# Disproportionality analysis of drug-associated progressive multifocal leukoencephalopathy: roles of underlying diseases and immunomodulatory therapies in FAERS

**Authors:** Xiaozhen Lin, Naishen Qin, Baoxia He, Jinhua Chen, Yajuan Zhang, Hui Wang, Weiling Liu

PMC · DOI: 10.3389/fimmu.2025.1707211 · Frontiers in Immunology · 2026-01-02

## TL;DR

This study identifies drugs and diseases linked to PML, a rare brain disease, using safety data and highlights new drug associations.

## Contribution

The study identifies novel drug-PML associations, including isatuximab, and quantifies risks using FAERS data.

## Key findings

- Isatuximab showed a PML signal with no prior regulatory or published mentions.
- Natalizumab had the longest median time to onset of PML (44 months).
- Multiple sclerosis and B-cell non-Hodgkin lymphomas were most frequently associated with PML.

## Abstract

Progressive multifocal leukoencephalopathy (PML), a rare and often fatal JC virus–mediated disease, is a significant concern in immunocompromised patients.

Following READUS-PV guidelines, this study evaluated disproportionality signals for PML associated with specific drugs and underlying diseases using the FDA Adverse Event Reporting System (FAERS).

We identified PML cases in FAERS (2004 Q1–2024 Q4) and excluded those associated with HIV/AIDS. For drugs with ≥3 PML reports, disproportionality was assessed using the reporting odds ratio (ROR) and proportional reporting ratio (PRR), reported with 95% confidence intervals and χ² statistics, respectively. Subgroup analyses were conducted by age, sex, reporting region, and patient outcome. We also characterized the spectrum of underlying diseases and time to onset (TTO).

We analyzed 6,864 PML reports; in a sensitivity analysis excluding cases with TTO ≤60 days, 6,258 reports remained. Fifty-four drugs showed significant signals in primary analysis with the exception of acalabrutinib in the analysis restricted to 6,258 cases, including established high-risk agents and potential novel associations. Notably, we observed signals with four monoclonal antibodies (daratumumab, elotuzumab, epcoritamab, and isatuximab); isatuximab had no previous mentions in regulatory labels or published literature to our knowledge. Among established agents, natalizumab had the highest number of reports (n=1,848; ROR 40.7), and rituximab also showed a strong signal (n=1,296; ROR 41.8). PML was most frequently reported in multiple sclerosis (32.28%) and B-cell non-Hodgkin lymphomas (9.44%). TTO varied by agent; natalizumab showed the longest median TTO (44.0 months; 95% CI: 41.8–46.7). Median TTO for antineoplastic drugs (13.6 months; 95% CI: 11.5–15.9) was significantly shorter than for non-antineoplastic drugs (42.4 months; 95% CI: 39.7–44.1).

These findings reinforce established and emerging PML reporting signals with immunomodulatory therapies and support heightened pharmacovigilance—particularly for novel monoclonal antibodies used in hematologic malignancies.

## Linked entities

- **Chemicals:** acalabrutinib (PubChem CID 71226662)
- **Diseases:** progressive multifocal leukoencephalopathy (MONDO:0016318), multiple sclerosis (MONDO:0005301)

## Full-text entities

- **Diseases:** B-cell non-Hodgkin lymphomas (MESH:D016393), hematologic malignancies (MESH:D019337), PML (MESH:D007968), multiple sclerosis (MESH:D009103), PV (MESH:D011087), HIV/AIDS (MESH:D015658)
- **Chemicals:** isatuximab (MESH:C000599209), natalizumab (MESH:D000069442), acalabrutinib (MESH:C000604908), rituximab (MESH:D000069283), elotuzumab (MESH:C546027), daratumumab (MESH:C556306), epcoritamab (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12807927/full.md

## References

58 references — full list in the complete paper: https://tomesphere.com/paper/PMC12807927/full.md

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Source: https://tomesphere.com/paper/PMC12807927