TY - JOUR
T1 - Causal effect of plasminogen activator inhibitor type 1 on coronary heart disease
AU - CHARGE Consortium Hemostatic Factor Working Group
AU - ICBP Consortium
AU - CHARGE Consortium Subclinical Working Group
AU - Song, Ci
AU - Burgess, Stephen
AU - Eicher, John D.
AU - O'Donnell, Christopher J.
AU - Johnson, Andrew D.
AU - Huang, Jie
AU - Sabater-Lleal, Maria
AU - Asselbergs, Folkert W.
AU - Tregouet, David
AU - Shin, So Youn
AU - Ding, Jingzhong
AU - Baumert, Jens
AU - Oudot-Mellakh, Tiphaine
AU - Folkersen, Lasse
AU - Smith, Nicholas L.
AU - Williams, Scott M.
AU - Ikram, Mohammad A.
AU - Kleber, Marcus E.
AU - Becker, Diane M.
AU - Truong, Vinh
AU - Mychaleckyj, Josyf C.
AU - Tang, Weihong
AU - Yang, Qiong
AU - Sennblad, Bengt
AU - Moore, Jason H.
AU - Williams, Frances M.K.
AU - Dehghan, Abbas
AU - Silbernagel, Günther
AU - Schrijvers, Elisabeth M.C.
AU - Smith, Shelly
AU - Karakas, Mahir
AU - Tofler, Geoffrey H.
AU - Silveira, Angela
AU - Matullo, Giuseppe
AU - Lohman, Kurt K.
AU - Chen, Ming Huei
AU - Peters, Annette
AU - Goel, Anuj
AU - Hopewell, Jemma C.
AU - Chambers, John C.
AU - Saleheen, Danish
AU - Lundmark, Per
AU - Psaty, Bruce M.
AU - Strawbridge, Rona J.
AU - Boehm, Bernhard O.
AU - Carter, Angela M.
AU - Meisinger, Christa
AU - Peden, John F.
AU - Bis, Joshua C.
AU - McKnight, Barbara
AU - Öhrvik, John
AU - Taylor, Kent
AU - Franzosi, Maria Grazia
AU - Seedorf, Udo
AU - Collins, Rory
AU - Franco-Cereceda, Anders
AU - Syvänen, Ann Christine
AU - Goodall, Alison H.
AU - Yanek, Lisa R.
AU - Cushman, Mary
AU - Müller-Nurasyid, Martina
AU - Folsom, Aaron R.
AU - Basu, Saonli
AU - Matijevic, Nena
AU - van Gilst, Wiek H.
AU - Kooner, Jaspal S.
AU - Danesh, John
AU - Clarke, Robert
AU - Meigs, James B.
AU - Kathiresan, Sekar
AU - Reilly, Muredach P.
AU - Klopp, Norman
AU - Harris, Tamara B.
AU - Winkelmann, Bernhard R.
AU - Grant, Peter J.
AU - Hillege, Hans L.
AU - Watkins, Hugh
AU - Spector, Timothy D.
AU - Becker, Lewis C.
AU - Tracy, Russell P.
AU - März, Winfried
AU - Uitterlinden, Andre G.
AU - Eriksson, Per
AU - Cambien, Francois
AU - Morange, Pierre Emmanuel
AU - Koenig, Wolfgang
AU - Soranzo, Nicole
AU - van der Harst, Pim
AU - Liu, Yongmei
AU - Hamsten, Anders
AU - Ehret, Georg B.
AU - Munroe, Patricia B.
AU - Rice, Kenneth M.
AU - Bochud, Murielle
AU - Chasman, Daniel I.
AU - Smith, Albert V.
AU - Tobin, Martin D.
AU - Verwoert, Germaine C.
AU - Hwang, Shih Jen
AU - Pihur, Vasyl
AU - Vollenweider, Peter
AU - O'Reilly, Paul F.
AU - Amin, Najaf
AU - Bragg-Gresham, Jennifer L.
AU - Teumer, Alexander
AU - Glazer, Nicole L.
AU - Launer, Lenore
AU - Zhao, Jing Hua
AU - Aulchenko, Yurii
AU - Heath, Simon
AU - Sõber, Siim
AU - Parsa, Afshin
AU - Luan, Jian'an
AU - Arora, Pankaj
AU - Zhang, Feng
AU - Lucas, Gavin
AU - Hicks, Andrew A.
AU - Jackson, Anne U.
AU - Tanaka, Toshiko
AU - Wild, Sarah H.
AU - Rudan, Igor
AU - Igl, Wilmar
AU - Milaneschi, Yuri
AU - Parker, Alex N.
AU - Fava, Cristiano
AU - Fox, Ervin R.
AU - Kumari, Meena
AU - Go, Min Jin
AU - Linda Kao, Wen Hong
AU - Sjögren, Marketa
AU - Vinay, D. G.
AU - Alexander, Myriam
AU - Tabara, Yasuharu
AU - Shaw-Hawkins, Sue
AU - Whincup, Peter H.
AU - Shi, Gang
AU - Kuusisto, Johanna
AU - Tayo, Bamidele
AU - Seielstad, Mark
AU - Sim, Xueling
AU - Nguyen, Khanh Dung Hoang
AU - Lehtimäki, Terho
AU - Matullo, Giuseppe
AU - Gaunt, Tom R.
AU - Onland-Moret, N. Charlotte
AU - Platou, Carl G.P.
AU - Org, Elin
AU - Hardy, Rebecca
AU - Dahgam, Santosh
AU - Palmen, Jutta
AU - Vitart, Veronique
AU - Braund, Peter S.
AU - Kuznetsova, Tatiana
AU - Uiterwaal, Cuno S.P.M.
AU - Adeyemo, Adebowale
AU - Palmas, Walter
AU - Campbell, Harry
AU - Ludwig, Barbara
AU - Tomaszewski, Maciej
AU - Tzoulaki, Ioanna
AU - Palmer, Nicholette D.
AU - Aspelund, Thor
AU - Garcia, Melissa
AU - Chang, Yen Pei C.
AU - O'Connell, Jeffrey R.
AU - Steinle, Nanette I.
AU - Grobbee, Diederick E.
AU - Arking, Dan E.
AU - Kardia, Sharon L.
AU - Morrison, Alanna C.
AU - Hernandez, Dena
AU - Najjar, Samer
AU - McArdle, Wendy L.
AU - Hadley, David
AU - Brown, Morris J.
AU - Hingorani, Aroon D.
AU - Day, Ian N.M.
AU - Lawlor, Debbie A.
AU - Beilby, John P.
AU - Ongen, Halit
AU - Dreisbach, Albert W.
AU - Li, Yali
AU - Young, J. Hunter
AU - Kähönen, Mika
AU - Viikari, Jorma
AU - Adair, Linda S.
AU - Lee, Nanette R.
AU - Olden, Matthias
AU - Pattaro, Cristian
AU - Hoffman Bolton, Judith A.
AU - Köttgen, Anna
AU - Bergmann, Sven
AU - Mooser, Vincent
AU - Chaturvedi, Nish
AU - Frayling, Timothy M.
AU - Jafar, Tazeen H.
AU - Erdmann, Jeanette
AU - Kulkarni, Smita R.
AU - Bornstein, Stefan R.
AU - Grässler, Jürgen
AU - Groop, Leif
AU - Voight, Benjamin F.
AU - Kettunen, Johannes
AU - Howard, Philip
AU - Guarrera, Simonetta
AU - Ricceri, Fulvio
AU - Emilsson, Valur
AU - Plump, Andrew
AU - Barroso, Inês
AU - Khaw, Kay Tee
AU - Weder, Alan B.
AU - Hunt, Steven C.
AU - Sun, Yan V.
AU - Bergman, Richard N.
AU - Collins, Francis S.
AU - Bonnycastle, Lori L.
AU - Scott, Laura J.
AU - Stringham, Heather M.
AU - Peltonen, Leena
AU - Perola, Markus
AU - Vartiainen, Erkki
AU - Brand, Stefan Martin
AU - Staessen, Jan A.
AU - Wang, Thomas J.
AU - Artigas, Maria Soler
AU - Dong, Yanbin
AU - Snieder, Harold
AU - Wang, Xiaoling
AU - Zhu, Haidong
AU - Lohman, Kurt K.
AU - Rudock, Megan E.
AU - Heckbert, Susan R.
AU - Wiggins, Kerri L.
AU - Doumatey, Ayo
N1 - Funding Information:
We thank the genetic consortia that provided the summarized statistics in this study, including CHARGE Hemostatic Working group for PAI-1, CARDIOGRAMplusC4D for CHD; DIAGRAM for T2D; MAGIC for blood glucose and insulin; GLGC for blood lipids; ICBP for blood pressure; GIANT for BMI and waist-hip ratio; CHARGE Subclinical Working group for IMT, carotid plaque and CAC. This work was supported by NHLBI Intramural funds to O'Donnell and Johnson. Stephen Burgess is supported by a fellowship from the Wellcome Trust (100114).
Publisher Copyright:
© 2017 The Authors.
PY - 2017/6/1
Y1 - 2017/6/1
N2 - Background--Plasminogen activator inhibitor type 1 (PAI-1) plays an essential role in the fibrinolysis system and thrombosis. Population studies have reported that blood PAI-1 levels are associated with increased risk of coronary heart disease (CHD). However, it is unclear whether the association reflects a causal influence of PAI-1 on CHD risk. Methods and Results--To evaluate the association between PAI-1 and CHD, we applied a 3-step strategy. First, we investigated the observational association between PAI-1 and CHD incidence using a systematic review based on a literature search for PAI-1 and CHD studies. Second, we explored the causal association between PAI-1 and CHD using a Mendelian randomization approach using summary statistics from large genome-wide association studies. Finally, we explored the causal effect of PAI-1 on cardiovascular risk factors including metabolic and subclinical atherosclerosis measures. In the systematic meta-analysis, the highest quantile of blood PAI-1 level was associated with higher CHD risk comparing with the lowest quantile (odds ratio=2.17; 95% CI: 1.53, 3.07) in an age- and sex-adjusted model. The effect size was reduced in studies using a multivariable-adjusted model (odds ratio=1.46; 95% CI: 1.13, 1.88). The Mendelian randomization analyses suggested a causal effect of increased PAI-1 level on CHD risk (odds ratio=1.22 per unit increase of log-transformed PAI-1; 95% CI: 1.01, 1.47). In addition, we also detected a causal effect of PAI-1 on elevating blood glucose and high-density lipoprotein cholesterol. Conclusions--Our study indicates a causal effect of elevated PAI-1 level on CHD risk, which may be mediated by glucose dysfunction.
AB - Background--Plasminogen activator inhibitor type 1 (PAI-1) plays an essential role in the fibrinolysis system and thrombosis. Population studies have reported that blood PAI-1 levels are associated with increased risk of coronary heart disease (CHD). However, it is unclear whether the association reflects a causal influence of PAI-1 on CHD risk. Methods and Results--To evaluate the association between PAI-1 and CHD, we applied a 3-step strategy. First, we investigated the observational association between PAI-1 and CHD incidence using a systematic review based on a literature search for PAI-1 and CHD studies. Second, we explored the causal association between PAI-1 and CHD using a Mendelian randomization approach using summary statistics from large genome-wide association studies. Finally, we explored the causal effect of PAI-1 on cardiovascular risk factors including metabolic and subclinical atherosclerosis measures. In the systematic meta-analysis, the highest quantile of blood PAI-1 level was associated with higher CHD risk comparing with the lowest quantile (odds ratio=2.17; 95% CI: 1.53, 3.07) in an age- and sex-adjusted model. The effect size was reduced in studies using a multivariable-adjusted model (odds ratio=1.46; 95% CI: 1.13, 1.88). The Mendelian randomization analyses suggested a causal effect of increased PAI-1 level on CHD risk (odds ratio=1.22 per unit increase of log-transformed PAI-1; 95% CI: 1.01, 1.47). In addition, we also detected a causal effect of PAI-1 on elevating blood glucose and high-density lipoprotein cholesterol. Conclusions--Our study indicates a causal effect of elevated PAI-1 level on CHD risk, which may be mediated by glucose dysfunction.
KW - Coronary heart disease
KW - Genome-wide association study
KW - Mendelian randomization
KW - Plasminogen activator inhibitor type 1
KW - Single nucleotide polymorphism
UR - http://www.scopus.com/inward/record.url?scp=85020419920&partnerID=8YFLogxK
U2 - 10.1161/JAHA.116.004918
DO - 10.1161/JAHA.116.004918
M3 - Review article
C2 - 28550093
AN - SCOPUS:85020419920
SN - 2047-9980
VL - 6
JO - Journal of the American Heart Association
JF - Journal of the American Heart Association
IS - 6
M1 - e004918
ER -