TY - JOUR
T1 - Genome Analyses of >200,000 Individuals Identify 58 Loci for Chronic Inflammation and Highlight Pathways that Link Inflammation and Complex Disorders
AU - LifeLines Cohort Study
AU - CHARGE Inflammation Working Group
AU - Ligthart, Symen
AU - Vaez, Ahmad
AU - Võsa, Urmo
AU - Stathopoulou, Maria G.
AU - de Vries, Paul S.
AU - Prins, Bram P.
AU - Van der Most, Peter J.
AU - Tanaka, Toshiko
AU - Naderi, Elnaz
AU - Rose, Lynda M.
AU - Wu, Ying
AU - Karlsson, Robert
AU - Barbalic, Maja
AU - Lin, Honghuang
AU - Pool, René
AU - Zhu, Gu
AU - Macé, Aurélien
AU - Sidore, Carlo
AU - Trompet, Stella
AU - Mangino, Massimo
AU - Sabater-Lleal, Maria
AU - Kemp, John P.
AU - Abbasi, Ali
AU - Kacprowski, Tim
AU - Verweij, Niek
AU - Smith, Albert V.
AU - Huang, Tao
AU - Marzi, Carola
AU - Feitosa, Mary F.
AU - Lohman, Kurt K.
AU - Kleber, Marcus E.
AU - Milaneschi, Yuri
AU - Mueller, Christian
AU - Huq, Mahmudul
AU - Vlachopoulou, Efthymia
AU - Lyytikäinen, Leo Pekka
AU - Oldmeadow, Christopher
AU - Deelen, Joris
AU - Perola, Markus
AU - Zhao, Jing Hua
AU - Feenstra, Bjarke
AU - Alizadeh, Behrooz Z.
AU - Boezen, H. Marike
AU - Franke, Lude
AU - van der Harst, Pim
AU - Navis, Gerjan
AU - Rots, Marianne
AU - Snieder, Harold
AU - Swertz, Morris
AU - Wolffenbuttel, Bruce H.R.
AU - Wijmenga, Cisca
AU - Amini, Marzyeh
AU - Benjamin, Emelia
AU - Chasman, Daniel I.
AU - Dehghan, Abbas
AU - Ahluwalia, Tarunveer Singh
AU - Meigs, James
AU - Tracy, Russell
AU - Alizadeh, Behrooz Z.
AU - Ligthart, Symen
AU - Bis, Josh
AU - Eiriksdottir, Gudny
AU - Pankratz, Nathan
AU - Gross, Myron
AU - Rainer, Alex
AU - Snieder, Harold
AU - Wilson, James G.
AU - Psaty, Bruce M.
AU - Dupuis, Josee
AU - Prins, Bram
AU - Vaso, Urmo
AU - Stathopoulou, Maria
AU - Franke, Lude
AU - Lehtimäki, Terho
AU - Koenig, Wolfgang
AU - Jamshidi, Yalda
AU - Siest, Sophie
AU - Abbasi, Ali
AU - Uitterlinden, André G.
AU - Abdollahi, Mohammadreza
AU - Schnabel, Renate
AU - Schick, Ursula M.
AU - Nolte, Ilja M.
AU - Kraja, Aldi
AU - Hsu, Yi Hsiang
AU - Tylee, Daniel S.
AU - Zwicker, Alyson
AU - Uher, Rudolf
AU - Davey-Smith, George
AU - Morrison, Alanna C.
AU - Hicks, Andrew
AU - van Duijn, Cornelia M.
AU - Ward-Caviness, Cavin
AU - Boerwinkle, Eric
AU - Rotter, J.
AU - Rice, Ken
AU - Lange, Leslie
AU - Perola, Markus
AU - de Geus, Eco
AU - Morris, Andrew P.
AU - Makela, Kari Matti
AU - Stacey, David
AU - Eriksson, Johan
AU - Frayling, Tim M.
AU - Slagboom, Eline P.
AU - Lahti, Jari
AU - Schraut, Katharina E.
AU - Fornage, Myriam
AU - Suktitipat, Bhoom
AU - Chen, Wei Min
AU - Li, Xiaohui
AU - Nutile, Teresa
AU - Malerba, Giovanni
AU - Luan, Jian'an
AU - Bak, Tom
AU - Schork, Nicholas
AU - Del Greco M., Fabiola
AU - Thiering, Elisabeth
AU - Mahajan, Anubha
AU - Marioni, Riccardo E.
AU - Mihailov, Evelin
AU - Eriksson, Joel
AU - Ozel, Ayse Bilge
AU - Zhang, Weihua
AU - Nethander, Maria
AU - Cheng, Yu Ching
AU - Aslibekyan, Stella
AU - Ang, Wei
AU - Gandin, Ilaria
AU - Yengo, Loïc
AU - Portas, Laura
AU - Kooperberg, Charles
AU - Hofer, Edith
AU - Rajan, Kumar B.
AU - Schurmann, Claudia
AU - den Hollander, Wouter
AU - Ahluwalia, Tarunveer S.
AU - Zhao, Jing
AU - Draisma, Harmen H.M.
AU - Ford, Ian
AU - Timpson, Nicholas
AU - Teumer, Alexander
AU - Huang, Hongyan
AU - Wahl, Simone
AU - Liu, Yong Mei
AU - Huang, Jie
AU - Uh, Hae Won
AU - Geller, Frank
AU - Joshi, Peter K.
AU - Yanek, Lisa R.
AU - Trabetti, Elisabetta
AU - Lehne, Benjamin
AU - Vozzi, Diego
AU - Verbanck, Marie
AU - Biino, Ginevra
AU - Saba, Yasaman
AU - Meulenbelt, Ingrid
AU - O'Connell, Jeff R.
AU - Laakso, Markku
AU - Giulianini, Franco
AU - Magnusson, Patrik K.E.
AU - Ballantyne, Christie M.
AU - Hottenga, Jouke Jan
AU - Montgomery, Grant W.
AU - Rivadineira, Fernando
AU - Rueedi, Rico
AU - Steri, Maristella
AU - Herzig, Karl Heinz
AU - Stott, David J.
AU - Menni, Cristina
AU - Frånberg, Mattias
AU - St. Pourcain, Beate
AU - Felix, Stephan B.
AU - Pers, Tune H.
AU - Bakker, Stephan J.L.
AU - Kraft, Peter
AU - Peters, Annette
AU - Vaidya, Dhananjay
AU - Delgado, Graciela
AU - Smit, Johannes H.
AU - Großmann, Vera
AU - Sinisalo, Juha
AU - Seppälä, Ilkka
AU - Williams, Stephen R.
AU - Holliday, Elizabeth G.
AU - Moed, Matthijs
AU - Langenberg, Claudia
AU - Räikkönen, Katri
AU - Ding, Jingzhong
AU - Campbell, Harry
AU - Sale, Michele M.
AU - Chen, Yii Der I.
AU - James, Alan L.
AU - Ruggiero, Daniela
AU - Soranzo, Nicole
AU - Hartman, Catharina A.
AU - Smith, Erin N.
AU - Berenson, Gerald S.
AU - Fuchsberger, Christian
AU - Hernandez, Dena
AU - Tiesler, Carla M.T.
AU - Giedraitis, Vilmantas
AU - Liewald, David
AU - Fischer, Krista
AU - Mellström, Dan
AU - Larsson, Anders
AU - Wang, Yunmei
AU - Scott, William R.
AU - Lorentzon, Matthias
AU - Beilby, John
AU - Ryan, Kathleen A.
AU - Pennell, Craig E.
AU - Vuckovic, Dragana
AU - Balkau, Beverly
AU - Concas, Maria Pina
AU - Schmidt, Reinhold
AU - Mendes de Leon, Carlos F.
AU - Bottinger, Erwin P.
AU - Kloppenburg, Margreet
AU - Paternoster, Lavinia
AU - Boehnke, Michael
AU - Musk, A. W.
AU - Willemsen, Gonneke
AU - Evans, David M.
AU - Madden, Pamela A.F.
AU - Kähönen, Mika
AU - Kutalik, Zoltán
AU - Zoledziewska, Magdalena
AU - Karhunen, Ville
AU - Kritchevsky, Stephen B.
AU - Sattar, Naveed
AU - Lachance, Genevieve
AU - Clarke, Robert
AU - Harris, Tamara B.
AU - Raitakari, Olli T.
AU - Attia, John R.
AU - van Heemst, Diana
AU - Kajantie, Eero
AU - Sorice, Rossella
AU - Gambaro, Giovanni
AU - Scott, Robert A.
AU - Hicks, Andrew A.
AU - Ferrucci, Luigi
AU - Standl, Marie
AU - Lindgren, Cecilia M.
AU - Starr, John M.
AU - Karlsson, Magnus
AU - Lind, Lars
AU - Li, Jun Z.
AU - Chambers, John C.
PY - 2018/11/1
Y1 - 2018/11/1
N2 - 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.
AB - 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.
KW - C-reactive protein
KW - coronary artery disease
KW - DEPICT
KW - genome-wide association study
KW - inflammation
KW - inflammatory disorders
KW - Mendelian randomization
KW - schizophrenia
KW - system biology
UR - http://www.scopus.com/inward/record.url?scp=85055557317&partnerID=8YFLogxK
U2 - 10.1016/j.ajhg.2018.09.009
DO - 10.1016/j.ajhg.2018.09.009
M3 - Article
C2 - 30388399
AN - SCOPUS:85055557317
SN - 0002-9297
VL - 103
SP - 691
EP - 706
JO - American Journal of Human Genetics
JF - American Journal of Human Genetics
IS - 5
ER -