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Multiomics Characterization of Preterm Birth in Low- and Middle-Income Countries.
Jehan F, Sazawal S, Baqui AH, Nisar MI, Dhingra U, Khanam R, Ilyas M, Dutta A, Mitra DK, Mehmood U, Deb S, Mahmud A, Hotwani A, Ali SM, Rahman S, Nizar A, Ame SM, Moin MI, Muhammad S, Chauhan A, Begum N, Khan W, Das S, Ahmed S, Hasan T, Khalid J, Rizvi SJR, Juma MH, Chowdhury NH, Kabir F, Aftab F, Quaiyum A, Manu A, Yoshida S, Bahl R, Rahman A, Pervin J, Winston J, Musonda P, Stringer JSA, Litch JA, Ghaemi MS, Moufarrej MN, Contrepois K, Chen S, Stelzer IA, Stanley N, Chang AL, Hammad GB, Wong RJ, Liu C, Quaintance CC, Culos A, Espinosa C, Xenochristou M, Becker M, Fallahzadeh R, Ganio E, Tsai AS, Gaudilliere D, Tsai ES, Han X, Ando K, Tingle M, Maric I, Wise PH, Winn VD, Druzin ML, Gibbs RS, Darmstadt GL, Murray JC, Shaw GM, Stevenson DK, Snyder MP, Quake SR, Angst MS, Gaudilliere B, Aghaeepour N; Alliance for Maternal and Newborn Health Improvement, the Global Alliance to Prevent Prematurity and Stillbirth, and the Prematurity Research Center at Stanford University. Jehan F, et al. Among authors: han x. JAMA Netw Open. 2020 Dec 1;3(12):e2029655. doi: 10.1001/jamanetworkopen.2020.29655. JAMA Netw Open. 2020. PMID: 33337494 Free PMC article.
Multiomics modeling of the immunome, transcriptome, microbiome, proteome and metabolome adaptations during human pregnancy.
Ghaemi MS, DiGiulio DB, Contrepois K, Callahan B, Ngo TTM, Lee-McMullen B, Lehallier B, Robaczewska A, Mcilwain D, Rosenberg-Hasson Y, Wong RJ, Quaintance C, Culos A, Stanley N, Tanada A, Tsai A, Gaudilliere D, Ganio E, Han X, Ando K, McNeil L, Tingle M, Wise P, Maric I, Sirota M, Wyss-Coray T, Winn VD, Druzin ML, Gibbs R, Darmstadt GL, Lewis DB, Partovi Nia V, Agard B, Tibshirani R, Nolan G, Snyder MP, Relman DA, Quake SR, Shaw GM, Stevenson DK, Angst MS, Gaudilliere B, Aghaeepour N. Ghaemi MS, et al. Among authors: han x. Bioinformatics. 2019 Jan 1;35(1):95-103. doi: 10.1093/bioinformatics/bty537. Bioinformatics. 2019. PMID: 30561547 Free PMC article.
Systemic Immunologic Consequences of Chronic Periodontitis.
Gaudilliere DK, Culos A, Djebali K, Tsai AS, Ganio EA, Choi WM, Han X, Maghaireh A, Choisy B, Baca Q, Einhaus JF, Hedou JJ, Bertrand B, Ando K, Fallahzadeh R, Ghaemi MS, Okada R, Stanley N, Tanada A, Tingle M, Alpagot T, Helms JA, Angst MS, Aghaeepour N, Gaudilliere B. Gaudilliere DK, et al. Among authors: han x. J Dent Res. 2019 Aug;98(9):985-993. doi: 10.1177/0022034519857714. Epub 2019 Jun 21. J Dent Res. 2019. PMID: 31226001 Free PMC article.
Differential Dynamics of the Maternal Immune System in Healthy Pregnancy and Preeclampsia.
Han X, Ghaemi MS, Ando K, Peterson LS, Ganio EA, Tsai AS, Gaudilliere DK, Stelzer IA, Einhaus J, Bertrand B, Stanley N, Culos A, Tanada A, Hedou J, Tsai ES, Fallahzadeh R, Wong RJ, Judy AE, Winn VD, Druzin ML, Blumenfeld YJ, Hlatky MA, Quaintance CC, Gibbs RS, Carvalho B, Shaw GM, Stevenson DK, Angst MS, Aghaeepour N, Gaudilliere B. Han X, et al. Front Immunol. 2019 Jun 11;10:1305. doi: 10.3389/fimmu.2019.01305. eCollection 2019. Front Immunol. 2019. PMID: 31263463 Free PMC article.
Multiomic immune clockworks of pregnancy.
Peterson LS, Stelzer IA, Tsai AS, Ghaemi MS, Han X, Ando K, Winn VD, Martinez NR, Contrepois K, Moufarrej MN, Quake S, Relman DA, Snyder MP, Shaw GM, Stevenson DK, Wong RJ, Arck P, Angst MS, Aghaeepour N, Gaudilliere B. Peterson LS, et al. Among authors: han x. Semin Immunopathol. 2020 Aug;42(4):397-412. doi: 10.1007/s00281-019-00772-1. Epub 2020 Feb 4. Semin Immunopathol. 2020. PMID: 32020337 Free PMC article. Review.
VoPo leverages cellular heterogeneity for predictive modeling of single-cell data.
Stanley N, Stelzer IA, Tsai AS, Fallahzadeh R, Ganio E, Becker M, Phongpreecha T, Nassar H, Ghaemi S, Maric I, Culos A, Chang AL, Xenochristou M, Han X, Espinosa C, Rumer K, Peterson L, Verdonk F, Gaudilliere D, Tsai E, Feyaerts D, Einhaus J, Ando K, Wong RJ, Obermoser G, Shaw GM, Stevenson DK, Angst MS, Gaudilliere B, Aghaeepour N. Stanley N, et al. Among authors: han x. Nat Commun. 2020 Jul 27;11(1):3738. doi: 10.1038/s41467-020-17569-8. Nat Commun. 2020. PMID: 32719375 Free PMC article.
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.
Culos A, Tsai AS, Stanley N, Becker M, Ghaemi MS, McIlwain DR, Fallahzadeh R, Tanada A, Nassar H, Espinosa C, Xenochristou M, Ganio E, Peterson L, Han X, Stelzer IA, Ando K, Gaudilliere D, Phongpreecha T, Marić I, Chang AL, Shaw GM, Stevenson DK, Bendall S, Davis KL, Fantl W, Nolan GP, Hastie T, Tibshirani R, Angst MS, Gaudilliere B, Aghaeepour N. Culos A, et al. Among authors: han x. Nat Mach Intell. 2020 Oct;2(10):619-628. doi: 10.1038/s42256-020-00232-8. Epub 2020 Oct 12. Nat Mach Intell. 2020. PMID: 33294774 Free PMC article.
Integrated plasma proteomic and single-cell immune signaling network signatures demarcate mild, moderate, and severe COVID-19.
Feyaerts D, Hédou J, Gillard J, Chen H, Tsai ES, Peterson LS, Ando K, Manohar M, Do E, Dhondalay GKR, Fitzpatrick J, Artandi M, Chang I, Snow TT, Chinthrajah RS, Warren CM, Wittman R, Meyerowitz JG, Ganio EA, Stelzer IA, Han X, Verdonk F, Gaudillière DK, Mukherjee N, Tsai AS, Rumer KK, Jiang S, Valdés Ferrer SI, Kelly JD, Furman D, Aghaeepour N, Angst MS, Boyd SD, Pinsky BA, Nolan GP, Nadeau KC, Gaudillière B, McIlwain DR. Feyaerts D, et al. Among authors: han x. bioRxiv [Preprint]. 2021 Feb 10:2021.02.09.430269. doi: 10.1101/2021.02.09.430269. bioRxiv. 2021. Update in: Cell Rep Med. 2022 Jul 19;3(7):100680. doi: 10.1016/j.xcrm.2022.100680 PMID: 33594362 Free PMC article. Updated. Preprint.
Proteomic signatures predict preeclampsia in individual cohorts but not across cohorts - implications for clinical biomarker studies.
Ghaemi MS, Tarca AL, Romero R, Stanley N, Fallahzadeh R, Tanada A, Culos A, Ando K, Han X, Blumenfeld YJ, Druzin ML, El-Sayed YY, Gibbs RS, Winn VD, Contrepois K, Ling XB, Wong RJ, Shaw GM, Stevenson DK, Gaudilliere B, Aghaeepour N, Angst MS. Ghaemi MS, et al. Among authors: han x. J Matern Fetal Neonatal Med. 2022 Dec;35(25):5621-5628. doi: 10.1080/14767058.2021.1888915. Epub 2021 Mar 2. J Matern Fetal Neonatal Med. 2022. PMID: 33653202 Free PMC article.
Integrated trajectories of the maternal metabolome, proteome, and immunome predict labor onset.
Stelzer IA, Ghaemi MS, Han X, Ando K, Hédou JJ, Feyaerts D, Peterson LS, Rumer KK, Tsai ES, Ganio EA, Gaudillière DK, Tsai AS, Choisy B, Gaigne LP, Verdonk F, Jacobsen D, Gavasso S, Traber GM, Ellenberger M, Stanley N, Becker M, Culos A, Fallahzadeh R, Wong RJ, Darmstadt GL, Druzin ML, Winn VD, Gibbs RS, Ling XB, Sylvester K, Carvalho B, Snyder MP, Shaw GM, Stevenson DK, Contrepois K, Angst MS, Aghaeepour N, Gaudillière B. Stelzer IA, et al. Among authors: han x. Sci Transl Med. 2021 May 5;13(592):eabd9898. doi: 10.1126/scitranslmed.abd9898. Sci Transl Med. 2021. PMID: 33952678 Free PMC article.
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