BACKGROUND: Despite recent discoveries of new genetic risk factors, the majority of risk for coronary artery disease (CAD) remains elusive. As the most proximal sensor of DNA variation, RNA abundance can help identify subpopulations of genetic variants active in and across tissues mediating CAD risk through gene expression. METHODS AND RESULTS: By generating new genomic data on DNA and RNA samples from the Stockholm Atherosclerosis Gene Expression (STAGE) study, 8156 cis-acting expression quantitative trait loci (eQTLs) for 6450 genes across 7 CAD-relevant tissues were detected. The inherited risk enrichments of tissue-defined sets of these eQTLs were assessed using 2 independent genome-wide association data sets. eQTLs acting across increasing numbers of tissues were found increasingly enriched for CAD risk and resided at regulatory hot spots. The risk enrichment of 42 eQTLs acting across 5 to 6 tissues was particularly high (≤7.3-fold) and confirmed in the combined genome-wide association data from Coronary Artery Disease Genome Wide Replication And Meta-Analysis Consortium. Sixteen of the 42 eQTLs associated with 19 master regulatory genes and 29 downstream gene sets (n>30) were further risk enriched comparable to that of the 153 genome-wide association risk single-nucleotide polymorphisms established for CAD (8.4-fold versus 10-fold). Three gene sets, governed by the master regulators FLYWCH1, PSORSIC3, and G3BP1, segregated the STAGE patients according to extent of CAD, and small interfering RNA targeting of these master regulators affected cholesterol-ester accumulation in foam cells of the THP1 monocytic cell line. CONCLUSIONS: eQTLs acting across multiple tissues are significant carriers of inherited risk for CAD. FLYWCH1, PSORSIC3, and G3BP1 are novel master regulatory genes in CAD that may be suitable targets.
BACKGROUND: Despite recent discoveries of new genetic risk factors, the majority of risk for coronary artery disease (CAD) remains elusive. As the most proximal sensor of DNA variation, RNA abundance can help identify subpopulations of genetic variants active in and across tissues mediating CAD risk through gene expression. METHODS AND RESULTS: By generating new genomic data on DNA and RNA samples from the Stockholm Atherosclerosis Gene Expression (STAGE) study, 8156 cis-acting expression quantitative trait loci (eQTLs) for 6450 genes across 7 CAD-relevant tissues were detected. The inherited risk enrichments of tissue-defined sets of these eQTLs were assessed using 2 independent genome-wide association data sets. eQTLs acting across increasing numbers of tissues were found increasingly enriched for CAD risk and resided at regulatory hot spots. The risk enrichment of 42 eQTLs acting across 5 to 6 tissues was particularly high (≤7.3-fold) and confirmed in the combined genome-wide association data from Coronary Artery Disease Genome Wide Replication And Meta-Analysis Consortium. Sixteen of the 42 eQTLs associated with 19 master regulatory genes and 29 downstream gene sets (n>30) were further risk enriched comparable to that of the 153 genome-wide association risk single-nucleotide polymorphisms established for CAD (8.4-fold versus 10-fold). Three gene sets, governed by the master regulators FLYWCH1, PSORSIC3, and G3BP1, segregated the STAGE patients according to extent of CAD, and small interfering RNA targeting of these master regulators affected cholesterol-ester accumulation in foam cells of the THP1 monocytic cell line. CONCLUSIONS: eQTLs acting across multiple tissues are significant carriers of inherited risk for CAD. FLYWCH1, PSORSIC3, and G3BP1 are novel master regulatory genes in CAD that may be suitable targets.
Authors: Bindu Ramachandran; John N Stabley; Su-Li Cheng; Abraham S Behrmann; Austin Gay; Li Li; Megan Mead; Julia Kozlitina; Andrew Lemoff; Hamid Mirzaei; Zhijian Chen; Dwight A Towler Journal: J Biol Chem Date: 2018-04-06 Impact factor: 5.157
Authors: Robert S Rosenson; H Bryan Brewer; Philip J Barter; Johan L M Björkegren; M John Chapman; Daniel Gaudet; Daniel Seung Kim; Eric Niesor; Kerry-Anne Rye; Frank M Sacks; Jean-Claude Tardif; Robert A Hegele Journal: Nat Rev Cardiol Date: 2017-08-10 Impact factor: 32.419
Authors: Kathryn J Moore; Simon Koplev; Edward A Fisher; Ira Tabas; Johan L M Björkegren; Amanda C Doran; Jason C Kovacic Journal: J Am Coll Cardiol Date: 2018-10-30 Impact factor: 24.094
Authors: Ingrid Brænne; Mete Civelek; Baiba Vilne; Antonio Di Narzo; Andrew D Johnson; Yuqi Zhao; Benedikt Reiz; Veronica Codoni; Thomas R Webb; Hassan Foroughi Asl; Stephen E Hamby; Lingyao Zeng; David-Alexandre Trégouët; Ke Hao; Eric J Topol; Eric E Schadt; Xia Yang; Nilesh J Samani; Johan L M Björkegren; Jeanette Erdmann; Heribert Schunkert; Aldons J Lusis Journal: Arterioscler Thromb Vasc Biol Date: 2015-08-20 Impact factor: 8.311
Authors: Lingyao Zeng; Husain A Talukdar; Simon Koplev; Chiara Giannarelli; Torbjörn Ivert; Li-Ming Gan; Arno Ruusalepp; Eric E Schadt; Jason C Kovacic; Aldons J Lusis; Tom Michoel; Heribert Schunkert; Johan L M Björkegren Journal: J Am Coll Cardiol Date: 2019-06-18 Impact factor: 24.094
Authors: Sylvia T Nurnberg; Hanrui Zhang; Nicholas J Hand; Robert C Bauer; Danish Saleheen; Muredach P Reilly; Daniel J Rader Journal: Circ Res Date: 2016-02-19 Impact factor: 17.367