Clinical predictors of response to methotrexate in patients with rheumatoid arthritis: a machine learning approach using clinical trial data

被引:0
|
作者
Stephanie Q. Duong
Cynthia S. Crowson
Arjun Athreya
Elizabeth J. Atkinson
John M. Davis
Kenneth J. Warrington
Eric L. Matteson
Richard Weinshilboum
Liewei Wang
Elena Myasoedova
机构
[1] Mayo Clinic,Department of Quantitative Health Sciences
[2] Mayo Clinic,Division of Rheumatology, Department of Internal Medicine
[3] Mayo Clinic,Department of Molecular Pharmacology and Experimental Therapeutics
关键词
Rheumatoid arthritis; Methotrexate; Treatment; Machine learning;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] The Value of Adalimumab Trough Levels and Clinical Assessments in Predicting Clinical Response in Patients with Established Rheumatoid Arthritis and an Inadequate Response to Methotrexate
    Smolen, Josef S.
    Mostafa, Nael
    Huang, Xin
    Noertersheuser, Peter
    Kluender, Ben
    Chen, Kun
    Kalabic, Jasmina
    Sainsbury, Iain
    Oerlemans, Ruud
    Florentinus, Stefan
    Burmester, Gerd R.
    ARTHRITIS & RHEUMATOLOGY, 2017, 69
  • [42] Combination treatment of rheumatoid arthritis using azathioprine and methotrexate: A 48 week controlled clinical trial
    Willkens, RF
    Stablein, D
    JOURNAL OF RHEUMATOLOGY, 1996, 23 : 64 - 68
  • [43] THE VALUE OF ADALIMUMAB TROUGH LEVELS AND CLINICAL ASSESSMENTS IN PREDICTING CLINICAL RESPONSE IN PATIENTS WITH ESTABLISHED RHEUMATOID ARTHRITIS AND AN INADEQUATE RESPONSE TO METHOTREXATE
    Smolen, U.
    Mostafa, N.
    Huang, X.
    Noertersheuser, P.
    Kluender, B.
    Chen, K.
    Kalabic, J.
    Sainsbury, I.
    Oerlemans, R.
    Florentinus, S.
    Burmester, G.
    ANNALS OF THE RHEUMATIC DISEASES, 2018, 77 : 311 - 311
  • [44] Biologic Therapy for Rheumatoid Arthritis Clinical Efficacy and Predictors of Response
    Gibbons, Laura J.
    Hyrich, Kimme L.
    BIODRUGS, 2009, 23 (02) : 111 - 124
  • [45] Evaluating Pharmacokinetic Predictors of Tofacitinib Clinical Response in Rheumatoid Arthritis
    Lamba, Manisha
    Furst, Daniel E.
    Dikranian, Ara
    Dowty, Martin
    Hutmacher, Matthew M.
    Conrado, Daniela
    Stock, Thomas
    Nduaka, Chudy
    Krishnaswami, Sriram
    ARTHRITIS & RHEUMATOLOGY, 2015, 67
  • [46] EVALUATING PHARMACOKINETIC PREDICTORS OF TOFACITINIB CLINICAL RESPONSE IN RHEUMATOID ARTHRITIS
    Lamba, M.
    Furst, D.
    Dikranian, A.
    Dowty, M.
    Hutmacher, M.
    Conrado, D.
    Stock, T.
    Nduaka, C.
    Krishnaswami, S.
    ANNALS OF THE RHEUMATIC DISEASES, 2016, 75 : 255 - 255
  • [47] THE ROLE OF EPIGENETICS IN DETERMINING THE CLINICAL RESPONSE TO METHOTREXATE FOR THE TREATMENT OF RHEUMATOID ARTHRITIS
    Cregan, S.
    Creevey, K.
    McGarry, T.
    Orr, C.
    Veale, D. J.
    Fearon, U.
    Wilson, A. G.
    ANNALS OF THE RHEUMATIC DISEASES, 2015, 74 : 897 - 897
  • [48] REMISSION IN PATIENTS WITH RHEUMATOID ARTHRITIS TREATED WITH ETANERCEPT (WITH AND WITHOUT METHOTREXATE) IN ROUTINE CLINICAL PRACTICE AS COMPARED TO A CLINICAL TRIAL EXPERIENCE
    Keystone, E. C.
    Cannon, G. W.
    Wang, B. C.
    Park, G. S.
    Koenig, A.
    Collier, D. H.
    ANNALS OF THE RHEUMATIC DISEASES, 2013, 71 : 364 - 364
  • [49] THE ROLE OF EPIGENETICS IN DETERMINING THE CLINICAL RESPONSE TO METHOTREXATE FOR THE TREATMENT OF RHEUMATOID ARTHRITIS
    Cregan, S.
    Creevey, K.
    McGarry, T.
    Orr, C.
    Veale, D. J.
    Fearon, U.
    Wilson, A. G.
    ANNALS OF THE RHEUMATIC DISEASES, 2016, 75 : A67 - +
  • [50] Predictors of Methotrexate Monotherapy Response in Patients with Active Rheumatoid Arthritis: Results from a Multicentre, Randomized Controlled Trial
    Jain, Siddharth
    Dhir, Varun
    Aggarwal, Amita
    Gupta, Ranjan
    Laishangtham, Bidya
    Khullar, Aastha
    Naidu, Shankar
    Dhawan, Veena
    Sharma, Shefali
    Sharma, Aman
    Jain, Sanjay
    ARTHRITIS & RHEUMATOLOGY, 2022, 74 : 1818 - 1819