Prediction of methotrexate intolerance in juvenile idiopathic arthritis: a prospective, observational cohort study

Evert Hendrik Pieter van Dijkhuizen1, Maja Bulatović Ćalasan2, Saskia M F Pluijm3

  • 1Department of Paediatric Immunology, University Medical Centre Utrecht, Wilhelmina Children's Hospital, Utrecht, The Netherlands ; Pediatria II, Reumatologia, IRCCS G. Gaslini, Largo Gaslini 5, 16147 Genova, Italy.

Abstract

Insights

A new risk model can predict methotrexate intolerance in juvenile idiopathic arthritis patients, aiding early intervention. This tool helps identify individuals at risk, improving treatment adherence and outcomes.

Area of Science:

  • Pediatric Rheumatology
  • Pharmacogenomics

Background:

  • Methotrexate (MTX) is a key treatment for juvenile idiopathic arthritis (JIA).
  • MTX intolerance, characterized by gastrointestinal adverse effects, frequently leads to poor treatment adherence.
  • Predicting MTX intolerance is crucial for optimizing JIA management.

Purpose of the Study:

  • To develop and validate a clinical prediction model for MTX intolerance in JIA patients.
  • To identify key predictors of MTX intolerance for early risk assessment.

Main Methods:

  • A prospective JIA cohort study involving 152 patients.
  • Clinical variables and single nucleotide polymorphisms were assessed at MTX initiation.
  • Multivariable logistic regression and bootstrapping were used for model development and internal validation.

Main Results:

  • The prediction model incorporated JIA category, antinuclear antibody status, pain assessment, disease activity score, thrombocytes, alanine aminotransferase, and creatinine.
  • The model achieved 77.5% accuracy upon initial development and 66.7% after internal validation.
  • A risk score (0-17) was developed, with a cut-off of ≥6 showing 82.0% sensitivity and 56.1% specificity for MTX intolerance.

Conclusions:

  • The developed clinical prediction model demonstrates moderate ability to identify patients at risk of MTX intolerance.
  • Further validation in independent cohorts and inclusion of additional predictors are necessary for clinical utility.
  • This tool could enable timely interventions to prevent MTX intolerance and improve JIA patient outcomes.

Related Concept Videos

Drugs for Treatment of Crohn's Disease in IBD Using Immunomodulatory Agents01:29

Drugs for Treatment of Crohn's Disease in IBD Using Immunomodulatory Agents

Crohn's disease is an inflammatory bowel disorder marked by chronic inflammation of the GI tract. Various treatment strategies for Crohn's disease are employed, such as immunomodulatory agents, glucocorticoids, and biologics or anti-TNF therapy. Azathioprine (Imuran), a commonly used immunomodulatory drug for Crohn's disease, is converted in the body to mercaptopurine, which inhibits purine biosynthesis and cell proliferation. Both are utilized in severe cases of Inflammatory Bowel...
726
Pharmacokinetics in Pediatric Patients: Drug Metabolism01:24

Pharmacokinetics in Pediatric Patients: Drug Metabolism

In pediatric care, understanding the nuances of hepatic drug metabolism is crucial, as it significantly differs from that of adults. This divergence is primarily due to the developmental stage of drug-metabolizing enzymes, which affects how medications are processed in the body. In neonates, for instance, the activity of Phase I enzymes—critical for the initial breakdown of drugs—is markedly reduced, functioning at just 20–40% of the levels seen in adults. This reduction poses...
362
Therapeutic Drug Monitoring: Affecting Factors01:29

Therapeutic Drug Monitoring: Affecting Factors

Therapeutic Drug Monitoring (TDM) is the clinical practice of measuring specific drug levels in a patient's blood or body tissues to manage and optimize therapy. TDM is crucial for drugs with narrow therapeutic windows, like warfarin and phenytoin, where incorrect doses can lead to treatment failure or severe side effects. This monitoring ensures the dosage administered is within a safe and effective range. The factors affecting therapeutic drug monitoring include:Patient-Specific Factors:a.
384
Drug Toxicity: Risk factors01:24

Drug Toxicity: Risk factors

Adverse Drug Reactions (ADRs) are potential complications that arise during pharmacotherapy, influenced by multiple risk factors. Age plays a significant role; both neonates and the elderly are at heightened risk due to their respective immature and diminished metabolic and elimination processes. Gender also impacts ADRs, with females experiencing a 1.5 to 1.7-fold greater risk than males, which may be linked to pharmacokinetic, pharmacodynamic, and hormonal differences. Notably, neonates, the...
213
Drug toxicity: Idiosyncratic Reactions01:16

Drug toxicity: Idiosyncratic Reactions

Idiosyncratic drug reactions represent abnormal chemical responses that vary significantly among individuals, ranging from extreme sensitivity to low doses to insensitivity to high doses. These reactions often occur due to the drug's covalent binding with serum proteins, forming a foreign hapten that triggers an immunotoxicological response. The variability in drug reactions has a strong pharmacogenetic foundation, with genetic differences crucial in how individuals metabolize drugs. For...
197
Pharmacogenetics of Phase II Enzymes: N-acetyltransferase, Thiopurine S-methyltransferase, UDP-glucuronosyltransferase01:27

Pharmacogenetics of Phase II Enzymes: N-acetyltransferase, Thiopurine S-methyltransferase, UDP-glucuronosyltransferase

Phase II biotransformation reactions are essential for detoxifying and eliminating xenobiotics, including many pharmaceutical compounds. These reactions typically involve conjugation, the covalent attachment of polar endogenous groups such as glucuronic acid, sulfate, methyl, or acetyl moieties to functional groups introduced during Phase I metabolism. The resulting conjugates are more water-soluble, enabling efficient renal or biliary excretion.The major classes of Phase II enzymes include...
78