Genetic Architecture of Ischaemic Strokes after COVID-19 Shows Similarities with Large Vessel Strokes

We aimed to analyse whether patients with ischaemic stroke (IS) occurring within eight days after the onset of COVID-19 (IS-COV) are associated with a specific aetiology of IS. We used SUPERGNOVA to identify genome regions that correlate between the IS-COV cohort (73 IS-COV cases vs. 701 population controls) and different aetiological subtypes. Polygenic risk scores (PRSs) for each subtype were generated and tested in the IS-COV cohort using PRSice-2 and PLINK to find genetic associations. Both analyses used the IS-COV cohort and GWAS from MEGASTROKE (67,162 stroke patients vs. 454,450 population controls), GIGASTROKE (110,182 vs. 1,503,898), and the NINDS Stroke Genetics Network (16,851 vs. 32,473). Three genomic regions were associated (p-value < 0.05) with large artery atherosclerosis (LAA) and cardioembolic stroke (CES). We found four loci targeting the genes PITX2 (rs10033464, IS-COV beta = 0.04, p-value = 2.3 × 10−2, se = 0.02), previously associated with CES, HS6ST1 (rs4662630, IS-COV beta = −0.04, p-value = 1.3 × 10−3, se = 0.01), TMEM132E (rs12941838 IS-COV beta = 0.05, p-value = 3.6 × 10−4, se = 0.01), and RFFL (rs797989 IS-COV beta = 0.03, p-value = 1.0 × 10−2, se = 0.01). A statistically significant PRS was observed for LAA. Our results suggest that IS-COV cases are genetically similar to LAA and CES subtypes. Larger cohorts are needed to assess if the genetic factors in IS-COV cases are shared with the general population or specific to viral infection.

[1]  M. Zuin,et al.  Risk of ischemic stroke in patients recovered from COVID-19 infection: A systematic review and meta-analysis , 2023, European stroke journal.

[2]  S. Meo,et al.  The Risk Factors for Acute Cerebrovascular Accident (Stroke) in Patients with Severe Acute Respiratory Syndrome Coronavirus (SARS-CoV-2) , 2023, Viruses.

[3]  P. Janský,et al.  Safety and Outcome of Revascularization Treatment in Patients With Acute Ischemic Stroke and COVID-19: The Global COVID-19 Stroke Registry , 2022, Neurology.

[4]  Aimin Liu,et al.  Differential expression of the Tmem132 family genes in the developing mouse nervous system. , 2022, Gene expression patterns : GEP.

[5]  G. Rosenberg,et al.  Shared Inflammatory Pathology of Stroke and COVID-19 , 2022, International journal of molecular sciences.

[6]  Md. Abul Hassan Samee,et al.  Decoding the PITX2-controlled genetic network in atrial fibrillation , 2022, JCI insight.

[7]  M. Dichgans,et al.  Shared genetic background between SARS-CoV-2 infection and large artery stroke , 2022, International journal of stroke : official journal of the International Stroke Society.

[8]  T. Okiyoneda,et al.  The Ubiquitin Ligase RNF34 Participates in the Peripheral Quality Control of CFTR (RNF34 Role in CFTR PeriQC) , 2022, Frontiers in Molecular Biosciences.

[9]  T. Okuyama,et al.  Physiology and Pathophysiology of Heparan Sulfate in Animal Models: Its Biosynthesis and Degradation , 2022, International journal of molecular sciences.

[10]  Masoom Desai,et al.  Pathomechanisms and Treatment Implications for Stroke in COVID-19: A Review of the Literature , 2022, Life.

[11]  Stephen R. Williams,et al.  Stroke genetics informs drug discovery and risk prediction across ancestries , 2022 .

[12]  Jie Hao,et al.  Effect of PITX2 genetic variants on the susceptibility to stroke in the Chinese Han population , 2022, Infection, Genetics and Evolution.

[13]  V. Feigin,et al.  World Stroke Organization (WSO): Global Stroke Fact Sheet 2022 , 2022, International journal of stroke : official journal of the International Stroke Society.

[14]  V. Zuber,et al.  Leveraging Genetic Data to Elucidate the Relationship Between COVID‐19 and Ischemic Stroke , 2021, Journal of the American Heart Association.

[15]  R. Delgado-Mederos,et al.  Impact of COVID-19 Infection on the Outcome of Patients With Ischemic Stroke , 2021, Stroke.

[16]  A. Venkatesan,et al.  Acute Viral Illnesses and Ischemic Stroke , 2021, Stroke.

[17]  Á. Chamorro,et al.  Stroke etiologies in patients with COVID-19: the SVIN COVID-19 multinational registry , 2021, BMC Neurology.

[18]  H. Markus,et al.  Stroke in COVID-19: A systematic review and meta-analysis , 2020, International journal of stroke : official journal of the International Stroke Society.

[19]  Ellen M. Schmidt,et al.  Open Targets Genetics: An open approach to systematically prioritize causal variants and genes at all published human GWAS trait-associated loci , 2020, bioRxiv.

[20]  Benjamin P. Kellman,et al.  SARS-CoV-2 Infection Depends on Cellular Heparan Sulfate and ACE2 , 2020, Cell.

[21]  D. Dobrev,et al.  COVID-19 associated atrial fibrillation: Incidence, putative mechanisms and potential clinical implications , 2020, IJC Heart & Vasculature.

[22]  B. Cucchiara,et al.  Acute Cerebrovascular Events in Hospitalized COVID-19 Patients , 2020, Stroke.

[23]  Marika M. Cusick,et al.  Risk of Ischemic Stroke in Patients With Coronavirus Disease 2019 (COVID-19) vs Patients With Influenza. , 2020, JAMA neurology.

[24]  B. Abella,et al.  COVID-19 and cardiac arrhythmias , 2020, Heart Rhythm.

[25]  M. Kowalewski,et al.  Coronavirus Disease 2019 (COVID–19): A Short Review on Hematological Manifestations , 2020, Pathogens.

[26]  N. Henninger,et al.  SARS2-CoV-2 and Stroke in a New York Healthcare System , 2020, Stroke.

[27]  Hongyu Zhao,et al.  SUPERGNOVA: local genetic correlation analysis reveals heterogeneous etiologic sharing of complex traits , 2020, Genome Biology.

[28]  D. Gommers,et al.  Confirmation of the high cumulative incidence of thrombotic complications in critically ill ICU patients with COVID-19: An updated analysis , 2020, Thrombosis Research.

[29]  Nils Kucher,et al.  Venous and arterial thromboembolic complications in COVID-19 patients admitted to an academic hospital in Milan, Italy , 2020, Thrombosis Research.

[30]  L. Mao,et al.  Neurologic Manifestations of Hospitalized Patients With Coronavirus Disease 2019 in Wuhan, China. , 2020, JAMA neurology.

[31]  K. Hashimoto,et al.  Nervous system involvement after infection with COVID-19 and other coronaviruses , 2020, Brain, Behavior, and Immunity.

[32]  S. Leal,et al.  Further evidence of involvement of TMEM132E in autosomal recessive nonsyndromic hearing impairment , 2019, Journal of Human Genetics.

[33]  P. O’Reilly,et al.  PRSice-2: Polygenic Risk Score software for biobank-scale data , 2019, GigaScience.

[34]  P. Visscher,et al.  A resource-efficient tool for mixed model association analysis of large-scale data , 2019, Nature Genetics.

[35]  Songran Yang,et al.  Bioinformatic gene analysis for potential biomarkers and therapeutic targets of atrial fibrillation-related stroke , 2019, Journal of Translational Medicine.

[36]  C. Sudlow,et al.  Genome‐wide meta‐analysis identifies 3 novel loci associated with stroke , 2018, Annals of neurology.

[37]  K. Moshal,et al.  Trafficking of the human ether-a-go-go-related gene (hERG) potassium channel is regulated by the ubiquitin ligase rififylin (RFFL) , 2018, The Journal of Biological Chemistry.

[38]  P. Donnelly,et al.  The UK Biobank resource with deep phenotyping and genomic data , 2018, Nature.

[39]  Till F. M. Andlauer,et al.  A longitudinal approach to biological psychiatric research: The PsyCourse study , 2018, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

[40]  Andrew D. Johnson,et al.  Multiancestry genome-wide association study of 520,000 subjects identifies 32 loci associated with stroke and stroke subtypes , 2018, Nature Genetics.

[41]  D. Price,et al.  FGF8 morphogen gradients are differentially regulated by heparan sulphotransferases Hs2st and Hs6st1 in the developing brain , 2017, Biology Open.

[42]  Chris P. Ponting,et al.  TMEM132: an ancient architecture of cohesin and immunoglobulin domains define a new family of neural adhesion molecules , 2017, Bioinform..

[43]  D. Franco,et al.  Multiple Roles of Pitx2 in Cardiac Development and Disease , 2017, Journal of cardiovascular development and disease.

[44]  Wei-Min Chen,et al.  GRECOS Project (Genotyping Recurrence Risk of Stroke): The Use of Genetics to Predict the Vascular Recurrence After Stroke , 2017, Stroke.

[45]  Xiaofeng Zhu,et al.  Genome-wide association analyses of sleep disturbance traits identify new loci and highlight shared genetics with neuropsychiatric and metabolic traits , 2016, Nature Genetics.

[46]  Alan M. Kwong,et al.  Next-generation genotype imputation service and methods , 2016, Nature Genetics.

[47]  J. Lee,et al.  Loci associated with ischaemic stroke and its subtypes (SiGN): a genome-wide association study , 2016, The Lancet Neurology.

[48]  Mitchell J. Machiela,et al.  LDlink: a web-based application for exploring population-specific haplotype structure and linking correlated alleles of possible functional variants , 2015, Bioinform..

[49]  Y. Gong,et al.  Whole‐Exome Sequencing Identifies a Variant in TMEM132E Causing Autosomal‐Recessive Nonsyndromic Hearing Loss DFNB99 , 2015, Human mutation.

[50]  Nayoung Kim,et al.  Trial of ORG 10172 in Acute Stroke Treatment (TOAST) Classification and Vascular Territory of Ischemic Stroke Lesions Diagnosed by Diffusion‐Weighted Imaging , 2014, Journal of the American Heart Association.

[51]  August G. Wang,et al.  Are TMEM genes potential candidate genes for panic disorder? , 2014, Psychiatric genetics.

[52]  E. White,et al.  Up-regulation of heparan sulfate 6-O-sulfation in idiopathic pulmonary fibrosis. , 2013, American journal of respiratory cell and molecular biology.

[53]  J. Montaner,et al.  Cognitive assessment protocol design in the ISSYS (Investigating Silent Strokes in hYpertensives: A magnetic resonance imaging Study) , 2012, Journal of the Neurological Sciences.

[54]  Kenny Q. Ye,et al.  An integrated map of genetic variation from 1,092 human genomes , 2012, Nature.

[55]  Tanya M. Teslovich,et al.  LocusZoom: regional visualization of genome-wide association scan results , 2010, Bioinform..

[56]  S. Gabriel,et al.  Whole-genome association study of bipolar disorder , 2008, Molecular Psychiatry.

[57]  L. Pedersen,et al.  Anticoagulant heparan sulfate: structural specificity and biosynthesis , 2007, Applied Microbiology and Biotechnology.

[58]  Eurie L. Hong,et al.  Mapping the human genetic architecture of COVID-19 , 2021 .

[59]  D. Calvet,et al.  Stroke prevention. , 2016, Presse medicale.

[60]  J. Montaner,et al.  KCNK17 genetic variants in ischemic stroke. , 2010, Atherosclerosis.