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Page 1
Improving polygenic risk prediction in admixed populations by explicitly modeling ancestral-differential effects via GAUDI.
Sun Q, Rowland BT, Chen J, Mikhaylova AV, Avery C, Peters U, Lundin J, Matise T, Buyske S, Tao R, Mathias RA, Reiner AP, Auer PL, Cox NJ, Kooperberg C, Thornton TA, Raffield LM, Li Y. Sun Q, et al. Among authors: mikhaylova av. Nat Commun. 2024 Feb 3;15(1):1016. doi: 10.1038/s41467-024-45135-z. Nat Commun. 2024. PMID: 38310129 Free PMC article.
De novo mutations across 1,465 diverse genomes reveal mutational insights and reductions in the Amish founder population.
Kessler MD, Loesch DP, Perry JA, Heard-Costa NL, Taliun D, Cade BE, Wang H, Daya M, Ziniti J, Datta S, Celedón JC, Soto-Quiros ME, Avila L, Weiss ST, Barnes K, Redline SS, Vasan RS, Johnson AD, Mathias RA, Hernandez R, Wilson JG, Nickerson DA, Abecasis G, Browning SR, Zöllner S, O'Connell JR, Mitchell BD; National Heart, Lung, and Blood Institute Trans-Omics for Precision Medicine (TOPMed) Consortium; TOPMed Population Genetics Working Group; O'Connor TD. Kessler MD, et al. Proc Natl Acad Sci U S A. 2020 Feb 4;117(5):2560-2569. doi: 10.1073/pnas.1902766117. Epub 2020 Jan 21. Proc Natl Acad Sci U S A. 2020. PMID: 31964835 Free PMC article.
On the cross-population generalizability of gene expression prediction models.
Keys KL, Mak ACY, White MJ, Eckalbar WL, Dahl AW, Mefford J, Mikhaylova AV, Contreras MG, Elhawary JR, Eng C, Hu D, Huntsman S, Oh SS, Salazar S, Lenoir MA, Ye JC, Thornton TA, Zaitlen N, Burchard EG, Gignoux CR. Keys KL, et al. Among authors: mikhaylova av. PLoS Genet. 2020 Aug 14;16(8):e1008927. doi: 10.1371/journal.pgen.1008927. eCollection 2020 Aug. PLoS Genet. 2020. PMID: 32797036 Free PMC article.
Whole-genome sequencing in diverse subjects identifies genetic correlates of leukocyte traits: The NHLBI TOPMed program.
Mikhaylova AV, McHugh CP, Polfus LM, Raffield LM, Boorgula MP, Blackwell TW, Brody JA, Broome J, Chami N, Chen MH, Conomos MP, Cox C, Curran JE, Daya M, Ekunwe L, Glahn DC, Heard-Costa N, Highland HM, Hobbs BD, Ilboudo Y, Jain D, Lange LA, Miller-Fleming TW, Min N, Moon JY, Preuss MH, Rosen J, Ryan K, Smith AV, Sun Q, Surendran P, de Vries PS, Walter K, Wang Z, Wheeler M, Yanek LR, Zhong X, Abecasis GR, Almasy L, Barnes KC, Beaty TH, Becker LC, Blangero J, Boerwinkle E, Butterworth AS, Chavan S, Cho MH, Choquet H, Correa A, Cox N, DeMeo DL, Faraday N, Fornage M, Gerszten RE, Hou L, Johnson AD, Jorgenson E, Kaplan R, Kooperberg C, Kundu K, Laurie CA, Lettre G, Lewis JP, Li B, Li Y, Lloyd-Jones DM, Loos RJF, Manichaikul A, Meyers DA, Mitchell BD, Morrison AC, Ngo D, Nickerson DA, Nongmaithem S, North KE, O'Connell JR, Ortega VE, Pankratz N, Perry JA, Psaty BM, Rich SS, Soranzo N, Rotter JI, Silverman EK, Smith NL, Tang H, Tracy RP, Thornton TA, Vasan RS, Zein J, Mathias RA; NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium; Reiner AP, Auer PL. Mikhaylova AV, et al. Am J Hum Genet. 2021 Oct 7;108(10):1836-1851. doi: 10.1016/j.ajhg.2021.08.007. Epub 2021 Sep 27. Am J Hum Genet. 2021. PMID: 34582791 Free PMC article.
Protein prediction for trait mapping in diverse populations.
Schubert R, Geoffroy E, Gregga I, Mulford AJ, Aguet F, Ardlie K, Gerszten R, Clish C, Van Den Berg D, Taylor KD, Durda P, Johnson WC, Cornell E, Guo X, Liu Y, Tracy R, Conomos M, Blackwell T, Papanicolaou G, Lappalainen T, Mikhaylova AV, Thornton TA, Cho MH, Gignoux CR, Lange L, Lange E, Rich SS, Rotter JI; NHLBI TOPMed Consortium; Manichaikul A, Im HK, Wheeler HE. Schubert R, et al. Among authors: mikhaylova av. PLoS One. 2022 Feb 24;17(2):e0264341. doi: 10.1371/journal.pone.0264341. eCollection 2022. PLoS One. 2022. PMID: 35202437 Free PMC article.
Multivariate adaptive shrinkage improves cross-population transcriptome prediction and association studies in underrepresented populations.
Araujo DS, Nguyen C, Hu X, Mikhaylova AV, Gignoux C, Ardlie K, Taylor KD, Durda P, Liu Y, Papanicolaou G, Cho MH, Rich SS, Rotter JI; NHLBI TOPMed Consortium; Im HK, Manichaikul A, Wheeler HE. Araujo DS, et al. Among authors: mikhaylova av. HGG Adv. 2023 Jul 1;4(4):100216. doi: 10.1016/j.xhgg.2023.100216. eCollection 2023 Oct 12. HGG Adv. 2023. PMID: 37869564 Free PMC article.
Multivariate adaptive shrinkage improves cross-population transcriptome prediction for transcriptome-wide association studies in underrepresented populations.
Araujo DS, Nguyen C, Hu X, Mikhaylova AV, Gignoux C, Ardlie K, Taylor KD, Durda P, Liu Y, Papanicolaou G, Cho MH, Rich SS, Rotter JI; NHLBI TOPMed Consortium; Im HK, Manichaikul A, Wheeler HE. Araujo DS, et al. Among authors: mikhaylova av. bioRxiv [Preprint]. 2023 May 20:2023.02.09.527747. doi: 10.1101/2023.02.09.527747. bioRxiv. 2023. PMID: 36798214 Free PMC article. Updated. Preprint.
11 results