Related Experiment Video
Updated: Dec 24, 2025

Targeted Next-generation Sequencing and Bioinformatics Pipeline to Evaluate Genetic Determinants of Constitutional Disease
Published on: April 4, 2018
Germline Genetic Risk Variants for Progressive Multifocal Leukoencephalopathy
Peggy S Eis1, Christopher D Bruno2, Todd A Richmond3
1Population Bio, Inc., New York, NY, United States.
Abstract:
Progressive multifocal leukoencephalopathy (PML) is a rare demyelinating disorder of the brain caused by reactivation of the JC virus (JCV), a polyomavirus that infects at least 60% of the population but is asymptomatic or results in benign symptoms in most people. PML occurs as a secondary disease in a variety of disorders or as a serious adverse event from immunosuppressant agents, but is mainly found in three groups: HIV-infected patients, patients with hematological malignancies, or multiple sclerosis (MS) patients on the immunosuppressant therapy natalizumab. It is severely debilitating and is deadly in ~50% HIV cases, ~90% of hematological malignancy cases, and ~24% of MS-natalizumab cases. A PML risk prediction test would have clinical utility in all at risk patient groups but would be particularly beneficial in patients considering therapy with immunosuppressant agents known to cause PML, such as natalizumab, rituximab, and others. While a JC antibody test is currently used in the clinical decision process for natalizumab, it is suboptimal because of its low specificity and requirement to periodically retest patients for seroconversion or to assess if a patient's JCV index has increased. Whereas a high specificity genetic risk prediction test comprising host genetic risk variants (i.e., germline variants occurring at higher frequency in PML patients compared to the general population) could be administered one time to provide clinicians with additional risk prediction information that is independent of JCV serostatus. Prior PML case reports support the hypothesis that PML risk is greater in patients with a genetically caused immunodeficiency disorder. To identify germline PML risk variants, we performed exome sequencing on 185 PML cases (70 in a discovery cohort and 115 in a replication cohort) and used the gnomAD variant database for interpretation. Our study yielded 19 rare variants (maximum allele frequency of 0.02 in gnomAD ethnically matched populations) that impact 17 immune function genes (10 are known to cause inborn errors of immunity). Modeling of these variants in a PML genetic risk test for MS patients considering natalizumab treatment indicates that at least a quarter of PML cases may be preventable.
Insights
A genetic risk test could predict progressive multifocal leukoencephalopathy (PML), a rare brain disorder caused by JC virus (JCV) reactivation. Identifying genetic variants in immune genes may help prevent PML cases, especially in multiple sclerosis patients on natalizumab therapy.
Area of Science:
- Neuroimmunology
- Infectious Diseases
- Genetics
Background:
- Progressive multifocal leukoencephalopathy (PML) is a rare, severe demyelinating brain disorder caused by JC virus (JCV) reactivation.
- PML primarily affects immunocompromised individuals, including those with HIV, hematological malignancies, or on immunosuppressive therapies like natalizumab for multiple sclerosis (MS).
- Current JCV antibody testing for natalizumab users is suboptimal due to low specificity and the need for repeat testing.
Purpose of the Study:
- To identify host genetic risk variants for PML.
- To develop a genetic risk prediction test for PML, independent of JCV serostatus.
- To assess the potential of a genetic test to prevent PML cases in at-risk populations, particularly MS patients considering natalizumab.
Main Methods:
- Exome sequencing was performed on 185 PML cases (70 in discovery, 115 in replication cohorts).
- The gnomAD variant database was used for variant interpretation.
- Identified rare variants impacting immune function genes were modeled for a genetic risk prediction test.
Main Results:
- Nineteen rare variants (MAF ≤ 0.02) impacting 17 immune function genes were identified.
- Ten of these genes are associated with known inborn errors of immunity.
- Modeling suggests at least 25% of PML cases in MS patients on natalizumab could be preventable with a genetic risk test.
Conclusions:
- Host genetic variants contribute to PML susceptibility.
- A one-time genetic risk prediction test could offer valuable, independent risk assessment for PML.
- Genetic testing may enable proactive management and potentially prevent a significant proportion of PML cases.
Related Concept Videos
Single Nucleotide Polymorphisms-SNPs
Genetic Lingo
Mutations

