Literature DB >> 32911284

Predictive ability, validity, and responsiveness of the multi-biomarker disease activity score in patients with rheumatoid arthritis initiating methotrexate.

Brent A Luedders1, Tate M Johnson1, Harlan Sayles2, Geoffrey M Thiele1, Ted R Mikuls1, James R O'Dell1, Bryant R England3.   

Abstract

BACKGROUND/
OBJECTIVE: We assessed the predictive value, validity, and responsiveness of the multi-biomarker disease activity (MBDA) score in rheumatoid arthritis (RA) patients initiating methotrexate.
METHODS: We examined data from a 16-week, open-label study of methotrexate in RA. Disease activity was assessed and the MBDA score was calculated using serum that was collected and banked from baseline and week 16. Multivariable logistic regression models assessed whether MBDA scores predicted treatment response. Pearson correlations assessed the convergent validity and external responsiveness of the MBDA score with other measures of RA disease activity. Internal responsiveness was assessed by calculating standardized response means (SRMs).
RESULTS: A total of 130 patients initiated the study, with follow-up MBDA scores available on 95 patients. Baseline MBDA scores did not predict ACR response or achieving low disease activity. Higher baseline DAS28-ESR scores were significantly associated with an ACR20 response (odds ratio 1.89 per unit, 95% CI 1.20-2.96) but not ACR50, ACR70, or low disease activity. The MBDA score moderate-to-weakly correlated with the DAS28-ESR and ESR at baseline and week 16, with weak-to-very weak correlations with patient global and function. Change in MBDA scores moderately correlated with changes in DAS28-ESR and ESR, while weakly correlating with changes in patient global and function. The DAS28-ESR (SRM 1.31) demonstrated greater responsiveness following methotrexate treatment than the MBDA score (SRM 0.71).
CONCLUSIONS: MBDA scores did not predict treatment response to methotrexate. The MBDA score weak-to-moderately correlated with baseline and post-treatment disease activity measures and was less responsive to methotrexate-related improvement than the DAS28-ESR. Published by Elsevier Inc.

Entities:  

Keywords:  Biomarker; Disease activity; MBDA score; Psychometrics; Responsiveness; Rheumatoid arthritis

Mesh:

Substances:

Year:  2020        PMID: 32911284      PMCID: PMC7584754          DOI: 10.1016/j.semarthrit.2020.05.019

Source DB:  PubMed          Journal:  Semin Arthritis Rheum        ISSN: 0049-0172            Impact factor:   5.532


  24 in total

Review 1.  Methods for assessing responsiveness: a critical review and recommendations.

Authors:  J A Husted; R J Cook; V T Farewell; D D Gladman
Journal:  J Clin Epidemiol       Date:  2000-05       Impact factor: 6.437

2.  2019 Update of the American College of Rheumatology Recommended Rheumatoid Arthritis Disease Activity Measures.

Authors:  Bryant R England; Benedict K Tiong; Martin J Bergman; Jeffrey R Curtis; Salahuddin Kazi; Ted R Mikuls; James R O'Dell; Veena K Ranganath; Alex Limanni; Lisa G Suter; Kaleb Michaud
Journal:  Arthritis Care Res (Hoboken)       Date:  2019-11-11       Impact factor: 4.794

3.  Determination of the minimally important difference (MID) in multi-biomarker disease activity (MBDA) test scores: impact of diurnal and daily biomarker variation patterns on MBDA scores.

Authors:  David Chernoff; P Scott Eastman; Ching Chang Hwang; Darl D Flake; Xingbin Wang; Alan Kivitz; Jeffrey R Curtis
Journal:  Clin Rheumatol       Date:  2018-08-29       Impact factor: 2.980

4.  Development and validation of the European League Against Rheumatism response criteria for rheumatoid arthritis. Comparison with the preliminary American College of Rheumatology and the World Health Organization/International League Against Rheumatism Criteria.

Authors:  A M van Gestel; M L Prevoo; M A van 't Hof; M H van Rijswijk; L B van de Putte; P L van Riel
Journal:  Arthritis Rheum       Date:  1996-01

5.  Validation of rheumatoid arthritis improvement criteria that include simplified joint counts.

Authors:  A M van Gestel; C J Haagsma; P L van Riel
Journal:  Arthritis Rheum       Date:  1998-10

6.  American College of Rheumatology. Preliminary definition of improvement in rheumatoid arthritis.

Authors:  D T Felson; J J Anderson; M Boers; C Bombardier; D Furst; C Goldsmith; L M Katz; R Lightfoot; H Paulus; V Strand
Journal:  Arthritis Rheum       Date:  1995-06

Review 7.  EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs: 2016 update.

Authors:  Josef S Smolen; Robert Landewé; Johannes Bijlsma; Gerd Burmester; Katerina Chatzidionysiou; Maxime Dougados; Jackie Nam; Sofia Ramiro; Marieke Voshaar; Ronald van Vollenhoven; Daniel Aletaha; Martin Aringer; Maarten Boers; Chris D Buckley; Frank Buttgereit; Vivian Bykerk; Mario Cardiel; Bernard Combe; Maurizio Cutolo; Yvonne van Eijk-Hustings; Paul Emery; Axel Finckh; Cem Gabay; Juan Gomez-Reino; Laure Gossec; Jacques-Eric Gottenberg; Johanna M W Hazes; Tom Huizinga; Meghna Jani; Dmitry Karateev; Marios Kouloumas; Tore Kvien; Zhanguo Li; Xavier Mariette; Iain McInnes; Eduardo Mysler; Peter Nash; Karel Pavelka; Gyula Poór; Christophe Richez; Piet van Riel; Andrea Rubbert-Roth; Kenneth Saag; Jose da Silva; Tanja Stamm; Tsutomu Takeuchi; René Westhovens; Maarten de Wit; Désirée van der Heijde
Journal:  Ann Rheum Dis       Date:  2017-03-06       Impact factor: 19.103

8.  Interpreting the multi-biomarker disease activity score in the context of tocilizumab treatment for patients with rheumatoid arthritis.

Authors:  William G Reiss; Jenny N Devenport; Jason M Low; George Wu; Eric H Sasso
Journal:  Rheumatol Int       Date:  2015-05-31       Impact factor: 2.631

9.  Development of a multi-biomarker disease activity test for rheumatoid arthritis.

Authors:  Michael Centola; Guy Cavet; Yijing Shen; Saroja Ramanujan; Nicholas Knowlton; Kathryn A Swan; Mary Turner; Chris Sutton; Dustin R Smith; Douglas J Haney; David Chernoff; Lyndal K Hesterberg; John P Carulli; Peter C Taylor; Nancy A Shadick; Michael E Weinblatt; Jeffrey R Curtis
Journal:  PLoS One       Date:  2013-04-09       Impact factor: 3.240

10.  Measurement of patient outcome in arthritis.

Authors:  J F Fries; P Spitz; R G Kraines; H R Holman
Journal:  Arthritis Rheum       Date:  1980-02
View more
  1 in total

1.  Plasma Metabolome Normalization in Rheumatoid Arthritis Following Initiation of Methotrexate and the Identification of Metabolic Biomarkers of Efficacy.

Authors:  Matthew R Medcalf; Pooja Bhadbhade; Ted R Mikuls; James R O'Dell; Rebekah L Gundry; Ryan S Funk
Journal:  Metabolites       Date:  2021-11-30
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.