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1. Identifying Novel Therapeutics for the Resistant Mutant 'F533L' in PBP3 of Pseudomonas aeruginosa Using ML Techniques

Author: Tushar Joshi, Santhiya Vijayakumar, Soumyadip Ghosh, Shalini Mathpal, Sudha Ramaiah, and Anand Anbarasu
Subjects: Chemistry, QD1-999
Published: 2024
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2. Formulation and evaluation of SGLT2 inhibitory effect of a polyherbal mixture inspired from Ayurvedic system of medicine

Author: Ankit Kumar, Anoop Singh Negi, Ashutosh Chauhan, Ravindra Semwal, Rajnish Kumar, Ruchi Badoni Semwal, Randhir Singh, Tushar Joshi, Subhash Chandra, Sunil Kumar Joshi, and Deepak Kumar Semwal
Subjects: Diabetes mellitus, Polyherbal formulation, Molecular docking, Liver function test, Histopathology, SGLT2 protein, Medicine
Abstract: Background and aim: The ingredients viz., Artemisia roxburghiana, Cissampelos pareira, Stephania glabra, Drimia indica, Roylea cinerea, Tinospora sinensis and Curcuma longa of the present formulation are used to treat diabetes in the Indian traditional medical system. Adopting the concept of multiple herbal mixtures for better therapeutic effects from the ancient Ayurvedic text Sarangdhar Samhita, the present study aimed to develop a polyherbal formulation (PHF) of seven herbs and to evaluate its sodium-glucose cotransporter protein-2 (SGLT2) inhibitory effect on type 2 diabetic rats. Experimental procedure: Streptozotocin (STZ) (60 mg/kg) and nicotinamide (NAM) (120 mg/kg) were intraperitoneally administered to induce type 2 diabetes in Wistar rats. The animals were divided into 5 groups viz. normal control, diabetic control, positive control (dapagliflozin at 0.1 mg/kg) and two test groups (PHF at 250 and 500 mg/kg). Various parameters including blood glucose, serum glutamic pyruvic transaminase (SGPT), serum glutamic-oxaloacetic transaminase (SGOT), bilirubin, triglycerides and creatinine were measured. Results and conclusion: The treatment with PHF (250 and 500 mg/kg) showed a significant (p
Published: 2022
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3. Identification of Putative Elicitors From Plant Root Exudates Responsible for PsoR Activation in Plant-Beneficial Pseudomonas spp. by Docking and Molecular Dynamics Simulation Approaches to Decipher Plant–Microbe Interaction

Author: Diksha Sati, Tushar Joshi, Satish Chandra Pandey, Veni Pande, Shalini Mathpal, Subhash Chandra, and Mukesh Samant
Subjects: inter-kingdom signaling, saponarin, 2-benzoxazolinone, molecular docking, molecular dynamic simulation, Plant culture, SB1-1110
Abstract: Plants and rhizobacteria are coexisting since the beginning, but the exact mechanism of communication between them remains enigmatic. The PsoR protein of plant-beneficial Pseudomonas spp., a group of root-associated bacteria, is known to produce a range of antifungal and insecticidal secondary metabolites like 2,4-diacetyl phloroglucinol (DAPG), pyrrolnitrin, and chitinase making them great biocontrol agents and thus helping in plant growth promotion. To better understand the inter-kingdom signaling between plants and plant growth-promoting rhizobacteria (PGPR), the interaction of PsoR with various root exudates was investigated computationally. For this, we first modeled the PsoR protein and confirmed it using the Ramachandran plot. A total of 59 different low molecular weight phytochemicals, secreted as root exudates by plants, were identified by extensive text mining. They were virtually screened with the PsoR protein by molecular docking. Based on the lowest binding energy, ranging from −7.1 to −6.3 kcal mol−1, the top five exudates were chosen. To analyze the stability of the docked protein–ligand complex, a molecular dynamics (MD) simulation of 100 nanoseconds was done. Two root exudates, saponarin and 2-benzoxazolinone (BOA), showed suitable binding with PsoR by forming hydrogen, hydrophobic, and Van der Waals interactions. To confirm the MD simulation results, RMSF, RG, SASA, and interaction energy were calculated. This computational study first time reports that saponarin and 2-BOA, predominantly present in the root exudates of barley and wheat, respectively, demonstrate effective binding with the modeled PsoR protein and are likely of showing cross-kingdom interactions.
Published: 2022
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4. Identification of Zinc-Binding Inhibitors of Matrix Metalloproteinase-9 to Prevent Cancer Through Deep Learning and Molecular Dynamics Simulation Approach

Author: Shalini Mathpal, Priyanka Sharma, Tushar Joshi, Veena Pande, Shafi Mahmud, Mi-Kyung Jeong, Ahmad J. Obaidullah, Subhash Chandra, and Bonglee Kim
Subjects: cancer, MMP-9, deep learning, drug bank compounds, MD simulation, Biology (General), QH301-705.5
Abstract: The overexpression of matrix metalloproteinase-9 (MMP-9) is associated with tumor development and angiogenesis, and hence, it has been considered an attractive drug target for anticancer therapy. To assist in drug design endeavors for MMP-9 targets, an in silico study was presented to investigate whether our compounds inhibit MMP-9 by binding to the catalytic domain, similar to their inhibitor or not. For that, in the initial stage, a deep-learning algorithm was used for the predictive modeling of the CHEMBL321 dataset of MMP-9 inhibitors. Several regression models were built and evaluated based on R2, MAE MSE, RMSE, and Loss. The best model was utilized to screen the drug bank database containing 9,102 compounds to seek novel compounds as MMP-9 inhibitors. Then top high score compounds were selected for molecular docking based on the comparison between the score of the reference molecule. Furthermore, molecules having the highest docking scores were selected, and interaction mechanisms with respect to S1 pocket and catalytic zinc ion of these compounds were also discussed. Those compounds, involving binding to the catalytic zinc ion and the S1 pocket of MMP-9, were considered preferentially for molecular dynamics studies (100 ns) and an MM-PBSA (last 30 ns) analysis. Based on the results, we proposed several novel compounds as potential candidates for MMP-9 inhibition and investigated their binding properties with MMP-9. The findings suggested that these compounds may be useful in the design and development of MMP-9 inhibitors in the future.
Published: 2022
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5. Virtual screening of anti-HIV1 compounds against SARS-CoV-2: machine learning modeling, chemoinformatics and molecular dynamics simulation based analysis

Author: Mahesha Nand, Priyanka Maiti, Tushar Joshi, Subhash Chandra, Veena Pande, Jagdish Chandra Kuniyal, and Muthannan Andavar Ramakrishnan
Subjects: Medicine, Science
Abstract: Abstract COVID-19 caused by the SARS-CoV-2 is a current global challenge and urgent discovery of potential drugs to combat this pandemic is a need of the hour. 3-chymotrypsin-like cysteine protease (3CLpro) enzyme is the vital molecular target against the SARS-CoV-2. Therefore, in the present study, 1528 anti-HIV1compounds were screened by sequence alignment between 3CLpro of SARS-CoV-2 and avian infectious bronchitis virus (avian coronavirus) followed by machine learning predictive model, drug-likeness screening and molecular docking, which resulted in 41 screened compounds. These 41 compounds were re-screened by deep learning model constructed considering the IC50 values of known inhibitors which resulted in 22 hit compounds. Further, screening was done by structural activity relationship mapping which resulted in two structural clefts. Thereafter, functional group analysis was also done, where cluster 2 showed the presence of several essential functional groups having pharmacological importance. In the final stage, Cluster 2 compounds were re-docked with four different PDB structures of 3CLpro, and their depth interaction profile was analyzed followed by molecular dynamics simulation at 100 ns. Conclusively, 2 out of 1528 compounds were screened as potential hits against 3CLpro which could be further treated as an excellent drug against SARS-CoV-2.
Published: 2020
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6. Antimicrobial activity of methanolic extracts of Vernonia cinerea against Xanthomonas oryzae and identification of their compounds using in silico techniques.

Author: Tushar Joshi, Satish Chandra Pandey, Priyanka Maiti, Manish Tripathi, Ashutosh Paliwal, Mahesha Nand, Priyanka Sharma, Mukesh Samant, Veena Pande, and Subhash Chandra
Subjects: Medicine, Science
Abstract: Bacterial Leaf Blight (BLB) disease is an extremely ruinous disease in rice, caused by Xanthomonas oryzae pv. oryzae (Xoo). Although various chemicals are available to manage BLB, they are toxic to the environment as well as humans. Hence there is a need to develop new pesticides as alternatives to hazardous chemicals. Therefore, a study was carried out to discover new potent natural pesticides against Xoo from different solvent extracts of Vernonia cinerea. Among all the fractions, the methanolic extract showed the highest inhibition zone. Further, to gain mechanistic insight of inhibitory action, 40 molecules of methanolic extracts were subjected for in silico study against two enzymes D-alanine-D-alanine ligase (Ddl) and Peptide deformylase (PDF). In silico study showed Rutin and Methanone, [1,4-dimethyl-7-(1- methylethyl)-2- azulenyl]phenyl have a good binding affinity with Ddl while Phenol, 2,4-bis(1-phenylethyl)- and 1,2-Benzenedicarboxylic acid, diisooctyl ester showed an excellent binding affinity to PDF. Finally, the system biology approach was applied to understand the agrochemical's effect in the cell system of bacteria against both the enzymes. Conclusively, these four-hit compounds may have strong potential against Xoo and can be used as biopesticides in the future.
Published: 2021
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7. Integrated Machine Learning and Chemoinformatics-Based Screening of Mycotic Compounds against Kinesin Spindle ProteinEg5 for Lung Cancer Therapy

Author: Priyanka Maiti, Priyanka Sharma, Mahesha Nand, Indra D. Bhatt, Muthannan Andavar Ramakrishnan, Shalini Mathpal, Tushar Joshi, Ragini Pant, Shafi Mahmud, Jesus Simal-Gandara, Sultan Alshehri, Mohammed M. Ghoneim, Maha Alruwaily, Ahmed Abdullah Al Awadh, Mohammed Merae Alshahrani, and Subhash Chandra
Subjects: Eg5, lung cancer, secondary metabolites, fungi, machine learning, molecular docking, Organic chemistry, QD241-441
Abstract: Among the various types of cancer, lung cancer is the second most-diagnosed cancer worldwide. The kinesin spindle protein, Eg5, is a vital protein behind bipolar mitotic spindle establishment and maintenance during mitosis. Eg5 has been reported to contribute to cancer cell migration and angiogenesis impairment and has no role in resting, non-dividing cells. Thus, it could be considered as a vital target against several cancers, such as renal cancer, lung cancer, urothelial carcinoma, prostate cancer, squamous cell carcinoma, etc. In recent years, fungal secondary metabolites from the Indian Himalayan Region (IHR) have been identified as an important lead source in the drug development pipeline. Therefore, the present study aims to identify potential mycotic secondary metabolites against the Eg5 protein by applying integrated machine learning, chemoinformatics based in silico-screening methods and molecular dynamic simulation targeting lung cancer. Initially, a library of 1830 mycotic secondary metabolites was screened by a predictive machine-learning model developed based on the random forest algorithm with high sensitivity (1) and an ROC area of 0.99. Further, 319 out of 1830 compounds screened with active potential by the model were evaluated for their drug-likeness properties by applying four filters simultaneously, viz., Lipinski’s rule, CMC-50 like rule, Veber rule, and Ghose filter. A total of 13 compounds passed from all the above filters were considered for molecular docking, functional group analysis, and cell line cytotoxicity prediction. Finally, four hit mycotic secondary metabolites found in fungi from the IHR were screened viz., (−)-Cochlactone-A, Phelligridin C, Sterenin E, and Cyathusal A. All compounds have efficient binding potential with Eg5, containing functional groups like aromatic rings, rings, carboxylic acid esters, and carbonyl and with cell line cytotoxicity against lung cancer cell lines, namely, MCF-7, NCI-H226, NCI-H522, A549, and NCI H187. Further, the molecular dynamics simulation study confirms the docked complex rigidity and stability by exploring root mean square deviations, root mean square fluctuations, and radius of gyration analysis from 100 ns simulation trajectories. The screened compounds could be used further to develop effective drugs against lung and other types of cancer.
Published: 2022
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8. Collaborative Landscape and Knowledge Dynamics in IoT and Blockchain Research: A Bibliometric Analysis

Author: Hitesh Gehani, Pratik K Agrawal, Tushar Joshi, Niraj Nagrale, Parul Dubey, Palak Keshwani,, primary
Published: 2023
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9. Higher dose corticosteroids in patients admitted to hospital with COVID-19 who are hypoxic but not requiring ventilatory support (RECOVERY)

Author: Obbina Abani, Ali Abbas, Fatima Abbas, Joshua Abbas, Kasim Abbas, Mustafa Abbas, Sadia Abbasi, Hakam Abbass, Alfie Abbott, Alison Abbott, Nabeel Abdallah, Ammar Abdelaziz, Ashraf Abdelaziz, Mohamed Abdelfattah, Bushra Abdelqader, Audrey Abdul, Basir Abdul, Siddiqui Abdul, Althaf Abdul Rasheed, Ajibode Abdulakeem, Rezan Abdul-Kadir, Abdullah Abdullah, Abdulfatahi Abdulmumeen, Rasheed Abdul-Raheem, Niyaz Abdulshukkoor, Kula Abdusamad, Yazeed Abed El Khaleq, Mai Abedalla, Abeer Abeer Ul Amna, Lynn Abel, Katrina Abernethy, Movin Abeywickrema, Chandra Abhinaya, Affyarsyah Abidin, Adebanke Aboaba, Abigail Aboagye-Odei, Christopher Aboah, Heba Aboelela, Hani Abo-Leyah, Karim Abouelela, Ahmed Abou-Haggar, Mahmoud Abouibrahim, Ahmed Abousamra, Mona Abouzaid, Miriam Abraham, Tizzy Abraham, Abraheem Abraheem, Judith Abrams, Rebecca Abrams, Hyacinth-John Abu, Ahmed Abu-Arafeh, Syed M Abubacker, Akata Abung, Yousuf Abusamra, Yaa Aceampong, Amaka Achara, Devikumar Acharya, Faustina Acheampong, Prince Acheampong, Sarah Acheampong, Janet Acheson, Shiella Achieng, Andres Acosta, Rebecca Acquah, Catherine Acton, Jacqueline Adabie-Ankrah, Paul Adair, Fiona Adam, Matthew Adam, Huzaifa Adamali, Marta Adamczyk, Carol Adams, Charlotte Adams, Daniel Adams, Kate Adams, Laura Adams, Nikkita Adams, Richard Adams, Tim Adams, Laura Adamu-Ikeme, Krishma Adatia, Kirsty Adcock, Lawrence Addai-Boampong, Afua Addo, Oluwatobi Adeagbo, Ade Adebiyi, Ogunlana Adedeji, Yewande Adegeye, Ken Adegoke, Vicki Adell, Sherna Adenwalla, Femi W Adeoye, Oluwasegun A Adesemoye, Emmanuel O Adewunmi, Adedamola Adeyanju, Joyce Adeyemi, Tenifayo Adeyemo, Binay Adhikari, Shanti A Adhikari, Rina Adhikary, Adhikarla Aditya, Patience Adjepong, Gabrielle Adkins, Adnan Adnan, Marguerite Adriaanse, John Aeron-Thomas, Debbie Affleck, Carmel Afnan, Muhammad Afridi, Patricia Afrim, Felicia Akua Afriyie, Zainab A Aftab, Meenakshi Agarwal, Rachel Agbeko, Chris Agbo, Sunil Aggarwal, Arameh Aghababaie, Laura Aguilar Jimenez, Jacqueline Afrakomah Agyekum, Kwame Agyen, Shafana Ahamed Sadiq, Mohamed H Ahammed Nazeer, Mohammad Ahmad, Syed Ahmad, Afshan Ahmed, Ashar Ahmed, Asim Ahmed, Basheer A R Ahmed, Bilal Ahmed, Forizuddin Ahmed, Hamze Ahmed, Hanad Ahmed, Irshad Ahmed, Khaled Ahmed, Khalil Ahmed, Liban Ahmed, Mahin Ahmed, Maria C Ahmed, Muhammad S Ahmed, Naseer Ahmed, Nausheen Ahmed, Osama Ahmed, Rajia A Ahmed, Rawya Ahmed, Rizwan Ahmed, Saif Ahmed, Sammiya Ahmed, Sana G Ahmed, Syed Ahmed, Syed H Ahmed, Roa Ahmed Ali, Bilal Ahmed Mohamud, Sana Ahmed, Sana Ahmer, Augustine Ahonia, Christine Aiken, Dhiraj Ail, Mark Ainsworth, Myriam Aissa, Lindianne Aitken, Bini Ajay, Abdulakeem Ajibode, Ayesha Ajmi, Nasim Akhtar, Nauman Akhtar, Suha Akili, Bolutito Akinbiyi, Oludoyinsola Akindolie, Yinka Akinfenwa, Olugbenga Akinkugbe, Ibrahim Akinpelu, Mohammad Akram, Olugbenro Aktinade, Uzayr Akudi, Ahmad S A R Al Aaraj, Asma Al Balushi, Majd Al Dakhola, Aladdin Al Swaifi, Eslam Al-Abadi, Adegoke Alabi, Narendra Aladangady, Mohamed Alafifi, Ayaz Alam, Sajid Alam, Abbas Al-Asadi, Kyriaki Alatzoglou, Paul Albert, Albertus Albertus, Lorraine Albon, Angela Alcala, Gemma Alcorn, Stephen Alcorn, Aggie Aldana, David Alderdice, Abdullah Aldesouki, Rayan Aldouri, Jonathan Aldridge, Nicolas Aldridge, Ram Maya Ale, Ana Alegria, Alison Alexander, Courtney Alexander, John Alexander, Peter D G Alexander, Julyan Al-fori, Laith Alghazawi, Osama Alhabsha, Bahij Al-Hakim, Rafil Alhameed, Mohammed Al-Hayali, Shams Al-Hity, Ali Ali, Amanda Ali, Asad Ali, Fawzia R Ali, Jawad Ali, Mariam Ali, Mohamed Ali, Mohammad Ali, Muhammad S Ali, Nayab Ali, Oudai Ali, Ramla Ali, Sakina Ali, Syed Ali, Emilio Aliberti, Jade Alin, Abid Alina, Analyn Alipustain, Bachti Alisjahbana, Fine Aliyuda, Katrin Alizadeh, Maithem Al-Jibury, Saba Al-Juboori, Majid Al-Khalil, Abdullah Alkhudhayri, Moutaz Alkhusheh, Fiona Allan, Nataliya Allan, Alison Allanson, Robert Allcock, Eireann Allen, Jade Allen, Kerry Allen, Louise Allen, Poppy Allen, Rebecca Allen, Sam Allen, Sharon Allen, Simon Allen, Tania Allen, Abiola Alli, Kathryn Allison, Bethan Allman, Helen K Allsop, Lynne Allsop, David Allsup, Amal F T Almahroos, Hassan Al-Moasseb, Magda Al-Obaidi, Lina Alomari, Akram Al-Rabahi, Bahar Al-Ramadhani, Zayneb Al-Saadi, Riyam Al-Sammarraie, Inji Alshaer, Rustam Al-Shahi Salman, Warkaq Al-Shamkhani, Fadia Alsheikh, Bashar Al-Sheklly, Sara Altaf, Amanda Alty, Mary Alvarez, Maria Alvarez Corral, Edward Alveyn, Maysaa Alzetani, Susan Amamou, Noor Amar, Sakkarai Ambalavanan, Robert Ambrogetti, Chris Ambrose, Amir Ameen, Amel Amelia Ganefianty, Katharine Ames, Maria R Amezaga, Allison Amin, Amina Amin, Kanish Amin, Syed Amin, Tara Amin, Badshah Amit, Amjad Amjad, Neelma Amjad, James Amoah-Dankwa, Victoria Amosun, Muhammad Amsal, Khaled Amsha, John Amuasi, Noelia Amutio Martin, Pugh Amy, Ann Anada, Atul Anand, Samantha Anandappa, Satya D Anantapatnaikuni, Ellen Anderson, Julie Anderson, Laura Anderson, Marina Anderson, Michelle Anderson, Nicola Anderson, Rachel Anderson, Rebecca Anderson, Rory Anderson, Samantha Anderson, Wendy Anderson, Prematie Andreou, Angela Andrews, Antonette Andrews, Jill Andrews, Joyann Andrews, Kanayochukwu Aneke, Andrew Ang, Wan Wei Ang, Tammy Angel, Aramburo Angela, Paola Angelini, Lazarus Anguvaa, Oleg Anichtchik, Millicent Anim-Somuah, Krishnan Aniruddhan, Jessica Annett, Louise Anning, Maldwyn Ansah, Patrick J Anstey, Rebekah Anstey, Alpha Anthony, Aaron Anthony-Pillai, Philip Antill, Zhelyazkova Antonina, Varghese Anu, Muhammad Anwar, Elena Apetri, Aristeidis Apostolopoulos, Sarah Appleby, Diane Appleyard, Maia F Aquino, Bianca Araba, Samuel Aransiola, Mariana Araujo, Ann Archer, Denise Archer, Samuel Archer, Simon Archer, Daniele Arcoria, Christian Ardley, Ana-Maria Arias, Oluwatoyin Aribike, Ryoki Arimoto, Charlotte Arkley, Charlotte Armah, Ilianna Armata, Jennifer Armistead, Adam Armitage, Ceri Armstrong, Maureen Armstrong, Sonia Armstrong, Wendy Armstrong, Philippa Armtrong, Heike Arndt, Clare Arnison-Newgass, David Arnold, Rachael Arnold, Andrew Arnott, Dhawal Arora, Kavan Arora, Pardeep Arora, Rishi Arora, Arslam Arter, Armena Arumaithurai, Ayush Arya, Rita Arya, Diptesh Aryal, Denisa Asandei, Adeeba Asghar, Malik Asghar, Arif Ashab, Catherine Ashbrook-Raby, Helen Ashby, Jan Ashcroft, John Ashcroft, Samuel Ashcroft, Georgia Asher, Zakariya Ashfak, Ayesha Ashfaq, Abdul Ashish, Dawn Ashley, Sally Ashman-Flavell, Sundar Ashok, Abd-El-Aziz Ashour, Muhammad Z Ashraf, Saima Ashraf, Mohammad B Ashraq, Deborah Ashton, Susan Ashton, Andrew Ashworth, Fiona J Ashworth, Rebecca Ashworth, Arshia Aslam, I Aslam, Suhail Aslam, Laura Aslett, Harshini Asogan, Atif Asrar, Omar Assaf, Raine Astin-Chamberlain, Deborah Athorne, Billie Atkins, Christopher Atkins, Stacey Atkins, John Atkinson, Vicki Atkinson, Abolaji Atomode, Brygitta Atraskiewicz, Abdul A Attia, Eva Attubato, Marie Attwood, Paula Aubrey, Zoltan Auer, Avinash Aujayeb, Aye Chan Thar Aung, Hnin Aung, Hnin Wint Wint Aung, Ko Ko Aung, Kyaw Thu Aung, Nwe Aung, Yin Aung, Zaw Myo Aung, Emily Austin, Karen Austin, Abdusshakur Auwal, Malcolm Avari, Miriam Avery, Nicholas Aveyard, Joanne Avis, Georgina Aviss, Cristina Avram, Paula Avram, Abuzar Awadelkareem, Gabriel Awadzi, Mahmoud Awaly, Atia Awan, Aszad Aya, Eman Ayaz, John Maximilian Ayerh, Amanda Ayers, Jawwad Azam, Ahmed Azeem, Mohammed Azharuddin, Ammar Aziz, Ghazala Aziz, Imran Aziz, N Aziz, Ali Azkoul, Ashaari Azman Shah, Giada Azzopardi, Hocine Azzoug, Fiyinfoluwa Babatunde, Melvin Babi, Babiker Babiker, Gayna Babington, Matthew Babirecki, Marta Babores, Adetona O Babs-Osibodu, Sammy Bacciarelli, Roudi Bachar, Michel-Elie Bachour, Alisjahbana Bachti, Gina Bacon, Jenny Bacon, Bibi Badal, Aysha Badat, Maryuma Bader, Gurpreet R Badhan, Shreya Badhrinarayanan, Joseph P Bae, Alice Baggaley, Amy Baggott, Graham Bagley, Dinesh Bagmane, Lynsey Bagshaw, Kasra Bahadori, Angela Bailey, James Bailey, Katie Bailey, Lindsey Bailey, Liz Bailey, Lucy Bailey, Maria A Bailey, Morgan Bailey, Pippa Bailey, Sarah Bailey, Hamish Baillie, J Kenneth Baillie, Jennifer Bain, Vikram Bains, David Baird, Eilidh Baird, Kevin Baird, Susan Baird, Tracy Baird, Yolanda Baird, Aiysha Bajandouh, Danielle C Baker, Evelyn Baker, Johanne Baker, Josephine Baker, Kenneth Baker, Mark Baker, Rebecca Baker, Terri-Anne Baker, Victoria Baker, Hugh Bakere, Nawar Bakerly, Michelle Baker-Moffatt, Ameet Bakhai, Nauman Bakhtiar, Panos Bakoulas, Dhanalakshmi Bakthavatsalam, Niranjan Balachandran, Andrea Balan, Prasath Balasingam, Theodosios Balaskas, Madhu Balasubramaniam, Nicola Balatoni, Alison Balcombe, Alexander Baldwin, Ashley Baldwin, Caron Baldwin, Danielle Baldwin, Fiona Baldwin, Rebekah Baldwin-Jones, Nichola Bale, James Balfour, Matthew Ball, Robert Ball, K Ballard, Ismael Balluz, Craig Balmforth, Emese Balogh, Abeir Baltmr, Amir Baluwala, Gabby Bambridge, Alasdair Bamford, Amy Bamford, Peter Bamford, Adefunke Bamgboye, Elizabeth Bancroft, Hollie Bancroft, Joyce Banda, Krishna Bandaru, Srini Bandi, Nageswar Bandla, Somaditya Bandyopadhyam, Amit Banerjee, Ritwik Banerjee, Santosh Baniya, Omar Bani-Saad, Harrison Banks, Luke Banks, Paul Banks, Claudia Bann, Helen Bannister, Oliver Bannister, Laura Banton, Tran Bao, Mariamma Baptist, Tanya Baqai, Ananya M Baral, Sharad Chandra Baral, Desislava Baramova, Russel Barber, Emma Barbon, Monica Barbosa, Jamie Barbour, Alexander Barclay, Amanda Barclay, Claire Barclay, George Bardsley, Stephanie Bareford, Shahedal Bari, Morris Barimbing, Amy Barker, Debbie Barker, Erandi Barker, Helen Barker, Joseph Barker, Leon Barker, Lesley Barker, Oliver Barker, Kerry Barker-Williams, Sinha Barkha, Juliana Barla, Gavin Barlow, Richard Barlow, Valerie Barlow, James Barnacle, Alex Barnard, Debi Barnes, Nicky Barnes, Rory Barnes, Theresa Barnes, Calum Barnetson, Amy Barnett, Ashton Barnett-Vanes, Prince Gyenti Barning, William Barnsley, Andrew Barr, David Barr, James Barr, Charlotte Barr, Nina Barratt, Shaney Barratt, Manuella Barrera, Amy Barrett, Fiona Barrett, Jessica Barrett, Sue Barrett, Esther Barrow, Jazz Bartholomew, Claire Bartlett, Georgina Bartlett, James Bartlett, Louise Bartlett, Shauna Bartley, Sandra Bartolmeu-Pires, Anna Barton, Greg Barton, Jill Barton, Lorna Barton, Rachael Barton, Rosaleen Baruah, Sonia Baryschpolec, Hannah Bashir, Archana Bashyal, Betsy Basker, Sudha Basnet, Buddha Basnyat, Ayten Basoglu, Alexander Basran, John Bassett, G Bassett, Chris Bassford, Bengisu Bassoy, Victoria Bastion, Anup Bastola, Anupam Basumatary, Precious Basvi, Jireh A Batac, Vipula R Bataduwaarachchi, Tristan Bate, Harry J Bateman, Kathryn Bateman, Vhairi Bateman, Eleanor Bates, Hayley Bates, Michelle Bates, Simon Bates, Sally Batham, Ana Batista, Amit Batla, Dushyant Batra, Harry Batty, Thomas Batty, Alice Batty, Miranda Baum, Rachel Baumber, Carina Bautista, Fareha Bawa, Tanveer Bawa, Fatima S Bawani, Simon Bax, Matt Baxter, Nicola Baxter, Zachary Baxter, Hannah Bayes, Lee-Ann Bayo, Farid Bazari, Rohit Bazaz, Ahmad Bazli, Laura Beacham, Wendy Beadles, Kirsten Beadon, Philip Beak, Andy Beale, Kathy Beard, Jack Bearpark, Alanna Beasley, Sandee Beattie, Karen Beaumont, Dawn Beaumont-Jewell, Theresa Beaver, Sarah Beavis, Christy Beazley, Sarah Beck, Virginia Beckett, Rosie Beckitt, Sarah Beckley, Heidi Beddall, Seonaid Beddows, Deborah Beeby, Sophia Beeby, Gail Beech, Michelle Beecroft, Nigel Beer, Sally Beer, Jane Beety, Gabriela Bega, Alison Begg, Susan Begg, Sara Beghini, Ayesha Begum, Salman Begum, Selina Begum, Teresa Behan, Roya Behrouzi, Jon Beishon, Claire Beith, James Belcher, Holly Belfield, Katherine Belfield, Ajay Belgaumkar, Dina Bell, Gareth Bell, Gillian Bell, Jessica Bell, Lauren Bell, Louise Bell, Nicholas Bell, Pippa Bell, Stephanie Bell, Jennifer Bellamu, Mary Bellamy, Tammy Bellamy, Arianna Bellini, Amanda Bellis, Fionn Bellis, Lesley Bendall, Naveena Benesh, Nicola Benetti, Leonie Benham, Guy Benison-Horner, Sarah Benkenstein, Tracey Benn, Ann Bennett, Caroline Bennett, Denise Bennett, Gillian Bennett, Kaytie Bennett, Kristopher Bennett, Lorraine Bennett, Miriam R Bennett, Sara Bennett, Karen Bennion, Gautham Benoy, Vivienne Benson, Andrew Bentley, James Bentley, Ian Benton, Eva Beranova, Matthew Beresford, Colin Bergin, Malin Bergstrom, Jolanta Bernatoniene, Thomas Berriman, Zoe Berry, Frida Best, Kimberley Best, Ans-Mari Bester, Yvonne Beuvink, Emily Bevan, Sarah Bevins, Tom Bewick, Andrew Bexley, Sonay Beyatli, Fenella Beynon, Arjun Bhadi, Sanjay Bhagani, Shiv Bhakta, Rekha Bhalla, Khushpreet Bhandal, Kulbinder Bhandal, Ashwin Bhandari, Lila Nath Bhandari, Sangam Bhandari, Jennifer Bhanich Supapol, Aashutosh Bhanot, Ravina Bhanot, Swati Bhasin, Abdul Bhat, Prashanth Bhat, Rahul Bhatnagar, Karan Bhatt, Janki Bhayani, Deepika Bhojwani, Parminder Bhuie, M S Bhuiyan, Salimuzzaman Bhuiyan, Anna Bibby, Fatima Bibi, Naheeda Bibi, Salma Bibi, Tihana Bicanic, Sarah Bidgood, Julie Bigg, Sarah Biggs, Alphonsa Biju, Andras Bikov, Sophie Billingham, Jessica Billings, Prof Binh, Alice Binns, Muhammad BinRofaie, Oliver Bintcliffe, Catherine Birch, Janine Birch, Jenny Birch, Katherine Birchall, Sam Bird, Sumedha Bird, Sarah Bird, Mark Birt, Claire Bishop, Kilanalei Bishop, Linda Bishop, Lisa Bishop, Karen Bisnauthsing, Nibedan Biswas, Mustapha Bittaye, Sahar Biuk, Karen Blachford, Ethel Black, Helen Black, Karen Black, Mairead Black, Polly Black, Virginia Black, Hayley Blackgrove, Bethan Blackledge, Joanne Blackler, Samantha Blackley, Helen Blackman, Caroline Blackstock, Cameron Blair, Francesca Blakemore, Helen Blamey, Alison Bland, Sujata Blane, Simon Blankley, Parry Blaxill, Katie Blaylock, Jane Blazeby, Natalie Blencowe, Ben Bloom, Jack Bloomfield, Angela Bloss, Alex Blowers, Samuel Blows, Hannah Bloxham, Susan Blrd, Louise Blundell, Andrew Blunsum, Mark Blunt, Tadhg Blunt, Ian Blyth, Kevin Blyth, Andrew Blythe, Karen Blythe, Kwabena Appiah Boahen, Marilyn Boampoaa, Sarah Board, Boniface Bobie, Karen Bobruk, 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Sarah Haysom, James Hayward, Patrick Haywood, Hazel Haywood Hasford, Tracy Hazelton, Phoebe Hazenberg, Zhengmai He, Elizabeth Headon, Carrie Heal, Brendan Healy, Jessica L Healy, Amy Hearn, David Heasman, Angela Heath, Debbie Heath, Rowan Heath, Diane Heaton, Adam Heavens, Kerry Hebbron, Catherine Heckman, Gemma Hector, Sadie Heddon, Andy Hedges, Katrine Hedges, Cheryl Heeley, Elaine Heeney, Richard Heinink, Rajdeep Heire, Ingvild Helgesen, Joanne Hemingway, Ulla Hemmila, Beth Hemmings, Scott Hemphill, Deborah Hemsley, Abigail Henderson, Eilidh Henderson, Jennifer Henderson, Steven Henderson, Joanne Henry, Karol Henry, Lavinia Henry, Margo Henry, Natalie Henry, David Henshall, Gillian Herdman, Rosaleen Herdman-Grant, Morag Herkes, Lucas E Hermans, Fe Marie Hernandez, Emma Heron, Lisa Heron, William Herrington, Emilia Heselden, Peta Heslop, Tracey Heslop, Simon Hester, Emily Hetherington, Joseph Hetherington, Chamila Hettiarachchi, Pramodh Hettiarachchi, Hayley Hewer, John Hewertson, 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Elizabeth Horsley, Sarah Horton, Jane Hosea, Toby Hoskins, Muhammad S Hossain, Rashed Hossain, Maxine Hough, Sarah Hough, Catherine Houghton, Kathryn Houghton, Rebecca Houlihan, Kay Housely, Hamish Houston, Roseanna Hovvels, Lee How, Laura Howaniec, Joanne Howard, Kate Howard, Laura Howard, Linda Howard, Lucy Howard, Megan Howard, Sarah Howard, Stuart Howard, Richard Howard-Griffin, Louise Howard-Sandy, Serena Howe, Alice Howell, Mark Howells, Lyn Howie, Kerry Howlett, Sophie Howlett, Ruth Howman, Josh Hrycaiczuk, Hein Htet, Naing Z Htoon, Su Htwe, Ying Hu, Chiang O H Huah, Sylvia Huang, Kelly Hubbard, Abby Huckle, Shahzya Huda, Alison Hudak, Lisa Hudig, Heather Hudson, Suzanne Hudson, Oli Hudson, Alison Hufton, Connor Huggins, Alistair Hughes, Caitlin Hughes, Emma Hughes, Gareth Hughes, Heather Hughes, Luke Hughes, Martin Hughes, Rachel Hughes, Rebecca Hughes, Samantha Hughes, Stephen Hughes, Vikki Hughes, Wesley Hughes, Lukas Huhn, Ching Hui, Ruth Hulbert, Diana Hull, Grace Hull, 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Julie Jones, Kate E Jones, Kimberly Jones, Laura Jones, Laura M Jones, Louise Jones, Mathew Jones, Nancy Jones, Nicola Jones, Olivia Jones, Paul Jones, Philip H Jones, Rhianna Jones, Ruth E Jones, Samantha Jones, Sophie Jones, Stefanie Jones, Steve Jones, Susan Jones, Taya Jones, Thomas Jones, Tim Jones, Tracey Jones, Ramya Jonnalagadda, Rebecca Jordache, Michele Jordan, Sarah Jordan, Abi Jose, Litty Jose, Louise Jose, Sanal Jose, Anna Joseph, Gigee Joseph, P Aiden Joseph, Rosane Joseph, Sibet Joseph, Dhaara Joshi, Mehul Joshi, Pratichi Joshi, Tushar Joshi, Benz Josiah, Lijo Joy, Tiffany Joyce, Hong Ju, Adriel Ju Wen Kwek, Andrew Judd, Edward Jude, Parminder Judge, Jessica Juhl, Sirisha Jujjavarapu, Mark Juniper, Edmund Juszczak, Deepthi Jyothish, Kasamu Kabiru Dawa, Mark Kacar, Nikhil Kadam, Nicole Kader, Ajai Kailey, Matthew Kain, Gail Kakoullis, Azad Kala Bhushan, Richard J K Kalayi, Roobala Kaliannan Periyasami, Efthymia Kallistrou, Thomas Kalmus Eliasz, Seika Kalsoom, Elisa Kam, 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Robert Laing, Inez Laing-Faiers, Emily Laity, Katharine Lake, Nicki Lakeman, David Lalloo, Fiona Lalloo, Alison Lam, Classy Lam, Fiona Lamb, Lucy Lamb, Thomas Lamb, Oscar Lambert, Pauline Lambert, Claudia Lameirinhas, Mohammed K G Lami, Holly Lamont, Michal Lamparski, Djillali Lamrani, Christine Lanaghan, Ivone Lancona-Malcolm, Geraldine Landers, Martin J Landray, Matthew Lane, Nicholas Lane, Alidih Lang, Stephen Lang, Daniel Langer, Margaret Langley, Charles Langoya, Emma Langridge, Emily Langthorne, Helen Langton, Beatriz Lara, Taiya Large, Lawrencia Naadu Lartey, Samuel Lassa, Anna Last, Scott Latham, Victoria Latham, Afzal Latheef, Larissa Latif, Nang Latt, Carmen Lau, Dawn Lau, Eva Lau, Gonzalez G Laura, Myra Laurenson, Eloise Lavington, Hou Law, Jessica Law, June Law, Kar Y Law, Penny Law, Richard Law, Laura Lawless, Chris Lawrence, Emma Lawrence, Geoffrey Lawrence, Holly M Lawrence, Neil Lawrence, Ryan Lawrie, Louise Lawson, Natalie Lawson, Rod Lawson, Michael Lay, Stephen Laybourne, Christine Laycock, Reina Layug, Maria Lazo, Thi Thao Le, Vietland Le, Amelia Lea, William Lea, Louisa E Leach, Ian Leadbitter, Thomas Leahy, Richard Lean, Lorna Leandro, Darren Leaning, Ruth Leary, Sandra Leason, Marie A Ledingham, Caroline Lee, Emma Lee, Hannah Lee, Irish Lee, Joshua Lee, Judith Lee, Sam Lee, Shannon Lee, Shi Han Lee, Simon Lee, Sindy Lee, Stephanie Lee, Tracey Lee, Xiang Lee, Robyn Lee, Diana Lees, Jennifer Lees, Helen Legge, Julian Leggett, Katie Leigh-Ellis, David Leitch, Nicky Leitch, Eleni Lekoudis, Petula Lemessy, Nicholas Lemoine, Rebecca Lenagh, Katy Leng, Katrina Lennon, Liz Lennon, Beth Leonard, Kelly Leonard, Wen Leong, Nicky Leopold, Oskar Lepiarczyk, Isla Leslie, Eva Noviani Lestari, Eleni Lester, Emma Levell, Chris Levett, Anastasia Levynska, Alice Lewin, Alison Lewis, Christopher Lewis, David Lewis, Dee Lewis, Heather Lewis, Joanne Lewis, Joseph Lewis, Kathryn Lewis, Keir Lewis, Leon Lewis, Mandy Lewis, Marissa Lewis, Nicolas Lewis, Robert Lewis, Catherine Lewis-Clarke, Adam Lewszuk, Penny Lewthwaite, Samantha Ley, Angela Liao, Victoria Licence, David Lieberman, Susan Liebeschuetz, Teresa Light, Nicky Lightfoot, Patrick Lillie, Ashling Lillis, Ben Lim, Carys Lim, Ee T Lim, Ivy Lim, Terence Lim, Wei Shen Lim, Wilson Lim, James Limb, Dipraj Limbu, Usha Limbu, Christian Linares, Dermot Linden, Gabriella Lindergard, Kate Lindley, Charlotte Lindsay, Emily Lindsay, Max Lindsay, Helen Lindsay- Clarke, Mirella Ling, Claire Lingam, Linette Linkson, Thinzar Linn, Mike Linney, Conrad Lippold, George Lipscomb, Karen Lipscomb, Laura Lipskis, Ana Lisboa, Evangeline Lister, Jeff Little, Sam Little, Lucy Littlejohn, Sky Liu, Xuedi Liu, Daniel K Llanera, Rhiannon Llewellyn, Martin Llewelyn, Adam Lloyd, Aimee Lloyd, Arwel Lloyd, Oliver Lloyd, Richard Lloyd, Su Lo, David Loader, Caroline Loan, Livia Lobosco, Lydianne Lock, Sara Lock, Stephen Lock, Angela Locke, Jacqueline Locke, Thomas Locke, Teresa Lockett, Jeorghino Lodge, Krishan 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Wallbutton, Jessica Wallen, Karl Wallendszus, Arabella Waller, Rosemary Waller, Gabiel Wallis, Gabriel Wallis, Louise Wallis, Matthew Wallis, Emma Walmsley, Donna Walsh, Elizabeth Walsh, Livia Walsh, Deborah Walstow, Daniel Walter, Alex Walters, Holt Walters, James Walters, Jocelyn Walters, Eileen Walton, Lucy Walton, Maisie Walton, Michael Walton, Olivia Walton, Sharon Walton, Susan Walton, Mandy Wan, Junita Wanda, Mary Wands, Rachel Wane, Frank Wang, Nick Wang, Ran Wang, Shentong Wang, Deborah Warbrick, Samantha Warburton, Christopher Ward, Deborah Ward, Emma Ward, Hannah Ward, Janice Ward, Joanna Ward, Luke Ward, Nicola Ward, Rachael Ward, Thomas Ward, Tom Ward, Scott A Warden, Gibril Wardere, Steve Wardle, Hassan Wardy, Gareth Waring, Scott Waring, Jenny Warmington, Ben Warner, Christian Warner, Lewis Warnock, Sarah Warran, Jade Warren, Lisa Warren, Rebecca Warren, Yolanda Warren, Davina Warrender, Hannah Warren-Miell, Adilia Warris, Gill Warwick, Helen Wassall, Sean Wasserman, Elizabeth Wasson, Hazel J Watchorn, Holly Waterfall, Abby Waters, Donald Waters, Mark Waterstone, Abigail Watkin, Catherine Watkins, Catrin Watkins, Eleanor Watkins, Karen Watkins, Lynn Watkins, Abigail Watson, Adam J R Watson, Ekaterina Watson, Eleanor Watson, Felicity Watson, J G R Watson, Louisa Watson, Paul Watson, Rebecca Watson, Robert Watson, Kathleen Watson, Malcolm Watters, Donna Watterson, Khairiah Wattimena, Daniel Watts, John Watts, Merlin Watts, Victoria Waugh, Emma Wayman, Matthew Wayman, Akhlaq Wazir, Mark Weatherhead, Nick Weatherly, Chloe Webb, Claire Webb, Hayley Webb, Kathryn Webb, Kylie Webb, Stephen Webb, Cheryl Websdale, Deborah Webster, Ian Webster, Jemma Webster, Tim Webster, Jordan Wedlin, Ling Wee, Rebecca Weerakoon, Thanuja Weerasinghe, Janaka Weeratunga, Maria Weetman, Shuying Wei, Immo Weichert, Emma Welch, Hugh Welch, James Welch, Leanne Welch, Steven Welch, Benjamin Welham, Samantha Weller, Lucy Wellings, Brian Wells, Susan Wellstead, Berni Welsh, Richard Welsh, Ingeborg Welters, Rachael Welton, Victoria Wenn, Lauren Wentworth, Joan Wesonga, Kate Wesseldine, Joe West, Magdelena West, Raha West, Ruth West, Sophie West, Luke Western, Ruth Westhead, Heather Weston, Alice Westwood, Kelly Westwood, Sharon Westwood, Bill Wetherill, Sharon Wheaver, Helen Wheeler, Ben Whelan, Matthew Whelband, Amanda Whileman, Alison Whitcher, Andrew White, Ayesha White, Benjamin White, Catherine White, Christopher White, Duncan White, James White, Jonathan White, Katie White, Marie White, Nick White, Nikki White, Sarah White, Sonia White, Tracey White, Catherine Whitehead, Kelly Whitehorn, Anne Whitehouse, Claire Whitehouse, Tony Whitehouse, Julia Whiteley, Louiza Whiteley, Sophie Whiteley, Rachael Whitham, Gabriel Whitlingum, David Whitmore, Elizabeth Whittaker, Lindsay Whittam, Ashley Whittington, Helen Whittle, Robert Whittle, Eunice Wiafe, Lou Wiblin, Olivia Wickens, John Widdrington, Jason Wieboldt, Hannah Wieringa, Cornelia Wiesender, Laura Wiffen, Andrew Wight, Ashleigh Wignall, Christopher Wignall, Annamaria Wilce, Danielle Wilcock, Emma Wilcock, Louise Wilcox, Ben Wild, Laura Wild, Stephen Wild, Michael Wilde, Laura Wilding, Peter Wilding, Tracey Wildsmith, Joe Wileman, Joy Wiles, Kate Wiles, Elva Wilhelmsen, Thomas Wiliams, Janet Wilkie, David Wilkin, Hannah Wilkins, Joy Wilkins, Suzanne Wilkins, Iain Wilkinson, Lesley Wilkinson, Nicola Wilkinson, Sophia Wilkinson, Susan Wilkinson, Tim Wilkinson, Sylvia Willetts, Aimee Williams, Alexandra Williams, Alison Williams, Angharad Williams, Anna Williams, Ava Williams, Carl Williams, Caroline V Williams, Claire Williams, Dewi Williams, Eleri Williams, Gail Williams, Gemma Williams, Gina Williams, Hannah Williams, Heledd Williams, James Williams, Jennie Williams, Jill Williams, John Williams, Joseph Williams, Karen Williams, Kathryn Williams, Mandy Williams, Marie Williams, Mark Williams, Matthew Williams, Patricia Williams, Penny Williams, Rachel Williams, Robin Williams, Rupert Williams, Samson Williams, Sarah Williams, Sophie Williams, Steffan Williams, Tamanna Williams, Tania Williams, Annie Williamson, Cath Williamson, Catherine Williamson, Dawn Williamson, James D Williamson, Jodie Williamson, Rachel Williamson, Helen Williamson, Elaine Willis, Elizabeth Willis, Emily Willis, Heather Willis, Herika Willis, Joanna Willis, Louise Wills, Lucy Willsher, Catherine Willshire, Francesca Willson, Jayne Willson, Alison Wilson, Andrea Wilson, Anna Wilson, Antoinette Wilson, Billy Wilson, David Wilson, Imogen Wilson, James Wilson, Karen Wilson, Kate Wilson, Kristy-Ann Wilson, Lucinda Wilson, Mark Wilson, Stephen Wilson, Toni Wilson, John Wilson, Khin Lei Yee Win, Marlar Win, Than Win, Tin Tin Win, Wut Yee Win Win, Lucinda Winckworth, Laura Winder, Piers Winder, Stuart Winearl, Helen Winmill, Simon Winn, Carmen Winpenny, Helen Winslow, Helen Winter, Jonathan Winter, Barbara Winter-Goodwin, Joseph Winterton, Hannah Winwood, Jack Wischhusen, Stephen Wisdom, Matthew Wise, Martin Wiselka, Rebecca Wiseman, Sophie Wiseman, Steven Wishart, Tabitha WIshlade, Eric Witele, Nicholas Withers, Janet Wittes, Donna Wixted, Therese Wodehouse, Will Wolf, Nicola Wolff, Kirsten Wolffsohn, Rebecca Wolf-Roberts, Elena Wolodimeroff, Adam Wolstencroft, Alan Wong, Charlotte Wong, Chi-Hung Wong, Chi-Man Wong, Edwin Wong, Jessica S Y Wong, Kit Y Wong, Mei Yin Wong, Nick Wong, Sam Wong, Ting Wong, Aaron B Wongkyezeng, Amanda Wood, Caroline Wood, Dianne Wood, Fiona Wood, Gordon Wood, Hannah Wood, Jennifer Wood, Joe Wood, Lisa Wood, Louise Wood, Madeleine Wood, Stephen Wood, Tracy Wood, Katharine Woodall, Rebecca Woodfield, Christopher Woodford, Elizabeth Woodford, Jill Woodford, Louise Woodhead, Timothy Woodhead, Philip Woodland, Marc Woodman, Myles Woodman, Stephen Woodmansey, Charlotte Woods, Jane Woods, Katherine Woods, Sarah Woods, Zoe Woodward, Megan Woolcock, Gemma Wooldridge, Rebecca Woolf, Chris Woollard, Christopher Woollard, Louisa Woollen, Emma Woolley, Jade Woolley, Daniel Woosey, Dan Wootton, Joanne Wootton, Daniel Worley, Stephy Worton, Jonathan Wraight, Maria Wray, Kim Wren, Lynn Wren, Caroline Wrey Brown, Catherine Wright, Demi Wright, Francesca Wright, Holly Wright, Imogen Wright, Lianne Wright, Rachel Wright, Sarah Wright, Stephanie Wright, Tim Wright, Caroline Wroe, Hannah Wroe, Henry Wu, Peishan Wu, Pensee Wu, Jonathan Wubetu, Fitria Wulandari, Retno Wulandari, Subie Wurie, Craig Wyatt, Frederick Wyn-Griffiths, Inez Wynter, Bindhu Xavier, Arnold Xhikola, Bingru E Xia, Zhongyang Xia, Effua Yacoba, Santosh Yadav, Masseh Yakubi, May Yan, Yuuki Yanagisawa, Freda Yang, Yingjia Yang, Michael Yanney, Woei Lin Yap, Nabil Yaqoob, Salima Yasmin, Bryan Yates, David Yates, Edward Yates, Helen Yates, Thomas Yates, Mark Yates, Jessica Ye, Charlotte Yearwood Martin, Khin Yein, Fiona Yelnoorkar, Lam Minh Yen, Alastair Yeoh, Chun Yu Yeung, Peter Yew, Durgesh Yewatkar, Laura Ylquimiche Melly, Inez Ynter, H Yong, Jemma Yorke, Jasmine Youens, Abdel Younes Ibrahim, Eoin Young, Gail Young, Louise Young, Asfand Yousafzar, Sajeda Youssouf, Ahmed Yousuf, Hartantri Yovita, Chrissie Yu, Jack S J Yuan, Nindya Yufaniaputri, Bernard Yung, Daniel Yusef, Said Yusef, Intekhab Yusuf, Anna-Sophia Zafar, Silvia Zagalo, Su Zaher, Aqsa Zahoor, Mahrukh Zainab, Thornton Zak, Kareem Zaki, Nabhan Zakir, Kasia Zalewska, Ane Zamalloa, Mohsin Zaman, Shakir Zaman, Julie Zamikula, Louise Zammit, Marie Zammit-Mangion, Marcelina Zawadzka, Mohammed Zayed, Esther Zebracki, Daniel Zehnder, Lisa Zeidan, Darius Zeinali, Jing Zhang, Xiaobei Zhao, Dongling Zheng, Doreen Zhu, Madiha Zia, Omar Zibdeh, Rabia Zill-E-Huma, Ei Thankt Zin, Eva Zincone, Garikai Zindoga, Eleanor Zinkin, Vivian Zinyemba, Christos Zipitis, Letizia Zitter, Arkadiusz Zmierczak, Garazi Zubikarai, Azam Zubir, Naz Zuhra, Rasha Zulaikha, Sabrina Zulfikar, Carol Zullo, Ana Zuriaga-Alvaro, University of St Andrews. Infection and Global Health Division, University of St Andrews. School of Medicine, and Group, RECOVERY Collaborative
Subjects: Adult, Male, Hypoxia/etiology, SARS-CoV-2, COVID-19, 3rd-DAS, General Medicine, Adrenal Cortex Hormones/therapeutic use, AC, Dexamethasone/therapeutic use, Hospitals, Oxygen, Treatment Outcome, SDG 3 - Good Health and Well-being, MCP, Humans, Female
Abstract: Background Low-dose corticosteroids have been shown to reduce mortality for patients with COVID-19 requiring oxygen or ventilatory support (non-invasive mechanical ventilation, invasive mechanical ventilation, or extracorporeal membrane oxygenation). We evaluated the use of a higher dose of corticosteroids in this patient group. Methods This randomised, controlled, open-label platform trial (Randomised Evaluation of COVID-19 Therapy [RECOVERY]) is assessing multiple possible treatments in patients hospitalised for COVID-19. Eligible and consenting adult patients with clinical evidence of hypoxia (ie, receiving oxygen or with oxygen saturation Findings Between May 25, 2021, and May 13, 2022, 1272 patients with COVID-19 and hypoxia receiving no oxygen (eight [1%]) or simple oxygen only (1264 [99%]) were randomly allocated to receive usual care plus higher dose corticosteroids (659 patients) versus usual care alone (613 patients, of whom 87% received low-dose corticosteroids during the follow-up period). Of those randomly assigned, 745 (59%) were in Asia, 512 (40%) in the UK, and 15 (1%) in Africa. 248 (19%) had diabetes and 769 (60%) were male. Overall, 123 (19%) of 659 patients allocated to higher dose corticosteroids versus 75 (12%) of 613 patients allocated to usual care died within 28 days (rate ratio 1·59 [95% CI 1·20–2·10]; p=0·0012). There was also an excess of pneumonia reported to be due to non-COVID infection (64 cases [10%] vs 37 cases [6%]; absolute difference 3·7% [95% CI 0·7–6·6]) and an increase in hyperglycaemia requiring increased insulin dose (142 [22%] vs 87 [14%]; absolute difference 7·4% [95% CI 3·2–11·5]). Interpretation In patients hospitalised for COVID-19 with clinical hypoxia who required either no oxygen or simple oxygen only, higher dose corticosteroids significantly increased the risk of death compared with usual care, which included low-dose corticosteroids. The RECOVERY trial continues to assess the effects of higher dose corticosteroids in patients hospitalised with COVID-19 who require non-invasive ventilation, invasive mechanical ventilation, or extracorporeal membrane oxygenation. Funding UK Research and Innovation (Medical Research Council), National Institute of Health and Care Research, and Wellcome Trust.
Published: 2023
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10. A RESEARCH ON FORMULATION AND EVALUATION CHEWING GUM OF SIMVASTATIN

Author: Tarade Vijay D.*, Chemate Satyam Z, Tushar Joshi V. and Kalyani Jadhav A.
Subjects: Buccal delivery, Increased released, Hypertension, Stress
Abstract: In present era, many research and technological advancements are made in the field of oral drug delivery as it is highly accepted amongst patient. In this research the formulation of antihyperlipidemic chewing gum of simvastatin using water insoluble gum base water soluble other portion containing drug as well as excipients like taste masking agent sorbital which use as a coating agent in this formulation. The primary and important requirement in the formulation of simvastatin chewing gum is the gum base, which give it gummy texture for chewing action and as a drug vehicle. This gum is isolated from the natural sources like a sapodilla monikara tree (Chiku) which fully grow in the Maharashtra region. This gum base have a property as like other gum bases which is present in nature. For the improvement in the stability of that gum base, which is converted in the dry form by drying and adding filler as talc and emulsifier such lecithin which was freshly collected from egg yolk. By drying this mixture further it convert in a directly compressible gum base powder, which possess all important flow property which require for direct compression. Direct compression is one of the best method as compare to moulding method in the formulation of chewing gum. For direct compression in directly compressible gum require other additional excipients like antiadherant, anti-caking agent, lubricant, antioxidant, flavor and sweetening, coating agent (sorbital). For evaluation of formulated chewing gum all parameter are same as like tablet except in-vitro drug release performance. For this purpose, the disintegration apparatus was modified in such way that it continuously compress or crush the chewing gum as like our mastication activity in the mouth, resulting in releases of drug in the salivary fluid and absorbance were calculate on UV-visible spectra. In this also study the effect of stroke & World Journal of Pharmaceutical Research SJIF Impact Factor 6.805 Volume 5, Issue 4, 1465-1481. Research Article ISSN 2277– 7105 *Correspondence for Author Tarade Vijay D. Department of Pharmaceutics, P.D.V.V.P.F"s College of Pharmacy, Vilad Ghat Ahmednagar (MS), India. Article Received on 16 Feb 2016, Revised on 07 March 2016, Accepted on 27 March 2016 DOI: 10.20959/wjpr20164-5988 www.wjpr.com Vol 5, Issue 4, 2016. 1466 Tarade et al. World Journal of Pharmaceutical Research distance between jaws which gives the valuable information about drug release performance in various ages patient.
Published: 2023
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11. Doc-Handler: Document Scanner, Manipulator, and Translator based on Image and Natural language processing

Author: Nilesh P. Sable, Priya Shelke, Ninad Deogaonkar, Nachiket Joshi, Rudra Kabadi, and Tushar Joshi
Published: 2023
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12. Assessment of activity of chalcone compounds as inhibitors of 3-chymotrypsin like protease (3CLPro) of SARS-CoV-2: in silico study

Author: Shalini Mathpal, Tushar Joshi, Priyanka Sharma, Veena Pande, and Subhash Chandra
Subjects: Chalcone compounds, Pharmacophore, Molecular docking, COVID-19, 3CLpro, MD simulation, Physical and Theoretical Chemistry, Condensed Matter Physics, Original Research
Abstract: The COVID-19 is still pandemic due to emerging of the various variant of concern of SARS-CoV2. Hence it is devastating the world, causing significant economic as well as social chaos. This needs great effort to search and develop effective alternatives along with vaccination. Therefore to continue drug discovery endeavors, we used chalcone derivatives to find an effective drug candidate against SARS-CoV2. Chalcone is a common simple scaffold that exists in many diets as well as in traditional medicine. Natural as well as synthetic chalcones have shown numerous interesting biological activities and are also effective in fighting various diseases. Hence various computational methods were applied to find out potential inhibitors of 3CLPro using a library of 3000 compounds of chalcones. Firstly the screening by structure-based pharmacophore model yielded 84 hits that were subjected to molecular docking. The top 10 docked compounds were characterized for stability by using 100 nanoseconds (ns) molecular dynamic (MD) simulation approach. Further, the binding free energy calculation by MMPBSA showed that four compounds bind to 3CLPro enzyme with high affinity i.e., -87.962(KJ/mol), -66.125 (KJ/mol), -59.589(KJ/mol), and -66.728(KJ/mol) respectively. Since chalcone is a common simple scaffold that is present in many diets as well as in traditional medicine, we suggest that screened compounds may emerge as promising drug candidates for SARS-CoV-2. These compounds may be investigated in vitro to evaluate the efficacy againstSARS-CoV-2.
Published: 2022
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13. Computational approaches for drug discovery against COVID-19

Author: Priyanka Sharma, Tushar Joshi, Shalini Mathpal, Sushma Tamta, and Subhash Chandra
Published: 2023
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14. Contributors

Author: Megha Bhat Agni, Fares Al-Ejeh, Amjad Ali, Mariam Al-Muftah, Taís Aparecida Alvarenga, Lobna Al-Zaidan, K.R. Anu, Farha Anwer, Maryum Arif, Hayeqa Shahwar Awan, Anindya Bandyopadhyay, Katarina Baralić, Bruno Henrique Groenner Barbosa, Debmalya Barh, Christopher Barnes, Amina Basheer, Takwa Bedhiafi, Tulika Bhardwaj, Dragica Bozic, Elenice Valentim Carmona, Subhash Chandra, Nathaniel Chapin, Almas Chaudhry, Sarantis Chlamydas, Harry Coppock, Emmanuel Cornillot, Simone Gonçalves da Fonseca, Damodara Gowda, Subham Das, Santanu Dasgupta, Said Dermime, Daniela Fernanda dos Santos Alves, Danijela Đukić-Ćosić, Erika Christiane Marocco Duran, Queenie Fernandes, Juan Luis Fernandez-Martinez, Ana Cláudia Barbosa Honório Ferreira, Danton Diego Ferreira, Roger Frutos, Michael Garbati, Luiz Gustavo Gardinassi, Konstantinos I. Gourgoulianis, Mubashir Hassan, Pramukh Subrahmanya Hegde, Varghese Inchakalody, Alex Joseph, Tushar Joshi, Nagesh Kancharla, Bineypreet Kaur, Jaspreet Kaur, Adithi Kellarai, Andrzej Kloczkowski, Gustavo Barbosa Libotte, Davi Vinícius de Lima, Fran Sérgio Lobato, Abhilash Ludhiadch, Saul O. Lugo Reyes, Kenneth Lundstrom, Amit K. Maiti, Shalini Mathpal, Maysaloun Merhi, Sarra Mestiri, Mostafa M. Mohamed, Maria Helena Baena de Moraes Lopes, Dina Moustafa, Anjana Munshi, Anam Naz, Mina A. Nessiem, Mehmet Özdemir, Gustavo Mendes Platt, Sari Eka Pratiwi, Abdur Rahman, Afsheen Raza, Demóstenes Zegarra Rodríguez, Helioswilton Sales-Campos, Luis Otávio Santos, Shreya Sarkar, Björn W. Schuller, Rwik Sen, Fatima Shahid, Priyanka Sharma, Abubakar Siddique, Ammara Siddique, Pallavi Somvanshi, Camila Oliveira Silva Souza, Syeda Duaa Tahir, Nassiba Taib, Sushma Tamta, Shahab Uddin, Ayşe Rüveyda Uğur, George D. Vavougios, Maaz Waseem, Umesh Prasad Yadav, Eugenia Ch. Yiannakopoulou, Ysrafil Ysrafil, Tahreem Zaheer, Sotirios G. Zarogiannis, and Katarina Živančević
Published: 2023
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15. List of contributors

Author: Sofiya Anjum, S.T.M. Aravindharajan, Priyanka Basera, Geeta Bhandari, Pankaj Bhatt, Sandhya Bind, Sudha Bind, Shuchishloka Chakraborty, Dinesh Chandra, Subhash Chandra, Hemant Dasila, Prasenjit Debbarma, Saurabh Gangola, Vinita Gouri, Neha Jaiswal, Divya Joshi, Samiksha Joshi, Tushar Joshi, Amir Khan, Prashant Khare, Bharti Kukreti, Amit Kumar, Awanish Kumar, Chandra Mohan Kumar, Narendra Kumar, Saurabh Kumar, Amrita Kumari, Manshi Kumari, Banwari Lal, Meeta Lavania, Nidhi Luthra, Damini Maithani, Priyanka Maiti, Govind Makarana, Shalini Mathpal, Mahesha Nand, Veni Pande, Anupam Pandey, Satish Chandra Pandey, Divyansh Panthari, null Poornima, Arjita Punetha, Smita Rana, Sawan Kumar Rawat, Utkarsha Sahu, Mukesh Samant, Diksha Sati, Anita Sharma, Madhvi Sharma, Priyanka Sharma, Raj Shekhar Sharma, Rashmi Sharma, Amanpreet K. Sidhu, Ajay Veer Singh, Shiv Vendra Singh, Deep Chandra Suyal, Neha Suyal, Gohar Taj, Garima Tamta, Ankita H. Tripathi, Priyanka H. Tripathi, Viabhav Kumar Upadhayay, Shobha Upreti, and Shulbhi Verma
Published: 2023
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16. Recent advances in in silico approaches for removal of environmental pollutants

Author: Tushar Joshi, Shalini Mathpal, Priyanka Sharma, Satish Chandra Pandey, Priyanka Maiti, Mahesha Nand, and Subhash Chandra
Published: 2023
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17. Computational investigation of drug bank compounds against 3C-like protease (3CLpro) of SARS-CoV-2 using deep learning and molecular dynamics simulation

Author: Shalini Mathpal, Priyanka Maiti, Veena Pande, Tanuja Joshi, Subhash Chandra, Tushar Joshi, Mahesha Nand, and Priyanka Sharma
Subjects: Drug, Protease, biology, Stereochemistry, media_common.quotation_subject, medicine.medical_treatment, Organic Chemistry, Binding potential, General Medicine, biology.organism_classification, Catalysis, Inorganic Chemistry, Molecular dynamics, chemistry.chemical_compound, Drug repositioning, chemistry, Drug development, Sasa, Drug Discovery, medicine, Physical and Theoretical Chemistry, Molecular Biology, Methylphosphonic acid, Information Systems, media_common
Abstract: Blocking the main replicating enzyme, 3 Chymotrypsin-like protease (3CLpro) is the most promising drug development strategy against the SARS-CoV-2 virus, responsible for the current COVID-19 pandemic. In the present work, 9101 drugs obtained from the drug bank database were screened against SARS-CoV-2 3CLpro prosing deep learning, molecular docking, and molecular dynamics simulation techniques. In the initial stage, 500 drug-screened by deep learning regression model and subjected to molecular docking that resulted in 10 screened compounds with strong binding affinity. Further, five compounds were checked for their binding potential by analyzing molecular dynamics simulation for 100 ns at 300 K. In the final stage, two compounds {4-[(2s,4e)-2-(1,3-Benzothiazol-2-Yl)-2-(1h-1,2,3-Benzotriazol-1-Yl)-5-Phenylpent-4-Enyl]Phenyl}(Difluoro)Methylphosphonic Acid and 1-(3-(2,4-dimethylthiazol-5-yl)-4-oxo-2,4-dihydroindeno[1,2-c]pyrazol-5-yl)-3-(4-methylpiperazin-1-yl)urea were screened as potential hits by analyzing several parameters like RMSD, Rg, RMSF, MMPBSA, and SASA. Thus, our study suggests two potential drugs that can be tested in the experimental conditions to evaluate the efficacy against SARS-CoV-2. Further, such drugs could be modified to develop more potent drugs against COVID-19.
Published: 2021
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18. In silico identification of antidiabetic target for phytochemicals of A. marmelos and mechanistic insights by molecular dynamics simulations

Author: Tushar Joshi, Sushma Tamta, Priyanka Sharma, Subhash Chandra, and Shalini Mathpal
Subjects: Virtual screening, Chemistry, In silico, General Medicine, Pharmacology, chemistry.chemical_compound, Molecular dynamics, Gastric inhibitory polypeptide, Structural Biology, Docking (molecular), Auraptene, Pharmacophore, Molecular Biology, Dipeptidyl peptidase-4
Abstract: The leaves and fruits of Aegle marmelos (L.) have antidiabetic activity. However, the mode of action and molecules having antidiabetic activity are not known. Hence, we conducted molecular docking of phytochemicals with various molecular antidiabetic targets to find the same. Docking prioritized Dipeptidyl peptidase-4 (DPP-4) as the main target for phytochemicals of Aegle marmelos. DPP-4 inactivates intestinal peptides, glucagon-like peptide-1 (GLP-1), and Gastric inhibitory polypeptide (GIP). GLP-1 and GIP stimulate a decline in blood glucose levels, but DPP-4 inhibits their functions resulting high level of glucose. Hence inhibiting the activity of DPP-4 is a well-known strategy to treat Type 2 diabetes. Therefore, to find a mechanism that may be involved to act as a natural inhibitor of DPP-4, we screened five phytochemicals out of seventy-three based on Virtual Screening, ADMET Drug-likeness analysis, and PAINS filtering. Further, all five phytochemicals, i.e. Aegeline, Citral, Marmesinin, Auraptene, β-Bisabolene, and reference compound subjected MDS for analyzing the stability of docked complexes to assess the fluctuation and conformational changes during protein-ligand interaction. The values of RMSD, RG, RMSF, SASA, and Gibbs energy revealed the good stability of these phytochemicals in the active site pocket of DPP-4 in comparison to reference. Additionally, we have done the pharmacophore analysis, which revealed many common pharmacophore features between screened phytochemicals of A. marmelos and reference molecule. Our results show that these phytochemicals are potential antidiabetic candidates and can be further modified and evaluated to develop more effective antidiabetic drugs against DPP-4 to treat Type 2 Diabetes. Communicated by Ramaswamy H. Sarma.
Published: 2021
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19. Baricitinib in patients admitted to hospital with COVID-19 (RECOVERY): a randomised, controlled, open-label, platform trial and updated meta-analysis

Author: Obbina Abani, Ali Abbas, Fatima Abbas, Joshua Abbas, Kasim Abbas, Mustafa Abbas, Sadia Abbasi, Hakam Abbass, Alfie Abbott, Alison Abbott, Nabeel Abdallah, Ammar Abdelaziz, Ashraf Abdelaziz, Mohamed Abdelfattah, Bushra Abdelqader, Audrey Abdul, Basir Abdul, Siddiqui Abdul, Althaf Abdul Rasheed, Ajibode Abdulakeem, Rezan Abdul-Kadir, Abdullah Abdullah, Abdulfatahi Abdulmumeen, Rasheed Abdul-Raheem, Niyaz Abdulshukkoor, Kula Abdusamad, Yazeed Abed El Khaleq, Mai Abedalla, Abeer Ul Amna, Lynn Abel, Katrina Abernethy, Movin Abeywickrema, Chandra Abhinaya, Affyarsyah Abidin, Adebanke Aboaba, Abigail Aboagye-Odei, Heba Aboelela, Hani Abo-Leyah, Karim Abouelela, Ahmed Abou-Haggar, Mahmoud Abouibrahim, Ahmed Abousamra, Mona Abouzaid, Miriam Abraham, Tizzy Abraham, Abraheem Abraheem, Judith Abrams, Rebecca Abrams, Hyacinth-John Abu, Ahmed Abu-Arafeh, Syed Mohamed Abubacker, Akata Abung, Yousuf Abusamra, Yaa Aceampong, Amaka Achara, Devikumar Acharya, Prince Acheampong, Sarah Acheampong, Janet Acheson, Shiella Achieng, Andres Acosta, Rebecca Acquah, Catherine Acton, Jacqueline Adabie-Ankrah, Paul Adair, Fiona Adam, Matthew Adam, Huzaifa Adamali, Marta Adamczyk, Carol Adams, Charlotte Adams, Daniel Adams, Kate Adams, Laura Adams, Nikkita Adams, Richard Adams, Tim Adams, Laura Adamu-Ikeme, Krishma Adatia, Kirsty Adcock, Afua Addo, Oluwatobi Adeagbo, Ade Adebiyi, Ogunlana Adedeji, Yewande Adegeye, Ken Adegoke, Vicki Adell, Sherna Adenwalla, Femi W Adeoye, Oluwasegun A Adesemoye, Emmanuel O Adewunmi, Adedamola Adeyanju, Joyce Adeyemi, Tenifayo Adeyemo, Binay Adhikari, Rina Adhikary, Adhikarla Aditya, Gabrielle Adkins, Adnan Adnan, John Aeron-Thomas, Debbie Affleck, Carmel Afnan, Muhammad Afridi, Zainab A Aftab, Meenakshi Agarwal, Rachel Agbeko, Chris Agbo, Sunil Aggarwal, Arameh Aghababaie, Laura Aguilar Jimenez, Shafana Ahamed Sadiq, Mohamed H Ahammed Nazeer, Mohammad Ahmad, Syed Ahmad, Afshan Ahmed, Ashar Ahmed, Asim Ahmed, Basheer A R Ahmed, Bilal Ahmed, Forizuddin Ahmed, Hamze Ahmed, Hanad Ahmed, Irshad Ahmed, Khaled Ahmed, Khalil Ahmed, Liban Ahmed, Mahin Ahmed, Maria C Ahmed, Muhammad S Ahmed, Naseer Ahmed, Nausheen Ahmed, Osama Ahmed, Rajia A Ahmed, Rawya Ahmed, Rizwan Ahmed, Saif Ahmed, Sammiya Ahmed, Sana G Ahmed, Syed Ahmed, Syed H Ahmed, Roa Ahmed Ali, Bilal Ahmed Mohamud, Sana Ahmed, Sana Ahmer, Augustine Ahonia, Christine Aiken, Dhiraj Ail, Mark Ainsworth, Myriam Aissa, Lindianne Aitken, Bini Ajay, Abdulakeem Ajibode, Ayesha Ajmi, Nasim Akhtar, Nauman Akhtar, Suha Akili, Bolutito Akinbiyi, Oludoyinsola Akindolie, Yinka Akinfenwa, Olugbenga Akinkugbe, Ibrahim Akinpelu, Mohammad Akram, Olugbenro Aktinade, Uzayr Akudi, Ahmad S A R Al Aaraj, Asma Al Balushi, Majd Al Dakhola, Aladdin Al Swaifi, Eslam Al-Abadi, Adegoke Alabi, Narendra Aladangady, Mohamed Alafifi, Ayaz Alam, Sajid Alam, Abbas Al-Asadi, Kyriaki Alatzoglou, Paul Albert, Lorraine Albon, Angela Alcala, Gemma Alcorn, Stephen Alcorn, Aggie Aldana, David Alderdice, Abdullah Aldesouki, Rayan Aldouri, Jonathan Aldridge, Nicolas Aldridge, Ram M Ale, Ana Alegria, Alison Alexander, Courtney Alexander, John Alexander, Peter D G Alexander, Julyan Al-fori, Laith Alghazawi, Osama Alhabsha, Bahij Al-Hakim, Rafil Alhameed, Mohammed Al-Hayali, Shams Al-Hity, Ali Ali, Amanda Ali, Asad Ali, Fawzia R Ali, Jawad Ali, Mariam Ali, Mohamed Ali, Mohammad Ali, Muhammad S Ali, Nayab Ali, Oudai Ali, Ramla Ali, Sakina Ali, Syed Ali, Emilio Aliberti, Jade Alin, Abid Alina, Analyn Alipustain, Fine Aliyuda, Katrin Alizadeh, Maithem Al-Jibury, Saba Al-Juboori, Majid Al-Khalil, Abdullah Alkhudhayri, Moutaz Alkhusheh, Fiona Allan, Nataliya Allan, Alison Allanson, Robert Allcock, Eireann Allen, Jade Allen, Kerry Allen, Louise Allen, Poppy Allen, Rebecca Allen, Sam Allen, Sharon Allen, Simon Allen, Tania Allen, Abiola Alli, Kathryn Allison, Bethan Allman, Helen K Allsop, Lynne Allsop, David Allsup, Amal F T Almahroos, Hassan Al-Moasseb, Magda Al-Obaidi, Lina Alomari, Akram Al-Rabahi, Bahar Al-Ramadhani, Zayneb Al-Saadi, Riyam Al-Sammarraie, Inji Alshaer, Rustam Al-Shahi Salman, Warkaq Al-Shamkhani, Fadia Alsheikh, Bashar Al-Sheklly, Sara Altaf, Amanda Alty, Mary Alvarez, Maria Alvarez Corral, Edward Alveyn, Maysaa Alzetani, Susan Amamou, Noor Amar, Sakkarai Ambalavanan, Robert Ambrogetti, Chris Ambrose, Amir Ameen, Katharine Ames, Maria R Amezaga, Allison Amin, Amina Amin, Kanish Amin, Syed Amin, Tara Amin, Badshah Amit, Amjad Amjad, Neelma Amjad, Victoria Amosun, Muhammad Amsal, Khaled Amsha, Noelia Amutio Martin, Pugh Amy, Ann Anada, Atul Anand, Samantha Anandappa, Satya D Anantapatnaikuni, Ellen Anderson, Julie Anderson, Laura Anderson, Marina Anderson, Michelle Anderson, Nicola Anderson, Rachel Anderson, Rebecca Anderson, Rory Anderson, Samantha Anderson, Wendy Anderson, Prematie Andreou, Angela Andrews, Antonette Andrews, Jill Andrews, Joyann Andrews, Kanayochukwu Aneke, Andrew Ang, Wan Wei Ang, Tammy Angel, Aramburo Angela, Paola Angelini, Lazarus Anguvaa, Oleg Anichtchik, Millicent Anim-Somuah, Krishnan Aniruddhan, Jessica Annett, Louise Anning, Patrick J Anstey, Rebekah Anstey, Alpha Anthony, Aaron Anthony-Pillai, Philip Antill, Zhelyazkova Antonina, Varghese Anu, Muhammad Anwar, Elena Apetri, Aristeidis Apostolopoulos, Sarah Appleby, Diane Appleyard, Maia F Aquino, Bianca Araba, Samuel Aransiola, Mariana Araujo, Ann Archer, Denise Archer, Samuel Archer, Simon Archer, Daniele Arcoria, Christian Ardley, Ana-Maria Arias, Oluwatoyin Aribike, Ryoki Arimoto, Charlotte Arkley, Charlotte Armah, Ilianna Armata, Jennifer Armistead, Adam Armitage, Ceri Armstrong, Maureen Armstrong, Sonia Armstrong, Wendy Armstrong, Philippa Armtrong, Heike Arndt, Clare Arnison-Newgass, David Arnold, Rachael Arnold, Andrew Arnott, Dhawal Arora, Kavan Arora, Pardeep Arora, Rishi Arora, Arslam Arter, Armena Arumaithurai, Ayush Arya, Rita Arya, Denisa Asandei, Adeeba Asghar, Malik Asghar, Arif Ashab, Catherine Ashbrook-Raby, Helen Ashby, Jan Ashcroft, John Ashcroft, Samuel Ashcroft, Georgia Asher, Zakariya Ashfak, Ayesha Ashfaq, Abdul Ashish, Dawn Ashley, Sally Ashman-Flavell, Sundar Ashok, Abd-El-Aziz Ashour, Muhammad Z Ashraf, Saima Ashraf, Mohammad B Ashraq, Deborah Ashton, Susan Ashton, Andrew Ashworth, Fiona J Ashworth, Rebecca Ashworth, Arshia Aslam, I Aslam, Suhail Aslam, Laura Aslett, Harshini Asogan, Atif Asrar, Omar Assaf, Raine Astin-Chamberlain, Deborah Athorne, Billie Atkins, Christopher Atkins, Stacey Atkins, John Atkinson, Vicki Atkinson, Abolaji Atomode, Brygitta Atraskiewicz, Abdul A Attia, Eva Attubato, Marie Attwood, Paula Aubrey, Zoltan Auer, Avinash Aujayeb, Aye C T Aung, Hnin Aung, Hnin W W Aung, Ko K Aung, Kyaw T Aung, Nwe Aung, Yin Aung, Zaw M Aung, Emily Austin, Karen Austin, Abdusshakur Auwal, Malcolm Avari, Miriam Avery, Nicholas Aveyard, Joanne Avis, Georgina Aviss, Cristina Avram, Paula Avram, Abuzar Awadelkareem, Gabriel Awadzi, Mahmoud Awaly, Atia Awan, Aszad Aya, Eman Ayaz, Amanda Ayers, Jawwad Azam, Ahmed Azeem, Mohammed Azharuddin, Ammar Aziz, Ghazala Aziz, Imran Aziz, N Aziz, Ali Azkoul, Ashaari Azman Shah, Giada Azzopardi, Hocine Azzoug, Fiyinfoluwa Babatunde, Melvin Babi, Babiker Babiker, Gayna Babington, Matthew Babirecki, Marta Babores, Adetona O Babs-Osibodu, Sammy Bacciarelli, Roudi Bachar, Michel-Elie Bachour, Gina Bacon, Jenny Bacon, Bibi Badal, Maryuma Bader, Gurpreet R Badhan, Shreya Badhrinarayanan, Joseph P Bae, Alice Baggaley, Amy Baggott, Graham Bagley, Dinesh Bagmane, Lynsey Bagshaw, Kasra Bahadori, Angela Bailey, James Bailey, Katie Bailey, Lindsey Bailey, Liz Bailey, Lucy Bailey, Maria A Bailey, Morgan Bailey, Pippa Bailey, Sarah Bailey, Hamish Baillie, J Kenneth Baillie, Jennifer Bain, Vikram Bains, David Baird, Eilidh Baird, Kevin Baird, Susan Baird, Tracy Baird, Yolanda Baird, Aiysha Bajandouh, Danielle C Baker, Elizabeth Baker, Evelyn Baker, Johanne Baker, Josephine Baker, Kenneth Baker, Mark Baker, Rebecca Baker, Terri-Anne Baker, Victoria Baker, Hugh Bakere, Nawar Bakerly, Michelle Baker-Moffatt, Ameet Bakhai, Nauman Bakhtiar, Panos Bakoulas, Dhanalakshmi Bakthavatsalam, Niranjan Balachandran, Andrea Balan, Prasath Balasingam, Theodosios Balaskas, Madhu Balasubramaniam, Nicola Balatoni, Alison Balcombe, Alexander Baldwin, Ashley Baldwin, Caron Baldwin, Danielle Baldwin, Fiona Baldwin, Rebekah Baldwin-Jones, Nichola Bale, James Balfour, Matthew Ball, Robert Ball, K Ballard, Ismael Balluz, Craig Balmforth, Emese Balogh, Abeir Baltmr, Amir Baluwala, Gabby Bambridge, Alasdair Bamford, Amy Bamford, Peter Bamford, Adefunke Bamgboye, Elizabeth Bancroft, Hollie Bancroft, Joyce Banda, Krishna Bandaru, Srini Bandi, Nageswar Bandla, Somaditya Bandyopadhyam, Amit Banerjee, Ritwik Banerjee, Omar Bani-Saad, Harrison Banks, Luke Banks, Paul Banks, Claudia Bann, Helen Bannister, Oliver Bannister, Laura Banton, Tran Bao, Mariamma Baptist, Tanya Baqai, Ananya M Baral, Desislava Baramova, Russel Barber, Emma Barbon, Monica Barbosa, Jamie Barbour, Alexander Barclay, Amanda Barclay, Claire Barclay, George Bardsley, Stephanie Bareford, Shahedal Bari, Morris Barimbing, Amy Barker, Debbie Barker, Erandi Barker, Helen Barker, Joseph Barker, Leon Barker, Lesley Barker, Oliver Barker, Kerry Barker-Williams, Sinha Barkha, Juliana Barla, Gavin Barlow, Richard Barlow, Valerie Barlow, James Barnacle, Alex Barnard, Debi Barnes, Nicky Barnes, Rory Barnes, Theresa Barnes, Calum Barnetson, Amy Barnett, Ashton Barnett-Vanes, William Barnsley, Andrew Barr, David Barr, James Barr, Charlotte Barr, Nina Barratt, Shaney Barratt, Manuella Barrera, Amy Barrett, Fiona Barrett, Jessica Barrett, Sue Barrett, Esther Barrow, Jazz Bartholomew, Claire Bartlett, Georgina Bartlett, James Bartlett, Louise Bartlett, Shauna Bartley, Sandra Bartolmeu-Pires, Anna Barton, Greg Barton, Jill Barton, Lorna Barton, Rachael Barton, Rosaleen Baruah, Sonia Baryschpolec, Hannah Bashir, Archana Bashyal, Betsy Basker, Buddha Basnyat, Ayten Basoglu, Alexander Basran, John Bassett, G Bassett, Chris Bassford, Bengisu Bassoy, Victoria Bastion, Anup Bastola, Anupam Basumatary, Precious Basvi, Vipula R Bataduwaarachchi, Tristan Bate, Harry J Bateman, Kathryn Bateman, Vhairi Bateman, Eleanor Bates, Hayley Bates, Michelle Bates, Simon Bates, Sally Batham, Ana Batista, Amit Batla, Dushyant Batra, Harry Batty, Thomas Batty, Alice Batty, Miranda Baum, Rachel Baumber, Carina Bautista, Fareha Bawa, Tanveer Bawa, Fatima S Bawani, Simon Bax, Matt Baxter, Nicola Baxter, Zachary Baxter, Hannah Bayes, Lee-Ann Bayo, Farid Bazari, Rohit Bazaz, Ahmad Bazli, Laura Beacham, Wendy Beadles, Kirsten Beadon, Philip Beak, Andy Beale, Kathy Beard, Jack Bearpark, Alanna Beasley, Sandee Beattie, Karen Beaumont, Dawn Beaumont-Jewell, Theresa Beaver, Sarah Beavis, Christy Beazley, Sarah Beck, Virginia Beckett, Rosie Beckitt, Sarah Beckley, Heidi Beddall, Seonaid Beddows, Deborah Beeby, Sophia Beeby, Gail Beech, Michelle Beecroft, Nigel Beer, Sally Beer, Jane Beety, Gabriela Bega, Alison Begg, Susan Begg, Sara Beghini, Ayesha Begum, Salman Begum, Selina Begum, Teresa Behan, Roya Behrouzi, Jon Beishon, Claire Beith, James Belcher, Holly Belfield, Katherine Belfield, Ajay Belgaumkar, Dina Bell, Gareth Bell, Gillian Bell, Jessica Bell, Lauren Bell, Louise Bell, Nicholas Bell, Pippa Bell, Stephanie Bell, Jennifer Bellamu, Mary Bellamy, Tammy Bellamy, Arianna Bellini, Amanda Bellis, Fionn Bellis, Lesley Bendall, Naveena Benesh, Nicola Benetti, Leonie Benham, Guy Benison-Horner, Sarah Benkenstein, Tracey Benn, Ann Bennett, Caroline Bennett, Denise Bennett, Gillian Bennett, Kaytie Bennett, Kristopher Bennett, Lorraine Bennett, Miriam R Bennett, Sara Bennett, Karen Bennion, Gautham Benoy, Vivienne Benson, Andrew Bentley, James Bentley, Ian Benton, Eva Beranova, Matthew Beresford, Colin Bergin, Malin Bergstrom, Jolanta Bernatoniene, Thomas Berriman, Zoe Berry, Frida Best, Kimberley Best, Ans-Mari Bester, Yvonne Beuvink, Emily Bevan, Sarah Bevins, Tom Bewick, Andrew Bexley, Sonay Beyatli, Fenella Beynon, Arjun Bhadi, Sanjay Bhagani, Shiv Bhakta, Rekha Bhalla, Khushpreet Bhandal, Kulbinder Bhandal, Ashwin Bhandari, Lila N Bhandari, Sangam Bhandari, Jennifer Bhanich Supapol, Aashutosh Bhanot, Ravina Bhanot, Swati Bhasin, Abdul Bhat, Prashanth Bhat, Rahul Bhatnagar, Karan Bhatt, Janki Bhayani, Deepika Bhojwani, Parminder Bhuie, Salimuzzaman Bhuiyan, Anna Bibby, Fatima Bibi, Naheeda Bibi, Salma Bibi, Tihana Bicanic, Sarah Bidgood, Julie Bigg, Sarah Biggs, Alphonsa Biju, Andras Bikov, Sophie Billingham, Jessica Billings, Alice Binns, Muhammad BinRofaie, Oliver Bintcliffe, Catherine Birch, Janine Birch, Jenny Birch, Katherine Birchall, Sam Bird, Sumedha Bird, Sarah Bird, Mark Birt, Claire Bishop, Kilanalei Bishop, Linda Bishop, Lisa Bishop, Karen Bisnauthsing, Nibedan Biswas, Sahar Biuk, Karen Blachford, Ethel Black, Helen Black, Karen Black, Mairead Black, Polly Black, Virginia Black, Hayley Blackgrove, Bethan Blackledge, Joanne Blackler, Samantha Blackley, Helen Blackman, Caroline Blackstock, Cameron Blair, Francesca Blakemore, Helen Blamey, Alison Bland, Sujata Blane, Simon Blankley, Parry Blaxill, Katie Blaylock, Jane Blazeby, Natalie Blencowe, Ben Bloom, Jack Bloomfield, Angela Bloss, Alex Blowers, Samuel Blows, Hannah Bloxham, Susan Blrd, Louise Blundell, Andrew Blunsum, Mark Blunt, Tadhg Blunt, Ian Blyth, Kevin Blyth, Andrew Blythe, Karen Blythe, Marilyn Boampoaa, Sarah Board, Boniface Bobie, Karen Bobruk, Pritesh N Bodalia, Neena Bodasing, Marianne Boden, Tanya Bodenham, Gabriele Boehmer, Marta Boffito, Katherine Bohanan, Kristyna Bohmova, Niamh Bohnacker, Sumit Bokhandi, Maria Bokhar, Saba Bokhari, Sakina Bokhari, Syed O Bokhari, Idan Bokobza, Ambrose Boles, Clare Bolger, Charlotte Bond, Helena Bond, Stuart Bond, Thomas Bond, Alice Bone, Georgia Boniface, Lizzy Bonney, Lauren Booker, Sarah Boot, Matthew Boothroyd, Joanne Borbone, Naomi Borman, Samantha Bosence, Kirsty Bostock, Neil Botting, Fiona Bottrill, Hannah Bouattia, Laura Bough, Hayley Boughton, Zoe Boult, Tarek Boumrah, Miriam Bourke, Stephen Bourke, Michelle Bourne, Rachel Bousfield, Lucy Boustred, Alexandra Bowes, Amy Bowes, Philip Bowker, Tabitha Bowker, Helen Bowler, Louise Bowman, Simon Bowman, Rachel Bowmer, Angie Bowring, Helen Bowyer, Aileen Boyd, Jenny Boyd, Laura Boyd, Nicola Boyer, Namoi Boyle, Pauline Boyle, Rosalind Boyle, Louise Boyles, Leanna Brace, Abbey Bracken, Jodie Bradder, Clare J Bradley, Pamela Bradley, Patrick Bradley, Paul Bradley, Joanne Bradley-Potts, Lynne Bradshaw, Zena Bradshaw, Clare Brady, Rebecca Brady, Shirin Brady, Pedro Braga Sardo, Denise Braganza, Megan Braithwaite, Susan Brammer, Marie Branch, Thomas Brankin-Frisby, Jamie Brannigan, Sophie Brattan, Fiona Bray, Nancy Bray, Manny Brazil, Lucy Brear, Tracy Brear, Stephen Brearey, Laura Bremner, Morwenna Brend, Carolin Bresges, Catherine Bressington, Giovanna Bretland, Chris Brewer, Michael Bridgett, Gavin Bridgwood, Sara Brigham, John Bright, Christopher Brightling, Tracey 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Michelle Bruce, Wojciech Brudlo, Andrei Brunchi, Nigel Brunskill, Alan Brunton, Margaret Brunton, Meera Bryant, Emma Bryden, Hannah Brzezicki, April Buazon, Maya H Buch, Ruaridh Buchan, Danielle Buche, Amanda Buck, Lisa Buck, Matthew Buckland, Clare Buckley, Laura Buckley, Philip Buckley, Sarah Buckley, Carol Buckman, Alex Budds, George Bugg, Ramadan Bujazia, Marwan Bukhari, Shanze Bukhari, Richard Bulbulia, Alex Bull, Damian Bull, Kate Bull, Rhian Bull, Thomas Bull, Emily Bullock, Susan Bullock, Naomi Bulteel, Kasun Bumunarachchi, Roneleeh Bungue-Tuble, Oliver Burbidge, Caroline Burchett, Dorota Burda, Christy Burden, Thomas G Burden, Mika Burgess, Richard Burgess, Sophia Burgess, Hasan Burhan, Hannah Burke, Kerry Burke, Adrian Burman, Sara Burnard, Caroline Burnett, Sharon Burnett, Amy Burns, Collette Burns, James Burns, Karen Burns, Kiki Burns, Daniel Burrage, Kate Burrows, Claire Burston, Anna Burton, Ben Burton, Fiona Burton, Helen Burton, Matthew Burton, Mannaria Butar butar, Deborah Butcher, Aaron Butler, Emily Butler, Jessica Butler, Joanne Butler, Joshua Butler, Peter Butler, Susan Butler, Jenny Butler, Al-Tahoor Butt, Massawer Butt, Mohammad M Butt, Caryl Butterworth, Nicola Butterworth-Cowin, Robert Buttery, Tom Buttle, Heather Button, Daniel Buttress, Hannah Bye, Jane Byrne, Wendy Byrne, Victoria Byrne-Watts, Amanda Cabandugama, Luisa Cabrero, Simone Caddy, Ruth Cade, Anthony Cadwgan, Zhen Cahilog, Ajeng Cahyareny, Donna Cairney, James Calderwood, Darren Caldow, Emily Cale, Giorgio Calisti, Debbie Callaghan, Jennifer Callaghan, Claire Callens, Donaldson Callum, Caroline Calver, Melissa Cambell-Kelly, Tracey Camburn, David R Cameron, Eleanor Cameron, Fraser Cameron, Sheena Cameron, Christian Camm, Renee F D Cammack, Alison Campbell, Amy Campbell, Barbara Campbell, Bridget Campbell, Debbie Campbell, Helen Campbell, Hilary Campbell, Jonathan Campbell, Karen Campbell, Marion Campbell, Mark Campbell, Rachael Campbell, Robyn Campbell, Wynny Campbell, Quentin Campbell Hewson, Julie Camsooksai, Lisa Canclini, Shaula Mae Candido, Janie Candlish, Cielito Caneja, Alexandra Cann, Johnathon Cann, Ruby Cannan, Abigail Cannon, Emma Cannon, Michael Cannon, Petra Cannon, Vivienne Cannons, Ebnier Canonizado, Jane Cantliff, Ben Caplin, Santino Capocci, Noemi Caponi, Angelika Capp, Richard Capstick, Thomas Capstick, Catalin Caraenache, Aimee Card, Mary Cardwell, Charles Carey, Rachel Carey, Simon Carley, Ffion Carlin, Tammy Carlin, Samantha Carmichael, Margaret Carmody, Mandy Carnahan, Charlotte Caroline, Jodi Carpenter, Sharon Carr, Anna Carrasco, Zoe Carrington, Amy Carroll, Anne Carroll, Paul Carroll, Rachel Carson, Cindy Cart, Emma Carter, Jonathan Carter, Michael Carter, Natasha Carter, Paul Carter, Penny Carter, Douglas Cartwright, Jo-Anne Cartwright, Claire Carty, Lotoyah Carty, Jaime Carungcong, Charlotte Carver, Emma Carver, Rachel Carver, Susan Casey, Annie Cassells, Teresa Castiello, Gail Castle, Bridget Castles, Melanie Caswell, Ana 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Chandrasekaran, Yvonne Chang, Grace Chaplin, Josephine Chaplin, Graeme Chapman, John Chapman, Katie Chapman, Laura Chapman, Lianne Chapman, Matthew Chapman, Polly Chapman, Timothy Chapman, Lucy Chappell, Amanda Charalambou, Bethan Charles, Dianne Charlton, Sam Charlton, Kevin Chatar, Calvin Chatha, Debra Chatterton, Ritesh Chaube, Muhammad Y N Chaudhary, Iram Chaudhry, Zain Chaudhry, Nazia Chaudhuri, Muhammad Chaudhury, Anoop Chauhan, Ruchi S Chauhan, Alexander Chavasse, Nicola Chavasse, Vipal Chawla, Lindsay Cheater, James Cheaveau, Charlotte Cheeld, Michelle Cheeseman, Fang Chen, Hui Min Chen, Terence Chen, Floria Cheng, Lok Yin Cheng, Zhihang Cheng, Helen Chenoweth, Chun How Cheong, Shiney Cherian, Mary Cherrie, Helen Cheshire, Chee Kay Cheung, Elaine Cheung, Kayan Cheung, Michelle Cheung, Claire Cheyne, Swati Chhabra, Wei Ling Chia, Eric Chiang, Angela Chiapparino, Rosavic Chicano, Moses Chikungwa, Zviedzo A Chikwanha, Gemma Chilcott, Sam Chilcott, Alison Chilvers, Phillipa Chimbo, KokWai Chin, Wen Jie Chin, Rumbidzai Chineka, Amol Chingale, Ezomike Chinonso, Chloe Chin-Saad, Margaret Chirgwin, Heather Chisem, Claire Chisenga, Catherine Chisholm, Ben Chisnall, Carolyn Chiswick, Sunder Chita, Nihil Chitalia, Matthew Chiu, Laura Chiverton, Brenda Chivima, Catherine Chmiel, Soha Choi, Willy Choon Kon Yune, Meena Chopra, Michelle Chopra, Vandana Choudhary, Omur Choudhury, Sarah Choudhury, Bing-Lun Chow, Mahibbur Chowdhury, Shahid Chowdhury, Angela Chrisopoulou, Victoria Christenssen, Peter Christian, Alexander Christides, Fiona Christie, Daniel Christmas, Georgios Christoforou, Thereza Christopherson, Anna Christou, Mark Christy, Paris Chrysostomou, Yunli Chua, Dip Chudgar, Richard Chudleigh, Srikanth Chukkambotla, Michael E Chukwu, Izu Chukwulobelu, Chi Yee Chung, Elaine Church, Sara R Church, David Churchill, Nicole Cianci, Paola Cicconi, Paola Cinardo, Zdenka Cipinova, Bessie Cipriano, Sarah Clamp, Bridget Clancy, Melanie Clapham, Edel Clare, Sarbjit Clare, Andrew 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Coey, Danielle Cohen, Jonathan Cohen, Oliver Cohen, David Cohen, Mike Cohn, Louise Coke, Olutoyin Coker, Nicholas Colbeck, Roghan Colbert, Esther Cole, Jade Cole, Joby Cole, Garry Coleman, Matt Coleman, Nick Coleman, Holly Coles, Macleod Colin, Alicia Colino-Acevedo, Julie Colley, Kathleen Collie, Alexandra Collier, Danielle Collier, Dawn Collier, Heather Collier, Terry Collingwood, Paul Collini, Emma Collins, Jaimie Collins, Joanne Collins, Kayleigh Collins, Megan Collins, Nicola Collins, Sally Collins, Vicky Collins, Andrew Collinson, Bernadette Collinson, Jennifer Collinson, Matthew Collis, Madeleine Colmar, Hayley E Colton, James Colton, Katie Colville, Carolyn Colvin, Edward Combes, David Comer, Alison Comerford, Dónal Concannon, Alison Condliffe, Robin Condliffe, Emma Connell, Lynne Connell, Natalie Connell, Karen Connelly, Gavin Connolly, Emma Connor, Antonia Conroy, Kevin Conroy, Veronica Conteh, Rory Convery, Francesca Conway, Grainne Conway, Rhiannon Conway, Robert Conway, Jo-Anna Conyngham, Amanda Cook, Amber Cook, Colette Cook, Eloise Cook, Gemma Cook, Helen Cook, Julie Cook, Martin Cook, Sarah Cook, Danielle Cooke, Graham Cooke, Hannah Cooke, Justin Cooke, Katrina Cooke, Tim Cooke, Vikki Cooke, Adele Cooper, Chris Cooper, David Cooper, Helen Cooper, Jamie Cooper, Lauren Cooper, Nick Cooper, Rowena Cooper, Samantha Cooray, Thomas Cope, Sinead Corbet, Carolyn Corbett, Ailsa Corbishley, John Corcoran, Chris Cordell, Jessica Cordle, Alasdair Corfield, John Corless, Alison Corlett, Joe Cornwell, Michael Cornwell, Diana Corogeanu, Aisling Corr, Mirella Corredera, Ruth Corrigan, P Corry, Rita Corser, Jon Cort, Denise Cosgrove, Tracey Cosier, Patricia Costa, Telma Costa, Charlie Coston, Susannah Cotgrove, Zoe Coton, Lisa-Jayne Cottam, Rhiannon Cotter, Donna Cotterill, Caroline Cotton, George Couch, Martina Coulding, Andrew Coull, David Counsell, David Counter, Cherry Coupland, Ellie Courtney, Julia Courtney, Rebecca Cousins, Amanda J Coutts, Alexander Cowan, 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Cunliffe, Neil Cunningham, Nicola Cunningham, Jason Cupitt, Hollie Curgenven, Gerens Curnow, David Curran, Simon Curran, Craig Currie, Jacqueline Currie, Scarlett Currie, Susan Currie, Susie Currie, Jonathan Curtis, Katrina Curtis, Matthew Curtis, Olivia Curtis, Thomas Curtis, Rebecca Cuthbertson, Jennifer Cuthill, Sean Cutler, Sarah Cutts, Marta Czekaj, Patrycja Czylok, Shane D'Souza, Joana da Rocha, Mohammed Dafalla, Andrew Dagens, Helen Daggett, Jacqui Daglish, Sandeep Dahiya, Anne Dale, Katie Dale, Michaela Dale, Sam Dale, Susan Dale, Jolyon Dales, Helen Dalgleish, Helen Dallow, Carlo D'aloia, Dermot Dalton, Morag Dalton, Zoe Daly, Mansi Damani, Eleanor Damm, Akila Danga, Joanne Dangerfield, Amelia Daniel, Priya Daniel, Allison Daniels, Adela Dann, Sandra Danso-Bamfo, Suzanne Darby, Alex Darbyshire, Janet Darbyshire, Paul Dargan, Paul Dark, Kate Darlington, Sarah Darnell, Tom Darton, Guledew Darylile, Avisnata Das, Manjusha Das, Sukamal Das, Martin Daschel, Joanne Dasgin, Dibyendu Datta, Anna Daunt, Vaishali Dave, Emily Davenport, Mark Davey, Miriam Davey, Molly Davey, Mini David, Alexander Davidson, Laura Davidson, Neil Davidson, Richard Davidson, Albert Davies, Alison Davies, Amanda Davies, Amy Davies, Angela Davies, Bethan Davies, Caroline Davies, Carolyn Davies, Catrin Davies, Dawn Davies, Drew Davies, Elaine Davies, Elinor Davies, Ellie Davies, Ffyon Davies, Gwyneth Davies, Helen Davies, Jennifer Davies, Jim Davies, Karen Davies, Kelly Davies, Kim Davies, Llinos Davies, Louisa Davies, Matthew Davies, Michelle Davies, Nina Davies, Owen Davies, Patrick Davies, Rachel Davies, Rhys Davies, Ruth Davies, Sally Davies, Sarah Davies, Simon Davies, Sue Davies, Alison Davis, Julie-Ann Davis, Katherine Davis, Peter Davis, Andrea Davis-Cook, Alexander Davison, Christine Dawe, H Dawe, Mark Dawkins, Angela Dawson, Danielle Dawson, Elizabeth Dawson, Joy Dawson, Lucinda Dawson, Mike Dawson, Susan Dawson, Tom Dawson, Isla Dawson, Andrew Daxter, Andrew Day, Jacob Day, Jeremy N Day, Jamie D'Costa, Parijat De, Pradip De, Duneesha de Fonseka, Toni de Freitas, Roberta De Pretto, Frederico De Santana Miranda, Eleanor de Sausmarez, Shanika de Silva, Thushan de Silva, Jessica De Sousa, Paulo De Sousa, James de Souza, Phillip De Souza, Anthony De Soyza, Natasha de Vere, Johannes de Vos, Bethan Deacon, Sharon Dealing, Anna Dean, Julie Dean, Katrina Dean, Stephen Dean, Tessa Dean, Jill Deane, James Dear, Effie Dearden, Catherine Deas, Samuel Debbie, Gabor Debreceni, Vashist Deelchand, Matthew Deeley, Joanne Deery, Emmanuel Defever, Manuela Del Forno, Arnold Dela Rosa, Gonzalo De-La-Cedra, Amanda Dell, Pamela De Los Santos Dominguez, Carrie Demetriou, David DeMets, Jane Democratis, Jacqueline Denham, Emmanuelle Denis, Laura Denley, Craig Denmade, Alexandra Dent, Kathy Dent, Martin Dent, Elise Denton, Tom Denwood, Nishigandh Deole, Darshita Depala, Maria Depante, Susan Dermody, Amisha Desai, Asmita Desai, Purav Desai, Sanjeev Deshpande, Vai Deshpande, Sirjana Devkota, Usha Devkota, Debbie Devonport, Matthew Devonport, Prakash Dey, Vishal Dey, Rogin Deylami, Kevin Dhaliwal, Sundip Dhani, Amandeep Dhanoa, Mili Dhar, Ankush Dhariwal, Dawpadee Dharmasena, Devesh Dhasmana, Ekanjali Dhillon, Reiss Dhillon, Syra Dhillon, Meghnath Dhimal, Dipali Dhiru, Trupti Dhorajiwala, Priya Dias, Stephanie Diaz, Kayleigh Diaz-Pratt, Mohammed Dibas, Debbie Dickerson, Pamela Dicks, Matt Dickson, Stuart Dickson, J Digby, Ronneil Digpal, Sean Dillane, Sarah Diment, Paul Dimitri, Georgios Dimitriadis, Sajeel Din, Thai Ha Dinh, Alex Dipper, Sabiq Dipro, Laura Dirmantaite, Lorelle Dismore, Lisa Ditchfield, Sarah Diver, Lavanya Diwakar, Preeti Diwan, Caroline Dixon, Giles Dixon, Kate Dixon, Brice Djeugam, Petr Dlouhy, Andrea D'Mello, Paul Dmitri, Laurence Dobbie, Marinela Dobranszky Oroian, Charlotte Dobson, Lee Dobson, Marie Docherty, David Dockrell, Jacqueline Dodd, James Dodd, Jackie Dodds, Rebecca Dodds, Steve Dodds, Richi Dogra, Conor Doherty, Erin Doherty, Warren Doherty, Yumiko Doi, Iain Doig, Eleanor Doke, Daniel Dolan, Mark Dolman, Rozzie Dolman, Lisa Donald, Katie Donald, Callum Donaldson, Christopher Donaldson, Denise Donaldson, Gillian Donaldson, Kate Donaldson, Sinead Donlon, Joanne Donnachie, Eilish Donnelly, Ronan Donnelly, Phil Donnison, Aravindhan Donohoe, Gemma Donohoe, Bryan Donohue, Emma Dooks, Reece J Doonan, Grainne Doran, Rachael Dore, Kane Dorey, Sharon Dorgan, Kataryna Dos Santos, Moonira Dosani, Davinder Dosanjh, Paula Dospinescu, Isabelle Doss, Theonymfi Doudouliaki, Andrew Dougherty, Jill Doughty, Katie Douglas, Jonathan Douse, Allyn Dow, Lucy Dowden, Michelle Dower, Sud Dowling, Nicola Downer, Charlotte Downes, Rob Downes, Thomas Downes, Damian Downey, Robert Downey, Caroline Downing, Louise Downs, Simon Dowson, Cornel Dragan, Cristina Dragos, Maire Drain, Chelsea Drake, Victoria Drew, Olivia Drewett, Anthony Drexel, Celine Driscoll, Helena Drogan, Odysseas Drosos, Graham Drummond, Katie Drury, Kay Druryk, Ronald Druyeh, Jack 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Beena Eapen, Naomi Earl, Joanne Early, Melissa Earwaker, Nicholas Easom, Clare East, Amy Easthope, Fraser Easton, Jack Easton, Patrick Easton, Ruth Eatough, Oluwadamilola Ebigbola, Martin Ebon, Alison Eccles, Sinan Eccles, Chloe Eddings, Michael Eddleston, Maureen Edgar, Katharine Edgerley, Nicholas Edmond, Mary Edmondson, Tracy Edmunds, Abby Edwards, Alexandra Edwards, Catherine Edwards, Joy Edwards, Kennedy Edwards, Mandy Edwards, Martin Edwards, Sophie Edwards, Jenny Eedle, Aline Eggink, Dawn Egginton, Sam Eggleston, Loveth Ehiorobo, Sarah Eisen, Ugochukwu Ekeowa, Mohamed Ekoi, Ayomide Ekunola, Soha El Behery, Nagla Elashhar, Lisa Elawamy, Mohamed Elbeshy, Kate El-Bouzidi, Jennifer Elder, Mohammed El-Din, Emma Eldridge, Diana Eleanor, Uchenna Elenwa, Ibrahim Eletu, Eman Elfar, Mayy M Elgamal, Amr Elgohary, Mohamed A A Elhadi, Stellios Elia, Jennifer Elias, Tania Elias, Nadia Elkaram, Andrew V Elkins, Julie Ellam, Nikki Ellard, Laura N Ellerton, Lucy Elliot, Amy Elliott, Fiona Elliott, Kerry Elliott, Scott Elliott, Sian Elliott, Annie Ellis, Christine Ellis, Kaytie Ellis, Leila Ellis, Rupert Ellis, Tak-Yan Ellis, Yvette Ellis, Alison C Ellwood, Rahma Elmahdi, Einas Elmahi, Hannah-May Elmasry, Mohammed El-Naggar, Najla Elndari, Omer Elneima, Mohamed Elokl, Ahmed Elradi, Mohamed Elsaadany, Mohammed A S A Elsayed, Sally El-Sayeh, Hana El-Sbahi, Mohammad Elsebaei, Tarek Elsefi, Karim El-Shakankery, Alguili Elsheikh, Hosni El-Taweel, Sarah Elyoussfi, Jonathan Emberey, Jonathan R Emberson, John Emberton, Anna Emery, Julian Emmanuel, Ingrid Emmerson, Michael Emms, Florence Emond, Marieke Emonts, Nicu Enachi, Dickson Enenche, Angila Engden, Katy English, Emma Entwistle, Hene Enyi, Marios Erotocritou, Peter Eskander, Hanif Esmail, Fatheha Essa, Brynach Evans, Chris Evans, Debra Evans, Emrys Evans, Gail Evans, Gareth Evans, Isabel Evans, Jack Evans, Jacqueline Evans, Jennifer Evans, John Evans, Jolanta Evans, Lisa Evans, Lynn Evans, Mim Evans, Morgan Evans, Ranoromanana Evans, Sharon Evans, Sian Evans, Teriann Evans, Tomos Evans, Caroline Everden, Serenydd Everden, Lynette Every, Hayley Evison, Lynsey Evison, Chiamaka Ezenduka, Jacqueline Faccenda, Leila Fahel, Youstina Fahmay, Ian Fairbairn, Sara Fairbairn, Terry Fairbairn, Andy Fairclough, Louise Fairlie, Mark Fairweather, Anne Fajardo, Naomi Falcone, Euan Falconer, John Fallon, Andrea Fallow, David Faluyi, Victoria Fancois, Ayaan Farah, Muna Farah, Qayyum Farah, Nowin Z Fard, Leila Fares, Amr Farg, Adam Farmer, Katie Farmer, Toni Farmery, Samantha Farnworth, Faiyaz Farook, Hadia Farooq, Sidrah Farooq, Fiona Farquhar, Holly Farr, Aaron Farrell, Barbara Farrell, Fayed Farrukh, James Farthing, Syeda Farzana, Rahmatu Fasina, Azam Fatemi, Mina Fatemi, Suman Fathima, Nibah Fatimah, Maria Faulkner, Saul N Faust, Clair Favager, Joe Fawke, Sinmidele Fawohunre, Abul Fazal, Aisthath Fazleen, Simon Fearby, Connie Fearnley, Alex Feben, Federico Fedel, Daria Fedorova, Christopher Fegan, Mae Felongo, Lynsey Felton, Tim Felton, Kate Fenlon, Andrea Fenn, Ruth Fennelly, Isabelle Fenner, Ciara Fenton, Melisa Fenton, Gloria Ferenando, Cameron Ferguson, Jenny Ferguson, Kathryn Ferguson, Katie Ferguson, Susan Ferguson, Susie Ferguson, Victoria Ferguson, Denzil Fernandes, Candida Fernandez, Eduardo Fernandez, Maria Fernandez, Sonia Fernandez Lopez, Jaime Fernandez Roman, Callum J Fernando, Jessica Fernando, Ahmed Feroz, Pietro Ferranti, Thais Ferrari, Eleanor Ferrelly, Alexandra Ferrera, Emma Ferriman, Sheldon Ferron, Nicholas Fethers, Ben Field, Janet Field, Rebecca Field, Karen Fielder, Lindsey Fieldhouse, Andra Fielding, Julie Fielding, Sarah Fielding, Asma Fikree, Santos Filipa, Sarah A Filson, Shona Finan, Sarah Finbow, Deborah J Finch, Joanne Finch, Laurie Finch, Simon Finch, Spencer Finch, Natalie Fineman, Jim Finlayson, Lauren Finlayson, Adam Finn, Joanne Finn, Dylan Finnerty, Clare Finney, Deborah Finucane, Sofia Fiouni, Jo Fiquet, Promise Firi, James Fisher, Neil Fisher, Daniel 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Ian Foulds, Folakemi Fowe, Natasha Fowkes, Emily Fowler, Robert Fowler, Stephen Fowler, Amy Fox, Claire Fox, Heather Fox, Jonathan Fox, Laura Fox, Lauren Fox, Natalie Fox, Olivia Fox, Simon Fox, Sarah-Jane Foxton, Eva Fraile, Rebecca Frake, Alex Francioni, Olesya Francis, Rebecca Francis, Sarah Francis, Theodora Francis-Bacon, Helen Frankland, Jessica Franklin, Siobhan Franklin, Catherine Fraser, Andi Fratila, Sharon Frayling, Martyn Fredlund, Anna Freeman, Carol Freeman, Elaine Freeman, Hannah Freeman, Nicola Freeman, Clare Freer, Eleanor French, Thomas French, Karen Freshwater, Matthew Frise, Renate Fromson, Adam Frosh, John Frost, Victoria Frost, Oliver Froud, Rachel Frowd, Arun Fryatt, Andrzej Frygier, Bridget Fuller, Liz Fuller, Lucy Fuller, Tracy Fuller, Duncan Fullerton, Carrie Fung, Gayle Fung, Sarah Funnell, John Furness, Andrew Fyfe, Nytianandan G, Elizabeth Gabbitas, Claire Gabriel, Zoë Gabriel, Hadiza Gachi, Sophie Gaffarena, Sarah Gage, Joshua Gahir, Sarveen Gajebasia, 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Gavrila, Jane Gaylard, Sophie Gayle, Catherine Geddie, Ian Gedge, Sarah Gee, Fartuun Geele, Kalaichelvi Geerthan, Minnie Gellamucho, Karzan Gelly, Leila Gelmon, Sandra Gelves-Zapata, Gemma Genato, Neal Gent, Susan Gent, Natalie Geoghegan, Aparna George, Bini George, Sam George, Susan George, Tina George, Valerie P George, Simon Georges, Domonique Georgiou, Peter Gerard, Leigh Gerdes, Louise Germain, Helen Gerrish, Abel Getachew, Louise Gethin, Siobhan Gettings, Hisham Ghanayem, Bijan Ghavami Kia, Shaista Ghazal, Anca Gherman, Alison Ghosh, Dipansu Ghosh, Justin Ghosh, Sudhamay Ghosh, Sarra Giannopoulou, Malick Gibani, Chris Gibb, Ben Gibbison, Kerry Gibbons, Alex Gibson, Bethan Gibson, Jamie Gibson, Kimberley Gibson, Kirsty Gibson, Sian Gibson, Mary Gigi, Cat Gilbert, Jeanette Gilbert, Kayleigh Gilbert, Benjamin Giles, James Gilham, Mandy Gill, Lynne Gill, Paul Gillen, Annelies Gillesen, Katherine Gillespie, Elizabeth Gillham, Andrew Gillian, Deborah Gilliland, Robert Gillott, Danielle Gilmour, Kate Gilmour, Lesley Gilmour, Louis Ginn, Franciscus Ginting, Theodora Giokanini-Royal, Anna Gipson, Barbie Giri, Joanna Girling, Rhian Gisby, Angelena Gkioni, Aikaterini Gkoritsa, Effrossyni Gkrania-Klotsas, Amy Gladwell, James Glanville, Jessica Glasgow, Susannah Glasgow, Jon Glass, Lynn Glass, Sharon Glaysher, Lisa Gledhill, Eleanor Glenday, Ana Glennon, Jodie Glossop, John Glover, Kyle Glover, Michelle Glover, Jan Glover Bengtsson, Deborah Glowski, Sharon Glynn, Chevanthy Gnanalingam, Julie Goddard, Wendy Goddard, Emily Godden, Jo Godden, Sarah Godlee, Emma Godson, Gillian Godwin, Sukanya Gogoi, Aiky Goh, Manjinder Gohel, Rebeca Goiriz, Sriya Gokaraju, Raphael Goldacre, Arthur Goldsmith, Portia Goldsmith, Darren Gomersall, Lucia Gomez, Raquel Gomez-Marcos, Ali Gondal, Celia Gonzalez, Jack Goodall, Vicky Goodall, Bob Goodenough, Anna Goodfellow, Laura Goodfellow, James Goodlife, Camelia Goodwin, Elizabeth Goodwin, Jayne Goodwin, Paula Goodyear, Rajiv Gooentilleke, Michelle Goonasekara, Sheila Gooseman, Shameer Gopal, Chris Gordon, Sally Gordon, Robin Gore, Hugh Gorick, Caitlin Gorman, Claire Gorman, Stuart Gormely, Maria Gorniok, Diana Gorog, Michelle Gorst, Thomas Gorsuch, Jayshreebahen Gosai, Rebecca Gosling, Sally Gosling, Georgina Gosney, Vanessa Goss, Dzintars Gotham, Naomi Gott, Elizabeth Goudie, Nicole Gould, Susan Gould, Charlotte Goumalatsou, Lysander Gourbault, Abha Govind, Rajesh Govindan, Sharon Gowans, Girish Gowda, Rohit Gowda, Hannah Gower, Pankaj Goyal, Sunil Goyal, Sushant Goyal, Cheryl Graham, Clive Graham, Jonathan Graham, Justin Graham, Libby Graham, Rachel Graham, Sharon Graham, Matthew Graham-Brown, Julia Grahamslaw, Gianluca Grana, Tracyanne Grandison, Louis Grandjean, Alison Grant, Ann Grant, David Grant, Kirstie Grant, Matthew Grant, Pauleen Grant, Rhys Gravell, Jenny Graves, Alasdair Gray, Catherine Gray, Georgina Gray, Glaxy Gray, Jackie Gray, Karen Gray, Nicola Gray, Roxanne Gray, Sebastian Gray, Alan Grayson, Fiona Greaves, Paul Greaves, Alastair Green, Amy Green, Amy S Green, Charlotte Green, Christopher A Green, David Green, Frederick Green, Joel Green, Marie Green, Nicola Green, Stacey Green, Diarra Greene, Philippa Greenfield, Alan Greenhalgh, Daniel Greenwood, Sandra Greer, James Gregory, Jane Gregory, Katie Gregory, Tamsin Gregory, Jill Greig, Julia Greig, Rebecca Grenfell, Teena Grenier, Jack Grenville, Jo Gresty, Susan Grevatt, Glaxy Grey, Samuel Gribben, Andrew Gribbin, Amy Gribble, Natasha Grieg, Douglas Grieve, Ben Griffin, Denise Griffin, Mel Griffin, Sian Griffith, Andrew Griffiths, Daniel Griffiths, David Griffiths, Donna Griffiths, Isabel Griffiths, Mark Griffiths, Nicola Griffiths, Oliver Griffiths, Sandra Griffiths, Sarah Griffiths, Scott Griffiths, Yvonne Griffiths, Sofia Grigoriadou, Steph Grigsby, Paul Grist, Evelina Grobovaite, Dorothy Grogono, Clarissa Grondin, Rachel Groome, Pauline Grose, Liliana Grosu, Jenny Grounds, Margaret Grout, Helen Grover, Jayne Groves, Neil Grubb, Julie Grundy, Francesca Guarino, Sharada Gudur, Jacinta Guerin, Sharazeq Guettari, Shivang Gulati, Vikas Gulia, Harsha Gunasekara, Pumali Gunasekera, Malin Gunawardena, Kirun Gunganah, Jessica Gunn, Emma Gunter, Alok Gupta, Anup k Gupta, Atul Gupta, Rajeev Gupta, Richa Gupta, Rishi Gupta, Tarun Gupta, Vineet Gupta, Ankur Gupta-Wright, Victoria Guratsky, Alvyda Gureviciute, Sambasivarao Gurram, Anju Gurung, Bhawana Gurung, Lilly Gurung, Shraddha Gurung, Sabi Gurung Rai, Hazel Guth, Nick Guthrine, Pradip Gyanwali, Sushma Gyawali, Ruth Habibi, Berkin Hack, James Hackett, Pamela Hackney, Christian Hacon, Aiman Haddad, Denise Hadfield, Nicholas Hadfield, Sally Hadfield, Michalis Hadjiandreou, Nikolaos Hadjisavvas, Anna Haestier, Nauman Hafiz, Rana Hafiz-Ur-Rehman, Javed Hafsa, Samantha Hagan, Jack William Hague, Rosemary Hague, Nafeesah Haider, Kate Haigh, Victoria Haile, Jessica Hailstone, Christina Haines, Scott Hainey, Morton Hair, Brigid Hairsine, Juraj Hajnik, Danielle Hake, Lukman Hakeem, Anne Haldeos, Writaja Halder, Emily Hale, Jennie Hale, Carmel Halevy, Paul Halford, William Halford, Alaina Halim, Alistair Hall, Anthony Hall, Claire Hall, Elizabeth Hall, Fiona Hall, Helen Hall, Jennifer Hall, Kathryn Hall, Laura Hall, Jan Hallas, Kyle Hallas, Charles Hallett, Jackie Halliday, Akmal Hallman, Heather Halls, Maryam Hamdollah-Zadeh, ifedadepo A Hamed-Adekale, Bilal Hameed, Mohammed Hameed, Raph Hamers, Imran Hamid, Mohamad Hamie, Raymond Hamill, Bethany Hamilton, Fergus Hamilton, Gus Hamilton, Leigh Hamilton, Melanie Hamilton, Nicola Hamilton, Sara Hamilton, Ruth Hamlin, Eleanor Hamlyn, Beatrice Hammans, Shirley Hammersley, Kate Hammerton, Bev Hammond, Emily Hammond, Leah Hammond, Sally Hammond, Fiona Hammonds, Ibrahim Hamoodi, Karen Hampshire, James A Hampson, Jude Hampson, Lucy Hampson, Lisa Hamzah, Jenny Han, Ozan Hanci, Sadiyah Hand, Lala Handayani, Jasmine Handford, Soran Handrean, Nina K Handzewniak, Sarah Haney, Sheharyar Hanif, E Hanison, Esther Hanison, Jennifer Hannah, Amy Hannington, Merhej Hannun, Aidan Hanrath, Helena Hanratty, Daniel Hansen, Anita Hanson, Ashley Hanson, Helen Hanson, Jane Hanson, Kathryn Hanson, Steve Hanson, Mazhar Ul Haq, Ala Haqiqi, Monjurul Haque, Henry Harcourt, Lesley Harden, Zoe Harding, Simon Hardman, Marc Hardwick, Gareth Hardy, Joanna Hardy, Kumar Haresh, Rachel Harford, Beverley Hargadon, James Hargraves, Carolyn Hargreaves, Alice Harin, Mohammed Haris, Edward Harlock, Paula Harman, Tracy Harman, Mark Harmer, Muhammad A Haroon, Charlie Harper, Heather Harper, James Harper, Peter Harper, Rosemary Harper, Sarah Harrhy, Kate Harrington, Sian Harrington, Yasmin Harrington-Davies, Jade Harris, Jess Harris, John Harris, Laura Harris, Marie-Clare Harris, Nichola Harris, Sophie Harris, David Harrison, Laura Harrison, Melanie Harrison, Olakunbi A Harrison, Rachael Harrison, Rowan Harrison, Susie Harrison, Thomas Harrison, Wendy Harrison, Elizabeth Harrod, Ciaran Hart, Dominic Hart, Jessica Hartley, Lisa Hartley, Rosemary Hartley, Ruth Hartley, Tom Hartley, William Hartrey, Phillipa Hartridge, Stuart Hartshorn, Alice Harvey, Angela Harvey, Anna Harvey, Max Harvey, Catherine Harwood, Helen Harwood, Zoe Harzeli, Brigitte Haselden, K Hashem, Mohammed Hashimm, Tadaaki Hashimoto, Imranullah Hashmi, Jack Haslam, Zena Haslam, Grace Hasnip, Adil Hassan, Ali Hassan, Amro Hassan, Awab Hassan, Zeinab Hassan, Sapna Hassasing, Jane Hassell, Philip Hassell, Alex Hastings, Bethany Hastings, Janice Hastings, Sarah Hathaway-Lees, Jonathan Hatton, Jennifer Hau, May Havinden-Williams, Stefan Havlik, Daniel B Hawcutt, Kadean Hawes, Liz Hawes, Nicola Hawes, Lydia Hawker, Annie Hawkins, Joe Hawkins, Nancy Hawkins, W John Hawkins, Dan Hawley, Ed Hawley-Jones, Edward Haworth, Alasdair W Hay, Cathy Hay, Amna Hayat, Jamal Hayat, Mohamed-Riyal Hayathu, Anne Hayes, Jonas Hayes, Kate Hayes, Melony Hayes, Fiona Hayes, Patrick Hayle, Chloe Haylett, Antara Hayman, Melanie Hayman, Matthew Haynes, Richard Haynes, Rachel Hayre, Carole Hays, Sarah Haysom, James Hayward, Patrick Haywood, Tracy Hazelton, Phoebe Hazenberg, Zhengmai He, Elizabeth Headon, Carrie Heal, Brendan Healy, Jessica L Healy, Amy Hearn, David Heasman, Angela Heath, Debbie Heath, Rowan Heath, Diane Heaton, Adam Heavens, Kerry Hebbron, Catherine Heckman, Gemma Hector, Sadie Heddon, Andy Hedges, Katrine Hedges, Cheryl Heeley, Elaine Heeney, Richard Heinink, Rajdeep Heire, Ingvild Helgesen, Joanne Hemingway, Ulla Hemmila, Beth Hemmings, Scott Hemphill, Deborah Hemsley, Abigail Henderson, Eilidh Henderson, Jennifer Henderson, Steven Henderson, Joanne Henry, Karol Henry, Lavinia Henry, Margo Henry, Natalie Henry, David Henshall, Gillian Herdman, Rosaleen Herdman-Grant, Morag Herkes, Fe Marie Hernandez, Emma Heron, Lisa Heron, William Herrington, Emilia Heselden, Peta Heslop, Tracey Heslop, Simon Hester, Emily Hetherington, Joseph Hetherington, Chamila Hettiarachchi, Pramodh Hettiarachchi, Hayley Hewer, John Hewertson, Anna Hewetson, Sue Hewins, Nicola Hewitson, Claire Hewitt, Davina Hewitt, Richard Hewitt, Samuel Hey, Robert S Heyderman, Mathis Heydtmann, Joseph Heys, Jonathan Heywood, Meg Hibbert, John Hickey, Naomi Hickey, Peter Hickey, Alex Hicks, Jenny Hicks, Scott R Hicks, Daniel Higbee, Lucy Higgins, Andrew Higham, Martin Highcock, Judith Highgate, Mondy Hikmat, Amanda Hill, Helen Hill, Joanne Hill, Lisa Hill, Lucy Hill, Phoebe Hill, Uta Hill, Annette Hilldrith, Catherine Hillman-Cooper, Jon Hilton, Zoe Hilton, Sarah Hinch, Andrew Hindle, Esther Hindley, Alice Hindmarsh, Paul Hine, Kim Hinshaw, Clare Hird, Claire Hirst, Lindsay Hirst, Jemma Hives, Htet Myat Hlaing, Benson Ho, David K K Ho, Rosemary Ho, Michaela Hoare, David Hobden, Gill Hobden, Maria Hobrok, Simon Hobson, Christopher Hodge, Simon Hodge, Lesley Hodgen, George Hodgetts, Holly Hodgkins, Sally Hodgkinson, David Hodgson, Helen Hodgson, Luke Hodgson, Sheila Hodgson, Gemma Hodkinson, Kenneth Hodson, Mike Hodson, Alison Hogan, Matthew Hogben, Lucy Hogg, Lee Hoggett, Abigail Holborow, Catherine Holbrook, Rebecca Holbrook, Catherine Holden, Jill Holden, Melinda Holden, Sophie Holden, Thomas Holder, Niels Holdhof, Hannah Holdsworth, Lisa Holland, Maureen Holland, Nicky Holland, Poppy Holland, Susan Holland, Marie L Hollands, Elizabeth Holliday, Kyra Holliday, Mark Holliday, Nina Holling, Laszlo Hollos, Nora Hollos, Leah Holloway, Simon Holloway, Max Hollowday, Marcus Hollyer, Amy Holman, Ann Holmes, Megan Holmes, Raphael Holmes, Rebecca Holmes, Kelly Holroyd, Beth Holroyd-Hind, Lyndsey Holt, Siobhan Holt, Susie Holt, Alexandra Holyome, Marie Home, Renate Homewood, Kate Hong, Louise Hoole, Clare Hooper, Samantha Hope, Susan Hope, Bridget Hopkins, Peter W Horby, Stephanie Horler, Anil Hormis, Daniel Hornan, Nicola Hornby, Thomas Horne, Zoey Horne, Rebecca Horner, Caroline Horrobin, Latoya Horsford, Megan Horsford, Mark Horsford, Valana Horsham, Alexander Horsley, Ashley Horsley, Elizabeth Horsley, Sarah Horton, Jane Hosea, Toby Hoskins, Muhammad S Hossain, Rashed Hossain, Maxine Hough, Sarah Hough, Catherine Houghton, Kathryn Houghton, Rebecca Houlihan, Kay Housely, Hamish Houston, Roseanna Hovvels, Lee How, Laura Howaniec, Joanne Howard, Kate Howard, Laura Howard, Linda Howard, Lucy Howard, Megan Howard, Sarah Howard, Stuart Howard, Richard Howard-Griffin, Louise Howard-Sandy, Serena Howe, Alice Howell, Mark Howells, Lyn Howie, Kerry Howlett, Sophie Howlett, Ruth Howman, Josh Hrycaiczuk, Hein Htet, Naing Z Htoon, Su Htwe, Ying Hu, Chiang O H Huah, Sylvia Huang, Kelly Hubbard, Abby Huckle, Shahzya Huda, Alison Hudak, Lisa Hudig, Heather Hudson, Suzanne Hudson, Oli Hudson, Alison Hufton, Connor Huggins, Alistair Hughes, Caitlin Hughes, Emma Hughes, Gareth Hughes, Heather Hughes, Luke Hughes, Martin Hughes, Rachel Hughes, Rebecca Hughes, Samantha Hughes, Stephen Hughes, Vikki Hughes, Wesley Hughes, Lukas Huhn, Ching Hui, Ruth Hulbert, Diana Hull, Grace Hull, Robert Hull, Amanda Hulme, Peter Hulme, Wendy Hulse, George Hulston, Ryan Hum, Megan Hume, Charlotte Humphrey, Alasdair Humphries, Amy Humphries, Joanne Humphries, Charlotte Hunt, Fiona Hunt, Jane Hunt, Jonquil Hunt, Kristen Hunt, Luke Hunt, Molly Hunt, Sophie Hunt, Alexandra Hunter, Catherine Hunter, Ewan Hunter, Karl Hunter, Neil Hunter, Ross Hunter, Sophie Hunter, George Huntington, Fuad Huq, Elizabeth Hurditch, Judith Hurdman, Cian Hurley, Katrina Hurley, Mohammed A Husain, Syeda Y Husaini, Coralie Huson, Afreen Hussain, Chreif Hussain, Ibraar Hussain, Ifza Hussain, Mohammad Hussain, Mohammed Hussain, Muhammad Hussain, Reda Hussain, Rizwana Hussain, Samia Hussain, Sanniah Hussain, Yasmin Hussain, Mohammed Hussam El-Din, Samahir F E M Hussein, Ziad Hussein, Rebecca Hussey, Adiel H Hussien, Anja Hutchinson, Camille Hutchinson, Dorothy Hutchinson, Elizabeth Hutchinson, John Hutchinson, Claire Hutsby, Paula Hutton, Thuong Huyen, Hieu Huynh, Daniella Hydes, Jamie Hyde-Wyatt, Niamh Hynes, Megan Hyslop, Angeliki Iakovou, Katherine Ibison, Mazen Ibraheim, Abdalla Ibrahim, Ahmed Ibrahim, Asil Ibrahim, Javed Ibrahim, Mamoun Ibrahim, Mohamed Ibrahim, Wadah Ibrahim, Becky Icke, Adetokunbo I Idowu, Muhammad Idrees, Nauman Idrees, Hina Iftikhar, Mawara Iftikhar, Chukwuemeka Igwe, Ogechukwu Igwe, Mohammad Ijaz, Amaju Ikomi, Clare Iles, Stamatina Iliodromiti, Mary Ilsley, Lorna Ilves, Fatima M Ilyas, La'ali Imam-Gutierrez, Mohamed Iman, Christopher Imray, Haider Imtiaz, Jack Ingham, Jo Ingham, Julie Ingham, Rory Ingham, Tejas Ingle, Jennifer Inglis, Samantha Inglis-Hawkes, Anne Ingram, Luke Ingram, Tanya Ingram, Nicholas Innes, Peter Inns, Vithusha Inpadhas, Ken Inweregbu, Andreea A Ionescu, Ana Ionita, Ilian P Iordanov, Anil Ipe, Javaid Iqbal, Madiha Iqbal, Mishal Iqbal, Mohammed Iqbal, Faisal Iqbal Sait, Iziegbe Irabor, Jane Ireland, Jamie Irisari, Robert Irons, Mohannad Irshad, Muhammad S Irshad, Janice Irvine, Val Irvine, Robert Irving, Mina Ishak, Erica Isherwood, George Isitt, Aminul Islam, Tariqul Islam, Samsul Islam, Abdurrahman Islim, Ali Ismail, Omar Ismail, Caroline Ison, M'hamedi Israa, Sharon Isralls, Herny Istiqomah, Monica Ivan, Chineze Ivenso, Nicholas Ivin, Ashleigh Ivy, Sophie Iwanikiw, Karen Ixer, Menaka Iyer, Mia Iyer, Kashif Jabbar, Calum Jack, Joanne Jackman, Sophie Jackman, Amanda Jackson, Ben Jackson, Beth Jackson, Ella Jackson, Helen Jackson, Lauren Jackson, Melanie Jackson, Nicola Jackson, Shane Jackson, Yvonne Jackson, John Jacob, Patricia Jacob, Reni Jacob, Nicola Jacques, Anisa Jafar, Daniel Jafferji, Ali Jaffery, Chandrashekar Jagadish, Vijay Jagannathan, Mandeep Jagpal, Neemisha Jain, Seema Jain, Susan Jain, Swati Jain, Sanjay Jaiswal, Danyal Jajbhay, Thomas Jaki, Bintou Jallow, Yusuf Jaly, Rose Jama, Ashraf Jamal, Sabine Jamal, Zeba Jamal, Yasmin Jameel, Albie James, Christie James, Claire James, Kate James, Lee James, Linda James, Lorraine James, Mark James, Monica James, Nicholas James, Olivia James, Patricia James, Rebecca James, Ruth James, Sharon James, Somerset James, Tracy James, Jack Jameson, Louise Jamieson, Aaron Jamison, Phoebe Jane, Karen Janes, Azara Janmohamed, Deepa Japp, Peter Jaques, Victor Jardim, Catherine Jardine, Claire Jarman, Emma Jarnell, Ellie Jarvie, Claire Jarvis, Rosina Jarvis, Patrycja Jastrzebska, Hafsa Javed, Aristotle Javier, Mays Jawad, Lona Jawaheer, Anu Jayachandran, D Jayachandran, Anita Jayadev, Angelina Jayakumar, Deepak Jayaram, Ravi Jayaram, Geeshath Jayasekera, Thilina Jayatilleke, Abi Jayebalan, Jane Jeater, Saman Jeddi, Vandana Jeebun, Mohammad S Jeelani, Katie Jeffery, Helen Jeffrey, Rachel Jeffrey, Nathan Jeffreys, Benjamin Jeffs, Carol Jeffs, Jegan P Jeganathan Ponraj, Debbie Jegede, Taylor Jemima, Ifan Jenkin, Alison Jenkins, Christopher Jenkins, David Jenkins, Elinor Jenkins, Ian Jenkins, Paula Jenkins, Sarah Jenkins, Sian Jenkins, Stephen Jenkins, Felicia Jennings, Jacqui Jennings, Louise Jennings, Virginia Jennings, Ellen Jerome, Douglas Jerry, Greame Jervis, Ellen Jessup-Dunton, Jorge A Jesus Silva, 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Philip H Jones, Rhianna Jones, Ruth E Jones, Samantha Jones, Sophie Jones, Stefanie Jones, Steve Jones, Susan Jones, Taya Jones, Thomas Jones, Tim Jones, Tracey Jones, Ramya Jonnalagadda, Rebecca Jordache, Michele Jordan, Sarah Jordan, Abi Jose, Litty Jose, Louise Jose, Sanal Jose, Anna Joseph, Gigee Joseph, P Aiden Joseph, Rosane Joseph, Sibet Joseph, Dhaara Joshi, Mehul Joshi, Pratichi Joshi, Tushar Joshi, Benz Josiah, Lijo Joy, Tiffany Joyce, Hong Ju, Adriel Ju Wen Kwek, Andrew Judd, Edward Jude, Parminder Judge, Jessica Juhl, Sirisha Jujjavarapu, Mark Juniper, Edmund Juszczak, Deepthi Jyothish, Kasamu Kabiru Dawa, Mark Kacar, Nikhil Kadam, Nicole Kader, Ajai Kailey, Matthew Kain, Gail Kakoullis, Azad Kala Bhushan, Richard J K Kalayi, Roobala Kaliannan Periyasami, Efthymia Kallistrou, Thomas Kalmus Eliasz, Seika Kalsoom, Elisa Kam, John Kamara, Ajay Kamath, Prakash Kamath, Ravindra Kamath, Siddharth A Kamerkar, Nick Kametas, Musaiwale Kamfose, Charlotte Kamundi, Dharmesh Kanabar, Leia Kane, Osei Kankam, Thogulava Kannan, Abhinav Kant, Vikas Kapil, Ritoo Kapoor, Sonal Kapoor, S Kaprapina, Sourjya Kar, Janaka Kara, Elshad Karbasi, Shivaali Karelia, Rona Kark, Abhilasha Karkey, Soheilali Karmali, Viji Karunanithi, Nicholas Karunaratne, Natashja Kasianczuk, Anbhu Kasiappan Balasubramanian, Vidya Kasipandian, Rizwan Kassam, Janarth Kathirgamachelvam, Victoria Katsande, Kulbinder Kaul, Daljit Kaur, Dervinder Kaur, Jasmin Kaur, Jaspreet Kaur, Simran Kaur, Zunaira Kausar, Lisa Kavanagh, susan Kavanagh, Mohammad A Al Kawser, Andrea Kay, Julie Kay, Robert Kay, Sarah Kay, Jossy N Kayappurathu, Callum Kaye, Ahemd Kazeem, Min Ke, Timothy Keady, Rachel Kearns, Nichola Kearsley, Joanne Keating, John Keating, Liza Keating, Elizabeth Keddie-Gray, Breffni Keegan, Rachel Keen, Natalie Keenan, Jonathan Kefas, Stephen Kegg, Laura Keith, Uzoamaka Keke, Joanne Kellett, Jo Kelliher, Alison Kelly, David Kelly, Diane Kelly, Dominic Kelly, Emma Kelly, Hannah Kelly, Laura Kelly, Louisa 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Simon Lee, Sindy Lee, Stephanie Lee, Tracey Lee, Xiang Lee, Robyn Lee, Diana Lees, Jennifer Lees, Helen Legge, Julian Leggett, Katie Leigh-Ellis, David Leitch, Nicky Leitch, Eleni Lekoudis, Petula Lemessy, Nicholas Lemoine, Rebecca Lenagh, Katy Leng, Katrina Lennon, Liz Lennon, Beth Leonard, Kelly Leonard, Wen Leong, Nicky Leopold, Oskar Lepiarczyk, Isla Leslie, Eleni Lester, Emma Levell, Chris Levett, Anastasia Levynska, Alice Lewin, Alison Lewis, Christopher Lewis, David Lewis, Dee Lewis, Heather Lewis, Joanne Lewis, Joseph Lewis, Kathryn Lewis, Keir Lewis, Leon Lewis, Mandy Lewis, Marissa Lewis, Nicolas Lewis, Robert Lewis, Catherine Lewis-Clarke, Adam Lewszuk, Penny Lewthwaite, Samantha Ley, Angela Liao, Victoria Licence, David Lieberman, Susan Liebeschuetz, Teresa Light, Nicky Lightfoot, Patrick Lillie, Ashling Lillis, Ben Lim, Carys Lim, Ee Thong Lim, Ivy Lim, Terence Lim, Wei Shen Lim, Wilson Lim, James Limb, Dipraj Limbu, Usha Limbu, Christian Linares, Dermot Linden, Gabriella 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Rajagopalan, Nithy Rajaiah, Kanendran Rajalingam, Arvind Rajasekaran, Aylur Rajasri, Sagar Rajbhandari, Thurkka Rajeswaran, Jyothi Rajeswary, Jeyanthy Rajkanna, Indhuja Rajkumar, Gayathri Rajmohan, Ruth Rallan, Katherine Ralston, Maximilian Ralston, Matsa Ram, Balaji Ramabhadran, Fathima Ramali, Mohamed Ramali, Athimalaipet Ramanan, Shashikira Ramanna, Maheshi Ramasamy, Irfah Rambe, Aradhana Ramchandani, Dhanishta Ramdin, Jozel Ramirez, Mylah Ramirez, Geshwin Ramnarain, Amrita Ramnarine, Lidia Ramos, Tommy Rampling, Shanthi Ramraj, Janine Ramsay, Alex Ramshaw, Aleem Rana, Ghulam F Rana, Naeem Rana, Rehman Rana, Abby Rand, James Rand, Harpal Randheva, Poonam Ranga, Manmeet Rangar, Harini Rangarajan, Sameer Ranjan, Hannah Rank, Poormina Ranka, Rajesh Rankhelawon, Alastair Rankin, Anita Rao, Sandhya Rao, Sanjay Rao, Deepak Rao, Khalid Rashid, Madeleine Rason, Valentina Raspa, Somil Rastogi, Fazila Rasul, Simbisai Ratcliff, Sam Ratcliffe, Sophy Ratcliffe, Priti Rath, Sanjeev Rath, Mohmad I 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Singh, Saurabh Singh, Parag Singhal, Bryan Singizi, Vicky Singler, Manas Sinha, Punam Sinha, Sharad Sinha, Utkarsh Sinha, Guy Sisson, Sarah Sithiravel, Karthikadevi Sivakumar, Shanmugasundaram Sivakumar, Darsh Sivakumran, Sivanthi Sivanadarajah, Pasupathy-Rajah Sivasothy, Asok Skaria, Nicole Skehan, Robert Skelly, Orlagh Skelton, Imogen Skene, Denise Skinner, Tabitha Skinner, Victoria Skinner, Agnieszka Skorko, Iwona Skorupinska, Mariola Skorupinska, Amy Slack, Katie Slack, Heather Slade, Mark Slade, Lynda Slater, Nicola Slawson, Rachel Slingsby, Andrew Sloan, Brendan Sloan, Derek Sloan, Geraldine Sloane, Malgorzata Slowinska, Benjamin Small, Ellen Small, Samuel Small, Adam Smallridge, Dawn Smalls, Karen D Smallshaw, Andy Smallwood, Brittany Smart, Lynne Smart, Justyna Smeaton, Carien Smit, Aileen Smith, Alex Smith, Amanda Smith, Amy Smith, Andrew Smith, Catherine Smith, Chris Smith, Christopher Smith, Coral Smith, Debra Smith, Dominic Smith, Eleanor Smith, Harriet Smith, Hazel Smith, Helen Smith, Jacky Smith, Jessica Smith, Kate Smith, Kerry Smith, Lara Smith, Linda Smith, Lisa Smith, Loren Smith, Maria Smith, Mark Smith, Martha A Smith, Mel Smith, Nicholas Smith, Oliver Smith, Philippa Smith, Rachel Smith, Rebecca Smith, Rheanna Smith, Richard Smith, Sally Smith, Samantha Smith, Stacey Smith, Stephanie Smith, Susan Smith, Tracy Smith, Victoria Smith, Imogen Smith, John Smith, Sue Smolen, Sara Smuts, Jennifer Smyth, Naoise Smyth, Annette Snell, David Snell, Luke Snell, Alfred So, Beng So, Michelle Soan, Toluleyi Sobande, Sonia Sobowiec Kouman, Alberto Sobrino Diaz, Basit Sohail, Bina Sohail, Herminder Sohal, Roy Soiza, Olajumoke Solademi, Babak Soleimani, Amanda Solesbury, Mohamed Soliman, Bernadette Solis, Reanne Solly, Louise Solomon, Subash Somalanka, Chandrashekaraiah Somashekar, Sven Sommerfield, Govind Soni, Raj Sonia, Temi Sonoiki, Shiu-Ching Soo, Pavandeep Soor, Germander Soothill, Jennifer Soren, Apina Sothinathan, Pragalathan Sothirajah, Jessica Sousa, 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Starkey, David S Starnes, Michelle Starr, Rachel Stead, Clare Stebbing, Conor Steele, Henry Steer, John Steer, Vergnano Stefania, Paula Stefanowska, Femke Steffensen, Caroline Stemp, Emma Stenson, Alison Stephens, David Stephensen, Elaine Stephenson, Monique Sterrenburg, Jennifer Stevens, Melanie Stevens, Will Stevens, Amy Stevenson, Andrew Stevenson, Lesley Stevenson, Sarah Stevenson, Matthew Steward, Christopher Stewart, Claire Stewart, Colin Stewart, Dobree A Stewart, Katelyn Stewart, Keely Stewart, Kristina Stewart, McKenna Stewart, Melissa Stewart, Rachel Stewart, Richard Stewart, Jo Stickley, Gemma Stiller, Sarah Stirrup, Sarah Stock, Alexander Stockdale, Danielle Stocker, Lynne Stockham, Paul Stockton, Emma Stoddard, Chelsea Stokes, Chris Stokes, Ben Stone, Roisin Stone, Sarah Stone, Emma-Jane Stoner, Imogen Storey, Kim Storton, Frederick Stourton, Angela Strachan, Catherine Strait, Emma Stratton, Jane Stratton, Sam Straw, Dieter Streit, Emma Stride, Sally Stringer, Sophia Strong-Sheldrake, Siske Struik, Carmel Stuart, Anna Stubbs, Harrison Stubbs, Ann Sturdy, Sharon Sturney, Matt Stuttard, Cristina Suarez, Karuna Subba, Christian P Subbe, Keerth Subramaniam, Manjula Subramanian, Vaidyanathan Subramanian, Venkatram Subramanian, Chinari Subudhi, Rebecca Suckling, Srivatsan Sudershan, Peter Sugden, Putri A Suherman, Rudresh Sukla, Anila Sukumaran, Ezoubi Suleiman, Ali Suliman, Fatimah Suliman, Sugrah Sultan, Samyukta Sundar, Radha Sundaram, Reka Sundhar, Edmond Sung, Nadia Sunni, Jay Suntharalingam, Amitava Sur, Dharmic Suresh, Nayanika Suresh, Shilpa Suresh, Michael Surtees, C Susan, Danielle Suter, Rohan Suthar, Helen Sutherland, Rachel Sutherland, Rebecca Sutherland, Sara-Beth Sutherland, Dovile Sutinyte, Deborah Sutton, Sam Sutton, Siobhan Sutton, Mihaela Sutu, Marie-Louise Svensson, Sima Svirpliene, Andrew Swain, Rose Swain, Thomas Swaine, Christopher Swales, Carla Swanson-Low, Tirion Swart, Stephen Sweetman, Ealish Swift, Paul Swift, Pauline Swift, Rachael Swift, Rachel Swingler, Sophie Swinhoe, Katarzyna Swist-Szulik, Luke Swithenbank, Omair Syed, Catriona Sykes, Daisy Sykes, Eliot Sykes, Luke Sylvester, Declan Symington, Dominic Symon, Andrew Syndercombe, Zoe Syrimi, Jen Syson, Gemma Szabo, Denise Szabó, Tamas Szakmany, Nina Szarazova, Megan Szekely, Adele Szekeres, Matthew Szeto, Kinga Szymiczek, Maria Tadros, Amr Tageldin, Lucy Tague, Hasan Tahir, Muhammad Tahir, Michael Tai, Jennifer Tait, Abigail Takyi, Peter Talbot, Alison Talbot -Smith, James Talbot-Ponsonby, Richard Tallent, Bradley Tallon, Adrian Tan, Bee T T Tan, Hock Tan, Huey Tan, Jenny Tan, Jun Seng Tan, Keith Tan, Wei Teen Tan, Anand Tana, Alex Tanner, Christina Tanney, Tabitha Tanqueray, Emma Tanton, Anita Tantri, Tm Tanzil-Al-Imran, Hayley Tarft, Priyal Taribagil, Obaid Tarin, Syed Tariq, David Tarpey, Esther Tarr, Lisa Tarrant, Antonia Tasiou, Alex Tate, Margaret L Tate, Matthew Tate, Paul Tate, Kate Tatham, Silvia S Tavares, Vera Tavoukjian, Shao An Isaac Tay, Alexander Taylor, Beverley Taylor, Charlie Taylor, Charlotte A Taylor, David Taylor, Elisabeth Taylor, Holly Taylor, Janet Taylor, Jennifer Taylor, Joanne Taylor, Julie Taylor, Karen Taylor, Leanne Taylor, Margaret Taylor, Matthew Taylor, Melanie Taylor, Natalie Taylor, Rachael Taylor, Rachel Taylor, Samantha Taylor, Suzanne Taylor, Tracey Taylor, Vicky Taylor, Victoria Taylor, Michelle Taylor-Siddons, Thomas Taynton, Amelia Te, Francesca Teasdale, Jessica Teasdale, Katherine Teasdale, Julie Tebbutt, Caroline Tee, Izla Teeluck, Borja Tejero Moya, Rajni Tejwani, Adam Telfer, Vibha Teli, Jennifer Tempany, Julie Temple, Natalie Temple, Helen Tench, Yi He Teoh, Radoslaw Tereszkowski-Kaminski, Lynne Terrett, Louise Terry, Tesha I M Tesha, Dariusz Tetla, Shirish Tewari, Daniel Tewkesbury, Joana Texeira, ChiaLing Tey, Miriam Thake, Clare Thakker, Manish Thakker, Jayna Thakrar, Bhavneet Thamu, Hilary Thatcher, Andrew Thayanandan, Krishna Thazhatheyil, Eaint Thein, Lambrini Theocharidou, Phyu Thet, Kapeendran Thevarajah, Mayooran Thevendra, Nang Thiri Phoo, Yvette Thirlwall, Muthu Thirumaran, Alice Thomas, Andrew Thomas, Caradog Thomas, Emma Thomas, Enson Thomas, Esther Thomas, Helen Thomas, James Thomas, Jordan L Thomas, Karen Thomas, Koshy Thomas, Lucy Thomas, Rachel Thomas, Rebecca Thomas, Rhys Thomas, Ruth Thomas, Sarah Thomas, Sherine Thomas, Tessy Thomas, Vicky Thomas, Kirsty Thomasson, Rhian Thomas-Turner, Catherine Thompson, Christopher Thompson, Clara Thompson, Emma Thompson, Fiona Thompson, Hilary Thompson, Jessica Thompson, Katharine Thompson, Laura Thompson, Liz Thompson, Luke Thompson, Michael Thompson, Orla Thompson, Rebecca Thompson, Roger Thompson, Yolanda Thompson, Nicola Thomson, Patrick Thorburn, Natasha Thorn, Charlotte Thorne, Nicola Thorne, Alice Thornton, Danielle Thornton, Jim Thornton, Richard Thornton, Sara Thornton, Susan Thornton, Thomas Thornton, Tracey Thornton, Christopher Thorpe, Nigel Thorpe, Sarah Thorpe, Paradeep Thozthumparambil, Laura Thrasyvoulou, Hannah Thraves, Genevieve Thueux, Pinky Thu-Ta, Vicky Thwaiotes, Guy Thwaites, Simon Tiberi, Serena Tieger, Carey Tierney, Caroline Tierney, Mark Tighe, Sorrell Tilbey, Christopher Till, Amanda Tiller, Heather Tiller, John Timerick, Elizabeth Timlick, Alan Timmins, Alison Timmis, Hayley Timms, Anne-Marie Timoroksa, Samakomva Tinashe, Stephanie Tingley, Nicola Tinker, Heather Tinkler, Marianne Tinkler, Jacqui Tipper, Ajay Tirumalai Adisesh, Helen Tivenan, Katarzyna Tluchowska, Helen T-Michael, Anne Todd, Jackie Todd, Shirley Todd, Stacy Todd, Olga Toffoletti, Mohamed Tohfa, Sue Tohill, Melanie Tolson, Ana L Tomas, Natalia Tomasova, Sharon Tomlin, Simon Tomlins, Jo Tomlinson, Kerry Tomlinson, James Tonkin, Ivan Tonna, Catherine Toohey, Kirsty Topham, Mathew Topping, Audrey Torokwa, Collette Torrance, Omar Touma, Laura Tous Sampol, Ruhaif Tousis, Melissa Tout, Peter Tovey, Gareth Towersey, Jill Townley, Richard Tozer, Michelle Tran, Helen Tranter, Jenny Travers, Christopher Travill, Sarah Traynor, Leanne Trethowan, Estefania Treus Gude, Mary Trevelyan, Nicola A Trewick, Ascanio Tridente, Sanchia Triggs, Fiona Trim, Alex Trimmings, Tom Trinick, Kate Trivedi, Sven Troedson, Emily Tropman, Amy Trotter, Spyridon Trous, Helen Trower, Madeleine Trowsdale Stannard, Nigel Trudgill, Robert Truell, Nick Truman, Maria Truslove, Shaun Trussell, Tariq Trussell, Kyriaki Tsakiridou, Christine Tsang, Peter Tsang, Tan Tsawayo, Kyriaki K Tsilimpari, Georgios Tsinaslanidis, Simon Tso, Natasha Tucker, Sally Tucker, Stephanie Tucker, Daisy E Tudor, Aisha Tufail, Jess Tuff, Jemma Tuffney, Redmond Tully, Grace Tunesi, Killiam Turbitt, Rezon Turel, Tolga Turgut, Claudia Turley, Alison Turnbull, Aine Turner, Ash Turner, Charlotte Turner, Gail Turner, Georgina Turner, Kate Turner, Kelly Turner, Kim Turner, Lucy Turner, Lynne C Turner, Mark Turner, Patricia Turner, Sally Turner, Samantha Turner, Sarah Turner, Victoria Turner, Ian Turner-bone, Sharon Turney, Jon Turvey, Conor Tweed, David Tweed, Rebecca Twemlow, Emma Twohey, Bhavya Tyagi, Vedang Tyagi, Abigail Tyer, Amanda Tyler, Jayne Tyler, Jennifer Tyler, Alison Tyzack, Petros Tzavaras, Ioannis Tzinieris, A Wahid Uddin, Mohammad S Uddin, Ruhama Uddin, Ruzena Uddin, Jacinta Ugoji, Edith N Ukaegbu, Waqar Ul Hassan, Zia Ul-Haq, Salamat Ullah, Sana Ullah, Sanda Ullah, Ju Um, Athavan Umaipalan, Anil Umate, Judith Umeadi, Akudo Umeh, Wilfred Umeojiako, Ben Ummat, Emma Underhill, Charlotte Underwood, Jonathan Underwood, Adam Unsworth, Veerpal S Uppal, Gerry Upson, Masood Ur Rasool, Alison Uriel, Sebastian Urruela, Hiromi Uru, Jess Usher, Miranda Usher, Rebecca Usher, Alexandra Usher-Rea, Andrew Ustianowski, Hiromi Uzu, Linda C Vaccari, Uddhav Vaghela, Abhay Vaidya, Denny Vail, Bernardas Valecka, Jennifer Valentine, Balan Valeria, Pramodh Vallabhaneni, Nick Vallotton, Luke Vamplew, Ekaterini Vamvakiti, Joannis Vamvakopoulos, Lucia van Bruggen, Maud van de Venne, Alex van der Meer, Nora van der Stelt, Lynne van Koutrik, Alexander Van Loggerenberg, Joseph Vance-Daniel, Rama Vancheeswaran, Samuel I Vandeyoon, Padma Vankayalapati, Piyush Vanmali, Chloe Vansomeren, William Van't Hoff, Sejal Vara, Stehen J Vardy, Anu Varghese, Maria Varghese, William Varney, Giulia Varnier, Anna-Nektaria Varouxaki, Resti Varquez, Valeria Vasadi, Olivia Vass, Katherine Vassell, Vimal Vasu, Vasanthi Vasudevan, Manu Vatish, Sue Vaughan, Heloyes Vayalaman, Darini Vayapooree, Christopher Vaz, Niki Veale, Sachuda Veerasamy, Swati Velankar, Luxmi Velauthar, Neyme Veli, Nicola Vella, Aravind Velugupati, Anitha Velusamy, Ian Venables, Mavi Venditti, Ramya Venkataramakrishnan, Richard Venn, Robert Venn, Lyn Ventilacion, Joanne Vere, Mark Veres, Stefania Vergnano, Will Verling, Amit Verma, Rachel Vernall, Britney Vernon, Mark Vertue, Liberty Verueco, Jerik Verula, Natalie Vethanayagam, Shambavi Vettikumaran, Lucy Veys, Carinna Vickers, Saji Victor, SImpson Victoria, Celine Vidaillac, Jennifer Vidler, Bavithra Vijayakumar, Vinod W Vijayaraghavan Nalini, Brigita Vilcinskaite, Alicija Vileito, Neringa Vilimiene, Lynn Vinall, Sylvia Vinay, Latha Vinayakarao, Olivia Vincent, Rachel Vincent, Rosie Vincent, Pritpal Virdee, Emma Virgilio, Abdullah M Virk, Elisa Visentin, Martina Vitaglione, Karunakaran Vithian, Sorice Vittoria, Sankkita Vivekananthan, Elena Vlad, Ben Vlies, Linda von Oven, Claire Vooght, Kritchai Vutipongsatorn, Alain Vuylsteke, Eleftheria Vyras, Richard Wach, Beverley Wadams, Susan Wadd, Natalia Waddington, Phillip Wade, Jonathan Wadsley, Kirsten Wadsworth, Syed E I Wafa, Daniel Wagstaff, Lynda Wagstaff, Dalia Wahab, Zaroug Wahbi, Abiodun Waheed Adigun, Sawan Waidyanatha, Alicia Waite, Rachel Wake, Alice Wakefield, William Wakeford, Fiona Wakinshaw, Emma Waldeck, Andrew Walden, Lorna Walding, Alexandria Waldron, Joanne Waldron, Emma Wales, Batool Wali, Danielle Walker, Gemma Walker, Harriet Walker, Ian Walker, Kevin Walker, Kim Walker, Lauren Walker, Linda Walker, Lynne Walker, Olivia Walker, Rachel Walker, Rebecca Walker, Sara Walker, Susan Walker, Gillian Wallace, Rebecca Wallbutton, Jessica Wallen, Karl Wallendszus, Arabella Waller, Rosemary Waller, Gabiel Wallis, Gabriel Wallis, Louise Wallis, Matthew Wallis, Emma Walmsley, Donna Walsh, Elizabeth Walsh, Livia Walsh, Deborah Walstow, Daniel Walter, Alex Walters, Holt Walters, James Walters, Jocelyn Walters, Eileen Walton, Lucy Walton, Maisie Walton, Michael Walton, Olivia Walton, Sharon Walton, Susan Walton, Mandy Wan, Junita Wanda, Mary Wands, Rachel Wane, Frank Wang, Nick Wang, Ran Wang, Shentong Wang, Deborah Warbrick, Samantha Warburton, Christopher Ward, Deborah Ward, Emma Ward, Hannah Ward, Janice Ward, Joanna Ward, Luke Ward, Nicola Ward, Rachael Ward, Thomas Ward, Tom Ward, Scott A Warden, Gibril Wardere, Steve Wardle, Hassan Wardy, Gareth Waring, Scott Waring, Jenny Warmington, Ben Warner, Christian Warner, Lewis Warnock, Sarah Warran, Jade Warren, Lisa Warren, Rebecca Warren, Yolanda Warren, Davina Warrender, Hannah Warren-Miell, Adilia Warris, Gill Warwick, Helen Wassall, Elizabeth Wasson, Hazel Jane Watchorn, Holly Waterfall, Abby Waters, Donald Waters, Mark Waterstone, Abigail Watkin, Catherine Watkins, Catrin Watkins, Eleanor Watkins, Karen Watkins, Lynn Watkins, Abigail Watson, Adam J R Watson, Ekaterina Watson, Eleanor Watson, Felicity Watson, J G R Watson, Louisa Watson, Paul Watson, Rebecca Watson, Robert Watson, Kathleen Watson, Malcolm Watters, Donna Watterson, Khairiah Wattimena, Daniel Watts, John Watts, Merlin Watts, Victoria Waugh, Emma Wayman, Matthew Wayman, Akhlaq Wazir, Mark Weatherhead, Nick Weatherly, Chloe Webb, Claire Webb, Hayley Webb, Kathryn Webb, Kylie Webb, Stephen Webb, Cheryl Websdale, Deborah Webster, Ian Webster, Jemma Webster, Tim Webster, Jordan Wedlin, Ling Wee, Rebecca Weerakoon, Thanuja Weerasinghe, Janaka Weeratunga, Maria Weetman, Shuying Wei, Immo Weichert, Emma Welch, Hugh Welch, James Welch, Leanne Welch, Steven Welch, Benjamin Welham, Samantha Weller, Lucy Wellings, Brian Wells, Susan Wellstead, Berni Welsh, Richard Welsh, Ingeborg Welters, Rachael Welton, Victoria Wenn, Lauren Wentworth, Joan Wesonga, Kate Wesseldine, Joe West, Magdelena West, Raha West, Ruth West, Sophie West, Luke Western, Ruth Westhead, Heather Weston, Alice Westwood, Kelly Westwood, Sharon Westwood, Bill Wetherill, Sharon Wheaver, Helen Wheeler, Ben Whelan, Matthew Whelband, Amanda Whileman, Alison Whitcher, Andrew White, Ayesha White, Benjamin White, Catherine White, Christopher White, Duncan White, James White, Jonathan White, Katie White, Marie White, Nick White, Nikki White, Sarah White, Sonia White, Tracey White, Catherine Whitehead, Kelly Whitehorn, Anne Whitehouse, Claire Whitehouse, Tony Whitehouse, Julia Whiteley, Louiza Whiteley, Sophie Whiteley, Rachael Whitham, Gabriel Whitlingum, David Whitmore, Elizabeth Whittaker, Lindsay Whittam, Ashley Whittington, Helen Whittle, Robert Whittle, Eunice Wiafe, Lou Wiblin, Olivia Wickens, John Widdrington, Jason Wieboldt, Hannah Wieringa, Cornelia Wiesender, Laura Wiffen, Andrew Wight, Ashleigh Wignall, Christopher Wignall, Annamaria Wilce, Danielle Wilcock, Emma Wilcock, Louise Wilcox, Ben Wild, Laura Wild, Stephen Wild, Michael Wilde, Laura Wilding, Peter Wilding, Tracey Wildsmith, Joe Wileman, Joy Wiles, Kate Wiles, Elva Wilhelmsen, Thomas Wiliams, Janet Wilkie, David Wilkin, Hannah Wilkins, Joy Wilkins, Suzanne Wilkins, Iain Wilkinson, Lesley Wilkinson, Nicola Wilkinson, Sophia Wilkinson, Susan Wilkinson, Tim Wilkinson, Sylvia Willetts, Aimee Williams, Alexandra Williams, Alison Williams, Angharad Williams, Anna Williams, Ava Williams, Carl Williams, Caroline V Williams, Claire Williams, Dewi Williams, Eleri Williams, Gail Williams, Gemma Williams, Gina Williams, Hannah Williams, Heledd Williams, James Williams, Jennie Williams, Jill Williams, John Williams, Joseph Williams, Karen Williams, Kathryn Williams, Mandy Williams, Marie Williams, Mark Williams, Matthew Williams, Patricia Williams, Penny Williams, Rachel Williams, Robin Williams, Rupert Williams, Samson Williams, Sarah Williams, Sophie Williams, Steffan Williams, Tamanna Williams, Tania Williams, Annie Williamson, Cath Williamson, Catherine Williamson, Dawn Williamson, James D Williamson, Jodie Williamson, Rachel Williamson, Helen Williamson, Elaine Willis, Elizabeth Willis, Emily Willis, Heather Willis, Herika Willis, Joanna Willis, Louise Wills, Lucy Willsher, Catherine Willshire, Francesca Willson, Jayne Willson, Alison Wilson, Andrea Wilson, Anna Wilson, Antoinette Wilson, Billy Wilson, David Wilson, Imogen Wilson, James Wilson, Karen Wilson, Kate Wilson, Kristy-Ann Wilson, Lucinda Wilson, Mark Wilson, Stephen Wilson, Toni Wilson, John Wilson, Khin Lei Yee Win, Marlar Win, Than Win, Tin Tin Win, Wut Yee Win Win, Lucinda Winckworth, Laura Winder, Piers Winder, Stuart Winearl, Helen Winmill, Simon Winn, Carmen Winpenny, Helen Winslow, Helen Winter, Jonathan Winter, Barbara Winter-Goodwin, Joseph Winterton, Hannah Winwood, Jack Wischhusen, Stephen Wisdom, Matthew Wise, Martin Wiselka, Rebecca Wiseman, Sophie Wiseman, Steven Wishart, Tabitha WIshlade, Eric Witele, Nicholas Withers, Janet Wittes, Donna Wixted, Therese Wodehouse, Will Wolf, Nicola Wolff, Kirsten Wolffsohn, Rebecca Wolf-Roberts, Elena Wolodimeroff, Adam Wolstencroft, Alan Wong, Charlotte Wong, Chi-Hung Wong, Chi-Man Wong, Edwin Wong, Jessica S Y Wong, Kit Y Wong, Mei Yin Wong, Nick Wong, Sam Wong, Ting Wong, Amanda Wood, Caroline Wood, Dianne Wood, Fiona Wood, Gordon Wood, Hannah Wood, Jennifer Wood, Joe Wood, Lisa Wood, Louise Wood, Madeleine Wood, Stephen Wood, Tracy Wood, Katharine Woodall, Rebecca Woodfield, Christopher Woodford, Elizabeth Woodford, Jill Woodford, Louise Woodhead, Timothy Woodhead, Philip Woodland, Marc Woodman, Myles Woodman, Stephen Woodmansey, Charlotte Woods, Jane Woods, Katherine Woods, Sarah Woods, Zoe Woodward, Megan Woolcock, Gemma Wooldridge, Rebecca Woolf, Chris Woollard, Christopher Woollard, Louisa Woollen, Emma Woolley, Jade Woolley, Daniel Woosey, Dan Wootton, Joanne Wootton, Daniel Worley, Stephy Worton, Jonathan Wraight, Maria Wray, Kim Wren, Lynn Wren, Caroline Wrey Brown, Catherine Wright, Demi Wright, Francesca Wright, Holly Wright, Imogen Wright, Lianne Wright, Rachel Wright, Sarah Wright, Stephanie Wright, Tim Wright, Caroline Wroe, Hannah Wroe, Henry Wu, Peishan Wu, Pensee Wu, Jonathan Wubetu, Fitria Wulandari, Retno Wulandari, Subie Wurie, Craig Wyatt, Frederick Wyn-Griffiths, Inez Wynter, Bindhu Xavier, Arnold Xhikola, Bingru E Xia, Zhongyang Xia, Effua Yacoba, Masseh Yakubi, May Yan, Yuuki Yanagisawa, Freda Yang, Yingjia Yang, Michael Yanney, Woei Lin Yap, Nabil Yaqoob, Salima Yasmin, Bryan Yates, David Yates, Edward Yates, Helen Yates, Thomas Yates, Mark Yates, Jessica Ye, Charlotte Yearwood Martin, Khin Yein, Fiona Yelnoorkar, Alastair Yeoh, Chun Yu Yeung, Peter Yew, Durgesh Yewatkar, Laura B Ylquimiche Melly, Inez Ynter, H Yong, Jemma Yorke, Jasmine Youens, Abdel Younes Ibrahim, Eoin Young, Gail Young, Louise Young, Asfand Yousafzar, Sajeda Youssouf, Ahmed Yousuf, Chrissie Yu, Jack S J Yuan, Nindya Yufaniaputri, Bernard Yung, Daniel Yusef, Said Yusef, Intekhab Yusuf, Anna-Sophia Zafar, Silvia Zagalo, Su Zaher, Aqsa Zahoor, Mahrukh Zainab, Thornton Zak, Kareem Zaki, Nabhan Zakir, Kasia Zalewska, Ane Zamalloa, Mohsin Zaman, Shakir Zaman, Julie Zamikula, Louise Zammit, Marie Zammit-Mangion, Marcelina Zawadzka, Mohammed Zayed, Esther Zebracki, Daniel Zehnder, Lisa Zeidan, Darius Zeinali, Jing Zhang, Xiaobei Zhao, Dongling Zheng, Doreen Zhu, Madiha Zia, Omar Zibdeh, Rabia Zill-E-Huma, Ei Thankt Zin, Eva Zincone, Garikai Zindoga, Eleanor Zinkin, Vivian Zinyemba, Christos Zipitis, Letizia Zitter, Arkadiusz Zmierczak, Garazi Zubikarai, Azam Zubir, Naz Zuhra, Rasha Zulaikha, Sabrina Zulfikar, Carol Zullo, Ana Zuriaga-Alvaro, University of St Andrews. School of Medicine, Group, RECOVERY Collaborative, and Apollo - University of Cambridge Repository
Subjects: RM, E-DAS, ResearchInstitutes_Networks_Beacons/humanitarian_conflict_response_institute, COVID-19/drug therapy, Randomized controlled trials as topic, SDG 3 - Good Health and Well-being, RA0421, General & Internal Medicine, RA0421 Public health. Hygiene. Preventive Medicine, Janus Kinase Inhibitors, Humans, Treatment outcome, 11 Medical and Health Sciences, Randomized Controlled Trials as Topic, MCC, Sulfonamides, SARS-CoV-2, Janus Kinase Inhibitors/therapeutic use, COVID-19, General Medicine, Hospitals, COVID-19 Drug Treatment, RM Therapeutics. Pharmacology, RECOVERY Collaborative Group, Treatment Outcome, Purines, Humanitarian and Conflict Response Institute, Azetidines, Pyrazoles
Abstract: The RECOVERY trial is supported by grants to the University of Oxford from UK Research and Innovation and NIHR (MC_PC_19056), the Wellcome Trust (grant reference 222406/Z/20/Z) through the COVID-19 Therapeutics Accelerator, and by core funding provided by the NIHR Oxford Biomedical Research Centre, the Wellcome Trust, the Bill and Melinda Gates Foundation, the Foreign, Commonwealth and Development Office, Health Data Research UK, the Medical Research Council Population Health Research Unit, the NIHR Health Protection Unit in Emerging and Zoonotic Infections, and NIHR Clinical Trials Unit Support Funding. TJ is supported by a grant from UK Medical Research Council (MC_UU_00002/14). WSL is supported by core funding provided by NIHR Nottingham Biomedical Research Centre. Background: We aimed to evaluate the use of baricitinib, a Janus kinase (JAK) 1-2 inhibitor, for the treatment of patients admitted to hospital with COVID-19. Methods: This randomised, controlled, open-label, platform trial (Randomised Evaluation of COVID-19 Therapy [RECOVERY]), is assessing multiple possible treatments in patients hospitalised with COVID-19 in the UK. Eligible and consenting patients were randomly allocated (1:1) to either usual standard of care alone (usual care group) or usual care plus baricitinib 4 mg once daily by mouth for 10 days or until discharge if sooner (baricitinib group). The primary outcome was 28-day mortality assessed in the intention-to-treat population. A meta-analysis was done, which included the results from the RECOVERY trial and all previous randomised controlled trials of baricitinib or other JAK inhibitor in patients hospitalised with COVID-19. The RECOVERY trial is registered with ISRCTN (50189673) and ClinicalTrials.gov (NCT04381936) and is ongoing. Findings: Between Feb 2 and Dec 29, 2021, from 10 852 enrolled, 8156 patients were randomly allocated to receive usual care plus baricitinib versus usual care alone. At randomisation, 95% of patients were receiving corticosteroids and 23% were receiving tocilizumab (with planned use within the next 24 h recorded for a further 9%). Overall, 514 (12%) of 4148 patients allocated to baricitinib versus 546 (14%) of 4008 patients allocated to usual care died within 28 days (age-adjusted rate ratio 0·87; 95% CI 0·77-0·99; p=0·028). This 13% proportional reduction in mortality was somewhat smaller than that seen in a meta-analysis of eight previous trials of a JAK inhibitor (involving 3732 patients and 425 deaths), in which allocation to a JAK inhibitor was associated with a 43% proportional reduction in mortality (rate ratio 0·57; 95% CI 0·45-0·72). Including the results from RECOVERY in an updated meta-analysis of all nine completed trials (involving 11 888 randomly assigned patients and 1485 deaths) allocation to baricitinib or another JAK inhibitor was associated with a 20% proportional reduction in mortality (rate ratio 0·80; 95% CI 0·72-0·89; p
Published: 2022
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20. NCOG-05. A BRAIN METASTASES SURVIVAL MODEL USING AN ENSEMBLE TREE APPROACH

Author: John Shumway, Xianming Tan, Peter Drossopoulos, Marina Torras, Madison File, Tushar Joshi, Ashley Ruhashya, Theodore Yanagihara, and Colette Shen
Subjects: Cancer Research, Oncology, Neurology (clinical)
Abstract: PURPOSE/OBJECTIVE(S) The primary purpose of this study is to determine whether a machine learning approach can estimate survival in patients with brain metastases undergoing stereotactic radiosurgery or fractionated stereotactic radiotherapy (SRS/SRT). The secondary purpose is to identify covariates of importance. MATERIALS/METHODS Data were collected for 377 SRS/SRT treatments in 291 patients done between the years 2008-2021. If a patient was treated with more than one course of SRS/SRT within 30 days, they were counted only once. Twenty-five clinically-relevant variables were identified as covariates and the primary outcome of time from brain metastasis diagnoses to death was used to build a random survival forest model. Brain metastasis location was categorized as infratentorial, supratentorial, or both. An 80/20 split was used for training (n = 302) and test (n = 75) sets. Missing data points were imputed using a just-in-time adaptive tree approach. Minimal depth and variable importance (VIMP) approaches were used to identify prognostic factors. Model performance was assessed using time-dependent area under the receiver operating characteristics curve (tAUC). RESULTS Median survival time was 16 months. The most important variables according to minimal depth analysis (depth threshold 5.23) were Karnofsky Performance Status (KPS), extracranial status, age, insurance status, metastases volume, histology, number of metastases, and location. Error rate on the test set was 0.38. tAUC was found to increase continuously over time and at 6, 12, 24, and 36 months was 0.56, 0.63, 0.74, and 0.84 respectively. CONCLUSION An ensemble tree approach can provide good survival prediction for patients with brain metastases undergoing SRS/SRT. Model performance, as measured by tAUC, increases over time suggesting better predictive capability at longer time intervals. Future directions include collecting more data to increase model performance, comparing to other models, and validating with external data.
Published: 2022
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21. Using Chou’s 5-steps rule to study pharmacophore-based virtual screening of SARS-CoV-2 Mpro inhibitors

Author: Hemlata Pundir, Tushar Joshi, Subhash Chandra, Shalini Mathpal, Sushma Tamta, Priyanka Sharma, and Tanuja Joshi
Subjects: PubChem compounds, Binding free energy, Coronavirus disease 2019 (COVID-19), Protein Conformation, medicine.medical_treatment, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), Drug Evaluation, Preclinical, Main protease (MPro), Computational biology, Biology, 010402 general chemistry, 01 natural sciences, Catalysis, Inorganic Chemistry, User-Computer Interface, Drug Discovery, medicine, Protease Inhibitors, Physical and Theoretical Chemistry, Molecular Biology, Coronavirus 3C Proteases, Pharmacophore modeling, Virtual screening, Protease, SARS-CoV-2, 010405 organic chemistry, Organic Chemistry, COVID-19, General Medicine, 0104 chemical sciences, Molecular Docking Simulation, Drug development, Molecular docking, Thermodynamics, Original Article, Pharmacophore, PubChem, Information Systems
Abstract: Recently emerged SARS-CoV-2 is the cause of the ongoing outbreak of COVID-19. It is responsible for the deaths of millions of people and has caused global economic and social disruption. The numbers of COVID-19 cases are increasing exponentially across the world. Control of this pandemic disease is challenging because there is no effective drug or vaccine available against this virus and this situation demands an urgent need for the development of anti-SARS-CoV-2 potential medicines. In this regard, the main protease (Mpro) has emerged as an essential drug target as it plays a vital role in virus replication and transcription. In this research, we have identified two novel potent inhibitors of the Mpro (PubChem3408741 and PubChem4167619) from PubChem database by pharmacophore-based high-throughput virtual screening. The molecular docking, toxicity, and pharmacophore analysis indicate that these compounds may act as potential anti-viral candidates. The molecular dynamic simulation along with the binding free energy calculation by MMPBSA showed that these compounds bind to Mpro enzyme with high stability over 50 ns. Our results showed that two compounds: PubChem3408741 and PubChem4167619 had the binding free energy of − 94.02 kJ mol−1 and − 122.75 kJ mol−1, respectively, as compared to reference X77 (− 76.48 kJ mol−1). Based on our work’s findings, we propose that these compounds can be considered as lead molecules for targeting Mpro enzyme and they can be potential SARS-CoV-2 inhibitors. These inhibitors could be tested in vitro and explored for effective drug development against COVID-19. Graphic abstract Electronic supplementary material The online version of this article (10.1007/s11030-020-10148-5) contains supplementary material, which is available to authorized users.
Published: 2020
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22. A dynamic simulation study of FDA drug from zinc database against COVID-19 main protease receptor

Author: Hemlata Pundir, Tushar Joshi, Shalini Mathpal, Tanuja Joshi, Subhash Chandra, Priyanka Sharma, and Veena Pande
Subjects: 2019-20 coronavirus outbreak, Coronavirus disease 2019 (COVID-19), medicine.medical_treatment, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), Biology, FDA drugs, Structural Biology, medicine, Humans, Molecular Biology, zinc database, Protease, molecular dynamic simulation, SARS-CoV-2, COVID-19, Outbreak, molecular docking, General Medicine, Zinc database, Virology, Molecular Docking Simulation, Zinc, Pharmaceutical Preparations, main protease, Research Article, Peptide Hydrolases
Abstract: The sudden outbreak of COVID-19 has been responsible for several deaths across the globe. Due to its high contagious nature, it spreads from one human to another very quickly. Now it becomes a global public health threat with no approved treatments. In silico techniques can accelerate the drug development process. Our research aimed to identify the novel drugs for inhibition of Main protease (Mpro) enzyme of COVID-19 by performing in silico approach. In this context, a library consisting of 3180 FDA-approved drugs from ‘the ZINC database’ was used to identify novel drug candidates against ‘the Mpro’ of SARS-CoV-2. Initially, the top 10 drugs out of 3180 drugs were selected by molecular docking according to their binding score. Among 10 selected drugs; seven drugs that showed binding with Mpro enzyme residue Glu166 were subjected to100 ns Molecular dynamics (MD) simulation. Out of seven compounds, four namely, ZINC03831201, ZINC08101052, ZINC01482077, and ZINC03830817 were found significant based on MD simulation results. Furthermore, RMSD, RMSF, RG, SASA, PCA, MMPBSA (for last 40 ns) were calculated for the 100 ns trajectory period. Currently, the world needs potent drugs in a short period and this work suggests that these four drugs could be used as novel drugs against COVID-19 and it also provides new lead compounds for further in vitro, in vivo, and ongoing clinical studies against SARS-CoV-2. Communicated by Ramaswamy H. Sarma
Published: 2020
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23. Predictive modeling by deep learning, virtual screening and molecular dynamics study of natural compounds against SARS-CoV-2 main protease

Author: Hemlata Pundir, Shalini Mathpal, Subhash Chandra, Tanuja Joshi, Priyanka Sharma, and Tushar Joshi
Subjects: 2019-20 coronavirus outbreak, Coronavirus disease 2019 (COVID-19), Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), medicine.medical_treatment, 030303 biophysics, Computational biology, Molecular Dynamics Simulation, 03 medical and health sciences, Structural Biology, natural compounds, medicine, Humans, Protease Inhibitors, Molecular Biology, Mathematics, 0303 health sciences, Virtual screening, Protease, SARS-CoV-2, business.industry, Deep learning, COVID-19, deep learning, molecular docking, General Medicine, main protease (MPro), Molecular Docking Simulation, Artificial intelligence, business, Sauchinone, Peptide Hydrolases, Research Article
Abstract: The whole world is facing a great challenging time due to Coronavirus disease (COVID-19) caused by SARS-CoV-2. Globally, more than 14.6 M people have been diagnosed and more than 595 K deaths are reported. Currently, no effective vaccine or drugs are available to combat COVID-19. Therefore, the whole world is looking for new drug candidates that can treat the COVID-19. In this study, we conducted a virtual screening of natural compounds using a deep-learning method. A deep-learning algorithm was used for the predictive modeling of a CHEMBL3927 dataset of inhibitors of Main protease (Mpro). Several predictive models were developed and evaluated based on R2, MAE MSE, RMSE, and Loss. The best model with R2=0.83, MAE = 1.06, MSE = 1.5, RMSE = 1.2, and loss = 1.5 was deployed on the Selleck database containing 1611 natural compounds for virtual screening. The model predicted 500 hits showing the value score between 6.9 and 3.8. The screened compounds were further enriched by molecular docking resulting in 39 compounds based on comparison with the reference (X77). Out of them, only four compounds were found to be drug-like and three were non-toxic. The complexes of compounds and Mpro were finally subjected to Molecular dynamic (MD) simulation for 100 ns. The MMPBSA result showed that two compounds Palmatine and Sauchinone formed very stable complex with Mpro and had free energy of −71.47 kJ mol−1 and −71.68 kJ mol−1 respectively as compared to X77 (−69.58 kJ mol−1). From this study, we can suggest that the identified natural compounds may be considered for therapeutic development against the SARS-CoV-2. Communicated by Ramaswamy H. Sarma
Published: 2020
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24. Identification of luteolin -7-glucoside and epicatechin gallate from Vernonia cinerea, as novel EGFR L858R kinase inhibitors against lung cancer: Docking and simulation-based study

Author: Muthannan Andavar Ramakrishnan, Priyanka Maiti, Mahesha Nand, Subhash Chandra, and Tushar Joshi
Subjects: Kinase, Point mutation, EGFR L858R, General Medicine, respiratory system, medicine.disease, Luteolin-7-glucoside, respiratory tract diseases, chemistry.chemical_compound, Epicatechin gallate, chemistry, Structural Biology, Docking (molecular), medicine, Cancer research, Lung cancer, neoplasms, Molecular Biology, Simulation based
Abstract: Lung cancer ranks number one among the all cancer types in the world, out of which 85% are non-small cell lung cancer (NSCLC). In case of NSCLC, a substitution mutation of Leu 858 Arg (L858R) in th...
Published: 2020
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25. In silico identification of natural fungicide from Melia azedarach against isocitrate lyase of Fusarium graminearum

Author: Priyanka Sharma, Tushar Joshi, Hemlata Pundir, Tanuja Joshi, and Subhash Chandra
Subjects: Fusarium, chemistry.chemical_classification, 0303 health sciences, biology, In silico, Melia azedarach, 030303 biophysics, Glyoxylate cycle, food and beverages, Virulence, General Medicine, Isocitrate lyase, biology.organism_classification, Microbiology, Fungicide, 03 medical and health sciences, Enzyme, chemistry, Structural Biology, Molecular Biology
Abstract: Isocitrate Lyase (ICL) is a crucial enzyme involved in the Glyoxylate pathway, essential for the virulence of several fungal pathogens including Fusarium graminearum. ICL is a novel target for the ...
Published: 2020
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26. Molecular docking and molecular dynamics simulation approach to screen natural compounds for inhibition of Xanthomonas oryzae pv. Oryzae by targeting peptide deformylase

Author: Subhash Chandra, Tanuja Joshi, Veena Pande, Tushar Joshi, and Priyanka Sharma
Subjects: Peptide deformylase, Xanthomonas oryzae, biology, Structural Biology, fungi, Xanthomonas oryzae pv. oryzae, food and beverages, Blight, General Medicine, biology.organism_classification, Molecular Biology, Microbiology
Abstract: Xanthomonas oryzae pv. Oryzae (Xoo) causes bacterial leaf blight (BLB) of rice which results in a huge loss in production. Many chemicals are used to control BLB disease. However, these chemicals a...
Published: 2020
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27. Gender Differences in Inflation Expectations: Recent Evidence from India

Author: Swapnil Virendra Chalwadi, Preeti Tushar Joshi, Nitin Mohanlal Sharma, Chaitanya Gite, and Sangita Salve
Subjects: gender, monetary policy, India, General Business, Management and Accounting, inflation perception
Abstract: This study investigates gender disparities in inflation expectations in India using data from the Reserve Bank of India’s Households’ Inflation Expectations Survey (March 2011 to September 2022). To determine these differences, the authors analyze the expectations of future prices for various categories including food products, nonfood products, household durables, housing, and general prices for both a short-term horizon (the next three months) and a long-term horizon (one year ahead). The authors employ independent sample t test, ordinary least square (OLS) regression, and ordinal logistic regression (OLOGIT) models to assess the average inflation expectations disparities between genders. The results demonstrate a significant relationship between gender and inflation expectations, with the findings indicating that, on average, females exhibit higher inflation expectations compared to males.
Published: 2023
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28. Formulation and evaluation of SGLT2 inhibitory effect of a polyherbal mixture inspired from Ayurvedic system of medicine

Author: Ankit Kumar, Anoop Singh Negi, Ashutosh Chauhan, Ravindra Semwal, Rajnish Kumar, Ruchi Badoni Semwal, Randhir Singh, Tushar Joshi, Subhash Chandra, Sunil Kumar Joshi, and Deepak Kumar Semwal
Subjects: Complementary and alternative medicine
Abstract: The ingredients viz.,Streptozotocin (STZ) (60 mg/kg) and nicotinamide (NAM) (120 mg/kg) were intraperitoneally administered to induce type 2 diabetes in Wistar rats. The animals were divided into 5 groups viz. normal control, diabetic control, positive control (dapagliflozin at 0.1 mg/kg) and two test groups (PHF at 250 and 500 mg/kg). Various parameters including blood glucose, serum glutamic pyruvic transaminase (SGPT), serum glutamic-oxaloacetic transaminase (SGOT), bilirubin, triglycerides and creatinine were measured.The treatment with PHF (250 and 500 mg/kg) showed a significant (p 0.05) decrease in blood glucose levels by 56.37% and 58.17%, respectively. The levels of SGOT, SGPT and bilirubin were significantly reduced in PHF-fed diabetic rats. Histopathological examination revealed no major changes in the treated groups as compared to the normal control. The molecular docking study showed strong binding of β-sitosterol, insulanoline, warifteine, dehydrocorydalmine, taraxerol acetate, lupeol, corydalmine and luteolin to SGLT2 protein. The present study concludes that PHF has promising antidiabetic activity via inhibiting SGLT2 protein without showing any adverse effects.
Published: 2021

29. Molecular docking and molecular dynamics simulation approaches for evaluation of laccase-mediated biodegradation of various industrial dyes

Author: Subhash Chandra, Veena Pande, Mukesh Samant, Veni Pande, Shalini Mathpal, Satish Chandra Pandey, Diksha Sati, and Tushar Joshi
Subjects: Laccase, Aqueous solution, Sudan IV, biology, Active site, General Medicine, Bacillus subtilis, Biodegradation, biology.organism_classification, Combinatorial chemistry, Hydrophobic effect, chemistry.chemical_compound, Bioremediation, chemistry, Structural Biology, biology.protein, Molecular Biology
Abstract: Dyes are being increasingly utilized across the globe, but there is no appropriate method of bioremediation for their full mineralization from the environment. Laccases are key enzymes that help microbes to degrade dyes as well as their intermediate metabolites. Various dyes have been reported to be degraded by bacteria, but it is still unclear how these enzymes function during dye degradation. To effectively eradicate toxic dyes from the system, it is essential to understand the molecular function of enzymes. As a result, the interaction of laccase with different toxic dyes was investigated using molecular docking. Based on the highest binding energy we have screened ten dyes with positive interaction with laccase. Evaluating the MD simulation results, three out of ten dyes were more stable as potential targets for degradation by laccase of Bacillus subtilis. As a result, subsequent research focused solely on the results of three substrates: pigment red, fuchsin base, and Sudan IV. Analysis of MD simulation revealed that pigments red 23, fuchsin base, and Sudan IV form hydrogen and hydrophobic bond as well as Vander Waals interactions with the active site of laccase to keep it stable in aqueous solution. The conformation of laccase is greatly altered by the inclusion of all three substrates in the active site. The MD simulation findings show that laccase complexes remain stable throughout the catalytic reaction. Therefore, this research provides a molecular understanding of laccase expression and its role in the bioremediation of the pigments red 23, fuchsin base, and Sudan IV.Communicated by Ramaswamy H. Sarma.
Published: 2021

30. Screening of potential bio-molecules from

Author: Shalini, Mathpal, Priyanka, Sharma, Tushar, Joshi, Tanuja, Joshi, Veena, Pande, and Subhash, Chandra
Subjects: Molecular Docking Simulation, SARS-CoV-2, Moringa, Humans, COVID-19, Protease Inhibitors, Molecular Dynamics Simulation
Abstract: COVID-19 caused by SARS-CoV-2 is responsible for the deaths of millions of people worldwide. It is having devastating effects on the people of all countries. In this regard, the phytochemicals of medicinal plants could be explored to prevent this disease.
Published: 2021

31. In silico screening of anti-inflammatory compounds from Lichen by targeting cyclooxygenase-2

Author: Tushar Joshi, Subhash Chandra, Tanuja Joshi, and Priyanka Sharma
Subjects: biology, medicine.drug_class, business.industry, In silico, General Medicine, Pharmacology, Anti-inflammatory, Structural Biology, Docking (molecular), biology.protein, medicine, Cyclooxygenase, Pharmacophore, Adverse effect, business, Molecular Biology
Abstract: Non-steroidal anti-inflammatory drugs (NSAID) targeting cyclooxygenase-2 are clinically effective. However, they lack anti-thrombotic activity resulting in incidences of adverse effects like myocar...
Published: 2019
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32. Application of wavelet analysis and machine learning on vibration data from gas pipelines for structural health monitoring

Author: Saurabh Zajam, Tushar Joshi, and Bishakh Bhattacharya
Subjects: Computer science, business.industry, Moving load, 02 engineering and technology, 021001 nanoscience & nanotechnology, Machine learning, computer.software_genre, Pipeline (software), Vibration, Support vector machine, Pipeline transport, 020303 mechanical engineering & transports, Wavelet, 0203 mechanical engineering, Pigging, Artificial intelligence, Structural health monitoring, 0210 nano-technology, business, computer, Earth-Surface Processes
Abstract: Defects due to corrosion and fatigue in pipelines may create significant hazards in the transportation of natural gas. To detect such damages, traditionally, pigging equipment like pipeline inspection gauge (PIG) are inserted into the pipeline. However, the performance of such devices may be enhanced by embedding vibration sensors externally. Such sensors equipped with machine learning capability could be used for damage detection and verification of the PIG data. This study investigates the applicability of Support Vector Machine (a supervised machine learning classifier) and wavelet analysis on vibration response in the detection of various kinds of defects present in gas pipelines. Both ends fixed and simply supported boundary conditions are incorporated on a pipe with outer diameter 200mm pipe with 25mm pipe thickness, made of structural steel to simulate the real transportation pipeline laying conditions above the ground. In this study, the pigging process is simulated in ANSYS by considering inspection gauge as moving load inside the pipeline with a constant velocity. The velocity and acceleration time history data at a fixed point on the pipe for gauge moving from one end to the other is obtained from ANSYS corresponding to different loading conditions and load moving velocities of the inspection gauge. These data are then post-processed in MATLAB environment. Wavelet analysis has been carried out on this data, to obtain spectral components of frequency contained in the data. Further, Support Vector Machine classifier is used to separate the segment of data corresponding to defect region, which can be mapped back to identify the physical location of the defect on the pipeline. The obtained results show good accuracy of defect identification and its location prediction, which can be integrated with intelligent PIG devices and pipe crawling robots.
Published: 2019
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33. Computational investigation of drug bank compounds against 3C-like protease (3CL

Author: Tushar, Joshi, Priyanka, Sharma, Shalini, Mathpal, Tanuja, Joshi, Priyanka, Maiti, Mahesha, Nand, Veena, Pande, and Subhash, Chandra
Subjects: SARS-CoV-2, Drug repurposing, COVID-19, 3CLpro, Deep learning, Molecular Dynamics Simulation, Molecular dynamics, Antiviral Agents, COVID-19 Drug Treatment, Molecular Docking Simulation, Humans, Protease Inhibitors, Original Article, Drug bank database, Pandemics, Coronavirus 3C Proteases
Abstract: Graphic abstract Blocking the main replicating enzyme, 3 Chymotrypsin-like protease (3CLpro) is the most promising drug development strategy against the SARS-CoV-2 virus, responsible for the current COVID-19 pandemic. In the present work, 9101 drugs obtained from the drug bank database were screened against SARS-CoV-2 3CLpro prosing deep learning, molecular docking, and molecular dynamics simulation techniques. In the initial stage, 500 drug-screened by deep learning regression model and subjected to molecular docking that resulted in 10 screened compounds with strong binding affinity. Further, five compounds were checked for their binding potential by analyzing molecular dynamics simulation for 100 ns at 300 K. In the final stage, two compounds {4-[(2s,4e)-2-(1,3-Benzothiazol-2-Yl)-2-(1h-1,2,3-Benzotriazol-1-Yl)-5-Phenylpent-4-Enyl]Phenyl}(Difluoro)Methylphosphonic Acid and 1-(3-(2,4-dimethylthiazol-5-yl)-4-oxo-2,4-dihydroindeno[1,2-c]pyrazol-5-yl)-3-(4-methylpiperazin-1-yl)urea were screened as potential hits by analyzing several parameters like RMSD, Rg, RMSF, MMPBSA, and SASA. Thus, our study suggests two potential drugs that can be tested in the experimental conditions to evaluate the efficacy against SARS-CoV-2. Further, such drugs could be modified to develop more potent drugs against COVID-19. Supplementary Information The online version contains supplementary material available at 10.1007/s11030-021-10330-3.
Published: 2021

34. Recent advances on computational approach towards potential drug discovery against leishmaniasis

Author: Shalini Mathpal, Priyanka Sharma, Tushar Joshi, Subhash Chandra, Anupam Pandey, Satish Chandra Pandey, and Tanuja Joshi
Subjects: Drug, Virtual screening, Drug discovery, business.industry, media_common.quotation_subject, Leishmaniasis, Computational biology, Disease, medicine.disease, Health problems, Drug development, medicine, Pharmacophore, business, media_common
Abstract: Leishmaniasis is a complex disease; it is classified under neglected diseases and it causes significant health problems in many developing countries. Even though some drugs are available to treat the lethal form of leishmaniasis, they are associated with toxicity and also there are reports of the emergence of drug-resistant strains. Therefore it is a prerequisite to search novel and effective drugs to manage leishmaniasis. Hence, various approaches have been used to develop an effective drug against leishmaniasis. In this regard, many computational approaches are being applied for accelerating and economizing drug discovery and development. Over the past few decades, computational drug development techniques such as molecular docking, virtual screening, pharmacophore modeling, and artificial intelligence, etc. have impacted the new directions of drug discovery. This chapter presents recent computer-aided approaches against leishmaniasis disease, which will be beneficial for researchers.
Published: 2021
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35. Antimicrobial activity of methanolic extracts of Vernonia cinerea against Xanthomonas oryzae and identification of their compounds using in silico techniques

Author: Mahesha Nand, Tushar Joshi, Manish Tripathi, Priyanka Maiti, Ashutosh Paliwal, Satish Chandra Pandey, Veena Pande, Subhash Chandra, Mukesh Samant, and Priyanka Sharma
Subjects: 0301 basic medicine, Phytochemistry, Rutin, Phytochemicals, Plant Science, Molecular Dynamics, Ligands, Biochemistry, Systems Science, Peptide deformylase, chemistry.chemical_compound, Computational Chemistry, 0302 clinical medicine, Biochemical Simulations, Enzyme Inhibitors, Peptide Synthases, chemistry.chemical_classification, Multidisciplinary, biology, Plant Biochemistry, Chemistry, Systems Biology, food and beverages, Agriculture, Antimicrobial, Veronica, Enzymes, Anti-Bacterial Agents, Molecular Docking Simulation, Physical Sciences, Medicine, Agrochemicals, Research Article, Protein Binding, Computer and Information Sciences, Xanthomonas, In silico, Science, Phthalic Acids, Amidohydrolases, 03 medical and health sciences, Xanthomonas oryzae, Phenols, Bacterial Proteins, Plant Extracts, Methanol, Chemical Compounds, Biology and Life Sciences, Computational Biology, Proteins, biology.organism_classification, Biopesticide, 030104 developmental biology, Enzyme, Enzymology, Mathematics, 030217 neurology & neurosurgery, Bacteria
Abstract: Bacterial Leaf Blight (BLB) disease is an extremely ruinous disease in rice, caused by Xanthomonas oryzae pv. oryzae (Xoo). Although various chemicals are available to manage BLB, they are toxic to the environment as well as humans. Hence there is a need to develop new pesticides as alternatives to hazardous chemicals. Therefore, a study was carried out to discover new potent natural pesticides against Xoo from different solvent extracts of Vernonia cinerea. Among all the fractions, the methanolic extract showed the highest inhibition zone. Further, to gain mechanistic insight of inhibitory action, 40 molecules of methanolic extracts were subjected for in silico study against two enzymes D-alanine—D-alanine ligase (Ddl) and Peptide deformylase (PDF). In silico study showed Rutin and Methanone, [1,4-dimethyl-7-(1- methylethyl)-2- azulenyl]phenyl have a good binding affinity with Ddl while Phenol, 2,4-bis(1-phenylethyl)- and 1,2-Benzenedicarboxylic acid, diisooctyl ester showed an excellent binding affinity to PDF. Finally, the system biology approach was applied to understand the agrochemical’s effect in the cell system of bacteria against both the enzymes. Conclusively, these four-hit compounds may have strong potential against Xoo and can be used as biopesticides in the future.
Published: 2021

36. List of contributors

Author: Pankaj Bhatt, Deepa Bisht, Subhash Chandra, Khushboo Dasauni, Prasenjit Debborma, Rekha Gahtori, Saurabh Gangola, Vinita Gouri, Diksha Joshi, Tanuja Joshi, Tushar Joshi, null Keerti, Prashant Khare, Awanish Kumar, Saurabh Kumar, Vivek Kumar, Amrita Kumari, Shalini Mathpal, Tapan Kumar Nailwal, Ashutosh Paliwal, Veni Pande, Anupam Pandey, Pooja Pandey, Satish Chandra Pandey, Arjita Punetha, Utkarsha Sahu, Mukesh Samant, Priyanka Sharma, Deep Chandra Suyal, Ankita H. Tripathi, Lokesh Kumar Tripathi, Priyanka H. Tripathi, and Shobha Upreti
Published: 2021
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37. Repurposing of FDA approved drugs against

Author: Tushar, Joshi, Priyanka, Sharma, Tanuja, Joshi, Shalini, Mathpal, Veena, Pande, and Subhash, Chandra
Subjects: Molecular Docking Simulation, Tetrahydrofolate Dehydrogenase, Drug Repositioning, Salmonella typhi, Serogroup
Abstract: Drug-resistant
Published: 2020

38. Virtual screening of anti-HIV1 compounds against SARS-CoV-2: machine learning modeling, chemoinformatics and molecular dynamics simulation based analysis

Author: Muthannan Andavar Ramakrishnan, Veena Pande, Jagdish Chandra Kuniyal, Tushar Joshi, Subhash Chandra, Mahesha Nand, and Priyanka Maiti
Subjects: Virtual screening, 0301 basic medicine, Coronavirus disease 2019 (COVID-19), Anti-HIV Agents, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), Science, Infectious bronchitis virus, Drug Evaluation, Preclinical, Protein Data Bank (RCSB PDB), Sequence alignment, Molecular Dynamics Simulation, Biology, Machine learning, computer.software_genre, Antiviral Agents, 01 natural sciences, Article, 03 medical and health sciences, Molecular dynamics, Deep Learning, Humans, Protease Inhibitors, Coronavirus 3C Proteases, Multidisciplinary, SARS-CoV-2, 010405 organic chemistry, business.industry, Cheminformatics, Drug Repositioning, High-throughput screening, COVID-19, biology.organism_classification, COVID-19 Drug Treatment, 0104 chemical sciences, Molecular Docking Simulation, 030104 developmental biology, HIV-1, Medicine, Artificial intelligence, Avian infectious bronchitis virus, business, computer
Abstract: COVID-19 caused by the SARS-CoV-2 is a current global challenge and urgent discovery of potential drugs to combat this pandemic is a need of the hour. 3-chymotrypsin-like cysteine protease (3CLpro) enzyme is the vital molecular target against the SARS-CoV-2. Therefore, in the present study, 1528 anti-HIV1compounds were screened by sequence alignment between 3CLpro of SARS-CoV-2 and avian infectious bronchitis virus (avian coronavirus) followed by machine learning predictive model, drug-likeness screening and molecular docking, which resulted in 41 screened compounds. These 41 compounds were re-screened by deep learning model constructed considering the IC50 values of known inhibitors which resulted in 22 hit compounds. Further, screening was done by structural activity relationship mapping which resulted in two structural clefts. Thereafter, functional group analysis was also done, where cluster 2 showed the presence of several essential functional groups having pharmacological importance. In the final stage, Cluster 2 compounds were re-docked with four different PDB structures of 3CLpro, and their depth interaction profile was analyzed followed by molecular dynamics simulation at 100 ns. Conclusively, 2 out of 1528 compounds were screened as potential hits against 3CLpro which could be further treated as an excellent drug against SARS-CoV-2.
Published: 2020
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39. Rapid Eye Movement Monitoring System Using Artificial Intelligence Techniques

Author: Sherly Alphonse, Mahima Gupta, Tushar Joshi, and M. Vergin Raja Sarobin
Subjects: Sleep Stages, medicine.diagnostic_test, Brain activity and meditation, Computer science, business.industry, Eye movement, Electroencephalography, Convolutional neural network, Support vector machine, Insomnia, medicine, Sleep (system call), Artificial intelligence, medicine.symptom, business
Abstract: Nowadays, there is an increasing number of people struggling with insomnia and other sleeping disorders. Therefore, it has become increasingly important to understand the science behind the process of sleeping. Sleep can be divided into two main categories: rapid eye movement (REM) sleep and non-REM sleep. Both these categories are connected to specific brain waves and neural activity. Based on the analysis of these sleep categories, REM Sleep Monitoring System (RSMS) is designed. It provides individuals with real-time solutions to detect the different sleep stages that the user is going through and send the information to Rapid Eye Movement Alarm (REMA) that can wake the user in the lightest sleep possible. The system proposed relies on the raw data extracted from multiple electroencephalogram (EEG) channels (since they are a much better indicator for brain activity) for the classification of different sleep stages. Artificial intelligence techniques such as Random Forest, Support Vector Machine and Convolutional Neural Network are used in this work as classifiers. CNN achieves an accurate sleep stage classification for the dataset.
Published: 2020
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40. Identification of potent Antigen 85C inhibitors of Mycobacterium tuberculosis via in-house lichen library and binding free energy studies Part-II

Author: Tushar Joshi, Amit Joshi, Ragini Pant, Priyanka Maiti, Mahesha Nand, Subhash Chandra, Tanuja Joshi, and Veena Pande
Subjects: 0301 basic medicine, Drug, Tuberculosis, Lichens, media_common.quotation_subject, High-throughput screening, Antitubercular Agents, Virulence, Molecular Dynamics Simulation, 01 natural sciences, Microbiology, Mycobacterium tuberculosis, 03 medical and health sciences, Antigen, Materials Chemistry, medicine, Humans, Physical and Theoretical Chemistry, Spectroscopy, media_common, Virtual screening, biology, Chemistry, Polyporic acid, medicine.disease, biology.organism_classification, Computer Graphics and Computer-Aided Design, 0104 chemical sciences, 010404 medicinal & biomolecular chemistry, 030104 developmental biology
Abstract: Tuberculosis remains the cause of mortality throughout the world. Currently, the available anti-tubercular drugs are not effective because of the existence of Multi-Drug resistant tuberculosis (MDR-TB) and Extensively-Drug resistant tuberculosis (XDR-TB). It has, therefore, become necessary to develop novel drugs that inhibit the activity of drug-resistant Mycobacterium tuberculosis. Due to the existence of MDR and XDR-TB, Mtb Ag85C has risen out as a propitious molecular drug target as it has importance in the synthesis of main components of the Mtb cell envelope which are essential for the virulence and survival of Mtb. In a previous paper, we studied a potential drug target by virtual high throughput screening of compounds and in continuation of the study on Mtb Ag85C, we further studied the role of lichen compounds in the inhibition of Ag85C. In the current research work, virtual screening of a lichen compounds library was performed against Ag85C. Further, ADMET analysis was employed to filter out the screened lichen compounds. Bioactivity score and toxicity prediction finalized four lichen compounds i.e. Portentol, Aspicilin, Parietinic acid and Polyporic acid as potential inhibitors of Ag85C. The stability and dynamic behavior of four compounds were analyzed by using Molecular dynamics simulation which indicated that they may be potential inhibitors of Ag85C. Therefore, based on the above results, Portentol, Aspicilin, Parietinic acid and Polyporic acid may be potential drug candidates against Mtb. We suggest that the use of these compounds can minimize the treatment time-period and the various side effects associated with the currently available anti-tubercular drugs.
Published: 2020

41. Structure-based screening of novel lichen compounds against SARS Coronavirus main protease (Mpro) as potentials inhibitors of COVID-19

Author: Subhash Chandra, Tushar Joshi, Priyanka Sharma, Shalini Mathpal, Hemlata Pundir, and Tanuja Joshi
Subjects: Lichens, Coronavirus disease 2019 (COVID-19), Protein Conformation, medicine.drug_class, medicine.medical_treatment, Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), Drug Evaluation, Preclinical, Lichen COMPOUNDS, Ligands, medicine.disease_cause, Antiviral Agents, Catalysis, Inorganic Chemistry, Molecular dynamics simulation, Drug Discovery, medicine, Protease Inhibitors, Physical and Theoretical Chemistry, Molecular Biology, Coronavirus 3C Proteases, Coronavirus, Virtual screening, Protease, SARS-CoV-2, Chemistry, Organic Chemistry, SARS coronavirus main protease, COVID-19, General Medicine, Molecular Docking Simulation, Biochemistry, Main protease, Molecular docking, Structure based, Original Article, Antiviral drug, Information Systems
Abstract: The outbreak of SARS-CoV-2 and deaths caused by it all over the world have imposed great concern on the scientific community to develop potential drugs to combat Coronavirus disease-19 (COVID-19). In this regard, lichen metabolites may offer a vast reservoir for the discovery of antiviral drug candidates. Therefore, to find novel compounds against COVID-19, we created a library of 412 lichen compounds and subjected to virtual screening against the SARS-CoV-2 Main protease (Mpro). All the ligands were virtually screened, and 27 compounds were found to have high affinity with Mpro. These compounds were assessed for drug-likeness analysis where two compounds were found to fit well for redocking studies. Molecular docking, drug-likeness, X-Score, and toxicity analysis resulting in two lichen compounds, Calycin and Rhizocarpic acid with Mpro-inhibiting activity. These compounds were finally subjected to molecular dynamics simulation to compare the dynamics behavior and stability of the Mpro after ligand binding. The binding energy was calculated by MM-PBSA method to determine the intermolecular protein–ligand interactions. Our results showed that two compounds; Calycin and Rhizocarpic acid had the binding free energy of − 42.42 kJ mol/1 and − 57.85 kJ mol/1 respectively as compared to reference X77 (− 91.78 kJ mol/1). We concluded that Calycin and Rhizocarpic acid show considerable structural and pharmacological properties and they can be used as hit compounds to develop potential antiviral agents against SARS-CoV-2. These lichen compounds may be a suitable candidate for further experimental analysis. Graphic abstract Electronic supplementary material The online version of this article (10.1007/s11030-020-10118-x) contains supplementary material, which is available to authorized users.
Published: 2020
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42. Identification of luteolin -7-glucoside and epicatechin gallate from

Author: Priyanka, Maiti, Mahesha, Nand, Tushar, Joshi, Muthannan Andavar, Ramakrishnan, and Subhash, Chandra
Subjects: ErbB Receptors, Molecular Docking Simulation, Lung Neoplasms, Glucosides, Carcinoma, Non-Small-Cell Lung, Mutation, Humans, Molecular Dynamics Simulation, Luteolin, Protein Kinase Inhibitors, Vernonia, Catechin, Protein Binding
Abstract: Lung cancer ranks number one among the all cancer types in the world, out of which 85% are non-small cell lung cancer (NSCLC). In case of NSCLC, a substitution mutation of Leu 858 Arg (L858R) in the gene of Epidermal Growth Factor Receptor (EGFR) has been reported. Hence, targeting EGFR containing L858R mutation using inhibitors is well reported strategy to discover potential drugs against NSCLC. The present work aims to identify the potent inhibitors against EGFR L858R from
Published: 2020

43. Structure-Based Screening of Novel Lichen Compounds for SARS Coronavirus Main protease (Mpro) and Angiotensin-Converting Enzyme 2 (ACE2) inhibitory potentials as multi-target inhibitors of COVID-19

Author: Subhash Chandra, Tushar Joshi, Tanuja Joshi, Hemlata Pundir, Priyanka Sharma, and Shalini Mathpal
Subjects: Multi target, Biochemistry, Coronavirus disease 2019 (COVID-19), Chemistry, Angiotensin-converting enzyme 2, SARS coronavirus main protease, Structure based, Inhibitory postsynaptic potential
Abstract: Outbreak of SARS-CoV-2 and massing death caused by it all over world has imposed great concern on scientific community to develop potential drugs to combat with Coronaviruas disease 19 ( COVID-19 ). In this regard, lichen metabolites may offer a vast reservoir for discovery of anti-viral drug candidates. Therefore to find novel compounds against COVID-19, we created a library of 412 lichen compounds and subjected to virtual screening against two molecular targets; SARS-CoV-2 target- Main protease (Mpro) and host cell target- Angiotensin-converting enzyme 2 (ACE2). All the ligands were virtually screened, and 80 compounds were found to have better docking score with both the targets. These compounds were assessed for druglikeness analysis where 27 compounds were found to fit well for redocking studies. The results of redocking by X-Score showed that 7 out of 27 compounds were found to have high affinities with Mpro as well ACE2 which reflect that these compounds can function as dual inhibitors. Molecular docking, druglikeness, X-Score and toxicity analysis resulting seven novel lichen compounds (Orcinyllecanorate, Siphulin, Fremontol, Gyrophoric acid, Rhizocarpic acid, Ovoic acid, and Umbilicaric acid) with Mpro and ACE2 multi-target activities and they can be used as hit compounds to develop potential antiviral agents against SARS-CoV-2. These lichen compounds may be a suitable candidate for further experimental analysis.
Published: 2020
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44. Molecular Docking Study of drug molecules from Drug Bank database against COVID-19 Mpro protein

Author: Tushar Joshi, Shalini Mathpal, Priyanka Sharma, Tanuja Joshi, Hemlata Pundir, Priyanka Maiti, Mahesha Nand, and Subhash Chandra
Abstract: Aims: SARS-CoV-2 which is NovelCoronavirushas been disseminated all over the world and causing Coronavirus disease (COVID-19) resulting in many deaths as well as economic loss in several countries.This virus is showinga considerable amount of high morbidity and mortality.Currently, no drugs are available againstSARS-CoV-2. Therefore,for the treatment of disease, researchers are looking fornew drugs that can treat the disease and prevent it to be spread.In this regard,drug repurposingmay help scientists for treating and preventing infections associated with SARS-CoV-2. Drug repurposingis a strategy that can identify new targets for existing drugs that are already approved for the treatment of a disease.Main methods: In this study, we present a virtual screening procedure employing deep lerning regression method in 9101 drugs from Drug bank database against the target Main protease (Mpro) for the treatment of COVID-19. 500 screened compounds were subjected to docking.Key findings: Among those 500 drugs, 10 best drugs were selected, which had better binding energy as compared to the reference molecule. Based on the Binding energy score, we can suggest that the identified drug may be considered for therapeutic development against the virus.Significance: Drug repurposing has many advantages as it could shorten the time and reduce the cost of new drug discovery. This research will help to get new drugs against COVID-19 and help humans against this pandemic disease. Keyword- Drug Repurposing, Deep learning, Molecular Docking, COVID-19, Drug bank database, MPro
Published: 2020
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45. Molecular docking and molecular dynamics simulation approach to screen natural compounds for inhibition of

Author: Tushar, Joshi, Tanuja, Joshi, Priyanka, Sharma, Subhash, Chandra, and Veena, Pande
Subjects: Molecular Docking Simulation, Xanthomonas, Oryza, Molecular Dynamics Simulation, Amidohydrolases, Plant Diseases
Published: 2020

46. A spotlight on the recent advances in bacterial plant diseases and their footprint on crop production

Author: Mahesha Nand, Tushar Joshi, Diksha Joshi, Veni Pande, Priyanka Maiti, Satish Chandra Pandey, Tanuja Joshi, Priyanka Sharma, Subhash Chandra, and Anupam Pandey
Subjects: Biopesticide, Bacterial disease, biology, Microorganism, fungi, Xanthomonadaceae, Botany, food and beverages, Protozoa, Ecosystem, biology.organism_classification, Bacteria, Pseudomonadaceae
Abstract: Microbes are important organisms of the ecosystem and play various key roles in plants. Some microbes are essential for plant growth and some microbes cause disease in plants. The immense diversity of microbes, which include bacteria, viruses, fungi, nematodes, protozoa, and other microorganisms cause multiple types of disease in plants. Among these microbes, approximately 150 bacterial species cause plant diseases. These diseases are associated with leaves, roots, fruits and other parts of plants. Bacterial species that belong to Xanthomonadaceae, Pseudomonadaceae, and Enterobacteriaceae families target all types of plants. They cause many different kinds of diseases that include galls, wilts, leaf spots, specks and blights, soft rots, scabs, and cankers. A variety of chemicals and biological pesticides are available for the management of the bacterial disease. This chapter covers up to date progress of bacterial community which leads to disease in plants and describes modern approaches for protection from bacterial communities.
Published: 2020
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47. Toward an enhanced understanding of plant growth promoting microbes for sustainable agriculture

Author: Prasenjit Debbarma, Tushar Joshi, Mukesh Samant, Veni Pande, Satish Chandra Pandey, Anupam Pandey, Shobha Upreti, Saurabh Gangola, Diksha Sati, and Vinita Gouri
Subjects: Plant growth, Rhizosphere, Nutrient, business.industry, Sustainable agriculture, World population, Arable land, Biology, business, Crop productivity, Biotechnology
Abstract: Reliable sources of quality food are facing a serious threat due to the rapid growth of the world population and the lack of arable land. To overcome this problem, scientists are focusing towards more eco-friendly and sustainable approaches. Plant growth promoting microbes i.e., bacteria, fungus, algae, protozoan etc. are ideally suited for this task. Several studies around the world have reported a number of microbes with significant PGP activity and are well documented for enhancing crop productivity. These rhizospheric microbial communities provide various direct and indirect means of plant growth promotion. Improved nutrient acquisition by increasing solubility of inorganic nutrients and phytohormone production are some of the direct cause of plant growth promotion. By suppressing plant pathogens, rhizosphere associated microbiota helps in indirect means of Plant growth promotion. In this chapter, we will focus on different rhizospheric microbiota with PGP traits and explain their vivid direct and indirect underlying mechanisms.
Published: 2020
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48. Identification of natural inhibitors against Mpro of SARS-CoV-2 by molecular docking, molecular dynamics simulation, and MM/PBSA methods

Author: Tushar Joshi, Subhash Chandra, Hemlata Pundir, Shalini Mathpal, Tanuja Joshi, Sushma Tamta, and Priyanka Sharma
Subjects: Drug, 2019-20 coronavirus outbreak, Coronavirus disease 2019 (COVID-19), Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), media_common.quotation_subject, Adipates, 030303 biophysics, Computational biology, Biology, Molecular Dynamics Simulation, 03 medical and health sciences, Structural Biology, Humans, Protease Inhibitors, Molecular Biology, media_common, 0303 health sciences, molecular dynamic simulation, SARS-CoV-2, COVID-19, Succinates, General Medicine, molecular docking, COVID-19 Drug Treatment, Molecular Docking Simulation, Coronavirus, Identification (biology), Peptide Hydrolases, Research Article, Mpro
Abstract: The recent outbreak of SARS-CoV-2 disease, also known as COVID-19, has emerged as a pandemic. The unavailability of specific therapeutic drugs and vaccines urgently demands sincere efforts for drug discovery against COVID-19. The main protease (Mpro) of SARS-CoV-2 is a critical drug target as it plays an essential role in virus replication. Therefore for the identification of potential inhibitors of SARS-CoV-2 Mpro, we applied a structure-based virtual screening approach followed by molecular dynamics (MD) study. A library of 686 phytochemicals was subjected to virtual screening which resulted in 28 phytochemicals based on binding energy. These phytochemicals were further subjected to drug-likeness and toxicity analysis, which resulted in seven drug-like hits. Out of seven, five phytochemicals viz., Mpro-Dehydrtectol (-10.3 kcal/mol), Epsilon-viniferin (-8.6 kcal/mol), Peimisine (-8.6 kcal/mol), Gmelanone (-8.4 kcal/mol), and Isocolumbin (-8.4 kcal/mol) were non-toxic. Consequently, these phytochemicals are subjected to MD, post MD analysis, and MM/PBSA calculations. The results of 100 ns MD simulation, RMSF, SASA, Rg, and MM/PBSA show that Epsilon-viniferin (-29.240 kJ/mol), Mpro-Peimisine (-43.031 kJ/mol) and Gmelanone (-13.093 kJ/mol) form a stable complex with Mpro and could be used as potential inhibitors of SARS-CoV-2 Mpro. However, further investigation of these inhibitors against Mpro receptor of COVID-19 is needed to validate their candidacy for clinical trials. Communicated by Ramaswamy H. Sarma
Published: 2020
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49. Contributors

Author: Pooja Arya, Yaacov Ben-David, Geeta Bhandari, Sneha Bhandari, Mrinal K. Bhattacharya, Subhash Chandra, Juan Chen, Arulvasu Chinnasamy, Khushboo Dasauni, Surajit De Mandal, Prasenjit Debbarma, Purva Dubey, Babu Gajendran, Saurabh Gangola, Anwesha Gohain, Vinita Gouri, Rasiravathanahalli Kaveriyappan Govindarajan, Sathya Narayanan Govindarajulu, Pankaj Kumar Jain, Dheepthi Jayamurali, Diksha Joshi, Tanuja Joshi, Tushar Joshi, Arpita Karandikar, Vikas Kumar, Vinay Kumar, Folguni Laskar, Yanmei Li, Boppa Linggi, Wuling Liu, Priyanka Maiti, Nivedita Manoharan, Chowlani Manpoong, Rojita Mishra, Abhijit Mitra, Tapan Kumar Nailwal, Mahesha Nand, Amrita Kumari Panda, Veena Pande, Veni Pande, Anupam Pandey, Satish Chandra Pandey, Ajit Kumar Passari, Karthika Ponnusamy, Kusol Pootanakit, Himanshu K. Prasad, Thangjam Premabati, Sumi Das Purkayastha, null Ravindra, Jyoti Rawat, Ratul Saikia, Lilly M. Saleena, Mukesh Samant, Diksha Sati, Tapti Sengupta, Indu Sharma, Priyanka Sharma, Xiangchun Shen, Anup Kumar Singh, Ravindra Soni, Rajendra Sonwani, Jithin S. Sunny, Deep Chandra Suyal, Lokesh Kumar Tripathi, Priyanka H. Tripathi, Shobha Upreti, Krishnapriya M. Varier, Apirak Wiseschart, Nirmal Yadav, and Sagolsem Yaiphathoi
Published: 2020
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50. Repurposing of FDA approved drugs against Salmonella enteric serovar Typhi by targeting dihydrofolate reductase: an in silico study

Author: Shalini Mathpal, Veena Pande, Priyanka Sharma, Tushar Joshi, Subhash Chandra, and Tanuja Joshi
Subjects: chemistry.chemical_classification, Salmonella, biology, Chemistry, In silico, General Medicine, Drug resistance, Pharmacology, medicine.disease, medicine.disease_cause, Duvelisib, Typhoid fever, Drug repositioning, chemistry.chemical_compound, Enzyme, Structural Biology, Dihydrofolate reductase, medicine, biology.protein, Molecular Biology
Abstract: Drug-resistant Salmonella enteric serovar Typhi (S. Typhi) poses a vital public health issue. To overcome drug resistance issues, the development of effective drugs with novel mechanism(s) of action is required. In this regard, drug repurposing is a viable alternative approach to find novel drugs to overcome drug resistance. Therefore, a FDA-approved-drug-library containing 1930 drugs was analyzed against the dihydrofolate reductase (DHFR) of S. Typhi using deep learning regression algorithms. Initially, a total of 500 compounds were screened, followed by rescreening by molecular docking. Further, from screened compounds by molecular docking, the top eight compounds were subjected to molecular dynamics (MD) simulation. Analysis of MD simulation resulted in four potential compounds, namely; Duvelisib, Amenamevir, Lifitegrast and Nilotinib against the DHFR enzyme. During the MD simulation, these four drugs achieved good stability during the 100 ns trajectory period at 300 K. Further to know the insights of the complex's stability, we calculated RMSF, RG, SASA and interaction energy for the last 60 ns trajectory period because all complexes showed the stability after 40 ns trajectory period. MM-PBSA analysis of the last 10 ns of MD trajectories showed the stability of the complexes. From our results, we conclude that these drugs can also be useful for treating typhoid fever and can inhibit S. Typhi by interfering with the function of the DHFR enzyme. Communicated by Ramaswamy H. Sarma
Published: 2020
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