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GWAS Study

Genome Analyses of >200,000 Individuals Identify 58 Loci for Chronic Inflammation and Highlight Pathways that Link Inflammation and Complex Disorders.

Ligthart S, Vaez A, Võsa U et al.

30388399 PubMed ID
GWAS Study Type
204402 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

LS
Ligthart S
VA
Vaez A
VU
Võsa U
SM
Stathopoulou MG
DV
de Vries PS
PB
Prins BP
VD
Van der Most PJ
TT
Tanaka T
NE
Naderi E
RL
Rose LM
WY
Wu Y
KR
Karlsson R
BM
Barbalic M
LH
Lin H
PR
Pool R
ZG
Zhu G
MA
Macé A
SC
Sidore C
TS
Trompet S
MM
Mangino M
SM
Sabater-Lleal M
KJ
Kemp JP
AA
Abbasi A
KT
Kacprowski T
VN
Verweij N
SA
Smith AV
HT
Huang T
MC
Marzi C
FM
Feitosa MF
LK
Lohman KK
KM
Kleber ME
MY
Milaneschi Y
MC
Mueller C
HM
Huq M
VE
Vlachopoulou E
LL
Lyytikäinen LP
OC
Oldmeadow C
DJ
Deelen J
PM
Perola M
ZJ
Zhao JH
FB
Feenstra B
AM
Amini M
LJ
Lahti J
SK
Schraut KE
FM
Fornage M
SB
Suktitipat B
CW
Chen WM
LX
Li X
NT
Nutile T
MG
Malerba G
LJ
Luan J
BT
Bak T
SN
Schork N
DG
Del Greco M F
TE
Thiering E
MA
Mahajan A
MR
Marioni RE
ME
Mihailov E
EJ
Eriksson J
OA
Ozel AB
ZW
Zhang W
NM
Nethander M
CY
Cheng YC
AS
Aslibekyan S
AW
Ang W
GI
Gandin I
YL
Yengo L
PL
Portas L
KC
Kooperberg C
HE
Hofer E
RK
Rajan KB
SC
Schurmann C
DH
den Hollander W
AT
Ahluwalia TS
ZJ
Zhao J
DH
Draisma HHM
FI
Ford I
TN
Timpson N
TA
Teumer A
HH
Huang H
WS
Wahl S
LY
Liu Y
HJ
Huang J
UH
Uh HW
GF
Geller F
JP
Joshi PK
YL
Yanek LR
TE
Trabetti E
LB
Lehne B
VD
Vozzi D
VM
Verbanck M
BG
Biino G
SY
Saba Y
MI
Meulenbelt I
OJ
O'Connell JR
LM
Laakso M
GF
Giulianini F
MP
Magnusson PKE
BC
Ballantyne CM
HJ
Hottenga JJ
MG
Montgomery GW
RF
Rivadineira F
RR
Rueedi R
SM
Steri M
HK
Herzig KH
SD
Stott DJ
MC
Menni C
FM
Frånberg M
SP
St Pourcain B
FS
Felix SB
PT
Pers TH
BS
Bakker SJL
KP
Kraft P
PA
Peters A
VD
Vaidya D
DG
Delgado G
SJ
Smit JH
GV
Großmann V
SJ
Sinisalo J
SI
Seppälä I
WS
Williams SR
HE
Holliday EG
MM
Moed M
LC
Langenberg C
RK
Räikkönen K
DJ
Ding J
CH
Campbell H
SM
Sale MM
CY
Chen YI
JA
James AL
RD
Ruggiero D
SN
Soranzo N
HC
Hartman CA
SE
Smith EN
BG
Berenson GS
FC
Fuchsberger C
HD
Hernandez D
TC
Tiesler CMT
GV
Giedraitis V
LD
Liewald D
FK
Fischer K
MD
Mellström D
LA
Larsson A
WY
Wang Y
SW
Scott WR
LM
Lorentzon M
BJ
Beilby J
RK
Ryan KA
PC
Pennell CE
VD
Vuckovic D
BB
Balkau B
CM
Concas MP
SR
Schmidt R
MD
Mendes de Leon CF
BE
Bottinger EP
KM
Kloppenburg M
PL
Paternoster L
BM
Boehnke M
MA
Musk AW
WG
Willemsen G
ED
Evans DM
MP
Madden PAF
KM
Kähönen M
KZ
Kutalik Z
ZM
Zoledziewska M
KV
Karhunen V
KS
Kritchevsky SB
SN
Sattar N
LG
Lachance G
CR
Clarke R
HT
Harris TB
RO
Raitakari OT
AJ
Attia JR
VH
van Heemst D
KE
Kajantie E
SR
Sorice R
GG
Gambaro G
SR
Scott RA
HA
Hicks AA
FL
Ferrucci L
SM
Standl M
LC
Lindgren CM
SJ
Starr JM
KM
Karlsson M
LL
Lind L
LJ
Li JZ
CJ
Chambers JC
MT
Mori TA
DG
de Geus EJCN
HA
Heath AC
MN
Martin NG
AJ
Auvinen J
BB
Buckley BM
DC
de Craen AJM
WM
Waldenberger M
SK
Strauch K
MT
Meitinger T
SR
Scott RJ
MM
McEvoy M
BM
Beekman M
BC
Bombieri C
RP
Ridker PM
MK
Mohlke KL
PN
Pedersen NL
MA
Morrison AC
BD
Boomsma DI
WJ
Whitfield JB
SD
Strachan DP
HA
Hofman A
VP
Vollenweider P
CF
Cucca F
JM
Jarvelin MR
JJ
Jukema JW
ST
Spector TD
HA
Hamsten A
ZT
Zeller T
UA
Uitterlinden AG
NM
Nauck M
GV
Gudnason V
QL
Qi L
GH
Grallert H
BI
Borecki IB
RJ
Rotter JI
MW
März W
WP
Wild PS
LM
Lokki ML
BM
Boyle M
SV
Salomaa V
MM
Melbye M
EJ
Eriksson JG
WJ
Wilson JF
PB
Penninx BWJH
BD
Becker DM
WB
Worrall BB
GG
Gibson G
KR
Krauss RM
CM
Ciullo M
ZG
Zaza G
WN
Wareham NJ
OA
Oldehinkel AJ
PL
Palmer LJ
MS
Murray SS
PP
Pramstaller PP
BS
Bandinelli S
HJ
Heinrich J
IE
Ingelsson E
DI
Deary IJ
MR
Mägi R
VL
Vandenput L
VD
van der Harst P
DK
Desch KC
KJ
Kooner JS
OC
Ohlsson C
HC
Hayward C
LT
Lehtimäki T
SA
Shuldiner AR
AD
Arnett DK
BL
Beilin LJ
RA
Robino A
FP
Froguel P
PM
Pirastu M
JT
Jess T
KW
Koenig W
LR
Loos RJF
ED
Evans DA
SH
Schmidt H
SG
Smith GD
SP
Slagboom PE
EG
Eiriksdottir G
MA
Morris AP
PB
Psaty BM
TR
Tracy RP
NI
Nolte IM
BE
Boerwinkle E
VS
Visvikis-Siest S
RA
Reiner AP
GM
Gross M
BJ
Bis JC
FL
Franke L
FO
Franco OH
BE
Benjamin EJ
CD
Chasman DI
DJ
Dupuis J
SH
Snieder H
DA
Dehghan A
AB
Alizadeh BZ
Chapter II

Abstract

Summary of the research findings

C-reactive protein (CRP) is a sensitive biomarker of chronic low-grade inflammation and is associated with multiple complex diseases. The genetic determinants of chronic inflammation remain largely unknown, and the causal role of CRP in several clinical outcomes is debated. We performed two genome-wide association studies (GWASs), on HapMap and 1000 Genomes imputed data, of circulating amounts of CRP by using data from 88 studies comprising 204,402 European individuals. Additionally, we performed in silico functional analyses and Mendelian randomization analyses with several clinical outcomes. The GWAS meta-analyses of CRP revealed 58 distinct genetic loci (p < 5 × 10-8). After adjustment for body mass index in the regression analysis, the associations at all except three loci remained. The lead variants at the distinct loci explained up to 7.0% of the variance in circulating amounts of CRP. We identified 66 gene sets that were organized in two substantially correlated clusters, one mainly composed of immune pathways and the other characterized by metabolic pathways in the liver. Mendelian randomization analyses revealed a causal protective effect of CRP on schizophrenia and a risk-increasing effect on bipolar disorder. Our findings provide further insights into the biology of inflammation and could lead to interventions for treating inflammation and its clinical consequences.

up to 92,771 European ancestry males, up to 113,387 European ancestry females

Chapter III

Study Statistics

Key metrics and study information

204402
Total Participants
GWAS
Study Type
No
Replicated
European
Ancestry
U.S., Australia, Austria, France, Germany, Netherlands, Switzerland, China, Denmark, Finland, Iceland, Sweden, U.K., Croatia, Italy, Canada, Estonia
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.