ArticleBrain : a journal of neurology2019
Genome-wide association study of cerebral small vessel disease reveals established and novel loci.
Article in Brain : a journal of neurology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 75 papers, 2 of them syntheses that pooled it.
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Who cites it
75 citing papers in PubMed, 2 syntheses or guidelines pooled it, 111 citations in OpenAlex.
- Cross-trait analyses identify shared genetics between migraine, headache, and glycemic traits, and a causal relationship with fasting proinsulin.Human genetics · 2023Pooled it
- Genetic basis of lacunar stroke: a pooled analysis of individual patient data and genome-wide association studies.The Lancet. Neurology · 2021Pooled it
- Association of prenatal exposure to opioids, cannabis, and polysubstance use with cord blood DNA methylation patterns in a multiancestry cohort.Epigenetics · 2026Article
- Astrocyte-derived LAMC1 protects against intracerebral hemorrhage: A novel genetic mechanism maintaining neurovascular integrity.Journal of advanced research · 2026Article
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- DYRK1A and Parkinson's disease, facts and hypotheses.Neurobiology of disease · 2026Review
- Shared Genetics of Kidney Function Traits and Bladder Cancer: A Genome-Wide Cross-Trait Analysis.Cancer medicine · 2026Article
- Powering the mind: deciphering the shared genetic architecture between mitochondrial DNA copy number and major psychiatric disorders.Molecular psychiatry · 2026Article
- Unravelling the genetic architecture of cerebral small vessel disease in the context of stroke.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2026Review
- Genetics of intracerebral hemorrhage.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2026Review
- Copy Number Variants and Their Association With Intracerebral Hemorrhage Risk: A Case-Control Study.Annals of clinical and translational neurology · 2026Article
- Neuroimaging-derived brain endophenotypes link molecular mechanisms to Alzheimer's disease and aging.medRxiv : the preprint server for health sciences · 2025Article
- Genetic and epigenetic architectures of stroke: Insights from GWAS to precision medicine.Neurochemistry international · 2025Review
- Long-read genome sequencing and multi-omics in aging and neurodegeneration.medRxiv : the preprint server for health sciences · 2025Article
- Genetic analyses across cardiovascular traits: leveraging genetic correlations to empower locus discovery and prediction in common cardiovascular diseases.NPJ genomic medicine · 2025Article
- The pathogenesis of cerebral small vessel disease and vascular cognitive impairment.Physiological reviews · 2025Review
- Multi-Cohort Analysis Reveals Genetic Predispositions to Clonal Hematopoiesis as Mutation-Specific Risk Factors for Stroke.Advanced genetics (Hoboken, N.J.) · 2025Article
- Association of the COL4A2 Gene Polymorphisms with Primary Intracerebral Hemorrhage Risk and Outcome in Chinese Han Population.Molecular neurobiology · 2024Article
- Identification of Genetic Loci Associated With Intracerebral Hemorrhage Using a Multitrait Analysis Approach.Neurology · 2024Article
15 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
28 authors at 19 institutions in 8 countries.
Funding
Abstract
Intracerebral haemorrhage and small vessel ischaemic stroke (SVS) are the most acute manifestations of cerebral small vessel disease, with no established preventive approaches beyond hypertension management. Combined genome-wide association study (GWAS) of these two correlated diseases may improve statistical power to detect novel genetic factors for cerebral small vessel disease, elucidating underlying disease mechanisms that may form the basis for future treatments. Because intracerebral haemorrhage location is an adequate surrogate for distinct histopathological variants of cerebral small vessel disease (lobar for cerebral amyloid angiopathy and non-lobar for arteriolosclerosis), we performed GWAS of intracerebral haemorrhage by location in 1813 subjects (755 lobar and 1005 non-lobar) and 1711 stroke-free control subjects. Intracerebral haemorrhage GWAS results by location were meta-analysed with GWAS results for SVS from MEGASTROKE, using 'Multi-Trait Analysis of GWAS' (MTAG) to integrate summary data across traits and generate combined effect estimates. After combining intracerebral haemorrhage and SVS datasets, our sample size included 241 024 participants (6255 intracerebral haemorrhage or SVS cases and 233 058 control subjects). Genome-wide significant associations were observed for non-lobar intracerebral haemorrhage enhanced by SVS with rs2758605 [MTAG P-value (P) = 2.6 × 10-8] at 1q22; rs72932727 (P = 1.7 × 10-8) at 2q33; and rs9515201 (P = 5.3 × 10-10) at 13q34. In the GTEx gene expression library, rs2758605 (1q22), rs72932727 (2q33) and rs9515201 (13q34) are significant cis-eQTLs for PMF1 (P = 1 × 10-4 in tibial nerve), NBEAL1, FAM117B and CARF (P < 2.1 × 10-7 in arteries) and COL4A2 and COL4A1 (P < 0.01 in brain putamen), respectively. Leveraging S-PrediXcan for gene-based association testing with the predicted expression models in tissues related with nerve, artery, and non-lobar brain, we found that experiment-wide significant (P < 8.5 × 10-7) associations at three genes at 2q33 including NBEAL1, FAM117B and WDR12 and genome-wide significant associations at two genes including ICA1L at 2q33 and ZCCHC14 at 16q24. Brain cell-type specific expression profiling libraries reveal that SEMA4A, SLC25A44 and PMF1 at 1q22 and COL4A1 and COL4A2 at 13q34 were mainly expressed in endothelial cells, while the genes at 2q33 (FAM117B, CARF and NBEAL1) were expressed in various cell types including astrocytes, oligodendrocytes and neurons. Our cross-phenotype genetic study of intracerebral haemorrhage and SVS demonstrates novel genome-wide associations for non-lobar intracerebral haemorrhage at 2q33 and 13q34. Our replication of the 1q22 locus previous seen in traditional GWAS of intracerebral haemorrhage, as well as the rediscovery of 13q34, which had previously been reported in candidate gene studies with other cerebral small vessel disease-related traits strengthens the credibility of applying this novel genome-wide approach across intracerebral haemorrhage and SVS.
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