- ICH GCP
- US Clinical Trials Registry
- Clinical Trial NCT07512401
Methotrexate Monitoring Target Trial Emulation
Safety of Reduced Methotrexate Lab Monitoring: a Population-based, Target Trial Emulation Study
The goal of this retrospective, observational study is to learn more about the risks and benefits of methotrexate lab monitoring. The main question it aims to answer is:
- Is reduced methotrexate lab monitoring non-inferiorly safe when compared to standard lab monitoring?
Differences in end-organ damage and/or death will be compared between participants who have previously been treated with methotrexate for various rheumatic diseases and have undergone varying intervals of methotrexate lab monitoring
Study Overview
Status
Conditions
Detailed Description
- Target trial emulation that will include Incident methotrexate users age ≥18 years in the REP between 1/1/2012-12/31/2022 (to allow at least three years follow-up through analysis date 12/31/2025) with ≥2 preceding codes for rheumatic disease
Treatment strategies:
- Guidelines group: monitor 3+ times in first 0-3 months, 3+ times in 3 to 12 months, and at least once every 4.5 months afterward.
- Reduced group: monitor 1-2 times in first 0-3 months, 1-2 times in 3 to 12 months, and at least once per year afterward (but not more than once every 4.5 months).
- Assignment procedures: We will use clone-censor-weighting (CCW) methods to explore the effect of both treatments in each patient. A negative control outcome such as trauma outcomes to assess for uncontrolled confounding.
- Time zero: start date of incident methotrexate use
- Follow up: Ends at methotrexate discontinuation (defined as not taking methotrexate for ≥6 months), death, loss to follow-up, or three years after baseline, whichever occurs first.
Data: Laboratory and prescription data were electronically available since 1/1/2010 and fully viewable since 1/1/2012. Therefore, this study will include all adults aged ≥18 years with incident low-dose (≤25mg/week) methotrexate use from 1/1/2012 on. To ensure the population would fall under the purview of the ACR methotrexate monitoring guidelines, we also required ≥2 codes (30 days apart) for a rheumatic condition within two years prior to index date of first methotrexate prescription, which we ascertained by prescription data and confirmed by manual chart review. A rheumatologist previously manually abstracted all methotrexate monitoring-related data including frequency as described previously (Reed et al., unpublished).
Outcomes:
- Primary outcome is end-organ injury including cirrhosis, severe cytopenia defined by blood product transfusion (RBCs, Plts, G-CSF), or death, all within the follow-up period above. The outcome will be reported as absolute risk per 100 person-years.
- For cirrhosis we will initially use a published code set of ICD-9 and ICD-10 codes with PPV > 50% and then perform blinded, independent validation of outcome and date by chart review.
- Sample size/Power Calculation; A parallel, two-group design (where higher Poisson rates are considered worse) will be used to test whether the Group 2 (treatment) Poisson rate is non-inferior to the Group 1 (control) Poisson rate, with a non-inferiority ratio of 1.5 (H0: λ2 / λ1 ≥ 1.5 versus H1: λ2 / λ1 < 1.5). The comparison will be made using a one-sided, two-sample, Poisson regression term Z-test using the variance calculation method with assumed true rates, with a Type I error rate (α) of 0.025. The dispersion is assumed to be 1. To detect a ratio of Poisson event rates (λ2 / λ1) of 1.25 (λ2 = 0.00413, λ1 = 0.0033), with a sample size of 1500 subjects in Group 1 and 1100 subjects in Group 2, with average exposure time 4, the power is 0.08092. The power was computed using PASS 2025, version 25.0.2. Anticipating a 20% dropout rate, 1875 subjects should be enrolled in Group 1, and 1375 in Group 2, to obtain final group sample sizes of 1500 and 1100, respectively.
- Missing data: Multiple imputation with predictive mean matching will be implemented for baseline data that are assumed missing at random (allows for inclusion of key predictors of both missingness and outcomes).26 Median/modal values of the multiple imputed values will be used for single imputation purposes.
Analysis plan:
- Estimate per-protocol effect via comparison of outcome under each treatment strategy using CCW estimation approach, adjusting for baseline confounders alone. Under the CCW estimation approach, we will only be able to estimate the per-protocol effect of reduced monitoring.
- noninferiority margin: We will survey all co-authors and use their mean answer for tolerable increased absolute risk per 100 person-years of end-organ injury or death to justify the benefits of reduced monitoring (e.g., reduced methotrexate avoidance, cost, time, iatrogenic harm) as the noninferiority margin. We will use one-sided alpha of 0.025
- Normally distributed continuous variables will be compared using t-tests, non-normally distributed continuous variables using the Wilcoxon rank sum tests, and categorical variables using the chi-squared or Fisher's exact tests (for variables with low cell sizes), as appropriate.
- Sensitivity analyses will be conducted for negative control outcome, patients on methotrexate monotherapy, no preceding cirrhosis, an eGFR of < 45 mL/min, based on creatinine with CKD-EPI equation calculation, defining cytopenia using CIRT definition of Hgb <8, plt <50, or WBC <2.9, serum albumin of < 3.0 g/dL (30g/L)
Study Type
Enrollment (Actual)
Participation Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Sampling Method
Study Population
Description
Inclusion Criteria:
- Incident methotrexate users in rheumatology practice.
Exclusion Criteria:
- Hypersensitivity to methotrexate
- Persistent transaminitis 4 weeks prior to study initiation
- Preexisting severe cytopenias or laboratory evidence consistent with immunodeficiency syndromes
- Active malignancy
- Pregnancy
- Breastfeeding patients
Study Plan
How is the study designed?
Design Details
Cohorts and Interventions
Group / Cohort |
Intervention / Treatment |
|---|---|
|
Standard (guidelines) monitoring
The group which has undergone a standard frequency of methotrexate lab monitoring
|
This group will undergo standard or guidelines based frequency of methotrexate lab monitoring, defined as lab monitoring 3+ times in first 0-3 months, 3+ times in 3 to 12 months, and at least once every 4.5 months afterward.
|
|
Reduced monitoring
The group which has undergone a reduced frequency of methotrexate lab monitoring compared to the standard group
|
This group will undergo reduced frequency of methotrexate lab monitoring, defined as lab monitoring 1-2 times in first 0-3 months, 1-2 times in 3 to 12 months, and at least once per year afterward (but not more than once every 4.5 months).
|
What is the study measuring?
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Primary Outcome
Time Frame: From baseline until methotrexate discontinuation, death or loss to follow-up, assessed up to 3 years.
|
Primary outcome is end-organ injury including cirrhosis, severe cytopenia defined by blood product transfusion (RBCs, Plts, G-CSF), or death, all within the follow-up period above. The outcome will be reported as absolute risk per 100 person-years |
From baseline until methotrexate discontinuation, death or loss to follow-up, assessed up to 3 years.
|
Collaborators and Investigators
Publications and helpful links
General Publications
- Piaggio G, Elbourne DR, Pocock SJ, Evans SJ, Altman DG; CONSORT Group. Reporting of noninferiority and equivalence randomized trials: extension of the CONSORT 2010 statement. JAMA. 2012 Dec 26;308(24):2594-604. doi: 10.1001/jama.2012.87802.
- St Sauver JL, Grossardt BR, Yawn BP, Melton LJ 3rd, Pankratz JJ, Brue SM, Rocca WA. Data resource profile: the Rochester Epidemiology Project (REP) medical records-linkage system. Int J Epidemiol. 2012 Dec;41(6):1614-24. doi: 10.1093/ije/dys195. Epub 2012 Nov 18.
- Kahan BC, Jairath V, Dore CJ, Morris TP. The risks and rewards of covariate adjustment in randomized trials: an assessment of 12 outcomes from 8 studies. Trials. 2014 Apr 23;15:139. doi: 10.1186/1745-6215-15-139.
- Yazici Y, Sokka T, Kautiainen H, Swearingen C, Kulman I, Pincus T. Long term safety of methotrexate in routine clinical care: discontinuation is unusual and rarely the result of laboratory abnormalities. Ann Rheum Dis. 2005 Feb;64(2):207-11. doi: 10.1136/ard.2004.023408. Epub 2004 Jun 18.
- Hernan MA, Robins JM. Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available. Am J Epidemiol. 2016 Apr 15;183(8):758-64. doi: 10.1093/aje/kwv254. Epub 2016 Mar 18.
- Chan AW, Boutron I, Hopewell S, Moher D, Schulz KF, Collins GS, Tunn R, Aggarwal R, Berkwits M, Berlin JA, Bhandari N, Butcher NJ, Campbell MK, Chidebe RCW, Elbourne DR, Farmer AJ, Fergusson DA, Golub RM, Goodman SN, Hoffmann TC, Ioannidis JPA, Kahan BC, Knowles RL, Lamb SE, Lewis S, Loder E, Offringa M, Ravaud P, Richards DP, Rockhold FW, Schriger DL, Siegfried NL, Staniszewska S, Taylor RS, Thabane L, Torgerson DJ, Vohra S, White IR, Hrobjartsson A. SPIRIT 2025 statement: updated guideline for protocols of randomised trials. BMJ. 2025 Apr 28;389:e081477. doi: 10.1136/bmj-2024-081477.
- von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: guidelines for reporting observational studies. Int J Surg. Dec 2014;12(12):1495-9. doi:10.1016/j.ijsu.2014.07.013
- Biostatistics Group UURBRU. GUIDELINES FOR COMPLETING A RESEARCH PROTOCOL FOR OBSERVATIONAL STUDIES 2010
- St Sauver JL, Grossardt BR, Yawn BP, Melton LJ 3rd, Rocca WA. Use of a medical records linkage system to enumerate a dynamic population over time: the Rochester epidemiology project. Am J Epidemiol. 2011 May 1;173(9):1059-68. doi: 10.1093/aje/kwq482. Epub 2011 Mar 23.
- Hubbard RA, Gatsonis CA, Hogan JW, Hunter DJ, Normand ST, Troxel AB. "Target Trial Emulation" for Observational Studies - Potential and Pitfalls. N Engl J Med. 2024 Nov 28;391(21):1975-1977. doi: 10.1056/NEJMp2407586. Epub 2024 Nov 23. No abstract available.
- Murray EJ, Hernan MA. Improved adherence adjustment in the Coronary Drug Project. Trials. 2018 Mar 5;19(1):158. doi: 10.1186/s13063-018-2519-5.
- Heymans MW, Twisk JWR. Handling missing data in clinical research. J Clin Epidemiol. 2022 Nov;151:185-188. doi: 10.1016/j.jclinepi.2022.08.016. Epub 2022 Sep 21.
- Lapointe-Shaw L, Georgie F, Carlone D, Cerocchi O, Chung H, Dewit Y, Feld JJ, Holder L, Kwong JC, Sander B, Flemming JA. Identifying cirrhosis, decompensated cirrhosis and hepatocellular carcinoma in health administrative data: A validation study. PLoS One. 2018 Aug 22;13(8):e0201120. doi: 10.1371/journal.pone.0201120. eCollection 2018.
- Guo J, Wang T, Liu Z, Zeng W, Shen P, Sun Y, Zhan S, Xu Y. Estimating cardiovascular effects of influenza vaccination in older adults: a target trial emulation using proximal causal inference. EClinicalMedicine. 2025 Aug 21;87:103449. doi: 10.1016/j.eclinm.2025.103449. eCollection 2025 Sep.
- Zhao SS, Lyu H, Solomon DH, Yoshida K. Improving rheumatoid arthritis comparative effectiveness research through causal inference principles: systematic review using a target trial emulation framework. Ann Rheum Dis. 2020 Jul;79(7):883-890. doi: 10.1136/annrheumdis-2020-217200. Epub 2020 May 7.
- Cashin AG, Hansford HJ, Hernan MA, Swanson SA, Lee H, Jones MD, Dahabreh IJ, Dickerman BA, Egger M, Garcia-Albeniz X, Golub RM, Islam N, Lodi S, Moreno-Betancur M, Pearson SA, Schneeweiss S, Sharp MK, Sterne JAC, Stuart EA, McAuley JH. Transparent Reporting of Observational Studies Emulating a Target Trial-The TARGET Statement. JAMA. 2025 Sep 23;334(12):1084-1093. doi: 10.1001/jama.2025.13350.
- Hernan MA. Methods of Public Health Research - Strengthening Causal Inference from Observational Data. N Engl J Med. 2021 Oct 7;385(15):1345-1348. doi: 10.1056/NEJMp2113319. Epub 2021 Oct 2. No abstract available.
- Hansford HJ, Cashin AG, Jones MD, Swanson SA, Islam N, Douglas SRG, Rizzo RRN, Devonshire JJ, Williams SA, Dahabreh IJ, Dickerman BA, Egger M, Garcia-Albeniz X, Golub RM, Lodi S, Moreno-Betancur M, Pearson SA, Schneeweiss S, Sterne JAC, Sharp MK, Stuart EA, Hernan MA, Lee H, McAuley JH. Reporting of Observational Studies Explicitly Aiming to Emulate Randomized Trials: A Systematic Review. JAMA Netw Open. 2023 Sep 5;6(9):e2336023. doi: 10.1001/jamanetworkopen.2023.36023.
- Cui J, Di Martino V, Solomon DH. Longitudinal Follow-Up of Fibrosis-4 in Patients at Risk of Metabolic Dysfunction-Associated Steatotic Liver Disease Receiving Low-Dose Methotrexate Treatment. Clin Gastroenterol Hepatol. 2024 Nov;22(11):2337-2339. doi: 10.1016/j.cgh.2024.03.035. Epub 2024 Apr 24.
- Ulijn E, den Broeder N, Bevers K, Pruijs R, van Es B, Tauber T, Landewe R, van Herwaarden N, den Broeder AA. Long-Term Routine Laboratory Toxicity Monitoring of Immunomodulatory Drugs in Rheumatoid Arthritis : A Retrospective Cohort Study. Ann Intern Med. 2025 Oct;178(10):1400-1408. doi: 10.7326/ANNALS-24-01598. Epub 2025 Aug 26.
- Reed G YJ, El Hasbani G, Crowson C, Langenfeld H, Sparks J, England B, Schmajuk g, Michaud K, Davis J, Kronzer V. Rare Clinically Significant Methotrexate Toxicity Despite Frequent Laboratory Abnormalities: A Population-Based Study of Methotrexate Monitoring 2025 [Available from: https://acrabstracts.org/abstract/rare-clinically-significant-methotrexate-toxicity-despite-frequent-laboratory-abnormalities-a-population-based-study-of-methotrexate-monitoring/. Accessed November 9, 2025.
- Sierocinski E, Angelow A, Mainz A, Walker J, Chenot JF. [Patient safety in the treatment of rheumatic diseases : Laboratory monitoring in methotrexate treatment]. Z Rheumatol. 2021 Jun;80(5):418-424. doi: 10.1007/s00393-021-00976-7. Epub 2021 Mar 11. German.
- Solomon DH, Glynn RJ, Karlson EW, Lu F, Corrigan C, Colls J, Xu C, MacFadyen J, Barbhaiya M, Berliner N, Dellaripa PF, Everett BM, Pradhan AD, Hammond SP, Murray M, Rao DA, Ritter SY, Rutherford A, Sparks JA, Stratton J, Suh DH, Tedeschi SK, Vanni KMM, Paynter NP, Ridker PM. Adverse Effects of Low-Dose Methotrexate: A Randomized Trial. Ann Intern Med. 2020 Mar 17;172(6):369-380. doi: 10.7326/M19-3369. Epub 2020 Feb 18.
- Sparks JA, Vanni KMM, Sparks MA, Xu C, Santacroce LM, Glynn RJ, Ridker PM, Solomon DH. Effect of Low-Dose Methotrexate on eGFR and Kidney Adverse Events: A Randomized Clinical Trial. J Am Soc Nephrol. 2021 Dec 1;32(12):3197-3207. doi: 10.1681/ASN.2021050598. Epub 2021 Dec 1.
- Sparks JA, Barbhaiya M, Karlson EW, Ritter SY, Raychaudhuri S, Corrigan CC, Lu F, Selhub J, Chasman DI, Paynter NP, Ridker PM, Solomon DH. Investigating methotrexate toxicity within a randomized double-blinded, placebo-controlled trial: Rationale and design of the Cardiovascular Inflammation Reduction Trial-Adverse Events (CIRT-AE) Study. Semin Arthritis Rheum. 2017 Aug;47(1):133-142. doi: 10.1016/j.semarthrit.2017.02.003. Epub 2017 Feb 10.
- Yazici Y. Long-term safety of methotrexate in the treatment of rheumatoid arthritis. Clin Exp Rheumatol. 2010 Sep-Oct;28(5 Suppl 61):S65-7. Epub 2010 Oct 28.
- Nakafero G, Grainge MJ, Williams HC, Card T, Taal MW, Aithal GP, Fox CP, Mallen CD, van der Windt DA, Stevenson MD, Riley RD, Abhishek A. Risk stratified monitoring for methotrexate toxicity in immune mediated inflammatory diseases: prognostic model development and validation using primary care data from the UK. BMJ. 2023 May 30;381:e074678. doi: 10.1136/bmj-2022-074678.
- Wang W, Zhou H, Liu L. Side effects of methotrexate therapy for rheumatoid arthritis: A systematic review. Eur J Med Chem. 2018 Oct 5;158:502-516. doi: 10.1016/j.ejmech.2018.09.027. Epub 2018 Sep 13.
Study record dates
Study Major Dates
Study Start (Actual)
Primary Completion (Actual)
Study Completion (Actual)
Study Registration Dates
First Submitted
First Submitted That Met QC Criteria
First Posted (Actual)
Study Record Updates
Last Update Posted (Actual)
Last Update Submitted That Met QC Criteria
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
- 20-008534
- UL1TR002377 (U.S. NIH Grant/Contract)
- AG 058738 (Other Grant/Funding Number: National Institute on Aging (NIA))
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
IPD Plan Description
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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