41 results on '"Guda A"'
Search Results
2. Endotracheal tubes with dexamethasone eluting electrospun coating improve tissue mechanical function after upper airway injury
- Author
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Gabriela Gonzales, Ronit Malka, Lisa Marinelli, Christine M. Lee, Solaleh Miar, Stacy Cook, Gregory R. Dion, and Teja Guda
- Subjects
Medicine ,Science - Abstract
Abstract Corticosteroid-eluting endotracheal tubes (ETTs) were developed and employed in a swine laryngotracheal injury model to maintain airway patency and provide localized drug delivery to inhibit fibrotic scarring. Polycaprolactone (PCL) fibers with or without dexamethasone were electrospun onto the ETT surface PCL-only coated ETTs and placed in native airways of 18 Yorkshire swine. Regular and dexamethasone-PCL coated ETTs were placed in airways of another 18 swine injured by inner laryngeal mucosal abrasion. All groups were evaluated after 3, 7 and 14 days (n = 3/treatment/time). Larynges were bisected and localized stiffness determined by normal indentation, then sequentially matched with histological assessment. In the native airway, tissue stiffness with PCL-only ETT placement increased significantly from 3 to 7 days (p = 0.0016) and 3 to 14 days (p
- Published
- 2024
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- View/download PDF
3. Synchrotron-based operando X-ray diffraction and X-ray absorption spectroscopy study of LiCo0.5Fe0.5PO4 mixed d-metal olivine cathode
- Author
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Hamdalla, Taymour A., Aboraia, Abdelaziz M., Shapovalov, V. V., Guda, A. A., Kosova, N. V., Podgornova, O. A., Darwish, A. A. A., Al-Ghamdi, S. A., Alfadhli, S., Alatawi, Aadel M., and Soldatov, Alexander
- Published
- 2023
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- View/download PDF
4. Immunomodulatory therapy with glatiramer acetate reduces endoplasmic reticulum stress and mitochondrial dysfunction in experimental autoimmune encephalomyelitis
- Author
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Makar, Tapas K., Guda, Poornachander R., Ray, Sugata, Andhavarapu, Sanketh, Keledjian, Kaspar, Gerzanich, Volodymyr, Simard, J. Marc, Nimmagadda, Vamshi K. C., and Bever, Jr, Christopher T.
- Published
- 2023
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- View/download PDF
5. Immunomodulatory therapy with glatiramer acetate reduces endoplasmic reticulum stress and mitochondrial dysfunction in experimental autoimmune encephalomyelitis
- Author
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Tapas K. Makar, Poornachander R. Guda, Sugata Ray, Sanketh Andhavarapu, Kaspar Keledjian, Volodymyr Gerzanich, J. Marc Simard, Vamshi K. C. Nimmagadda, and Christopher T. Bever
- Subjects
Medicine ,Science - Abstract
Abstract Endoplasmic reticulum (ER) stress and mitochondrial dysfunction are found in lesions of multiple sclerosis (MS) and animal models of MS such as experimental autoimmune encephalomyelitis (EAE), and may contribute to the neuronal loss that underlies permanent impairment. We investigated whether glatiramer acetate (GA) can reduce these changes in the spinal cords of chronic EAE mice by using routine histology, immunostaining, and electron microscopy. EAE spinal cord tissue exhibited increased inflammation, demyelination, mitochondrial dysfunction, ER stress, downregulation of NAD+ dependent pathways, and increased neuronal death. GA reversed these pathological changes, suggesting that immunomodulating therapy can indirectly induce neuroprotective effects in the CNS by mediating ER stress.
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- 2023
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6. Synchrotron-based operando X-ray diffraction and X-ray absorption spectroscopy study of LiCo0.5Fe0.5PO4 mixed d-metal olivine cathode
- Author
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Taymour A. Hamdalla, Abdelaziz M. Aboraia, V. V. Shapovalov, A. A. Guda, N. V. Kosova, O. A. Podgornova, A. A. A. Darwish, S. A. Al-Ghamdi, S. Alfadhli, Aadel M. Alatawi, and Alexander Soldatov
- Subjects
Medicine ,Science - Abstract
Abstract Lithium-ion batteries based on high-voltage cathode materials, such as LiCoPO4, despite being promising in terms of specific power, still suffer from poor cycle life due to the lower stability of common non-aqueous electrolytes at higher voltages. One way to overcome this issue might be decreasing the working potential of the battery by doping LiCoPO4 by Fe, thus reducing electrolyte degradation upon cycling. However, such modification requires a deep understanding of the structural behavior of cathode material upon lithiation/delithiation. Here we used a combination of operando synchrotron-based XRD and XAS to investigate the dynamics of d-metal local atomic structure and charge state upon cycling of LiCo0.5Fe0.5PO4 mixed d-metal olivine cathode material. Principal components analysis (PCA) of XAS data allowed the extraction of spectra of individual phases in the material and their concentrations. For both Co and Fe two components were extracted, they correspond to fully lithiated and delithiated phases of LixMPO4 (where M = Fe, Co). Thus, we were able to track the phase transitions in the material upon charge and discharge and quantitatively analyze the M2+/M3+ electrochemical conversion rate for both Fe and Co. Rietveld's refinement of XRD data allowed us to analyze the changes in the lattice of cathode material and their reversibility upon (de)lithiation during cycling. The calculation of DFT and Bader charge analysis expects the oxygen redox procedure combined with d-metals redox, which supplements iron charge variations and dominates at high voltages when x
- Published
- 2023
- Full Text
- View/download PDF
7. Repellency Assessment of Nepeta cataria Essential Oils and Isolated Nepetalactones on Aedes aegypti.
- Author
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Reichert, William, Ejercito, Jadrian, Guda, Tom, Dong, Xujun, Wu, Qingli, Ray, Anandasankar, and Simon, James E
- Abstract
There is an increased need for improved and affordable insect repellents to reduce transmission of rapidly spreading diseases with high mortality rates. Natural products are often used when DEET cannot be afforded or accessed and when consumers choose not to use a synthetic repellent. The essential oils from two newly bred Nepeta cataria (catnip) plants representing two different chemotypes and their respective isolated nepetalactone isomers were evaluated as mosquito repellents against Aedes aegypti mosquitoes that transmit the Zika and Dengue virus in a one choice landing rate inhibition assay. A dose response curve was generated for each treatment and a time course analysis of repellency was performed over 24 hours with a N. cataria essential oil sample. The results indicate that all essential oil samples and their respective purified nepetalactone isomers were able to achieve greater than 95% repellency. Between two and four hours, the ability to repel more than 95% of the mosquitoes diminished. At the lowest concentrations tested, the nepetalactones and crude essential oil samples were more effective than DEET at reducing the number of mosquito landings.
- Published
- 2019
8. NBBt-test: a versatile method for differential analysis of multiple types of RNA-seq data
- Author
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Tan, Yuan-De and Guda, Chittibabu
- Published
- 2022
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9. 7,8-Dihydroxyflavone improves neuropathological changes in the brain of Tg26 mice, a model for HIV-associated neurocognitive disorder
- Author
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Bryant, Joseph, Andhavarapu, Sanketh, Bever, Christopher, Guda, Poornachander, Katuri, Akhil, Gupta, Udit, Arvas, Muhammed, Asemu, Girma, Heredia, Alonso, Gerzanich, Volodymyr, Simard, J. Marc, and Makar, Tapas Kumar
- Published
- 2021
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10. Author Correction: 7,8-Dihydroxyflavone improves neuropathological changes in the brain of Tg26 mice, a model for HIV-associated neurocognitive disorder
- Author
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Bryant, Joseph, Andhavarapu, Sanketh, Bever, Christopher, Guda, Poornachander, Katuri, Akhil, Gupta, Udit, Arvas, Muhammed, Asemu, Girma, Heredia, Alonso, Gerzanich, Volodymyr, Simard, J. Marc, and Makar, Tapas Kumar
- Published
- 2021
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11. Integrative network analyses of transcriptomics data reveal potential drug targets for acute radiation syndrome
- Author
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Moore, Robert, Puniya, Bhanwar Lal, Powers, Robert, Guda, Chittibabu, Bayles, Kenneth W., Berkowitz, David B., and Helikar, Tomáš
- Published
- 2021
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12. Author Correction: Integrative network analyses of transcriptomics data reveal potential drug targets for acute radiation syndrome
- Author
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Moore, Robert, Puniya, Bhanwar Lal, Powers, Robert, Guda, Chittibabu, Bayles, Kenneth W., Berkowitz, David B., and Helikar, Tomáš
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- 2021
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13. Synthesis of novel cytotoxic tetracyclic acridone derivatives and study of their molecular docking, ADMET, QSAR, bioactivity and protein binding properties
- Author
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Veligeti, Rajkumar, Madhu, Rajesh Bagepalli, Anireddy, Jayashree, Pasupuleti, Visweswara Rao, Avula, Vijaya Kumar Reddy, Ethiraj, Krishna S., Uppalanchi, Srinivas, Kasturi, Sivaprasad, Perumal, Yogeeswari, Anantaraju, Hasitha Shilpa, Polkam, Naveen, Guda, Mallilkarjuna Reddy, Vallela, Swetha, and Zyryanov, Grigory Vasilievich
- Published
- 2020
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14. Age related extracellular matrix and interstitial cell phenotype in pulmonary valves
- Author
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Wu, Shaohua, Kumar, Vikas, Xiao, Peng, Kuss, Mitchell, Lim, Jung Yul, Guda, Chittibabu, Butcher, Jonathan, and Duan, Bin
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- 2020
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15. In-depth Mendelian randomization analysis of causal factors for coronary artery disease
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Tan, Yuan-De, Xiao, Peng, and Guda, Chittibabu
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- 2020
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16. Epigenetically dysregulated genes and pathways implicated in the pathogenesis of non-syndromic high myopia
- Author
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Vishweswaraiah, Sangeetha, Swierkowska, Joanna, Ratnamala, Uppala, Mishra, Nitish K., Guda, Chittibabu, Chettiar, Shiva S., Johar, Kaid R., Mrugacz, Malgorzata, Karolak, Justyna A., Gajecka, Marzena, and Radhakrishna, Uppala
- Published
- 2019
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17. MicroRNA cluster miR199a/214 are differentially expressed in female and male rats following nicotine self-administration
- Author
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Pittenger, Steven T., Schaal, Victoria L., Moore, Dalia, Guda, Rahul S., Koul, Sneh, Yelamanchili, Sowmya V., Bevins, Rick A., and Pendyala, Gurudutt
- Published
- 2018
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18. Age related extracellular matrix and interstitial cell phenotype in pulmonary valves
- Author
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Jung Yul Lim, Peng Xiao, Bin Duan, Vikas Kumar, Jonathan T. Butcher, Shaohua Wu, Mitchell Kuss, and Chittibabu Guda
- Subjects
0301 basic medicine ,Pathology ,medicine.medical_specialty ,Proteome ,Swine ,Science ,Cardiology ,Heart Valve Diseases ,030204 cardiovascular system & hematology ,Matrix (biology) ,Biology ,Article ,Interstitial cell ,Extracellular matrix ,Glycosaminoglycan ,03 medical and health sciences ,0302 clinical medicine ,Gene expression ,medicine ,Animals ,Humans ,Heart valve ,Pulmonary Valve ,Multidisciplinary ,Heart ,Phenotype ,Extracellular Matrix ,030104 developmental biology ,medicine.anatomical_structure ,Aortic Valve ,Pulmonary valve ,Mitral Valve ,Medicine ,Female ,Stress, Mechanical ,Biomarkers - Abstract
Heart valve disease is a common manifestation of cardiovascular disease and is a significant cause of cardiovascular morbidity and mortality worldwide. The pulmonary valve (PV) is of primary concern because of its involvement in common congenital heart defects, and the PV is usually the site for prosthetic replacement following a Ross operation. Although effects of age on valve matrix components and mechanical properties for aortic and mitral valves have been studied, very little is known about the age-related alterations that occur in the PV. In this study, we isolated PV leaflets from porcine hearts in different age groups (~ 4–6 months, denoted as young versus ~ 2 years, denoted as adult) and studied the effects of age on PV leaflet thickness, extracellular matrix components, and mechanical properties. We also conducted proteomics and RNA sequencing to investigate the global changes of PV leaflets and passage zero PV interstitial cells in their protein and gene levels. We found that the size, thickness, elastic modulus, and ultimate stress in both the radial and circumferential directions and the collagen of PV leaflets increased from young to adult age, while the ultimate strain and amount of glycosaminoglycans decreased when age increased. Young and adult PV had both similar and distinct protein and gene expression patterns that are related to their inherent physiological properties. These findings are important for us to better understand the physiological microenvironments of PV leaflet and valve cells for correctively engineering age-specific heart valve tissues.
- Published
- 2020
19. NBBt-test: a versatile method for differential analysis of multiple types of RNA-seq data
- Author
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Yuan-De Tan and Chittibabu Guda
- Subjects
Alternative Splicing ,Multidisciplinary ,Sequence Analysis, RNA ,Gene Expression Profiling ,Exome Sequencing ,RNA-Seq ,Transcriptome ,Software - Abstract
Rapid development of transcriptome sequencing technologies has resulted in a data revolution and emergence of new approaches to study transcriptomic regulation such as alternative splicing, alternative polyadenylation, CRISPR knockout screening in addition to the regular gene expression. A full characterization of the transcriptional landscape of different groups of cells or tissues holds enormous potential for both basic science as well as clinical applications. Although many methods have been developed in the realm of differential gene expression analysis, they all geared towards a particular type of sequencing data and failed to perform well when applied in different types of transcriptomic data. To fill this gap, we offer a negative beta binomial t-test (NBBt-test). NBBt-test provides multiple functions to perform differential analyses of alternative splicing, polyadenylation, CRISPR knockout screening, and gene expression datasets. Both real and large-scale simulation data show superior performance of NBBt-test with higher efficiency, and lower type I error rate and FDR to identify differential isoforms and differentially expressed genes and differential CRISPR knockout screening genes with different sample sizes when compared against the current very popular statistical methods. An R-package implementing NBBt-test is available for downloading from CRAN (https://CRAN.R-project.org/package=NBBttest).
- Published
- 2021
20. Author Correction: 7,8-Dihydroxyflavone improves neuropathological changes in the brain of Tg26 mice, a model for HIV-associated neurocognitive disorder
- Author
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Girma Asemu, Udit Gupta, Christopher T. Bever, Volodymyr Gerzanich, Sanketh Andhavarapu, Poornachander R. Guda, Alonso Heredia, Joseph Bryant, J. Marc Simard, Tapas K. Makar, Akhil Katuri, and Muhammed Ikbal Arvas
- Subjects
Oncology ,medicine.medical_specialty ,AIDS Dementia Complex ,Science ,HIV-associated neurocognitive disorder ,7,8-Dihydroxyflavone ,Mice ,Internal medicine ,medicine ,Animals ,Gliosis ,Phosphorylation ,Author Correction ,Multidisciplinary ,Membrane Glycoproteins ,business.industry ,Brain ,Protein-Tyrosine Kinases ,medicine.disease ,Flavones ,Disease Models, Animal ,Neuroprotective Agents ,Medicine ,business - Abstract
The combined antiretroviral therapy era has significantly increased the lifespan of people with HIV (PWH), turning a fatal disease to a chronic one. However, this lower but persistent level of HIV infection increases the susceptibility of HIV-associated neurocognitive disorder (HAND). Therefore, research is currently seeking improved treatment for this complication of HIV. In PWH, low levels of brain derived neurotrophic factor (BDNF) has been associated with worse neurocognitive impairment. Hence, BDNF administration has been gaining relevance as a possible adjunct therapy for HAND. However, systemic administration of BDNF is impractical because of poor pharmacological profile. Therefore, we investigated the neuroprotective effects of BDNF-mimicking 7,8 dihydroxyflavone (DHF), a bioactive high-affinity TrkB agonist, in the memory-involved hippocampus and brain cortex of Tg26 mice, a murine model for HAND. In these brain regions, we observed astrogliosis, increased expression of chemokine HIV-1 coreceptors CXCR4 and CCR5, neuroinflammation, and mitochondrial damage. Hippocampi and cortices of DHF treated mice exhibited a reversal of these pathological changes, suggesting the therapeutic potential of DHF in HAND. Moreover, our data indicates that DHF increases the phosphorylation of TrkB, providing new insights about the role of the TrkB-Akt-NFkB signaling pathway in mediating these pathological hallmarks. These findings guide future research as DHF shows promise as a TrkB agonist treatment for HAND patients in adjunction to the current antiviral therapies.
- Published
- 2021
21. Synchrotron-based operando X-ray diffraction and X-ray absorption spectroscopy study of LiCo0.5Fe0.5PO4 mixed d-metal olivine cathode.
- Author
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Hamdalla, Taymour A., Aboraia, Abdelaziz M., Shapovalov, V. V., Guda, A. A., Kosova, N. V., Podgornova, O. A., Darwish, A. A. A., Al-Ghamdi, S. A., Alfadhli, S., Alatawi, Aadel M., and Soldatov, Alexander
- Subjects
X-ray absorption ,X-ray spectroscopy ,X-ray diffraction ,CATHODES ,OLIVINE ,SYNCHROTRONS - Abstract
Lithium-ion batteries based on high-voltage cathode materials, such as LiCoPO
4 , despite being promising in terms of specific power, still suffer from poor cycle life due to the lower stability of common non-aqueous electrolytes at higher voltages. One way to overcome this issue might be decreasing the working potential of the battery by doping LiCoPO4 by Fe, thus reducing electrolyte degradation upon cycling. However, such modification requires a deep understanding of the structural behavior of cathode material upon lithiation/delithiation. Here we used a combination of operando synchrotron-based XRD and XAS to investigate the dynamics of d-metal local atomic structure and charge state upon cycling of LiCo0.5 Fe0.5 PO4 mixed d-metal olivine cathode material. Principal components analysis (PCA) of XAS data allowed the extraction of spectra of individual phases in the material and their concentrations. For both Co and Fe two components were extracted, they correspond to fully lithiated and delithiated phases of Lix MPO4 (where M = Fe, Co). Thus, we were able to track the phase transitions in the material upon charge and discharge and quantitatively analyze the M2+ /M3+ electrochemical conversion rate for both Fe and Co. Rietveld's refinement of XRD data allowed us to analyze the changes in the lattice of cathode material and their reversibility upon (de)lithiation during cycling. The calculation of DFT and Bader charge analysis expects the oxygen redox procedure combined with d-metals redox, which supplements iron charge variations and dominates at high voltages when x < 0.75 in Lix CoFePO4 . [ABSTRACT FROM AUTHOR]- Published
- 2023
- Full Text
- View/download PDF
22. 7,8-Dihydroxyflavone improves neuropathological changes in the brain of Tg26 mice, a model for HIV-associated neurocognitive disorder
- Author
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Muhammed Ikbal Arvas, Udit Gupta, Girma Asemu, Alonso Heredia, Joseph Bryant, Marc J Simard, Christopher T. Bever, Poornachander R. Guda, Tapas K. Makar, Sanketh Andhavarapu, Akhil Katuri, and Volodymyr Gerzanich
- Subjects
Brain-derived neurotrophic factor ,Cell biology ,Multidisciplinary ,business.industry ,Science ,virus diseases ,Tropomyosin receptor kinase B ,medicine.disease ,HIV-associated neurocognitive disorder ,Bioinformatics ,7,8-Dihydroxyflavone ,Neuroprotection ,Article ,Astrogliosis ,nervous system ,medicine ,Medicine ,business ,Neurocognitive ,Neuroinflammation ,Neuroscience - Abstract
Background: The combined antiretroviral therapy (cART) era has significantly increased the lifespan of HIV patients, turning a fatal disease to a chronic one. However, this lower but persistent level of HIV infection increases the susceptibility of HIV-associated neurocognitive disorder (HAND). Therefore, research is currently seeking improved treatment for this complication of HIV. In HIV+ patients, low levels of brain derived neurotrophic factor (BDNF) has been associated with worse neurocognitive impairment. Hence, BDNF administration has been gaining relevance as a possible adjunct therapy for HAND. However, systemic administration of BDNF is impractical because of poor pharmacological profile.Methods: We investigated the neuroprotective effects of BDNF-mimicking 7,8 dihydroxyflavone (DHF), a bioactive high-affinity TrkB agonist, in the memory-involved hippocampus and brain cortex of Tg26 mice, a murine model for HAND. We immunohistochemically stained brain tissue sections from vehicle-treated wild type (WT), vehicle-treated Tg26, and DHF (5 mg/kg, i.p)-treated Tg26 mice to examine activation of TrkB and downstream signaling, expression of HIV-1 chemokine co-receptors CXCR4 and CCR5, neuroinflammation, and mitochondrial damage. A one-way ANOVA with a Bonferroni Comparison post-hoc test was performed to analyze the data sets. Results: In the brain regions of Tg26 mice, we observed astrogliosis, increased CXCR4 and CCR5 expression, neuroinflammation, and mitochondrial damage. Hippocampi and cortices of DHF treated mice exhibited a reversal of these pathological changes, suggesting the therapeutic potential of DHF in HAND. Our data indicates that DHF increases the phosphorylation of TrkB, providing new insights about the role of the TrkB-Akt-NFkB signaling pathway in mediating these pathological hallmarks.Conclusions: Our study provides an overview of how targeting BDNF-TrkB signaling in the pathophysiology of HAND may be relevant for future therapies, and sheds light on 7,8 Dihydroxyflavone as a potential adjunct therapeutic agent to current antiviral therapy.
- Published
- 2021
- Full Text
- View/download PDF
23. Biochemical and functional characterization of glycosylation-associated mutational landscapes in colon cancer
- Author
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Venkitachalam, Srividya, Revoredo, Leslie, Varadan, Vinay, Fecteau, Ryan E., Ravi, Lakshmeswari, Lutterbaugh, James, Markowitz, Sanford D., Willis, Joseph E., Gerken, Thomas A., and Guda, Kishore
- Published
- 2016
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- View/download PDF
24. Author Correction: Integrative network analyses of transcriptomics data reveal potential drug targets for acute radiation syndrome
- Author
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David B. Berkowitz, Tomáš Helikar, Bhanwar Lal Puniya, Kenneth W. Bayles, Chittibabu Guda, Robert Powers, and Robert N. Moore
- Subjects
Drug ,Science ,media_common.quotation_subject ,MEDLINE ,Computational biology ,Mice ,Drug Delivery Systems ,Text mining ,Animals ,Humans ,Medicine ,Gene Regulatory Networks ,Author Correction ,media_common ,Multidisciplinary ,business.industry ,Published Erratum ,Drug Repositioning ,Acute Radiation Syndrome ,Databases, Nucleic Acid ,Transcriptome ,business ,Transcription Factors - Abstract
Recent political unrest has highlighted the importance of understanding the short- and long-term effects of gamma-radiation exposure on human health and survivability. In this regard, effective treatment for acute radiation syndrome (ARS) is a necessity in cases of nuclear disasters. Here, we propose 20 therapeutic targets for ARS identified using a systematic approach that integrates gene coexpression networks obtained under radiation treatment in humans and mice, drug databases, disease-gene association, radiation-induced differential gene expression, and literature mining. By selecting gene targets with existing drugs, we identified potential candidates for drug repurposing. Eight of these genes (BRD4, NFKBIA, CDKN1A, TFPI, MMP9, CBR1, ZAP70, IDH3B) were confirmed through literature to have shown radioprotective effect upon perturbation. This study provided a new perspective for the treatment of ARS using systems-level gene associations integrated with multiple biological information. The identified genes might provide high confidence drug target candidates for potential drug repurposing for ARS.
- Published
- 2021
- Full Text
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25. Integrative network analyses of transcriptomics data reveal potential drug targets for acute radiation syndrome
- Author
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David B. Berkowitz, Chittibabu Guda, Bhanwar Lal Puniya, Kenneth W. Bayles, Robert Powers, Tomáš Helikar, and Robert N. Moore
- Subjects
Drug ,BRD4 ,Multidisciplinary ,business.industry ,Science ,media_common.quotation_subject ,Acute Radiation Syndrome ,Computational biology ,Gene coexpression ,Article ,Computational biology and bioinformatics ,Transcriptome ,Functional clustering ,Drug repositioning ,Target identification ,Medicine ,Effective treatment ,business ,Transcriptomics ,Gene ,media_common - Abstract
Recent political unrest has highlighted the importance of understanding the short- and long-term effects of gamma-radiation exposure on human health and survivability. In this regard, effective treatment for acute radiation syndrome (ARS) is a necessity in cases of nuclear disasters. Here, we propose 20 therapeutic targets for ARS identified using a systematic approach that integrates gene coexpression networks obtained under radiation treatment in humans and mice, drug databases, disease-gene association, radiation-induced differential gene expression, and literature mining. By selecting gene targets with existing drugs, we identified potential candidates for drug repurposing. Eight of these genes (BRD4, NFKBIA, CDKN1A, TFPI, MMP9, CBR1, ZAP70, IDH3B) were confirmed through literature to have shown radioprotective effect upon perturbation. This study provided a new perspective for the treatment of ARS using systems-level gene associations integrated with multiple biological information. The identified genes might provide high confidence drug target candidates for potential drug repurposing for ARS.
- Published
- 2021
26. Exploring the edible gum (galactomannan) biosynthesis and its regulation during pod developmental stages in clusterbean using comparative transcriptomic approach
- Author
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Harsha Srivastava, Priya Sharma, Kishor Gaikwad, Tilak Raj Sharma, Guda Ramakrishna, Anshika Tyagi, Amitha Mithra Sevanthi, Nagendra K. Singh, Ramavtar Sharma, Amolkumar U. Solanke, and Sandhya Sharma
- Subjects
0106 biological sciences ,0301 basic medicine ,Time Factors ,Molecular biology ,Science ,Molecular Conformation ,Biology ,01 natural sciences ,Article ,Endosperm ,Mannans ,Transcriptome ,03 medical and health sciences ,Galactomannan ,chemistry.chemical_compound ,Biosynthesis ,Gene Expression Regulation, Plant ,Gene ,Transcription factor ,Gene Library ,chemistry.chemical_classification ,Microscopy ,Multidisciplinary ,Galactose ,Cyamopsis ,WRKY protein domain ,Microscopy, Electron ,030104 developmental biology ,Enzyme ,Biochemistry ,chemistry ,Seeds ,Medicine ,Carbohydrate Metabolism ,Plant sciences ,Biotechnology ,Transcription Factors ,010606 plant biology & botany - Abstract
Galactomannan is a polymer of high economic importance and is extracted from the seed endosperm of clusterbean (C. tetragonoloba). In the present study, we worked to reveal the stage-specific galactomannan biosynthesis and its regulation in clusterbean. Combined electron microscopy and biochemical analysis revealed high protein and gum content in RGC-936, while high oil bodies and low gum content in M-83. A comparative transcriptome study was performed between RGC-936 (high gum) and M-83 (low gum) varieties at three developmental stages viz. 25, 39, and 50 days after flowering (DAF). Total 209,525, 375,595 and 255,401 unigenes were found at 25, 39 and 50 DAF respectively. Differentially expressed genes (DEGs) analysis indicated a total of 5147 shared unigenes between the two genotypes. Overall expression levels of transcripts at 39DAF were higher than 50DAF and 25DAF. Besides, 691 (RGC-936) and 188 (M-83) candidate unigenes that encode for enzymes involved in the biosynthesis of galactomannan were identified and analyzed, and 15 key enzyme genes were experimentally validated by quantitative Real-Time PCR. Transcription factor (TF) WRKY was observed to be co-expressed with key genes of galactomannan biosynthesis at 39DAF. We conclude that WRKY might be a potential biotechnological target (subject to functional validation) for developing high gum content varieties.
- Published
- 2021
- Full Text
- View/download PDF
27. Synthesis of novel cytotoxic tetracyclic acridone derivatives and study of their molecular docking, ADMET, QSAR, bioactivity and protein binding properties
- Author
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Rajesh Madhu, Yogeeswari Perumal, Krishna S. Ethiraj, Mallilkarjuna Reddy Guda, Rajkumar Veligeti, Naveen Polkam, Vijaya Kumar Reddy Avula, Sivaprasad Kasturi, Hasitha Shilpa Anantaraju, Grigory V. Zyryanov, Swetha Vallela, Visweswara Rao Pasupuleti, Jaya Shree Anireddy, and Srinivas Uppalanchi
- Subjects
0301 basic medicine ,ANTINEOPLASTIC AGENT ,DRUG SCREENING ,Organic chemistry ,Quantitative Structure-Activity Relationship ,MOLECULAR DOCKING SIMULATION ,lcsh:Medicine ,Medicinal chemistry ,ANTINEOPLASTIC AGENTS ,Plasma protein binding ,PROTEIN BINDING ,01 natural sciences ,chemistry.chemical_compound ,CHEMISTRY ,ACRIDONE ,Amide ,MOLECULAR DOCKING ,lcsh:Science ,HEK293 CELL LINE ,chemistry.chemical_classification ,Multidisciplinary ,Trifluoromethyl ,ACRIDONE DERIVATIVE ,HUMAN ,HUMANS ,HT29 CELLS ,Molecular Docking Simulation ,Acridone ,QUANTITATIVE STRUCTURE-ACTIVITY RELATIONSHIP ,HT29 Cells ,Acridones ,Protein Binding ,Macromolecule ,Quantitative structure–activity relationship ,HEK293 CELLS ,Stereochemistry ,Antineoplastic Agents ,Article ,Cell Line ,QUANTITATIVE STRUCTURE ACTIVITY RELATION ,03 medical and health sciences ,Cell Line, Tumor ,Humans ,ACRIDONES ,Chemical synthesis ,HT-29 CELL LINE ,PHYSIOLOGY ,CELL LINE, TUMOR ,010405 organic chemistry ,lcsh:R ,DRUG SCREENING ASSAYS, ANTITUMOR ,In vitro ,0104 chemical sciences ,TUMOR CELL LINE ,HEK293 Cells ,030104 developmental biology ,Enzyme ,chemistry ,PROCEDURES ,CELL LINE ,lcsh:Q ,Drug Screening Assays, Antitumor - Abstract
Acridone based synthetic and natural products with inherent anticancer activity advancing the research and generating a large number of structurally diversified compounds. In this sequence we have designed, synthesized a series of tetracyclic acridones with amide framework viz., 3-(alkyloyl/ aryloyl/ heteroaryloyl/ heteroaryl)-2,3-dihydropyrazino[3,2,1-de]acridin-7(1H)-ones and screened for their in vitro anti-cancer activity. The in vitro study revealed that compounds with cyclopropyl-acetyl, benzoyl, p-hydroxybenzoyl, p-(trifluoromethyl)benzoyl, p-fluorobenzoyl, m-fluorobenzoyl, picolinoyl, 6-methylpicolinoyl and 3-nicotinoyl groups are active against HT29, MDAMB231 and HEK293T cancer cell lines. The molecular docking studies performed for them against 4N5Y, HT29 and 2VWD revealed the potential ligand–protein binding interactions among the neutral aminoacid of the enzymes and carbonyl groups of the title compounds with a binding energy ranging from − 8.1394 to − 6.9915 kcal/mol. In addition, the BSA protein binding assay performed for them has confirmed their interaction with target proteins through strong binding to BSA macromolecule. The additional studies like ADMET, QSAR, bioactivity scores, drug properties and toxicity risks ascertained them as newer drug candidates. This study had added a new collection of piperazino fused acridone derivatives to the existing array of other nitrogen heterocyclic fused acridone derivatives as anticancer agents. © 2020, The Author(s). The authors thank GVK Biosciences Pvt. Ltd., Nacharam, Hyderabad, India for sponsoring chemicals and analytical data. Authors Dr. Avula Vijaya Kumar Reddy and Prof. Dr. Grigory V. Zyryanov thank Ural Federal University for support and acknowledge the financial support of the Russian Science Foundation, Moscow, Russian Federation (RSF Grant No.: 18-13-00365). The corresponding author Dr. Visweswara Rao Pasupuleti thank Universiti Malaysia Sabah for the financial support.
- Published
- 2020
- Full Text
- View/download PDF
28. Linear magnetoelectric effect in göthite, α-FeOOH
- Author
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N. V. Ter-Oganessian, Alexander A. Guda, and Vladimir P. Sakhnenko
- Subjects
Phase transition ,Multidisciplinary ,Materials science ,Goethite ,Condensed matter physics ,Monte Carlo method ,lcsh:R ,Magnetoelectric effect ,lcsh:Medicine ,02 engineering and technology ,021001 nanoscience & nanotechnology ,01 natural sciences ,Article ,Magnetic field ,Polarization density ,visual_art ,0103 physical sciences ,visual_art.visual_art_medium ,Density functional theory ,lcsh:Q ,010306 general physics ,0210 nano-technology ,lcsh:Science ,Néel temperature - Abstract
By means of symmetry analysis, density functional theory calculations, and Monte Carlo simulations we show that goethite, α-FeOOH, is a linear magnetoelectric below its Néel temperature TN = 400 K. The experimentally observed magnetic field induced spin-flop phase transition results in either change of direction of electric polarization or its suppression. Estimated value of magnetoelectric coefficient is 0.57 μC · m−2 · T−1. The abundance of goethite in nature makes it arguably the most widespread magnetoelectric material.
- Published
- 2017
- Full Text
- View/download PDF
29. MicroRNA cluster miR199a/214 are differentially expressed in female and male rats following nicotine self-administration
- Author
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Rick A. Bevins, Rahul S. Guda, Steven T. Pittenger, Gurudutt Pendyala, Sneh Koul, Victoria L. Schaal, Dalia Moore, and Sowmya V. Yelamanchili
- Subjects
Male ,0301 basic medicine ,Nicotine ,medicine.medical_specialty ,Down-Regulation ,lcsh:Medicine ,Caspase 3 ,Biology ,Article ,Rats, Sprague-Dawley ,03 medical and health sciences ,Sex Factors ,0302 clinical medicine ,Sirtuin 1 ,Downregulation and upregulation ,Internal medicine ,microRNA ,medicine ,Animals ,Prefrontal cortex ,lcsh:Science ,Multidisciplinary ,lcsh:R ,Rats ,MicroRNAs ,030104 developmental biology ,Endocrinology ,Real-time polymerase chain reaction ,biology.protein ,Female ,lcsh:Q ,NAD+ kinase ,030217 neurology & neurosurgery ,medicine.drug - Abstract
Previous research has established sex differences associated with nicotine intake, however a significant gap in knowledge remains regarding the molecular mechanisms that govern these differences at the transcriptional level. One critical regulator of transcription are microRNAs (miRNAs). miRNAs are a family of non-coding RNAs that regulate an array of important biological functions altered in several disease states, including neuroadaptive changes within the brain associated with drug dependence. We examined the prefrontal cortex (PFC) from male and female Sprague-Dawley rats following self-administration (22 days) of nicotine or yoked saline controls using next generation RNA-Sequencing (RNA-Seq) technology and found an array of miRNAs to be significantly and differentially regulated by nicotine self-administration. Of these, we found the expression of miR-199a and 214, which are expressed on the same cluster of chromosome 1, to be upregulated in the female rats exposed to nicotine; upregulation in this group was further validated by real time polymerase chain reaction (RT-PCR). Bioinformatics analysis to assess common targets of miR-199/214 identified Sirtuin 1 (SIRT1), a nicotinamide adenine dinucleotide (NAD)- dependent deacetylase that plays a role in apoptosis, neuron survival, and stress resistance. Using western-blot, we confirmed downregulation of SIRT1 and increased cleaved caspase 3 expression in the brains of nicotine-exposed female rats and no change in expression levels in the other groups. Collectively, our findings highlight a miR-199/214 regulatory network that, through SIRT1, may be associated with nicotine seeking in females which may serve as a potential therapeutic target for sex-specific treatment approaches.
- Published
- 2018
30. Epigenetically dysregulated genes and pathways implicated in the pathogenesis of non-syndromic high myopia
- Author
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Marzena Gajecka, Nitish K. Mishra, Kaid Johar, Uppala Ratnamala, Joanna Swierkowska, Sangeetha Vishweswaraiah, Chittibabu Guda, Shiva Shankaran Chettiar, Małgorzata Mrugacz, Justyna A. Karolak, and Uppala Radhakrishna
- Subjects
0301 basic medicine ,False discovery rate ,Male ,genetic structures ,lcsh:Medicine ,Bioinformatics ,Article ,Epigenesis, Genetic ,03 medical and health sciences ,0302 clinical medicine ,Myopia ,Medicine ,Humans ,Gene Regulatory Networks ,lcsh:Science ,Child ,Epigenesis ,Multidisciplinary ,Receiver operating characteristic ,business.industry ,Incidence (epidemiology) ,lcsh:R ,Methylation ,DNA Methylation ,eye diseases ,030104 developmental biology ,CpG site ,Child, Preschool ,Cohort ,DNA methylation ,lcsh:Q ,CpG Islands ,Female ,business ,030217 neurology & neurosurgery - Abstract
Myopia, commonly referred to as nearsightedness, is one of the most common causes of visual disability throughout the world. It affects more people worldwide than any other chronic visual impairment condition. Although the prevalence varies among various ethnic groups, the incidence of myopia is increasing in all populations across globe. Thus, it is considered a pressing public health problem. Both genetics and environment play a role in development of myopia. To elucidate the epigenetic mechanism(s) underlying the pathophysiology of high-myopia, we conducted methylation profiling in 18 cases and 18 matched controls (aged 4–12 years), using Illumina MethylationEPIC BeadChips array. The degree of myopia was variable among subjects, ranging from −6 to −15D. We identified 1541 hypermethylated CpGs, representing 1745 genes (2.0-fold or higher) (false discovery rate (FDR) p ≤ 0.05), multiple CpGs were p −8 with a receiver operating characteristic area under the curve (ROC-AUC) ≥ 0.75 in high-myopia subjects compared to controls. Among these, 48 CpGs had excellent correlation (AUC ≥ 0.90). Herein, we present the first genome-wide DNA methylation analysis in a unique high-myopia cohort, showing extensive and discrete methylation changes relative to controls. The genes we identified hold significant potential as targets for novel therapeutic intervention either alone, or in combination.
- Published
- 2018
31. Global gene expression profiling of healthy human brain and its application in studying neurological disorders
- Author
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Chittibabu Guda and Simarjeet K. Negi
- Subjects
0301 basic medicine ,Science ,Computational biology ,Biology ,Article ,Transcriptome ,03 medical and health sciences ,Gene expression ,medicine ,Humans ,Gene ,Genetics ,Regulation of gene expression ,Multidisciplinary ,Gene Expression Profiling ,Neurogenesis ,Brain atlas ,Brain ,Human brain ,Gene expression profiling ,030104 developmental biology ,medicine.anatomical_structure ,Medicine ,Nervous System Diseases - Abstract
Brain function is governed by precise regulation of gene expression across its anatomically distinct structures; however, the expression patterns of genes across hundreds of brain structures are not clearly understood. Here, we describe a gene expression model, which is representative of the healthy human brain transcriptome by using data from the Allen Brain Atlas. Our in-depth gene expression profiling revealed that 84% of genes are expressed in at least one of the 190 brain structures studied. Hierarchical clustering based on gene expression profiles delineated brain regions into structurally tiered spatial groups and we observed striking enrichment for region-specific processes. Further, weighted co-expression network analysis identified 19 robust modules of highly correlated genes enriched with functional associations for neurogenesis, dopamine signaling, immune regulation and behavior. Also, structural distribution maps of major neurotransmission systems in the brain were generated. Finally, we developed a supervised classification model, which achieved 84% and 81% accuracies for predicting autism- and Parkinson’s-implicated genes, respectively, using our expression model as a baseline. This study represents the first use of global gene expression profiling from healthy human brain to develop a disease gene prediction model and this generic methodology can be applied to study any neurological disorder.
- Published
- 2017
- Full Text
- View/download PDF
32. Biochemical and functional characterization of glycosylation-associated mutational landscapes in colon cancer
- Author
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Leslie Revoredo, Lakshmeswari Ravi, Sanford D. Markowitz, Vinay Varadan, James Lutterbaugh, Kishore Guda, Srividya Venkitachalam, Ryan E. Fecteau, Joseph Willis, and Thomas A. Gerken
- Subjects
0301 basic medicine ,Glycosylation ,Colorectal cancer ,DNA Mutational Analysis ,Biology ,N-Acetylglucosaminyltransferases ,Article ,Pathogenesis ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Polysaccharides ,Cell Line, Tumor ,medicine ,Humans ,Genetic Predisposition to Disease ,Gene ,Genetics ,Multidisciplinary ,Glycosyltransferases ,medicine.disease ,Galactosyltransferases ,Primary tumor ,Phenotype ,Sialyltransferases ,3. Good health ,Gene Expression Regulation, Neoplastic ,030104 developmental biology ,chemistry ,Tumor progression ,030220 oncology & carcinogenesis ,Colonic Neoplasms ,Protein Processing, Post-Translational - Abstract
The molecular basis of aberrant protein glycosylation, a pathological alteration widespread in colorectal cancers (CRC) and the mechanisms by which it contributes to tumor progression remain largely unknown. We performed targeted re-sequencing of 430 glycosylation-associated genes in a series of patient-derived CRC cell lines (N = 31) and matched primary tumor tissues, identifying 12 new significantly mutated glycosylation-associated genes in colon cancer. In particular, we observed an enrichment of mutations in genes (B3GNT2, B4GALT2, ST6GALNAC2) involved in the biosynthesis of N- and Cores 1–3 O-linked glycans in the colon, accounting for ~16% of the CRCs tested. Analysis of independent large-scale tumor tissue datasets confirmed recurrent mutations within these genes in colon and other gastrointestinal cancers. Systematic biochemical and phenotypic characterization of the candidate wild-type and mutant glycosyltransferases demonstrated these mutations as either markedly altering protein localization, post-translational modification, encoded enzymatic activities and/or the migratory potential of colon carcinoma cells. These findings suggest that functionally deleterious mutations in glycosyltransferase genes in part underlie aberrant glycosylation and contribute to the pathogenesis of molecular subsets of colon and other gastrointestinal malignancies.
- Published
- 2016
- Full Text
- View/download PDF
33. Linear magnetoelectric effect in göthite, α-FeOOH
- Author
-
Ter-Oganessian, N. V., primary, Guda, A. A., additional, and Sakhnenko, V. P., additional
- Published
- 2017
- Full Text
- View/download PDF
34. Global gene expression profiling of healthy human brain and its application in studying neurological disorders
- Author
-
Negi, Simarjeet K., primary and Guda, Chittibabu, additional
- Published
- 2017
- Full Text
- View/download PDF
35. NBBt-test: a versatile method for differential analysis of multiple types of RNA-seq data
- Author
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Yuan-De Tan and Chittibabu Guda
- Subjects
Medicine ,Science - Abstract
Abstract Rapid development of transcriptome sequencing technologies has resulted in a data revolution and emergence of new approaches to study transcriptomic regulation such as alternative splicing, alternative polyadenylation, CRISPR knockout screening in addition to the regular gene expression. A full characterization of the transcriptional landscape of different groups of cells or tissues holds enormous potential for both basic science as well as clinical applications. Although many methods have been developed in the realm of differential gene expression analysis, they all geared towards a particular type of sequencing data and failed to perform well when applied in different types of transcriptomic data. To fill this gap, we offer a negative beta binomial t-test (NBBt-test). NBBt-test provides multiple functions to perform differential analyses of alternative splicing, polyadenylation, CRISPR knockout screening, and gene expression datasets. Both real and large-scale simulation data show superior performance of NBBt-test with higher efficiency, and lower type I error rate and FDR to identify differential isoforms and differentially expressed genes and differential CRISPR knockout screening genes with different sample sizes when compared against the current very popular statistical methods. An R-package implementing NBBt-test is available for downloading from CRAN ( https://CRAN.R-project.org/package=NBBttest ).
- Published
- 2022
- Full Text
- View/download PDF
36. 7,8-Dihydroxyflavone improves neuropathological changes in the brain of Tg26 mice, a model for HIV-associated neurocognitive disorder
- Author
-
Joseph Bryant, Sanketh Andhavarapu, Christopher Bever, Poornachander Guda, Akhil Katuri, Udit Gupta, Muhammed Arvas, Girma Asemu, Alonso Heredia, Volodymyr Gerzanich, Marc J. Simard, and Tapas Kumar Makar
- Subjects
Medicine ,Science - Abstract
Abstract The combined antiretroviral therapy era has significantly increased the lifespan of people with HIV (PWH), turning a fatal disease to a chronic one. However, this lower but persistent level of HIV infection increases the susceptibility of HIV-associated neurocognitive disorder (HAND). Therefore, research is currently seeking improved treatment for this complication of HIV. In PWH, low levels of brain derived neurotrophic factor (BDNF) has been associated with worse neurocognitive impairment. Hence, BDNF administration has been gaining relevance as a possible adjunct therapy for HAND. However, systemic administration of BDNF is impractical because of poor pharmacological profile. Therefore, we investigated the neuroprotective effects of BDNF-mimicking 7,8 dihydroxyflavone (DHF), a bioactive high-affinity TrkB agonist, in the memory-involved hippocampus and brain cortex of Tg26 mice, a murine model for HAND. In these brain regions, we observed astrogliosis, increased expression of chemokine HIV-1 coreceptors CXCR4 and CCR5, neuroinflammation, and mitochondrial damage. Hippocampi and cortices of DHF treated mice exhibited a reversal of these pathological changes, suggesting the therapeutic potential of DHF in HAND. Moreover, our data indicates that DHF increases the phosphorylation of TrkB, providing new insights about the role of the TrkB–Akt–NFkB signaling pathway in mediating these pathological hallmarks. These findings guide future research as DHF shows promise as a TrkB agonist treatment for HAND patients in adjunction to the current antiviral therapies.
- Published
- 2021
- Full Text
- View/download PDF
37. Integrative network analyses of transcriptomics data reveal potential drug targets for acute radiation syndrome
- Author
-
Robert Moore, Bhanwar Lal Puniya, Robert Powers, Chittibabu Guda, Kenneth W. Bayles, David Berkowitz, and Tomáš Helikar
- Subjects
Medicine ,Science - Abstract
Abstract Recent political unrest has highlighted the importance of understanding the short- and long-term effects of gamma-radiation exposure on human health and survivability. In this regard, effective treatment for acute radiation syndrome (ARS) is a necessity in cases of nuclear disasters. Here, we propose 20 therapeutic targets for ARS identified using a systematic approach that integrates gene coexpression networks obtained under radiation treatment in humans and mice, drug databases, disease-gene association, radiation-induced differential gene expression, and literature mining. By selecting gene targets with existing drugs, we identified potential candidates for drug repurposing. Eight of these genes (BRD4, NFKBIA, CDKN1A, TFPI, MMP9, CBR1, ZAP70, IDH3B) were confirmed through literature to have shown radioprotective effect upon perturbation. This study provided a new perspective for the treatment of ARS using systems-level gene associations integrated with multiple biological information. The identified genes might provide high confidence drug target candidates for potential drug repurposing for ARS.
- Published
- 2021
- Full Text
- View/download PDF
38. Age related extracellular matrix and interstitial cell phenotype in pulmonary valves
- Author
-
Shaohua Wu, Vikas Kumar, Peng Xiao, Mitchell Kuss, Jung Yul Lim, Chittibabu Guda, Jonathan Butcher, and Bin Duan
- Subjects
Medicine ,Science - Abstract
Abstract Heart valve disease is a common manifestation of cardiovascular disease and is a significant cause of cardiovascular morbidity and mortality worldwide. The pulmonary valve (PV) is of primary concern because of its involvement in common congenital heart defects, and the PV is usually the site for prosthetic replacement following a Ross operation. Although effects of age on valve matrix components and mechanical properties for aortic and mitral valves have been studied, very little is known about the age-related alterations that occur in the PV. In this study, we isolated PV leaflets from porcine hearts in different age groups (~ 4–6 months, denoted as young versus ~ 2 years, denoted as adult) and studied the effects of age on PV leaflet thickness, extracellular matrix components, and mechanical properties. We also conducted proteomics and RNA sequencing to investigate the global changes of PV leaflets and passage zero PV interstitial cells in their protein and gene levels. We found that the size, thickness, elastic modulus, and ultimate stress in both the radial and circumferential directions and the collagen of PV leaflets increased from young to adult age, while the ultimate strain and amount of glycosaminoglycans decreased when age increased. Young and adult PV had both similar and distinct protein and gene expression patterns that are related to their inherent physiological properties. These findings are important for us to better understand the physiological microenvironments of PV leaflet and valve cells for correctively engineering age-specific heart valve tissues.
- Published
- 2020
- Full Text
- View/download PDF
39. Author Correction: 7,8-Dihydroxyflavone improves neuropathological changes in the brain of Tg26 mice, a model for HIV-associated neurocognitive disorder
- Author
-
Joseph Bryant, Sanketh Andhavarapu, Christopher Bever, Poornachander Guda, Akhil Katuri, Udit Gupta, Muhammed Arvas, Girma Asemu, Alonso Heredia, Volodymyr Gerzanich, J. Marc Simard, and Tapas Kumar Makar
- Subjects
Medicine ,Science - Published
- 2021
- Full Text
- View/download PDF
40. Global gene expression profiling of healthy human brain and its application in studying neurological disorders
- Author
-
Simarjeet K. Negi and Chittibabu Guda
- Subjects
Medicine ,Science - Abstract
Abstract Brain function is governed by precise regulation of gene expression across its anatomically distinct structures; however, the expression patterns of genes across hundreds of brain structures are not clearly understood. Here, we describe a gene expression model, which is representative of the healthy human brain transcriptome by using data from the Allen Brain Atlas. Our in-depth gene expression profiling revealed that 84% of genes are expressed in at least one of the 190 brain structures studied. Hierarchical clustering based on gene expression profiles delineated brain regions into structurally tiered spatial groups and we observed striking enrichment for region-specific processes. Further, weighted co-expression network analysis identified 19 robust modules of highly correlated genes enriched with functional associations for neurogenesis, dopamine signaling, immune regulation and behavior. Also, structural distribution maps of major neurotransmission systems in the brain were generated. Finally, we developed a supervised classification model, which achieved 84% and 81% accuracies for predicting autism- and Parkinson’s-implicated genes, respectively, using our expression model as a baseline. This study represents the first use of global gene expression profiling from healthy human brain to develop a disease gene prediction model and this generic methodology can be applied to study any neurological disorder.
- Published
- 2017
- Full Text
- View/download PDF
41. Author Correction: Integrative network analyses of transcriptomics data reveal potential drug targets for acute radiation syndrome
- Author
-
Robert Moore, Bhanwar Lal Puniya, Robert Powers, Chittibabu Guda, Kenneth W. Bayles, David B. Berkowitz, and Tomáš Helikar
- Subjects
Medicine ,Science - Abstract
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
- Published
- 2021
- Full Text
- View/download PDF
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