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GWAS Study

Whole genome sequence analysis of platelet traits in the NHLBI trans-omics for precision medicine initiative.

Little A, Hu Y, Sun Q et al.

34553764 PubMed ID
GWAS Study Type
97702 Participants
108 Views
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

LA
Little A
HY
Hu Y
SQ
Sun Q
JD
Jain D
BJ
Broome J
CM
Chen MH
TF
Thibord F
MC
McHugh C
SP
Surendran P
BT
Blackwell TW
BJ
Brody JA
BA
Bhan A
CN
Chami N
DV
de Vries PS
EL
Ekunwe L
HN
Heard-Costa N
HB
Hobbs BD
MA
Manichaikul A
MJ
Moon JY
PM
Preuss MH
RK
Ryan K
WZ
Wang Z
WM
Wheeler M
YL
Yanek LR
AG
Abecasis GR
AL
Almasy L
BT
Beaty TH
BL
Becker LC
BJ
Blangero J
BE
Boerwinkle E
BA
Butterworth AS
CH
Choquet H
CA
Correa A
CJ
Curran JE
FN
Faraday N
FM
Fornage M
GD
Glahn DC
HL
Hou L
JE
Jorgenson E
KC
Kooperberg C
LJ
Lewis JP
LD
Lloyd-Jones DM
LR
Loos RJF
MY
Min YI
MB
Mitchell BD
MA
Morrison AC
ND
Nickerson DA
NK
North KE
OJ
O'Connell JR
PN
Pankratz N
PB
Psaty BM
VR
Vasan RS
RS
Rich SS
RJ
Rotter JI
SA
Smith AV
SN
Smith NL
TH
Tang H
TR
Tracy RP
CM
Conomos MP
LC
Laurie CA
MR
Mathias RA
LY
Li Y
AP
Auer PL
TT
Thornton T
RA
Reiner AP
JA
Johnson AD
RL
Raffield LM
Chapter II

Abstract

Summary of the research findings

Platelets play a key role in thrombosis and hemostasis. Platelet count (PLT) and mean platelet volume (MPV) are highly heritable quantitative traits, with hundreds of genetic signals previously identified, mostly in European ancestry populations. We here utilize whole genome sequencing (WGS) from NHLBI's Trans-Omics for Precision Medicine initiative (TOPMed) in a large multi-ethnic sample to further explore common and rare variation contributing to PLT (n = 61 200) and MPV (n = 23 485). We identified and replicated secondary signals at MPL (rs532784633) and PECAM1 (rs73345162), both more common in African ancestry populations. We also observed rare variation in Mendelian platelet-related disorder genes influencing variation in platelet traits in TOPMed cohorts (not enriched for blood disorders). For example, association of GP9 with lower PLT and higher MPV was partly driven by a pathogenic Bernard-Soulier syndrome variant (rs5030764, p.Asn61Ser), and the signals at TUBB1 and CD36 were partly driven by loss of function variants not annotated as pathogenic in ClinVar (rs199948010 and rs571975065). However, residual signal remained for these gene-based signals after adjusting for lead variants, suggesting that additional variants in Mendelian genes with impacts in general population cohorts remain to be identified. Gene-based signals were also identified at several genome-wide association study identified loci for genes not annotated for Mendelian platelet disorders (PTPRH, TET2, CHEK2), with somatic variation driving the result at TET2. These results highlight the value of WGS in populations of diverse genetic ancestry to identify novel regulatory and coding signals, even for well-studied traits like platelet traits.

14,392 African American individuals, 13,985 Hispanic or Latin American individuals, 32,129 European ancestry individuals, 681 East Asian ancestry individuals, 13 individuals

Chapter III

Study Statistics

Key metrics and study information

97702
Total Participants
GWAS
Study Type
Yes
Replicated
10,664 individuals, 10,694 African American individuals, 7,287 Hispanic or Latin American individuals, 7,857 African ancestry individuals
Replication Participants
African American or Afro-Caribbean, Hispanic or Latin American, European, East Asian, African unspecified
Ancestry
U.S., U.K.
Recruitment Country
Chapter IV

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