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Batch effects removal for microbiome data via conditional quantile regression.
Ling W, Lu J, Zhao N, Lulla A, Plantinga AM, Fu W, Zhang A, Liu H, Song H, Li Z, Chen J, Randolph TW, Koay WLA, White JR, Launer LJ, Fodor AA, Meyer KA, Wu MC. Ling W, et al. Among authors: randolph tw. Nat Commun. 2022 Sep 15;13(1):5418. doi: 10.1038/s41467-022-33071-9. Nat Commun. 2022. PMID: 36109499 Free PMC article.
Colonic mucosal and exfoliome transcriptomic profiling and fecal microbiome response to a flaxseed lignan extract intervention in humans.
Lampe JW, Kim E, Levy L, Davidson LA, Goldsby JS, Miles FL, Navarro SL, Randolph TW, Zhao N, Ivanov I, Kaz AM, Damman C, Hockenbery DM, Hullar MAJ, Chapkin RS. Lampe JW, et al. Among authors: randolph tw. Am J Clin Nutr. 2019 Aug 1;110(2):377-390. doi: 10.1093/ajcn/nqy325. Am J Clin Nutr. 2019. PMID: 31175806 Free PMC article. Clinical Trial.
KERNEL-PENALIZED REGRESSION FOR ANALYSIS OF MICROBIOME DATA.
Randolph TW, Zhao S, Copeland W, Hullar M, Shojaie A. Randolph TW, et al. Ann Appl Stat. 2018 Mar;12(1):540-566. doi: 10.1214/17-AOAS1102. Epub 2018 Mar 9. Ann Appl Stat. 2018. PMID: 30224943 Free PMC article.
Brain connectivity-informed regularization methods for regression.
Karas M, Brzyski D, Dzemidzic M, Goñi J, Kareken DA, Randolph TW, Harezlak J. Karas M, et al. Among authors: randolph tw. Stat Biosci. 2019 Apr;11(1):47-90. doi: 10.1007/s12561-017-9208-x. Epub 2017 Dec 6. Stat Biosci. 2019. PMID: 31217828 Free PMC article.
The gut microbiome and type 2 diabetes status in the Multiethnic Cohort.
Maskarinec G, Raquinio P, Kristal BS, Setiawan VW, Wilkens LR, Franke AA, Lim U, Le Marchand L, Randolph TW, Lampe JW, Hullar MAJ. Maskarinec G, et al. Among authors: randolph tw. PLoS One. 2021 Jun 23;16(6):e0250855. doi: 10.1371/journal.pone.0250855. eCollection 2021. PLoS One. 2021. PMID: 34161346 Free PMC article.
282 results