Ross Martin
San Francisco, California, United States
952 followers
500+ connections
About
Bioinformatics Team Leader responsible for development of software and processes for…
Activity
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Read about the extended safety analysis of a non-covalent BTK inhibitor in patients with relapsed/refractory B-cell malignancies. Published in Acta…
Read about the extended safety analysis of a non-covalent BTK inhibitor in patients with relapsed/refractory B-cell malignancies. Published in Acta…
Liked by Ross Martin
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Encouraging news in the fight to #EndAIDS! Results from a clinical trial in Uganda & South Africa found that a 2X yearly injection of…
Encouraging news in the fight to #EndAIDS! Results from a clinical trial in Uganda & South Africa found that a 2X yearly injection of…
Liked by Ross Martin
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I was in a No Agenda 1-1 with team member, she said she was going to work from another country for 6 weeks. She went on to explain why... I explain…
I was in a No Agenda 1-1 with team member, she said she was going to work from another country for 6 weeks. She went on to explain why... I explain…
Liked by Ross Martin
Experience
Education
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University of Washington
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PEP8, OOP, Unit Testing, Threading, Sockets, REST Api, ORMs, Django and Pyramid frameworks
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Hadoop, Hive, Spark, Amazon Web Services
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C++ programming, operating systems, data structures, compilers and assembly
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Bioinformatics Concentration
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Biology Concentration
Licenses & Certifications
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Machine Learning Specialization
DeepLearning.AI, Stanford University
Publications
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Viral Resistance Analyses from the Remdesivir Phase 3 Severe and Moderate COVID-19 SIMPLE trials
Viruses
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Immunogenic Arenavirus Vector SIV Vaccine Reduces Setpoint Viral Load in SIV Challenged Rhesus Monkeys
npj Vaccines
A preventive vaccine to Human Immunodeficiency Virus (HIV) has the potential to transform the HIV epidemic by generating protective immunity capable of controlling new infections. CD8+ T cells have a significant role in generating an effective immune response to the virus, as determined in natural infections and animal models. Here, we demonstrate that immunization of naïve rhesus macaques with arenavirus-derived vaccine vectors encoding simian immunodeficiency virus (SIVSME543 Gag, Env, Pol)…
A preventive vaccine to Human Immunodeficiency Virus (HIV) has the potential to transform the HIV epidemic by generating protective immunity capable of controlling new infections. CD8+ T cells have a significant role in generating an effective immune response to the virus, as determined in natural infections and animal models. Here, we demonstrate that immunization of naïve rhesus macaques with arenavirus-derived vaccine vectors encoding simian immunodeficiency virus (SIVSME543 Gag, Env, Pol) immunogens is safe, immunogenic, and efficacious. Vaccination led to induction of robust SIV-specific CD8+ and CD4+ T cell responses with expanded cellular breadth, and polyfunctionality and Env-binding, neutralizing antibodies with antibody-dependent cellular cytotoxicity activity. A substantial reduction in SIV viral load (1.45-log10 copies/ml) was observed after SIVMAC251 challenge in vaccinated animals compared to placebo. Peak viral control inversely correlated with Gag breadth and tier 1 neutralizing antibodies. These results suggest that arenavirus-based vectors could be a promising approach for HIV vaccine development.
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Broad-spectrum activity of bulevirtide against clinical isolates of HDV and recombinant pan-genotypic combinations of HBV/HDV
JHEP Reports
This study describes the potent activity of BLV against multiple lab strains spanning all HBV/HDV A-H/1-8 genotype combinations and the most diverse collection of HDV clinical samples tested to date, including HBV/HDV genotype combinations less frequently observed in the clinic. Overall, all isolates and lab strains displayed similar in vitro nanomolar sensitivity to BLV. This broad-spectrum antiviral activity of BLV has direct implications on potential simplified treatment for any patient…
This study describes the potent activity of BLV against multiple lab strains spanning all HBV/HDV A-H/1-8 genotype combinations and the most diverse collection of HDV clinical samples tested to date, including HBV/HDV genotype combinations less frequently observed in the clinic. Overall, all isolates and lab strains displayed similar in vitro nanomolar sensitivity to BLV. This broad-spectrum antiviral activity of BLV has direct implications on potential simplified treatment for any patient infected with HDV, regardless of genotype and supports the new 2023 EASL clinical practice guidelines on HDV that recommend antiviral treatment for all patients with CHD
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Sequence characterization of extracellular HBV RNA in patient plasma
Journal of Viral Hepatitis
Antiviral nucleos(t)ide analogue therapies inhibit HBV replication and suppress the HBV DNA levels in patients with chronic HBV infection. Since HBV RNAs are expressed from cccDNA or HBV integrated sequences, independently of viral genome replication, levels of HBV RNAs in plasma may remain high following treatment with nucleos(t)ide analogue. Thus, HBV RNAs have been proposed to be used as a viral biomarker for treatment outcome and disease progression. Recent investigations of plasma HBV RNAs…
Antiviral nucleos(t)ide analogue therapies inhibit HBV replication and suppress the HBV DNA levels in patients with chronic HBV infection. Since HBV RNAs are expressed from cccDNA or HBV integrated sequences, independently of viral genome replication, levels of HBV RNAs in plasma may remain high following treatment with nucleos(t)ide analogue. Thus, HBV RNAs have been proposed to be used as a viral biomarker for treatment outcome and disease progression. Recent investigations of plasma HBV RNAs described the presence of full length as well as subgenomic forms of RNA. To support the usage of plasma HBV RNAs as a viral biomarker, further understanding of HBV RNA composition in clinical samples is needed. Here, sequence of extracellular HBV RNAs was characterized in plasma samples of patients with chronic HBV infection using two independent RNA amplification methods that do not use HBV-specific primers for amplification: total RNA (NuGEN RNAseq) and mRNA (TruSeq RNAseq). Sequencing coverage was obtained across the full length of HBV genome for both methods, confirming the presence of full-length HBV RNA in plasma. The sequence of HBV RNA was nearly identical to plasma HBV DNA sequence in each sample with only 0–14 (median 4) mismatches over 3 kb. Thus, sequence of HBV RNA plasma reflects the intrahepatic viral reservoir and can be used for monitoring of sequence variants such as resistance in clinical trials. Additionally, RNA splice forms, different polyA tails start positions and presence of HBV-human chimeric transcript were identified.
Other authorsSee publication -
Evaluation of HIV-1 reservoir size and broadly neutralizing antibody susceptibility in acute antiretroviral therapy-treated individuals
AIDS
Persistence of the viral reservoir is the main barrier to curing HIV. Initiation of ART during acute HIV infection can limit the size and diversity of the reservoir. In depth characterization of the reservoir in individuals who initiate ART during acute infection will be critical for clinical trial design and cure strategies.
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Evaluation of Broadly Neutralizing Antibody Sensitivity by Genotyping and Phenotyping for Qualifying Participants to HIV Clinical Trials
Journal of Acquired Immune Deficiency
Pre-antiretroviral therapy plasma virus from participants in the Zurich Primary HIV Infection (ZPHI) study was genotyped and phenotyped for sensitivity to the bNAbs elipovimab (EVM, formerly GS-9722) and 3BNC117. The genotypic-based prediction of bNAb sensitivity was based on HIV env amino acid signatures identified from a genotypic–phenotypic correlation algorithm using a subtype B database.
Genotyping the plasma virus and applying env sensitivity signatures, ZPHI study participants…Pre-antiretroviral therapy plasma virus from participants in the Zurich Primary HIV Infection (ZPHI) study was genotyped and phenotyped for sensitivity to the bNAbs elipovimab (EVM, formerly GS-9722) and 3BNC117. The genotypic-based prediction of bNAb sensitivity was based on HIV env amino acid signatures identified from a genotypic–phenotypic correlation algorithm using a subtype B database.
Genotyping the plasma virus and applying env sensitivity signatures, ZPHI study participants with viral sensitivity to EVM and 3BNC117 were identified. ZPHI study participants with virus sensitive to EVM and 3BNC117 were also identified by phenotyping the plasma virus. Comparison of the genotypic and phenotypic sensitivity assessments showed strong agreement between the 2 methodologies.Other authorsSee publication -
Genetic Conservation of SARS-CoV-2 RNA Replication Complex in Globally Circulating Isolates and Recently Emerged Variants from Humans and Minks Suggests Minimal Pre-Existing Resistance to Remdesivir
Antiviral Research
Remdesivir (RDV) exhibits potent antiviral activity against SARS-CoV-2 and is currently the only drug approved for the treatment of COVID-19. However, little is currently known about the potential for pre-existing resistance to RDV and the possibility of SARS-CoV-2 genetic diversification that might impact RDV efficacy as the virus continue to spread globally. In this study, >90,000 SARS-CoV-2 sequences from globally circulating clinical isolates, including sequences from recently emerged…
Remdesivir (RDV) exhibits potent antiviral activity against SARS-CoV-2 and is currently the only drug approved for the treatment of COVID-19. However, little is currently known about the potential for pre-existing resistance to RDV and the possibility of SARS-CoV-2 genetic diversification that might impact RDV efficacy as the virus continue to spread globally. In this study, >90,000 SARS-CoV-2 sequences from globally circulating clinical isolates, including sequences from recently emerged United Kingdom and South Africa variants, and >300 from mink isolates were analyzed for genetic diversity in the RNA replication complex (nsp7, nsp8, nsp10, nsp12, nsp13, and nsp14) with a focus on the RNA-dependent RNA polymerase (nsp12), the molecular target of RDV. Overall, low genetic variation was observed with only 12 amino acid substitutions present in the entire RNA replication complex in ≥0.5% of analyzed sequences with the highest overall frequency (82.2%) observed for nsp12 P323L that consistently increased over time. Low sequence variation in the RNA replication complex was also observed among the mink isolates. Importantly, the coronavirus Nsp12 mutations previously selected in vitro in the presence of RDV were identified in only 2 isolates (0.002%) within all the analyzed sequences. In addition, among the sequence variants observed in ≥0.5% clinical isolates, including P323L, none were located near the established polymerase active site or sites critical for the RDV mechanism of inhibition. In summary, the low diversity and high genetic stability of the RNA replication complex observed over time and in the recently emerged SARS-CoV-2 variants suggests a minimal global risk of pre-existing SARS-CoV-2 resistance to RDV.
Other authorsSee publication -
Remdesivir targets a structurally analogous region of the Ebola virus and SARS-CoV-2 polymerases
PNAS
Remdesivir is a nucleotide analog prodrug that has been evaluated in humans against acute Ebola virus disease; it also recently received emergency use authorization for treating COVID-19. For antiviral product development, the Food and Drug Administration recommends the characterization of in vitro selected resistant viruses to define the specific antiviral mechanism of action. This study identified a single amino acid residue in the Ebola virus polymerase that conferred low-level resistance to…
Remdesivir is a nucleotide analog prodrug that has been evaluated in humans against acute Ebola virus disease; it also recently received emergency use authorization for treating COVID-19. For antiviral product development, the Food and Drug Administration recommends the characterization of in vitro selected resistant viruses to define the specific antiviral mechanism of action. This study identified a single amino acid residue in the Ebola virus polymerase that conferred low-level resistance to remdesivir. The significance of our study lies not only in characterizing this particular mutation, but also in relating it to a resistance mutation observed in a similar structural motif of coronaviruses. Our findings thereby indicate a consistent mechanism of action by remdesivir across genetically divergent RNA viruses causing diseases of high consequence in humans.
Other authorsSee publication -
No Resistance to Tenofovir Alafenamide Detected Through 96 Weeks of Treatment in Patients with Chronic Hepatitis B
Antimicrobial Agents Chemotherapy
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Resistance Characterization of Ledipasvir and Velpatasvir in Hepatitis C Virus Genotype 4
Journal of Viral Hepatitis
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Late relapse versus HCV reinfection in patients with sustained virologic response after sofosbuvir-based therapies
Clinical Infectious Diseases
We investigated the prevalence of late recurrent viremia (patients with sustained virologic response 12 weeks after the end of treatment but detectable HCV RNA at follow-up week 24) and used refined phylogenetic analysis of multiple HCV genes to distinguish virologic relapse from reinfection.
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Post-Treatment Resistance Analysis of Hepatitis C Virus from Phase 2 and 3 Clinical Trials of Ledipasvir/ Sofosbuvir
Journal of Hepatology
Clinical studies have shown that combination treatment with ledipasvir/sofosbuvir efficiently cures most patients with genotype 1 hepatitis C infection. For the few patients failing treatment, we show that resistance to ledipasvir was observed in most patients, whereas resistance to sofosbuvir was less common. This has important implications for selection of optimal retreatment strategies for these patients.
Other authorsSee publication -
Sequencing Analysis of NS3/4A, NS5A, and NS5B from Patients Infected with HCV Genotype 5 and 6
Journal of Clinical Microbiology
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L159F and V321A Sofosbuvir Resistance Associated HCV NS5B Substitutions
Journal of Infectious Disease
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Genotype and Subtype Independent Full Genome Sequencing Assay for Hepatitis C Virus
Journal of Clinical Microbiology
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Low-Level Persistence of Drug Resistance Mutations in Hepatitis B Virus-Infected Subjects with a Past History of Lamivudine Treatment
Antimicrobial Agents & Chemotherapy
We sought to determine the prevalence of hepatitis B virus (HBV) lamivudine (LAM)-resistant minority variants in subjects who once received LAM but had discontinued it prior to virus sampling. We performed direct PCR Sanger sequencing and ultradeep pyrosequencing (UDPS) of HBV reverse transcriptase (RT) of plasma viruses from 45 LAM-naive subjects and 46 LAM-experienced subjects who had discontinued LAM a median of 24 months earlier. UDPS was performed to a depth of ∼3,000 reads per nucleotide.…
We sought to determine the prevalence of hepatitis B virus (HBV) lamivudine (LAM)-resistant minority variants in subjects who once received LAM but had discontinued it prior to virus sampling. We performed direct PCR Sanger sequencing and ultradeep pyrosequencing (UDPS) of HBV reverse transcriptase (RT) of plasma viruses from 45 LAM-naive subjects and 46 LAM-experienced subjects who had discontinued LAM a median of 24 months earlier. UDPS was performed to a depth of ∼3,000 reads per nucleotide. Minority variants were defined as differences from the Sanger sequence present in ≥0.5% of UDPS reads in a sample. Sanger sequencing identified ≥1 LAM resistance mutations (rtL80I/V, rtM204I, and rtA181T) in samples from 5 (11%) of 46 LAM-experienced and none of 45 LAM-naive subjects (0%; P = 0.06). UDPS detected ≥1 LAM resistance mutations (rtL80I/V, rtV173L, rtL180M, rtA181T, and rtM204I/V) in 10 (22%) of the 46 LAM-experienced subjects, including 5 in whom LAM resistance mutations were not identified by Sanger sequencing. Overall, LAM resistance mutations were more likely to be present in LAM-experienced (10/46, 22%) than LAM-naive subjects (0/45, 0%; P = 0.001). The median time since LAM discontinuation was 12.8 months in the 10 subjects with a LAM resistance mutation compared to 30.5 months in the 36 LAM-experienced subjects without a LAM resistance mutation (P < 0.001). The likelihood of detecting a LAM resistance mutation was significantly increased using UDPS compared to Sanger sequencing and was inversely associated with the time since LAM discontinuation.
Other authorsSee publication -
Abundant Minority Drug-Resistant Mutants Detected by Deep Sequencing in HCV-Infected Patients
Journal of Clinical Microbiology
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Characterization of Hepatitis C Virus Resistance from a Multiple Dose Clinical Trial of GS-5885, a novel HCV NS5A Replication Complex Inhibitor
Antimicrobial Agents and Chemotherapy
Patents
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HIV VACCINES AND METHODS OF MAKING AND USING
Issued US 11795210
Provided are HIV-1 fusion polypeptides, polynucleotides encoding such fusion polypeptides, vectors expressing such fusion polypeptides for use in eliciting an immune response against HIV-1; pharmaceutical and immunogenic compositions and kits comprising such fusion polypeptides, polynucleotides or vectors, and methods of use in treating and/or preventing HIV-1. Further provided are methods for design of antiviral vaccines, including vaccines to elicit an immune response against HIV-1.
Courses
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Computational Thinking And Data Science
MIT 6.0002
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MongoDB for Python Developers
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More activity by Ross
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We're very happy and honored to have our own Edwin Fu recognized by Path To Purchase Institue as a pioneering and innovative leader in Retail Media…
We're very happy and honored to have our own Edwin Fu recognized by Path To Purchase Institue as a pioneering and innovative leader in Retail Media…
Liked by Ross Martin
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Had a great time visiting Detroit and speaking to students and faculty at Wayne State University this week on the structural view of coronavirus…
Had a great time visiting Detroit and speaking to students and faculty at Wayne State University this week on the structural view of coronavirus…
Liked by Ross Martin
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Joe and Cathy Turner embody the true spirit of what it means to be a Clemson Tiger. I'm incredibly grateful for their continued investment and…
Joe and Cathy Turner embody the true spirit of what it means to be a Clemson Tiger. I'm incredibly grateful for their continued investment and…
Liked by Ross Martin
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Congratulations to the team on publishing this very important work! Obeldesivir has the potential to address a critical unmet medical need in…
Congratulations to the team on publishing this very important work! Obeldesivir has the potential to address a critical unmet medical need in…
Liked by Ross Martin
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Mutala presents COVID-19 VE study data. Today marked an great day for us at Mutala as we hosted our Zimcovvar study Data Meeting. The Zimcovvar study…
Mutala presents COVID-19 VE study data. Today marked an great day for us at Mutala as we hosted our Zimcovvar study Data Meeting. The Zimcovvar study…
Liked by Ross Martin
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It has been fantastic to integrate the incredible minds at MiroBio into the Gilead family and we are delighted to take the next step with the opening…
It has been fantastic to integrate the incredible minds at MiroBio into the Gilead family and we are delighted to take the next step with the opening…
Liked by Ross Martin
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