HAM GWAS Summary Statistics

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Provided by Catholic University of Leuven

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Dataset information

Country of origin
Updated
2025.04.24 14:44
Created
2025.04.24
Available languages
English
Keywords
genomics
Quality scoring

Dataset description

Background: HTLV-1 is an enigmatic retrovirus triggering a debilitating neuroinflammatory disease, HTLV-1-associated myelopathy (HAM), with unknown pathogenesis. Both HTLV-1 infection and HAM predominantly affect women and non-white neglected populations. HAM is lacking disease-modifying treatment, as current treatment is mostly symptomatic and inspired by either HIV-1 or multiple sclerosis therapeutic strategies. Methods: We used systems biology analyses of novel and publicly available data comprising (epi)genomics, transcriptomics, metabolomics and proteomics of multi-ancestry cohorts from a total of >2500 People Living with HTLV-1 from 5 countries (Brazil, Peru, Japan, UK, US). Findings: Leveraging an unique admixed Brazilian cohort, genome-wide association study (GWAS) revealed African-specific variants in inflammasome sensor AIM2 with genome-wide significance (p5x10-8) corresponding to metabolic, immune and neuronal genes were validated using published Japanese GWAS. Polygenic risk score and proviral load were independent disease predictors across ancestries. Systems biology analysis revealed neuronal/synaptic signaling, monocyte count, glucose/lipid metabolism, and neurocognition/depression as genetically linked to HAM. In silico drug screening identified estrogen blocker Fulvestrant as the top hit, while also confirming existing (pre)clinical data for HDAC inhibitors and immunosuppressants. Validated GWAS genes were overexpressed in HAM patients’ whole blood and CD4 T-cells, as well as in spinal cord astrocytes, oligodendrocytes, and microglia single-cell RNAseq. We experimentally confirmed decreased ApoA1/lipid/cholesterol levels, higher monocyte levels and lower neurocognitive scores in multi-ancestry cohorts. We found striking biological similarities between retroviral Hbz/Tax overexpression, Hbz interactome and HAM multi-omics findings: enrichment for lipid/cholesterol metabolism, estrogen signaling, neurodegenerative diseases, and viral pathways including EBV, recently identified as the major driver of multiple sclerosis. Interpretation: Our data-driven approach uncovers novel disease mechanisms and therapeutic targets, and a validated polygenic risk score allowing targeted surveillance for high-risk individuals A strong molecular overlap to other neurodegenerative/neuroinflammatory diseases reveals shared neuropathogenic pathways between unrelated viruses.
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2019
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