# Association of Disease-Modifying Antirheumatic Drugs (DMARDs) with Cardiovascular Diseases: Evidence from a Drug Target Mendelian Randomization Study

**Authors:** Chengui Zhuo, Lei Chen, Xiangjie Sun, Ting Chen, Haipeng Cai, Xiaosheng Hu

PMC · DOI: 10.5334/gh.1526 · Global Heart · 2026-02-26

## TL;DR

This study uses genetic data to explore how disease-modifying antirheumatic drugs affect the risk of cardiovascular diseases, finding some drugs may reduce or increase these risks.

## Contribution

The study introduces a novel Mendelian randomization framework to assess the causal effects of DMARDs on multiple cardiovascular outcomes.

## Key findings

- Sulfasalazine targeting PLA2G1B and RELB is linked to reduced risks of heart failure and other CVDs.
- Genetically higher IL-6R expression is associated with increased risks of atrial fibrillation and coronary artery disease.
- Colocalization analyses confirm the involvement of IL-6R and RELB in multiple cardiovascular diseases.

## Abstract

Cardiovascular diseases (CVDs) still represent a major cause of mortality, with inflammation playing a key role in their pathogenesis. Thus, elucidating the possible effects of disease-modifying antirheumatic drugs (DMARDs) on CVD risk in the general population may hold considerable clinical implications.

Genetic instruments were employed to proxy the pharmacological effects of seven DMARD classes, including sulfasalazine, cyclosporine, leflunomide, IL-6 inhibitors, TNF-alpha inhibitors, abatacept, rituximab, and JAK inhibitors. To investigate their potential causal associations with 11 CVD outcomes, a comprehensive framework incorporating two-sample Mendelian randomization (TSMR), summary-data-based MR (SMR), and colocalization analysis was developed. Lastly, several sensitivity analyses were undertaken to verify the robustness of our findings.

In the primary TSMR results, sulfasalazine targeting PLA2G1B was linked to reduced risks of heart failure (OR: 0.86, 95% CI: 0.80–0.94), total cholesterol (OR: 0.89, 95% CI: 0.83–0.95), high-density lipoprotein cholesterol (OR: 0.88, 95% CI: 0.82–0.94), and aortic stenosis (OR: 0.72, 95% CI: 0.62–0.84). Sulfasalazine targeting RELB exhibited similar protective associations, whereas RELA exhibited the opposite associations. Moreover, IL-6R was robustly associated with increased risks of atrial fibrillation (OR: 1.29, 95% CI: 1.16–1.44), coronary artery disease (OR: 1.38, 95% CI: 1.23–1.56), myocardial infarction (OR: 1.27, 95% CI: 1.11–1.44), ischemic stroke (OR: 1.34, 95% CI: 1.22–1.48), and aortic stenosis (OR: 1.75, 95% CI: 1.46–2.09). Genetically higher IL-6R expression was associated with increased CVD risk, suggesting that IL-6 inhibition may confer cardiovascular benefit. SMR analysis further validated the associations of RELA, CD80, and IL-6R with one or more cardiovascular phenotypes. Finally, colocalization analyses for IL-6R and RELB provided strong evidence supporting their involvement in multiple CVDs.

Overall, this study presents evidence supporting a causal association between DMARDs and several CVDs. Nevertheless, further clinical investigations are necessary to validate our findings.

## Linked entities

- **Genes:** PLA2G1B (phospholipase A2 group IB) [NCBI Gene 5319], RELB (RELB proto-oncogene, NF-kB subunit) [NCBI Gene 5971], RELA (RELA proto-oncogene, NF-kB subunit) [NCBI Gene 5970], IL6R (interleukin 6 receptor) [NCBI Gene 3570], CD80 (CD80 molecule) [NCBI Gene 941]
- **Chemicals:** sulfasalazine (PubChem CID 5339), cyclosporine (PubChem CID 5284373), leflunomide (PubChem CID 3899)
- **Diseases:** heart failure (MONDO:0005252), atrial fibrillation (MONDO:0004981), coronary artery disease (MONDO:0005010), myocardial infarction (MONDO:0005068), ischemic stroke (MONDO:1060198), aortic stenosis (MONDO:0042981)

## Full-text entities

- **Genes:** PPIF (peptidylprolyl isomerase F) [NCBI Gene 10105] {aka CYP3, CyP-M, Cyp-D, CypD}, RELA (RELA proto-oncogene, NF-kB subunit) [NCBI Gene 5970] {aka AIF3BL3, CMCU, NFKB3, p65}, ABCG2 (ATP binding cassette subfamily G member 2 (JR blood group)) [NCBI Gene 9429] {aka ABC15, ABCP, BCRP, BMDP, CD338, CDw338}, LTA (lymphotoxin alpha) [NCBI Gene 4049] {aka LT, TNFB, TNFSF1, TNLG1E}, RELB (RELB proto-oncogene, NF-kB subunit) [NCBI Gene 5971] {aka I-REL, IMD53, IREL, REL-B}, CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, LYPD4 (LY6/PLAUR domain containing 4) [NCBI Gene 147719] {aka SMR}, JAK1 (Janus kinase 1) [NCBI Gene 3716] {aka AIIDE, JAK1A, JAK1B, JTK3}, PLA2G1B (phospholipase A2 group IB) [NCBI Gene 5319] {aka PLA2, PLA2A, PPLA2}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, CD80 (CD80 molecule) [NCBI Gene 941] {aka B7, B7-1, B7.1, BB1, CD28LG, CD28LG1}, KCNK3 (potassium two pore domain channel subfamily K member 3) [NCBI Gene 3777] {aka DDSA, K2p3.1, OAT1, PPH4, TASK, TASK-1}, PPP3R2 (protein phosphatase 3 regulatory subunit B, beta) [NCBI Gene 5535] {aka PPP3RL}, REL (REL proto-oncogene, NF-kB subunit) [NCBI Gene 5966] {aka C-Rel, HIVEN86A, IMD92}, IL2RA (interleukin 2 receptor subunit alpha) [NCBI Gene 3559] {aka CD25, IDDM10, IL2R, IMD41, TCGFR, p55}, TYK2 (tyrosine kinase 2) [NCBI Gene 7297] {aka IMD35, JTK1}, IL6R (interleukin 6 receptor) [NCBI Gene 3570] {aka CD126, HIES5, IL-1Ra, IL-6R, IL-6R-1, IL-6RA}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, JAK3 (Janus kinase 3) [NCBI Gene 3718] {aka JAK-3, JAK3_HUMAN, JAKL, L-JAK, LJAK}, AHR (aryl hydrocarbon receptor) [NCBI Gene 196] {aka FVH3, RP85, bHLHe76}
- **Diseases:** HF (MESH:D006333), type 2 diabetes mellitus (MESH:D003924), CAD (MESH:D003324), cardiac dysfunction (MESH:D006331), TC (OMIM:275350), RA (MESH:D001172), TSMR (MESH:D058529), thrombotic (MESH:D013927), atherosclerosis (MESH:D050197), HTN (MESH:D006973), AF (MESH:D001281), IS (MESH:D002544), MI (MESH:D009203), CVDs (MESH:D002318), autoimmune disorder (MESH:D001327), AS (MESH:D001024), myocardial fibrosis (MESH:D005355), inflammation (MESH:D007249), DMARDs (MESH:D000092582)
- **Chemicals:** lipid (MESH:D008055), Sulfasalazine (MESH:D012460), C1QA (-), cyclosporine (MESH:D016572), TG (MESH:D013866), Hydroxychloroquine (MESH:D006886), rituximab (MESH:D000069283), leflunomide (MESH:D000077339), methotrexate (MESH:D008727), cholesterol (MESH:D002784), TC (MESH:D013667), tocilizumab (MESH:C502936), triglycerides (MESH:D014280)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12947826/full.md

## References

40 references — full list in the complete paper: https://tomesphere.com/paper/PMC12947826/full.md

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Source: https://tomesphere.com/paper/PMC12947826