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Toward Individualized Prediction of Response to Methotrexate in Early Rheumatoid Arthritis: A Pharmacogenomics-Driven Machine Learning Approach.
Myasoedova E, Athreya AP, Crowson CS, Davis JM 3rd, Warrington KJ, Walchak RC, Carlson E, Kalari KR, Bongartz T, Tak PP, van Vollenhoven RF, Padyukov L, Emery P, Morgan A, Wang L, Weinshilboum RM, Matteson EL; Pharmacogenetics of Methotrexate in Rheumatoid Arthritis Consortium. Myasoedova E, et al. Among authors: athreya ap. Arthritis Care Res (Hoboken). 2022 Jun;74(6):879-888. doi: 10.1002/acr.24834. Epub 2022 Apr 6. Arthritis Care Res (Hoboken). 2022. PMID: 34902228 Free article.
Beta-defensin 1, aryl hydrocarbon receptor and plasma kynurenine in major depressive disorder: metabolomics-informed genomics.
Liu D, Ray B, Neavin DR, Zhang J, Athreya AP, Biernacka JM, Bobo WV, Hall-Flavin DK, Skime MK, Zhu H, Jenkins GD, Batzler A, Kalari KR, Boakye-Agyeman F, Matson WR, Bhasin SS, Mushiroda T, Nakamura Y, Kubo M, Iyer RK, Wang L, Frye MA, Kaddurah-Daouk R, Weinshilboum RM. Liu D, et al. Among authors: athreya ap. Transl Psychiatry. 2018 Jan 10;8(1):10. doi: 10.1038/s41398-017-0056-8. Transl Psychiatry. 2018. PMID: 29317604 Free PMC article.
Prediction of short-term antidepressant response using probabilistic graphical models with replication across multiple drugs and treatment settings.
Athreya AP, Brückl T, Binder EB, John Rush A, Biernacka J, Frye MA, Neavin D, Skime M, Monrad D, Iyer RK, Mayes T, Trivedi M, Carter RE, Wang L, Weinshilboum RM, Croarkin PE, Bobo WV. Athreya AP, et al. Neuropsychopharmacology. 2021 Jun;46(7):1272-1282. doi: 10.1038/s41386-020-00943-x. Epub 2021 Jan 15. Neuropsychopharmacology. 2021. PMID: 33452433 Free PMC article.
Multi-omics driven predictions of response to acute phase combination antidepressant therapy: a machine learning approach with cross-trial replication.
Joyce JB, Grant CW, Liu D, MahmoudianDehkordi S, Kaddurah-Daouk R, Skime M, Biernacka J, Frye MA, Mayes T, Carmody T, Croarkin PE, Wang L, Weinshilboum R, Bobo WV, Trivedi MH, Athreya AP. Joyce JB, et al. Among authors: athreya ap. Transl Psychiatry. 2021 Oct 7;11(1):513. doi: 10.1038/s41398-021-01632-z. Transl Psychiatry. 2021. PMID: 34620827 Free PMC article.
35 results