Table 1.

GWAS of PPR and genetic score of general PR

ChrPositionrsIDRefAltMAFPINTERVALβINTERVALSEINTERVALGeneCommentsCBC associationsβscorePscorePhenotype for βscore
156869047 rs12566888 0.10 5.0 × 10–24 −0.12 0.012 PEAR1 Variant is associated with ADP- and epinephrine-induced platelet aggregation.11,12 Platelet receptor that signals upon platelet-platelet contact in response to and independently of the activation response.26  PLT, MPV, and PDW −0.99 3.2 × 10–8 ADP 
199010721 rs1434282 0.27 1.9 × 10–17 −0.07 0.008 PTPRC Protein regulates GP6-mediated signaling during platelet activation via Src family kinase.27  PLT, MPV, and PCT −0.12 4.5 × 10–3 CRP-XL 
247712303 rs41315846 0.47 1.4 × 10–11 −0.05 0.007 GCSAML Protein identified as a mediator of platelet activation downstream of cAMP/protein kinase A signaling using protein-protein interaction analysis.28  PLT, MPV, PDW, and PCT −0.17 1.1 × 10–3 PAR1 
224874874 rs13412535 0.24 2.2 × 10–10 −0.06 0.009 SERPINE2 Protein is a serine protease inhibitor with activity against the potent platelet activator thrombin.29  MPV 0.07 1.3 × 10–1 CRP-XL 
241510903 rs78909033 0.13 2.5 × 10–11 −0.07 0.010 RNPEPL1  PLT, MPV, PDW, and PCT 0.10 6.6 × 10–2 CRP-XL 
56849749 rs1354034 0.40 1.2 × 10–24 −0.07 0.007 ARHGEF3 Variant is associated with ADP-induced aggregation.14 Guanine nucleotide exchanger for ρA, implicated in platelet production and ADP-mediated platelet activation.30  PLT, MPV, PDW, and PCT −0.64 4.2 × 10–10 ADP 
124340093 rs13067286 0.48 2.2 × 10–11 0.05 0.007 KALRN Protein is a ρ-GTPase activator, activated by ADP receptor signaling in platelets.31 Another variant in KALRN (rs3772800) is associated with the risk of myocardial infarction.32  PLT, MPV, and PDW −0.14 4.9 × 10–3 PAR1 
124366890 rs76445378 0.02 5.8 × 109 −0.17 0.029 KALRN PLT, MPV, and PDW −0.41 8.4 × 10–2 PAR1 
122088890 rs922140 0.40 9.4 × 10–21 0.07 0.007 SNX2  MPV and PCT −0.08 1.3 × 10–1 PAR1 
31322694 rs3819288  0.10 1.2 × 10–12 −0.08 0.012 HLA-B Antigen-presenting major histocompatibility complex class I molecule that mediates alloimmune clearance of circulating platelets.33 Other variants in this region are associated with unstable angina pectoris,34 myocardial infarction, use of antithrombotic agents,35 and rheumatoid arthritis,36 among many other phenotypes. PLT and MPV 0.19 1.8 × 10–3 PAR4 
99234329 rs55665228 0.19 4.0 × 10–11 −0.06 0.009 HABP4  PLT, MPV, PDW, and PCT −0.35 1.2 × 10–2 ADP 
113312231 rs61751937 0.03 9.2 × 10–16 0.17 0.021 SVEP1  Gene recently associated with ADP-induced platelet aggregation using a gene-based approach.15 Extracellular matrix protein that interacts with PEAR1 to activate platelets.37  PLT, MPV, and PDW 1.45 8.2 × 10–6 ADP 
10 121010256 rs10886430 0.14 2.3 × 10–10 0.07 0.011 GRK5 Variant is associated with thrombin-induced platelet aggregation and VTE.10,14 The protein is a serine/threonine kinase GPCR regulator that modulates thrombin-mediated platelet activation.14  PLT, MPV, and PDW 0.90 2.8 × 10–40 PAR1 
11 10711817 rs7123827 0.50 7.2 × 10–10 0.04 0.007 IRAG1 Other variants in this region are associated with ADP- and epinephrine-induced platelet aggregation.11,12 Inositol 1,45-triphosphate receptor regulator during nitric oxide/cyclic GMP modulation of PR.38  PLT and MPV 0.05 1.7 × 10–1 CRP-XL 
12 122216910 rs11553699 0.15 4.2 × 10–35 0.13 0.011 RHOF Variant is associated with serum levels of heparin-binding EGF.39 Small GTPase actin regulator that mediates platelet filopodia formation.40  PLT, MPV, PDW, and PCT 0.06 3.2 × 10–1 CRP-XL 
14 70653758 rs61978213 0.05 2.4 × 10–12 0.12 0.018 SLC8A3 Protein is a sodium/calcium exchanger involved in platelet calcium homeostasis.41 Another variant near gene (rs55784307) is associated with peripheral arterial disease.42,43   0.20 5.9 × 10–2 PAR4 
15 65160392 rs59001897  0.18 6.4 × 109 0.05 0.010 PLEKHO2 Another variant near PLEKHO2 (rs832890) is associated with pulse pressure.44  PLT, MPV, PDW, and PCT 0.15 2.8 × 10–1 ADP 
16 9052989 rs8057254 0.19 2.8 × 109 0.05 0.009 USP7 Inhibition of USP7 blocks collagen-stimulated aggregation.45  PLT, MPV, and PDW 0.10 3.4 × 10–2 CRP-XL 
16 81870969 rs12445050 0.14 5.2 × 10–25 0.11 0.010 PLCG2 Variant associated with VTE46 and CAD.34 Protein is a member of the phospholipase C family and mediates GP6- and αIIbβ3-mediated platelet activation.47  PLT, MPV, and PDW 0.09 1.0 × 10–1 CRP-XL 
17 3819002 rs11078475 0.47 2.5 × 10–10 0.05 0.007 P2RX1 Gene is overexpressed in reticulated platelets.48 Protein is a platelet ATP receptor contributing to platelet granule release.49  PLT and MPV 0.16 1.1 × 10–1 ADP 
19 55538980 rs1654425 0.17 3.7 × 10–22 0.09 0.009 GP6 A variant in strong LD (rs1671152) is associated with collagen-induced platelet aggregation mediated by the surface receptor encoded by GP6.12 The protein is a platelet receptor for the potent activating agonist collagen. PLT, MPV, and PDW 0.89 5.4 × 10–100 CRP-XL 
ChrPositionrsIDRefAltMAFPINTERVALβINTERVALSEINTERVALGeneCommentsCBC associationsβscorePscorePhenotype for βscore
156869047 rs12566888 0.10 5.0 × 10–24 −0.12 0.012 PEAR1 Variant is associated with ADP- and epinephrine-induced platelet aggregation.11,12 Platelet receptor that signals upon platelet-platelet contact in response to and independently of the activation response.26  PLT, MPV, and PDW −0.99 3.2 × 10–8 ADP 
199010721 rs1434282 0.27 1.9 × 10–17 −0.07 0.008 PTPRC Protein regulates GP6-mediated signaling during platelet activation via Src family kinase.27  PLT, MPV, and PCT −0.12 4.5 × 10–3 CRP-XL 
247712303 rs41315846 0.47 1.4 × 10–11 −0.05 0.007 GCSAML Protein identified as a mediator of platelet activation downstream of cAMP/protein kinase A signaling using protein-protein interaction analysis.28  PLT, MPV, PDW, and PCT −0.17 1.1 × 10–3 PAR1 
224874874 rs13412535 0.24 2.2 × 10–10 −0.06 0.009 SERPINE2 Protein is a serine protease inhibitor with activity against the potent platelet activator thrombin.29  MPV 0.07 1.3 × 10–1 CRP-XL 
241510903 rs78909033 0.13 2.5 × 10–11 −0.07 0.010 RNPEPL1  PLT, MPV, PDW, and PCT 0.10 6.6 × 10–2 CRP-XL 
56849749 rs1354034 0.40 1.2 × 10–24 −0.07 0.007 ARHGEF3 Variant is associated with ADP-induced aggregation.14 Guanine nucleotide exchanger for ρA, implicated in platelet production and ADP-mediated platelet activation.30  PLT, MPV, PDW, and PCT −0.64 4.2 × 10–10 ADP 
124340093 rs13067286 0.48 2.2 × 10–11 0.05 0.007 KALRN Protein is a ρ-GTPase activator, activated by ADP receptor signaling in platelets.31 Another variant in KALRN (rs3772800) is associated with the risk of myocardial infarction.32  PLT, MPV, and PDW −0.14 4.9 × 10–3 PAR1 
124366890 rs76445378 0.02 5.8 × 109 −0.17 0.029 KALRN PLT, MPV, and PDW −0.41 8.4 × 10–2 PAR1 
122088890 rs922140 0.40 9.4 × 10–21 0.07 0.007 SNX2  MPV and PCT −0.08 1.3 × 10–1 PAR1 
31322694 rs3819288  0.10 1.2 × 10–12 −0.08 0.012 HLA-B Antigen-presenting major histocompatibility complex class I molecule that mediates alloimmune clearance of circulating platelets.33 Other variants in this region are associated with unstable angina pectoris,34 myocardial infarction, use of antithrombotic agents,35 and rheumatoid arthritis,36 among many other phenotypes. PLT and MPV 0.19 1.8 × 10–3 PAR4 
99234329 rs55665228 0.19 4.0 × 10–11 −0.06 0.009 HABP4  PLT, MPV, PDW, and PCT −0.35 1.2 × 10–2 ADP 
113312231 rs61751937 0.03 9.2 × 10–16 0.17 0.021 SVEP1  Gene recently associated with ADP-induced platelet aggregation using a gene-based approach.15 Extracellular matrix protein that interacts with PEAR1 to activate platelets.37  PLT, MPV, and PDW 1.45 8.2 × 10–6 ADP 
10 121010256 rs10886430 0.14 2.3 × 10–10 0.07 0.011 GRK5 Variant is associated with thrombin-induced platelet aggregation and VTE.10,14 The protein is a serine/threonine kinase GPCR regulator that modulates thrombin-mediated platelet activation.14  PLT, MPV, and PDW 0.90 2.8 × 10–40 PAR1 
11 10711817 rs7123827 0.50 7.2 × 10–10 0.04 0.007 IRAG1 Other variants in this region are associated with ADP- and epinephrine-induced platelet aggregation.11,12 Inositol 1,45-triphosphate receptor regulator during nitric oxide/cyclic GMP modulation of PR.38  PLT and MPV 0.05 1.7 × 10–1 CRP-XL 
12 122216910 rs11553699 0.15 4.2 × 10–35 0.13 0.011 RHOF Variant is associated with serum levels of heparin-binding EGF.39 Small GTPase actin regulator that mediates platelet filopodia formation.40  PLT, MPV, PDW, and PCT 0.06 3.2 × 10–1 CRP-XL 
14 70653758 rs61978213 0.05 2.4 × 10–12 0.12 0.018 SLC8A3 Protein is a sodium/calcium exchanger involved in platelet calcium homeostasis.41 Another variant near gene (rs55784307) is associated with peripheral arterial disease.42,43   0.20 5.9 × 10–2 PAR4 
15 65160392 rs59001897  0.18 6.4 × 109 0.05 0.010 PLEKHO2 Another variant near PLEKHO2 (rs832890) is associated with pulse pressure.44  PLT, MPV, PDW, and PCT 0.15 2.8 × 10–1 ADP 
16 9052989 rs8057254 0.19 2.8 × 109 0.05 0.009 USP7 Inhibition of USP7 blocks collagen-stimulated aggregation.45  PLT, MPV, and PDW 0.10 3.4 × 10–2 CRP-XL 
16 81870969 rs12445050 0.14 5.2 × 10–25 0.11 0.010 PLCG2 Variant associated with VTE46 and CAD.34 Protein is a member of the phospholipase C family and mediates GP6- and αIIbβ3-mediated platelet activation.47  PLT, MPV, and PDW 0.09 1.0 × 10–1 CRP-XL 
17 3819002 rs11078475 0.47 2.5 × 10–10 0.05 0.007 P2RX1 Gene is overexpressed in reticulated platelets.48 Protein is a platelet ATP receptor contributing to platelet granule release.49  PLT and MPV 0.16 1.1 × 10–1 ADP 
19 55538980 rs1654425 0.17 3.7 × 10–22 0.09 0.009 GP6 A variant in strong LD (rs1671152) is associated with collagen-induced platelet aggregation mediated by the surface receptor encoded by GP6.12 The protein is a platelet receptor for the potent activating agonist collagen. PLT, MPV, and PDW 0.89 5.4 × 10–100 CRP-XL 

The first 10 columns show the results of the GWAS of a PR phenotype predicted from Sysmex scattergrams in INTERVAL. The coordinates are given with respect to genome build GRCh37. The subsequent columns include (1) a comment on each gene mapped to the associated single nucleotide polymorphism, (2) a list of CBC trait associations identified previously by GWAS,50 and (3) the effect size and P value corresponding to the PR trait with the smallest P value for association in the PFC and the agonist corresponding to that trait. The bold gene names indicate loci previously associated with a PR phenotype by GWAS analysis (P < 5 × 10–8) or, in the case of SVEP1, by gene-based analysis (P < 10–5). The underlined gene names indicate associations with evidence for replication in partial summary statistics from LTA studies (P < 3 × 10–4).10,15

Alt, alternate allele; ATP, adenosine triphosphate; cAMP, cyclic adenosine monophosphate; Chr, chromosome; EGF, epidermal growth factor; GMP, guanosine monophosphate; GPCR, G protein-coupled receptor; GTP, guanosine triphosphate; MAF, minor allele frequency; MPV, mean platelet volume; PCT, platelet crit; PLT, platelet count; PDW, platelet distribution width; Ref, reference allele; SE, standard error.

Locus previously associated with a PR phenotype by gene-based analysis using the significance threshold P < 10−5.

Because statistics summarizing the associations in the PFC between PR phenotypes and these variants were not available, we identified suitable proxies in the PFC to build a genetic score (supplemental Table 3).

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