Mendelian randomisation identifies alternative splicing of the FAS death receptor as a mediator of severe COVID-19.
Lucija KlarićJack S GisbyArtemis PapadakiMarisa D MuckianErin Macdonald-DunlopJing Hua ZhaoAlex TokolyiElodie PersynErola Pairo-CastineiraAndrew P MorrisAnette KalnapenkisAnne RichmondArianna LandiniÅsa K HedmanBram PrinsDaniela ZanettiEleanor WheelerCharles KooperbergChen YaoJohn R PetrieJingyuan FuLasse FolkersenMark WalkerMartin MagnussonNiclas ErikssonNiklas Mattsson-CarlgrenPaul R H J TimmersShih-Jen HwangStefan EnrothStefan GustafssonUrmo VosaYan ChenAgneta SiegbahnAlexander ReinerÅsa JohanssonBarbara ThorandBruna GiganteCaroline HaywardChristian HerderChristian GiegerClaudia LangenbergDaniel LevyDaria V ZhernakovaJ Gustav SmithHarry CampbellJohan SundstromJohn DaneshKarl MichaëlssonKarsten SuhreLars LindLars WallentinLeonid PadyukovMikael LandénNicholas J WarehamAndreas GötesonOskar HanssonPer ErikssonRona J StrawbridgeThemistocles L AssimesTonu EskoUlf GyllenstenJ Kenneth BaillieDirk S PaulPeter K JoshiAdam S ButterworthAnders MälarstigNicola PirastuJames F WilsonJames E PetersPublished in: medRxiv : the preprint server for health sciences (2021)
Severe COVID-19 is characterised by immunopathology and epithelial injury. Proteomic studies have identified circulating proteins that are biomarkers of severe COVID-19, but cannot distinguish correlation from causation. To address this, we performed Mendelian randomisation (MR) to identify proteins that mediate severe COVID-19. Using protein quantitative trait loci (pQTL) data from the SCALLOP consortium, involving meta-analysis of up to 26,494 individuals, and COVID-19 genome-wide association data from the Host Genetics Initiative, we performed MR for 157 COVID-19 severity protein biomarkers. We identified significant MR results for five proteins: FAS, TNFRSF10A, CCL2, EPHB4 and LGALS9. Further evaluation of these candidates using sensitivity analyses and colocalization testing provided strong evidence to implicate the apoptosis-associated cytokine receptor FAS as a causal mediator of severe COVID-19. This effect was specific to severe disease. Using RNA-seq data from 4,778 individuals, we demonstrate that the pQTL at the FAS locus results from genetically influenced alternate splicing causing skipping of exon 6. We show that the risk allele for very severe COVID-19 increases the proportion of transcripts lacking exon 6, and thereby increases soluble FAS. Soluble FAS acts as a decoy receptor for FAS-ligand, inhibiting apoptosis induced through membrane-bound FAS. In summary, we demonstrate a novel genetic mechanism that contributes to risk of severe of COVID-19, highlighting a pathway that may be a promising therapeutic target.
Keyphrases
- coronavirus disease
- sars cov
- early onset
- respiratory syndrome coronavirus
- drug induced
- genome wide
- magnetic resonance
- cell death
- endoplasmic reticulum stress
- oxidative stress
- electronic health record
- dna methylation
- liver injury
- high resolution
- magnetic resonance imaging
- machine learning
- signaling pathway
- single cell
- computed tomography
- protein protein
- quality improvement
- copy number
- stress induced