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GWAS Study

Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis.

Kanoni S, Graham SE, Wang Y et al.

36575460 PubMed ID
GWAS Study Type
1545519 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

KS
Kanoni S
GS
Graham SE
WY
Wang Y
SI
Surakka I
RS
Ramdas S
ZX
Zhu X
CS
Clarke SL
BK
Bhatti KF
VS
Vedantam S
WT
Winkler TW
LA
Locke AE
ME
Marouli E
ZG
Zajac GJM
WK
Wu KH
NI
Ntalla I
HQ
Hui Q
KD
Klarin D
HA
Hilliard AT
WZ
Wang Z
XC
Xue C
TG
Thorleifsson G
HA
Helgadottir A
GD
Gudbjartsson DF
HH
Holm H
OI
Olafsson I
HM
Hwang MY
HS
Han S
AM
Akiyama M
SS
Sakaue S
TC
Terao C
KM
Kanai M
ZW
Zhou W
BB
Brumpton BM
RH
Rasheed H
HA
Havulinna AS
VY
Veturi Y
PJ
Pacheco JA
RE
Rosenthal EA
LT
Lingren T
FQ
Feng Q
KI
Kullo IJ
NA
Narita A
TJ
Takayama J
MH
Martin HC
HK
Hunt KA
TB
Trivedi B
HJ
Haessler J
GF
Giulianini F
BY
Bradford Y
MJ
Miller JE
CA
Campbell A
LK
Lin K
MI
Millwood IY
RA
Rasheed A
HG
Hindy G
FJ
Faul JD
ZW
Zhao W
WD
Weir DR
TC
Turman C
HH
Huang H
GM
Graff M
CA
Choudhury A
SD
Sengupta D
MA
Mahajan A
BM
Brown MR
ZW
Zhang W
YK
Yu K
SE
Schmidt EM
PA
Pandit A
GS
Gustafsson S
YX
Yin X
LJ
Luan J
ZJ
Zhao JH
MF
Matsuda F
JH
Jang HM
YK
Yoon K
MC
Medina-Gomez C
PA
Pitsillides A
HJ
Hottenga JJ
WA
Wood AR
JY
Ji Y
GZ
Gao Z
HS
Haworth S
YN
Yousri NA
MR
Mitchell RE
CJ
Chai JF
AM
Aadahl M
BA
Bjerregaard AA
YJ
Yao J
MA
Manichaikul A
HC
Hwu CM
HY
Hung YJ
WH
Warren HR
RJ
Ramirez J
BJ
Bork-Jensen J
KL
Kårhus LL
GA
Goel A
SM
Sabater-Lleal M
NR
Noordam R
MP
Mauro P
MF
Matteo F
MA
McDaid AF
MP
Marques-Vidal P
WM
Wielscher M
TS
Trompet S
SN
Sattar N
ML
Møllehave LT
MM
Munz M
ZL
Zeng L
HJ
Huang J
YB
Yang B
PA
Poveda A
KA
Kurbasic A
LC
Lamina C
FL
Forer L
SM
Scholz M
GT
Galesloot TE
BJ
Bradfield JP
RS
Ruotsalainen SE
DE
Daw E
ZJ
Zmuda JM
MJ
Mitchell JS
FC
Fuchsberger C
CH
Christensen H
BJ
Brody JA
VM
Vazquez-Moreno M
FM
Feitosa MF
WM
Wojczynski MK
WZ
Wang Z
PM
Preuss MH
MM
Mangino M
CP
Christofidou P
VN
Verweij N
BJ
Benjamins JW
EJ
Engmann J
TN
Tsao NL
VA
Verma A
SR
Slieker RC
LK
Lo KS
ZN
Zilhao NR
LP
Le P
KM
Kleber ME
DG
Delgado GE
HS
Huo S
ID
Ikeda DD
IH
Iha H
YJ
Yang J
LJ
Liu J
DA
Demirkan A
LH
Leonard HL
MJ
Marten J
FM
Frank M
SB
Schmidt B
SL
Smyth LJ
CM
Cañadas-Garre M
WC
Wang C
NM
Nakatochi M
WA
Wong A
HN
Hutri-Kähönen N
SX
Sim X
XR
Xia R
HA
Huerta-Chagoya A
FJ
Fernandez-Lopez JC
LV
Lyssenko V
NS
Nongmaithem SS
BS
Bayyana S
SH
Stringham HM
IM
Irvin MR
OC
Oldmeadow C
KH
Kim HN
RS
Ryu S
TP
Timmers PRHJ
AL
Arbeeva L
DR
Dorajoo R
LL
Lange LA
PG
Prasad G
LL
Lorés-Motta L
PM
Pauper M
LJ
Long J
LX
Li X
TE
Theusch E
TF
Takeuchi F
SC
Spracklen CN
LA
Loukola A
BS
Bollepalli S
WS
Warner SC
WY
Wang YX
WW
Wei WB
NT
Nutile T
RD
Ruggiero D
SY
Sung YJ
CS
Chen S
LF
Liu F
YJ
Yang J
KK
Kentistou KA
BB
Banas B
NG
Nardone GG
MK
Meidtner K
BL
Bielak LF
SJ
Smith JA
HP
Hebbar P
FA
Farmaki AE
HE
Hofer E
LM
Lin M
CM
Concas MP
VS
Vaccargiu S
VD
van der Most PJ
PN
Pitkänen N
CB
Cade BE
VD
van der Laan SW
CK
Chitrala KN
WS
Weiss S
BA
Bentley AR
DA
Doumatey AP
AA
Adeyemo AA
LJ
Lee JY
PE
Petersen ERB
NA
Nielsen AA
CH
Choi HS
NM
Nethander M
FS
Freitag-Wolf S
SL
Southam L
RN
Rayner NW
WC
Wang CA
LS
Lin SY
WJ
Wang JS
CC
Couture C
LL
Lyytikäinen LP
NK
Nikus K
CG
Cuellar-Partida G
VH
Vestergaard H
HB
Hidalgo B
GO
Giannakopoulou O
CQ
Cai Q
OM
Obura MO
VS
van Setten J
LX
Li X
LJ
Liang J
TH
Tang H
TN
Terzikhan N
SJ
Shin JH
JR
Jackson RD
RA
Reiner AP
ML
Martin LW
CZ
Chen Z
LL
Li L
KT
Kawaguchi T
TJ
Thiery J
BJ
Bis JC
LL
Launer LJ
LH
Li H
NM
Nalls MA
RO
Raitakari OT
IS
Ichihara S
WS
Wild SH
NC
Nelson CP
CH
Campbell H
JS
Jäger S
NT
Nabika T
AF
Al-Mulla F
NH
Niinikoski H
BP
Braund PS
KI
Kolcic I
KP
Kovacs P
GT
Giardoglou T
KT
Katsuya T
DK
de Kleijn D
DB
de Borst GJ
KE
Kim EK
AH
Adams HHH
IM
Ikram MA
ZX
Zhu X
AF
Asselbergs FW
KA
Kraaijeveld AO
BJ
Beulens JWJ
SX
Shu XO
RL
Rallidis LS
PO
Pedersen O
HT
Hansen T
MP
Mitchell P
HA
Hewitt AW
KM
Kähönen M
PL
Pérusse L
BC
Bouchard C
TA
Tönjes A
CY
Chen YI
PC
Pennell CE
MT
Mori TA
LW
Lieb W
FA
Franke A
OC
Ohlsson C
MD
Mellström D
CY
Cho YS
LH
Lee H
YJ
Yuan JM
KW
Koh WP
RS
Rhee SY
WJ
Woo JT
HI
Heid IM
SK
Stark KJ
ZM
Zimmermann ME
VH
Völzke H
HG
Homuth G
EM
Evans MK
ZA
Zonderman AB
PO
Polasek O
PG
Pasterkamp G
HI
Hoefer IE
RS
Redline S
PK
Pahkala K
OA
Oldehinkel AJ
SH
Snieder H
BG
Biino G
SR
Schmidt R
SH
Schmidt H
BS
Bandinelli S
DG
Dedoussis G
TT
Thanaraj TA
KS
Kardia SLR
PP
Peyser PA
KN
Kato N
SM
Schulze MB
GG
Girotto G
BC
Böger CA
JB
Jung B
JP
Joshi PK
BD
Bennett DA
DJ
De Jager PL
LX
Lu X
MV
Mamakou V
BM
Brown M
CM
Caulfield MJ
MP
Munroe PB
GX
Guo X
CM
Ciullo M
JJ
Jonas JB
SN
Samani NJ
KJ
Kaprio J
PP
Pajukanta P
TT
Tusié-Luna T
AC
Aguilar-Salinas CA
AL
Adair LS
BS
Bechayda SA
DS
de Silva HJ
WA
Wickremasinghe AR
KR
Krauss RM
WJ
Wu JY
ZW
Zheng W
HA
Hollander AI
BD
Bharadwaj D
CA
Correa A
WJ
Wilson JG
LL
Lind L
HC
Heng CK
NA
Nelson AE
GY
Golightly YM
WJ
Wilson JF
PB
Penninx B
KH
Kim HL
AJ
Attia J
SR
Scott RJ
RD
Rao DC
AD
Arnett DK
HS
Hunt SC
WM
Walker M
KH
Koistinen HA
CG
Chandak GR
MJ
Mercader JM
CM
Costanzo MC
JD
Jang D
BN
Burtt NP
VC
Villalpando CG
OL
Orozco L
FM
Fornage M
TE
Tai E
VD
van Dam RM
LT
Lehtimäki T
CN
Chaturvedi N
YM
Yokota M
LJ
Liu J
RD
Reilly DF
MA
McKnight AJ
KF
Kee F
JK
Jöckel KH
MM
McCarthy MI
PC
Palmer CNA
VV
Vitart V
HC
Hayward C
SE
Simonsick E
VD
van Duijn CM
JZ
Jin ZB
QJ
Qu J
HH
Hishigaki H
LX
Lin X
MW
März W
GV
Gudnason V
TJ
Tardif JC
LG
Lettre G
HL
Hart LM'
EP
Elders PJM
DS
Damrauer SM
KM
Kumari M
KM
Kivimaki M
VD
van der Harst P
ST
Spector TD
LR
Loos RJF
PM
Province MA
PE
Parra EJ
CM
Cruz M
PB
Psaty BM
BI
Brandslund I
PP
Pramstaller PP
RC
Rotimi CN
CK
Christensen K
RS
Ripatti S
WE
Widén E
HH
Hakonarson H
GS
Grant SFA
KL
Kiemeney LALM
DG
de Graaf J
LM
Loeffler M
KF
Kronenberg F
GD
Gu D
EJ
Erdmann J
SH
Schunkert H
FP
Franks PW
LA
Linneberg A
JJ
Jukema JW
KA
Khera AV
MM
Männikkö M
JM
Jarvelin MR
KZ
Kutalik Z
FC
Francesco C
MD
Mook-Kanamori DO
VD
van Dijk KW
WH
Watkins H
SD
Strachan DP
GN
Grarup N
SP
Sever P
PN
Poulter N
CL
Chuang LM
RJ
Rotter JI
DT
Dantoft TM
KF
Karpe F
NM
Neville MJ
TN
Timpson NJ
CC
Cheng CY
WT
Wong TY
KC
Khor CC
LH
Li H
SC
Sabanayagam C
PA
Peters A
GC
Gieger C
HA
Hattersley AT
PN
Pedersen NL
MP
Magnusson PKE
BD
Boomsma DI
WA
Willemsen AHM
CL
Cupples L
VM
van Meurs JBJ
GM
Ghanbari M
GP
Gordon-Larsen P
HW
Huang W
KY
Kim YJ
TY
Tabara Y
WN
Wareham NJ
LC
Langenberg C
ZE
Zeggini E
KJ
Kuusisto J
LM
Laakso M
IE
Ingelsson E
AG
Abecasis G
CJ
Chambers JC
KJ
Kooner JS
DV
de Vries PS
MA
Morrison AC
HS
Hazelhurst S
RM
Ramsay M
NK
North KE
DM
Daviglus M
KP
Kraft P
MN
Martin NG
WJ
Whitfield JB
AS
Abbas S
SD
Saleheen D
WR
Walters RG
HM
Holmes MV
BC
Black C
SB
Smith BH
BA
Baras A
JA
Justice AE
BJ
Buring JE
RP
Ridker PM
CD
Chasman DI
KC
Kooperberg C
TG
Tamiya G
YM
Yamamoto M
VH
van Heel DA
TR
Trembath RC
WW
Wei WQ
JG
Jarvik GP
NB
Namjou B
HM
Hayes MG
RM
Ritchie MD
JP
Jousilahti P
SV
Salomaa V
HK
Hveem K
ÅB
Åsvold BO
KM
Kubo M
KY
Kamatani Y
OY
Okada Y
MY
Murakami Y
KB
Kim BJ
TU
Thorsteinsdottir U
SK
Stefansson K
ZJ
Zhang J
CY
Chen Y
HY
Ho YL
LJ
Lynch JA
RD
Rader DJ
TP
Tsao PS
CK
Chang KM
CK
Cho K
OC
O'Donnell CJ
GJ
Gaziano JM
WP
Wilson PWF
FT
Frayling TM
HJ
Hirschhorn JN
KS
Kathiresan S
MK
Mohlke KL
SY
Sun YV
MA
Morris AP
BM
Boehnke M
BC
Brown CD
NP
Natarajan P
DP
Deloukas P
WC
Willer CJ
AT
Assimes TL
PG
Peloso GM
Chapter II

Abstract

Summary of the research findings

Genetic variants within nearly 1000 loci are known to contribute to modulation of blood lipid levels. However, the biological pathways underlying these associations are frequently unknown, limiting understanding of these findings and hindering downstream translational efforts such as drug target discovery.

1,238,180 European, East Asian, Hispanic, admixed African or South Asian ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

1545519
Total Participants
GWAS
Study Type
Yes
Replicated
1,236 Arab ancestry individuals, 4,362 Asian ancestry individuals, 8,205 Hispanic individuals, 10,657 African ancestry individuals, 22,967 African American individuals, 28,290 South Asian ancestry individuals, 71,410 European ancestry individuals, 160,212 East Asian ancestry individuals
Replication Participants
Greater Middle Eastern (Middle Eastern, North African or Persian), Asian unspecified, Hispanic or Latin American, African unspecified, African American or Afro-Caribbean, South Asian, European, East Asian, European, East Asian, Hispanic or Latin American, Other admixed ancestry, South Asian
Ancestry
Kuwait, U.S.
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

Important Disclaimer: This review has been performed semi-automatically and is provided for informational purposes only. While we strive for accuracy, this analysis may contain errors, omissions, or misinterpretations of the original research. DNA Genics disclaims all liability for any inaccuracies, errors, or consequences arising from the use of this information. Users should independently verify all information and consult original research publications before making any decisions based on this content. This analysis is not intended as a substitute for professional scientific review or medical advice.

Analysis In Progress

Our analysis of this publication is currently being prepared. Please check back soon for comprehensive insights into the health and genetic findings discussed in this research.