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GWAS Study

Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals.

Surendran P, Feofanova EV, Lahrouchi N et al.

33230300 PubMed ID
GWAS Study Type
810865 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

SP
Surendran P
FE
Feofanova EV
LN
Lahrouchi N
NI
Ntalla I
KS
Karthikeyan S
CJ
Cook J
CL
Chen L
MB
Mifsud B
YC
Yao C
KA
Kraja AT
CJ
Cartwright JH
HJ
Hellwege JN
GA
Giri A
TV
Tragante V
TG
Thorleifsson G
LD
Liu DJ
PB
Prins BP
SI
Stewart ID
CC
Cabrera CP
EJ
Eales JM
AA
Akbarov A
AP
Auer PL
BL
Bielak LF
BJ
Bis JC
BV
Braithwaite VS
BJ
Brody JA
DE
Daw EW
WH
Warren HR
DF
Drenos F
NS
Nielsen SF
FJ
Faul JD
FE
Fauman EB
FC
Fava C
FT
Ferreira T
FC
Foley CN
FN
Franceschini N
GH
Gao H
GO
Giannakopoulou O
GF
Giulianini F
GD
Gudbjartsson DF
GX
Guo X
HS
Harris SE
HA
Havulinna AS
HA
Helgadottir A
HJ
Huffman JE
HS
Hwang SJ
KS
Kanoni S
KJ
Kontto J
LM
Larson MG
LR
Li-Gao R
LJ
Lindström J
LL
Lotta LA
LY
Lu Y
LJ
Luan J
MA
Mahajan A
MG
Malerba G
MN
Masca NGD
MH
Mei H
MC
Menni C
MD
Mook-Kanamori DO
MD
Mosen-Ansorena D
MM
Müller-Nurasyid M
PG
Paré G
PD
Paul DS
PM
Perola M
PA
Poveda A
RR
Rauramaa R
RM
Richard M
RT
Richardson TG
SN
Sepúlveda N
SX
Sim X
SA
Smith AV
SJ
Smith JA
SJ
Staley JR
SA
Stanáková A
SP
Sulem P
TS
Thériault S
TU
Thorsteinsdottir U
TS
Trompet S
VT
Varga TV
VE
Velez Edwards DR
VG
Veronesi G
WS
Weiss S
WS
Willems SM
YJ
Yao J
YR
Young R
YB
Yu B
ZW
Zhang W
ZJ
Zhao JH
ZW
Zhao W
ZW
Zhao W
EE
Evangelou E
AS
Aeschbacher S
AE
Asllanaj E
BS
Blankenberg S
BL
Bonnycastle LL
BJ
Bork-Jensen J
BI
Brandslund I
BP
Braund PS
BS
Burgess S
CK
Cho K
CC
Christensen C
CJ
Connell J
MR
Mutsert R
DA
Dominiczak AF
DM
Dörr M
EG
Eiriksdottir G
FA
Farmaki AE
GJ
Gaziano JM
GN
Grarup N
GM
Grove ML
HG
Hallmans G
HT
Hansen T
HC
Have CT
HG
Heiss G
JM
Jørgensen ME
JP
Jousilahti P
KE
Kajantie E
KM
Kamat M
KA
Käräjämäki A
KF
Karpe F
KH
Koistinen HA
KC
Kovesdy CP
KK
Kuulasmaa K
LT
Laatikainen T
LL
Lannfelt L
LI
Lee IT
LW
Lee WJ
LA
Linneberg A
ML
Martin LW
MM
Moitry M
NG
Nadkarni G
NM
Neville MJ
PC
Palmer CNA
PG
Papanicolaou GJ
PO
Pedersen O
PJ
Peters J
PN
Poulter N
RA
Rasheed A
RK
Rasmussen KL
RN
Rayner NW
MR
Mägi R
RF
Renström F
RR
Rettig R
RJ
Rossouw J
SP
Schreiner PJ
SP
Sever PS
SE
Sigurdsson EL
ST
Skaaby T
SY
Sun YV
SJ
Sundstrom J
TG
Thorgeirsson G
ET
Esko T
TE
Trabetti E
TP
Tsao PS
TT
Tuomi T
TS
Turner ST
TI
Tzoulaki I
VI
Vaartjes I
VA
Vergnaud AC
WC
Willer CJ
WP
Wilson PWF
WD
Witte DR
YE
Yonova-Doing E
ZH
Zhang H
AN
Aliya N
AP
Almgren P
AP
Amouyel P
AF
Asselbergs FW
BM
Barnes MR
BA
Blakemore AI
BM
Boehnke M
BM
Bots ML
BE
Bottinger EP
BJ
Buring JE
CJ
Chambers JC
CY
Chen YI
CR
Chowdhury R
CD
Conen D
CA
Correa A
DS
Davey Smith G
BR
Boer RA
DI
Deary IJ
DG
Dedoussis G
DP
Deloukas P
DA
Di Angelantonio E
EP
Elliott P
FS
Felix SB
FJ
Ferrières J
FI
Ford I
FM
Fornage M
FP
Franks PW
FS
Franks S
FP
Frossard P
GG
Gambaro G
GT
Gaunt TR
GL
Groop L
GV
Gudnason V
HT
Harris TB
HC
Hayward C
HB
Hennig BJ
HK
Herzig KH
IE
Ingelsson E
TJ
Tuomilehto J
JM
Järvelin MR
JJ
Jukema JW
KS
Kardia SLR
KF
Kee F
KJ
Kooner JS
KC
Kooperberg C
LL
Launer LJ
LL
Lind L
LR
Loos RJF
MA
Majumder AAS
LM
Laakso M
MM
McCarthy MI
MO
Melander O
MK
Mohlke KL
MA
Murray AD
NB
Nordestgaard BG
OM
Orho-Melander M
PC
Packard CJ
PS
Padmanabhan S
PW
Palmas W
PO
Polasek O
PD
Porteous DJ
PA
Prentice AM
PM
Province MA
RC
Relton CL
RK
Rice K
RP
Ridker PM
RO
Rolandsson O
RF
Rosendaal FR
RJ
Rotter JI
RI
Rudan I
SV
Salomaa V
SN
Samani NJ
SN
Sattar N
SW
Sheu WH
SB
Smith BH
SN
Soranzo N
ST
Spector TD
SJ
Starr JM
SS
Sebert S
TK
Taylor KD
LT
Lakka TA
TN
Timpson NJ
TM
Tobin MD
VD
van der Harst P
VD
van der Meer P
RV
Ramachandran VS
VN
Verweij N
VJ
Virtamo J
VU
Völker U
WD
Weir DR
ZE
Zeggini E
CF
Charchar FJ
WN
Wareham NJ
LC
Langenberg C
TM
Tomaszewski M
BA
Butterworth AS
CM
Caulfield MJ
DJ
Danesh J
ET
Edwards TL
HH
Holm H
HA
Hung AM
LC
Lindgren CM
LC
Liu C
MA
Manning AK
MA
Morris AP
MA
Morrison AC
OC
O'Donnell CJ
PB
Psaty BM
SD
Saleheen D
SK
Stefansson K
BE
Boerwinkle E
CD
Chasman DI
LD
Levy D
NC
Newton-Cheh C
MP
Munroe PB
HJ
Howson JMM
Chapter II

Abstract

Summary of the research findings

Genetic studies of blood pressure (BP) to date have mainly analyzed common variants (minor allele frequency > 0.05). In a meta-analysis of up to ~1.3 million participants, we discovered 106 new BP-associated genomic regions and 87 rare (minor allele frequency ≤ 0.01) variant BP associations (P < 5 × 10-8), of which 32 were in new BP-associated loci and 55 were independent BP-associated single-nucleotide variants within known BP-associated regions. Average effects of rare variants (44% coding) were ~8 times larger than common variant effects and indicate potential candidate causal genes at new and known loci (for example, GATA5 and PLCB3). BP-associated variants (including rare and common) were enriched in regions of active chromatin in fetal tissues, potentially linking fetal development with BP regulation in later life. Multivariable Mendelian randomization suggested possible inverse effects of elevated systolic and diastolic BP on large artery stroke. Our study demonstrates the utility of rare-variant analyses for identifying candidate genes and the results highlight potential therapeutic targets.

810,865 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

810865
Total Participants
GWAS
Study Type
No
Replicated
European, African American or Afro-Caribbean, South Asian, Hispanic or Latin American, Native American, East Asian
Ancestry
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.