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962 results on '"John Rogers"'

1. Homelessness and Mental Illness: Using Participatory Action Research to Inform Mental Health Counseling

Author

John Rogers and Amanda Evans

Subjects
homelessness, mental illness, participatory action research, counselling, counsellors, Societies: secret, benevolent, etc., HS1-3371, Communities. Classes. Races, HT51-1595, Sociology (General), HM401-1281
Abstract

Homelessness and mental illness frequently occur together. Individuals who have a mental illness and are homeless may experience a range of challenges and are often underserved by behavioral health professionals. This study used Participatory Action Research to form a working group (n=6), which met at a homeless shelter located in a small city in the United States (U.S) mid-Atlantic region, to generate insights and responses to the challenges they had encountered. The authors posed several research questions in the context of lived experiences of individuals who experience homelessness and mental illness. The researchers used Interpretive Phenomenological Analysis to interpret the data in light of these questions. We generated four key themes: the trauma of homelessness and mental illness, the power of personal connection, personal agency, and achievement, and meaning through action. For mental health counselors, suggestions include incorporating a trauma-informed framework, minimal turnover in counselor coverage, and a client-centered approach.

Published
2023
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2. Error mitigation in variational quantum eigensolvers using tailored probabilistic machine learning

Author

Tao Jiang, John Rogers, Marius S. Frank, Ove Christiansen, Yong-Xin Yao, and Nicola Lanatà

Subjects
Physics, QC1-999
Abstract

Quantum computing technology has the potential to revolutionize the simulation of materials and molecules in the near future. A primary challenge in achieving near-term quantum advantage is effectively mitigating the noise effects inherent in current quantum processing units (QPUs). This challenge is also decisive in the context of quantum-classical hybrid schemes employing variational quantum eigensolvers (VQEs) that have attracted significant interest in recent years. In this paper, we present a method that employs parametric Gaussian process regression (GPR) within an active learning framework to mitigate noise in quantum computations, focusing on VQEs. Our approach, grounded in probabilistic machine learning, exploits a custom prior based on the VQE ansatz to capture the underlying correlations between VQE outputs for different variational parameters, thereby enhancing both accuracy and efficiency. We demonstrate the effectiveness of our method on a two-site Anderson impurity model and a eight-site Heisenberg model, using the IBM open-source quantum computing framework, Qiskit, showcasing substantial improvements in the accuracy of VQE outputs while reducing the number of direct QPU energy evaluations. This paper contributes to the ongoing efforts in quantum-error mitigation and optimization, bringing us a step closer to realizing the potential of quantum computing in quantum matter simulations.

Published
2024
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7. Parent-reported child appetite moderates relationships between child genetic obesity risk and parental feeding practices

Author

Elena Jansen, Marcus Naymik, Gita Thapaliya, Matt Huentelman, Jennifer Beauchemin, Viren D'Sa, Candace R. Lewis, Sean Deoni, RESONANCE consortium, Susan Carnell, Sean C. L. Deoni, Daphne Koinis-Mitchell, Muriel Bruchhage, Alexandra Volpe, Caroline Wallace, John Rogers, Rosa Cano, Warren Alpert, Jessica Fernandes, Elizabeth Walsh, Brittany Rhodes, Matthew Huentelman, Candace Lewis, Matthew D. De Both, Marcus A. Naymik, Jennifer R. Sadler, Vanja Klepac-Ceraj, Kevin Bonham, Monique LeBourgeois, Hans Georg Mueller, Jane-Ling Wang, Changbo Zhu, Yaqing Chen, and Joseph Braun

Subjects
parental feeding practices, genetic susceptibility to obesity, child eating behavior, Comprehensive Feeding Practices Questionnaire, Child Eating Behavior Questionnaire, child BMI polygenic risk scores, Nutrition. Foods and food supply, TX341-641
Abstract

BackgroundFood parenting practices are associated with child weight. Such associations may reflect the effects of parents' practices on children's food intake and weight. However, longitudinal, qualitative, and behavioral genetic evidence suggests these associations could, in some cases, reflect parents' response to children's genetic risk for obesity, an instance of gene–environment correlation. We tested for gene–environment correlations across multiple domains of food parenting practices and explored the role of parent-reported child appetite in these relationships.Materials and methodsData on relevant variables were available for N = 197 parent–child dyads (7.54 ± 2.67 years; 44.4% girls) participating in RESONANCE, an ongoing pediatric cohort study. Children's body mass index (BMI) polygenic risk score (PRS) were derived based on adult GWAS data. Parents reported on their feeding practices (Comprehensive Feeding Practices Questionnaire) and their child's eating behavior (Child Eating Behavior Questionnaire). Moderation effects of child eating behaviors on associations between child BMI PRS and parental feeding practices were examined, adjusting for relevant covariates.ResultsOf the 12 parental feeding practices, 2 were associated with child BMI PRS, namely, restriction for weight control (β = 0.182, p = 0.011) and teaching about nutrition (β = −0.217, p = 0.003). Moderation analyses demonstrated that when children had high genetic obesity risk and showed moderate/high (vs. low) food responsiveness, parents were more likely to restrict food intake to control weight.ConclusionOur results indicate that parents may adjust their feeding practices in response to a child's genetic propensity toward higher or lower bodyweight, and the adoption of food restriction to control weight may depend on parental perceptions of the child's appetite. Research using prospective data on child weight and appetite and food parenting from infancy is needed to further investigate how gene–environment relationships evolve through development.

Published
2023
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9. What do healthcare professionals want from a resource to support person-centred conversations on physical activity? A mixed-methods, user-centric approach to developing educational resources

Author

Andrew Murray, Paul Kelly, Martyn Standage, Mark Batt, John Rogers, Natasha Jones, Beverley Hall, Robert Copeland, Ralph Smith, Hamish Reid, George Bownes, Joseph Lightfoot, Jumbo Jenner, James Baldock, Jessica Caterson, Clare Scott-Dempster, Jim Kerss, Jo Foster-Stead, Joanna Lambert, Lisa Stephens, and Vicky Lawson

Subjects
Medicine (General), R5-920
Published
2022
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10. Robust estimation of the number of coherent radar signal sources using deep learning

Author

John Rogers, John E. Ball, and Ali C. Gurbuz

Subjects
covariance matrices, direction‐of‐arrival estimation, estimation theory, radar computing, radar signal processing, smoothing methods, Telecommunication, TK5101-6720
Abstract

Abstract A deep‐learning‐based approach to estimating the number of coherent sources in radar is presented. A proper estimate of the number of sources in a signal enables improved angle‐of‐arrival (AoA) estimation common in applications such as radar, sonar, and communication systems. Many AoA estimators utilised in these areas require accurate estimates of the number of sources for enhanced performance. Herein, a robust method that performs well under the existence of coherent sources is developed. The proposed method is based on deep learning and it is shown to perform better than state‐of‐the‐art versions of the Akaike Information Criteria (AIC), Minimum Description Length (MDL), and Exponentially Embedded Families (EEF) estimators, which employ spatial smoothing of the covariance matrix to handle coherent signals.

Published
2021
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11. Sex Modulates the Pathological Aging Effect on Caudate Functional Connectivity in Mild Cognitive Impairment

Author

Zhengshi Yang, Jessica Z. K. Caldwell, Jeffrey L. Cummings, Aaron Ritter, Jefferson W. Kinney, Dietmar Cordes, The Alzheimer's Disease Neuroimaging Initiative (ADNI), Michael Weiner, Paul Aisen, Ronald Petersen, Clifford R. Jack, William Jagust, John Q. Trojanowki, Arthur W. Toga, Laurel Beckett, Robert C. Green, Andrew J. Saykin, John Morris, Enchi Liu, Tom Montine, Anthony Gamst, Ronald G. Thomas, Michael Donohue, Sarah Walter, Devon Gessert, Tamie Sather, Danielle Harvey, John Kornak, Anders Dale, Matthew Bernstein, Joel Felmlee, Nick Fox, Paul Thompson, Norbert Schuff, Gene Alexander, Charles DeCArli, Dan Bandy, Robert A. Koeppe, Norm Foster, Eric M. Reiman, Kewei Chen, Chet Mathis, Nigel J. Cairns, Lisa Taylor-Reinwald, J. Q. Trojanowki, Les Shaw, Virginia M.Y. Lee, Magdalena Korecka, Karen Crawford, Scott Neu, Tatiana M. Foroud, Steven Potkin, Li Shen, Zaven Khachaturian, Richard Frank, Peter J. Snyder, Susan Molchan, Jeffrey Kaye, Joseph Quinn, Betty Lind, Sara Dolen, Lon S. Schneider, Sonia Pawluczyk, Bryan M. Spann, James Brewer, Helen Vanderswag, Judith L. Heidebrink, Joanne L. Lord, Kris Johnson, Rachelle S. Doody, Javier Villanueva-Meyer, Munir Chowdhury, Yaakov Stern, Lawrence S. Honig, Karen L. Bell, John C. Morris, Beau Ances, Maria Carroll, Sue Leon, Mark A. Mintun, Stacy Schneider, Daniel Marson, Randall Griffith, David Clark, Hillel Grossman, Effie Mitsis, Aliza Romirowsky, Leyla deToledo-Morrell, Raj C. Shah, Ranjan Duara, Daniel Varon, Peggy Roberts, Marilyn Albert, Chiadi Onyike, Stephanie Kielb, Henry Rusinek, Mony J de Leon, Lidia Glodzik, P. Murali Doraiswamy, Jeffrey R. Petrella, Edward R. Coleman, Steven E. Arnold, Jason H. Karlawish, David Wolk, Charles D. Smith, Greg Jicha, Peter Hardy, Oscar L. Lopez, MaryAnn Oakley, Donna M. Simpson, Anton P. Porsteinsson, Bonnie S. Goldstein, Kim Martin, Kelly M. Makino, M. Saleem Ismail, Connie Brand, Ruth A. Mulnard, Gaby Thai, Catherine Mc-Adams-Ortiz, Ramon Diaz-Arrastia, Kristen Martin-Cook, Michael DeVous, Allan I. Levey, James J. Lah, Janet S. Cellar, Jeffrey M. Burns, Heather S Anderson, Russell H. Swerdlow, Liana Apostolova, Po H. Lu, George Bartzokis, Daniel H.S. Silverman, Neill R Graff-Radford, Francine Parfitt, Heather Johnson, Martin Farlow, Scott Herring, Ann M. Hake, Christopher H. van Dyck, Richard E. Carson, Martha G. MacAvoy, Howard Chertkow, Howard Bergman, Chris Hosein, Sandra Black, Bojana Stefanovic, Curtis Caldwell, Ging-Yuek Robin Hsiung, Howard Feldman, Michele Assaly, Andrew KertesZ, John Rogers, Dick Trost, Charles Bernick, Donna Munic, Diana Kerwin, Marek-Marsel Mesulam, Kristine Lipowski, Chuang-Kuo Wu, Nancy Johnson, Carl Sadowsky, Walter Martinez, Teresa Villena, Raymond Scott Turner, Kathleen Johnson, Brigid Reynolds, Reisa A. Sperling, Keith A. Johnson, Gad Marshall, Meghan Frey, Allyson Rosen, Jared Tinklenberg, Marwan Sabbagh, Christine Belden, Sandra Jacobson, Neil Kowall, Ronald Killiany, Andrew E. Budson, Alexander Norbash, Patricia Lynn Johnson, Thomas O. Obisesan, Saba Wolday, Salome K. Bwayo, Alan Lerner, Leon Hudson, Paula Ogrocki, Evan Fletcher, Owen Carmichael, John Olichney, Charles DeCarli, Smita Kittur, Michael Borrie, T-Y Lee, Rob Bartha, Sterling Johnson, Sanjay Asthana, Cynthia M. Carlsson, Steven G. Potkin, Adrian Preda, Dana Nguyen, Pierre Tariot, Adam Fleisher, Stephanie Reeder, Vernice Bates, Horacio Capote, Michelle Rainka, Barry A. Hendin, Douglas W. Scharre, Maria Kataki, Earl A. Zimmerman, Dzintra Celmins, Alice D. Brown, Godfrey D. Pearlson, Karen Blank, Karen Anderson, Robert B. Santulli, Eben S. Schwartz, Kaycee M. Sink, Jeff D. Williamson, Pradeep Garg, Franklin Watkins, Brian R. Ott, Henry Querfurth, Geoffrey Tremont, Stephen Salloway, Paul Malloy, Stephen Correia, Howard J. Rosen, Bruce L. Miller, Jacobo Mintzer, Crystal Flynn Longmire, and Kenneth Spicer

Subjects
aging effect, caudate, mild cognitive impairment, functional connectivity, Alzheimer's Disease, sex difference, Psychiatry, RC435-571
Abstract

PurposeTo assess the pathological aging effect on caudate functional connectivity among mild cognitive impairment (MCI) participants and examine whether and how sex and amyloid contribute to this process.Materials and MethodsTwo hundred and seventy-seven functional magnetic resonance imaging (fMRI) sessions from 163 cognitive normal (CN) older adults and 309 sessions from 139 participants with MCI were included as the main sample in our analysis. Pearson's correlation was used to characterize the functional connectivity (FC) between caudate nuclei and each brain region, then caudate nodal strength was computed to quantify the overall caudate FC strength. Association analysis between caudate nodal strength and age was carried out in MCI and CN separately using linear mixed effect (LME) model with covariates (education, handedness, sex, Apolipoprotein E4, and intra-subject effect). Analysis of covariance was conducted to investigate sex, amyloid status, and their interaction effects on aging with the fMRI data subset having amyloid status available. LME model was applied to women and men separately within MCI group to evaluate aging effects on caudate nodal strength and each region's connectivity with caudate nuclei. We then evaluated the roles of sex and amyloid status in the associations of neuropsychological scores with age or caudate nodal strength. An independent cohort was used to validate the sex-dependent aging effects in MCI.ResultsThe MCI group had significantly stronger age-related increase of caudate nodal strength compared to the CN group. Analyzing women and men separately revealed that the aging effect on caudate nodal strength among MCI participants was significant only for women (left: P = 6.23 × 10−7, right: P = 3.37 × 10−8), but not for men (P > 0.3 for bilateral caudate nuclei). The aging effects on caudate nodal strength were not significantly mediated by brain amyloid burden. Caudate connectivity with ventral prefrontal cortex substantially contributed to the aging effect on caudate nodal strength in women with MCI. Higher caudate nodal strength is significantly related to worse cognitive performance in women but not in men with MCI.ConclusionSex modulates the pathological aging effects on caudate nodal strength in MCI regardless of amyloid status. Caudate nodal strength may be a sensitive biomarker of pathological aging in women with MCI.

Published
2022
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12. Index

Author

John Rogers

Published
2018

21. Cover

Author

John Rogers

Published
2018

24. Preface

Author

John Rogers

Published
2018

26. Comparative Analysis of 16S rRNA Gene and Metagenome Sequencing in Pediatric Gut Microbiomes

Author

Danielle Peterson, Kevin S. Bonham, Sophie Rowland, Cassandra W. Pattanayak, RESONANCE Consortium, Vanja Klepac-Ceraj, Sean C. L. Deoni, Viren D’Sa, Muriel Bruchhage, Alexandra Volpe, Jennifer Beauchemin, Caroline Wallace, John Rogers, Rosa Cano, Jessica Fernandes, Elizabeth Walsh, Brittany Rhodes, Matthew Huentelman, Candace Lewis, Matthew D. De Both, Marcus A. Naymik, Susan Carnell, Elena Jansen, Jennifer R. Sadler, Gita Thapaliya, Kevin Bonham, Monique LeBourgeois, Hans Georg Mueller, Jane-Ling Wang, Changbo Zhu, Yaqing Chen, and Joseph Braun

Subjects
16S rRNA gene, metagenome, pediatric cohort, gut microbiome, sequencing depth, amplicon sequencing, Microbiology, QR1-502
Abstract

The colonization of the human gut microbiome begins at birth, and over time, these microbial communities become increasingly complex. Most of what we currently know about the human microbiome, especially in early stages of development, was described using culture-independent sequencing methods that allow us to identify the taxonomic composition of microbial communities using genomic techniques, such as amplicon or shotgun metagenomic sequencing. Each method has distinct tradeoffs, but there has not been a direct comparison of the utility of these methods in stool samples from very young children, which have different features than those of adults. We compared the effects of profiling the human infant gut microbiome with 16S rRNA amplicon vs. shotgun metagenomic sequencing techniques in 338 fecal samples; younger than 15, 15–30, and older than 30 months of age. We demonstrate that observed changes in alpha-diversity and beta-diversity with age occur to similar extents using both profiling methods. We also show that 16S rRNA profiling identified a larger number of genera and we find several genera that are missed or underrepresented by each profiling method. We present the link between alpha diversity and shotgun metagenomic sequencing depth for children of different ages. These findings provide a guide for selecting an appropriate method and sequencing depth for the three studied age groups.

Published
2021
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27. 44. A Wireless Intramuscular Near-infrared Spectroscopy Device Detects Muscle Oxygenation Changes in Porcine Model of Lower Extremity Compartment Syndrome

Author

Amanda Westman, PhD, Hexia Guo, MS, Yameng Xu, MS, Wubin Bai, PhD, Wei Ouyang, PhD, William Moritz, MD, Lauren Jacobson, MD, Yang Weng, MS, Hao Zang, MS, Changsheng Wu, PhD, Ziying Hu, PhD, Shuo Li, PhD, Di Lu, PhD, Hany Arafa, MS, Matthew MacEwan, MD, PhD, Lauren Tatman, MD, John Rogers, PhD, and Mitchell Pet, MD

Subjects
Surgery, RD1-811
Published
2022
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28. Graphic Interlude

Author

Winslow Homer, Ambrose Andrews, Briton Rivière, Sharon Lockhart, Anonymous, Marcus Gheeraerts I, Gawen Hamilton, Sir John Everett Millais, Thomas Rowlandson, Marion Post Wolcott, John Rogers, Mary Sargant Florence, Thomas Anshutz, Sir William Reynolds-Stephens, and George Cruikshank

Subjects
games, chess, cards, painting, caricature, satire, History (General) and history of Europe, English language, PE1-3729
Abstract

This graphic interlude features a selection of pictures which can illustrate the topic of this issue: “Are you Game?”.

Published
2020
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29. What factors are associated with dental general anaesthetics for Australian children and what are the policy implications? A qualitative study

Author

John Rogers, Clare Delany, Clive Wright, Kaye Roberts-Thomson, and Mike Morgan

Subjects
Dental caries, Children, Dental general anaesthetics, Potentially preventable dental hospitalisations, Dentistry, RK1-715
Abstract

Abstract Background Dental general anaesthetics undertaken on young children are amongst the most common of all potentially preventable hospitalisations of children in Australia. They are costly for families and the community and entail some risk. The aim of the study was to explore the views of stakeholders about factors associated with children’s dental general anaesthetics in Victoria, Australia and to identify policy implications. Methods Interviews with stakeholders were used to develop a framework of factors. Interview data were subject to qualitative analysis, informed by Interpretative Phenomenological Analysis. Results Eight themes that encompassed 30 main factors were identified through focused discussions with 16 stakeholders. While the safety of dental general anaesthetics has improved and mortality rates are low, side effects are common. Push factors for children’s dental general anaesthetics include a perceived greater ‘child-focus’; preferred models of care; low oral health literacy; parent guilt; convenience; and some dentists reluctance to treat high needs children in the clinic. Factors that may decrease the prevalence of dental general anaesthetics include: prevention of dental caries; using alternative approaches; an appropriate workforce mix; enhancing oral health literacy; and development of guidelines. Conclusion The prevalence of hospitalisation of children to treat dental caries is increasing. Many factors influence the prevalence of paediatric dental general anaesthetics - relating to the child, parent, oral health professional, financial impact, health risk, and accessibility to facilities. There are quality of care and convenience benefits but also high costs and possible health risks. Family, workforce and health system factors have been identified that could decrease the prevalence of paediatric dental general anaesthetics.

Published
2018
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30. Prediction and Classification of Alzheimer’s Disease Based on Combined Features From Apolipoprotein-E Genotype, Cerebrospinal Fluid, MR, and FDG-PET Imaging Biomarkers

Author

Yubraj Gupta, Ramesh Kumar Lama, Goo-Rak Kwon, Alzheimer's Disease Neuroimaging Initiative, Michael W. Weiner, Paul Aisen, Michael Weiner, Ronald Petersen, Clifford R. Jack, William Jagust, John Q. Trojanowki, Arthur W. Toga, Laurel Beckett, Robert C. Green, Andrew J. Saykin, John Morris, Leslie M. Shaw, Zaven Khachaturian, Greg Sorensen, Maria Carrillo, Lew Kuller, Marc Raichle, Steven Paul, Peter Davies, Howard Fillit, Franz Hefti, David Holtzman, M. Marcel Mesulam, William Potter, Peter Snyder, Adam Schwartz, Tom Montine, Ronald G. Thomas, Michael Donohue, Sarah Walter, Devon Gessert, Tamie Sather, Gus Jiminez, Archana B. Balasubramanian, Jennifer Mason, Iris Sim, Danielle Harvey, Matthew Bernstein, Nick Fox, Paul Thompson, Norbert Schuff, Charles DeCArli, Bret Borowski, Jeff Gunter, Matt Senjem, Prashanthi Vemuri, David Jones, Kejal Kantarci, Chad Ward, Robert A. Koeppe, Norm Foster, Eric M. Reiman, Kewei Chen, Chet Mathis, Susan Landau, John C. Morris, Nigel J. Cairns, Erin Franklin, Lisa Taylor-Reinwald, Virginia Lee, Magdalena Korecka, Michal Figurski, Karen Crawford, Scott Neu, Tatiana M. Foroud, Steven Potkin, Li Shen, Kelley Faber, Sungeun Kim, Kwangsik Nho, Lean Thal, Leon Thal, Neil Buckholtz, Peter J. Snyder, Marilyn Albert, Richard Frank, John Hsiao, Jeffrey Kaye, Joseph Quinn, Lisa Silbert, Betty Lind, Raina Carter, Sara Dolen, Lon S. Schneider, Sonia Pawluczyk, Mauricio Becerra, Liberty Teodoro, Bryan M. Spann, James Brewer, Helen Vanderswag, Adam Fleisher, Judith L. Heidebrink, Joanne L. Lord, Sara S. Mason, Colleen S. Albers, David Knopman, Kris Johnson, Rachelle S. Doody, Javier Villanueva-Meyer, Valory Pavlik, Victoria Shibley, Munir Chowdhury, Susan Rountree, Mimi Dang, Yaakov Stern, Lawrence S. Honig, Karen L. Bell, Beau Ances, Maria Carroll, Mary L. Creech, Mark A. Mintun, Stacy Schneider, Angela Oliver, Daniel Marson, David Geldmacher, Marissa Natelson Love, Randall Griffith, David Clark, John Brockington, Erik Roberson, Hillel Grossman, Effie Mitsis, Raj C. Shah, Leyla deToledo-Morrell, Ranjan Duara, Maria T. Greig-Custo, Warren Barker, Chiadi Onyike, Daniel D'Agostino, Stephanie Kielb, Martin Sadowski, Mohammed O. Sheikh, Ulysse Anaztasia, Gaikwad Mrunalini, P. Murali Doraiswamy, Jeffrey R. Petrella, Salvador Borges-Neto, Terence Z. Wong, Edward Coleman, Steven E. Arnold, Jason H. Karlawish, David A. Wolk, Christopher M. Clark, Charles D. Smith, Greg Jicha, Peter Hardy, Partha Sinha, Elizabeth Oates, Gary Conrad, Oscar L. Lopez, MaryAnn Oakley, Donna M. Simpson, Anton P. Porsteinsson, Bonnie S. Goldstein, Kim Martin, Kelly M. Makino, M. Saleem Ismail, Connie Brand, Steven G. Potkin, Adrian Preda, Dana Nguyen, Kyle Womack, Dana Mathews, Mary Quiceno, Allan I. Levey, James J. Lah, Janet S. Cellar, Jeffrey M. Burns, Russell H. Swerdlow, William M. Brooks, Liana Apostolova, Kathleen Tingus, Ellen Woo, Daniel H.S. Silverman, Po H. Lu, George Bartzokis, Neill R Graff-Radford, Francine Parfitt, Kim Poki-Walker, Martin R. Farlow, Ann Marie Hake, Brandy R. Matthews, Jared R. Brosch, Scott Herring, Christopher H. van Dyck, Richard E. Carson, Martha G. MacAvoy, Pradeep Varma, Howard Chertkow, Howard Bergman, Chris Hosein, Sandra Black, Bojana Stefanovic, Curtis Caldwell, Ging-Yuek Robin Hsiung, Benita Mudge, Vesna Sossi, Howard Feldman, Michele Assaly, Elizabeth Finger, Stephen Pasternack, Irina Rachisky, Dick Trost, Andrew Kertesz, Charles Bernick, Donna Munic, Marek-Marsel Mesulam, Emily Rogalski, Kristine Lipowski, Sandra Weintraub, Borna Bonakdarpour, Diana Kerwin, Chuang-Kuo Wu, Nancy Johnson, Carl Sadowsky, Teresa Villena, Raymond Scott Turner, Kathleen Johnson, Brigid Reynolds, Reisa A. Sperling, Keith A. Johnson, Gad Marshall, Jerome Yesavage, Joy L. Taylor, Barton Lane, Allyson Rosen, Jared Tinklenberg, Marwan N. Sabbagh, Christine M. Belden, Sandra A. Jacobson, Sherye A. Sirrel, Neil Kowall, Ronald Killiany, Andrew E. Budson, Alexander Norbash, Patricia Lynn Johnson, Thomas O. Obisesan, Saba Wolday, Joanne Allard, Alan Lerner, Paula Ogrocki, Curtis Tatsuoka, Parianne Fatica, Evan Fletcher, Pauline Maillard, John Olichney, Charles DeCarli, Owen Carmichael, Smita Kittur, Michael Borrie, T-Y Lee, Rob Bartha, Sterling Johnson, Sanjay Asthana, Cynthia M. Carlsson, Pierre Tariot, Anna Burke, Ann Marie Milliken, Nadira Trncic, Stephanie Reeder, Vernice Bates, Horacio Capote, Michelle Rainka, Douglas W. Scharre, Maria Kataki, Brendan Kelley, Earl A. Zimmerman, Dzintra Celmins, Alice D. Brown, Godfrey D. Pearlson, Karen Blank, Karen Anderson, Laura A. Flashman, Marc Seltzer, Mary L. Hynes, Robert B. Santulli, Kaycee M. Sink, Gordineer Leslie, Jeff D. Williamson, Pradeep Garg, Franklin Watkins, Brian R. Ott, Geoffrey Tremont, Lori A. Daiello, Stephen Salloway, Paul Malloy, Stephen Correia, Howard J. Rosen, Bruce L. Miller, David Perry, Jacobo Mintzer, Kenneth Spicer, David Bachman, Stephen Pasternak, Irina Rachinsky, John Rogers, Dick Drost, Nunzio Pomara, Raymundo Hernando, Antero Sarrael, Susan K. Schultz, Karen Ekstam Smith, Hristina Koleva, Ki Won Nam, Hyungsub Shim, Norman Relkin, Gloria Chiang, Michael Lin, Lisa Ravdin, Amanda Smith, Balebail Ashok Raj, Kristin Fargher, Thomas Neylan, Jordan Grafman, Gessert Devon, Davis Melissa, Rosemary Morrison, Hayes Jacqueline, Finley Shannon, Kantarci Kejal, Ward Chad, Erin Householder, Crawford Karen, Neu Scott, Friedl Karl, Becerra Mauricio, Debra Fleischman, Konstantinos Arfanakis, Daniel Varon, Maria T Greig, Olga James, Bonnie Goldstein, Kimberly S. Martin, Dino Massoglia, Olga Brawman-Mintzer, Walter Martinez, Howard Rosen, Kelly Behan, Sterling C. Johnson, J. Jay Fruehling, Sandra Harding, Elaine R. Peskind, Eric C. Petrie, Gail Li, Jerome A. Yesavage, Ansgar J. Furst, Steven Chao, Scott Mackin, Rema Raman, Erin Drake, Mike Donohue, Gustavo Jimenez, Kelly Harless, Jennifer Salazar, Yuliana Cabrera, Lindsey Hergesheimer, Elizabeth Shaffer, Craig Nelson, David Bickford, Meryl Butters, Michelle Zmuda, Denise Reyes, Kelley M. Faber, Kelly N. Nudelman, Yiu Ho Au, Kelly Scherer, Daniel Catalinotto, Samuel Stark, Elise Ong, and Dariella Fernandez

Subjects
Alzheimer's disease, MCIs (MCI stable), MCIc (MCI converted), sMRI, FDG-PET, CSF, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571
Abstract

Alzheimer's disease (AD), including its mild cognitive impairment (MCI) phase that may or may not progress into the AD, is the most ordinary form of dementia. It is extremely important to correctly identify patients during the MCI stage because this is the phase where AD may or may not develop. Thus, it is crucial to predict outcomes during this phase. Thus far, many researchers have worked on only using a single modality of a biomarker for the diagnosis of AD or MCI. Although recent studies show that a combination of one or more different biomarkers may provide complementary information for the diagnosis, it also increases the classification accuracy distinguishing between different groups. In this paper, we propose a novel machine learning-based framework to discriminate subjects with AD or MCI utilizing a combination of four different biomarkers: fluorodeoxyglucose positron emission tomography (FDG-PET), structural magnetic resonance imaging (sMRI), cerebrospinal fluid (CSF) protein levels, and Apolipoprotein-E (APOE) genotype. The Alzheimer's Disease Neuroimaging Initiative (ADNI) baseline dataset was used in this study. In total, there were 158 subjects for whom all four modalities of biomarker were available. Of the 158 subjects, 38 subjects were in the AD group, 82 subjects were in MCI groups (including 46 in MCIc [MCI converted; conversion to AD within 24 months of time period], and 36 in MCIs [MCI stable; no conversion to AD within 24 months of time period]), and the remaining 38 subjects were in the healthy control (HC) group. For each image, we extracted 246 regions of interest (as features) using the Brainnetome template image and NiftyReg toolbox, and later we combined these features with three CSF and two APOE genotype features obtained from the ADNI website for each subject using early fusion technique. Here, a different kernel-based multiclass support vector machine (SVM) classifier with a grid-search method was applied. Before passing the obtained features to the classifier, we have used truncated singular value decomposition (Truncated SVD) dimensionality reduction technique to reduce high dimensional features into a lower-dimensional feature. As a result, our combined method achieved an area under the receiver operating characteristic (AU-ROC) curve of 98.33, 93.59, 96.83, 94.64, 96.43, and 95.24% for AD vs. HC, MCIs vs. MCIc, AD vs. MCIs, AD vs. MCIc, HC vs. MCIc, and HC vs. MCIs subjects which are high relative to single modality results and other state-of-the-art approaches. Moreover, combined multimodal methods have improved the classification performance over the unimodal classification.

Published
2019
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31. The Influence of Cerebrospinal Fluid Abnormalities and APOE 4 on PHF-Tau Protein: Evidence From Voxel Analysis and Graph Theory

Author

Yuan Li, Zhijun Yao, Yue Yu, Yu Fu, Ying Zou, Bin Hu, for the Alzheimer’s Disease Neuroimaging Initiative, Michael W. Weiner, Paul Aisen, Michael Weiner, Ronald Petersen, Clifford R. Jack, William Jagust, John Q. Trojanowki, Arthur W. Toga, Laurel Beckett, Robert C. Green, Andrew J. Saykin, John Morris, Leslie M. Shaw, Zaven Khachaturian, Greg Sorensen, Maria Carrillo, Lew Kuller, Marc Raichle, Steven Paul, Peter Davies, Howard Fillit, Franz Hefti, David Holtzman, M. Marcel Mesulam, William Potter, Peter Snyder, Tom Montine, Gustavo Jimenez, Michael Donohue, Devon Gessert, Kelly Harless, Jennifer Salazar, Yuliana Cabrera, Sarah Walter, Lindsey Hergesheimer, Danielle Harvey, Matthew Bernstein, Nick Fox, Paul Thompson, Norbert Schuff, Charles DeCArli, Bret Borowski, Jeff Gunter, Matt Senjem, Prashanthi Vemuri, David Jones, Kejal Kantarci, Chad Ward, Robert A. Koeppe, Norm Foster, Eric M. Reiman, Kewei Chen, Chet Mathis, John C. Morris, Nigel J. Cairns, Erin Franklin, Lisa Taylor-Reinwald, Virginia Lee, Magdalena Korecka, Michal Figurski, Karen Crawford, Scott Neu, Tatiana M. Foroud, Steven Potkin, Li Shen, Kelley Faber, Sungeun Kim, Kwangsik Nho, Lean Thal, Leon Thal, Neil Buckholtz, Peter J. Snyder, Marilyn Albert, Richard Frank, John Hsiao, Joseph Quinn, Lisa C. Silbert, Betty Lind, Jeffrey A. Kaye, Raina Carter, Sara Dolen, Lon S. Schneider, Sonia Pawluczyk, Mauricio Becerra, Liberty Teodoro, Bryan M. Spann, James Brewer, Helen Vanderswag, Adam Fleisher, Jaimie Ziolkowski, Judith L. Heidebrink, Joanne L. Lord, Sara S. Mason, Colleen S. Albers, David Knopman, Kris Johnson, Javier Villanueva-Meyer, Valory Pavlik, Nathaniel Pacini, Ashley Lamb, Joseph S. Kass, Rachelle S. Doody, Victoria Shibley, Munir Chowdhury, Susan Rountree, Mimi Dang, Yaakov Stern, Lawrence S. Honig, Karen L. Bell, Randy Yeh, Beau Ances, David Winkfield, Maria Carroll, Angela Oliver, Mary L. Creech, Mark A. Mintun, Stacy Schneider, Daniel Marson, David Geldmacher, Marissa Natelson Love, Randall Griffith, David Clark, John Brockington, Hillel Grossman, Effie Mitsis, Raj C. Shah, Melissa Lamar, Patricia Samuels, Ranjan Duara, Maria T. Greig-Custo, Rosemarie Rodriguez, Chiadi Onyike, Daniel D’Agostino, Stephanie Kielb, Martin Sadowski, Mohammed O. Sheikh, Jamika Singleton-Garvin, Anaztasia Ulysse, Mrunalini Gaikwad, P. Murali Doraiswamy, Jeffrey R. Petrella, Olga James, Salvador Borges-Neto, Terence Z. Wong, Edward Coleman, Jason H. Karlawish, David A. Wolk, Sanjeev Vaishnavi, Christopher M. Clark, Steven E. Arnold, Charles D. Smith, Greg Jicha, Peter Hardy, Riham El Khouli, Elizabeth Oates, Gary Conrad, Oscar L. Lopez, MaryAnn Oakley, Donna M. Simpson, Anton P. Porsteinsson, Kim Martin, Nancy Kowalksi, Melanie Keltz, Bonnie S. Goldstein, Kelly M. Makino, M. Saleem Ismail, Connie Brand, Gaby Thai, Aimee Pierce, Beatriz Yanez, Elizabeth Sosa, Megan Witbracht, Kyle Womack, Dana Mathews, Mary Quiceno, Allan I. Levey, James J. Lah, Janet S. Cellar, Jeffrey M. Burns, Russell H. Swerdlow, William M. Brooks, Ellen Woo, Daniel H.S. Silverman, Edmond Teng, Sarah Kremen, Liana Apostolova, Kathleen Tingus, Po H. Lu, George Bartzokis, Neill R Graff-Radford, Francine Parfitt, Kim Poki-Walker, Martin R. Farlow, Ann Marie Hake, Brandy R. Matthews, Jared R. Brosch, Scott Herring, Christopher H. van Dyck, Richard E. Carson, Pradeep Varma, Howard Chertkow, Howard Bergman, Chris Hosein, Sandra Black, Bojana Stefanovic, Chris (Chinthaka) Heyn, Ging-Yuek Robin Hsiung, Benita Mudge, Vesna Sossi, Howard Feldman, Michele Assaly, Elizabeth Finger, Stephen Pasternack, William Pavlosky, Irina Rachinsky, Dick Drost, Andrew Kertesz, Charles Bernick, Donna Munic, Marek-Marsel Mesulam, Emily Rogalski, Kristine Lipowski, Sandra Weintraub, Borna Bonakdarpour, Diana Kerwin, Chuang-Kuo Wu, Nancy Johnson, Carl Sadowsky, Teresa Villena, Raymond Scott Turner, Kathleen Johnson, Brigid Reynolds, Reisa A. Sperling, Keith A. Johnson, Gad A. Marshall, Jerome Yesavage, Joy L. Taylor, Steven Chao, Barton Lane, Allyson Rosen, Jared Tinklenberg, Edward Zamrini, Christine M. Belden, Sherye A. Sirrel, Neil Kowall, Ronald Killiany, Andrew E. Budson, Alexander Norbash, Patricia Lynn Johnson, Thomas O. Obisesan, Ntekim E. Oyonumo, Joanne Allard, Olu Ogunlana, Alan Lerner, Paula Ogrocki, Curtis Tatsuoka, Parianne Fatica, Evan Fletcher, Pauline Maillard, John Olichney, Charles DeCarli, Owen Carmichael, Smita Kittur, Michael Borrie, T-Y Lee, Rob Bartha, Sterling Johnson, Sanjay Asthana, Cynthia M. Carlsson, Pierre Tariot, Anna Burke, Joel Hetelle, Kathryn DeMarco, Nadira Trncic, Stephanie Reeder, Vernice Bates, Horacio Capote, Michelle Rainka, Douglas W. Scharre, Maria Kataki, Rawan Tarawneh, Earl A. Zimmerman, Dzintra Celmins, David Hart, Godfrey D. Pearlson, Karen Blank, Karen Anderson, Laura A. Flashman, Marc Seltzer, Mary L. Hynes, Robert B. Santulli, Kaycee M. Sink, Mia Yang, Akiva Mintz, Rhode Island, Brian R. Ott, Geoffrey Tremont, Lori A. Daiello, Courtney Bodge, Stephen Salloway, Paul Malloy, Stephen Correia, Athena Lee, Howard J. Rosen, Bruce L. Miller, David Perry, Jacobo Mintzer, Kenneth Spicer, David Bachman, Stephen Pasternak, John Rogers, Nunzio Pomara, Raymundo Hernando, Antero Sarrael, Delwyn D. Miller, Karen Ekstam Smith, Hristina Koleva, Ki Won Nam, Hyungsub Shim, Susan K. Schultz, Norman Relkin, Gloria Chiang, Michael Lin, Lisa Ravdin, Amanda Smith, Christi Leach, Balebail Ashok Raj, Kristin Fargher, Thomas Neylan, Jordan Grafman, Lindsey Hergesheimen, Jacqueline Hayes, Shannon Finley, Susan Landau, Erin Householder, Karl Friedl, Debra Fleischman, Konstantinos Arfanakis, Daniel Varon, Maria T Greig, Bonnie Goldstein, Kimberly S. Martin, Steven G. Potkin, Adrian Preda, Dana Nguyen, Dino Massoglia, Olga Brawman-Mintzer, Walter Martinez, Howard Rosen, Kelly Behan, Gad Marshall, Marwan N. Sabbagh, Sandra A. Jacobson, Saba Wolday, Sterling C. Johnson, J. Jay Fruehling, Sandra Harding, Elaine R. Peskind, Eric C. Petrie, Gail Li, Jerome A. Yesavage, Ansgar J. Furst, Scott Mackin, Rema Raman, Erin Drake, Mike Donohue, Elizabeth Shaffer, Craig Nelson, David Bickford, Meryl Butters, Michelle Zmuda, Denise Reyes, Kelley M. Faber, Kelly N. Nudelman, Yiu Ho Au, Kelly Scherer, Daniel Catalinotto, Samuel Stark, Elise Ong, and Dariella Fernandez

Subjects
PHF-Tau, graph theory, network properties, APOE 4, CSF-Tau, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571
Abstract

Mild cognitive impairment (MCI) is a transitional state between the cognitive changes in normal aging and Alzheimer’s disease (AD), which induces abnormalities in specific brain regions. Previous studies showed that paired helical filaments Tau (PHF-Tau) protein is a potential pathogenic protein which may cause abnormal brain function and structure in MCI and AD patients. However, the understanding of the PHF-Tau protein network in MCI patients is limited. In this study, 225 subjects with PHF-Tau Positron Emission Tomography (PET) images were divided into four groups based on whether they carried Apolipoprotein E ε4 (APOE 4) or abnormal cerebrospinal fluid Total-Tau (CSF T-Tau). They are two important pathogenic factors that might cause cognitive function impairment. The four groups were: individuals harboring CSF T-Tau pathology but no APOE 4 (APOE 4−T+); APOE 4 carriers with normal CSF T-Tau (APOE 4+T−); APOE 4 carriers with abnormal CSF T-Tau (APOE 4+T+); and APOE 4 noncarriers with abnormal CSF T-Tau (APOE 4−T−). We explored the topological organization of PHF-Tau networks in these four groups and calculated five kinds of network properties: clustering coefficient, shortest path length, Q value of modularity, nodal centrality and degree. Our findings showed that compared with APOE 4−T− group, the other three groups showed different alterations in the clustering coefficient, shortest path length, Q value of modularity, nodal centrality and degree. Simultaneously, voxel-level analysis was conducted and the results showed that compared with APOE 4−T− group, the other three groups were found increased PHF-Tau distribution in some brain regions. For APOE 4+T+ group, positive correlation was found between the value of PHF-Tau distribution in altered regions and Functional Assessment Questionnaire (FAQ) score. Our results indicated that the effects of APOE 4 and abnormal CSF T-Tau may induce abnormalities of PHF-Tau protein and APOE 4 has a greater impact on PHF-Tau than abnormal CSF T-Tau. Our results may be particularly helpful in uncovering the pathophysiology underlying the cognitive dysfunction in MCI patients.

Published
2019
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32. New Perspective for Non-invasive Brain Stimulation Site Selection in Mild Cognitive Impairment: Based on Meta- and Functional Connectivity Analyses

Author

Jiao Liu, Binlong Zhang, Georgia Wilson, Jian Kong, the Alzheimer’s Disease Neuroimaging Initiative, Michael W. Weiner, Paul Aisen, Michael Weiner, Ronald Petersen, Clifford R. Jack, William Jagust, John Q. Trojanowki, Arthur W. Toga, Laurel Beckett, Robert C. Green, Andrew J. Saykin, John Morris, Leslie M. Shaw, Zaven Khachaturian, Greg Sorensen, Maria Carrillo, Lew Kuller, Marc Raichle, Steven Paul, Peter Davies, Howard Fillit, Franz Hefti, David Holtzman, M. Marcel Mesulam, William Potter, Peter Snyder, Adam Schwartz, Tom Montine, Ronald G. Thomas, Michael Donohue, Sarah Walter, Devon Gessert, Tamie Sather, Gus Jiminez, Archana B. Balasubramanian, Jennifer Mason, Iris Sim, Danielle Harvey, Matthew Bernstein, Nick Fox, Paul Thompson, Norbert Schuff, Charles DeCArli, Bret Borowski, Jeff Gunter, Matt Senjem, Prashanthi Vemuri, David Jones, Kejal Kantarci, Chad Ward, Robert A. Koeppe, Norm Foster, Eric M. Reiman, Kewei Chen, Chet Mathis, Susan Landau, John C. Morris, Nigel J. Cairns, Erin Franklin, Lisa Taylor-Reinwald, Virginia Lee, Magdalena Korecka, Michal Figurski, Karen Crawford, Scott Neu, Tatiana M. Foroud, Steven Potkin, Li Shen, Kelley Faber, Sungeun Kim, Kwangsik Nho, Lean Thal, Leon Thal, Neil Buckholtz, Peter J. Snyder, Marilyn Albert, Richard Frank, John Hsiao, Jeffrey Kaye, Joseph Quinn, Lisa Silbert, Betty Lind, Raina Carter, Sara Dolen, Lon S. Schneider, Sonia Pawluczyk, Mauricio Becerra, Liberty Teodoro, Bryan M. Spann, James Brewer, Helen Vanderswag, Adam Fleisher, Judith L. Heidebrink, Joanne L. Lord, Sara S. Mason, Colleen S. Albers, David Knopman, Kris Johnson, Rachelle S. Doody, Javier Villanueva-Meyer, Valory Pavlik, Victoria Shibley, Munir Chowdhury, Susan Rountree, Mimi Dang, Yaakov Stern, Lawrence S. Honig, Karen L. Bell, Beau Ances, Maria Carroll, Mary L. Creech, Mark A. Mintun, Stacy Schneider, Angela Oliver, Daniel Marson, David Geldmacher, Marissa Natelson Love, Randall Griffith, David Clark, John Brockington, Erik Roberson, Hillel Grossman, Effie Mitsis, Raj C. Shah, Leyla deToledo-Morrell, Ranjan Duara, Maria T. Greig-Custo, Warren Barker, Chiadi Onyike, Daniel D'Agostino, Stephanie Kielb, Martin Sadowski, Mohammed O. Sheikh, Ulysse Anaztasia, Gaikwad Mrunalini, P. Murali Doraiswamy, Jeffrey R. Petrella, Salvador Borges-Neto, Terence Z. Wong, Edward Coleman, Steven E. Arnold, Jason H. Karlawish, David A. Wolk, Christopher M. Clark, Charles D. Smith, Greg Jicha, Peter Hardy, Partha Sinha, Elizabeth Oates, Gary Conrad, Oscar L. Lopez, MaryAnn Oakley, Donna M. Simpson, Anton P. Porsteinsson, Bonnie S. Goldstein, Kim Martin, Kelly M. Makino, M. Saleem Ismail, Connie Brand, Steven G. Potkin, Adrian Preda, Dana Nguyen, Kyle Womack, Dana Mathews, Mary Quiceno, Allan I. Levey, James J. Lah, Janet S. Cellar, Jeffrey M. Burns, Russell H. Swerdlow, William M. Brooks, Liana Apostolova, Kathleen Tingus, Ellen Woo, Daniel H.S. Silverman, Po H. Lu, George Bartzokis, Neill R Graff-Radford, Francine Parfitt, Kim Poki-Walker, Martin R. Farlow, Ann Marie Hake, Brandy R. Matthews, Jared R. Brosch, Scott Herring, Christopher H. van Dyck, Richard E. Carson, Martha G. MacAvoy, Pradeep Varma, Howard Chertkow, Howard Bergman, Chris Hosein, Sandra Black, Bojana Stefanovic, Curtis Caldwell, Ging-Yuek Robin Hsiung, Benita Mudge, Vesna Sossi, Howard Feldman, Michele Assaly, Elizabeth Finger, Stephen Pasternack, Irina Rachisky, Dick Trost, Andrew Kertesz, Charles Bernick, Donna Munic, Marek-Marsel Mesulam, Emily Rogalski, Kristine Lipowski, Sandra Weintraub, Borna Bonakdarpour, Diana Kerwin, Chuang-Kuo Wu, Nancy Johnson, Carl Sadowsky, Teresa Villena, Raymond Scott Turner, Kathleen Johnson, Brigid Reynolds, Reisa A. Sperling, Keith A. Johnson, Gad Marshall, Jerome Yesavage, Joy L. Taylor, Barton Lane, Allyson Rosen, Jared Tinklenberg, Marwan N. Sabbagh, Christine M. Belden, Sandra A. Jacobson, Sherye A. Sirrel, Neil Kowall, Ronald Killiany, Andrew E. Budson, Alexander Norbash, Patricia Lynn Johnson, Thomas O. Obisesan, Saba Wolday, Joanne Allard, Alan Lerner, Paula Ogrocki, Curtis Tatsuoka, Parianne Fatica, Evan Fletcher, Pauline Maillard, John Olichney, Charles DeCarli, Owen Carmichael, Smita Kittur, Michael Borrie, T-Y Lee, Rob Bartha, Sterling Johnson, Sanjay Asthana, Cynthia M. Carlsson, Pierre Tariot, Anna Burke, Ann Marie Milliken, Nadira Trncic, Stephanie Reeder, Vernice Bates, Horacio Capote, Michelle Rainka, Douglas W. Scharre, Maria Kataki, Brendan Kelley, Earl A. Zimmerman, Dzintra Celmins, Alice D. Brown, Godfrey D. Pearlson, Karen Blank, Karen Anderson, Laura A. Flashman, Marc Seltzer, Mary L. Hynes, Robert B. Santulli, Kaycee M. Sink, Gordineer Leslie, Jeff D. Williamson, Pradeep Garg, Franklin Watkins, Brian R. Ott, Geoffrey Tremont, Lori A. Daiello, Stephen Salloway, Paul Malloy, Stephen Correia, Howard J. Rosen, Bruce L. Miller, David Perry, Jacobo Mintzer, Kenneth Spicer, David Bachman, Stephen Pasternak, Irina Rachinsky, John Rogers, Dick Drost, Nunzio Pomara, Raymundo Hernando, Antero Sarrael, Susan K. Schultz, Karen Ekstam Smith, Hristina Koleva, Ki Won Nam, Hyungsub Shim, Norman Relkin, Gloria Chiang, Michael Lin, Lisa Ravdin, Amanda Smith, Balebail Ashok Raj, Kristin Fargher, Thomas Neylan, Jordan Grafman, Gessert Devon, Davis Melissa, Rosemary Morrison, Hayes Jacqueline, Finley Shannon, Kantarci Kejal, Ward Chad, Erin Householder, Crawford Karen, Neu Scott, Friedl Karl, Becerra Mauricio, Debra Fleischman, Konstantinos Arfanakis, Daniel Varon, Maria T Greig, Olga James, Bonnie Goldstein, Kimberly S. Martin, Dino Massoglia, Olga Brawman-Mintzer, Walter Martinez, Howard Rosen, Kelly Behan, Sterling C. Johnson, J. Jay Fruehling, Sandra Harding, Elaine R. Peskind, Eric C. Petrie, Gail Li, Jerome A. Yesavage, Ansgar J. Furst, and Steven Chao

Subjects
mild cognitive impairment, non-invasive brain stimulation, stimulation site, meta-analysis, resting state functional connectivity, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571
Abstract

BackgroundNon-invasive brain stimulation (NIBS) has been widely used to treat mild cognitive impairment (MCI). However, there exists no consensus on the best stimulation sites.ObjectiveTo explore potential stimulation locations for NIBS treatment in patients with MCI, combining meta- and resting state functional connectivity (rsFC) analyses.MethodsThe meta-analysis was conducted to identify brain regions associated with MCI. Regions of interest (ROIs) were extracted based on this meta-analysis. The rsFC analysis was applied to 45 MCI patients to determine brain surface regions that are functionally connected with the above ROIs.ResultsWe found that the dorsolateral prefrontal cortex (DLPFC) and inferior frontal gyrus (IFG) were the overlapping brain regions between our results and those of previous studies. In addition, we recommend that the temporoparietal junction (including the angular gyrus), which was found in both the meta- and rsFC analysis, should be considered in NIBS treatment of MCI. Furthermore, the bilateral orbital prefrontal gyrus, inferior temporal gyrus, medial superior frontal gyrus, and right inferior occipital gyrus may be potential brain stimulation sites for NIBS treatment of MCI.ConclusionOur results provide several potential sites for NIBS, such as the DLFPC and IFG, and may shed light on the locations of NIBS sites in the treatment of patients with MCI.

Published
2019
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33. Performing Sparse Regularization and Dimension Reduction Simultaneously in Multimodal Data Fusion

Author

Zhengshi Yang, Xiaowei Zhuang, Christopher Bird, Karthik Sreenivasan, Virendra Mishra, Sarah Banks, Dietmar Cordes, the Alzheimer's Disease Neuroimaging Initiative, Michael W. Weiner, Paul Aisen, Michael Weiner, Ronald Petersen, Clifford R. Jack, William Jagust, John Q. Trojanowki, Arthur W. Toga, Laurel Beckett, Robert C. Green, Andrew J. Saykin, John Morris, Leslie M. Shaw, Zaven Khachaturian, Greg Sorensen, Maria Carrillo, Lew Kuller, Marc Raichle, Steven Paul, Peter Davies, Howard Fillit, Franz Hefti, David Holtzman, M. Marcel Mesulam, William Potter, Peter Snyder, Adam Schwartz, Tom Montine, Ronald G. Thomas, Michael Donohue, Sarah Walter, Devon Gessert, Tamie Sather, Gus Jiminez, Archana B. Balasubramanian, Jennifer Mason, Iris Sim, Danielle Harvey, Matthew Bernstein, Nick Fox, Paul Thompson, Norbert Schuff, Charles DeCArli, Bret Borowski, Jeff Gunter, Matt Senjem, Prashanthi Vemuri, David Jones, Kejal Kantarci, Chad Ward, Robert A. Koeppe, Norm Foster, Eric M. Reiman, Kewei Chen, Chet Mathis, Susan Landau, John C. Morris, Nigel J. Cairns, Erin Franklin, Lisa Taylor-Reinwald, Virginia Lee, Magdalena Korecka, Michal Figurski, Karen Crawford, Scott Neu, Tatiana M. Foroud, Steven Potkin, Li Shen, Kelley Faber, Sungeun Kim, Kwangsik Nho, Lean Thal, Leon Thal, Neil Buckholtz, Peter J. Snyder, Marilyn Albert, Richard Frank, John Hsiao, Jeffrey Kaye, Joseph Quinn, Lisa Silbert, Betty Lind, Raina Carter, Sara Dolen, Lon S. Schneider, Sonia Pawluczyk, Mauricio Becerra, Liberty Teodoro, Bryan M. Spann, James Brewer, Helen Vanderswag, Adam Fleisher, Judith L. Heidebrink, Joanne L. Lord, Sara S. Mason, Colleen S. Albers, David Knopman, Kris Johnson, Rachelle S. Doody, Javier Villanueva-Meyer, Valory Pavlik, Victoria Shibley, Munir Chowdhury, Susan Rountree, Mimi Dang, Yaakov Stern, Lawrence S. Honig, Karen L. Bell, Beau Ances, Maria Carroll, Mary L. Creech, Mark A. Mintun, Stacy Schneider, Angela Oliver, Daniel Marson, David Geldmacher, Marissa Natelson Love, Randall Griffith, David Clark, John Brockington, Erik Roberson, Hillel Grossman, Effie Mitsis, Raj C. Shah, Leyla deToledo-Morrell, Ranjan Duara, Maria T. Greig-Custo, Warren Barker, Chiadi Onyike, Daniel D'Agostino, Stephanie Kielb, Martin Sadowski, Mohammed O. Sheikh, Ulysse Anaztasia, Gaikwad Mrunalini, P. Murali Doraiswamy, Jeffrey R. Petrella, Salvador Borges-Neto, Terence Z. Wong, Edward Coleman, Steven E. Arnold, Jason H. Karlawish, David A. Wolk, Christopher M. Clark, Charles D. Smith, Greg Jicha, Peter Hardy, Partha Sinha, Elizabeth Oates, Gary Conrad, Oscar L. Lopez, MaryAnn Oakley, Donna M. Simpson, Anton P. Porsteinsson, Bonnie S. Goldstein, Kim Martin, Kelly M. Makino, M. Saleem Ismail, Connie Brand, Steven G. Potkin, Adrian Preda, Dana Nguyen, Kyle Womack, Dana Mathews, Mary Quiceno, Allan I. Levey, James J. Lah, Janet S. Cellar, Jeffrey M. Burns, Russell H. Swerdlow, William M. Brooks, Liana Apostolova, Kathleen Tingus, Ellen Woo, Daniel H.S. Silverman, Po H. Lu, George Bartzokis, Neill R Graff-Radford, Francine Parfitt, Kim Poki-Walker, Martin R. Farlow, Ann Marie Hake, Brandy R. Matthews, Jared R. Brosch, Scott Herring, Christopher H. van Dyck, Richard E. Carson, Martha G. MacAvoy, Pradeep Varma, Howard Chertkow, Howard Bergman, Chris Hosein, Sandra Black, Bojana Stefanovic, Curtis Caldwell, Ging-Yuek Robin Hsiung, Benita Mudge, Vesna Sossi, Howard Feldman, Michele Assaly, Elizabeth Finger, Stephen Pasternack, Irina Rachisky, Dick Trost, Andrew Kertesz, Charles Bernick, Donna Munic, Marek-Marsel Mesulam, Emily Rogalski, Kristine Lipowski, Sandra Weintraub, Borna Bonakdarpour, Diana Kerwin, Chuang-Kuo Wu, Nancy Johnson, Carl Sadowsky, Teresa Villena, Raymond Scott Turner, Kathleen Johnson, Brigid Reynolds, Reisa A. Sperling, Keith A. Johnson, Gad Marshall, Jerome Yesavage, Joy L. Taylor, Barton Lane, Allyson Rosen, Jared Tinklenberg, Marwan N. Sabbagh, Christine M. Belden, Sandra A. Jacobson, Sherye A. Sirrel, Neil Kowall, Ronald Killiany, Andrew E. Budson, Alexander Norbash, Patricia Lynn Johnson, Thomas O. Obisesan, Saba Wolday, Joanne Allard, Alan Lerner, Paula Ogrocki, Curtis Tatsuoka, Parianne Fatica, Evan Fletcher, Pauline Maillard, John Olichney, Charles DeCarli, Owen Carmichael, Smita Kittur, Michael Borrie, T-Y Lee, Rob Bartha, Sterling Johnson, Sanjay Asthana, Cynthia M. Carlsson, Pierre Tariot, Anna Burke, Ann Marie Milliken, Nadira Trncic, Stephanie Reeder, Vernice Bates, Horacio Capote, Michelle Rainka, Douglas W. Scharre, Maria Kataki, Brendan Kelley, Earl A. Zimmerman, Dzintra Celmins, Alice D. Brown, Godfrey D. Pearlson, Karen Blank, Karen Anderson, Laura A. Flashman, Marc Seltzer, Mary L. Hynes, Robert B. Santulli, Kaycee M. Sink, Gordineer Leslie, Jeff D. Williamson, Pradeep Garg, Franklin Watkins, Brian R. Ott, Geoffrey Tremont, Lori A. Daiello, Stephen Salloway, Paul Malloy, Stephen Correia, Howard J. Rosen, Bruce L. Miller, David Perry, Jacobo Mintzer, Kenneth Spicer, David Bachman, Stephen Pasternak, Irina Rachinsky, John Rogers, Dick Drost, Nunzio Pomara, Raymundo Hernando, Antero Sarrael, Susan K. Schultz, Karen Ekstam Smith, Hristina Koleva, Ki Won Nam, Hyungsub Shim, Norman Relkin, Gloria Chiang, Michael Lin, Lisa Ravdin, Amanda Smith, Balebail Ashok Raj, Kristin Fargher, Thomas Neylan, Jordan Grafman, Gessert Devon, Davis Melissa, Rosemary Morrison, Hayes Jacqueline, Finley Shannon, Kantarci Kejal, Ward Chad, Erin Householder, Crawford Karen, Neu Scott, Friedl Karl, Becerra Mauricio, Debra Fleischman, Konstantinos Arfanakis, Daniel Varon, Maria T Greig, Olga James, Bonnie Goldstein, Kimberly S. Martin, Dino Massoglia, Olga Brawman-Mintzer, Walter Martinez, Howard Rosen, Kelly Behan, Sterling C. Johnson, J. Jay Fruehling, Sandra Harding, Elaine R. Peskind, Eric C. Petrie, Gail Li, Jerome A. Yesavage, Ansgar J. Furst, Steven Chao, Scott Mackin, Rema Raman, Erin Drake, Mike Donohue, Gustavo Jimenez, Kelly Harless, Jennifer Salazar, Yuliana Cabrera, Lindsey Hergesheimer, Elizabeth Shaffer, Craig Nelson, David Bickford, Meryl Butters, Michelle Zmuda, Denise Reyes, Kelley M. Faber, Kelly N. Nudelman, Yiu Ho Au, Kelly Scherer, Daniel Catalinotto, Samuel Stark, Elise Ong, and Dariella Fernandez

Subjects
sparse principal component analysis, PCA, canonical correlation analysis, CCA, data fusion, mild cognitive impairment, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571
Abstract

Collecting multiple modalities of neuroimaging data on the same subject is increasingly becoming the norm in clinical practice and research. Fusing multiple modalities to find related patterns is a challenge in neuroimaging analysis. Canonical correlation analysis (CCA) is commonly used as a symmetric data fusion technique to find related patterns among multiple modalities. In CCA-based data fusion, principal component analysis (PCA) is frequently applied as a preprocessing step to reduce data dimension followed by CCA on dimension-reduced data. PCA, however, does not differentiate between informative voxels from non-informative voxels in the dimension reduction step. Sparse PCA (sPCA) extends traditional PCA by adding sparse regularization that assigns zero weights to non-informative voxels. In this study, sPCA is incorporated into CCA-based fusion analysis and applied on neuroimaging data. A cross-validation method is developed and validated to optimize the parameters in sPCA. Different simulations are carried out to evaluate the improvement by introducing sparsity constraint to PCA. Four fusion methods including sPCA+CCA, PCA+CCA, parallel ICA and sparse CCA were applied on structural and functional magnetic resonance imaging data of mild cognitive impairment subjects and normal controls. Our results indicate that sPCA significantly can reduce the impact of non-informative voxels and lead to improved statistical power in uncovering disease-related patterns by a fusion analysis.

Published
2019
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34. Quantitative 18F-AV1451 Brain Tau PET Imaging in Cognitively Normal Older Adults, Mild Cognitive Impairment, and Alzheimer's Disease Patients

Author

Qian Zhao, Min Liu, Lingxia Ha, Yun Zhou, Alzheimer's Disease Neuroimaging Initiative, Michael W. Weiner, Paul Aisen, Michael Weiner, Ronald Petersen, Clifford R. Jack, William Jagust, John Q. Trojanowki, Arthur W. Toga, Laurel Beckett, Robert C. Green, Andrew J. Saykin, John Morris, Leslie M. Shaw, Zaven Khachaturian, Greg Sorensen, Maria Carrillo, Lew Kuller, Marc Raichle, Steven Paul, Peter Davies, Howard Fillit, Franz Hefti, David Holtzman, M. Marcel Mesulam, William Potter, Peter Snyder, Adam Schwartz, Tom Montine, Ronald G. Thomas, Michael Donohue, Sarah Walter, Devon Gessert, Tamie Sather, Gus Jiminez, Archana B. Balasubramanian, Jennifer Mason, Iris Sim, Danielle Harvey, Matthew Bernstein, Nick Fox, Paul Thompson, Norbert Schuff, Charles DeCArli, Bret Borowski, Jeff Gunter, Matt Senjem, Prashanthi Vemuri, David Jones, Kejal Kantarci, Chad Ward, Robert A. Koeppe, Norm Foster, Eric M. Reiman, Kewei Chen, Chet Mathis, Susan Landau, John C. Morris, Nigel J. Cairns, Erin Franklin, Lisa Taylor-Reinwald, Virginia Lee, Magdalena Korecka, Michal Figurski, Karen Crawford, Scott Neu, Tatiana M. Foroud, Steven Potkin, Li Shen, Kelley Faber, Sungeun Kim, Kwangsik Nho, Lean Thal, Leon Thal, Neil Buckholtz, Peter J. Snyder, Marilyn Albert, Richard Frank, John Hsiao, Jeffrey Kaye, Joseph Quinn, Lisa Silbert, Betty Lind, Raina Carter, Sara Dolen, Lon S. Schneider, Sonia Pawluczyk, Mauricio Becerra, Liberty Teodoro, Bryan M. Spann, James Brewer, Helen Vanderswag, Adam Fleisher, Judith L. Heidebrink, Joanne L. Lord, Sara S. Mason, Colleen S. Albers, David Knopman, Kris Johnson, Rachelle S. Doody, Javier Villanueva-Meyer, Valory Pavlik, Victoria Shibley, Munir Chowdhury, Susan Rountree, Mimi Dang, Yaakov Stern, Lawrence S. Honig, Karen L. Bell, Beau Ances, Maria Carroll, Mary L. Creech, Mark A. Mintun, Stacy Schneider, Angela Oliver, Daniel Marson, David Geldmacher, Marissa Natelson Love, Randall Griffith, David Clark, John Brockington, Erik Roberson, Hillel Grossman, Effie Mitsis, Raj C. Shah, Leyla deToledo-Morrell, Ranjan Duara, Maria T. Greig-Custo, Warren Barker, Chiadi Onyike, Daniel D'Agostino, Stephanie Kielb, Martin Sadowski, Mohammed O. Sheikh, Ulysse Anaztasia, Gaikwad Mrunalini, P. Murali Doraiswamy, Jeffrey R. Petrella, Salvador Borges-Neto, Terence Z. Wong, Edward Coleman, Steven E. Arnold, Jason H. Karlawish, David A. Wolk, Christopher M. Clark, Charles D. Smith, Greg Jicha, Peter Hardy, Partha Sinha, Elizabeth Oates, Gary Conrad, Oscar L. Lopez, MaryAnn Oakley, Donna M. Simpson, Anton P. Porsteinsson, Bonnie S. Goldstein, Kim Martin, Kelly M. Makino, M. Saleem Ismail, Connie Brand, Steven G. Potkin, Adrian Preda, Dana Nguyen, Kyle Womack, Dana Mathews, Mary Quiceno, Allan I. Levey, James J. Lah, Janet S. Cellar, Jeffrey M. Burns, Russell H. Swerdlow, William M. Brooks, Liana Apostolova, Kathleen Tingus, Ellen Woo, Daniel H.S. Silverman, Po H. Lu, George Bartzokis, Neill R Graff-Radford, Francine Parfitt, Kim Poki-Walker, Martin R. Farlow, Ann Marie Hake, Brandy R. Matthews, Jared R. Brosch, Scott Herring, Christopher H. van Dyck, Richard E. Carson, Martha G. MacAvoy, Pradeep Varma, Howard Chertkow, Howard Bergman, Chris Hosein, Sandra Black, Bojana Stefanovic, Curtis Caldwell, Ging-Yuek Robin Hsiung, Benita Mudge, Vesna Sossi, Howard Feldman, Michele Assaly, Elizabeth Finger, Stephen Pasternack, Irina Rachisky, Dick Trost, Andrew Kertesz, Charles Bernick, Donna Munic, Marek-Marsel Mesulam, Emily Rogalski, Kristine Lipowski, Sandra Weintraub, Borna Bonakdarpour, Diana Kerwin, Chuang-Kuo Wu, Nancy Johnson, Carl Sadowsky, Teresa Villena, Raymond Scott Turner, Kathleen Johnson, Brigid Reynolds, Reisa A. Sperling, Keith A. Johnson, Gad Marshall, Jerome Yesavage, Joy L. Taylor, Barton Lane, Allyson Rosen, Jared Tinklenberg, Marwan N. Sabbagh, Christine M. Belden, Sandra A. Jacobson, Sherye A. Sirrel, Neil Kowall, Ronald Killiany, Andrew E. Budson, Alexander Norbash, Patricia Lynn Johnson, Thomas O. Obisesan, Saba Wolday, Joanne Allard, Alan Lerner, Paula Ogrocki, Curtis Tatsuoka, Parianne Fatica, Evan Fletcher, Pauline Maillard, John Olichney, Charles DeCarli, Owen Carmichael, Smita Kittur, Michael Borrie, T-Y Lee, Rob Bartha, Sterling Johnson, Sanjay Asthana, Cynthia M. Carlsson, Pierre Tariot, Anna Burke, Ann Marie Milliken, Nadira Trncic, Stephanie Reeder, Vernice Bates, Horacio Capote, Michelle Rainka, Douglas W. Scharre, Maria Kataki, Brendan Kelley, Earl A. Zimmerman, Dzintra Celmins, Alice D. Brown, Godfrey D. Pearlson, Karen Blank, Karen Anderson, Laura A. Flashman, Marc Seltzer, Mary L. Hynes, Robert B. Santulli, Kaycee M. Sink, Gordineer Leslie, Jeff D. Williamson, Pradeep Garg, Franklin Watkins, Brian R. Ott, Geoffrey Tremont, Lori A. Daiello, Stephen Salloway, Paul Malloy, Stephen Correia, Howard J. Rosen, Bruce L. Miller, David Perry, Jacobo Mintzer, Kenneth Spicer, David Bachman, Stephen Pasternak, Irina Rachinsky, John Rogers, Dick Drost, Nunzio Pomara, Raymundo Hernando, Antero Sarrael, Susan K. Schultz, Karen Ekstam Smith, Hristina Koleva, Ki Won Nam, Hyungsub Shim, Norman Relkin, Gloria Chiang, Michael Lin, Lisa Ravdin, Amanda Smith, Balebail Ashok Raj, Kristin Fargher, Thomas Neylan, Jordan Grafman, Gessert Devon, Davis Melissa, Rosemary Morrison, Hayes Jacqueline, Finley Shannon, Kantarci Kejal, Ward Chad, Erin Householder, Crawford Karen, Neu Scott, Friedl Karl, Becerra Mauricio, Debra Fleischman, Konstantinos Arfanakis, Daniel Varon, Maria T Greig, Olga James, Bonnie Goldstein, Kimberly S. Martin, Dino Massoglia, Olga Brawman-Mintzer, Walter Martinez, Howard Rosen, Kelly Behan, Sterling C. Johnson, J. Jay Fruehling, Sandra Harding, Elaine R. Peskind, Eric C. Petrie, Gail Li, Jerome A. Yesavage, Ansgar J. Furst, Steven Chao, Scott Mackin, Rema Raman, Erin Drake, Mike Donohue, Gustavo Jimenez, Kelly Harless, Jennifer Salazar, Yuliana Cabrera, Lindsey Hergesheimer, Elizabeth Shaffer, Craig Nelson, David Bickford, Meryl Butters, Michelle Zmuda, Denise Reyes, Kelley M. Faber, Kelly N. Nudelman, Yiu Ho Au, Kelly Scherer, Daniel Catalinotto, Samuel Stark, Elise Ong, and Dariella Fernandez

Subjects
18F-AV1451, Tau PET, cognitively normal, mild cognition impairment, Alzheimer's disease, Neurology. Diseases of the nervous system, RC346-429
Abstract

Recent developments of tau Positron Emission Tomography (PET) allows assessment of regional neurofibrillary tangles (NFTs) deposition in human brain. Among the tau PET molecular probes, 18F-AV1451 is characterized by high selectivity for pathologic tau aggregates over amyloid plaques, limited non-specific binding in white and gray matter, and confined off-target binding. The objectives of the study are (1) to quantitatively characterize regional brain tau deposition measured by 18F-AV1451 PET in cognitively normal older adults (CN), mild cognitive impairment (MCI), and AD participants; (2) to evaluate the correlations between cerebrospinal fluid (CSF) biomarkers or Mini-Mental State Examination (MMSE) and 18F-AV1451 PET standardized uptake value ratio (SUVR); and (3) to evaluate the partial volume effects on 18F-AV1451 brain uptake.Methods: The study included total 115 participants (CN = 49, MCI = 58, and AD = 8) from the Alzheimer's Disease Neuroimaging Initiative (ADNI). Preprocessed 18F-AV1451 PET images, structural MRIs, and demographic and clinical assessments were downloaded from the ADNI database. A reblurred Van Cittertiteration method was used for voxelwise partial volume correction (PVC) on PET images. Structural MRIs were used for PET spatial normalization and region of interest (ROI) definition in standard space. The parametric images of 18F-AV1451 SUVR relative to cerebellum were calculated. The ROI SUVR measurements from PVC and non-PVC SUVR images were compared. The correlation between ROI 18F-AV1451 SUVR and the measurements of MMSE, CSF total tau (t-tau), and phosphorylated tau (p-tau) were also assessed.Results:18F-AV1451 prominently specific binding was found in the amygdala, entorhinal cortex, parahippocampus, fusiform, posterior cingulate, temporal, parietal, and frontal brain regions. Most regional SUVRs showed significantly higher uptake of 18F-AV1451 in AD than MCI and CN participants. SUVRs of small regions like amygdala, entorhinal cortex and parahippocampus were statistically improved by PVC in all groups (p < 0.01). Although there was an increasing tendency of 18F-AV-1451 SUVRs in MCI group compared with CN group, no significant difference of 18F-AV1451 deposition was found between CN and MCI brains with or without PVC (p > 0.05). Declined MMSE score was observed with increasing 18F-AV1451 binding in amygdala, entorhinal cortex, parahippocampus, and fusiform. CSF p-tau was positively correlated with 18F-AV1451 deposition. PVC improved the results of 18F-AV-1451 tau deposition and correlation studies in small brain regions.Conclusion: The typical deposition of 18F-AV1451 tau PET imaging in AD brain was found in amygdala, entorhinal cortex, fusiform and parahippocampus, and these regions were strongly associated with cognitive impairment and CSF biomarkers. Although more deposition was observed in MCI group, the 18F-AV-1451 PET imaging could not differentiate the MCI patients from CN population. More tau deposition related to decreased MMSE score and increased level of CSF p-tau, especially in ROIs of amygdala, entorhinal cortex and parahippocampus. PVC did improve the results of tau deposition and correlation studies in small brain regions and suggest to be routinely used in 18F-AV1451 tau PET quantification.

Published
2019
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35. Bypassing the computational bottleneck of quantum-embedding theories for strong electron correlations with machine learning

Author

John Rogers, Tsung-Han Lee, Sahar Pakdel, Wenhu Xu, Vladimir Dobrosavljević, Yong-Xin Yao, Ove Christiansen, and Nicola Lanatà

Subjects
Physics, QC1-999
Abstract

A cardinal obstacle to performing quantum-mechanical simulations of strongly correlated matter is that, with the theoretical tools presently available, sufficiently accurate computations are often too expensive to be ever feasible. Here we design a computational framework combining quantum-embedding (QE) methods with machine learning. This allows us to bypass altogether the most computationally expensive components of QE algorithms, making their overall cost comparable to bare density functional theory. We perform benchmark calculations of a series of actinide systems, where our method accurately describes the correlation effects, reducing by orders of magnitude the computational cost. We argue that, by producing a larger-scale set of training data, it will be possible to apply our method to systems with arbitrary stoichiometries and crystal structures, paving the way to virtually infinite applications in condensed matter physics, chemistry, and materials science.

Published
2021
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36. Facing Partisan Conflict: 'How Social Studies Educators Can Lead Towards a Diverse Democracy'

Author

Joseph Kahne and John Rogers

Abstract

A diverse democracy brings together people whose differences include partisan leanings, life experiences, histories, religious beliefs, racial identities, and sexual orientations to address common problems and build a shared future. Social studies educators can help prepare youth to pursue this goal by advancing core commitments to respectful and evidence-based dialog, informed inquiry, robust civil liberties, and the dignity of fellow participants. The authors briefly explore the broad political context that makes this work both challenging and important. The authors then consider three priorities for social studies educators to consider as they work to advance partnerships as a means of protecting and promoting the democratic aims of education that are so vital today. Framing and communicating the purpose of education for the broader community, advocating for professional learning, and expanding extracurricular opportunities for students to practice participation in a diverse democracy will require partnerships with a range of stakeholders.

Published
2024

37. Elementary principals’ social construction of parents of color and working class parents: Disrupting or reproducing conflicting and deficit orientations of education policy?

Author

Melanie Bertrand, Rhoda Freelon, and John Rogers

Subjects
Principals, Parents, Racism, Social Class, Education
Abstract

School principals, contending with competing characterizations of parents in education policy and society, may view parents in a number of ways. Two common understandings portray parents as authentic partners or, in contrast, simply supporters of the school’s agenda. This paper explores these characterizations by considering the possible link between principals’ understandings of parents and their approaches to parent engagement and/or shared decision making, especially in light of the ways that the social context and education policy construct parents of color and working class parents as deficient. We use the lens of social construction of target populations to add to the currently minimal literature that directly examines principals’ views of parents. We report findings of a multi-phase analysis of surveys of 667 elementary principals in the state of California and interviews with a subgroup of 34 of these principals. We explore how principals structured parent engagement and conceived of the goals and rationales for parent workshops, illustrating how they socially constructed the target population of parents, particularly parents of color and working class parents. We find that principals often constructed parents in terms of deficiencies and as needing to learn to better support school goals. Our findings have profound implications for advancing equity in schools.

Published
2018
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38. Soft, stretchable, epidermal sensor with integrated electronics and photochemistry for measuring personal UV exposures.

Author

Yunzhou Shi, Megan Manco, Dominique Moyal, Gil Huppert, Hitoshi Araki, Anthony Banks, Hemant Joshi, Richard McKenzie, Alex Seewald, Guy Griffin, Ellora Sen-Gupta, Donald Wright, Philippe Bastien, Florent Valceschini, Sophie Seité, John A Wright, Roozbeh Ghaffari, John Rogers, Guive Balooch, and Rafal M Pielak

Subjects
Medicine, Science
Abstract

Excessive ultraviolet (UV) radiation induces acute and chronic effects on the skin, eye and immune system. Personalized monitoring of UV radiation is thus paramount to measure the extent of personal sun exposure, which could vary with environment, lifestyle, and sunscreen use. Here, we demonstrate an ultralow modulus, stretchable, skin-mounted UV patch that measures personal UV doses. The patch contains functional layers of ultrathin stretchable electronics and a photosensitive patterned dye that reacts to UV radiation. Color changes in the photosensitive dyes correspond to UV radiation intensity and are analyzed with a smartphone camera. A software application has feature recognition, lighting condition correction, and quantification algorithms that detect and quantify changes in color. These color changes are then correlated with corresponding shifts in UV dose, and compared to existing UV dose risk levels. The soft mechanics of the UV patch allow for multi-day wear in the presence of sunscreen and water. Two evaluation studies serve to demonstrate the utility of the UV patch during daily activities with and without sunscreen application.

Published
2018
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39. Predictor Role of Profession in Explaining Personal Value Priorities and Conflicts between Construction Stakeholders

Author

Babak Panahi, Elena Moezzi, Christopher Preece, Wan Zakaria, and John Rogers

Subjects
Construction stakeholders, project consultants, profession, personal values, conflict., Engineering economy, TA177.4-185, Building construction, TH1-9745
Abstract

This study investigated the relationship between “profession” and personal values to explain the potential conflicts between various groups of construction stakeholders. In this study, personal values of three professional groups of project consultants including architects, engineers, and quantity surveyors were assessed through questionnaire survey in the Malaysian construction industry. Using comparative analysis, the personal value priorities and conflicts between these professional groups of stakeholders were identified. The research findings indicated dissimilar patterns of personal values which explain potential conflicts between the stakeholders with different professions in the Malaysian construction industry. Therefore, this research confirmed the predictor role of “profession” variable in explaining personal values although this relationship was an ambiguous issue in the extant literature. This research, through identifying the value priorities of different groups of construction stakeholders, provides better understanding of their different needs, expectations, and preferences which would help project managers to have better perception of the potential conflicts between these groups of construction stakeholders.

Published
2015
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40. Corrigendum: Conversion Discriminative Analysis on Mild Cognitive Impairment Using Multiple Cortical Features from MR Images

Author

Shengwen Guo, Chunren Lai, Congling Wu, Guiyin Cen, The Alzheimer's Disease Neuroimaging Initiative, Michael W. Weiner, Paul Aisen, Michael Weiner, Ronald Petersen, Clifford R. Jack, William Jagust, John Q. Trojanowki, Arthur W. Toga, Laurel Beckett, Robert C. Green, Andrew J. Saykin, John Morris, Leslie M. Shaw, Zaven Khachaturian, Greg Sorensen, Maria Carrillo, Lew Kuller, Marc Raichle, Steven Paul, Peter Davies, Howard Fillit, Franz Hefti, David Holtzman, M. Marcel Mesulam, William Potter, Peter Snyder, Adam Schwartz, Tom Montine, Ronald G. Thomas, Michael Donohue, Sarah Walter, Devon Gessert, Tamie Sather, Gus Jiminez, Archana B. Balasubramanian, Jennifer Mason, Iris Sim, Danielle Harvey, Matthew Bernstein, Nick Fox, Paul Thompson, Norbert Schuff, Charles DeCArli, Bret Borowski, Jeff Gunter, Matt Senjem, Prashanthi Vemuri, David Jones, Kejal Kantarci, Chad Ward, Robert A. Koeppe, Norm Foster, Eric M. Reiman, Kewei Chen, Chet Mathis, Susan Landau, John C. Morris, Nigel J. Cairns, Erin Franklin, Lisa Taylor-Reinwald, Virginia Lee, Magdalena Korecka, Michal Figurski, Karen Crawford, Scott Neu, Tatiana M. Foroud, Steven Potkin, Li Shen, Kelley Faber, Sungeun Kim, Kwangsik Nho, Lean Thal, Leon Thal, Neil Buckholtz, Peter J. Snyder, Marilyn Albert, Richard Frank, John Hsiao, Jeffrey Kaye, Joseph Quinn, Lisa Silbert, Betty Lind, Raina Carter, Sara Dolen, Lon S. Schneider, Sonia Pawluczyk, Mauricio Becerra, Liberty Teodoro, Bryan M. Spann, James Brewer, Helen Vanderswag, Adam Fleisher, Judith L. Heidebrink, Joanne L. Lord, Sara S. Mason, Colleen S. Albers, David Knopman, Kris Johnson, Rachelle S. Doody, Javier Villanueva-Meyer, Valory Pavlik, Victoria Shibley, Munir Chowdhury, Susan Rountree, Mimi Dang, Yaakov Stern, Lawrence S. Honig, Karen L. Bell, Beau Ances, Maria Carroll, Mary L. Creech, Mark A. Mintun, Stacy Schneider, Angela Oliver, Daniel Marson, David Geldmacher, Marissa Natelson Love, Randall Griffith, David Clark, John Brockington, Erik Roberson, Hillel Grossman, Effie Mitsis, Raj C. Shah, Leyla deToledo-Morrell, Ranjan Duara, Maria T. Greig-Custo, Warren Barker, Chiadi Onyike, Daniel D'Agostino, Stephanie Kielb, Martin Sadowski, Mohammed O. Sheikh, Ulysse Anaztasia, Gaikwad Mrunalini, P. Murali Doraiswamy, Jeffrey R. Petrella, Salvador Borges-Neto, Terence Z. Wong, Edward Coleman, Steven E. Arnold, Jason H. Karlawish, David A. Wolk, Christopher M. Clark, Charles D. Smith, Greg Jicha, Peter Hardy, Partha Sinha, Elizabeth Oates, Gary Conrad, Oscar L. Lopez, MaryAnn Oakley, Donna M. Simpson, Anton P. Porsteinsson, Bonnie S. Goldstein, Kim Martin, Kelly M. Makino, M. Saleem Ismail, Connie Brand, Steven G. Potkin, Adrian Preda, Dana Nguyen, Kyle Womack, Dana Mathews, Mary Quiceno, Allan I. Levey, James J. Lah, Janet S. Cellar, Jeffrey M. Burns, Russell H. Swerdlow, William M. Brooks, Liana Apostolova, Kathleen Tingus, Ellen Woo, Daniel H.S. Silverman, Po H. Lu, George Bartzokis, Neill R Graff-Radford, Francine Parfitt, Kim Poki-Walker, Martin R. Farlow, Ann Marie Hake, Brandy R. Matthews, Jared R. Brosch, Scott Herring, Christopher H. van Dyck, Richard E. Carson, Martha G. MacAvoy, Pradeep Varma, Howard Chertkow, Howard Bergman, Chris Hosein, Sandra Black, Bojana Stefanovic, Curtis Caldwell, Ging-Yuek Robin Hsiung, Benita Mudge, Vesna Sossi, Howard Feldman, Michele Assaly, Elizabeth Finger, Stephen Pasternack, Irina Rachisky, Dick Trost, Andrew Kertesz, Charles Bernick, Donna Munic, Marek-Marsel Mesulam, Emily Rogalski, Kristine Lipowski, Sandra Weintraub, Borna Bonakdarpour, Diana Kerwin, Chuang-Kuo Wu, Nancy Johnson, Carl Sadowsky, Teresa Villena, Raymond Scott Turner, Kathleen Johnson, Brigid Reynolds, Reisa A. Sperling, Keith A. Johnson, Gad Marshall, Jerome Yesavage, Joy L. Taylor, Barton Lane, Allyson Rosen, Jared Tinklenberg, Marwan N. Sabbagh, Christine M. Belden, Sandra A. Jacobson, Sherye A. Sirrel, Neil Kowall, Ronald Killiany, Andrew E. Budson, Alexander Norbash, Patricia Lynn Johnson, Thomas O. Obisesan, Saba Wolday, Joanne Allard, Alan Lerner, Paula Ogrocki, Curtis Tatsuoka, Parianne Fatica, Evan Fletcher, Pauline Maillard, John Olichney, Charles DeCarli, Owen Carmichael, Smita Kittur, Michael Borrie, T-Y Lee, Rob Bartha, Sterling Johnson, Sanjay Asthana, Cynthia M. Carlsson, Pierre Tariot, Anna Burke, Ann Marie Milliken, Nadira Trncic, Stephanie Reeder, Vernice Bates, Horacio Capote, Michelle Rainka, Douglas W. Scharre, Maria Kataki, Brendan Kelley, Earl A. Zimmerman, Dzintra Celmins, Alice D. Brown, Godfrey D. Pearlson, Karen Blank, Karen Anderson, Laura A. Flashman, Marc Seltzer, Mary L. Hynes, Robert B. Santulli, Kaycee M. Sink, Gordineer Leslie, Jeff D. Williamson, Pradeep Garg, Franklin Watkins, Brian R. Ott, Geoffrey Tremont, Lori A. Daiello, Stephen Salloway, Paul Malloy, Stephen Correia, Howard J. Rosen, Bruce L. Miller, David Perry, Jacobo Mintzer, Kenneth Spicer, David Bachman, Stephen Pasternak, Irina Rachinsky, John Rogers, Dick Drost, Nunzio Pomara, Raymundo Hernando, Antero Sarrael, Susan K. Schultz, Karen Ekstam Smith, Hristina Koleva, Ki Won Nam, Hyungsub Shim, Norman Relkin, Gloria Chiang, Michael Lin, Lisa Ravdin, Amanda Smith, Balebail Ashok Raj, Kristin Fargher, Thomas Neylan, Jordan Grafman, Gessert Devon, Davis Melissa, Rosemary Morrison, Hayes Jacqueline, Finley Shannon, Kantarci Kejal, Ward Chad, Erin Householder, Crawford Karen, Neu Scott, Friedl Karl, Becerra Mauricio, Debra Fleischman, Konstantinos Arfanakis, Daniel Varon, Maria T Greig, Olga James, Bonnie Goldstein, Kimberly S. Martin, Dino Massoglia, Olga Brawman-Mintzer, Walter Martinez, Howard Rosen, Kelly Behan, Sterling C. Johnson, J. Jay Fruehling, Sandra Harding, Elaine R. Peskind, Eric C. Petrie, Gail Li, Jerome A. Yesavage, Ansgar J. Furst, and Steven Chao

Subjects
mild cognitive impairment, conversion, cortical feature, sparse-constrained regression, feature reduction, classification, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571
Published
2017
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41. Conversion Discriminative Analysis on Mild Cognitive Impairment Using Multiple Cortical Features from MR Images

Author

Shengwen Guo, Chunren Lai, Congling Wu, Guiyin Cen, The Alzheimer's Disease Neuroimaging Initiative, Michael W. Weiner, Paul Aisen, Michael Weiner, Ronald Petersen, Clifford R. Jack, William Jagust, John Q. Trojanowki, Arthur W. Toga, Laurel Beckett, Robert C. Green, Andrew J. Saykin, John Morris, Leslie M. Shaw, Zaven Khachaturian, Greg Sorensen, Maria Carrillo, Lew Kuller, Marc Raichle, Steven Paul, Peter Davies, Howard Fillit, Franz Hefti, David Holtzman, M. Marcel Mesulam, William Potter, Peter Snyder, Adam Schwartz, Tom Montine, Ronald G. Thomas, Michael Donohue, Sarah Walter, Devon Gessert, Tamie Sather, Gus Jiminez, Archana B. Balasubramanian, Jennifer Mason, Iris Sim, Danielle Harvey, Matthew Bernstein, Nick Fox, Paul Thompson, Norbert Schuff, Charles DeCArli, Bret Borowski, Jeff Gunter, Matt Senjem, Prashanthi Vemuri, David Jones, Kejal Kantarci, Chad Ward, Robert A. Koeppe, Norm Foster, Eric M. Reiman, Kewei Chen, Chet Mathis, Susan Landau, John C. Morris, Nigel J. Cairns, Erin Franklin, Lisa Taylor-Reinwald, Virginia Lee, Magdalena Korecka, Michal Figurski, Karen Crawford, Scott Neu, Tatiana M. Foroud, Steven Potkin, Li Shen, Kelley Faber, Sungeun Kim, Kwangsik Nho, Lean Thal, Leon Thal, Neil Buckholtz, Peter J. Snyder, Marilyn Albert, Richard Frank, John Hsiao, Jeffrey Kaye, Joseph Quinn, Lisa Silbert, Betty Lind, Raina Carter, Sara Dolen, Lon S. Schneider, Sonia Pawluczyk, Mauricio Becerra, Liberty Teodoro, Bryan M. Spann, James Brewer, Helen Vanderswag, Adam Fleisher, Judith L. Heidebrink, Joanne L. Lord, Sara S. Mason, Colleen S. Albers, David Knopman, Kris Johnson, Rachelle S. Doody, Javier Villanueva-Meyer, Valory Pavlik, Victoria Shibley, Munir Chowdhury, Susan Rountree, Mimi Dang, Yaakov Stern, Lawrence S. Honig, Karen L. Bell, Beau Ances, Maria Carroll, Mary L. Creech, Mark A. Mintun, Stacy Schneider, Angela Oliver, Daniel Marson, David Geldmacher, Marissa Natelson Love, Randall Griffith, David Clark, John Brockington, Erik Roberson, Hillel Grossman, Effie Mitsis, Raj C. Shah, Leyla deToledo-Morrell, Ranjan Duara, Maria T. Greig-Custo, Warren Barker, Chiadi Onyike, Daniel D'Agostino, Stephanie Kielb, Martin Sadowski, Mohammed O. Sheikh, Ulysse Anaztasia, Gaikwad Mrunalini, P. Murali Doraiswamy, Jeffrey R. Petrella, Salvador Borges-Neto, Terence Z. Wong, Edward Coleman, Steven E. Arnold, Jason H. Karlawish, David A. Wolk, Christopher M. Clark, Charles D. Smith, Greg Jicha, Peter Hardy, Partha Sinha, Elizabeth Oates, Gary Conrad, Oscar L. Lopez, MaryAnn Oakley, Donna M. Simpson, Anton P. Porsteinsson, Bonnie S. Goldstein, Kim Martin, Kelly M. Makino, M. Saleem Ismail, Connie Brand, Steven G. Potkin, Adrian Preda, Dana Nguyen, Kyle Womack, Dana Mathews, Mary Quiceno, Allan I. Levey, James J. Lah, Janet S. Cellar, Jeffrey M. Burns, Russell H. Swerdlow, William M. Brooks, Liana Apostolova, Kathleen Tingus, Ellen Woo, Daniel H.S. Silverman, Po H. Lu, George Bartzokis, Neill R Graff-Radford, Francine Parfitt, Kim Poki-Walker, Martin R. Farlow, Ann Marie Hake, Brandy R. Matthews, Jared R. Brosch, Scott Herring, Christopher H. van Dyck, Richard E. Carson, Martha G. MacAvoy, Pradeep Varma, Howard Chertkow, Howard Bergman, Chris Hosein, Sandra Black, Bojana Stefanovic, Curtis Caldwell, Ging-Yuek Robin Hsiung, Benita Mudge, Vesna Sossi, Howard Feldman, Michele Assaly, Elizabeth Finger, Stephen Pasternack, Irina Rachisky, Dick Trost, Andrew Kertesz, Charles Bernick, Donna Munic, Marek-Marsel Mesulam, Emily Rogalski, Kristine Lipowski, Sandra Weintraub, Borna Bonakdarpour, Diana Kerwin, Chuang-Kuo Wu, Nancy Johnson, Carl Sadowsky, Teresa Villena, Raymond Scott Turner, Kathleen Johnson, Brigid Reynolds, Reisa A. Sperling, Keith A. Johnson, Gad Marshall, Jerome Yesavage, Joy L. Taylor, Barton Lane, Allyson Rosen, Jared Tinklenberg, Marwan N. Sabbagh, Christine M. Belden, Sandra A. Jacobson, Sherye A. Sirrel, Neil Kowall, Ronald Killiany, Andrew E. Budson, Alexander Norbash, Patricia Lynn Johnson, Thomas O. Obisesan, Saba Wolday, Joanne Allard, Alan Lerner, Paula Ogrocki, Curtis Tatsuoka, Parianne Fatica, Evan Fletcher, Pauline Maillard, John Olichney, Charles DeCarli, Owen Carmichael, Smita Kittur, Michael Borrie, T-Y Lee, Rob Bartha, Sterling Johnson, Sanjay Asthana, Cynthia M. Carlsson, Pierre Tariot, Anna Burke, Ann Marie Milliken, Nadira Trncic, Stephanie Reeder, Vernice Bates, Horacio Capote, Michelle Rainka, Douglas W. Scharre, Maria Kataki, Brendan Kelley, Earl A. Zimmerman, Dzintra Celmins, Alice D. Brown, Godfrey D. Pearlson, Karen Blank, Karen Anderson, Laura A. Flashman, Marc Seltzer, Mary L. Hynes, Robert B. Santulli, Kaycee M. Sink, Gordineer Leslie, Jeff D. Williamson, Pradeep Garg, Franklin Watkins, Brian R. Ott, Geoffrey Tremont, Lori A. Daiello, Stephen Salloway, Paul Malloy, Stephen Correia, Howard J. Rosen, Bruce L. Miller, David Perry, Jacobo Mintzer, Kenneth Spicer, David Bachman, Stephen Pasternak, Irina Rachinsky, John Rogers, Dick Drost, Nunzio Pomara, Raymundo Hernando, Antero Sarrael, Susan K. Schultz, Karen Ekstam Smith, Hristina Koleva, Ki Won Nam, Hyungsub Shim, Norman Relkin, Gloria Chiang, Michael Lin, Lisa Ravdin, Amanda Smith, Balebail Ashok Raj, Kristin Fargher, Thomas Neylan, Jordan Grafman, Gessert Devon, Davis Melissa, Rosemary Morrison, Hayes Jacqueline, Finley Shannon, Kantarci Kejal, Ward Chad, Erin Householder, Crawford Karen, Neu Scott, Friedl Karl, Becerra Mauricio, Debra Fleischman, Konstantinos Arfanakis, Daniel Varon, Maria T Greig, Olga James, Bonnie Goldstein, Kimberly S. Martin, Dino Massoglia, Olga Brawman-Mintzer, Walter Martinez, Howard Rosen, Kelly Behan, Sterling C. Johnson, J. Jay Fruehling, Sandra Harding, Elaine R. Peskind, Eric C. Petrie, Gail Li, Jerome A. Yesavage, Ansgar J. Furst, and Steven Chao

Subjects
mild cognitive impairment, conversion, cortical feature, sparse-constrained regression, feature reduction, classification, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571
Abstract

Neuroimaging measurements derived from magnetic resonance imaging provide important information required for detecting changes related to the progression of mild cognitive impairment (MCI). Cortical features and changes play a crucial role in revealing unique anatomical patterns of brain regions, and further differentiate MCI patients from normal states. Four cortical features, namely, gray matter volume, cortical thickness, surface area, and mean curvature, were explored for discriminative analysis among three groups including the stable MCI (sMCI), the converted MCI (cMCI), and the normal control (NC) groups. In this study, 158 subjects (72 NC, 46 sMCI, and 40 cMCI) were selected from the Alzheimer's Disease Neuroimaging Initiative. A sparse-constrained regression model based on the l2-1-norm was introduced to reduce the feature dimensionality and retrieve essential features for the discrimination of the three groups by using a support vector machine (SVM). An optimized strategy of feature addition based on the weight of each feature was adopted for the SVM classifier in order to achieve the best classification performance. The baseline cortical features combined with the longitudinal measurements for 2 years of follow-up data yielded prominent classification results. In particular, the cortical thickness produced a classification with 98.84% accuracy, 97.5% sensitivity, and 100% specificity for the sMCI–cMCI comparison; 92.37% accuracy, 84.78% sensitivity, and 97.22% specificity for the cMCI–NC comparison; and 93.75% accuracy, 92.5% sensitivity, and 94.44% specificity for the sMCI–NC comparison. The best performances obtained by the SVM classifier using the essential features were 5–40% more than those using all of the retained features. The feasibility of the cortical features for the recognition of anatomical patterns was certified; thus, the proposed method has the potential to improve the clinical diagnosis of sub-types of MCI and predict the risk of its conversion to Alzheimer's disease.

Published
2017
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42. Open scholarship and research management

Author

John Rogers

Subjects
Bibliography. Library science. Information resources
Abstract

Open scholarship is one of the most profound influences on the research landscape. It is shaping institutional policy and strategy, changing scholarly behaviour, and raising substantial questions about infrastructure and investment. Whilst undoubtedly challenging, adapting to an open scholarship environment presents enormous opportunities for research organizations and the research management and knowledge and communications professions. This article sets out some of these issues from the perspective of a university research manager.

Published
2014
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43. The covert mechanisms of education policy discourse: Unmasking policy insiders’ discourses and discursive strategies in upholding or challenging racism and classism in education

Author

Melanie Bertrand, Wendy Y. Perez, and John Rogers

Subjects
policy discourse, educational equity, race, social class, Education
Abstract

Policy insiders across party lines increasingly acknowledge educational “gaps,” yet they talk about this inequity in very different ways. Though some critique disparities through a structural lens, others use deficit discourse, blaming families of color and working-class families for educational outcomes. This study examines how state policy insiders explain educational inequity, shedding light on the complex relationship between language and the maintenance of systemic racism and classism in education. Drawing upon a unique data set of interviews with 50 policy insiders in one state in the United States, we found three main discourses used to explain inequity in education, each of which cited a different cause: 1) structural inequity, 2) perceived deficits of families and communities, and 3) teachers unions and teacher seniority. Policy insiders used often-veiled discursive strategies to advance their discourses. For instance, those that used deficit discourse: 1) asserted that those most negatively impacted by inequity cause inequity; 2) strengthened deficit discourse by blending it with one or both of the other two discourses; and 3) made inequity appear natural through the use of several substrategies, including obscuring the identity of those harmed by inequity. These strategies allowed some policy insiders to strengthen deficit discourse, divert attention from structural issues, and characterize themselves positively while advancing racist and classist ideas. These findings have compelling implications in terms of possibilities for policy changes supportive of educational equity.

Published
2015
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44. Infaunal Benthic Communities from the Inner Shelf off Southwestern Africa Are Characterised by Generalist Species.

Author

Nina Steffani, Safiyya Sedick, John Rogers, and Mark John Gibbons

Subjects
Medicine, Science
Abstract

Infaunal communities of benthic macro-organisms (≥ 1mm length) were studied from 81 samples collected across nine sites to the north and south of the Orange River in the Benguela upwelling ecosystem in 2003, with a view to describing communities and understanding the drivers of regional community structure, as well as to document diversity and to examine geographic affinities. Although the fauna was dominated by polychaetes and peracarid crustaceans, patterns in community structure could only weakly be explained by the measured environment (~35%). This is attributed to the generalist nature of the species recovered, which were widely distributed amongst different sediments, water-depths and latitudes. The fauna is dominated by species that enjoy a widespread regional and global distribution and is characterised by relatively low diversity, which is discussed.

Published
2015
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45. Implant evaluation of an insertable cardiac monitor outside the electrophysiology lab setting.

Author

Roman Pachulski, James Cockrell, Hemant Solomon, Fang Yang, and John Rogers

Subjects
Medicine, Science
Abstract

To date, insertable cardiac monitors (ICM) have been implanted in the hospital without critical evaluation of other potential settings. Providing alternatives to in-hospital insertion may increase access to ICM, decrease waiting times for patients awaiting diagnosis, and reduce hospital resources.This was a prospective, non-randomized, clinical trial involving nine clinical sites throughout the United States designed to assess the feasibility of ICM implants in a non-hospital setting. Other than the Reveal® ICM, implant supplies and techniques were left to physician discretion in patients who met indications. Patients were followed up to 90 days post-implant. The primary objective was to characterize the number of procedure-related adverse events that required surgical intervention within 90 days.Sixty-five patients were implanted at nine out-of-hospital sites. The insertion procedure was well tolerated by all patients. There were no deaths, systemic infections or endocarditis. There were two (3%) procedure-related adverse events requiring device explant and four (6%) adverse events not requiring explant. ICM use led to 16 diagnoses (24.6%) with 9 patients proceeding to alternate cardiac device implants during the course of the 90-day follow up.Out-of-hospital ICM insertion can be accomplished with comparable procedural safety and represents a reasonable alternative to the in-hospital setting. CLINICALTRIALS.GOV REGISTRATION NUMBER: NCT01168427.

Published
2013
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48. Aspirin in patients admitted to hospital with COVID-19 (RECOVERY): a randomised, controlled, open-label, platform trial

Author

Abani, Obbina, Abbas, Ali, Abbas, Fatima, Abbas, Mustafa, Abbasi, Sadia, Abbass, Hakam, Abbott, Alfie, Abdallah, Nabeel, Abdelaziz, Ashraf, Abdelfattah, Mohamed, Abdelqader, Bushra, Abdul, Basir, Abdul Rasheed, Althaf, Abdulakeem, Ajibode, Abdul-Kadir, Rezan, Abdullah, Abdullah, Abdulmumeen, Abdulfatahi, Abdul-Raheem, Rasheed, Abdulshukkoor, Niyaz, Abdusamad, Kula, Abed El Khaleq, Yazeed, Abedalla, Mai, Abeer Ul Amna, Abeer Ul Amna, Abernethy, Katrina, Aboaba, Adebanke, Abo-Leyah, Hani, Abou-Haggar, Ahmed, Abouibrahim, Mahmoud, Abraham, Miriam, Abraham, Tizzy, Abraheem, Abraheem, Abrams, Judith, Abu, Hyacinth-John, Abu-Arafeh, Ahmed, Abubacker, Syed Mohamed, Abung, Akata, Aceampong, Yaa, Achara, Amaka, Acharya, Devikumar, Acheampong, Sarah, Acheson, Janet, Acosta, Andres, Acton, Catherine, Adabie-Ankrah, Jacqueline, Adam, Fiona, Adam, Matthew, Adamali, Huzaifa, Adams, Carol, Adams, Charlotte, Adams, Kate, Adams, Richard, Adams, Tim, Adcock, Kirsty, Adebiyi, Ade, Adegoke, Ken, Adell, Vicki, Adenwalla, Sherna, Adesemoye, Oluwasegun A, Adewunmi, Emmanuel O, Adeyemi, Joyce, Adhikari, Binay, Adhikary, Rina, Adkins, Gabrielle, Adnan, Adnan, Aeron-Thomas, John, Affleck, Debbie, Afnan, Carmel, Afridi, Muhammad, Aftab, Zainab A, Agarwal, Meenakshi, Agbeko, Rachel, Agbo, Chris, Aggarwal, Sunil, Aghababaie, Arameh, Ahamed Sadiq, Shafana, Ahammed Nazeer, Mohamed H, Ahmad, Mohammad, Ahmad, Syed, Ahmed, Asim, Ahmed, Bilal, Ahmed, Forizuddin, Ahmed, Hamze, Ahmed, Iram, Ahmed, Irshad, Ahmed, Khaled, Ahmed, Liban, Ahmed, Mahin, Ahmed, Maria C, Ahmed, Muhammad S, Ahmed, Naseer, Ahmed, Nausheen, Ahmed, Osama, Ahmed, Rajia A, Ahmed, Rizwan, Ahmed, Saif, Ahmed, Sammiya, Ahmed, Sara, Ahmed, Syed, Ahmed, Syed Haris, Ahmed Ali, Roa, Ahmed, Sana, Ahmer, Sana, Ail, Dhiraj, Ainsworth, Mark, Aissa, Myriam, Aitken, Lindianne, Ajay, Bini, Ajibode, Abdulakeem, Ajmi, Ayesha, Akhtar, Nasim, Akhtar, Nauman, Akili, Suha, Akindolie, Oludoyinsola, Akinfenwa, Yinka, Akinkugbe, Olugbenga, Akinpelu, Ibrahim, Aktinade, Olugbenro, Al Aaraj, Ahmad, Al Balushi, Asma, Al Dakhola, Majd, Al Swaifi, Aladdin, Al-Abadi, Eslam, Aladangady, Narendra, Alam, Ayaz, Alam, Sajid, Al-Asadi, Abbas, Alatzoglou, Kyriaki, Albert, Paul, Albon, Lorraine, Alcorn, Gemma, Alcorn, Stephen, Aldana, Aggie, Alderdice, David, Aldouri, Rayan, Aldridge, Jonathan, Aldridge, Nicolas, Alegria, Ana, Alexander, Alison, Alexander, John, Alexander, Peter D G, Al-Fori, Julyan, Alghazawi, Laith, Al-Hakim, Bahij, Al-Hity, Shams, Ali, Ali, Ali, Asad, Ali, Fawzia R, Ali, Jawad, Ali, Mariam, Ali, Mohammad, Ali, Nayab, Ali, Oudai, Ali, Sakina, Ali, Syed, Alina, Abid, Aliyuda, Fine, Alizadeh, Katrin, Al-Jibury, Maithem, Al-Juboori, Saba, Al-Khalil, Majid, Alkhusheh, Moutaz, Allan, Fiona, Allanson, Alison, Allcock, Robert, Allen, Eireann, Allen, Kerry, Allen, Louise, Allen, Poppy, Allen, Rebecca, Allen, Sam, Allen, Sharon, Allen, Simon, Allison, Kathryn, Allman, Bethan, Allsop, Lynne, Al-Moasseb, Hassan, Al-Obaidi, Magda, Alomari, Lina, Al-Rabahi, Akram, Al-Ramadhani, Bahar, Al-Saadi, Zayneb, Alshaer, Inji, Al-Shahi Salman, Rustam, Al-Shamkhani, Warkaq, Al-Sheklly, Bashar, Altaf, Sara, Alvarez, Mary, Alzetani, Maysaa, Amamou, Susan, Amar, Noor, Ambalavanan, Sakkarai, Ambler, Sarah-Jayne, Ambrogetti, Robert, Ambrose, Chris, Ameen, Amir, Amezaga, Maria R, Amin, Allison, Amin, Amina, Amin, Kanish, Amin, Syed, Amin, Tara, Amjad, Amjad, Amjad, Neelma, Amosun, Victoria, Amsha, Khaled, Amy, Pugh, Anand, Atul, Anandappa, Samantha, Anderson, Julie, Anderson, Laura, Anderson, Michelle, Anderson, Nicola, Anderson, Rachel, Anderson, Rory, Anderson, Wendy, Andreou, Prematie, Andrews, Angela, Andrews, Antonette, Andrews, Jill, Aneke, Kanayochukwu, Ang, Andrew, Ang, Wan Wei, Angel, Tammy, Angela, Aramburo, Angelini, Paola, Anguvaa, Lazarus, Anichtchik, Oleg, Anim-Somuah, Millicent, Aniruddhan, Krishnan, Annett, Jessica, Anstey, Patrick James, Anstey, Rebekah, Anthony, Alpha, Anthony-Pillai, Aaron, Antill, Philip, Antonina, Zhelyazkova, Anu, Varghese, Anwar, Muhammad, Apostolopoulos, Aristeidis, Appleby, Sarah, Appleyard, Diane, Aquino, Maia Far, Araba, Bianca, Aransiola, Samuel, Araujo, Mariana, Archer, Ann, Archer, Denise, Archer, Simon, Ardley, Christian, Arias, Ana-Maria, Arimoto, Ryoki, Arkley, Charlotte, Armah, Charlotte, Armata, Ilianna, Armitage, Adam, Armstrong, Ceri, Armstrong, Maureen, Armstrong, Sonia, Armtrong, Philippa, Arndt, Heike, Arnison-Newgass, Clare, Arnold, David, Arnold, Rachael, Arora, Dhawal, Arora, Kavan, Arora, Pardeep, Arora, Rishi, Arter, Arslam, Arya, Ayush, Arya, Rita, Asandei, Denisa, Asghar, Adeeba, Ashbrook-Raby, Catherine, Ashby, Helen, Ashcroft, Jan, Ashcroft, John, Ashcroft, Samuel, Asher, Georgia, Ashfaq, Ayesha, Ashish, Abdul, Ashman-Flavell, Sally, Ashok, Sundar, Ashour, Abd-El-Aziz, Ashraf, Muhammad Zubair, Ashraf, Saima, Ashraq, Mohammad Bilal, Ashton, Deborah, Ashton, Susan, Ashworth, Andrew, Ashworth, Rebecca, Aslam, Arshia, Asogan, Harshini, Asrar, Atif, Assaf, Omar, Astin-Chamberlain, Raine, Athorne, Deborah, Atkins, Billie, Atkins, Christopher, Atkins, Stacey, Atkinson, John, Atkinson, Vicki, Atraskiewicz, Brygitta, Attia, Abdul Ahmad, Aubrey, Paula, Aujayeb, Avinash, Aung, Aye Chan Thar, Aung, Hnin, Aung, Kyaw Thu, Aung, Yin, Aung, Zaw Myo, Austin, Emily, Austin, Karen, Auwal, Abdusshakur, Avery, Miriam, Aveyard, Nicholas, Avis, Joanne, Aviss, Georgina, Avram, Cristina, Avram, Paula, Awadzi, Gabriel, Awan, Atia, Aya, Aszad, Ayaz, Eman, Ayers, Amanda, Azam, Jawwad, Azharuddin, Mohammed, Aziz, Ghazala, Aziz, N, Azkoul, Ali, Azman Shah, Ashaari, Azzopardi, Giada, Azzoug, Hocine, Babatunde, Fiyinfoluwa, Babi, Melvin, Babiker, Babiker, Babington, Gayna, Babirecki, Matthew, Babores, Marta, Babs-Osibodu, Adetona O, Bacciarelli, Sammy, Bachar, Roudi, Bacon, Gina, Bacon, Jenny, Badal, Bibi, Badhan, Gurpreet Rani, Badhrinarayanan, Shreya, Bae, Joseph P, Baggaley, Alice, Baggott, Amy, Bagley, Graham, Bagmane, Dinesh, Bagshaw, Lynsey, Bahadori, Kasra, Bailey, James, Bailey, Katie, Bailey, Lindsey, Bailey, Liz, Bailey, Morgan, Bailey, Pippa, Bailey, Sarah, Baillie, Hamish, Baillie, J Kenneth, Bain, Jennifer, Bains, Vikram, Baird, David, Baird, Kevin, Baird, Susan, Baird, Tracy, Baird, Yolanda, Bajandouh, Aiysha, Baker, Evelyn, Baker, Johanne, Baker, Josephine, Baker, Kenneth, Baker, Rebecca, Baker, Terri-Anne, Baker, Victoria, Bakere, Hugh, Bakerly, Nawar, Baker-Moffatt, Michelle, Bakhtiar, Nauman, Bakoulas, Panos, Balachandran, Niranjan, Balan, Andrea, Balaskas, Theodosios, Balasubramaniam, Madhu, Balcombe, Alison, Baldwin, Alexander, Baldwin, Ashley, Baldwin, Caron, Baldwin, Danielle, Baldwin-Jones, Rebekah, Balfour, James, Ball, Matthew, Ballard, K, Balluz, Ismael, Balmforth, Craig, Balogh, Emese, Baluwala, Amir, Bambridge, Gabby, Bamford, Alasdair, Bamford, Amy, Bamford, Peter, Bamgboye, Adefunke, Bancroft, Elizabeth, Bancroft, Hollie, Banda, Joyce, Bandaru, Krishna, Bandi, Srini, Bandla, Nageswar, Bandyopadhyam, Somaditya, Banerjee, Amit, Banerjee, Ritwik, Banks, Harrison, Banks, Luke, Banks, Paul, Bannister, Oliver, Banton, Laura, Bao, Tran, Baptist, Mariamma, Baqai, Tanya, Baral, Ananya Mouli, Baramova, Desislava, Barber, Russel, Barbon, Emma, Barbosa, Monica, Barbour, Jamie, Barclay, Alexander, Barclay, Claire, Bardsley, George, Bareford, Stephanie, Bari, Shahedal, Barimbing, Morris, Barker, Amy, Barker, Debbie, Barker, Helen, Barker, Joseph Barker, Barker, Leon, Barker, Oliver, Barker-Williams, Kerry, Barkha, Sinha, Barla, Juliana, Barlow, Gavin, Barlow, Richard, Barlow, Valerie, Barnacle, James, Barnard, Alex, Barnes, Debi, Barnes, Nicky, Barnes, Theresa, Barnetson, Calum, Barnett, Amy, Barnett-Vanes, Ashton, Barnsley, William, Barr, Andrew, Barr, David, Barratt, Shaney, Barrera, Manuella, Barrett, Amy, Barrett, Fiona, Barrett, Jessica, Bartholomew, Jazz, Bartlett, Claire, Bartlett, Georgina, Barton, Greg, Barton, Jill, Barton, Lorna, Barton, Rachael, Baruah, Rosaleen, Baryschpolec, Sonia, Bashyal, Archana, Basker, Betsy, Basnyat, Buddha, Basoglu, Ayten, Bassett, John, Bassett, G, Bassford, Chris, Bassoy, Bengisu, Bastion, Victoria, Bastola, Anup, Basumatary, Anupam, Bate, Tristan, Bateman, Harry J, Bateman, Kathryn, Bateman, Vhairi, Bates, Eleanor, Bates, Hayley, Bates, Michelle, Bates, Simon, Batham, Sally, Batista, Ana, Batla, Amit, Batra, Dushyant, Batty, Harry, Batty, Thomas, Baum, Miranda, Baumber, Rachel, Bautista, Carina, Bawa, Fareha, Bawani, Fatima S, Bax, Simon, Baxter, Matt, Baxter, Nicola, Baxter, Zachary, Bayes, Hannah, Bazari, Farid, Bazaz, Rohit, Bazli, Ahmad, Beacham, Laura, Beadles, Wendy, Beak, Philip, Beale, Andy, Bearpark, Jack, Beaumont, Karen, Beaumont-Jewell, Dawn, Beaver, Theresa, Beavis, Sarah, Beazley, Christy, Beck, Sarah, Beckett, Virginia, Beckitt, Rosie, Beddall, Heidi, Beddows, Seonaid, Beeby, Deborah, Beech, Gail, Beecroft, Michelle, Beer, Sally, Beety, Jane, Bega, Gabriela, Begg, Alison, Begg, Susan, Beghini, Sara, Begum, Ayesha, Begum, Salman, Begum, Selina, Behan, Teresa, Behrouzi, Roya, Beishon, Jon, Beith, Claire, Belcher, James, Belfield, Holly, Belfield, Katherine, Belgaumkar, Ajay, Bell, Dina, Bell, Gareth, Bell, Gillian, Bell, Lauren, Bell, Louise, Bell, Nicholas, Bell, Pippa, Bell, Stephanie, Bell, Jennifer L, Bellamu, Jennifer, Bellamy, Mary, Bellini, Arianna, Bellis, Amanda, Bellis, Fionn, Bendall, Lesley, Benesh, Naveena, Benetti, Nicola, Benham, Leonie, Benison-Horner, Guy, Bennett, Ann, Bennett, Caroline, Bennett, Gillian, Bennett, Kristopher, Bennett, Lorraine, Bennett, Sara, Bennion, Karen, Benson, Vivienne, Bentley, Andrew, Bentley, James, Benton, Ian, Beranova, Eva, Beresford, Matthew, Bergin, Colin, Bergstrom, Malin, Bernatoniene, Jolanta, Berriman, Thomas, Berry, Zoe, Best, Kimberley, Bester, Ans-Mari, Beuvink, Yvonne, Bevan, Emily, Bevins, Sarah, Bewick, Tom, Bexley, Andrew, Beyatli, Sonay, Beynon, Fenella, Bhadi, Arjun, Bhagani, Sanjay, Bhakta, Shiv, Bhalla, Rekha, Bhandal, Khushpreet, Bhandal, Kulbinder, Bhandari, Ashwin, Bhandari, Sangam, Bhanot, Aashutosh, Bhanot, Ravina, Bhat, Prashanth, Bhatia, Nikhil, Bhatnagar, Rahul, Bhatt, Karan, Bhayani, Janki, Bhojwani, Deepika, Bhuiyan, Salimuzzaman, Bibby, Anna, Bibi, Fatima, Bibi, Naheeda, Bibi, Salma, Bicanic, Tihana, Bidgood, Sarah, Bigg, Julie, Biggs, Sarah, Biju, Alphonsa, Bikov, Andras, Billingham, Sophie, Billings, Jessica, Binns, Alice, BinRofaie, Muhammad, Bintcliffe, Oliver, Birch, Catherine, Birch, Jenny, Birchall, Katherine, Bird, Sam, Bird, Sumedha, Birt, Mark, Bishop, Kilanalei, Bishop, Linda, Bishop, Lisa, Bisnauthsing, Karen, Biswas, Nibedan, Biuk, Sahar, Blachford, Karen, Black, Ethel, Black, Helen, Black, Karen, Black, Mairead, Black, Polly, Blackgrove, Hayley, Blackledge, Bethan, Blackler, Joanne, Blackley, Samantha, Blackman, Helen, Blackstock, Caroline, Blakemore, Francesca, Blamey, Helen, Bland, Alison, Blane, Sujata, Blankley, Simon, Blaxill, Parry, Blaylock, Katie, Blazeby, Jane, Blencowe, Natalie, Bloom, Ben, Bloomfield, Jack, Bloss, Angela, Bloxham, Hannah, Blundell, Louise, Blunsum, Andrew, Blunt, Mark, Blyth, Ian, Blyth, Kevin, Blythe, Andrew, Blythe, Karen, Boampoaa, Marilyn, Bobie, Boniface, Bobruk, Karen, Bodalia, Pritesh, Bodasing, Neena, Bodenham, Tanya, Boehmer, Gabriele, Boffito, Marta, Bohmova, Kristyna, Bokhandi, Sumit, Bokhar, Maria, Bokhari, Saba, Bokhari, Sakina, Bokhari, Syed O, Boles, Ambrose, Bond, Charlotte, Bond, Helena, Bond, Stuart, Bond, Thomas, Bone, Alice, Boniface, Georgia, Bonney, Lizzy, Borbone, Joanne, Borman, Naomi, Bottrill, Fiona, Bough, Laura, Boughton, Hayley, Boult, Zoe, Bourke, Miriam, Bourke, Stephen, Bourne, Michelle, Bousfield, Rachel, Boustred, Lucy, Bowes, Alexandra, Bowes, Amy, Bowker, Philip, Bowman, Louise, Bowman, Simon, Bowmer, Rachel, Bowring, Angie, Bowyer, Helen, Boyd, Jenny, Boyd, Laura, Boyle, Namoi, Boyle, Pauline, Boyle, Rosalind, Boyles, Louise, Brace, Leanna, Bradder, Jodie, Bradley, Clare Jane, Bradley, Pamela, Bradley, Patrick, Bradley, Paul, Bradley-Potts, Joanne, Bradshaw, Lynne, Bradshaw, Zena, Brady, Rebecca, Brady, Shirin, Braganza, Denise, Branch, Marie, Brankin-Frisby, Thomas, Brannigan, Jamie, Brassington, Louise, Brattan, Sophie, Bray, Fiona, Bray, Nancy, Brazil, Manny, Brear, Lucy, Brear, Tracy, Brearey, Stephen, Bremner, Laura, Brend, Morwenna, Bretland, Giovanna, Brewer, Chris, Bridgwood, Gavin, Brigham, Sara, Bright, John, Brightling, Chris, Brimfield, Lutece, Brinkworth, Elaine, Brittain-Long, Robin, Britten, Vianne, Broad, Lauren, Broad, Sarah, Broadhurst, Rosie, Broadley, Andrew, Broadway, Marie, Brockelsby, Christopher, Brocken, Megan, Brockley, Tomos, Brodsky, Mary, Brogan, Fiona, Brohan, Liz, Brokke, Felicity, Brolly, Jacob, Bromley, David, Brooke-Ball, Hannah, Brooker, Verity, Brookes, Matthew, Brooking, Deirdre, Brooks, Alison, Brooks, Karen, Brooks, Nicole, Brooks, Philip, Brooks, Rachel, Brooks, Sophie, Broomhead, Natalie, Broughton, Chloe, Broughton, Nathaniel, Brouns, Matt, Brown, Alison, Brown, Ammani, Brown, Carly, Brown, Catrin, Brown, Ellen, Brown, Heather, Brown, Janet, Brown, Louise, Brown, Niall, Brown, Pauline, Brown, Richard, Brown, Robert, Brown, Steven, Brown, Thomas, Browne, Bria, Browne, Charlotte, Browne, Duncan, Browne, Mitchell, Brownlee, Stephen, Brraka, Alba, Bruce, David, Bruce, Johanna, Bruce, Michelle, Brudlo, Wojciech, Brunskill, Nigel, Brunton, Alan, Brunton, Margaret, Bryant, Meera, Buazon, April, Buch, Maya H, Buchan, Ruaridh, Buchanan, Ruaridh, Buche, Danielle, Buck, Amanda, Buckland, Matthew, Buckley, Laura, Buckley, Philip, Buckley, Sarah, Buckman, Carol, Bugg, George, Bujazia, Ramadan, Bukhari, Marwan, Bukhari, Shanze, Bulbulia, Richard, Bull, Alex, Bull, Damian, Bull, Rhian, Bull, Thomas, Bulteel, Naomi, Bumunarachchi, Kasun, Bungue-Tuble, Roneleeh, Burchett, Caroline, Burda, Dorota, Burden, Christy, Burden, Thomas G, Burgess, Mika, Burgess, Richard, Burgess, Sophia, Burman, Adrian, Burnard, Sara, Burnett, Caroline, Burns, Amy, Burns, Collette, Burns, James, Burns, Karen, Burrage, Daniel, Burrows, Kate, Burston, Claire, Burton, Ben, Burton, Fiona, Burton, Matthew, Butcher, Deborah, Butler, Aaron, Butler, Jessica, Butler, Joanne, Butler, Joshua, Butler, Peter, Butler, Susan, Butt, Al-Tahoor, Butt, Mohammad M, Butterworth, Caryl, Butterworth-Cowin, Nicola, Buttery, Robert, Buttle, Tom, Button, Heather, Buttress, Daniel, Byrne, Jane, Byrne, Wendy, Byrne-Watts, Victoria, Cabandugama, Amanda, Cade, Ruth, Cadwgan, Anthony, Cahyareny, Ajeng, Cairney, Donna, Calderwood, James, Caldow, Darren, Calisti, Giorgio, Callaghan, Debbie, Callaghan, Jennifer, Callens, Claire, Callum, Donaldson, Calver, Caroline, Cambell-Kelly, Melissa, Camburn, Tracey, Cameron, David Richard, Cameron, Eleanor, Cameron, Fraser, Cameron, Sheena, Camm, Christian, Cammack, Renee F D, Campbell, Alison, Campbell, Amy, Campbell, Barbara, Campbell, Bridget, Campbell, Debbie, Campbell, Helen, Campbell, Hilary, Campbell, Jonathan, Campbell, Mark, Campbell, Robyn, Campbell, Wynny, Campbell Hewson, Quentin, Camsooksai, Julie, Canclini, Lisa, Candido, Shaula Mae, Candlish, Janie, Caneja, Cielito, Cann, Johnathon, Cannan, Ruby, Cannon, Emma, Cannon, Michael, Cannon, Petra, Cannons, Vivienne, Cantliff, Jane, Caplin, Ben, Capocci, Santino, Caponi, Noemi, Capp, Angelika, Capstick, Thomas, Cardwell, Mary, Carey, Rachel, Carley, Simon, Carlin, Tammy, Carmichael, Samantha, Carnahan, Mandy, Caroline, Charlotte, Carpenter, Jodi, Carr, Sharon, Carrasco, Anna, Carrington, Zoe, Carroll, Paul, Carter, Jonathan, Carter, Michael, Carter, Paul, Carter, Penny, Cartwright, Douglas, Cartwright, Jo-Anne, Carty, Claire, Carungcong, Jaime, Casey, Susan, Cassells, Annie, Cassimon, Barbara, Castiello, Teresa, Castle, Gail, Castles, Bridget, Caswell, Melanie, Catana, Ana Maria, Cate, Heidi, Cathcart, Susanne, Cathie, Katrina, Catley, Christine, Catlow, Laura, Caudwell, Matthew, Cavazza, Anna, Cave, Luke, Cavinato, Simon, Cawa, Frianne, Cawley, Kathryn, Caws, Chloe, Cendl, Hankins, Century, Hannah, Cernova, Jeva, Cesay, Mansur, Cetti, Ed, Chabane, Stephanie, Chablani, Manish, Chabo, Cathleen, Chadwick, David, Chadwick, Julie, Chadwick, Robert, Chakkarapani, Ela, Chakraborty, Arup, Chakraborty, Mallinath, Chakravorty, Mollika, Chalise, Bimal, Chalmers, James, Chalmers, Richard, Chamberlain, Georgina, Chamberlain, Sarah, Chambers, Emma, Chambers, Jonathan, Chambers, Lucy, Chambers, Naomi, Chan, Alex, Chan, Carmen, Chan, Cheuk, Chan, Evelyn, Chan, Kayen, Chan, Kimberley, Chan, Ping, Chan, Rebekah (Pui-Ching), Chan, Xin Hui, Chandler, Chris, Chandler, Heidi, Chandler, Kim Jessica, Chandler, Stuart, Chandler, Zoe, Chandra, Sumit, Chandran, Navin, Chandrasekaran, Badrinathan, Chang, Yvonne, Chaplin, Josephine, Chapman, Graeme, Chapman, John, Chapman, Katie, Chapman, Laura, Chapman, Lianne, Chapman, Polly, Chapman, Timothy, Chappell, Lucy C, Charalambou, Amanda, Charles, Bethan, Charlton, Dianne, Chatar, Kevin, Chatha, Calvin, Chaube, Ritesh, Chaudhary, Muhammad Yafaa Naveed, Chaudhry, Iram, Chaudhuri, Nazia, Chaudhury, Muhammad, Chauhan, Anoop, Chauhan, Ruchi Singh, Chavasse, Nicola, Chawla, Vipal, Cheater, Lindsay, Cheaveau, James, Cheeld, Charlotte, Cheeseman, Michelle, Chen, Fang, Chen, Hui Min, Chen, Terence, Cheng, Lok Yin, Cheng, Zhihang, Chenoweth, Helen, Cheong, Chun How, Cherian, Shiney, Cherrie, Mary, Cheshire, Helen, Cheung, Chee Kay, Cheung, Elaine, Cheung, Michelle, Chew, Victor, Cheyne, Claire, Chhabra, Swati, Chia, Wei Ling, Chiang, Eric, Chiapparino, Angela, Chicano, Rosavic, Chikwanha, Zviedzo Agenia, Chilcott, Sam, Chimbo, Phillipa, Chin, KokWai, Chin, Wen Jie, Chineka, Rumbidzai, Chingale, Amol, Chisem, Heather, Chisenga, Claire, Chisnall, Ben, Chiswick, Carolyn, Chita, Sunder, Chitalia, Nihil, Chiu, Matthew, Chivima, Brenda, Chmiel, Catherine, Choi, Soha, Choon Kon Yune, Willy, Choudhary, Vandana, Choudhury, Sarah, Chow, Bing-Lun, Chowdhury, Mahibbur, Chowdhury, Shahid, Christenssen, Victoria, Christian, Peter, Christides, Alexander, Christie, Fiona, Christmas, Daniel, Christopherson, Thereza, Christy, Mark, Chrysostomou, Paris, Chua, Yunli, Chudgar, Dip, Chudleigh, Richard, Chukkambotla, Srikanth, Chukwu, Michael Eze, Chukwulobelu, Izu, Chung, Chi Y, Church, Elaine, Church, Sara R, Churchill, David, Cianci, Nicole, Cicconi, Paola, Cinardo, Paola, Cipinova, Zdenka, Cipriano, Bessie, Clamp, Sarah, Clapham, Melanie, Clare, Edel, Clare, Sarbjit, Clark, Andrew, Clark, Charlotte, Clark, Diane, Clark, Felicity, Clark, Gabrielle, Clark, James, Clark, Katherine, Clark, Kaylea, Clark, Louise, Clark, Lucy, Clark, Matthew, Clark, Patricia, Clark, Richard, Clark, Thomas, Clark, Zoe, Clarke, Andrea, Clarke, Paul, Clarke, Robert, Clarke, Roseanne, Clarke, Samantha, Clarke, Sheron, Claxton, Alleyna, Clay, Kate, Clayton, Elizabeth, Clayton, Olivia, Clayton-Smith, Jill, Cleaver, Chris, Clemente de la Torre, Carlota, Clements, Jayne, Clements, Suzanne, Clifford, Rachael, Clifford, Sarah, Clive, Amelia, Clouston, Jonathan, Clueit, Samantha, Clyne, Andrea, Coakley, Michelle, Coakley, Peter Gerald Leyland, Cobain, Kathryn, Cochrane, Alexandra, Cochrane, Patricia, Cockerell, Maeve, Cockerill, Helen, Cocks, Shirley, Codling, Rachel, Coe, Adam, Coetzee, Samantha, Coey, David, Cohen, Danielle, Cohen, Jonathan, Cohen, Oliver, Cohn, Mike, Coke, Louise, Coker, Olutoyin, Colbeck, Nicholas, Colbert, Roghan, Cole, Esther, Cole, Jade, Cole, Joby, Coleman, Garry, Coleman, Matt, Coles, Holly, Colin, Macleod, Colino-Acevedo, Alicia, Colley, Julie, Collier, Dawn, Collier, Heather, Collini, Paul, Collins, Emma, Collins, Jaimie, Collins, Joanne, Collins, Nicola, Collins, Sally, Collins, Vicky, Collinson, Andrew, Collinson, Bernadette, Collinson, Jennifer, Collis, Matthew, Colmar, Madeleine, Colton, Hayley Emma, Colton, James, Colville, Katie, Colvin, Carolyn, Combes, Edward, Comer, David, Comerford, Alison, Concannon, Dónal, Condliffe, Robin, Connell, Lynne, Connell, Natalie, Connelly, Karen, Connolly, Gavin, Connor, Emma, Conroy, Antonia, Conteh, Veronica, Convery, Rory, Conway, Francesca, Conway, Grainne, Conway, Rhiannon, Conyngham, Jo-Anna, Cook, Colette, Cook, Eloise, Cook, Gemma, Cook, Helen, Cook, Julie, Cooke, Danielle, Cooke, Graham, Cooke, Katrina, Cooke, Tim, Cooper, Adele, Cooper, Chris, Cooper, David, Cooper, Helen, Cooper, Jamie, Cooper, Lauren, Cooper, Nick, Cooper, Rowena, Cope, Thomas, Corbet, Sinead, Corbett, Carolyn, Corcoran, John, Cordell, Chris, Cordle, Jessica, Corfield, Alasdair, Corless, John, Corlett, Alison, Cornwell, Joe, Cornwell, Michael, Corogeanu, Diana, Corredera, Mirella, Corrigan, Ruth, Corser, Rita, Cosgrove, Denise, Cosier, Tracey, Costa, Patricia, Coston, Charlie, Cotgrove, Susannah, Coton, Zoe, Cottam, Lisa-Jayne, Cotter, Rhiannon, Cotterill, Donna, Cotton, Caroline, Coull, Andrew, Coulson, James, Counsell, David, Counter, David, Coupland, Cherry, Courtney, Ellie, Courtney, Julia, Cousins, Rebecca, Cowan, Alexander, Cowan, Elena, Cowell, Richard, Cowen, Louise, Cowman, Steve, Cowton, Amanda, Cox, Ellie, Cox, Giles, Cox, Karina, Cox, Miriam, Coy, Karen, Cradduck-Bamford, Andrea, Craig, Victoria, Craighead, Felicity, Cramp, Matthew, Crause, Jacolene, Crawford, Angie, Crawford, Emma, Crawford, Isobel, Crawshaw, Sarah, Creagh-Brown, Ben, Creamer, Andrew, Cremona, Joanne, Cremona, Saveria, Cresswell, Janet, Cribb, Mark, Crichton, Charles, Crilly, Declan, Crisp, Lauren, Crisp, Nikki, Crocombe, Dominic, Croft, Maria, Crooks, Jennifer, Crosby, Harriet, Cross, Elizabeth, Cross, Tim, Crothers, Amy, Crotty, Stephen, Crouch, Susan, Crow, Madeleine, Crowder, Amanda, Crowley, Kate, Crowley, Teresa, Croysdill, Rebecca, Cruickshank, Callum, Cruickshank, Conor, Cruickshank, Irena, Cruise, James, Cruz, Carina, Cruz Cervera, Trino, Cryans, Dominic, Cui, Guanguo, Cui, Helen, Cullen, Lorraine, Cummings-Fosong, Gillian, Cunliffe, Victoria, Cunningham, Neil, Cunningham, Nicola, Cupitt, Jason, Curgenven, Hollie, Curnow, Gerens, Curran, David, Curran, Simon, Currie, Craig, Currie, Jacqueline, Currie, Scarlett, Curtis, Jonathan, Curtis, Katrina, Curtis, Olivia, Curtis, Thomas, Cuthbertson, Rebecca, Cutler, Sean, Czekaj, Marta, Czylok, Patrycja, da Rocha, Joana, Dagens, Andrew, Daggett, Helen, Daglish, Jacqui, Dahiya, Sandeep, Dale, Anne, Dale, Katie, Dale, Michaela, Dale, Sam, Dales, Jolyon, Dalgleish, Helen, Dallow, Helen, Dalton, Dermot, Daly, Zoe, Danga, Akila, Daniel, Amelia, Daniel, Priya, Daniels, Allison, Dann, Adela, Danso-Bamfo, Sandra, Darbyshire, Alex, Darbyshire, Janet, Dargan, Paul, Dark, Paul, Darlington, Kate, Darton, Tom, Darylile, Guledew, Das, Manjusha, Das, Sukamal, Daschel, Martin, Dasgin, Joanne, Datta, Dibyendu, Daunt, Anna, Davenport, Emily, Davey, Mark, Davey, Miriam, Davey, Molly, David, Mini, Davidson, Alexander, Davidson, Laura, Davidson, Neil Davidson, Davidson, Richard, Davies, Albert, Davies, Amanda, Davies, Amy, Davies, Angela, Davies, Carolyn, Davies, Catrin, Davies, Drew, Davies, Elaine, Davies, Ffyon, Davies, Helen, Davies, Jim, Davies, Karen, Davies, Kelly, Davies, Kim, Davies, Louisa, Davies, Matthew, Davies, Michelle, Davies, Nina, Davies, Owen, Davies, Patrick, Davies, Rachel, Davies, Rhys, Davies, Ruth, Davies, Sarah, Davies, Simon, Davis, Gwyneth, Davis, Illinos, Davis, Julie-Ann, Davis, Katherine, Davis, Peter, Davison, Alexander, Dawe, Christine, Dawe, H, Dawkins, Mark, Dawson, Danielle, Dawson, Elizabeth, Dawson, Joy, Dawson, Susan, Dawson, Tom, Daxter, Andrew, Day, Andrew, Day, Jacob, Day, Jeremy N, D'Costa, Jamie, De, Parijat, de Fonseka, Duneesha, de Freitas, Toni, De Santana Miranda, Frederico, de Sausmarez, Eleanor, de Silva, Shanika, de Silva, Thushan, De Sousa, Jessica, De Sousa, Paulo, de Souza, James, de Soyza, Anthony, de Vere, Natasha, de Vos, Johannes, Deacon, Bethan, Dealing, Sharon, Dean, Anna, Dean, Julie, Dean, Katrina, Dean, Stephen, Dean, Tessa, Deane, Jill, Dear, James, Dearden, Effie, Deas, Catherine, Debbie, Samuel, Debreceni, Gabor, Deelchand, Vashist, Deeley, Matthew, Deery, Joanne, Defever, Emmanuel, Del Forno, Manuela, Dela Rosa, Arnold, Dell, Amanda, Demetriou, Carrie, DeMets, David, Democratis, Jane, Denham, Jacqueline, Denis, Emmanuelle, Denley, Laura, Denmade, Craig, Dent, Kathy, Dent, Martin, Denton, Elise, Denwood, Tom, Deole, Nishigandh, Depala, Darshita, Depante, Maria, Dermody, Susan, Desai, Amisha, Desai, Asmita, Desai, Purav, Deshpande, Sanjeev, Deshpande, Vai, Devkota, Sirjana, Devkota, Usha, Dey, Prakash, Dey, Vishal, Deylami, Rogin, Dhaliwal, Kevin, Dhani, Sundip, Dhanoa, Amandeep, Dhar, Mili, Dhasmana, Devesh, Dhillon, Ekanjali, Dhillon, Reiss, Dhimal, Meghnath, Dias, Priya, Diaz, Stephanie, Diaz-Pratt, Kayleigh, Dickerson, Debbie, Dicks, Pamela, Dickson, Stuart, Dillane, Sean, Diment, Sarah, Dimitri, Paul, Dinh, Thai Ha, Dipper, Alex, Dirmantaite, Laura, Ditchfield, Lisa, Diver, Sarah, Diwakar, Lavanya, Dixon, Caroline, Dixon, Giles, Djeugam, Brice, Dlouhy, Petr, Dmitri, Paul, Dobbie, Laurence, Dobranszky Oroian, Marinela, Dobson, Charlotte, Dobson, Lee, Docherty, Marie, Dockrell, David, Dodd, James, Dodds, Jackie, Dodds, Rebecca, Dodds, Steve, Dogra, Richi, Doherty, Erin, Doherty, Warren, Doi, Yumiko, Doig, Iain, Doke, Eleanor, Dolan, Daniel, Dolman, Mark, Dolman, Rozzie, Donald, Lisa, Donaldson, Callum, Donaldson, Christopher, Donaldson, Denise, Donaldson, Gillian, Donaldson, Kate, Donnachie, Joanne, Donnelly, Christopher, Donnelly, Eilish, Donnelly, Ronan, Donohoe, Aravindhan, Donohoe, Gemma, Donohue, Bryan, Donton, Sinead, Dooks, Emma, Doran, Grainne, Dorey, Kane, Dorgan, Sharon, Dosani, Moonira, Dosanjh, Davinder, Dospinescu, Paula, Douglas, Katie, Douse, Jonathan, Dowden, Lucy, Dower, Michelle, Dowling, Sud, Downer, Nicola, Downes, Charlotte, Downes, Rob, Downes, Thomas, Downey, Damian, Downey, Robert, Downs, Louise, Dowson, Simon, Dragan, Cornel, Dragos, Cristina, Drain, Maire, Drake, Chelsea, Drew, Victoria, Drewett, Olivia, Driscoll, Celine, Drogan, Helena, Drummond, Graham, Druyeh, Ronald, Dryburgh-Jones, Jack, Drysdale, Simon, Du Thinh, An, Dube, Hazel, Dube, Judith, Duberley, Stephen, Duckles-Leech, Hayley, Duff, Nicola, Duffield, Emma, Duffy, Helen, Dufour, Lionel, Duggan, Annette, Dugh, Parveen, Duignan, Janice, Dummer, Simon, Duncan, Andrew, Duncan, Christopher, Duncan, Fullerton, Duncan, Gregory, Dundas, Stephanie, Dunn, Alessia, Dunn, Charlotte, Dunn, Damian, Dunn, Laura, Dunn, Paul, Dunne, Charlene, Dunne, Karen, Dunning, Fiona, Dunphy, Aidan, Duraiswamy, Venkat, Duran, Beatriz, DuRand, Ingrid, Duric, Natalie, Durie, Alison, Durie, Emily, Durrington, Hannah, Duvnjak, Haris, Dwarakanath, Akshay, Dwarakanath, Laasya, Dwyer, Ellen, Dyball, Claudia, Dyer, Kristyn, Dymond, Harvey, Dymond, Tom, Eades, Chris, Eagles, Laura, Early, Joanne, Earwaker, Melissa, Easom, Nicholas, East, Clare, Easthope, Amy, Easton, Fraser, Eatough, Ruth, Ebert, Beate, Ebigbola, Oluwadamilola, Ebon, Martin, Eccles, Sinan, Eddings, Chloe, Eddleston, Michael, Edgar, Maureen, Edgerley, Katharine, Edmond, Nicholas, Edmondson, Mary, Edmunds, Tracy, Edwards, Alexandra, Edwards, Catherine, Edwards, Joy, Edwards, Kennedy, Edwards, Mandy, Eedle, Jenny, Egginton, Dawn, Ehiorobo, Loveth, Eisen, Sarah, Ekeowa, Ugochukwu, Ekoi, Mohamed, Ekunola, Ayomide, El Behery, Soha, Elbeshy, Mohamed, El-Bouzidi, Kate, Elder, Jennifer, El-Din, Mohammed, Eleanor, Diana, Eletu, Ibrahim, Elfar, Eman, Elgamal, Mayy Magdy, Elgohary, Amr, Elia, Stellios, Elias, Jennifer, Elias, Tania, Elkaram, Nadia, Elkins, Andrew Victor, Ellam, Julie, Ellard, Nikki, Ellerton, Laura Nicola, Elliot, Lucy, Elliott, Amy, Elliott, Fiona, Elliott, Kerry, Elliott, Scott, Ellis, Annie, Ellis, Christine, Ellis, Kaytie, Ellis, Tak-Yan, Ellis, Yvette, Elmahdi, Rahma, Elmahi, Einas, Elmasry, Hannah-May, Elndari, Najla, Elneima, Omer, Elokl, Mohamed, Elradi, Ahmed, Elsaadany, Mohamed, El-Sayeh, Sally, El-Sbahi, Hana, Elsefi, Tarek, El-Shakankery, Karim, El-Taweel, Hosni, Elyoussfi, Sarah, Emberey, Jonathan, Emberson, Jonathan R, Emberton, John, Emmanuel, Julian, Emmerson, Ingrid, Emms, Michael, Emond, Florence, Emonts, Marieke, Enachi, Nicu, Engden, Angila, English, Katy, Entwistle, Emma, Enyi, Hene, Erotocritou, Marios, Eskander, Peter, Esmail, Hanif, Evans, Brynach, Evans, Chris, Evans, Debra, Evans, Gail, Evans, Gareth, Evans, Jennifer, Evans, Jolanta, Evans, Lisa, Evans, Lynn, Evans, Mim, Evans, Morgan, Evans, Ranoromanana, Evans, Teriann, Evans, Terry J, Everden, Caroline, Everden, Serenydd, Evison, Hayley, Evison, Lynsey, Faccenda, Jacqueline, Fahel, Leila, Fahmay, Youstina, Fairbairn, Sara, Fairbairn, Terry, Fairclough, Andy, Fairlie, Louise, Fairweather, Mark, Fajardo, Anne, Falcone, Naomi, Falconer, Euan, Fallon, John, Fallow, Andrea, Faluyi, David, Fancois, Victoria, Farah, Qayyum, Fard, Novin, Fares, Leila, Farg, Amr, Farmer, Adam, Farmer, Katie, Farmery, Toni, Farnworth, Samantha, Farook, Faiyaz, Farooq, Hadia, Farooq, Sidrah, Farquhar, Fiona, Farrell, Aaron, Farrell, Barbara, Farthing, James, Farzana, Syeda, Fasina, Rahmatu, Fatemi, Azam, Fatemi, Mina, Fatimah, Nibah, Faulkner, Maria, Faust, Saul N, Fawke, Joe, Fawohunre, Sinmidele, Fazal, Abul, Fearby, Simon, Feben, Alex, Fedel, Federico, Fedorova, Daria, Fegan, Christopher, Felongco, Mae, Felton, Lynsey, Felton, Tim, Fenlon, Kate, Fenn, Andrea, Fenner, Isabelle, Fenton, Ciara, Fenton, Melisa, Ferguson, Cameron, Ferguson, Jenny, Ferguson, Kathryn, Ferguson, Katie, Ferguson, Susan, Ferguson, Susie, Ferguson, Victoria, Fernandes, Denzil, Fernandez, Candida, Fernandez, Eduardo, Fernandez, Maria, Fernandez Lopez, Sonia, Fernando, Callum Jeevan, Feroz, Ahmed, Ferranti, Pietro, Ferrari, Thais, Ferrelly, Eleanor, Ferrera, Alexandra, Ferriman, Emma, Fethers, Nicholas, Field, Ben, Field, Janet, Field, Rebecca, Fielder, Karen, Fieldhouse, Lindsey, Fielding, Andra, Fielding, Julie, Fielding, Sarah, Fikree, Asma, Filson, Sarah Ann, Finbow, Sarah, Finch, Debbie, Finch, Joanne, Finch, Laurie, Fineman, Natalie, Finlayson, Lauren, Finn, Adam, Finn, Joanne, Finney, Clare, Fiouni, Sofia, Fiquet, Jo, Fisher, James, Fisher, Neil, Fishman, Daniel, Fishwick, Krystofer, Fitzgerald, Fiona, Flaherty, Jan, Flanagan, Michael, Flanders, Charles, Fleming, Julie, Fleming, Lucy, Fleming, Paul, Flesher, William, Fletcher, Alison, Fletcher, Jonathan, Fletcher, Lucy, Fletcher, Simon, Fletcher, Sophie, Flewitt, Karen, Flood, Christopher, Floodgate, Ian, Florence, Vincent, Floyd, Sharon, Flynn, Rachel, Foden, Claire, Fofana, Adama, Fogarty, Georgina, Foley, Paul, Folkes, Linda, Font, Daniela Mock, Foo, Aiwyne, Foo, Jane, Foot, Andrew, Foot, Jayne, Forbes, Jane, Ford, Jamie, Foreman, Jennifer, Fornolles, Caroline, Forrest, Adam, Forsey, Ellie, Forsey, Miranda, Forshall, Thomas, Forster, Elliot, Forton, Julian, Foster, Emily, Foster, Joseph, Foster, Rachel Anne, Foster, Tracy, Foulds, Angela, Foulds, Ian, Fowe, Folakemi, Fowler, Emily, Fowler, Robert, Fowler, Stephen, Fox, Claire, Fox, Heather, Fox, Jonathan, Fox, Lauren, Fox, Natalie, Fox, Olivia, Fox, Simon, Foxton, Sarah-Jane, Frake, Rebecca, Francioni, Alex, Francis, Olesya, Francis, Rebecca, Francis, Sarah, Francis-Bacon, Theodora, Frankland, Helen, Franklin, Jessica, Fraser, Catherine, Frayling, Sharon, Fredlund, Martyn, Freeman, Carol, Freeman, Elaine, Freeman, Hannah, Freeman, Nicola, Freer, Clare, French, Eleanor, Frise, Matthew, Fromson, Renate, Froneman, Claire, Frosh, Adam, Frost, John, Frost, Victoria, Froud, Oliver, Frowd, Rachel, Fryatt, Arun, Fuller, Bridget, Fuller, Liz, Fuller, Tracy, Fullerton, Duncan, Fung, Carrie, Fung, Gayle, Funnell, Sarah, Furness, John, Fyfe, Andrew, G, Nytianandan, Gabbitas, Elizabeth, Gabriel, Claire, Gabriel, Zoë, Gachi, Hadiza, Gahir, Joshua, Gajebasia, Sarveen, Gajewska-Knapik, Katarzyna, Gale, Christopher, Gale, Hugo, Gale, Rebecca, Gali, Swetha, Gallagher, Bernadette, Gallagher, Jude, Gallagher, Rosie, Gallagher, William, Galliford, Joanne, Galloway, Catherine, Galloway, Chris, Galloway, Emma, Galloway, Jacqui, Galloway, James, Gamble, Laura, Gamble, Liz, Gammon, Brian, Ganapathi, Jaikumar, Ganapathy, Ramesh, Gandhi, Kaminiben, Gandhi, Sarah, Ganesh, Usha, Gani, Abrar, Garden, Emma-James, Gardener, Antoni Dariusz, Gardiner, Emma, Gardiner, Michael, Gardiner, Phil, Gardiner, Siobhan, Gardiner-Hill, Caroline, Gardner, Jonathan, Garfield, Mark, Garg, Atul, Garlick, Nathan, Garner, Justin, Garner, Lucie, Garner, Zoe, Garr, Rosaline, Garty, Florence, Gascoyne, Rachel, Gashau, Hyeriju, Gatenby, Aoife, Gaughan, Erin, Gaurav, Alok, Gavrila, Mariana, Gaylard, Jane, Gaywood, Emma, Geddie, Catherine, Gedge, Ian, Gee, Sarah, Gellamucho, Minerva, Gelly, Karzan, Gelmon, L, Gelmon, Leila, Gelves-Zapata, Sandra, Genato, Gemma, Gent, Susan, Geoghegan, Natalie, George, Sam, George, Tina, Georges, Simon, Georgiou, Domonique, Gerard, Peter, Gerdes, Leigh, Germain, Louise, Gerrish, Helen, Getachew, Abel, Gethin, Louise, Ghanayem, Hisham, Gherman, Anca, Ghosh, Alison, Ghosh, Justin, Ghosh, Sudhamay, Giannopoulou, Sarra, Gibani, Malick, Gibbison, Ben, Gibbons, Kerry, Gibson, Alex, Gibson, Bethan, Gibson, Kimberley, Gibson, Kirsty, Gibson, Sian, Gilbert, Cat, Gilbert, Jeanette, Gilbert, Kayleigh, Giles, Benjamin, Gill, Mandy, Gill, Lynne, Gillen, Paul, Gillesen, Annelies, Gillespie, Katherine, Gillham, Elizabeth, Gillian, Andrew, Gilliland, Deborah, Gillott, Robert, Gilmour, Danielle, Gilmour, Kate, Ginting, Franciscus, Giokanini-Royal, Theodora, Gipson, Anna, Girling, Joanna, Gisby, Rhian, Gkioni, Angelena, Gkoritsa, Aikaterini, Gkrania-Klotsas, Effrossyni, Gladwell, Amy, Glanville, James, Glasgow, Jessica, Glasgow, Susannah, Glass, Jon, Glass, Lynn, Glaysher, Sharon, Gledhill, Lisa, Glennon, Ana, Glover, John, Glover, Kyle, Glover Bengtsson, Jan, Gnanalingam, Chevanthy, Goddard, Julie, Goddard, Wendy, Godden, Emily, Godden, Jo, Godson, Emma, Gogoi, Sukanya, Goh, Aiky, Goiriz, Rebeca, Gokaraju, Sriya, Goldacre, Raphael, Goldsmith, Arthur, Goldsmith, Portia, Gomersall, Darren, Gomez, Lucia, Gomez-Marcos, Raquel, Gondal, Ali, Gonzalez, Celia, Goodall, Jack, Goodenough, Bob, Goodfellow, Laura, Goodlife, James, Goodwin, Camelia, Goodwin, Elizabeth, Goodwin, Jayne, Goodyear, Paula, Gooentilleke, Rajiv, Goonasekara, Michelle, Gooseman, Sheila, Gopal, Shameer, Gordon, Sally, Gorick, Hugh, Gorman, Caitlin, Gorman, Claire, Gormely, Stuart, Gorog, Diana, Gorst, Michelle, Gorsuch, Thomas, Gosai, Jayshreebahen, Gosling, Rebecca, Gosling, Sally, Gosney, Georgina, Goss, Vanessa, Gotham, Dzintars, Gott, Naomi, Goudie, Elizabeth, Gould, Susan, Gourbault, Lysander, Govind, Abha, Gowans, Sharon, Gowda, Girish, Gowda, Rohit, Gower, Hannah, Gower, Thomas, Goyal, Pankaj, Goyal, Sunil, Goyal, Sushant, Graham, Clive, Graham, Jonathan, Graham, Justin, Graham, Libby, Graham, Sharon, Graham-Brown, Matthew, Grahamslaw, Julia, Grana, Gianluca, Grandison, Tracyanne, Grandjean, Louis, Grant, Alison, Grant, Ann, Grant, David, Grant, Matthew, Grant, Pauleen, Gravell, Rhys, Graves, Jenny, Gray, Alasdair, Gray, Catherine, Gray, Georgina, Gray, Jackie, Gray, Karen, Gray, Nicola, Gray, Sebastian, Grayson, Alan, Greaves, Fiona, Greaves, Paul, Green, Alastair, Green, Charlotte, Green, Christopher A, Green, David, Green, Frederick, Green, Joel, Green, Marie, Green, Nicola, Green, Stacey, Greene, Diarra, Greenfield, Philippa, Greenhalgh, Alan, Greenwood, Daniel, Greer, Sandra, Gregory, James, Gregory, Jane, Gregory, Katie, Gregory, Tamsin, Greig, Jill, Greig, Julia, Grenfell, Rebecca, Grenier, Teena, Grevatt, Susan, Grey, Glaxy, Gribbin, Andrew, Gribble, Amy, Grieg, Natasha, Grieve, Douglas, Griffin, Ben, Griffin, Denise, Griffin, Mel, Griffith, Sian, Griffiths, Andrew, Griffiths, Daniel, Griffiths, David, Griffiths, Donna, Griffiths, Isabel, Griffiths, Mark, Griffiths, Nicola, Griffiths, Oliver, Griffiths, Sarah, Griffiths, Yvonne, Grigoriadou, Sofia, Grigsby, Steph, Grobovaite, Evelina, Grondin, Clarissa, Groome, Rachel, Grosu, Liliana, Grounds, Jenny, Grout, Margaret, Grover, Helen, Groves, Jayne, Grubb, Neil, Grundy, Julie, Guarino, Francesca, Gudur, Sharada, Guettari, Sharazeq, Gulati, Shivang, Gulia, Vikas, Gunasekera, Pumali, Gunawardena, Malin, Gunganah, Kirun, Gunn, Jessica, Gunter, Emma, Gupta, Alok, Gupta, Atul, Gupta, Rajeev, Gupta, Richa, Gupta, Rishi, Gupta, Tarun, Gupta, Vineet, Gupta-Wright, Ankur, Guratsky, Victoria, Gureviciute, Alvyda, Gurram, Sambasivarao, Gurung, Anju, Gurung, Bhawana, Gurung, Shraddha, Guth, Hazel, Gyanwali, Pradip, Habibi, Ruth, Hack, Berkin, Hackney, Pamela, Hacon, Christian, Haddad, Aiman, Hadfield, Denise, Hadjiandreou, Michalis, Hadjisavvas, Nikolaos, Haestier, Anna, Hafiz, Nauman, Hafiz-Ur-Rehman, Rana, Hafsa, Javed, Hagan, Samantha, Hague, Jack William, Hague, Rosemary, Haigh, Kate, Haines, Christina, Hainey, Scott, Hair, Morton, Hairsine, Brigid, Hajnik, Juraj, Haldeos, Anne, Halder, Writaja, Hale, Jennie, Halevy, Carmel, Halford, Paul, Halford, William, Hall, Alistair, Hall, Anthony, Hall, Claire, Hall, Elizabeth, Hall, Fiona, Hall, Helen, Hall, Jennifer, Hall, Kathryn, Hallas, Jan, Hallas, Kyle, Hallett, Charles, Halls, Heather, Hamdollah-Zadeh, Maryam, Hameed, Bilal, Hamers, Raph, Hamers, Raph L, Hamid, Imran, Hamie, Mohamad, Hamilton, Bethany, Hamilton, Fergus, Hamilton, Leigh, Hamilton, Nicola, Hamlin, Ruth, Hamlyn, Eleanor, Hammans, Beatrice, Hammersley, Shirley, Hammerton, Kate, Hammond, Bev, Hammond, Leah, Hammonds, Fiona, Hamoodi, Ibrahim, Hampshire, Karen, Hampson, Jude, Hampson, Lucy, Hanci, Ozan, Hand, Sadiyah, Handford, Jasmine, Handrean, Soran, Haney, Sarah, Hanif, Sheharyar, Hanison, E, Hanison, Esther, Hannah, Jennifer, Hannington, Amy, Hannun, Merhej, Hanrath, Aidan, Hanson, Anita, Hanson, Jane, Hanson, Kathryn, Hanson, Steve, Haq, Mazhar Ul, Haqiqi, Ala, Haque, Monjurul, Harden, Lesley, Harding, Zoe, Hardman, Simon, Hardy, Joanna, Haresh, Kumar, Harford, Rachel, Hargadon, Beverley, Hargreaves, Carolyn, Hargreaves, James, Harin, Alice, Haris, Mohammed, Harlock, Edward, Harman, Paula, Harman, Tracy, Harmer, Mark, Haroon, Muhammad A, Harper, Charlie, Harper, Heather, Harper, Peter, Harper, Rosemary, Harrhy, Sarah, Harrington, Sian, Harrington-Davies, Yasmin, Harris, Jade, Harris, Jess, Harris, John, Harris, Laura, Harris, Marie-Clare, Harris, Nichola, Harris, Sophie, Harrison, David, Harrison, Laura, Harrison, Melanie, Harrison, Rowan, Harrison, Susie, Harrison, Thomas, Harrison, Wendy, Harrod, Elizabeth, Hart, Ciaran, Hart, Dominic, Hartley, Lisa, Hartley, Rosemary, Hartley, Ruth, Hartley, Tom, Hartrey, William, Hartridge, Phillipa, Hartshorn, Stuart, Harvey, Alice, Harvey, Angela, Harvey, Max, Harwood, Catherine, Harwood, Helen, Haselden, Brigitte, Hashem, Kazi, Hashimm, Mohammed, Hashimoto, Tadaaki, Hashmi, Imranullah, Haslam, Zena, Hassan, Adil, Hassan, Ali, Hassan, Wagae UI, Hassan, Waqar Ul, Hassasing, Sapna, Hassell, Jane, Hassell, Philip, Hastings, Alex, Hastings, Bethany, Hastings, Janice, Hatton, Jonathan, Havinden-Williams, May, Havlik, Stefan, Hawcutt, Daniel B, Hawes, Kadean, Hawes, Liz, Hawes, Nicola, Hawkins, Annie, Hawkins, Nancy, Hawley, Dan, Hawley-Jones, Ed, Haworth, Edward, Hay, Cathy, Hayat, Amna, Hayat, Jamal, Hayathu, Mohamed-Riyal, Hayes, Anne, Hayes, Jonas, Hayes, Kate, Hayes, Melony, Hayes, Fiona, Hayle, Patrick, Haylett, Chloe, Hayman, Antara, Hayman, Melanie, Haynes, Matthew, Haynes, Richard, Hayre, Rachel, Haysom, Sarah, Hayward, James, Haywood, Patrick, Hazelton, Tracy, Hazenberg, Phoebe, He, Zhengmai, Headon, Elizabeth, Heal, Carrie, Healy, Brendan, Hearn, Amy, Heath, Angela, Heath, Rowan, Heaton, Diane, Hebbron, Kerry, Hector, Gemma, Hedges, Andy, Hedges, Katrine, Heeley, Cheryl, Heeney, Elaine, Heire, Rajdeep, Hemmila, Ulla, Hemphill, Scott, Hemsley, Deborah, Henderson, Abigail, Henderson, Jennifer, Henderson, Steven, Henry, Joanne, Henry, Karol, Henry, Lavinia, Henry, Margo, Henry, Natalie, Henshall, David, Herdman, Gillian, Herdman-Grant, Rosaleen, Herkes, Morag, Heron, Emma, Herrington, William, Heselden, Emilia, Heslop, Peta, Hester, Simon, Hetherington, Emily, Hetherington, Joseph, Hettiarachchi, Chamila, Hettiarachchi, Pramodh, Hewer, Hayley, Hewertson, John, Hewetson, Anna, Hewins, Sue, Hewitt, Claire, Hewitt, Davina, Hewitt, Richard, Hey, Samuel, Heyderman, Robert, Heydtmann, Mathis, Heys, Joseph, Heywood, Jonathan, Hibbert, Meg, Hickey, John, Hickey, Naomi, Hickey, Peter, Hicks, Alex, Hicks, Jenny, Hicks, Scott Rory, Higbee, Daniel, Higgins, Lucy, Higham, Andrew, Highcock, Martin, Highgate, Judith, Hikmat, Mondy, Hill, Amanda, Hill, Helen, Hill, Joanne, Hill, Lisa, Hill, Phoebe, Hill, Uta, Hilldrith, Annette, Hillman-Cooper, Catherine, Hilton, Zoe, Hinch, Sarah, Hindle, Andrew, Hindmarsh, Alice, Hine, Paul, Hinshaw, Kim, Hird, Clare, Hives, Jemma, Ho, Benson, Hoare, Michaela, Hobden, David, Hobden, Gill, Hobrok, Maria, Hobson, Simon, Hodge, Simon, Hodgen, Lesley, Hodgkins, Holly, Hodgkinson, Louise, Hodgkinson, Sally, Hodgson, David, Hodgson, Helen, Hodgson, Luke, Hodgson, Sheila, Hodkinson, Gemma, Hodson, Kenneth, Hogben, Matthew, Hogg, Lucy, Hoggett, Lee, Holborow, Abigail, Holbrook, Catherine, Holden, Catherine, Holden, Melinda, Holder, Thomas, Holdhof, Niels, Holdsworth, Hannah, Holland, Lisa, Holland, Nicky, Hollands, Marie, Holliday, Elizabeth, Holling, Nina, Hollos, Laszlo, Holloway, Simon, Hollyer, Marcus, Holman, Amy, Holmes, Ann, Holmes, Megan, Holmes, Raphael, Holmes, Rebecca, Holroyd, Kelly, Holt, Lyndsey, Holt, Siobhan, Holt, Susie, Holyome, Alexandra, Home, Marie, Homewood, Renate, Hong, Kate, Hooper, Clare, Hope, Samantha, Hope, Susan, Hopkins, Bridget, Horby, Peter W, Horler, Stephanie, Hormis, Anil, Hornan, Daniel, Hornby, Nicola, Horne, Zoey, Horner, Rebecca, Horsford, Latoya, Horsford, Megan, Horsford, Mark, Horsham, Valana, Horsley, Alexander, Horsley, Ashley, Horsley, Elizabeth, Horton, Sarah, Hosea, Jane, Hoskins, Toby, Hossain, Muhammad Shamim, Hossain, Rashed, Hough, Maxine, Hough, Sarah, Houghton, Catherine, Houghton, Kathryn, Houlihan, Rebecca, Housely, Kay, Houston, Hamish, Hovvels, Roseanna, How, Lee, Howaniec, Laura, Howard, Laura, Howard, Linda, Howard, Lucy, Howard, Sarah, Howard, Stuart, Howard-Griffin, Richard, Howe, Serena, Howells, Mark, Howie, Lyn, Howlett, Kerry, Howlett, Sophie, Hrycaiczuk, Josh, Htoon, Naing Zaya, Htwe, Su, Hu, Ying, Huah, Chiang Ooi Huah, Huckle, Abby, Huda, Shahzya, Hudak, Alison, Hudig, Lisa, Hudson, Heather, Hudson, Oli, Hufton, Alison, Huggins, Connor, Hughes, Alistair, Hughes, Emma, Hughes, Gareth, Hughes, Heather, Hughes, Luke, Hughes, Rachel, Hughes, Rebecca, Hughes, Samantha, Hughes, Stephen, Hughes, Vikki, Hughes, Wesley, Huhn, Lukas, Hui, Ching, Hulbert, Ruth, Hull, Diana, Hull, Grace, Hull, Robert, Hulme, Amanda, Hulme, Peter, Hulse, Wendy, Hulston, George, Hum, Ryan, Hume, Megan, Humphrey, Charlotte, Humphries, Alasdair, Humphries, Joanne, Hunt, Fiona, Hunt, Jonquil, Hunt, Kristen, Hunt, Luke, Hunt, Sophie, Hunter, Alexandra, Hunter, Karl, Hunter, Neil, Huntington, George, Hurditch, Elizabeth, Hurley, Cian, Hurley, Katrina, Husain, Mohammed A, Husaini, Syeda Y, Huson, Coralie, Hussain, Afreen, Hussain, Ibraar, Hussain, Ifza, Hussain, Mohammad, Hussain, Muhammad, Hussain, Reda, Hussain, Samia, Hussain, Sanniah, Hussain, Yasmin, Hussam El-Din, Mohammed, Hussey, Rebecca, Hutchinson, Anja, Hutchinson, Camille, Hutchinson, Dorothy, Hutchinson, Elizabeth, Hutchinson, John, Hutsby, Claire, Hutton, Paula, Huyen, Thuong, Hydes, Daniella, Hyde-Wyatt, Jamie, Hynes, Niamh, Hyslop, Megan, Ibraheim, Mazen, Ibrahim, Abdalla, Ibrahim, Ahmed, Ibrahim, Asil, Ibrahim, Mohamed, Ibrahim, Wadah, Idowu, Adetokunbo Idowu, Idrees, Muhammad, Idrees, Nauman, Iftikhar, Hina, Iftikhar, Mawara, Igwe, Chukwuemeka, Ijaz, Mohammad, Ikomi, Amaju, Iles, Clare, Iliodromiti, Stamatina, Ilsley, Mary, Ilves, Lorna, Imam-Gutierrez, La'ali, Imray, Christopher, Imtiaz, Haider, Ingham, Jack, Ingham, Julie, Ingham, Rory, Ingle, Tejas, Inglis, Jennifer, Ingram, Anne, Ingram, Luke, Inns, Peter, Inweregbu, Ken, Ionescu, Andreea Alina, Ionita, Ana, Iordanov, Ilian Petkov, Ipe, Anil, Iqbal, Madiha, Iqbal, Mohammed, Iqbal Sait, Faisal, Ireland, Jane, Irons, Robert, Irshad, Mohannad, Irshad, Muhammad S, Irvine, Janice, Irvine, Val, Irving, Robert, Ishak, Mina, Isherwood, Erica, Islam, Aminul, Islam, Samsul, Islim, Abdurrahman, Ismail, Ali, Ismail, Omar, Ison, Caroline, Israa, M'hamedi, Isralls, Sharon, Ivan, Monica, Ivenso, Chineze, Ivy, Ashleigh, Iwanikiw, Sophie, Ixer, Karen, Iyer, Menaka, Iyer, Mia, Jack, Calum, Jackson, Amanda, Jackson, Ben, Jackson, Beth, Jackson, Ella, Jackson, Helen, Jackson, Lauren, Jackson, Melanie, Jackson, Nicola, Jackson, Shane, Jacob, Patricia, Jacob, Reni, Jacques, Nicola, Jafar, Anisa, Jafferji, Daniel, Jaffery, Ali, Jagadish, Chandrashekar, Jagannathan, Vijay, Jagpal, Mandeep, Jaime, Fernandez Roman, Jain, Neemisha, Jain, Seema, Jain, Susan, Jaiswal, Sanjay, Jajbhay, Danyal, Jaki, Thomas, Jallow, Bintou, Jaly, Yusuf, Jamal, Sabine, Jamal, Zeba, Jameel, Yasmin, James, Albie, James, Christie, James, Kate, James, Lee, James, Linda, James, Mark, James, Nicholas, James, Olivia, James, Rebecca, James, Ruth, James, Tracy, Jameson, Jack, Jamison, Aaron, Jane, Phoebe, Janmohamed, Azara, Jansz, Sabrina, Japp, Deepa, Jardim, Victor, Jardine, Catherine, Jarnell, Emma, Jarvie, Ellie, Jarvis, Claire, Jarvis, Rosina, Jastrzebska, Patrycja, Javed, Hafsa, Jawad, Mays, Jawaheer, Lona, Jayachandran, Anu, Jayachandran, D, Jayakumar, Angelina, Jayaram, Deepak, Jayaram, Ravi, Jayasekera, Geeshath, Jayatilleke, Thilina, Jayebalan, Abi, Jeddi, Saman, Jeelani, Mohammad S, Jeffery, Katie, Jeffrey, Helen, Jeffrey, Rachel, Jeffreys, Nathan, Jeffs, Benjamin, Jegede, Debbie, Jemima, Taylor, Jenkin, Ifan, Jenkins, Alison, Jenkins, Christopher, Jenkins, David, Jenkins, Elinor, Jenkins, Sarah, Jenkins, Sian, Jenkins, Stephen, Jennings, Jacqui, Jennings, Louise, Jennings, Virginia, Jerome, Ellen, Jerry, Douglas, Jessup-Dunton, Ellen, Jesus Silva, Jorge Antonio, Jetha, Champa, Jethwa, Kishan, Jha, Roshan, Jhanji, Shaman, Jian, Khoo, Jiao, Zhixin, Jimenez, Laura, Jimenez Gil, Ana, Jith, Jithin, Joefield, Teishel, Johal, Navraj, Johannessen, Karine, Johari, Aisyah, John, Annie, John, Anu, John, Navin, Johns, Emma, Johns, Margaret, Johnson, Antoinette, Johnson, Emma, Johnson, Gillian, Johnson, Kathryn, Johnson, Katie, Johnson, Luke, Johnson, Mark, Johnson, Oliver, Johnston, Claire, Johnston, Janet, Johnston, Susan, Johnston, Victoria, Johnstone, Dawn, Johnstone, Ed, Johnstone, Janet, Joishy, Manohar, Jones, Adam, Jones, Alistair, Jones, Annabel, Jones, Ben, Jones, Bryony, Jones, Carys, Jones, Ceri, Jones, Charlotte, Jones, Christine E, Jones, Debra, Jones, Emily, Jones, Gareth, Jones, Geraldine, Jones, Jac, Jones, James, Jones, Jonathon, Jones, Julie, Jones, Kate E, Jones, Laura, Jones, Laura M, Jones, Louise, Jones, Mathew, Jones, Nicola, Jones, Paul, Jones, Rhianna, Jones, Ruth E, Jones, Samantha, Jones, Sophie, Jones, Stefanie, Jones, Steve, Jones, Taya, Jones, Tim, Jones, Tracey, Jonnalagadda, Ramya, Jordache, Rebecca, Jose, Sanal, Joseph, Anna, Joseph, P Aiden, Joseph, Rosane, Joseph, Sibet, Joshi, Dhaara, Joshi, Mehul, Joshi, Pratichi, Josiah, Benz, Joyce, Tiffany, Ju Wen Kwek, Adriel, Jude, Edward, Judge, Parminder, Juhl, Jessica, Jujjavarapu, Sirisha, Juniper, Mark, Juszczak, Edmund, Jyothish, Deepthi, Kabiru Dawa, Kasamu, Kacar, Mark, Kadam, Nikhil, Kahari, Rebecca, Kakoullis, Gail, Kala Bhushan, Azad, Kalayi, Richard J K, Kaliannan Periyasami, Roobala, Kallistrou, Efthymia, Kalsoom, Seika, Kam, Elisa, Kamara, John, Kamara, Mohamed, Kamath, Ajay, Kamath, Prakash, Kamath, Ravindra, Kamerkar, Siddharth Arun, Kametas, Nick, Kamfose, Musaiwale, Kane, Leia, Kankam, Osei, Kannan, Thogulava, Kant, Abhinav, Kapil, Vikas, Kapoor, Ritoo, Kapoor, Sonal, Kar, Sourjya, Kara, Janaka, Kark, Rona, Karkey, Abhilasha, Karunaratne, Nicholas, Kasianczuk, Natashja, Kasipandian, Vidya, Kassam, Rizwan, Kathirgamachelvam, Janarth, Katsande, Victoria, Kaul, Kulbinder, Kaur, Daljit, Kaur, Dervinder, Kaur, Jasmin, Kaur, Jaspreet, Kausar, Zunaira, Kawser, Mohammad A A, Kay, Andrea, Kay, Sarah, Kayappurathu, Jossy N, Kaye, Callum, Kazeem, Ahemd, Kearns, Rachel, Kearsley, Nichola, Keating, Joanne, Keating, John, Keating, Liza, Keddie-Gray, Elizabeth, Keenan, Natalie, Kefas, Jonathan, Kegg, Stephen, Keith, Laura, Keke, Uzoamaka, Kellett, Joanne, Kelly, Alison, Kelly, David, Kelly, Diane, Kelly, Dominic, Kelly, Emma, Kelly, Laura, Kelly, Martin, Kelly, Michael, Kelly, Rosalind, Kelly, Sinead, Kelly, Stephen, Kelly-Baxter, Mary, Keltos, Marketa, Kemp, Timothy, Kendall-Smith, Alexandra, Kennard, Sarah, Kennedy, Ann, Kennedy, James, Kennedy-Hay, Sophie, Kenny, Julia, Kent, Melanie, Keogan, Lynne, Keough, Alexander, Kerr, A, Kerr, Andrew, Kerrison, Caroline, Kerry, Anthony, Kerslake, Helen, Kerslake, Ian, Kerss, 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Laura, Kinney, Fiona, Kiran, Sidra, Kirk, Jeremy, Kirk, Jodie, Kirkby, Amy, Kirkham, Emily, Kirkman, Gemma, Kirwan, Ursula, Kitching, Toby, Kitto, Laura, Kittridge, Lauren, Klaczek, Sarah, Kleemann, Frieder, Kmachia, Susan, Knapp, Christopher P, Knibbs, Lucy, Knight, Alicia, Knight, Fraser, Knight, Marian, Knight, Sarah, Knight, Steven, Knight, Tom, Knights, Ellen, Knights, Jane, Knolle, Martin, Knott, Carol, Knowles, Charlotte, Knowles, Karen, Knowles, Laurence, Knox, Emily, Knox, Lucy, Koch, Oliver, Kodituwakku, Ronan, Koduri, Gouri, Koirata, Aisha, Kolakaluri, Eirene, Kolodziej, Magdalena, Kolokouri, Eirini, Kon, Samantha, Konar, Niladri, Kononen, Mari, Konstantinidis, Athanasios, Koo, Hui Fen, Koopmans, Imogen, Kopyj, Emmanuela, Korcierz, Laura, Korolewicz, James, Koshy, George, Kosmidis, Chris, Kotecha, Jalpa, Kothandaraman, Easwari, Kouranloo, Koushan, Kousar'c, Rukhsana, Kousteni, Margarita, Kovac, Maja, Kozak Eskenazia, Alex, Krasauskas, Kestutis, Krishnamurthy, Raghu, Krishnamurthy, Vinodh, Krishnan, Manju, Krishnan, Hari, Krizak, Suzanne, Krupej, Sean, Kubisz-Pudelko, Agnieszka, Kudsk-Iversen, Soren, Kudzinskas, Aurimas, Kukadiya, Chirag, Kulkarni, Nainesha, Kumar, Aditi, Kumar, Mayur, Kumar, Ramesh, Kumar, Ravi, Kumar, Rita, Kumar, Rupa, Kumar, Satish, Kumar, Vimal, Kundu, Arun, Kunst, Heinke, Kurani, Amit, Kurdy, Mohammed, Kurian, Rincy, Kurmars, Vimal, Kuronen-Stewart, Cameron, Kusangaya, Ranganai Scott, Kushakovsky, Vlad, Kuverji, Apexa, Kyei-Mensah, Amma, Kyere-Diabour, Thyra, Kyi, Moe, Kyi, Nyan May, Kyle, Laura, Kyriaki, Karali-Tsilimpari, Labao, Julius, Lacey, Louise, Lack, Nikki, Ladlow, Emma, Lafferty, Heather, Laha, Shondipon, Lahane, Sushil, Lai, Clement, Lai, James, Laing, Robert, Laing-Faiers, Inez, Laity, Emily, Lakeman, Nicki, Lalloo, David, Lalloo, Fiona, Lam, Alison, Lamb, Fiona, Lamb, Lucy, Lamb, Thomas, Lambert, Pauline, Lameirinhas, Claudia, Lami, Mohammed Kadhim Gulam, Lamont, Holly, Lamparski, Michal, Lamrani, Djillali, 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Subramanian, Maharajh, Anjanie, Maharjan, Kijan, Mahaveer, Ajit, Mahay, Bal, Mahay, Kanta, Mahdi, Hibo, Mahendiran, Thushika, Mahendran, Siva, Maher, Sarah, Maheswaran, Anistta, Maheswaran, Shameera, Maheswaran, Tina, Mahjoob-Afag, Parisa, Mahmood, Ahmed, Mahmood, Farhana, Mahmood, Waheed, Mahmood, Zahra, Mahmoud, Hager, Mahony, Ewan, Mair, Luke, Majekdunmi, Toluwani, Majid, Kesson, Major, Rupert, Majumdar, Jaydip, Majumder, Mohammad K H, Makin, Stephen, Malanca, Marius, Malcolm, Hannah, Malein, Flora, Malhan, Neeraj, Malik, Ayesha, Malik, Gulshan, Maljk, Mohammed, Mallett, Paul, Mallinder, Petrina, Mallison, Georgia, Mallon, Louise, Malone, Edward, Maloney, Gracie, Mamman, Madhu, Man, Irene, Man, Kathy, Mancinelli, Rossana, Mancuso-Marcello, Marco, Manders, Tracy, Manderson, Lauren, Mandeville, Justin, Manhas, Roope, Maniero, Carmen, Manikonda, Ravi, Mann, Bobby, Manning, Jonathan, Mannion, Pascoe, Mansi, Katherine, Manso, Katarina, Mansour, Dina, Mapfunde, Isheunesu T, Mappa, Predeesh, Maraj, Hemant, Marchand, Clare, Marcus, Neil, Marecka, Maria, Margabanthu, Gomathi, Margalef, Jordi, Margarit, Lavinia, Margaritopoulos, Georgios, Margarson, Mike, Maria del Rocio, Fernandez M, Maria Pfyl, Teresa, Mariano, Victor, Maric, Ashleigh, Markham, Grace, Marks, Maria, Marks, P, Marouzet, Elisabeth, Marriott, Arran, Marriott, Cheryl, Marriott, Nemonie, Marsden, Karen, Marsden, Paul, Marsden, Sarah, Marsden, Tracy, Marsh, Robyn, Marshall, Adam, Marshall, Andrew, Marshall, Gail, Marshall, Henry, Marshall, Jaimie, Marshall, Jenna, Marshall, Nicola, Marshall, Riley, Marshall, Jennifer, Martin, Emmeline, Martin, Hayley, Martin, Hope, Martin, Jane, Martin, Karen, Martin, Kate, Martin, Laila, Martin, Michael, Martin, Noelia, Martin, Tim, Martin, Winston, Martin, Sarah, Martindale, Tim, Martineau, Marcus, Martinez, Lauren, Martinez Garrido, Jose Carlos, Martin-Lazaro, Juan, Maruthamuthu, Vijay Kumar, Maryan, Gemma, Mary-Genetu, Roman, Maryosh, Sam, Masani, Vidan, Maseda, Diego, Mashate, Sheila, Mashhoudi, Yasaman, Mashta, Al, Masih, Izhaq, Masih, Sanna, Maskell, Nick, Maskell, Perry, Masoli, Matthew, Mason, Rebecca, Mason, Richard, Mason, Ruth, Mason, Claire, Masood, Mohammad, Masood, Mohammad Tariq, Masood, Syed, Masud, Aaqib, Matapure, Lear, Matei, Cristina, Matewe, Ropafadzo, Matharu, Manraj, Mathen, Stephy, Mather, Alex, Mather, Nicole, Mathers, Jonathan, Matheson, Joanna, Mathew, Amal, Mathew, Anna, Mathew, Moncy, Mathew, Verghese, Mathews, Jesha, Mathias, Kate, Matila, Darwin, Matimba-Mupaya, Wadzanai, Matin, Nashaba, Matisa, Elina, Matonhodze, Max, Matovu, Elijah, Mattappillil, Jaysankar, Matthews, Alison Jane, Matthews, Heather, Matthews, Helen, Maxton, Fiona, Maxwell, Adam, Maxwell, Veronica, May, James, May, Joanne, May, Philippa, Mayanagao, Irving, Maycock, Matthew, Mayers, Graham, Mayor, Shelley, Mazen, Ibreaheim, Mazzella, Andrea, Mburu, Nyambura, McAleese, Eleanor, McAlinden, Paul, McAlpine, Audrey, McAlpine, Graeme, McAndrew, Jonathan, McAuley, Hamish, McAuliffe, Sarah, McBrearty, Claire, McBride, Erin, McBuigan, Michael, McBurney, James, McCabe, Laura, McCairn, Amanda, McCammon, Jake, McCammon, Nicole, McCann, Conor, McCarrick, Alexandra, McCarron, Brendan, McCarthy, Eoghan, McCarthy, Michelle, McCarthy, Natalie, McCaughey, Sinead, McChlery, Gareth, McClay, Tara, McClelland, Beverley, McClintock, Declan, McCormack, Patricia, McCormick, Jacqueline, McCormick, Wendy, McCourt, Paul, McCrae, Jame, McCready, Sharon, McCreath, Gordan, McCreedy, Helen, McCullagh, Iain James, McCullagh, Liz, McCullagh, Megan, McCullough, Conor, McCullough, Katherine, McCullough, Nicola, McCullough, Sarah, McCurrach, Fiona, McDermott, Rory, McDevitt, Katharine, McDill, Helen, McDonald, Basil, McDonald, Claire, McDonald, Debbie, McDonald, Rob, McDonald, Sam, McDonald, Damhnaic, McDougall, Rowan, McEleavy, Irene, McEntee, Julie, McEvoy, Evanna, McEwen, Ruth, McFadden, Margaret, McFarland, Denise, McFarland, Margaret, McFarland, Rachel, McGarry, Erin, McGarvey, Lorcan, McGettigan, Clodagh, McGettrick, Michael, McGhee, Christopher, McGill, Fiona, McGinnity, Sarah, McGlinchey, Neil, McGlone, Phil, McGlynn, Deborah, McGoldrick, Claire, McGoldrick, Clare, McGough, Elizabeth, McGrath, Brendan, McGregor, Amanda, McGregor, Annemarie, McGuinness, Heather, McGuire, Sean, McHugh, Tara, McInnes, Caroline, McInnes, Neil, McIntyre, Karen, McIntyre, Mhairi, McKay, Lorna, McKeag, Conor Padraig, McKee, Madeleine, McKeever, Joseph, McKenna, Shirley, McKeogh, Donogh, McKerr, Caroline, McKie, Anthony Michael, Mckie, Laura, McKnight, Gerard, McLachlan, Heather, McLaren, Andrew, McLaren, Barbara, McLarty, Nicola, McLaughlin, Maria, McLay, James, McLeish, Mary, McLennan, Tina, McLure, Stewart, McMahon, Anne Marie, McMahon, Genevieve, McMahon, Mike, McMahon, Stephen, McManus, Terence, McMaster, Moyra, McMaster, Paddy, McMeekin, Samuel, McMillan, Nicola, McMinn, Jason, McMorrow, Liam, McNally, Helen, McNeela, Fiona, McNeil, Lynne, McNeill, Claire, McNeill, Shea, McNelis, Una, McNulty, Melanie, McNulty, Roisin, McParland, Christopher, McPhail, Mark, McQueen, Alison, McSkeane, Anna, McSorland, Denise, McTaggart, Gini, McTaggart, Jacqueline, Mead, Joanna, Meadows, Emma, Meakin, Olivia, Mearns, Ben, Mearns, Claire, Mears, Kim, Mears, William, Meda, Manjula, Mediana, Ayren, Medine, Ross, Medveczky, Thomas, Meehan, Sharon, Meeks, Emily, Megan, Abbi, Meghani, Nevan, Meghjee, Salim, Mehra, Rohan, Meiring, James, Mejri, Rayane, Melander, Sabina, Melinte, Adriana-Stefania, Mellor, Francesca, Mellor, Samantha, Mellor, Zoe, Mellows, Katrina, Melnic, Vladimir, Melville, Alice, Melville, Julie, Membrey, Helen, Mencias, Mark, Mendonca, Cheryl, Mentzer, Alexander, Menzies, Dan, Mepham, Sue, Mercer, Oliver, Mercer, Pauline, Merchant, Arwa, Merchant, Fatema, Mercioniu, Mihaela, Meredith, Megan, Merida Morillas, Marta, Merrick, Blair, Merritt, Jack, Merritt, Simon, Merwaha, Ekta, Message, Simon, Metcalf-Cuenca, Gabriel, Metcalfe, Benjamin, Metcalfe, Kneale, Metherell, Stella, Metryka, Alexsandra, Mew, Louise, Meyrick, Simon, Mguni, Nhlanhla, Miah, Atiqa, Miah, Jagrul, Miah, Nahima, Mic, Gabriela, Micallef, Dariush, Michael, Alice, Michael, Angiy, Michael, Shery, Michalak, Natalia, Michalca-Mason, Loredana, Middle, Janet, Middleton, Hayley, Middleton, Jennifer Tegan, Middleton, Maeve, Middleton, Sophie, Mieres, Shelley, Mihalca-Mason, Loredana, Mikolasch, Theresia, Milgate, Sarah, Millar, Colin, Millar, Jonathan, Miller, David, Miller, Johnathan, Miller, Lucy, Miller, Rachel, Miller-Biot, Naomi, Miller-Fik, Alex, Millett, Louise, Milligan, Hazel, Milligan, Iain, Milliken, Caitlin, Millington, Katherine, Millington, Samuel, Mills, Helen, Mills, Janet, Millward, Helen, Miln, Rebecca, Milne, Alice, Milne, Charlotte, Milne, Louise, Milner, Joanne, Min, Zayar, Mindel, Samuel, Minnis, Chrissie, Minnis, Paul, Minton, Jane, Miranda, Frederico, Mires, Lucy, Mirza, Taimur, Misbahuddin, Anjum, Mishra, Aseem, Mishra, Biswa, Mishra, Eleanor, Mishra, Ritu, Misra, Sannidhya, Mistry, Deena, Mistry, Heena, Mital, Dushyant, Mitchard, Sarah, Mitchell, Alan, Mitchell, Ben, Mitchell, Piers, Mitchelmore, Philip, Mitra, Andrew, Mitra, Atideb, Mitra, Sandip, Mizzi, Clarisse, Moakes, Emma, Moatt, Emma, Modgil, Gita, Mohamed, Abdelrahman, Mohamed, Arez, Mohamed, Osab, Mohammad, Waheed, Mohammed, Aliabdulla, Mohammed, Omer, Mohammed, Yaser Nabil Sharkawy, Mohamud, Bilal Ahmed, Moharram, Amr, Mok, Jonathan, Moller-Christensen, Christine, Mollet, Mateus, Molloholli, Malid, Molloy, Aoife, Molloy, Linda, Molyneux, Andrew, Momoniat, Tasnim, Monaghan, Holly, Monaghan, Krista, Mongolu, Shiva, Monika, Tesha, Monsell, Katelyn, Montasser, Mahmoud, Montgomery, Alan, Montgomery, Hugh, Moodley, Prebashan, Moody, Margaret, Moody, Nick, Moon, Angela, Moon, James, Moon, Ji-Hye, Moon, Maria, Moonan, May, Moondi, Parvez, Moore, Alex, Moore, Christopher, Moore, Davidjar, Moore, Faye, Moore, Judith, Moore, Laura, Moore, Sally, Moore, Sonia, Moores, Rachel, Morab, Ed, Morales, Jose, Moramorell, Nuria, Moran, Louise, Moray, Grishma, Moreno-Cuesta, Jeronimo, Morgan, Amy, Morgan, Caitlin, Morgan, Christine, Morgan, Colin, Morgan, Lauren, Morgan, Leila, Morgan, Matthew, Morgan, Patrick, Morgan-Jones, Katie, Morgan-Smith, Emily, Morley, Anna, Morley, Thomas, Morley, Wendy, Morris, Anna, Morris, Damian, Morris, Fiona, Morris, Helen, Morris, Juliet, Morris, Katie, Morris, Laura, Morris, Lucy, Morris, Mary-Anne, Morris, Niall, Morris, Paul, Morris, Sheila, Morris, Susan, Morrison, Douglas, Morrison, Moira, Morrison, Scott, Morrissey, Mary, Morrow, Anna, Morselli, Franca, Mortem, Gordon, Morton, Chelsea, Morton, Gordon, Morzaria, Priti, Moss, Alison, Moss, Charlotte, Moss, Sarah, Moss, Stuart, Motherwell, Nicki, Mouland, Johanna, Moulds, Caroline, Moulton, Hilary, Mousley, Elizabeth, Moxham, Karen, Moya, Borja, Moyo, Quberkani, Mshengu, Eunice, Mtuwa, Sheila, Muazzam, Ali, Muazzam, Iqtedar Ahmed, Muchenje, Nykki, Mudawi, Dalia, Muddegowda, Girish, Mugal, Imran, Mughal, Ahsan, Muglu, Javaid, Muhammad, Javed, Muir, Carol, Mukherjee, Dipak, Mukhtar, Syed Asim Ali, Mukimbiri, Denise, Mulgrew, Peter, Mulhearn, Ben, Mulla, Arafat, Mullan, Dee, Mullasseril Kutten, Dileepkumar, Mullen, Niall, Mullett, Rosemary, Mulligan, Sandra, Mumelj, Lana, Mumford, Andrew, Munavvar, Mohammed, Munby, Henry, Munro, Anne-Marie, Munt, Sheila, Mupudzi, McDonald, Murad, Arshid, Muraina, Oluwatosin Hakeem, Muralidhara, Koteshwara, Murdoch, Mhairi, Murira, Jennifer, Murphy, Alison, Murphy, Carl, Murphy, Gail, Murphy, Peter, Murphy, Sheenagh, Murphy, Simon, Murray, Clare, Murray, David, Murray, Eleanor, Murray, Katie, Murray, Kenneth, Murray, Lisa, Murray, Lorna, Murray, Tracey, Murtagh, Eoin, Murthy, Mithun, Murton, Catherine, Murton, Rosie, Muru, Neeka, Musanhu, Rosemary, Mushabe, Maimuna, Mushtaq, Omaisa, Mustafa, Ahmed M M, Mustafa, Elhaytham, Mustafa, Mustafa, Mustapha, Ibrahim, Mustufvi, Zhain, Mutch, Callum, Mutema, Eric, Muthukrishnan, Balakumar, Mutton, Sheree, Muzengi, Natasha, Mwadeyi, Memory, Mwale, Bettina, Mwaura, Esther, Myagerimath, Raji, Myers, Alice, Myers, Sam, Myint, Khin Swe, Myint, Yadee, Myslivecek, Libor, Nadar, Evelyn, Nadeem, Iftikhar, Nadheem, Moosa, Naeem, Asma, Naeem, Hassan, Naeem, Salman, Nafees, Samraiz, Nafei, Mohamed, Nagarajan, Thapas, Nagra, Imrun, Nagra, Deepak, Naguib, Mina, Naguleswaran, Kirushthiga, Nagumantry, K Shonit, Naicker, Kevin, Naidoo, Sarveshni, Naik, Gireesha, Naik, Rishi, Naik, Samir, Nair, Devu Sasikumar, Nair, Rajiv, Nair, Tanushree, Naisbitt, Jay, Naismith, Kerry, Nallapareddy, Sri, Nallapeta, Soum, Nallasivan, Arumugan, Nanda, Uttam, Nandani, Aarti, Naqvi, Ali Raza, Naqvi, Asadullah, Naqvi, Sara, Nasa, Sophia, Nash, Dominic, Nasheed, Nader, Nasimudeen, Abdul, Nasir, Umer, Nasser, Tahir, Natarajan, Anuja, Natarajan, Geetha, Natarajan, Nalin, Natarajan, Nikhila, Natarajan, Rajkumar, Nathaniel, Noel, Nathvani, Mala, Nathwani, Priyan, Nava, George, Navaneetham, Neena, Navaratnam, Jeya, Navarra, Helen, Naveed, Sadaf, Navin, John, Nawaz, Khuteja, Nawaz, Sarfaraz, Nawaz, Shasta, Nayar, Bonilla, Naylor, Suzanne, Nayyar, Moez, Naz, Farrah, Naz, Mobeena, Nazari, Babak, Nazir, S, Nazir, Sehar, Ncomanzi, Dumisani, Ndefo, Onyine, Neal, Alan, Neary, Elaine, Negmeldin, Mostafa, Neill, Paula, Neils, Hector E, Nejad, Avideah, Nel, Louise, Nelson, Marie, Nelson, Richard, Nelson, Scott, Nelwan, Erni, Nemane, Rajesh, Nepal, Samiksha, Nethercott, Daniel, Netherton, Kimberley, Nettleton, Kimberley, Newby, Alison, Newby, Angela, Newby, David, Newcombe, Tracy, Newman, Charlotte, Newman, Diana, Newman, Julie, Newman, Oscar, Newman, Tabitha, Newman, Thomas, Newport, Rachel, Newson, Christopher, Newton, Maria, Ng, Anthony Y K C, Ng, Ka Wing, Ng, Maxine, Ng, Sarah, Ng, Wee Jin, Ngan, Thomas, Ngui, Gabriel CE, Ngumo, Alice, Nic Fhogartaigh, Caoimhe, Nicholas, Nathalie, Nicholas, Philip, Nicholls, Donna, Nicholls, Lisa, Nicholson, Alice, Nicholson, Anne, Nicholson, Annette, Nickson, Ian, Nicol, Eileen, Nicol, Elizabeth, Nicol, Rebecca, Nicola, Pantelis, Nicoll, Antony, Nikolaos, Pantzaris, Nikonovich, Georgii, Nilsson, Annette, Nimako, Kofi, Nimako, Louise, Nimmo, Camus, Ninan, Preethy, Nirmalan, Mahesh, Nisar, Muhammad, Nisbett, Toby, Nisha James, Aksinya, Nishat, Sabaahat, Nishiyama, Tomoko, Nix, Sara, Nixon, Jennifer, Nixon, Maxine, Nizam Ud Din, Khwaja, Nizami, Maria, Noba, Lyrics, Noble, Harriet, Noe, Hsu, Nolan, Jerry, Noor, Zahid, Noori, Zaid, Norman, Louis, Norman, Rachel, Norris, Karen, Norris, Lillian, Nortcliffe, Sally Ann, North, Fiona, North, Julie, North, Thomas, Northfield, John, Northover, Samantha, Nortje, Jurgens, Norton, Donna, Norton, Rowen, Notman, Holly, Nourein, Khalid, Novak, Timea, Nugdallah, Mohamed, Nugent, Anne Marie, Nugent, Justine, Nundlall, Kribashnie, Nunn, Kieran, Nunn, Michelle, Nunnick, Jane, Nupa, Yvonne, Nurgat, Zubeir, Nyamugunduru, Godfrey, Nyirenda, Maggie, Nyland, Kerry, O Shea, Daire, O'Hara, Chloe, O'Reilly, Kevin, O'Rourke, William, Oakley, Caroline, Obale, Begho, Oboh, Clements, O'Brien, Clare, O'Brien, Julie, O'Brien, Kirsty, O'Brien, Linda, O'Brien, Neale, O'Brien, Rachel, O'Brien, Tracey, O'Bryan, Emma, Obukofe, Ross, O'Callaghan, Christopher, O'Connell, Lorcan, OConnor, Tadg, O'Connor, Chris, O'Connor, Grainne, Odam, Miranda, Oddie, Sam, Oddy, Sharon, Odedina, Yejide, Odedra, Krishma, Odelberg, Sven Wilhelm, Odell, Natasha, Oderinde, Omolola, Odone, Jessica, O'Donovan, Catherine, O'Farrell, Stephen, Offord, Pamela, Ogbara, Tanwa, Ogilvie, Catherine, O'Gorman, Ciaran, Ogunkeye, Oluwatomilola, Ohia, Udeme, Ohja, Shinjali, Ojo, Ohiowele, O'Kane, Mark, Okeke, Tolu, OKell, Eleanor, Okines, Alicia, Okpala, Iheoma, Okpo, Ernest, Okubanjo, Maryanne, Olaiya, Raphael, Old, Tim, Oleszkiewicz, Gregory, Oliver, Annie, Oliver, Catherine, Oliver, Jesse, Oliver, Martyn, Oliver, Zoe, Olokoto, Nurudeen O, Olonipile, Folusho, Olufuwa, Olumide, Olukoya, Olatomiwa, Oluwole-Ojo, Akinlolu, O'Malley, Laura, Omar, Maryam, Omar, Zohra, Omer, Nimca, O'Neill, Connaire, O'Neill, Lauran, Ong, Chon Sum, Onyeagor, Chidera, Ooi, Huah Chiang, Oomatia, Amin, Opena, Maria, Oram, Richard, Ord, Christy, Ord, Jonathan, Orekoya, Lola, O'Riordan, Devaki, O'Riordan, Sean, Orme, Amy, Orme, Hannah, Orr, Charlotte, Orr, Sarah, Orton, Christopher, Osadcow, Anna, Osagie, Rawlings, Osanlou, Rostam, Osborne, Lynn, Osborne, Nigel, Osborne, Rebecca, Osborne, Wendy, Osborne, William, Osbourne, Charles, Osei-Bobie, Jennifer, Osman, Joseph, Osman, Wa'el, Osman, Bashir, Osoata, G, Ostermann, Marlies, O'Sullivan, Eoin, O'Sullivan, Susan, Otey, Noor, Otite, Otheroro K., O'Toole, Marie, Owen, Rachel, Owen, Stephanie, Owens, Emma, Owoseni, Yetunde, Owston, Michael, Oxlade, Ruth, Ozdes, Feray, Pack, Jamie, Packham, Sophie, Paczko, Piotr, Padden, Grace, Padmakumar, Anand, Page, Iain, Page, Joseph, Page, Valerie, Paget, Jodi, Pagett, Katherine, Paisley, Lee, Pajak, Susie, Pakozdi, Angela, Pal, Soubhik, Pal, Sushi, Palacios, April, Palagiri Sai, Vishnu Bharadwaj, Palaniappan, Vadivu, Palanivelu, Priya, Palfreeman, Adrian, Palit, Deepshikha, Palmer, Alistair, Palmer, Lynne, Pamphlett, Ian, Pan, Daniel, Pandey, Anmol, Pandian, Nithya, Pandya, Krishnaa, Pandya, Tej, Panes, Alice, Pang, Yee Wei, Pannell, Laura, Pannu, Kanwar, Pant, Suman, Panthakalam, Sathianathan, Pantin, Charles Thomas, Pao, Norman, Papaconstantinou, Helen, Papineni, Padmasayee, Paques, Kitty, Paradowski, Kerry, Parambil, Vinay, Paranamana, Supathum, Parashar, Siddhant, Parberry, Ian, Parekh, Amy, Parekh, Dhruv, Parfitt, Louise, Parfrey, Helen, Parikh, Omi, Parish, Gemma, Park, John, Parker, Angela, Parker, Ben, Parker, Emma, Parker, Jacob, Parker, Julie, Parker, Laura, Parker, Lucy, Parker, Sara, Parker, Sean, Parkin, Kirstin, Parkinson, Anna, Parkinson, Valerie, Parmar, Chetan, Parmar, Viraj, Parris, Victoria, Parry, Helen Claire, Parslow-Williams, Siobhan, Parsonage, Maria, Parsons, Penny, Partridge, Richard, Parvin, 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Claire, Peglar, Suzannah, Peirce, Benjamin H, Pelham, Claire, Pemberton, Abigail, Penacerrada, Melchizedek, Pender, Anthony, Pendlebury, Carmel, Pendlebury, Jessica, Penfold, Rachel, Penman, Catherine, Penman, Julie, Penman, Rachel, Penner, Justin, Penney, Kristi, Penny, James, Pepperell, Justin, Pereira, Adriana, Pereira, Rita, Pereira Dias Alves, Carlota, Perez, Elena, Perez, Jane, Perinpanathan, Tanaraj, Periyasamy, Lakshmi, Perritt, Elizabeth, Perry, Alison, Perry, Emily, Perry, Meghan, Perumpral, Thomas M, Pessoa-Amorim, Guilherme, Petch, Ruth, Peter, Lionel, Peters, Cecilia, Peters, Mark, Peters, Steve, Peters, Tim, Petersen, Remy, Peterson, Alexandra, Peto, Leon, Petras, Iulia, Petrou, Ilianna, Petrova, Boyanka, Petrova, Mirela, Pfeffer, Paul, Phanish, Mysore, Phelan, Paul, Philbey, Christopher, Philbin, Jennifer, Phillips, Alex, Phillips, Dylan, Phillips, Rachael, Phipps, Marie, Phongsathorn, Virach, Phull, Mandeep, Phulpoto, Masroor Mubeen, PI, Myat Tin Trafford, Pick, Sara, Pickard, James, Pickering, Charlotte, Pickering, Gillian, Pickett, Thomas, Pickles, Joanna, Pickwell-Smith, Benjamin, Pieniazek, Natalia, Piercy, Charlie, Pieris, Angelo, Pilgrim, Samia, Pillai, Paul Anthony, Pilsworth, Zoe, Pinches, Heather, Pinches, Stacey, Pine, Kirsty, Pinjala, Muni Tejha, Pintus, Stefania, Piper, Graeme, Pirani, Tasneem, Pittman, Marcus, Pitts, Sally, Plaatjies, Nicolene, Platt, Naomi, Pleass, Robert, Plummer, Laura, Plumptre, Charles, Pobjoy, Jonathan, Pogreban, Tatiana, Poku, Stephen, Pollard, Rachel, Pollock, Louisa, Poluyi, Oluwamayowa, Polwarth, Gary John, Pomery, Fiona, Ponnusamy, Ponmurugan, Ponnusamy, Suresh, Ponnuswamy, Aravind, Ponte Bettencourt dos Reis, Inês, Pooboni, Suman, Poole, Alice, Poole, Lynda, Poole, Michele, Poon, Sharon, Poonian, Tajinder, Porter, David, Porter, Jo, Porter, Linda, Porter, Ross, Postlethwaite, Kelly, Pothina, Narayana, Potla, Priyadarshan, Potoczna, Dorota, Pott, Jason, Potter, Alison, Potter, Jean, Potter, Sarah, Potter, Tracey, Potton, Elspeth, Potts, Joanne B, Potts, Julie, Potts, Kathryn, Poudyal, Beli, Poultney, Una, Poulton, Katherine, Poustie, Vanessa, Powell, James, Powell, Jordan, Power, Deborah, Power, Nick, Poxon, Joseph, Poyner, Robin, Pradhan, Vidushi, Prady, Helena, Prasad, Aalekh, Prasad, Krishna, Prasanth Raj, Fredy, Prasath, Sangeetha, Pratley, Anezka, Pratt, Steven, Preiss, David, Prendergast, Claire, Prentice, Lynn, Prentice, Peter, Prescott, Verity, Presland, Laura, Prest, Catharine, Preston, Stephen, Pretorius, Martha, Prevatt, Natalie, Prew, Sandra, Price, Ashley, Price, Carly, Price, Claire, Price, David, Price, Elizabeth, Price, Nathan, Price, Vivien, Priest, Anne, Prieto, Jimena, Primrose, Lorraine, Prince, Clare, Prince, Judith, Prince, Laura, Pringle, Shirley, Pristopan, Veronika, Pritchard, Kelly, Pritchard, Lucy, Pritchard, Simon, Priyash, Verma, Procter, Andrew, Proctor, Clare, Proudfoot, Rebecca, Prudon, Benjamin, Pryor, David, Pudi, Solomon, Pugh, Joanne, Pugh, Lawrence, Pugh, Mark Timothy, Pugh, Nichola, Pugh, Richard, Puisa, Veronika, Punia, Kirandip, Punnilath Abdulsamad, Saleel, Purandare, Laura, Purdue, Corrina, Purewal, Bally, Pursell, Molly, Purssord, Gregory, Purves, Rory, Purvis, Sarah, Puspatriani, Khairunnisa, Puxty, Kathryn, Puyrigaud, Zoe, Pynn, Michael, Qadeer, Tariq, Qayum, Mohammad, Quah, Corrine, Quaid, Sheena, Quail, Nathaniel, Quamina, Charlotte, Quayle, Alice, Quek, Eleanor, Quenby, Siobhan, Qui, Xinyi, Quick, Vanessa, Quigley, Julie, Quijano-Campos, Juan-Carlos, Quinn, Andrew, Quinn, Tom, Quratulain, Quratulain, Qureshi, Danya, Qureshi, Ehsaan, Qureshi, Hasanain, Qureshi, Khadija, Qureshi, Nawaz, Qurratulain, Qurratulain, Qutab, Saad, Rabbani, Muhammad Sharoz, Rabinowicz, Simon, Raceala, Madalina, Rachman, Raissa, Rad, Laura, Radford, Jane, Radford, Liz, Radhakrishnan, Jayachandran, Rafique, Cecillia, Rafique, Jethin, Rafique, Muhammad, Ragatha, Ravi, Raghunathan, Aiswarya, Raguro, Abigail, Raha, Shankho D, Rahama, Sana, Rahardjani, Mutia, Rahilly, Karen, Rahim, Faisal, Rahimi, Abdul H, Rahimi, Haseena Rana, Rahman, Muhammad, Rahman, Salim Ur, Rai, Prajan, Raisova, Lenka, Raj, Arjun, Rajagopalan, Pradeep, Rajaiah, Nithy, Rajasekaran, Arvind, Rajasri, Aylur, Rajbhandari, Sagar, Rajeswaran, Thurkka, Rajeswary, Jyothi, Rajkanna, Jeyanthy, Rajmohan, Gayathri, Rallan, Ruth, Ralston, Katherine, Ralston, Maximilian, Ram, Matsa, Ramabhadran, Balaji, Ramali, Fathima, Ramali, Mohamed, Ramanan, Athimalaipet, Ramanna, Shashikira, Ramasamy, Maheshi, Rambe, Irfah, Ramdin, Dhanishta, Ramirez, Jozel, Ramirez, Mylah, Ramnarain, Geshwin, Ramos, Lidia, Ramraj, Shanthi, Ramshaw, Alex, Rana, Aleem, Rana, Ghulam Farid, Rana, Rehman, Rand, Abby, Rand, James, Randheva, Harpal, Ranga, Poonam, Rangar, Manmeet, Rangarajan, Harini, Ranjan, Sameer, Rank, Hannah, Ranka, Poormina, Rankhelawon, Rajesh, Rao, Anita, Rao, Sandhya, Rao, Sanjay, Rao, Deepak, Rasheed, Althaf Abdul, Rashid, Khalid, Ratcliff, Simbisai, Ratcliffe, Sam, Ratcliffe, Sophy, Rath, Sanjeev, Rather, Mohmad Iqbal, Rathore, Selina, Ratnakumar, Aravinden, Ratoff, Jonathan, Rattehalli, Deepa, Raw, Jason, Raw, Rachael, Rawlins, Hywel, Ray, Gautam, Raymond-White, Adam, Raynard, Dana, Rayner, Nicola, Raynsford, Amy, Razvi, Salman, Razvi, Zarine, Read, Kerry, Read, Sarah, Reddy, Ajay, Reddy, Anvesh, Reddy, Harsha, Reddy, Ravi, Redfern-Walsh, Aine, Redome, Alex, Redome, Joan, Reed, Anna, Reed, John, Rees, Andrew, Rees, James, Rees, Martyn, Rees, Sarah, Rees, Stephanie, Rees, Tabitha, Regan, Fiona, Regan, Karen, Regan, Susan, Rege, Kanchan, Rehan, Ahmed, Rehman, A, Rehman, Shoib, Rehman, Zainab, Reid, Ada, Reid, Andrew, Reid, Jennifer, Reid, Jeremy, Reid, Sharon, Reilly, Mkyla, Reith, Christina, Remegoso, Alda, Rengan, Dinakaran, Renshaw, Stephen, Renu Vattekkat, Remya, Reschreiter, Henrik, Revels, Mark, Rewitzky, Glynis, Reynard, Charles, Reynish, Dominic, Reynolds, Peter, Reynolds, Piero, Rhodes, Jonathan, Riaz, Naghma, Rice, Emily, Rice, Matthew, Rich, Mel, Richards, Alison, Richards, Liz, Richards, Suzanne, Richardson, Celia, Richardson, Julie, Richardson, Neil, Richardson, Nicky, Riches, Joanne, Riches, Katie, Richmond, Leah, Richmond, Ruth, Ricketts, William, Rickman, Hannah, Riddell, Anna, Ridha, Mohamed, Ridley, Carrie, Ridley, Paul, Rieck, Gudrun, Rigby, Linsey, Rijal, Samita, Riley, Hannah, Riley, Matthew, Riley, Phil, Rimainar, Atika, Rimba, Zwesty V P, Rimmer, Dominic, Rintoul, Robert, Riordan, Andrew, Ripley, David, Rippon, Naomi, Rishton, Chloe, Riste, Michael, Ritchie, David, Ritchie, Jane, Ritchings, Andy, Rivera Ortega, Pilar, Rivers, Vanessa, Rizvi, Batool, Rizvi, Syed AS, Rizvi, Syed H M, Robb, James, Roberts, Ian, Roberts, Jane, Roberts, Jean, Roberts, Karen, Roberts, Mark, Roberts, Nicky, Roberts, Philip, Roberts, Rebecca, Robertson, Calum, Robertson, James, Robertson, Jamie, Robertson, Nichola, Robertson, Stuart, Robin, Nicole, Robinson, Caroline, Robinson, Emma, Robinson, Gisela, Robinson, Hannah, Robinson, 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Rozewicz, Sam, Rudenko, Anna, Rudrakumar, Senthan, Rudran, Banu, Ruff, Shannon, Rughani, Prita, Rundell, Sharon, Rushmer, Jeremy, Rusk, Darren, Russell, Peter, Russell, Richard, Russo, Cristina, Rutgers, Marieke, Ryan, Aidan, Ryan, Brendan, Ryan, Lucy, Ryan, Matthew, Ryan, Pat, Ryan, Phil, Ryan-Wakeling, Declan, Saad, M, Sabale, Javeson, Sabaretnam, Suganya, Sadiq, Noman, Sadler, Emma, Saffy, Ashiq, Sage, Beth, Sagoo, Harkiran, Sagrir, Sobia, Saha, Rajnish, Saha, Sian, Sahdev, Nikhil, Sahedra, Sarvjit, Sahota, Jagdeep, Said, Nooria, Sakthi, Sreekanth, Sakuri, Hikari, Saladi, Murthy, Salam, Abdul, Salberg, Armorel, Salciute, Erika, Saleeb, Gina, Saleh, Mumtaz, Salih, Hizni, Salih, Laylan, Salisbury, Sarah, Saliu, SiteEneye, Salman, Rustam, Salmon, Jenny, Salutous, Dario, Sam, Mfon, Sam, Sally, Samakomva, Tinashe, Saman, Razan, Samar, Sakeena, Samlal, Renaldo, Sammons, Emily, Sammut, David, Sammut, Mark, Sampath, Sunitha, Sampson, Claire, Sampson, Julia, Samson, Aashna, Samson, Anda, Samuel, Johnson, Samuel, Merna, Samuel, Reena, Samuel, Thomas D L, Samuel, Younan, Samuels, Elsward, Samuels, Theo, Samways, Joanna, Samyraju, Manjula, Sana, Ilves, Sanchez, Veronica, Sanchez Gonzalez, Amada, Sanda-Gomez, Alina, Sandercock, Peter, Sanderson, Amy, Sanderson, Tom, Sandhi, Prabowo, Sandhu, Kuljinder, Sandhu, Loveleen, Sandow, Sam, Sandrey, Victoria, Sands, Sarah, Sangombe, Mirriam, Sanju, Mathew, Sankaran, Lakshmi, Santos, Filipa, Santosh, Rojy, Sanyal, Jayanta, Sanz-Cepero, Aureo F, Saragih, Dan, Saralaya, Dinesh, Saraswatula, Arun, Sarella, Joshua, Sarfatti, Avishay, Sargent, Rebecca, Sari, Beatrix, Sari, Diah, Sarkar, Khatija, Sarkar, Rahuldeb, Sarma, Sruthi, Sarwar, Zainab, Sass, Thea, Sathe, Sonia, Sathianandan, Sobitha, Sathyanarayanan, Abilash, Sathyanarayanan, Lavanya S J P, Sathyapalan, Thozhukat, Satodia, Prakash, Saulite, Vera, Saunders, Andrew, Saunders, Rachel, Saunders, Samantha, Saunderson, Anne, Savill, Heather, Savlani, Karishma, Saxena, Gauri, Saxton, 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Reka, Sung, Edmond, Sunni, Nadia, Suntharalingam, Jay, Sur, Amitava, Suresh, Dharmic, Suresh, Shilpa, Surtees, Michael, Susan, C, Suter, Danielle, Sutherland, Helen, Sutherland, Rachel, Sutherland, Rebecca, Sutinyte, Dovile, Sutton, Deborah, Sutton, Sam, Sutu, Mihaela, Svensson, Marie-Louise, Svirpliene, Sima, Swain, Andrew, Swaine, Thomas, Swales, Christopher, Swart, Tirion, Sweetman, Stephen, Swift, Ealish, Swift, Paul, Swift, Pauline, Swift, Rachael, Swingler, Rachel, Swinhoe, Sophie, Swist-Szulik, Katarzyna, Swithenbank, Luke, Syed, Omair, Sykes, Catriona, Sykes, Daisy, Sykes, Eliot, Sylvester, Luke, Symon, Dominic, Syndercombe, Andrew, Syrimi, Zoe, Syson, Jen, Szabo, Gemma, Szakmany, Tamas, Szekely, Megan, Szeto, Matthew, Tadros, Maria, Tageldin, Amr, Tague, Lucy, Tahir, Hasan, Tahir, Muhammad, Takyi, Abigail, Talbot, Peter, Talbot -Smith, Alison, Talbot-Ponsonby, James, Tallent, Richard, Tallon, Bradley, Tan, Adrian, Tan, Bee Theng Tan, Tan, Hock, Tan, Huey, Tan, Keith, Tan, Wei 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UsherRea, Alex, Ustianowski, Andrew, Vaccari, Linda C, Vaghela, Uddhav, Vaidya, Abhay, Valecka, Bernardas, Valentine, Jennifer, Valeria, Balan, Vallabhaneni, Pramodh, Vamplew, Luke, Vamvakiti, Ekaterini, Vamvakopoulos, Joannis, van de Venne, Maud, van der Meer, Alex, van der Stelt, Nora, Vance-Daniel, Joseph, Vancheeswaran, Rama, Vandeyoon, Samuel I, Vankayalapati, Padma, Vanmali, Piyush, Vansomeren, Chloe, Van't Hoff, William, Vara, Sejal, Vardy, Stehen J, Varghese, Anu, Varghese, Maria, Varney, William, Varnier, Giulia, Vasadi, Valeria, Vass, Olivia, Vasu, Vimal, Vasudevan, Vasanthi, Vatish, Manu, Vayalaman, Heloyes, Vaz, Christopher, Veale, Niki, Veerasamy, Sachuda, Velan, Bar, Velankar, Swati, Velauthar, Luxmi, Veli, Neyme, Vella, Nicola, Velusamy, Anitha, Venables, Ian, Venditti, Mavi, Venkataramakrishnan, Ramya, Venn, Richard, Venn, Robert, Ventilacion, Lyn, Vere, Joanne, Veres, Mark, Vergnano, Stefania, Verling, Will, Verma, Amit, Vernall, Rachel, Vernon, Britney, Vertue, Mark, 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Jessica, Wallendszus, Karl, Waller, Arabella, Waller, Rosemary, Wallis, Gabiel, Wallis, Gabriel, Wallis, Louise, Walsh, Donna, Walsh, Elizabeth, Walsh, Livia, Walstow, Deborah, Walter, Daniel, Walters, Alex, Walters, Holt, Walters, James, Walters, Jocelyn, Walton, Eileen, Walton, Lucy, Walton, Olivia, Walton, Sharon, Walton, Susan, Wan, Mandy, Wan, Thin, Wanda, Junita, Wands, Mary, Wane, Rachel, Wang, Frank, Wang, Nick, Wang, Ran, Warbrick, Deborah, Warburton, Samantha, Ward, Deborah, Ward, Emma, Ward, Joanna, Ward, Luke, Ward, Nicola, Ward, Rachael, Ward, Thomas, Ward, Tom, Warden, Scott A, Wardle, Steve, Wardy, Hassan, Waring, Scott, Warmington, Jenny, Warner, Ben, Warner, Christian, Warnock, Lewis, Warran, Sarah, Warren, Jade, Warren, Lisa, Warren, Yolanda, Warren-Miell, Hannah, Warwick, Gill, Watchorn, Hazel J, Waterfall, Holly, Waters, Abby, Waters, Donald, Waterstone, Mark, Watkins, Catherine, Watkins, Catrin, Watkins, Eleanor, Watkins, Karen, Watkins, Lynn, Watson, Abigail, Watson, Adam J R, Watson, Ekaterina, Watson, Eleanor, Watson, J G R, Watson, Paul, Watson, Rebecca, Watson, Robert, Watters, Malcolm, Watterson, Donna, Watts, Daniel, Watts, John, Watts, Merlin, Waugh, Victoria, Wayman, Emma, Wazir, Akhlaq, Weatherhead, Mark, Weatherly, Nick, Webb, Hayley, Webb, Kathryn, Webb, Kylie, Webb, Stephen, Websdale, Cheryl, Webster, Deborah, Webster, Ian, Webster, Tim, Wee, Ling, Weerakoon, Rebecca, Weerasinghe, Thanuja, Weeratunga, Janaka, Weetman, Maria, Wei, Shuying, Weichert, Immo, Welch, Hugh, Welch, James, Welch, Leanne, Welch, Steven, Weller, Samantha, Wellings, Lucy, Wells, Brian, Wellstead, Susan, Welsh, Berni, Welsh, Richard, Welters, Ingeborg, Welton, Rachael, Wentworth, Lauren, Wesseldine, Kate, West, Magdelena, West, Raha, West, Ruth, West, Sophie, Western, Luke, Westhead, Ruth, Weston, Heather, Westwood, Alice, Wetherill, Bill, Wheaver, Sharon, Wheeler, Helen, Whelan, Ben, Whelband, Matthew, Whileman, Amanda, Whitcher, Alison, White, Andrew, 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2022
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