275 results on '"Daria J. Hazuda"'
Search Results
2. Participant experiences using novel home-based blood collection device for viral load testing in HIV cure trials with analytical treatment interruptions
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Karine Dubé, Harsh Agarwal, William B. Carter, Lynda Dee, Jeff Taylor, Christopher Roebuck, Beth Peterson, Hursch Patel, Samuel Ndukwe, Kenneth M. Lynn, Linden Lalley-Chareczko, Emily Hiserodt, Sukyung Kim, Daniel Rosenbloom, Brad R. Evans, Melanie Anderson, Daria J. Hazuda, Kevin Bateman, Bonnie J. Howell, Livio Azzoni, Karam Mounzer, Pablo Tebas, and Luis J. Montaner
- Subjects
home-based blood collection ,experimental device ,self-test ,viral load ,participant experiences ,acceptability ,hiv cure research ,analytical treatment interruptions ,people with hiv ,Infectious and parasitic diseases ,RC109-216 - Abstract
Background: HIV cure-directed clinical trials using analytical treatment interruptions (ATIs) require participants to adhere to frequent monitoring visits for viral load tests. Novel viral load monitoring strategies are needed to decrease participant burden during ATIs. Objective: To examine acceptability of a novel home-based blood collection device for viral load testing in the context of two ongoing ATI trials in Philadelphia, PA, United States. Methods: From January 2021 to February 2022, participants completed three in-depth interviews via teleconference during their participation in an ATI: (1) within two weeks of enrollment in the device study, (2) approximately four weeks after beginning to use the device, and (3) within two weeks of the end of the ATI when ART was re-initiated. We used conventional content analysis to analyze the data. Results: We recruited 17 participants: 15 were cisgender males, 1 cisgender female, and 1 transgender woman. We observed an overall 87% success rate in drawing blood with the device from home collection and found overall high acceptance of the device. A mean of 91.5 devices per participant were used for home-based blood collection. Most PWH viewed the device as relatively convenient, painless, easy to use, and a simple solution to frequent blood draws. The main challenge encountered was the inability to completely fill up devices with blood in some cases. Most participants reported positive experiences with mailing blood samples and could see themselves using the device on a regular basis outside of ATIs. Conclusions: Our study showed participant valued the novel home-based peripheral blood collection for viral load testing in the context of ATI trials. More research will be necessary to optimize implementation of the device and to assess whether blood collected can reliably measure viral loads in the context of ATI trials.
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- 2022
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3. 'We are looking at the future right now': community acceptability of a home-based viral load test device in the context of HIV cure-related research with analytical treatment interruptions in the United States
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Karine Dubé, John Kanazawa, Christopher Roebuck, Steven Johnson, William B. Carter, Lynda Dee, Beth Peterson, Kenneth M. Lynn, Linden Lalley-Chareczko, Emily Hiserodt, Sukyung Kim, Daniel Rosenbloom, Brad R. Evans, Melanie Anderson, Daria J. Hazuda, Lisa Shipley, Kevin Bateman, Bonnie J. Howell, Karam Mounzer, Pablo Tebas, and Luis J. Montaner
- Subjects
home-based viral load ,acceptability ,hiv cure research ,analytical treatment interruptions ,people with hiv ,Infectious and parasitic diseases ,RC109-216 - Abstract
Background People with HIV (PWH) and community members have advocated for the development of a home-based viral load test device that could make analytical treatment interruptions (ATIs) less burdensome. Objective We assessed community acceptability of a novel home-based viral load test device. Methods In 2021, we conducted 15 interviews and 3 virtual focus groups with PWH involved in HIV cure research. We used conventional thematic analysis to analyze the data. Results PWH viewed the home-based viral load test device as a critical adjunct in ongoing HIV cure trials with ATIs. The ability to test for viral load at home on demand would alleviate anxiety around being off ART. Participants drew parallels with glucometers used for diabetes. A preference was expressed for the home-based test to clearly indicate whether one was detectable or undetectable for HIV to mitigate risk of HIV transmission to partners. Perceived advantages of the device included convenience, sense of control, and no puncturing of veins. Perceived concerns were possible physical marks, user errors and navigating the logistics of mailing samples to a laboratory and receiving test results. Participants expressed mixed effects on stigma, such as helping normalize HIV, but increased potential for inadvertent disclosure of HIV status or ATI participation. Increasing pluri-potency of the device beyond viral load testing (e.g., CD4+ count test) would increase its utility. Participants suggested pairing the device with telemedicine and mobile health technologies. Conclusions If proven effective, the home-based viral load test device will become a critical adjunct in HIV cure research and HIV care.
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- 2022
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4. Interleukin-10 contributes to reservoir establishment and persistence in SIV-infected macaques treated with antiretroviral therapy
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Justin Harper, Susan P. Ribeiro, Chi Ngai Chan, Malika Aid, Claire Deleage, Luca Micci, Maria Pino, Barbara Cervasi, Gopalan Raghunathan, Eric Rimmer, Gulesi Ayanoglu, Guoxin Wu, Neeta Shenvi, Richard J.O. Barnard, Gregory Q. Del Prete, Kathleen Busman-Sahay, Guido Silvestri, Deanna A. Kulpa, Steven E. Bosinger, Kirk A. Easley, Bonnie J. Howell, Dan Gorman, Daria J. Hazuda, Jacob D. Estes, Rafick-Pierre Sekaly, and Mirko Paiardini
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AIDS/HIV ,Immunology ,Medicine - Abstract
Interleukin-10 (IL-10) is an immunosuppressive cytokine that signals through STAT3 to regulate T follicular helper (Tfh) cell differentiation and germinal center formation. In SIV-infected macaques, levels of IL-10 in plasma and lymph nodes (LNs) were induced by infection and not normalized with antiretroviral therapy (ART). During chronic infection, plasma IL-10 and transcriptomic signatures of IL-10 signaling were correlated with the cell-associated SIV-DNA content within LN CD4+ memory subsets, including Tfh cells, and predicted the frequency of CD4+ Tfh cells and their cell-associated SIV-DNA content during ART, respectively. In ART-treated rhesus macaques, cells harboring SIV-DNA by DNAscope were preferentially found in the LN B cell follicle in proximity to IL-10. Finally, we demonstrated that the in vivo neutralization of soluble IL-10 in ART-treated, SIV-infected macaques reduced B cell follicle maintenance and, by extension, LN memory CD4+ T cells, including Tfh cells and those expressing PD-1 and CTLA-4. Thus, these data support a role for IL-10 in maintaining a pool of target cells in lymphoid tissue that serve as a niche for viral persistence. Targeting IL-10 signaling to impair CD4+ T cell survival and improve antiviral immune responses may represent a novel approach to limit viral persistence in ART-suppressed people living with HIV.
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- 2022
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5. Ultra-long-acting tunable biodegradable and removable controlled release implants for drug delivery
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S. Rahima Benhabbour, Martina Kovarova, Clinton Jones, Daijha J. Copeland, Roopali Shrivastava, Michael D. Swanson, Craig Sykes, Phong T. Ho, Mackenzie L. Cottrell, Anush Sridharan, Samantha M. Fix, Orrin Thayer, Julie M. Long, Daria J. Hazuda, Paul A. Dayton, Russell J. Mumper, Angela D. M. Kashuba, and J. Victor Garcia
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Science - Abstract
Patient drug regime compliance is a major issue; sustained release implants could address this. Here, the authors report on a phase inverted in situ forming implant of PLGA for the sustained release of antiretroviral drugs and optimize and demonstrate the release of 6 different drugs over a period of up to a year.
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- 2019
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6. PD-1 blockade potentiates HIV latency reversal ex vivo in CD4+ T cells from ART-suppressed individuals
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Rémi Fromentin, Sandrina DaFonseca, Cecilia T. Costiniuk, Mohamed El-Far, Francesco Andrea Procopio, Frederick M. Hecht, Rebecca Hoh, Steven G. Deeks, Daria J. Hazuda, Sharon R. Lewin, Jean-Pierre Routy, Rafick-Pierre Sékaly, and Nicolas Chomont
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Science - Abstract
The immune checkpoint molecule PD-1 is expressed on a fraction of CD4+ T cells latently infected with HIV, but whether PD-1 plays a functional role in reservoir persistence remains unknown. Here, Fromentin et al. show that PD-1 blockade potentiates latency reversal ex vivo in CD4+ T cells from ART suppressed individuals.
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- 2019
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7. Immunomodulation by the Commensal Microbiome During Immune-Targeted Interventions: Focus on Cancer Immune Checkpoint Inhibitor Therapy and Vaccination
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Abigail L. Reens, Damien J. Cabral, Xue Liang, James E. Norton, Alex G. Therien, Daria J. Hazuda, and Gokul Swaminathan
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microbiome ,immune checkpoint inhibitors ,vaccines ,innate immunity ,immuno-oncology ,adaptive immunity ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Emerging evidence in clinical and preclinical studies indicates that success of immunotherapies can be impacted by the state of the microbiome. Understanding the role of the microbiome during immune-targeted interventions could help us understand heterogeneity of treatment success, predict outcomes, and develop additional strategies to improve efficacy. In this review, we discuss key studies that reveal reciprocal interactions between the microbiome, the immune system, and the outcome of immune interventions. We focus on cancer immune checkpoint inhibitor treatment and vaccination as two crucial therapeutic areas with strong potential for immunomodulation by the microbiota. By juxtaposing studies across both therapeutic areas, we highlight three factors prominently involved in microbial immunomodulation: short-chain fatty acids, microbe-associate molecular patterns (MAMPs), and inflammatory cytokines. Continued interrogation of these models and pathways may reveal critical mechanistic synergies between the microbiome and the immune system, resulting in novel approaches designed to influence the efficacy of immune-targeted interventions.
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- 2021
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8. Improved Detection of HIV Gag p24 Protein Using a Combined Immunoprecipitation and Digital ELISA Method
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Guoxin Wu, Carol Cheney, Qian Huang, Daria J. Hazuda, Bonnie J. Howell, and Paul Zuck
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HIV ,p24 ,SIV ,p27 ,immunoprecipitation ,Simoa ,Microbiology ,QR1-502 - Abstract
Greater than 90% of HIV-1 proviruses are thought to be defective and incapable of viral replication. While replication competent proviruses are of primary concern with respect to disease progression or transmission, studies have shown that even defective proviruses are not silent and can produce viral proteins, which may contribute to inflammation and immune responses. Viral protein expression also has implications for immune-based HIV-1 clearance strategies, which rely on antigen recognition. Thus, sensitive assays aimed at quantifying both replication-competent proviruses and defective, yet translationally competent proviruses are needed to understand the contribution of viral protein to HIV-1 pathogenesis and determine the effectiveness of HIV-1 cure interventions. Previously, we reported a modified HIV-1 gag p24 digital enzyme-linked immunosorbent assay with single molecule array (Simoa) detection of cell-associated viral protein. Here we report a novel p24 protein enrichment method coupled with the digital immunoassay to further extend the sensitivity and specificity of viral protein detection. Immunocapture of HIV gag p24 followed by elution in a Simoa-compatible format resulted in higher protein recovery and lower background from various biological matrices and sample volumes. Quantification of as little as 1 fg of p24 protein from cell lysates from cells isolated from peripheral blood or tissues from ART-suppressed HIV participants, as well as simian–human immunodeficiency virus–infected non-human primates (NHPs), with high recovery and reproducibility is demonstrated here. The application of these enhanced methods to patient-derived samples has potential to further the study of the persistent HIV state and examine in vitro response to therapies, as well as ex vivo study of translationally competent cells from a variety of donors.
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- 2021
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9. Vaccine Hyporesponse Induced by Individual Antibiotic Treatment in Mice and Non-Human Primates Is Diminished upon Recovery of the Gut Microbiome
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Gokul Swaminathan, Michael Citron, Jianying Xiao, James E. Norton, Abigail L. Reens, Begüm D. Topçuoğlu, Julia M. Maritz, Keun-Joong Lee, Daniel C. Freed, Teresa M. Weber, Cory H. White, Mahika Kadam, Erin Spofford, Erin Bryant-Hall, Gino Salituro, Sushma Kommineni, Xue Liang, Olga Danilchanka, Jane A. Fontenot, Christopher H. Woelk, Dario A. Gutierrez, Daria J. Hazuda, and Geoffrey D. Hannigan
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microbiome ,vaccines ,immunity ,Medicine - Abstract
Emerging evidence demonstrates a connection between microbiome composition and suboptimal response to vaccines (vaccine hyporesponse). Harnessing the interaction between microbes and the immune system could provide novel therapeutic strategies for improving vaccine response. Currently we do not fully understand the mechanisms and dynamics by which the microbiome influences vaccine response. Using both mouse and non-human primate models, we report that short-term oral treatment with a single antibiotic (vancomycin) results in the disruption of the gut microbiome and this correlates with a decrease in systemic levels of antigen-specific IgG upon subsequent parenteral vaccination. We further show that recovery of microbial diversity before vaccination prevents antibiotic-induced vaccine hyporesponse, and that the antigen specific IgG response correlates with the recovery of microbiome diversity. RNA sequencing analysis of small intestine, spleen, whole blood, and secondary lymphoid organs from antibiotic treated mice revealed a dramatic impact on the immune system, and a muted inflammatory signature is correlated with loss of bacteria from Lachnospiraceae, Ruminococcaceae, and Clostridiaceae. These results suggest that microbially modulated immune pathways may be leveraged to promote vaccine response and will inform future vaccine design and development strategies.
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- 2021
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10. Primary Human Dendritic Cells and Whole-Blood Based Assays to Evaluate Immuno-Modulatory Properties of Heat-Killed Commensal Bacteria
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James E. Norton, Sushma Kommineni, Patricia Akrivoulis, Dario A. Gutierrez, Daria J. Hazuda, and Gokul Swaminathan
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immune modulation ,host–microbiome interactions ,commensal bacteria ,microbiome ,dendritic cells ,innate immunity ,Medicine - Abstract
There is mounting evidence that the microbiome plays a critical role in training and maturation of the host immune system. Pre-clinical and clinical studies have shown that microbiome perturbation is correlated with sub-optimal host responses to vaccines and cancer immunotherapy. As such, identifying species of commensal bacteria capable of modulating immunological outcomes is of considerable interest. Currently, the lack of reliable primary immune cell-based assays capable of differentiating immuno-modulatory properties of various commensal bacteria is a major limitation. Here, we demonstrate that primary human monocyte-derived dendritic cells (MoDC) are capable of stratifying different strains of live and heat-killed commensal bacteria in an in vitro culture system. Specifically, heat-killed bacterial strains were able to differentially modulate co-stimulation/maturation markers CD80, CD83, and HLA-DR, as well as cytokine/chemokine signatures, such as IL-1b, MIP-1a, and TNFa in primary human MoDC. We further validated our observations using the TruCulture® (Myriad RBM, Inc., Austin, TX, USA) whole-blood ex vivo culture system. Using this ex vivo system allowed us to measure immune-altering effects of commensal bacteria in primary human whole-blood. As such, we report that both these primary in vitro and ex vivo systems are robust and enable identification, stratification, and differentiation of various commensal bacteria as potential modulators of host immunity.
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- 2021
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11. A Novel Assay to Measure the Magnitude of the Inducible Viral Reservoir in HIV-infected Individuals
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Francesco Andrea Procopio, Rémi Fromentin, Deanna A. Kulpa, Jessica H. Brehm, Anne-Gaelle Bebin, Matthew C. Strain, Douglas D. Richman, Una O'Doherty, Sarah Palmer, Frederick M. Hecht, Rebecca Hoh, Richard J.O. Barnard, Michael D. Miller, Daria J. Hazuda, Steven G. Deeks, Rafick-Pierre Sékaly, and Nicolas Chomont
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HIV ,Latency ,Inducible virus ,Reservoir ,Multiply spliced RNA ,Eradication ,TILDA ,Medicine ,Medicine (General) ,R5-920 - Abstract
Background: Quantifying latently infected cells is critical to evaluate the efficacy of therapeutic strategies aimed at reducing the size of the long-lived viral reservoir, but the low frequency of these cells makes this very challenging. Methods: We developed TILDA (Tat/rev Induced Limiting Dilution Assay) to measure the frequency of cells with inducible multiply-spliced HIV RNA, as these transcripts are usually absent in latently infected cells but induced upon viral reactivation. TILDA requires less than a million cells, does not require RNA extraction and can be completed in two days. Findings: In suppressed individuals on ART, we found the median frequency of latently infected CD4+ T cells as estimated by TILDA to be 24 cells/million, which was 48 times more than the frequency measured by the quantitative viral outgrowth assay, and 6–27 times less than the frequencies of cells harbouring viral DNA measured by PCR-based assays. TILDA measurements strongly correlated with most HIV DNA assays. The size of the latent reservoir measured by TILDA was lower in subjects who initiated ART during the early compared to late stage of infection (p = 0.011). In untreated HIV disease, the frequency of CD4+ cells carrying latent but inducible HIV largely exceeded the frequency of actively producing cells, demonstrating that the majority of infected cells are transcriptionally silent even in the absence of ART. Interpretations: Our results suggest that TILDA is a reproducible and sensitive approach to measure the frequency of productively and latently infected cells in clinical settings. We demonstrate that the latent reservoir represents a substantial fraction of all infected cells prior to ART initiation. Research in context: In this manuscript, we describe the development of a novel assay that measures the magnitude of the latent HIV reservoir, the main barrier to HIV eradication. This novel assay, termed TILDA for Tat/rev Induced Limiting Dilution Assay, requires only 10 ml of blood, does not necessitate extraction of viral nucleic acids, is highly reproducible, covers a wide dynamic range of reservoir sizes and can be completed in two days. As such, TILDA may represent an alternative to existing assays used to evaluate the efficacy of therapeutic strategies aimed at reducing the size of the latent HIV reservoir.
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- 2015
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12. Resistance to inhibitors of the human immunodeficiency virus type 1 integration
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Daria J. Hazuda, PhD
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Infectious and parasitic diseases ,RC109-216 ,Microbiology ,QR1-502 - Abstract
This review will summarize the role of integrase in HIV-1 infection, the mechanism of integrase inhibitors and resistance with an emphasis on raltegravir (RAL), the first integrase inhibitor licensed to treat HIV-1 infection. Keywords: antiretrovirals, integrase inhibitors, raltegravir
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- 2010
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13. Mechanistic Study of Common Non-Nucleoside Reverse Transcriptase Inhibitor-Resistant Mutations with K103N and Y181C Substitutions
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Ming-Tain Lai, Vandna Munshi, Meiqing Lu, MeiZhen Feng, Renee Hrin-Solt, Philip M. McKenna, Daria J. Hazuda, and Michael D. Miller
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resistance mechanism ,K103N ,Y181C ,non-nucleoside reverse transcriptase inhibitor ,NNRTI-associated mutations ,Microbiology ,QR1-502 - Abstract
Non-nucleoside reverse transcriptase inhibitors (NNRTIs) are a mainstay of therapy for human immunodeficiency type 1 virus (HIV-1) infections. However, their effectiveness can be hampered by the emergence of resistant mutations. To aid in designing effective NNRTIs against the resistant mutants, it is important to understand the resistance mechanism of the mutations. Here, we investigate the mechanism of the two most prevalent NNRTI-associated mutations with K103N or Y181C substitution. Virus and reverse transcriptase (RT) with K103N/Y188F, K103A, or K103E substitutions and with Y181F, Y188F, or Y181F/Y188F substitutions were employed to study the resistance mechanism of the K103N and Y181C mutants, respectively. Results showed that the virus and RT with K103N/Y188F substitutions displayed similar resistance levels to the virus and RT with K103N substitution versus NNRTIs. Virus and RT containing Y181F, Y188F, or Y181F/Y188F substitution exhibited either enhanced or similar susceptibility to NNRTIs compared with the wild type (WT) virus. These results suggest that the hydrogen bond between N103 and Y188 may not play an important role in the resistance of the K103N variant to NNRTIs. Furthermore, the results from the studies with the Y181 or Y188 variant provide the direct evidence that aromatic π–π stacking plays a crucial role in the binding of NNRTIs to RT.
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- 2016
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14. 'We are looking at the future right now': community acceptability of a home-based viral load test device in the context of HIV cure-related research with analytical treatment interruptions in the United States
- Author
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Karine, Dubé, John, Kanazawa, Christopher, Roebuck, Steven, Johnson, William B, Carter, Lynda, Dee, Beth, Peterson, Kenneth M, Lynn, Linden, Lalley-Chareczko, Emily, Hiserodt, Sukyung, Kim, Daniel, Rosenbloom, Brad R, Evans, Melanie, Anderson, Daria J, Hazuda, Lisa, Shipley, Kevin, Bateman, Bonnie J, Howell, Karam, Mounzer, Pablo, Tebas, and Luis J, Montaner
- Abstract
People with HIV (PWH) and community members have advocated for the development of a home-based viral load test device that could make analytical treatment interruptions (ATIs) less burdensome.We assessed community acceptability of a novel home-based viral load test device.In 2021, we conducted 15 interviews and 3 virtual focus groups with PWH involved in HIV cure research. We used conventional thematic analysis to analyze the data.PWH viewed the home-based viral load test device as a critical adjunct in ongoing HIV cure trials with ATIs. The ability to test for viral load at home on demand would alleviate anxiety around being off ART. Participants drew parallels with glucometers used for diabetes. A preference was expressed for the home-based test to clearly indicate whether one was detectable or undetectable for HIV to mitigate risk of HIV transmission to partners. Perceived advantages of the device included convenience, sense of control, and no puncturing of veins. Perceived concerns were possible physical marks, user errors and navigating the logistics of mailing samples to a laboratory and receiving test results. Participants expressed mixed effects on stigma, such as helping normalize HIV, but increased potential for inadvertent disclosure of HIV status or ATI participation. Increasing pluri-potency of the device beyond viral load testing (e.g., CD4+ count test) would increase its utility. Participants suggested pairing the device with telemedicine and mobile health technologies.If proven effective, the home-based viral load test device will become a critical adjunct in HIV cure research and HIV care.
- Published
- 2023
15. Detection of cell–cell interactions via photocatalytic cell tagging
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Rob C. Oslund, Tamara Reyes-Robles, Cory H. White, Jake H. Tomlinson, Kelly A. Crotty, Edward P. Bowman, Dan Chang, Vanessa M. Peterson, Lixia Li, Silvia Frutos, Miquel Vila-Perelló, David Vlerick, Karen Cromie, David H. Perlman, Sampat Ingale, Samantha D. O’ Hara, Lee R. Roberts, Grazia Piizzi, Erik C. Hett, Daria J. Hazuda, and Olugbeminiyi O. Fadeyi
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Cell Biology ,Molecular Biology - Published
- 2022
16. Potent targeted activator of cell kill molecules eliminate cells expressing HIV-1
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Carl J. Balibar, Daniel J. Klein, Beata Zamlynny, Tracy L. Diamond, Zhiyu Fang, Carol A. Cheney, Jan Kristoff, Meiqing Lu, Marina Bukhtiyarova, Yangsi Ou, Min Xu, Lei Ba, Steven S. Carroll, Abdellatif El Marrouni, John F. Fay, Ashley Forster, Shih Lin Goh, Meigang Gu, Daniel Krosky, Daniel I. S. Rosenbloom, Payal Sheth, Deping Wang, Guoxin Wu, Matthias Zebisch, Tian Zhao, Paul Zuck, Jay Grobler, Daria J. Hazuda, Bonnie J. Howell, and Antonella Converso
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General Medicine - Abstract
Antiretroviral therapy inhibits HIV-1 replication but is not curative due to establishment of a persistent reservoir after virus integration into the host genome. Reservoir reduction is therefore an important HIV-1 cure strategy. Some HIV-1 nonnucleoside reverse transcriptase inhibitors induce HIV-1 selective cytotoxicity in vitro but require concentrations far exceeding approved dosages. Focusing on this secondary activity, we found bifunctional compounds with HIV-1–infected cell kill potency at clinically achievable concentrations. These targeted activator of cell kill (TACK) molecules bind the reverse transcriptase–p66 domain of monomeric Gag-Pol and act as allosteric modulators to accelerate dimerization, resulting in HIV-1 + cell death through premature intracellular viral protease activation. TACK molecules retain potent antiviral activity and selectively eliminate infected CD4 + T cells isolated from people living with HIV-1, supporting an immune-independent clearance strategy.
- Published
- 2023
17. High resolution photocatalytic mapping of SARS-CoV-2 Spike protein-host cell membrane interactions
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Suprama Datta, Alexander H. Tavares, Tamara Reyes-Robles, Keun Ah Ryu, Nazimuddin Khan, Tyler J. Bechtel, Jayde M. Bertoch, Cory H. White, Daria J. Hazuda, Kalpit A. Vora, Erik C. Hett, Olugbeminiyi O. Fadeyi, Rob C. Oslund, Mohsan Saeed, and Andrew Emili
- Abstract
Identifying protein environments at the virus-host cell interface can improve our understanding of viral entry and pathogenesis. SARS-CoV-2, the virus behind the ongoing COVID-19 pandemic, uses the cell surface ACE2 protein as a major receptor, but the contribution of other cellular proteins in the entry process is unknown. To probe the microenvironment of SARS-CoV-2 Spike-ACE2 protein interactomes on human cells, we developed a photocatalyst-based viral-host protein microenvironment mapping platform (ViraMap) employing iridium photocatalysts conjugated to Spike for visible-light driven proximity labelling on host cells. Application of ViraMap on ACE2-expressing cells captured ACE2, the established co-receptor NRP1, as well as other proteins implicated in host cell entry and immunomodulation. We further investigated these enriched proteins via loss-of-function and over-expression in pseudotype and authentic infection models and observed that the Ig receptor PTGFRN and tyrosine kinase ligand EFNB1 can serve as SARS-CoV-2 entry factors. Our results highlight additional host targets that participate infection and showcase ViraMap for interrogating virus-host cell surface interactomes.
- Published
- 2022
18. Safety, Immune, and Antiviral Effects of Pegylated Interferon Alpha 2b Administration in Antiretroviral Therapy-Suppressed Individuals: Results of Pilot Clinical Trial
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Emmanouil Papasavvas, Mohamed Abdel-Mohsen, Livio Azzoni, Brian N Ross, Bonnie J Howell, Pablo Tebas, Karam Mounzer, Matthew Fair, Qingsheng Li, Jay R. Kostman, Luis J. Montaner, Nicolas Chomont, Daria J. Hazuda, and Amélie Pagliuzza
- Subjects
0301 basic medicine ,Immunology ,Human immunodeficiency virus (HIV) ,Pegylated interferon alpha-2b ,HIV Infections ,medicine.disease_cause ,Antiviral Agents ,Polyethylene Glycols ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,Pegylated interferon ,Virology ,medicine ,Humans ,030212 general & internal medicine ,Clinical Trials/Clinical Studies ,business.industry ,Interferon-alpha ,Viral Load ,Antiretroviral therapy ,Recombinant Proteins ,Clinical trial ,030104 developmental biology ,Infectious Diseases ,HIV-1 ,business ,medicine.drug - Abstract
In the pilot NCT01935089 trial, we tested whether pegylated interferon alpha2b (Peg-IFN-α2b) with antiretroviral therapy (ART) was safe and could impact HIV and immune measures in blood and in gut-associated lymphoid tissue (GALT). Twenty HIV-1(+) ART-suppressed individuals received 1 μg/kg/week Peg-IFN-α2b with ART for 20 weeks, with intermediate 4-week analytical ART interruption (ATI). Safety, immune activation, HIV viral load and integrated HIV DNA in blood, and HIV RNA and DNA in gut biopsies were measured. A total of 7/20 participants experienced grade 3–4 adverse events, while 17/20 participants completed the study. Of the 17 participants who completed the study, 8 remained suppressed during ATI, while all 17 were suppressed at end of treatment (EoT). As expected, treatment increased activation of T and natural killer (NK) cells and IFN-stimulated molecule expression on monocytes in periphery. While circulating CD4(+) T cells showed a trend for a decrease in integrated HIV DNA, GALT showed a significant decrease in HIV-1 RNA(+) cells as measured by in situ hybridization along with a reduction in total HIV DNA and cell-associated RNA by EoT. The observed decrease in HIV-1 RNA(+) cells in GALT was positively associated with the decrease in activated NK cells and macrophages. This study documents for the first time that 20 weeks of immunotherapy with Peg-IFN-α2b+ART (inclusive of a 4-week ATI) is safe and results in an increase in blood and GALT immune activation and in a significant decrease in HIV-1 RNA(+) cells in GALT in association with changes in innate cell activation.
- Published
- 2021
19. Participant experiences using novel home-based blood collection device for viral load testing in the HIV cure trials with analytical treatment interruptions
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Karine, Dubé, Harsh, Agarwal, William B, Carter, Lynda, Dee, Jeff, Taylor, Christopher, Roebuck, Beth, Peterson, Hursch, Patel, Samuel, Ndukwe, Kenneth M, Lynn, Linden, Lalley-Chareczko, Emily, Hiserodt, Sukyung, Kim, Daniel, Rosenbloom, Brad R, Evans, Melanie, Anderson, Daria J, Hazuda, Kevin, Bateman, Bonnie J, Howell, Livio, Azzoni, Karam, Mounzer, Pablo, Tebas, and Luis J, Montaner
- Subjects
Male ,Withholding Treatment ,Humans ,Female ,HIV Infections ,Serologic Tests ,Longitudinal Studies ,Viral Load ,United States - Published
- 2022
20. The application potential of machine learning and genomics for understanding natural product diversity, chemistry, and therapeutic translatability
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Geoffrey D. Hannigan, Ondrej Klempir, David Prihoda, Daria J. Hazuda, Danny A. Bitton, Julia M. Maritz, Christopher H. Woelk, and David Dzamba
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0301 basic medicine ,Genomics ,Biology ,Machine learning ,computer.software_genre ,Biochemistry ,Field (computer science) ,Machine Learning ,03 medical and health sciences ,0302 clinical medicine ,Drug Discovery ,Humans ,Natural (music) ,Chemistry (relationship) ,Biological Products ,business.industry ,Chemistry ,Drug discovery ,Microbiota ,Organic Chemistry ,Biosynthetic Pathways ,Variety (cybernetics) ,030104 developmental biology ,Pattern recognition (psychology) ,Identification (biology) ,Artificial intelligence ,business ,computer ,030217 neurology & neurosurgery - Abstract
Covering: up to the end of 2020. The machine learning field can be defined as the study and application of algorithms that perform classification and prediction tasks through pattern recognition instead of explicitly defined rules. Among other areas, machine learning has excelled in natural language processing. As such methods have excelled at understanding written languages (e.g. English), they are also being applied to biological problems to better understand the “genomic language”. In this review we focus on recent advances in applying machine learning to natural products and genomics, and how those advances are improving our understanding of natural product biology, chemistry, and drug discovery. We discuss machine learning applications in genome mining (identifying biosynthetic signatures in genomic data), predictions of what structures will be created from those genomic signatures, and the types of activity we might expect from those molecules. We further explore the application of these approaches to data derived from complex microbiomes, with a focus on the human microbiome. We also review challenges in leveraging machine learning approaches in the field, and how the availability of other “omics” data layers provides value. Finally, we provide insights into the challenges associated with interpreting machine learning models and the underlying biology and promises of applying machine learning to natural product drug discovery. We believe that the application of machine learning methods to natural product research is poised to accelerate the identification of new molecular entities that may be used to treat a variety of disease indications.
- Published
- 2021
21. Doravirine and Islatravir Have Complementary Resistance Profiles and Create a Combination with a High Barrier to Resistance
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Ming-Tain Lai, Meizhen Feng, Min Xu, Winnie Ngo, Tracy L. Diamond, Carey Hwang, Jay A. Grobler, Daria J. Hazuda, and Ernest Asante-Appiah
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Pharmacology ,Deoxyadenosines ,Anti-HIV Agents ,Pyridones ,HIV Infections ,Triazoles ,Antiviral Agents ,HIV Reverse Transcriptase ,Infectious Diseases ,Lamivudine ,Drug Resistance, Viral ,Mutation ,HIV-1 ,Emtricitabine ,Humans ,Reverse Transcriptase Inhibitors ,Pharmacology (medical) - Abstract
Doravirine (DOR), a non-nucleoside reverse transcriptase inhibitor (NNRTI), was approved for treatment of HIV-1 infection in 2018. In the pivotal phase 3 trials, DRIVE-FORWARD and DRIVE-AHEAD, 7 out of 747 (0.9%) treatment-naive participants treated with DOR plus two nucleos(t)ide reverse transcriptase inhibitors (NRTIs) met protocol-defined virologic failure criteria and showed phenotypic resistance to DOR at week 48. The most common DOR resistance-associated mutation (RAM) detected in 5 of the 7 resistant isolates was F227C. Six isolates bearing NRTI RAMs (M184V and/or K65R) were resistant to lamivudine (3TC) and emtricitabine (FTC) but not to other approved NRTIs. All DOR-resistant isolates were susceptible or hypersusceptible (fold change of
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- 2022
22. Call for Papers: Drug Resistance in Infectious Diseases and Beyond
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Celia A. Schiffer and Daria J. Hazuda
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Infectious Diseases ,Drug Resistance ,Humans ,Communicable Diseases - Published
- 2022
23. Design of a Multiuse Photoreactor To Enable Visible‐Light Photocatalytic Chemical Transformations and Labeling in Live Cells
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Keun Ah Ryu, Erik C. Hett, Noah B. Bissonnette, M Jared Willis, Rob C. Oslund, Olugbeminiyi O. Fadeyi, Tamara Reyes-Robles, Lee R. Roberts, Sharon Wilhelm, Jake H. Tomlinson, Kelly A. Crotty, and Daria J. Hazuda
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Light ,Chemical biology ,Biotin ,Tyramine ,Nanotechnology ,Visible light photocatalytic ,010402 general chemistry ,01 natural sciences ,Biochemistry ,Catalysis ,Photobioreactors ,Cell Line, Tumor ,Humans ,Molecular Biology ,multiplex capabilities ,photochemistry ,Molecular Structure ,Full Paper ,010405 organic chemistry ,Chemistry ,Organic Chemistry ,Equipment Design ,Full Papers ,Photochemical Processes ,live-cell labeling ,photoredox ,proteins ,0104 chemical sciences ,Photocatalysis ,Molecular Medicine ,photoreactors ,Visible spectrum - Abstract
Despite the growing use of visible‐light photochemistry in both chemistry and biology, no general low‐heat photoreactor for use across these different disciplines exists. Herein, we describe the design and use of a standardized photoreactor for visible‐light‐driven activation and photocatalytic chemical transformations. Using this single benchtop photoreactor, we performed photoredox reactions across multiple visible light wavelengths, a high‐throughput photocatalytic cross‐coupling reaction, and in vitro labeling of proteins and live cells. Given the success of this reactor in all tested applications, we envision that this multi‐use photoreactor will be widely used in biology, chemical biology, and medicinal chemistry settings., The light between fields: Visible‐light chemistry is increasingly being applied to probe biology, but no photoreactor exists to enable crossover from visible‐light‐mediated reactions in the flask to complex biological environments. A single multi‐use photoreactor has been developed to enable visible‐light‐driven reactions in medicinal chemistry, chemical biology, and biology settings.
- Published
- 2020
24. Review of Doravirine Resistance Patterns Identified in Participants During Clinical Development
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Donald J. Graham, Elizabeth Martin, Ming-Tain Lai, Peter Sklar, Meizhen Feng, Winnie Ngo, Carey Hwang, Sushma Kumar, Daria J. Hazuda, and Ernest Asante-Appiah
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Oncology ,NNRTI ,Cyclopropanes ,medicine.medical_specialty ,Efavirenz ,Anti-HIV Agents ,Pyridones ,replication capacity ,HIV Infections ,Drug resistance ,In Vitro Techniques ,resistance ,chemistry.chemical_compound ,Clinical Trials, Phase II as Topic ,In vivo ,Doravirine ,Internal medicine ,Drug Resistance, Viral ,doravirine ,Medicine ,Humans ,Pharmacology (medical) ,Reverse-transcriptase inhibitor ,business.industry ,Rilpivirine ,virus diseases ,clinical trial ,Clinical Science ,Triazoles ,Reverse transcriptase ,Benzoxazines ,Clinical trial ,Infectious Diseases ,chemistry ,Clinical Trials, Phase III as Topic ,Alkynes ,HIV-1 ,business ,medicine.drug - Abstract
Background Doravirine (DOR) is a novel non-nucleoside reverse transcriptase inhibitor (NNRTI) approved for the treatment of HIV-1 infection in patients with no known DOR resistance-associated mutations. DOR was rationally designed to address limitations associated with other approved NNRTIs, particularly resistance from common NNRTI resistance-associated mutants containing K103N, Y181C, or G190A reverse transcriptase substitutions. Setting Data to date from both in vitro studies and clinical trials have been compiled to summarize the resistance profile of DOR. Methods We analyzed data from in vitro studies and phase 2 and 3 trials to assess the emergence of resistance-associated mutations and their impact on efficacy among participants treated with DOR. Results DOR exhibited a distinct resistance profile compared with efavirenz and rilpivirine in vitro and in vivo; mutant viruses that were resistant to DOR showed limited cross-resistance to efavirenz and rilpivirine. In clinical trials, the development of DOR resistance-associated substitutions in reverse transcriptase was uncommon. Conclusion Overall, minimal cross-resistance across NNRTIs was observed for DOR and limited development of DOR-related resistance. These data should assist clinicians in further understanding the resistance profile of DOR, so appropriate treatment decisions can be made for their patients.
- Published
- 2020
25. Preliminary Acceptability of a Home-Based Peripheral Blood Collection Device for Viral Load Testing in the Context of Analytical Treatment Interruptions in HIV Cure Trials: Results from a Nationwide Survey in the United States
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Karine Dubé, Shadi Eskaf, Elizabeth Hastie, Harsh Agarwal, Laney Henley, Christopher Roebuck, William B. Carter, Lynda Dee, Jeff Taylor, Derrick Mapp, Danielle M. Campbell, Thomas J. Villa, Beth Peterson, Kenneth M. Lynn, Linden Lalley-Chareczko, Emily Hiserodt, Sukyung Kim, Daniel Rosenbloom, Brad R. Evans, Melanie Anderson, Daria J. Hazuda, Lisa Shipley, Kevin Bateman, Bonnie J. Howell, Karam Mounzer, Pablo Tebas, and Luis J. Montaner
- Subjects
home-based viral load ,acceptability ,HIV cure research ,analytical treatment interruptions ,people with HIV ,personalized medicine ,Medicine (miscellaneous) - Abstract
Frequent viral load testing is necessary during analytical treatment interruptions (ATIs) in HIV cure-directed clinical trials, though such may be burdensome and inconvenient to trial participants. We implemented a national, cross-sectional survey in the United States to examine the acceptability of a novel home-based peripheral blood collection device for HIV viral load testing. Between June and August 2021, we distributed an online survey to people with HIV (PWH) and community members, biomedical HIV cure researchers and HIV care providers. We performed descriptive analyses to summarize the results. We received 73 survey responses, with 51 from community members, 12 from biomedical HIV cure researchers and 10 from HIV care providers. Of those, 51 (70%) were cisgender men and 50 (68%) reported living with HIV. Most (>80% overall) indicated that the device would be helpful during ATI trials and they would feel comfortable using it themselves or recommending it to their patients/participants. Of the 50 PWH, 42 (84%) indicated they would use the device if they were participating in an ATI trial and 27 (54%) also expressed a willingness to use the device outside of HIV cure studies. Increasing sensitivity of viral load tests and pluri-potency of the device (CD4 count, chemistries) would augment acceptability. Survey findings provide evidence that viral load home testing would be an important adjunct to ongoing HIV cure-directed trials involving ATIs. Survey findings may help inform successful implementation and uptake of the device in the context of personalized HIV care.
- Published
- 2022
- Full Text
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26. Vaccine Hyporesponse Induced by Individual Antibiotic Treatment in Mice and Non-Human Primates Is Diminished upon Recovery of the Gut Microbiome
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Xue Liang, Begüm D. Topçuoğlu, Erin Spofford, Julia M. Maritz, Sushma Kommineni, Cory H. White, Olga Danilchanka, Daria J. Hazuda, Geoffrey D. Hannigan, Teresa M. Weber, Michael P. Citron, Jianying Xiao, Christopher H. Woelk, Daniel C. Freed, Erin Bryant-Hall, Keun-Joong Lee, Jane Fontenot, Gokul Swaminathan, Gino Salituro, Dario A. Gutierrez, Mahika Kadam, James E. Norton, and Abigail L. Reens
- Subjects
medicine.drug_class ,Immunology ,Antibiotics ,microbiome ,Spleen ,Biology ,Article ,Immune system ,Immunity ,Drug Discovery ,medicine ,Pharmacology (medical) ,Microbiome ,Pharmacology ,Lachnospiraceae ,vaccines ,Vaccine efficacy ,immunity ,Vaccination ,Infectious Diseases ,medicine.anatomical_structure ,Medicine ,Vancomycin ,medicine.drug - Abstract
Emerging evidence demonstrates a connection between microbiome composition and suboptimal response to vaccines (vaccine hyporesponse). Harnessing the interaction between microbes and the immune system could provide novel therapeutic strategies for improving vaccine response. Currently we do not fully understand the mechanisms and dynamics by which the microbiome influences vaccine response. Using both mouse and non-human primate models, we report that short-term oral treatment with a single antibiotic (vancomycin) results in disruption of the gut microbiome and this correlates with a decrease in systemic levels of antigen-specific IgG upon subsequent parenteral vaccination. We further show that recovery of microbial diversity before vaccination prevents antibiotic-induced vaccine hyporesponse, and that the antigen specific IgG response correlates with the recovery of microbiome diversity. RNA-sequencing analysis of small intestine, spleen, whole blood, and secondary lymphoid organs from antibiotic treated mice revealed a dramatic impact on the immune system, and a muted inflammatory signature is correlated with loss of bacteria from Lachnospiraceae, Ruminococcaceae, and Clostridiaceae. These results suggest that microbially modulated immune pathways may be leveraged to promote vaccine response and will inform future vaccine design and development strategies.ImportanceAntibiotic-induced gut microbiome disruption has been linked to reduced vaccine efficacy. Despite these observations, there remains a knowledge gap in the specific mechanisms by which antibiotics and the gut microbiome influence vaccine efficacy. We aim to contribute to the field’s growing mechanistic understanding by presenting a detailed analysis of antibiotic treatment and recovery as it relates to vaccine response and the microbiome. Using animal models, we show that short-term antibiotic treatment prior to vaccination results in diminished vaccine-specific immune responses, and that these are correlated with specific microbiome signatures. We also demonstrate the converse, in which gut microbiome recovery can result in improved vaccine response. We further reveal that antibiotics can significantly alter multiple relevant immune pathways and this alteration in immune tone may contribute to the vaccine hyporesponse. We expect our findings will enable the continued prosecution of the role of the microbiome in modulating the host immune system.
- Published
- 2021
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27. Impact of HIV-1 Resistance-Associated Mutations on Susceptibility to Doravirine: Analysis of Real-World Clinical Isolates
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Ernest Asante-Appiah, Dongmei Yang, Elizabeth Martin, Peter Sklar, Christos J. Petropoulos, Jay A. Grobler, Johnny Lai, Daria J. Hazuda, Charles M Walworth, and Hong Wan
- Subjects
NNRTI ,Efavirenz ,Nevirapine ,clinical isolates ,Anti-HIV Agents ,Pyridones ,Etravirine ,HIV Infections ,Drug resistance ,Antiviral Agents ,Virus ,chemistry.chemical_compound ,Doravirine ,Drug Resistance, Viral ,doravirine ,medicine ,Humans ,Pharmacology (medical) ,Pharmacology ,Reverse-transcriptase inhibitor ,business.industry ,virus diseases ,Triazoles ,Virology ,HIV Reverse Transcriptase ,Infectious Diseases ,chemistry ,Rilpivirine ,Mutation ,HIV-1 ,antiretroviral resistance ,Reverse Transcriptase Inhibitors ,business ,medicine.drug - Abstract
Clinical management of human immunodeficiency virus type-1 (HIV-1) infection may be negatively impacted by either acquired or transmitted drug resistance. Here, we aim to extend our understanding of the impact of resistance-associated mutations (RAMs) on the susceptibility of clinical isolates to the nonnucleoside reverse transcriptase inhibitor (NNRTI) doravirine. Clinical isolates from people living with HIV-1 undergoing routine testing for susceptibility to doravirine and other approved NNRTIs (etravirine, rilpivirine, efavirenz, and nevirapine) were collected from August 2018 to August 2019. Susceptibility in the presence/absence of NNRTI and nucleos(t)ide reverse transcriptase inhibitor (NRTI) mutations was determined using cutoffs for relative fold change in inhibition (ratio of the 50% inhibitory concentration [IC 50 ] of patient virus compared with the IC 50 of a wild-type reference strain). Biological cutoffs of 3- to 15-fold change were investigated for doravirine, with preestablished cutoffs used for the other NNRTIs. Of 4,070 clinical isolates, 42.9% had ≥1 NNRTI RAM. More isolates were susceptible to doravirine (92.5–96.7%) than to etravirine (91.5%), rilpivirine (89.5%), efavirenz (81.5%), or nevirapine (77.5%). Based on a 3-fold cutoff, doravirine susceptibility was retained in 44.7–65.8% of isolates resistant to another NNRTI and 28.5% of isolates resistant to all other tested NNRTIs. The presence of NRTI RAMs including thymidine analog mutations was associated with doravirine hypersusceptibility in some isolates, particularly in the absence of NNRTI RAMs. These results support the favorable resistance profile of doravirine and are of particular importance given the challenge posed by both acquired and transmitted resistance.
- Published
- 2021
28. Development of a fully automated platform for agar-based measurement of viable bacterial growth
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Brian Squadroni, William Newhard, Donna Carr, Huong Trinh, Fred Racine, Paul Zuck, Bonnie Howell, Daria J. Hazuda, and Jason Cassaday
- Subjects
Medical Laboratory Technology ,Agar ,Automation ,Bacteria ,Software ,Computer Science Applications ,Anti-Bacterial Agents - Abstract
Dynamic in vitro antibacterial studies provide valuable insight on effective dosing strategies prior to translating to in vivo models. Frequent sampling is required to monitor the pharmacodynamics (PD) of these studies, leading to significant work when quantifying the bacterial load of the samples. Spreading a bacterial suspension on agar to allow colony counting is a proven process for measuring very low levels of growth, but commercial automation equipment to handle agar plating and colony counting at scale is not readily available. We describe a process to greatly decrease the hands-on time required for PD assays by utilizing general-purpose liquid handling robots to plate bacteria and a custom-made plate imager to automate colony counting. The platform developed handles the biological assay from beginning to end as well as sample tracking at each step of the process. The process relies heavily on custom automation scheduling software to enable dynamic process decisions and coordinate data flow throughout. Using the described platform, we can efficiently quantify100 PD samples per day while maintaining the necessary dynamic range of the assay. Alleviating the main bottleneck in the dynamic antibacterial studies has allowed us to accelerate the rate of experiments to provide antibacterial dosing data within shorter timelines.
- Published
- 2021
29. Detection of Cell-Cell Interactions via Photocatalytic Cell Tagging
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Grazia Piizzi, Karen Cromie, Samantha D. O’Hara, Rob C. Oslund, Kelly A. Crotty, Vanessa M. Peterson, Lee R. Roberts, Daria J. Hazuda, Cory H. White, Erik C. Hett, Tamara Reyes-Robles, David H. Perlman, Dan Chang, David Vlerick, Silvia Frutos, Olugbeminiyi O. Fadeyi, Edward P. Bowman, Jake H. Tomlinson, Miquel Vila-Perelló, and Lixia Li
- Subjects
biology ,Chemistry ,Cell ,Computational biology ,Peripheral blood mononuclear cell ,Immunological synapse ,Immune system ,medicine.anatomical_structure ,Single-domain antibody ,medicine ,biology.protein ,Antibody ,Function (biology) ,Intracellular - Abstract
Cell-cell interactions drive essential biological processes critical to cell and tissue development, function, pathology, and disease outcome. The growing appreciation of immune cell interactions within disease environments has led to significant efforts to develop protein- and cell-based therapeutic strategies. A better understanding of these cell-cell interactions will enable the development of effective immunotherapies. However, characterizing these complex cellular interactions at molecular resolution in their native biological contexts remains challenging. To address this, we introduce photocatalytic cell tagging (PhoTag), a modality agnostic platform for profiling cell-cell interactions. Using photoactivatable flavin-based cofactors, we generate phenoxy radical tags for targeted labeling at the cell surface. Through various targeting modalities (e.g. MHC-Multimer, antibody, single domain antibody (VHH)) we deliver a flavin photocatalyst for cell tagging within monoculture, co-culture, and peripheral blood mononuclear cells. PhoTag enables highly selective tagging of the immune synapse between an immune cell and an antigen-presenting cell through targeted labeling at the cell-cell junction. This allowed for the ability to profile gene expression-level differences between interacting and bystander cell populations. Given the modality agnostic and spatio-temporal nature of PhoTag, we envision its broad utilization to detect and profile intercellular interactions within an immune synapse and other confined cellular regions for any biological system.
- Published
- 2021
30. TGF-β associated senescence and impaired metabolism in central memory CD4 T cells promotes HIV persistence
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Susan Pereira Ribeiro, Daniel Lamarre, Peter W. Hunt, Carey L. Shive, Andrey Loboda, Aarthi Talla, Jeffery Ahlers, Xuan Xu, Benigno Rodriguez, Deanna A. Kulpa, Razvan Cristescu, Khader Ghneim, Slim Fourati, Robert S. Balderas, Steven G. Deeks, Rafick Pierre Sekaly, I-Ming Wang, Ashish Sharma, Michael M. Lederman, Daria J. Hazuda, Jessica H. Brehm, and Daniel C. Douek
- Subjects
Senescence ,Immunology ,Human immunodeficiency virus (HIV) ,medicine ,Metabolism ,Biology ,medicine.disease_cause ,Persistence (computer science) ,Transforming growth factor - Abstract
Current therapeutic interventions to eradicate latent HIV (“reservoir”) and restore immune function in ART-treated HIV infection have yet to show efficacy. To explore mechanisms of HIV persistence, we apply an integrated systems biology approach and identify a distinct group of individuals with poor CD4 T-cell reconstitution (Immunologic non-responders, “INRs”) and high frequencies of cells with inducible HIV. Contrary to the prevailing notion that immune activation drives HIV persistence and immune dysfunction, peripheral blood leukocytes from these subjects have enhanced expression of a network of genes regulated by cellular senescence. In these subjects, increased frequencies of regulatory T cells and expression of the TGF-β signaling cascade are concomitant with the downregulation of cell cycle and metabolism in CD4 central memory T (TCM) cells. These cascades, downstream of TGF-β, lead to the accumulation of PD-1 expressing CD4 TCM and are associated with an increase in frequencies of cells with inducible HIV ex vivo. In vitro validation confirmed that this cellular profile was driven by a β-hydroxybutyrates/bile acid rich metabolic milieu and resulted in TGF-β associated latency establishment. Our findings identify targets for PD-1 or TGF-β specific interventions that can overcome cellular senescence; these therapeutic approaches have shown safety and efficacy in cancer, and may prove to be crucial for HIV eradication.
- Published
- 2021
31. Interleukin-10 contributes to reservoir establishment and persistence in SIV-infected macaques treated with antiretroviral therapy
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Justin Harper, Susan P. Ribeiro, Chi Ngai Chan, Malika Aid, Claire Deleage, Luca Micci, Maria Pino, Barbara Cervasi, Gopalan Raghunathan, Eric Rimmer, Gulesi Ayanoglu, Guoxin Wu, Neeta Shenvi, Richard J.O. Barnard, Gregory Q. Del Prete, Kathleen Busman-Sahay, Guido Silvestri, Deanna A. Kulpa, Steven E. Bosinger, Kirk A. Easley, Bonnie J. Howell, Dan Gorman, Daria J. Hazuda, Jacob D. Estes, Rafick-Pierre Sekaly, and Mirko Paiardini
- Subjects
CD4-Positive T-Lymphocytes ,Simian Acquired Immunodeficiency Syndrome ,Animals ,Humans ,HIV Infections ,Simian Immunodeficiency Virus ,General Medicine ,Macaca mulatta ,Interleukin-10 - Abstract
Interleukin-10 (IL-10) is an immunosuppressive cytokine that signals through STAT3 to regulate T follicular helper (Tfh) cell differentiation and germinal center formation. In SIV-infected macaques, levels of IL-10 in plasma and lymph nodes (LNs) were induced by infection and not normalized with antiretroviral therapy (ART). During chronic infection, plasma IL-10 and transcriptomic signatures of IL-10 signaling were correlated with the cell-associated SIV-DNA content within LN CD4+ memory subsets, including Tfh cells, and predicted the frequency of CD4+ Tfh cells and their cell-associated SIV-DNA content during ART, respectively. In ART-treated rhesus macaques, cells harboring SIV-DNA by DNAscope were preferentially found in the LN B cell follicle in proximity to IL-10. Finally, we demonstrated that the in vivo neutralization of soluble IL-10 in ART-treated, SIV-infected macaques reduced B cell follicle maintenance and, by extension, LN memory CD4+ T cells, including Tfh cells and those expressing PD-1 and CTLA-4. Thus, these data support a role for IL-10 in maintaining a pool of target cells in lymphoid tissue that serve as a niche for viral persistence. Targeting IL-10 signaling to impair CD4+ T cell survival and improve antiviral immune responses may represent a novel approach to limit viral persistence in ART-suppressed people living with HIV.
- Published
- 2021
32. Letter to the Editor in Response to Zhou et al
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George R. Painter, Jay A. Grobler, Joan R. Butterton, Daria J. Hazuda, Patricia A. Escobar, Sean P. Troth, and Carisa Stadlman DeAnda
- Subjects
2019-20 coronavirus outbreak ,Letter to the editor ,Coronavirus disease 2019 (COVID-19) ,SARS-CoV-2 ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,COVID-19 ,Biology ,Virology ,Infectious Diseases ,AcademicSubjects/MED00290 ,Correspondence ,Immunology and Allergy ,Antiviral ,Molnupiravir - Published
- 2021
33. PD-1 blockade potentiates HIV latency reversal ex vivo in CD4+ T cells from ART-suppressed individuals
- Author
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Jean-Pierre Routy, Rebecca Hoh, Cecilia T. Costiniuk, Mohamed El-Far, Rémi Fromentin, Sandrina DaFonseca, Rafick-Pierre Sekaly, Nicolas Chomont, Sharon R Lewin, Daria J. Hazuda, Steven G. Deeks, Frederick Hecht, and Francesco A. Procopio
- Subjects
0301 basic medicine ,CD4-Positive T-Lymphocytes ,Programmed Cell Death 1 Receptor ,General Physics and Astronomy ,02 engineering and technology ,Lymphocyte Activation ,B7-H1 Antigen ,chemistry.chemical_compound ,Virus latency ,Monoclonal ,2.2 Factors relating to the physical environment ,Aetiology ,Bryostatin ,lcsh:Science ,Humanized ,Multidisciplinary ,biology ,Antibodies, Monoclonal, Humanized/pharmacology ,Antiretroviral Therapy, Highly Active ,B7-H1 Antigen/pharmacology ,Bryostatins/pharmacology ,CD4-Positive T-Lymphocytes/virology ,HIV-1/physiology ,Humans ,Lymphocyte Activation/drug effects ,Programmed Cell Death 1 Receptor/antagonists & inhibitors ,Programmed Cell Death 1 Receptor/metabolism ,Virus Latency/drug effects ,021001 nanoscience & nanotechnology ,Bryostatins ,3. Good health ,Virus Latency ,Infectious Diseases ,medicine.anatomical_structure ,HIV/AIDS ,Antibody ,Infection ,0210 nano-technology ,T cell ,Science ,Antiretroviral Therapy ,General Biochemistry, Genetics and Molecular Biology ,Antibodies ,03 medical and health sciences ,medicine ,Highly Active ,T-cell receptor ,General Chemistry ,medicine.disease ,Immune checkpoint ,Blockade ,030104 developmental biology ,chemistry ,biology.protein ,Cancer research ,HIV-1 ,lcsh:Q ,Ex vivo - Abstract
HIV persists in latently infected CD4+ T cells during antiretroviral therapy (ART). Immune checkpoint molecules, including PD-1, are preferentially expressed at the surface of persistently infected cells. However, whether PD-1 plays a functional role in HIV latency and reservoir persistence remains unknown. Using CD4+ T cells from HIV-infected individuals, we show that the engagement of PD-1 inhibits viral production at the transcriptional level and abrogates T-cell receptor (TCR)-induced HIV reactivation in latently infected cells. Conversely, PD-1 blockade with the monoclonal antibody pembrolizumab enhances HIV production in combination with the latency reversing agent bryostatin without increasing T cell activation. Our results suggest that the administration of immune checkpoint blockers to HIV-infected individuals on ART may facilitate latency disruption. The immune checkpoint molecule PD-1 is expressed on a fraction of CD4+ T cells latently infected with HIV, but whether PD-1 plays a functional role in reservoir persistence remains unknown. Here, Fromentin et al. show that PD-1 blockade potentiates latency reversal ex vivo in CD4+ T cells from ART suppressed individuals.
- Published
- 2019
34. Comparable HIV suppression by pegylated-IFN-α2a or pegylated-IFN-α2b during a 4-week analytical treatment interruption
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Matthew Fair, Pablo Tebas, Emmanouil Papasavvas, Livio Azzoni, Brian N Ross, Karam Mounzer, Daria J. Hazuda, Bonnie J Howell, Jay R. Kostman, and Luis J. Montaner
- Subjects
Oncology ,medicine.medical_specialty ,Demographics ,medicine.medical_treatment ,Immunology ,Human immunodeficiency virus (HIV) ,HIV Infections ,Interferon alpha-2 ,medicine.disease_cause ,Antiviral Agents ,Article ,Polyethylene Glycols ,Internal medicine ,PEG ratio ,medicine ,Immunology and Allergy ,Humans ,Viral suppression ,business.industry ,Clinical Studies as Topic ,Immunotherapy ,Antiretroviral therapy ,Recombinant Proteins ,Infectious Diseases ,Treatment Outcome ,Treatment interruption ,Drug Therapy, Combination ,business - Abstract
We report on the post-hoc analysis of three clinical studies (NCT01935089, NCT00594880, and NCT00051818) with chronically HIV-infected, immune-reconstituted individuals with similar entry criteria, and demographics interrupting antiretroviral therapy (ART) without or with 5 weeks of weekly pegylated (Peg)-IFN-α2b or Peg-IFN-α2a immunotherapy added onto ART. Results show similar rates of viral suppression between both immunotherapies when continued during a 4-week ART interruption, despite Peg-IFN-α2a maintaining significantly higher trough blood levels.
- Published
- 2021
35. Generation of SARS-CoV-2 reporter replicon for high-throughput antiviral screening and testing
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Shih Lin Goh, Min Xu, Arthur Fridman, Jiajie Wei, Dai Wang, Steve S. Carroll, Xi He, Shuo Quan, Amy S. Espeseth, Daria J. Hazuda, Jay A. Grobler, Silveria Rodriguez, David B. Olsen, and Kenneth A. Koeplinger
- Subjects
0301 basic medicine ,viruses ,Biology ,Virus Replication ,Antiviral Agents ,Microbiology ,Genome ,03 medical and health sciences ,antivirals ,0302 clinical medicine ,high-throughput antiviral screening ,In vivo ,Biosafety level ,Chlorocebus aethiops ,Animals ,Humans ,030212 general & internal medicine ,Replicon ,skin and connective tissue diseases ,Vero Cells ,Coronavirus RNA-Dependent RNA Polymerase ,Multidisciplinary ,SARS-CoV-2 ,fungi ,HEK 293 cells ,COVID-19 ,Biological Sciences ,biochemical phenomena, metabolism, and nutrition ,Virology ,High-Throughput Screening Assays ,HEK293 Cells ,030104 developmental biology ,Viral replication ,A549 Cells ,Cell culture ,Vero cell - Abstract
Significance The urgency of curbing the COVID-19 pandemic has motivated many investigators to pivot their research to understand the basic biology of SARS-CoV-2 and to search for new pharmaceutical compounds for potential COVID-19 treatment. However, most SARS-CoV-2 studies require biosafety level 3 facilities, which are in high demand, costly, and difficult to access. To overcome these limitations, we engineered a SARS-CoV-2 replicon, which is a modified virus subgenome capable of self-replicating without producing infectious virus, allowing the viral replication to be studied in a conventional biomedical laboratory setting. The replicon system also provides a valuable tool to screen and test antiviral compounds in biologically relevant cells. Successful implementation of the technology will accelerate the development of effective treatment for SARS-CoV-2 infection., Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) research and antiviral discovery are hampered by the lack of a cell-based virus replication system that can be readily adopted without biosafety level 3 (BSL-3) restrictions. Here, the construction of a noninfectious SARS-CoV-2 reporter replicon and its application in deciphering viral replication mechanisms and evaluating SARS-CoV-2 inhibitors are presented. The replicon genome is replication competent but does not produce progeny virions. Its replication can be inhibited by RdRp mutations or by known SARS-CoV-2 antiviral compounds. Using this system, a high-throughput antiviral assay has also been developed. Significant differences in potencies of several SARS-CoV-2 inhibitors in different cell lines were observed, which highlight the challenges of discovering antivirals capable of inhibiting viral replication in vivo and the importance of testing compounds in multiple cell culture models. The generation of a SARS-CoV-2 replicon provides a powerful platform to expand the global research effort to combat COVID-19.
- Published
- 2021
36. Primary Human Dendritic Cells and Whole-Blood based Assays to Evaluate Immuno-Modulatory Properties of Heat-Killed Commensal Bacteria
- Author
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Patricia Akrivoulis, Sushma Kommineni, Gokul Swaminathan, Dario A. Gutierrez, Daria J. Hazuda, and James E. Norton
- Subjects
0301 basic medicine ,Chemokine ,medicine.medical_treatment ,Immunology ,lcsh:Medicine ,microbiome ,Biology ,Article ,Microbiology ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,Cancer immunotherapy ,Drug Discovery ,medicine ,Pharmacology (medical) ,Microbiome ,dendritic cells ,innate immunity ,host–microbiome interactions, commensal bacteria ,Pharmacology ,Innate immune system ,immune modulation ,Host (biology) ,commensal bacteria ,dendritic cells, innate immunity ,lcsh:R ,host–microbiome interactions ,030104 developmental biology ,Infectious Diseases ,030220 oncology & carcinogenesis ,biology.protein ,Ex vivo ,CD80 - Abstract
There is mounting evidence that the microbiome plays a critical role in training and maturation of the host immune system. Pre-clinical and clinical studies have shown that microbiome perturbation is correlated with sub-optimal host responses to vaccines and cancer immunotherapy. As such, identifying species of commensal bacteria capable of modulating immunological outcomes is of considerable interest. Currently, the lack of reliable primary immune cell-based assays capable of differentiating immuno-modulatory properties of various commensal bacteria is a major limitation. Here, we demonstrate that primary human monocyte-derived dendritic cells (MoDC) are capable of stratifying different strains of live and heat-killed commensal bacteria in an in vitro culture system. Specifically, heat-killed bacterial strains were able to differentially modulate co-stimulation/maturation markers CD80, CD83, and HLA-DR, as well as cytokine/chemokine signatures, such as IL-1b, MIP-1a, and TNFa in primary human MoDC. We further validated our observations using the TruCulture® (Myriad RBM, Inc., Austin, TX, USA) whole-blood ex vivo culture system. Using this ex vivo system allowed us to measure immune-altering effects of commensal bacteria in primary human whole-blood. As such, we report that both these primary in vitro and ex vivo systems are robust and enable identification, stratification, and differentiation of various commensal bacteria as potential modulators of host immunity.
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- 2021
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37. In Vitro Pharmacokinetic/Pharmacodynamic Modeling of HIV Latency Reversal by Novel HDAC Inhibitors Using an Automated Platform
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Jian Liu, Brian Squadroni, Bonnie J. Howell, Paul Zuck, Wensheng Yu, Daria J. Hazuda, Joe Kozlowski, Jeanine E. Ballard, Ryan C. Vargo, Richard J. O. Barnard, Jason Cassaday, Guoxin Wu, Munjal Patel, and William Newhard
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Gene Expression Regulation, Viral ,Cell ,Cell Culture Techniques ,HIV Infections ,Pharmacology ,Virus Replication ,Biochemistry ,Jurkat cells ,Analytical Chemistry ,03 medical and health sciences ,Jurkat Cells ,Pharmacokinetics ,In vivo ,medicine ,Humans ,Latency (engineering) ,Cells, Cultured ,030304 developmental biology ,Automation, Laboratory ,0303 health sciences ,030306 microbiology ,Chemistry ,HIV ,Models, Theoretical ,In vitro ,Virus Latency ,Histone Deacetylase Inhibitors ,medicine.anatomical_structure ,Pharmacodynamics ,Molecular Medicine ,Histone deacetylase ,Biotechnology - Abstract
Antiretroviral therapy is able to effectively control but not eradicate HIV infection, which can persist, leading to the need for lifelong therapy. The existence of latently HIV-infected cells is a major barrier to the eradication of chronic HIV infection. Histone deacetylase inhibitors (HDACis), small molecules licensed for oncology indications, have shown the ability to produce HIV transcripts in vitro and in vivo. The pharmacologic parameters that drive optimal HIV latency reversal in vivo are unknown and could be influenced by such factors as the HDACi binding kinetics, concentration of compound, and duration of exposure. This study evaluates how these parameters affect HIV latency reversal for a series of novel HDACis that differ in their enzymatic on and off rates. Varying cellular exposure, using automated washout methods of HDACi in a Jurkat cell model of HIV latency, led to the investigation of the relationship between pharmacokinetic (PK) properties, target engagement (TE), and pharmacodynamic (PD) responses. Using an automated robotic platform enabled miniaturization of a suspension cell-based washout assay that required multiple manipulations over the 48 h duration of the assay. Quantification of histone acetylation (TE) revealed that HDACis showed early peaks and differences in the durability of response between different investigated HDACis. By expanding the sample times, the shift between TE and PD, as measured by green fluorescent protein, could be fully characterized. The comprehensive data set generated by automating the assays described here was used to establish a PK/PD model for HDACi-induced HIV latency reversal.
- Published
- 2021
38. Microbiome And Metabolome Driven Differentiation Of TGF-β Producing Tregs Leads to Senescence and HIV Latency
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Steven G. Deeks, Razvan Cristescu, Peter W. Hunt, Khader Ghneim, I-Ming Wang, Robert S. Balderas, Susan Pereira Ribeiro, Samuel Darko, Sahaana Arumugam, Ali Filali-Mouhim, Rafick-Pierre Sekaly, Daniel Lamarre, Aarthi Talla, Michael M. Lederman, Ashish Sharma, Xuan Xu, Benigno Rodriguez, Daniel C. Douek, Daria J. Hazuda, Jessica H. Brehm, Deanna A. Kulpa, Jeffery Ahlers, Carey L. Shive, Andrey Loboda, and Slim Fourati
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Senescence ,Cellular differentiation ,Immunology ,FOXO3 ,Metabolome ,Microbiome ,Butyrate ,Biology ,IRF3 ,Transforming growth factor - Abstract
Therapeutic interventions to eradicate latent HIV in ART-treated infection have yet to show efficacy. We used a systems biology approach to identify a subset of ART-treated individuals with immune-dysfunction that had the highest frequencies of cells with inducible HIV. Contrary to the prevailing notion that immune activation drives HIV persistence, blood from these individuals was enriched in senescence-inducing genes (high FOXO3, SMAD2 and IRF3), Treg frequencies and TGF-β signaling expression. In these "Senescent-INRs", high Firmicute phylum plasma nucleotides and butyrate/bile acids (like a-ketobutyrate) correlated with Treg frequencies and inducible HIV levels. Stimulation of naive CD4 T-cells with a-ketobutyrate led to TGF-β producing Treg differentiation, and PD-1 up-regulation on less differentiated cells. A dose dependent increase in latent HIV-infected memory CD4 T-cells was observed after TGF-β stimulation. Senescence cascades identified here can be targeted by PD-1/TGF-β specific interventions that have shown safety/efficacy in cancer, and can be crucial for HIV eradication.
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- 2021
39. Report of the National Institutes of Health SARS-CoV-2 Antiviral Therapeutics Summit
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Kumar Singh Saikatendu, Michael J. Sofia, Matthew D. Disney, David Baker, Jennifer O. Nwankwo, Marla Weetall, Annaliesa S. Anderson, Christopher P. Austin, Mindy I. Davis, Matthias Götte, Emmie de Wit, Andrew D. Mesecar, Matthew D. Hall, Richard J. Whitley, Stephanie Moore, James M. Anderson, Kara Carter, George R. Painter, Anthony J. Conley, Charlotte A. Lanteri, Sandra K. Weller, Jay Bradner, Celia A. Schiffer, Tomas Cihlar, Abigail Grossman, Timothy P. Sheahan, Kizzmekia S. Corbett, Stephanie L. Ford-Scheimer, Kyle R. Brimacombe, Lillian Chiang, Elizabeth A. Campbell, Daria J. Hazuda, Mark R. Denison, Frederick G. Hayden, Sara Cherry, Pei Yong Shi, Courtney V. Fletcher, Hilary D. Marston, Jules O'Rear, Hugh D. C. Smyth, Francis S. Collins, and Anthony S. Fauci
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0301 basic medicine ,Coronavirus disease 2019 (COVID-19) ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,medicine.disease_cause ,NIH Virtual SARS-CoV-2 Supplement ,03 medical and health sciences ,0302 clinical medicine ,Research community ,preclinical ,Immunology and Allergy ,Medicine ,State of the science ,Coronavirus ,Medical education ,geography ,Summit ,geography.geographical_feature_category ,SARS-CoV-2 ,business.industry ,Research needs ,antiviral therapeutics ,viral replication machinery ,emerging modalities ,AcademicSubjects/MED00290 ,030104 developmental biology ,Infectious Diseases ,Drug development ,proteases ,business ,030217 neurology & neurosurgery - Abstract
The NIH Virtual SARS-CoV-2 Antiviral Summit, held on 6 November 2020, was organized to provide an overview on the status and challenges in developing antiviral therapeutics for coronavirus disease 2019 (COVID-19), including combinations of antivirals. Scientific experts from the public and private sectors convened virtually during a live videocast to discuss severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) targets for drug discovery as well as the preclinical tools needed to develop and evaluate effective small-molecule antivirals. The goals of the Summit were to review the current state of the science, identify unmet research needs, share insights and lessons learned from treating other infectious diseases, identify opportunities for public-private partnerships, and assist the research community in designing and developing antiviral therapeutics. This report includes an overview of therapeutic approaches, individual panel summaries, and a summary of the discussions and perspectives on the challenges ahead for antiviral development.
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- 2021
- Full Text
- View/download PDF
40. Microbiome and Metabolome driven differentiation of TGF-β producing Tregs leads to Senescence and HIV latency
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Steven G. Deeks, Ashish Sharma, Jeffrey D. Ahlers, Xuan Xu, I-Ming Wang, Susan Pereira Ribeiro, Robert S. Balderas, Daria J. Hazuda, Sahaana Arumugam, Jessica H. Brehm, Slim Fourati, Daniel Lamarre, Peter W. Hunt, Rafick-Pierre Sekaly, Benigno Rodriguez, Carey L. Shive, Deanna A. Kulpa, Andrey Loboda, Samuel Darko, Aarthi Talla, Michael M. Lederman, Razvan Cristescu, Daniel C. Douek, and Khader Ghneim
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Senescence ,Immune system ,Downregulation and upregulation ,Immunology ,Microbiome ,Biology ,Cell cycle ,IRF3 ,Transcription factor ,Ex vivo - Abstract
SummaryCurrent therapeutic interventions to eradicate latent HIV (“reservoir”) and restore immune function in ART-treated HIV infection have yet to show efficacy. To explore mechanisms of HIV persistence, we apply an integrated systems biology approach and identify a distinct group of individuals with poor CD4 T-cell reconstitution (Immunologic non-responders, “INRs”) and high frequencies of cells with inducible HIV. Contrary to the prevailing notion that immune activation drives HIV persistence and immune dysfunction, peripheral blood leukocytes from these subjects have enhanced expression of a network of genes regulated by cellular senescence driving transcription factors (TFs) FOXO3, SMAD2 and IRF3. In these subjects, increased frequencies of regulatory T cells and expression of the TGF-β signaling cascade are complimented by the downregulation of cell cycle, metabolic and pro-inflammatory pathways. Lactobacillaceae family and metabolites (members of the butyrate family – i.e. α-ketobutyrate) were correlated with Treg frequencies in “Senescent-INRs”ex vivo,triggered the differentiation of TGF-β producing Tregs and promoted HIV latency establishmentin vitro.These cascades, downstream of PD-1/TGF-β, prevent memory T cell differentiation and are associated with an increase in frequencies of cells with inducible HIVex vivo.Our findings identify cellular senescence responses that can be targeted by PD-1 or TGF-β specific interventions that have shown safety and efficacy in cancer, and may prove to be crucial for HIV eradication.
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- 2020
41. Generation of a SARS-CoV-2 Replicon as a Model System to Dissect Virus Replication and Antiviral Inhibition
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Xi He, Arthur Fridman, Jiajie Wei, Jay A. Grobler, Daria J. Hazuda, Shih Lin Goh, Steve S. Carroll, Min Xu, Kenneth A. Koeplinger, Dai Wang, Shuo Quan, Silveria Rodriguez, Amy S. Espeseth, and David B. Olsen
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viruses ,fungi ,Cell ,biochemical phenomena, metabolism, and nutrition ,Biology ,Genome ,Virology ,Replication (computing) ,medicine.anatomical_structure ,Viral replication ,In vivo ,Cell culture ,Biosafety level ,medicine ,Replicon - Abstract
SARS-CoV-2 research and antiviral discovery are hampered by the lack of a cell-based virus replication system that can be readily adopted without biosafety level 3 (BSL-3) restrictions. Here, the construction of a non-infectious SARS-CoV-2 reporter replicon and its application in deciphering viral replication mechanisms and evaluating SARS-CoV-2 inhibitors are presented. The replicon genome is replication competent but does not produce progeny virions. Its replication can be inhibited by RdRp mutations or by known SARS-CoV-2 antiviral compounds. Using this system, a high-throughput antiviral assay has also been developed. Significant differences in potencies of several SARS-CoV-2 inhibitors in different cell lines were observed, which highlights the challenges of discovering antivirals capable of inhibiting viral replication in vivo and the importance of testing compounds in multiple cell culture models. The generation of a SARS-CoV-2 replicon provides a powerful platform to expand the global research effort to combat COVID-19.
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- 2020
42. Gag p24 Is a Marker of Human Immunodeficiency Virus Expression in Tissues and Correlates With Immune Response
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Nicolas Chomont, Paul Zuck, Peter W. Hunt, Steven A. Yukl, Jeffrey M. Milush, Daria J. Hazuda, Steven G. Deeks, Shih Lin Goh, Poonam Vohra, Ma Somsouk, Timothy W. Schacker, Bonnie J. Howell, Barbara L. Shacklett, Guoxin Wu, Hiroyu Hatano, Joseph K. Wong, and Ashley T. Haase
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0301 basic medicine ,CD4-Positive T-Lymphocytes ,gag p24 ,fine needle aspirates ,CD14 ,viruses ,Biopsy ,Human immunodeficiency virus (HIV) ,rectal biopsy ,HIV Core Protein p24 ,HIV persistence ,HIV Infections ,Biology ,medicine.disease_cause ,Lymphocyte Activation ,Medical and Health Sciences ,Microbiology ,gag Gene Products, Human Immunodeficiency Virus ,03 medical and health sciences ,Major Articles and Brief Reports ,0302 clinical medicine ,Immune system ,lymph nodes ,medicine ,Immunology and Allergy ,Humans ,030212 general & internal medicine ,Lymph node ,gag Gene Products ,HIV ,virus diseases ,Biological Sciences ,Virology ,Antiretroviral therapy ,CD4 Lymphocyte Count ,030104 developmental biology ,medicine.anatomical_structure ,Infectious Diseases ,Good Health and Well Being ,HIV-1 ,Biomarker (medicine) ,biomarker ,HIV/AIDS ,Female ,Viral persistence ,Infection ,CD8 ,Human Immunodeficiency Virus ,Biomarkers - Abstract
We demonstrate that human immunodeficiency virus (HIV) gag p24 protein is more readily detected in gut and lymph node tissues than in blood CD4+ T cells and correlates better with CD4 count during antiretroviral therapy (ART). Gut p24 levels also measurably decline with ART in natural controllers. During ART, gut p24 expression is more strongly associated both with HIV-specific CD8+ T-cell frequency and plasma soluble CD14 levels than gut HIV RNA expression. This study supports using gag p24 as a marker of HIV expression in HIV+ tissues to study effects of viral persistence and to monitor efficacy of treatment in HIV-based clearance studies.
- Published
- 2020
43. Cellular Gene Modulation of HIV-Infected CD4 T Cells in Response to Serial Treatment with the Histone Deacetylase Inhibitor Vorinostat
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Corin Dorfmeier, Jill Maxwell, Bonnie J. Howell, Nancie M. Archin, David M. Margolis, Guoxin Wu, Shane D. Falcinelli, Andrea L. Webber, Daria J. Hazuda, Alexey Nefedov, Richard J. O. Barnard, and Morgan G Dewey
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Therapeutic gene modulation ,CD4-Positive T-Lymphocytes ,genetic structures ,medicine.drug_class ,Immunology ,Primary Cell Culture ,Cellular Response to Infection ,HIV Infections ,histone deacetylase inhibitors ,Microbiology ,Jurkat cells ,Chromatin remodeling ,03 medical and health sciences ,Jurkat Cells ,Virology ,Gene expression ,medicine ,Humans ,Vorinostat ,030304 developmental biology ,0303 health sciences ,biology ,human immunodeficiency virus ,030306 microbiology ,Histone deacetylase inhibitor ,Acetylation ,Virus Latency ,Histone ,Insect Science ,biology.protein ,Cancer research ,gene expression ,HIV-1 ,Leukocytes, Mononuclear ,biomarker ,Virus Activation ,Histone deacetylase ,sense organs ,medicine.drug - Abstract
Histone deacetylase inhibitors are widely studied HIV latency-reversing agents (LRAs). VOR, an HDACi, induces histone acetylation and chromatin remodeling and modulates host and HIV gene expression. However, the relationship between these events is poorly defined, and clinical studies suggest diminished HIV reactivation in resting CD4 T cells with daily exposure to VOR. Our study provides evidence that VOR induces a consistent level of host cell gene transcription following intermittent exposure. In addition, in response to VOR exposure a gene signature that was conserved across single and serial exposures both in vitro and in vivo was identified, indicating that VOR can consistently and reproducibly modulate transcriptional host responses. However, as the HIV response to HDACi declines over time, other factors modulate viral reactivation in vivo despite robust HDAC activity. The identified host gene VOR biomarkers can be used for monitoring the pharmacodynamic activity of HDAC inhibitors., Histone deacetylase inhibitors (HDACi) are the most widely studied HIV latency-reversing agents (LRAs). The HDACi suberoylanilide hydroxamic acid (vorinostat [VOR]) has been employed in several clinical HIV latency reversal studies, as well as in vitro models of HIV latency, and has been shown to effectively induce HIV RNA and protein expression. Despite these findings, response to HDACi can vary, particularly with intermittent dosing, and information is lacking on the relationship between the host transcriptional response and HIV latency reversal. Here, we report on global gene expression responses to VOR and examine the longevity of the transcriptional response in various cellular models. We found that many genes are modulated at 6 h post-VOR treatment in HCT116, Jurkat, and primary resting CD4 T cells, yet return to baseline levels after an 18-h VOR-free period. With repeat exposure to VOR in resting CD4 T cells, we found similar and consistent transcriptional changes at 6 h following each serial treatment. In addition, serial exposure in HIV-infected suppressed donor CD4 T cells showed consistent transcriptional changes after each exposure to VOR. We identified five host genes that were strongly and consistently modulated following histone deacetylase (HDAC) inhibition; three (H1F0, IRGM, and WIPI49) were upregulated, and two (PHF15 and PRDM10) were downregulated. These genes demonstrated consistent modulation in peripheral blood mononuclear cell (PBMC) samples from HIV-positive (HIV+) participants who received either single or multiple doses of 400 mg of VOR. Interestingly, the host transcriptional response did not predict induction of cell-associated HIV RNA, suggesting that other cellular factors play key roles in HIV latency reversal in vivo despite robust HDACi pharmacological activity. IMPORTANCE Histone deacetylase inhibitors are widely studied HIV latency-reversing agents (LRAs). VOR, an HDACi, induces histone acetylation and chromatin remodeling and modulates host and HIV gene expression. However, the relationship between these events is poorly defined, and clinical studies suggest diminished HIV reactivation in resting CD4 T cells with daily exposure to VOR. Our study provides evidence that VOR induces a consistent level of host cell gene transcription following intermittent exposure. In addition, in response to VOR exposure a gene signature that was conserved across single and serial exposures both in vitro and in vivo was identified, indicating that VOR can consistently and reproducibly modulate transcriptional host responses. However, as the HIV response to HDACi declines over time, other factors modulate viral reactivation in vivo despite robust HDAC activity. The identified host gene VOR biomarkers can be used for monitoring the pharmacodynamic activity of HDAC inhibitors.
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- 2020
44. Recommendations for measuring HIV reservoir size in cure-directed clinical trials
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Ian Frank, Janet D. Siliciano, Christian Gaebler, Michel C. Nussenzweig, Bonnie J. Howell, Nicolas Chomont, Adam M. Spivak, Robert F. Siliciano, Mathias Lichterfeld, Katharine J. Bar, Jacob D. Estes, Daria J. Hazuda, Javier Martinez-Picado, Marina Caskey, Xu G. Yu, Pablo Tebas, Vicente Planelles, Jay R. Kostman, Thomas J. Hope, Ya Chi Ho, Luis J. Montaner, Lawrence Fox, Beatrice H. Hahn, Davey M. Smith, Frederic D. Bushman, Karam Mounzer, James L. Riley, Qingsheng Li, Michael R. Betts, Mirko Paiardini, Mohamed Abdel-Mohsen, José Alcamí, Maria J. Buzon, Douglas D. Richman, National Institutes of Health (Estados Unidos), and Instituto de Salud Carlos III
- Subjects
0301 basic medicine ,Viral rebound ,CD4-Positive T-Lymphocytes ,Human immunodeficiency virus (HIV) ,HIV persistence ,HIV Cure ,HIV Infections ,medicine.disease_cause ,BEAT-HIV Delaney Collaboratory to Cure HIV-1 infection ,Medical and Health Sciences ,0302 clinical medicine ,Mass Screening ,Clinical Trials as Topic ,Replication-competent HIV ,General Medicine ,Provirus ,Viral Load ,Viral measurements ,Virus Latency ,Infectious Diseases ,Anti-Retroviral Agents ,5.1 Pharmaceuticals ,6.1 Pharmaceuticals ,030220 oncology & carcinogenesis ,HIV/AIDS ,Development of treatments and therapeutic interventions ,Infection ,HIV latency ,medicine.medical_specialty ,Clinical Trials and Supportive Activities ,Immunology ,HIV reservoirs ,Persistently infected ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,Clinical Research ,medicine ,Humans ,Intensive care medicine ,Disease Reservoirs ,5.2 Cellular and gene therapies ,Extramural ,business.industry ,Evaluation of treatments and therapeutic interventions ,Antiretroviral therapy ,Clinical trial ,Good Health and Well Being ,030104 developmental biology ,HIV-1 ,business - Abstract
Therapeutic strategies are being clinically tested either to eradicate latent HIV reservoirs or to achieve virologic control in the absence of antiretroviral therapy. Attaining this goal will require a consensus on how best to measure the numbers of persistently infected cells with the potential to cause viral rebound after antiretroviral-therapy cessation in assessing the results of cure-directed strategies in vivo. Current measurements assess various aspects of the HIV provirus and its functionality and produce divergent results. Here, we provide recommendations from the BEAT-HIV Martin Delaney Collaboratory on which viral measurements should be prioritized in HIV-cure-directed clinical trials. This work was supported by the NIH-funded BEAT-HIV Martin Delaney Collaboratory to cure HIV-1 infection (1UM1Al126620). LJM is also supported by NIH R01 AI065279, U01 AI065279, R01 DA048728, R01 DA049666, Kean Family Professorship, and the Philadelphia Foundation (Roberts I. Jacobs Fund). M-AM is supported by NIH grants (DK123733, AG062383, NS117458, AI143385, AI129636, and NS106970), The Foundation for AIDS Research (amfAR) impact grant # 109840–65-RGRL, and W.W. Smith Charitable Trust grant # A1901, Wistar Cancer Center Support Grant P30 CA010815–49S2, and the Penn Center for AIDS Research (AI 045008). MJB is supported by The Miguel Servet program funded by the Spanish Health Institute Carlos III (CP17/00179). M. L. Is supported by NIH grants AI117841, AI120008, AI124776, AI130005, AI122377, and AI135940. XGY is supported by NIH grants AI116228, AI078799, HL134539, AI125109, and DA047034. RS supported by AI126603, AI126620 and AI12661, AI094189, 43222 Howard Hughes Medical Institute, and the Bill and Melinda Gates Foundation (OPP1115715). VP supported by AI143567, AI124843. Y-C Ho supported by Yale Top Scholar, Rudolf J. Anderson Fellowship, AI141009, DA047037, AI118402, W.W. Smith AIDS Research Grant, Gilead AIDS Research Grant, Gilead Research Scholar Grant, AI150464, AI094189, AI14868. J.D.E is supported by NIH and the Bill and Melinda Gates Foundation grants 75N93019C00070, AI133706, AI110164, AI141258, AI143411, AI149672, CA206466, DK119945, INV-002704, and OD011092–60, and OPPO1108533. Sí
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- 2020
45. Modified mRNA/lipid nanoparticle-based vaccines expressing respiratory syncytial virus F protein variants are immunogenic and protective in rodent models of RSV infection
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Andrew J. Bett, Dai Wang, Zhiyun Wen, Andrew H. Latham, Lan Zhang, Kalpit A. Vora, Michael P. Citron, Jeffrey S. Smith, Marian E. Gindy, Christine A. Shaw, Joseph M. Antonello, Jessica A. Flynn, Ryan Swoyer, Cheryl Callahan, Giuseppe Ciaramella, Paloma Cejas, Daniel J. DiStefano, Kapil Bahl, Daniel C. Freed, Kara S. Cox, Gregory O’ Donnell, Amy S. Espeseth, Sinoeun Touch, Jennifer D. Galli, and Daria J. Hazuda
- Subjects
0301 basic medicine ,lcsh:Immunologic diseases. Allergy ,Protein subunit ,Immunology ,lcsh:RC254-282 ,Virus ,Epitope ,Article ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,Antigen ,RNA vaccines ,Virology ,Pharmacology (medical) ,030212 general & internal medicine ,Neutralizing antibody ,Pharmacology ,Vaccines ,biology ,Immunogenicity ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Vaccination ,030104 developmental biology ,Infectious Diseases ,biology.protein ,lcsh:RC581-607 - Abstract
The RSV Fusion (F) protein is a target for neutralizing antibody responses and is a focus for vaccine discovery; however, the process of RSV entry requires F to adopt a metastable prefusion form and transition to a more stable postfusion form, which displays less potent neutralizing epitopes. mRNA vaccines encode antigens that are translated by host cells following vaccination, which may allow conformational transitions similar to those observed during natural infection to occur. Here we evaluate a panel of chemically modified mRNA vaccines expressing different forms of the RSV F protein, including secreted, membrane associated, prefusion-stabilized, and non-stabilized structures, for conformation, immunogenicity, protection, and safety in rodent models. Vaccination with mRNA encoding native RSV F elicited antibody responses to both prefusion- and postfusion-specific epitopes, suggesting that this antigen may adopt both conformations in vivo. Incorporating prefusion stabilizing mutations further shifts the immune response toward prefusion-specific epitopes, but does not impact neutralizing antibody titer. mRNA vaccine candidates expressing either prefusion stabilized or native forms of RSV F protein elicit robust neutralizing antibody responses in both mice and cotton rats, similar to levels observed with a comparable dose of adjuvanted prefusion stabilized RSV F protein. In contrast to the protein subunit vaccine, mRNA-based vaccines elicited robust CD4+ and CD8+ T-cell responses in mice, highlighting a potential advantage of the technology for vaccines requiring a cellular immune response for efficacy.
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- 2020
46. The chemical biology of coronavirus host–cell interactions
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Erik C. Hett, Kalpit A. Vora, Rob C. Oslund, Daria J. Hazuda, Andrew Emili, Olugbeminiyi O. Fadeyi, and Suprama Datta
- Subjects
0303 health sciences ,2019-20 coronavirus outbreak ,Coronavirus disease 2019 (COVID-19) ,Host (biology) ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,Chemical biology ,COVID-19 ,Computational biology ,Biology ,medicine.disease_cause ,Biochemistry, Genetics and Molecular Biology (miscellaneous) ,Biochemistry ,Chemistry ,03 medical and health sciences ,0302 clinical medicine ,Molecular level ,Chemistry (miscellaneous) ,medicine ,Molecular Biology ,030217 neurology & neurosurgery ,Scientific disciplines ,030304 developmental biology ,Coronavirus - Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is responsible for the current coronavirus disease 2019 (COVID-19) pandemic that has led to a global economic disruption and collapse. With several ongoing efforts to develop vaccines and treatments for COVID-19, understanding the molecular interaction between the coronavirus, host cells, and the immune system is critical for effective therapeutic interventions. Greater insight into these mechanisms will require the contribution and combination of multiple scientific disciplines including the techniques and strategies that have been successfully deployed by chemical biology to tease apart complex biological pathways. We highlight in this review well-established strategies and methods to study coronavirus–host biophysical interactions and discuss the impact chemical biology will have on understanding these interactions at the molecular level., Chemical biology strategies can play important roles in studying the complexity of SARS-CoV-2–host interactions at molecular level detail.
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- 2020
47. Follicular T cells optimize the germinal center response to SARS-CoV-2 protein vaccination in mice
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Cecilia B. Cavazzoni, Benjamin L. Hanson, Manuel A. Podestà, Elsa D. Bechu, Rachel L. Clement, Hengcheng Zhang, Joe Daccache, Tamara Reyes-Robles, Erik C. Hett, Kalpit A. Vora, Olugbeminiyi O. Fadeyi, Rob C. Oslund, Daria J. Hazuda, and Peter T. Sage
- Subjects
Aging ,B-Lymphocytes ,SARS-CoV-2 ,Vaccination ,COVID-19 ,T-Lymphocytes, Helper-Inducer ,Antibodies, Viral ,Germinal Center ,T-Lymphocytes, Regulatory ,Article ,General Biochemistry, Genetics and Molecular Biology ,Immunity, Humoral ,Mice, Inbred C57BL ,Mice ,Spike Glycoprotein, Coronavirus ,Vaccines, Subunit ,Animals - Abstract
Follicular helper T (Tfh) cells promote, whereas follicular regulatory T (Tfr) cells restrain, germinal center (GC) reactions. However, the precise roles of these cells in the complex GC reaction remain poorly understood. Here, we perturb Tfh or Tfr cells after SARS-CoV-2 spike protein vaccination in mice. We find Tfh cells promote the frequency and somatic hypermutation (SHM) of Spike-specific GC B cells and regulate clonal diversity. Tfr cells similarly control SHM and clonal diversity in the GC, but do so through limiting clonal competition. In addition, deletion of Tfh or Tfr cells during primary vaccination results in changes in SHM after vaccine boosting. Aged mice, which have altered Tfh and Tfr cells, have lower GC responses presenting a bimodal distribution of SHM. Together, these data demonstrate GC responses to SARS-CoV-2 spike protein vaccines require a fine balance of positive and negative follicular T cell help to optimize humoral immunity., Cavazzoni et al. show that Tfh and Tfr cells are both essential for optimization of germinal center responses to SARS-CoV-2 vaccines. Limiting Tfh cells results in less SARS-CoV-2 GC responses and lower affinity maturation, whereas limiting Tfr cells promotes non-antigen specific GC responses leading to lower affinity maturation. Altered Tfh/Tfr responses in aging result in unique bimodal antibody responses.
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- 2022
48. Immunogenicity generated by mRNA vaccine encoding VZV gE antigen is comparable to adjuvanted subunit vaccine and better than live attenuated vaccine in nonhuman primates
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Elizabeth Thoryk, David S. Thiriot, Sayda Elbashir, Jeffrey G. Smith, Nicole L Sullivan, Christine A. Shaw, Morgan A. Monslow, Kalpit A. Vora, Nithya Thambi, Daria J. Hazuda, Cook James C, Patrick L. Ahl, Elise Miller, Michael P. Citron, and Scott Cosmi
- Subjects
Herpesvirus 3, Human ,viruses ,medicine.medical_treatment ,030231 tropical medicine ,medicine.disease_cause ,Antibodies, Viral ,Vaccines, Attenuated ,Herpes Zoster ,Virus ,03 medical and health sciences ,0302 clinical medicine ,Antigen ,Viral Envelope Proteins ,Medicine ,Animals ,Herpes Zoster Vaccine ,030212 general & internal medicine ,RNA, Messenger ,Attenuated vaccine ,integumentary system ,General Veterinary ,General Immunology and Microbiology ,business.industry ,Immunogenicity ,Public Health, Environmental and Occupational Health ,Varicella zoster virus ,virus diseases ,biochemical phenomena, metabolism, and nutrition ,Vaccine efficacy ,Virology ,Vaccination ,Infectious Diseases ,Vaccines, Subunit ,Molecular Medicine ,business ,Adjuvant - Abstract
Shingles is a painful, blistering rash caused by reactivation of latent varicella-zoster virus (VZV) and most frequently occurs in elderly and immunocompromised individuals. Currently, two approved vaccines for the prevention of shingles are on the market, a live attenuated virus vaccine ZOSTAVAX® (Merck & Co., Inc., Kenilworth, NJ, USA) and an AS01B adjuvanted subunit protein vaccine Shingrix™ (Glaxo Smith Kline, Rockville, MD, USA). Human clinical immunogenicity and vaccine efficacy data is available for these two benchmark vaccines, offering a unique opportunity for comparative analyses with novel vaccine platforms and animal model translatability studies. The studies presented here utilized non-human primates (NHP) to evaluate humoral and cellular immune response by three vaccine modalities: the new platform of lipid nanoparticle (LNP) formulated mRNA encoding VZV gE antigen (VZV gE mRNA/LNP) as compared with well-established platforms of live attenuated VZV (VZV LAV) and adjuvanted VZV gE subunit protein (VZV gE protein/adjuvant). The magnitude of response to vaccination with a single 100–200 μg mRNA dose or two 50 μg mRNA doses of VZV gE mRNA/LNP were comparable to two 50 μg protein doses of VZV gE protein/adjuvant, suggesting the VZV gE mRNA/LNP platform has the potential to elicit a robust immune response, and both modalities generated markedly higher responses than VZV LAV. Additionally, the slopes of decay for VZV-specific antibody titers were roughly similar across all three vaccines, indicating the magnitude of peak immunogenicity was the driving force in determining immune response longevity. Finally, vaccine-induced immunogenicity with VZV LAV and VZV gE protein/adjuvant in NHP closely resembled human clinical trials immune response data for ZOSTAVAX® and Shingrix™, helping to validate NHP as an appropriate preclinical model for evaluating these vaccines.
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- 2019
49. Treatment of SHIV-infected, ART-suppressed rhesus macaques with bispecific HIVxCD3 DART® molecules
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Soha Moltagh, Glareh Azadi, Shirley Ma, Julie Strizki, Bonnie J. Howell, Ming-Tain Lai, Don Graham, Jeffery Nordstrom, Daria J. Hazuda, Meiqing Lu, Carolyn McHale, Romina Riener, Daniel M. Gorman, Fernando Ugarte, Yaoli Song, Marc Bailly, Wendy M. Blumenschein, SuChun Hseih, and Yanyan Zheng
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Dart ,Epidemiology ,Chemistry ,Immunology ,Public Health, Environmental and Occupational Health ,Virology ,Microbiology ,QR1-502 ,Infectious Diseases ,Public aspects of medicine ,RA1-1270 ,computer ,computer.programming_language - Published
- 2019
50. Long-acting formulations for the treatment of latent tuberculous infection: opportunities and challenges
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Susan Swindells, Clifton E. Barry, Marco Siccardi, Eric L. Nuermberger, Jay A. Grobler, David B. Olsen, S. E. Barrett, Peter S. Kim, Anthony T. Podany, Charles Flexner, Daria J. Hazuda, and Andrew Owen
- Subjects
Pulmonary and Respiratory Medicine ,medicine.medical_specialty ,Tuberculosis ,business.industry ,Treatment outcome ,Product profile ,Disease progression ,Antitubercular Agents ,Disease ,medicine.disease ,030226 pharmacology & pharmacy ,Drug formulations ,Article ,03 medical and health sciences ,0302 clinical medicine ,Infectious Diseases ,Long acting ,Latent Tuberculosis ,Delayed-Action Preparations ,medicine ,Humans ,Biomarker (medicine) ,030212 general & internal medicine ,Intensive care medicine ,business - Abstract
Long-acting/extended-release drug formulations have proved very successful in diverse areas of medicine, including contraception, psychiatry and, most recently, human immunodeficiency virus (HIV) disease. Though challenging, application of this technology to anti-tuberculosis treatment could have substantial impact. The duration of treatment required for all forms of tuberculosis (TB) put existing regimens at risk of failure because of early discontinuations and treatment loss to follow-up. Long-acting injections, for example, administered every month, could improve patient adherence and treatment outcomes. We review the state of the science for potential long-acting formulations of existing tuberculosis drugs, and propose a target product profile for new formulations to treat latent tuberculous infection (LTBI). The physicochemical properties of some anti-tuberculosis drugs make them unsuitable for long-acting formulation, but there are promising candidates that have been identified through modeling and simulation, as well as other novel agents and formulations in preclinical testing. An efficacious long-acting treatment for LTBI, particularly for those co-infected with HIV, and if coupled with a biomarker to target those at highest risk for disease progression, would be an important tool to accelerate progress towards TB elimination.
- Published
- 2018
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