Related Experiment Video
Updated: Aug 15, 2025

Targeted Next-generation Sequencing and Bioinformatics Pipeline to Evaluate Genetic Determinants of Constitutional Disease
Published on: April 4, 2018
Progressive multifocal leukoencephalopathy genetic risk variants for pharmacovigilance of immunosuppressant therapies
Eli Hatchwell1, Edward B Smith2, Shapour Jalilzadeh1
1Population Bio UK, Inc., Oxfordshire, United Kingdom.
Background:
Progressive multifocal leukoencephalopathy (PML) is a rare and often lethal brain disorder caused by the common, typically benign polyomavirus 2, also known as JC virus (JCV). In a small percentage of immunosuppressed individuals, JCV is reactivated and infects the brain, causing devastating neurological defects. A wide range of immunosuppressed groups can develop PML, such as patients with: HIV/AIDS, hematological malignancies (e.g., leukemias, lymphomas, and multiple myeloma), autoimmune disorders (e.g., psoriasis, rheumatoid arthritis, and systemic lupus erythematosus), and organ transplants. In some patients, iatrogenic (i.e., drug-induced) PML occurs as a serious adverse event from exposure to immunosuppressant therapies used to treat their disease (e.g., hematological malignancies and multiple sclerosis). While JCV infection and immunosuppression are necessary, they are not sufficient to cause PML.
Methods:
We hypothesized that patients may also have a genetic susceptibility from the presence of rare deleterious genetic variants in immune-relevant genes (e.g., those that cause inborn errors of immunity). In our prior genetic study of 184 PML cases, we discovered 19 candidate PML risk variants. In the current study of another 152 cases, we validated 4 of 19 variants in both population controls (gnomAD 3.1) and matched controls (JCV+ multiple sclerosis patients on a PML-linked drug ≥ 2 years).
Results:
The four variants, found in immune system genes with strong biological links, are: C8B, 1-57409459-C-A, rs139498867; LY9 (alias SLAMF3), 1-160769595-AG-A, rs763811636; FCN2, 9-137779251-G-A, rs76267164; STXBP2, 19-7712287-G-C, rs35490401. Carriers of any one of these variants are shown to be at high risk of PML when drug-exposed PML cases are compared to drug-exposed matched controls: P value = 3.50E-06, OR = 8.7 [3.7-20.6]. Measures of clinical validity and utility compare favorably to other genetic risk tests, such as BRCA1 and BRCA2 screening for breast cancer risk and HLA-B*15:02 pharmacogenetic screening for pharmacovigilance of carbamazepine to prevent Stevens-Johnson Syndrome and Toxic Epidermal Necrolysis.
Conclusion:
For the first time, a PML genetic risk test can be implemented for screening patients taking or considering treatment with a PML-linked drug in order to decrease the incidence of PML and enable safer use of highly effective therapies used to treat their underlying disease.
Insights
Genetic variants in immune genes increase progressive multifocal leukoencephalopathy (PML) risk. A new genetic test can identify at-risk individuals, enabling safer use of crucial immunosuppressive therapies.
Area of Science:
- Immunogenetics
- Neuroimmunology
- Pharmacogenomics
Background:
- Progressive multifocal leukoencephalopathy (PML) is a rare, fatal brain disorder caused by JC virus (JCV) reactivation in immunosuppressed individuals.
- PML affects diverse groups, including those with HIV/AIDS, hematological malignancies, autoimmune disorders, and organ transplants.
- Drug-induced PML can occur as an adverse event from immunosuppressant therapies, indicating that JCV and immunosuppression alone are insufficient causes.
Purpose of the Study:
- To investigate the hypothesis that genetic susceptibility, specifically rare deleterious variants in immune-relevant genes, contributes to PML development.
- To validate previously identified candidate PML risk variants in a larger cohort.
Main Methods:
- A genetic study analyzed 184 PML cases, identifying 19 candidate risk variants.
- A subsequent study validated 4 of these variants in 152 additional PML cases.
- Validation was performed against both population controls (gnomAD 3.1) and matched controls (JCV+ multiple sclerosis patients on PML-linked drugs).
Main Results:
- Four validated variants in immune system genes (C8B, LY9/SLAMF3, FCN2, STXBP2) were identified.
- Carriers of any of these variants showed a significantly high risk of PML when exposed to PML-linked drugs (P value = 3.50E-06, OR = 8.7).
- The clinical validity and utility of this genetic risk test compare favorably to established genetic screening tests like BRCA and HLA-B*15:02.
Conclusions:
- This study establishes the first genetic risk test for PML.
- The test can screen patients considering or undergoing treatment with PML-linked drugs.
- Implementation of this test can decrease PML incidence and facilitate safer use of essential immunosuppressive therapies.
More Related Videos
09:37A Phenotyping Regimen for Genetically Modified Mice Used to Study Genes Implicated in Human Diseases of Aging
Published on: July 14, 2016
07:04Electroporation-Based Genetic Modification of Primary Human Pigment Epithelial Cells Using the Sleeping Beauty Transposon System
Published on: February 4, 2021
Related Concept Videos
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
Factors Affecting Drug Response: Overview
Antiepileptic Drugs: Modulators of Neurotransmitter Release Mediated by SV2A Protein
SV2A is a transmembrane glycoprotein located predominantly in the brain, modulating the release of neurotransmitters for neuronal communication. Both levetiracetam and brivaracetam exhibit a high affinity for...
Factors Affecting Protein-Drug Binding: Patient-Related Factors
Age stands as a key determinant in protein-drug binding. Neonates, characterized by low albumin content, experience heightened concentrations of unbound drugs such as phenytoin and...
Factors Influencing Drug Absorption: Disease States and Pharmacology
Substances such as alcohol and specific drugs, including antineoplastics, can also negatively impact drug absorption. For instance,...
Single Nucleotide Polymorphisms-SNPs