Justin Silverman

Assistant Professor of Information Sciences and Technology

Justin Silverman

Research Summary

Statistical methods for the analysis of biomedical data (or any other interesting data/questions)

Huck Graduate Students

Huck Affiliations

Links

Publication Tags

Microbiota Bacteria Carbohydrate Metabolism Microfluidics Polysaccharides Carbohydrates Microbiome Chemical Analysis Modeling Dietary Carbohydrates Metabolism Droplet Screening Experiments Phylogeny Datasets Microbial Communities Assays Gastrointestinal Microbiome Microorganisms Community Digestive System Ecology Experiment Microbial Community

Most Recent Papers

The Pediatric Obesity Microbiome and Metabolism Study (POMMS)

Jessica R. McCann, Nathan A. Bihlmeyer, Kimberly Roche, Cameron Catherine, Jayanth Jawahar, Lydia Coulter Kwee, Noelle E. Younge, Justin Silverman, Olga Ilkayeva, Charles Sarria, Alexandra Zizzi, Janet Wootton, Lisa Poppe, Paul Anderson, Michelle Arlotto, Zhengzheng Wei, Joshua A. Granek, Raphael H. Valdivia, Lawrence A. David, Holly K. Dressman, Christopher B. Newgard, Svati H. Shah, Patrick C. Seed, John F. Rawls, Sarah C. Armstrong, 2021, Obesity on p. 569-578

Using influenza surveillance networks to estimate state-specific prevalence of SARS-CoV-2 in the United States

Justin D. Silverman, Nathaniel Hupert, Alex D. Washburne, 2020, Science Translational Medicine

How deadly is the coronavirus? The true fatality rate is tricky to find, but researchers are getting closer.

Justin Silverman, Alex Washburne, 2020, The Conversation

Short-chain fatty acid production by gut microbiota from children with obesity differs according to prebiotic choice and bacterial community composition

Zachary C. Holmes, Justin D. Silverman, Holly K. Dressman, Zhengzheng Wei, Eric P. Dallow, Sarah C. Armstrong, Patrick C. Seed, John F. Rawls, Lawrence A. David, 2020, mBio on p. 1-15

Allogenic Fecal Microbiota Transplantation in Patients with Nonalcoholic Fatty Liver Disease Improves Abnormal Small Intestinal Permeability

Laura Craven, Adam Rahman, Seema Nair Parvathy, Melanie Beaton, Justin Silverman, Karim Qumosani, Irene Hramiak, Rob Hegele, Tisha Joy, Jon Meddings, Brad Urquhart, Ruth Harvie, Charles McKenzie, Kelly Summers, Gregor Reid, Jeremy P. Burton, Michael Silverman, 2020, American Journal of Gastroenterology on p. 1055-1065

Interindividual variation in dietary carbohydrate metabolism by gut bacteria revealed with droplet microfluidic culture

Max M. Villa, Rachael J. Bloom, Justin D. Silverman, Heather K. Durand, Sharon Jiang, Anchi Wu, Eric P. Dallow, Shuqiang Huang, Lingchong You, Lawrence A. David, 2020, mSystems

Naught all zeros in sequence count data are the same

Justin D. Silverman, Kimberly Roche, Sayan Mukherjee, Lawrence A. David, 2020, Computational and Structural Biotechnology Journal on p. 2789-2798

The Pediatric Obesity Microbiome and Metabolism Study (POMMS): Methods, Baseline Data, and Early Insights.

Jessica McCann, Nathan Bihlmeyer, Kimberly Roche, Cameron Catherine, Jayanth Jawahar, Lydia Kwee, Noelle Younge, Justin Silverman, Olga Ilkayeva, Charles Sarria, others, 2020, medRxiv

Establishing microbial composition measurement standards with reference frames

James T. Morton, Clarisse Marotz, Alex Washburne, Justin Silverman, Livia S. Zaramela, Anna Edlund, Karsten Zengler, Rob Knight, 2019, Nature Communications

Modeling the temporal dynamics of the gut microbial community in adults and infants

Liat Shenhav, Ori Furman, Leah Briscoe, Mike Thompson, Justin D. Silverman, Itzhak Mizrahi, Eran Halperin, 2019, PLoS Computational Biology

Most-Cited Papers

Establishing microbial composition measurement standards with reference frames

James T. Morton, Clarisse Marotz, Alex Washburne, Justin Silverman, Livia S. Zaramela, Anna Edlund, Karsten Zengler, Rob Knight, 2019, Nature Communications

A phylogenetic transform enhances analysis of compositional microbiota data

Justin D. Silverman, Alex D. Washburne, Sayan Mukherjee, Lawrence A. David, 2017, eLife

Phylogenetic factorization of compositional data yields lineage-level associations in microbiome datasets

Alex D. Washburne, Justin D. Silverman, Jonathan W. Leff, Dominic J. Bennett, John L. Darcy, Sayan Mukherjee, Noah Fierer, Lawrence A. David, 2017, PeerJ

Phylofactorization: a graph partitioning algorithm to identify phylogenetic scales of ecological data

Alex D. Washburne, Justin D. Silverman, James T. Morton, Daniel J. Becker, Daniel Crowley, Sayan Mukherjee, Lawrence A. David, Raina K. Plowright, 2019, Ecological Monographs

Human gut microbiota predicts Ssusceptibility to vibrio cholerae infection

Firas S. Midani, Ana A. Weil, Fahima Chowdhury, Yasmin A. Begum, Ashraful I. Khan, Meti D. Debela, Heather K. Durand, Aspen T. Reese, Sai N. Nimmagadda, Justin D. Silverman, Crystal N. Ellis, Edward T. Ryan, Stephen B. Calderwood, Jason B. Harris, Firdausi Qadri, Lawrence A. David, Regina C. Larocque, 2018, Journal of Infectious Diseases on p. 645-653

Dynamic linear models guide design and analysis of microbiota studies within artificial human guts

Justin D. Silverman, Heather K. Durand, Rachael J. Bloom, Sayan Mukherjee, Lawrence A. David, 2018, Microbiome

Allogenic Fecal Microbiota Transplantation in Patients with Nonalcoholic Fatty Liver Disease Improves Abnormal Small Intestinal Permeability

Laura Craven, Adam Rahman, Seema Nair Parvathy, Melanie Beaton, Justin Silverman, Karim Qumosani, Irene Hramiak, Rob Hegele, Tisha Joy, Jon Meddings, Brad Urquhart, Ruth Harvie, Charles McKenzie, Kelly Summers, Gregor Reid, Jeremy P. Burton, Michael Silverman, 2020, American Journal of Gastroenterology on p. 1055-1065

Modeling the temporal dynamics of the gut microbial community in adults and infants

Liat Shenhav, Ori Furman, Leah Briscoe, Mike Thompson, Justin D. Silverman, Itzhak Mizrahi, Eran Halperin, 2019, PLoS Computational Biology

Using influenza surveillance networks to estimate state-specific prevalence of SARS-CoV-2 in the United States

Justin D. Silverman, Nathaniel Hupert, Alex D. Washburne, 2020, Science Translational Medicine

Interindividual variation in dietary carbohydrate metabolism by gut bacteria revealed with droplet microfluidic culture

Max M. Villa, Rachael J. Bloom, Justin D. Silverman, Heather K. Durand, Sharon Jiang, Anchi Wu, Eric P. Dallow, Shuqiang Huang, Lingchong You, Lawrence A. David, 2020, mSystems