Now showing items 1-4 of 4

    • EM Adaptive LASSO—A Multilocus Modeling Strategy for Detecting SNPs Associated with Zero-inflated Count Phenotypes 

      Mallick, Himel; Tiwari, Hemant K. (Frontiers Media S.A., 2016)
      Count data are increasingly ubiquitous in genetic association studies, where it is possible to observe excess zero counts as compared to what is expected based on standard assumptions. For instance, in rheumatology, data ...
    • Global Chemical Impact of the Microbiome Includes Novel Bile Acid Conjugations 

      Quinn, Robert; Melnik, Alexey; Vrbanac, Alison; Patras, Kathryn; Christy, Mitchell; Zsolt, Bodai; Belda-Ferre, Pedro; Tripathi, Anupriya; Chung, Lawton; Quinn, Melissa; Humphrey, Greg; Panitchpakdi, Morgan; Weldon, Kelly; Aksenov, Alexander; da Silva, Ricardo; Avila-Pacheco, Julian; Clish, Clary; Bae, Sena; Mallick, Himel; Franzosa, Eric; Lloyd-Price, Jason; Bussell, Robert; Thron, Taren; Nelson, Andrew; Wang, Mingxun; Leszczynski, Eric; Vargas, Fernando; Gauglitz, Julia; Meehan, Michael; Gentry, Emily; Arthur, Timothy; Downes, Michael; Fu, Ting; Welch, Ryan; Komor, Alexis; Poulsen, Orit; Boland, Brigid; Chang, John; Sandborn, William; Lim, Meerana; Garg, Neha; Lumeng, Julie; Xavier, Ramnik; Kazmierczak, Barbara; Jain, Ruchi; Egan, Marie; Rhee, Kyung; Ferguson, David; Evans, Ronald; Raffatellu, Manuela; Vlamakis, Hera; Haddad, Gabriel; Siegel, Dionicio; Huttenhower, Curtis; Mazmanian, Sarkis; Nizet, Victor; Knight, Rob; Dorrestein, Pieter (Springer Nature, 2020-02-26)
      A mosaic of cross-phyla chemical interactions occurs between all metazoans and their microbiomes. In humans, the gut harbors the heaviest microbial load, but many organs, particularly those with a mucosal surface, associate ...
    • Multi-Omics of the Gut Microbial Ecosystem in Inflammatory Bowel Diseases 

      Lloyd-Price, Jason; Arze, Cesar; Schirmer, Melanie; Andrews, Elizabeth; Ajami, Nadim J.; Brislawn, Colin J.; Courtney, Holly; Gonzalez, Antonio; Graeber, Thomas G.; Hall, A. Brantley; Mallick, Himel; Rahnavard, Gholamali; Sauk, Jenny; Shungin, Dmitry; Vázquez-Baeza, Yoshiki; White, Richard A.; Braun, Jonathan; Denson, Lee A.; Jansson, Janet K.; Knight, Robert; Kugathasan, Subra; McGovern, Dermot P. B.; Stappenbeck, Thaddeus S.; Vlamakis, Hera; Huttenhower, Curtis; Ananthakrishnan, Ashwin; Avila-Pacheco, Julian; Poon, Tiffany; Bonham, Kevin; Casero, David; Casero, David; Lake, Kathleen; Landers, Carol; Plichta, Damian; Prasad, Mahadev; Winter, Harland; Clish, Clary; Franzosa, Eric; Xavier, Ramnik; Petrosino, Joseph (Springer Science and Business Media LLC, 2019-05)
      Inflammatory bowel diseases (IBD), which include Crohn’s disease (CD) and ulcerative colitis (UC), affect several million individuals worldwide. CD and UC are complex diseases and heterogeneous at the clinical, immunological, ...
    • Negative binomial mixed models for analyzing microbiome count data 

      Zhang, Xinyan; Mallick, Himel; Tang, Zaixiang; Zhang, Lei; Cui, Xiangqin; Benson, Andrew K.; Yi, Nengjun (BioMed Central, 2017)
      Background: Recent advances in next-generation sequencing (NGS) technology enable researchers to collect a large volume of metagenomic sequencing data. These data provide valuable resources for investigating interactions ...