Literature DB >> 25187575

Association of exome sequences with plasma C-reactive protein levels in >9000 participants.

Ursula M Schick1, Paul L Auer2, Joshua C Bis3, Honghuang Lin4, Peng Wei5, Nathan Pankratz6, Leslie A Lange7, Jennifer Brody3, Nathan O Stitziel8, Daniel S Kim9, Christopher S Carlson1, Myriam Fornage10, Jeffery Haessler1, Li Hsu11, Rebecca D Jackson12, Charles Kooperberg1, Suzanne M Leal13, Bruce M Psaty14, Eric Boerwinkle15, Russell Tracy16, Diego Ardissino17, Svati Shah18, Cristen Willer19, Ruth Loos20, Olle Melander21, Ruth Mcpherson22, Kees Hovingh23, Muredach Reilly24, Hugh Watkins25, Domenico Girelli26, Pierre Fontanillas27, Daniel I Chasman28, Stacey B Gabriel27, Richard Gibbs29, Deborah A Nickerson9, Sekar Kathiresan30, Ulrike Peters1, Josée Dupuis31, James G Wilson32, Stephen S Rich33, Alanna C Morrison5, Emelia J Benjamin34, Myron D Gross6, Alex P Reiner.   

Abstract

C-reactive protein (CRP) concentration is a heritable systemic marker of inflammation that is associated with cardiovascular disease risk. Genome-wide association studies have identified CRP-associated common variants associated in ∼25 genes. Our aims were to apply exome sequencing to (1) assess whether the candidate loci contain rare coding variants associated with CRP levels and (2) perform an exome-wide search for rare variants in novel genes associated with CRP levels. We exome-sequenced 6050 European-Americans (EAs) and 3109 African-Americans (AAs) from the NHLBI-ESP and the CHARGE consortia, and performed association tests of sequence data with measured CRP levels. In single-variant tests across candidate loci, a novel rare (minor allele frequency = 0.16%) CRP-coding variant (rs77832441-A; p.Thr59Met) was associated with 53% lower mean CRP levels (P = 2.9 × 10(-6)). We replicated the association of rs77832441 in an exome array analysis of 11 414 EAs (P = 3.0 × 10(-15)). Despite a strong effect on CRP levels, rs77832441 was not associated with inflammation-related phenotypes including coronary heart disease. We also found evidence for an AA-specific association of APOE-ε2 rs7214 with higher CRP levels. At the exome-wide significance level (P < 5.0 × 10(-8)), we confirmed associations for reported common variants of HNF1A, CRP, IL6R and TOMM40-APOE. In gene-based tests, a burden of rare/lower frequency variation in CRP in EAs (P ≤ 6.8 × 10(-4)) and in retinoic acid receptor-related orphan receptor α (RORA) in AAs (P = 1.7 × 10(-3)) were associated with CRP levels at the candidate gene level (P < 2.0 × 10(-3)). This inquiry did not elucidate novel genes, but instead demonstrated that variants distributed across the allele frequency spectrum within candidate genes contribute to CRP levels.
© The Author 2014. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

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Year:  2014        PMID: 25187575      PMCID: PMC4334838          DOI: 10.1093/hmg/ddu450

Source DB:  PubMed          Journal:  Hum Mol Genet        ISSN: 0964-6906            Impact factor:   6.150


  86 in total

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Journal:  Genomics       Date:  2007-04-16       Impact factor: 5.736

2.  C-reactive protein and its role in metabolic syndrome: mendelian randomisation study.

Authors:  Nicholas J Timpson; Debbie A Lawlor; Roger M Harbord; Tom R Gaunt; Ian N M Day; Lyle J Palmer; Andrew T Hattersley; Shah Ebrahim; Gordon D O Lowe; Ann Rumley; George Davey Smith
Journal:  Lancet       Date:  2005-12-03       Impact factor: 79.321

3.  C-reactive protein gene haplotypes and risk of coronary heart disease: the Rotterdam Study.

Authors:  Isabella Kardys; Moniek P M de Maat; André G Uitterlinden; Albert Hofman; Jacqueline C M Witteman
Journal:  Eur Heart J       Date:  2006-05-03       Impact factor: 29.983

4.  High attributable risk of elevated C-reactive protein level to conventional coronary heart disease risk factors: the Third National Health and Nutrition Examination Survey.

Authors:  Michael Miller; Min Zhan; Stephen Havas
Journal:  Arch Intern Med       Date:  2005-10-10

5.  Association of C-reactive protein with blood pressure and hypertension: life course confounding and mendelian randomization tests of causality.

Authors:  George Davey Smith; Debbie A Lawlor; Roger Harbord; Nic Timpson; Ann Rumley; Gordon D O Lowe; Ian N M Day; Shah Ebrahim
Journal:  Arterioscler Thromb Vasc Biol       Date:  2005-02-24       Impact factor: 8.311

6.  Genetic variation, C-reactive protein levels, and incidence of diabetes.

Authors:  Abbas Dehghan; Isabella Kardys; Moniek P M de Maat; Andre G Uitterlinden; Eric J G Sijbrands; Aart H Bootsma; Theo Stijnen; Albert Hofman; Miranda T Schram; Jacqueline C M Witteman
Journal:  Diabetes       Date:  2007-03       Impact factor: 9.461

7.  Polymorphisms within the C-reactive protein (CRP) promoter region are associated with plasma CRP levels.

Authors:  Christopher S Carlson; Shelley Force Aldred; Philip K Lee; Russell P Tracy; Stephen M Schwartz; Mark Rieder; Kiang Liu; O Dale Williams; Carlos Iribarren; E Cora Lewis; Myriam Fornage; Eric Boerwinkle; Myron Gross; Cashell Jaquish; Deborah A Nickerson; Richard M Myers; David S Siscovick; Alexander P Reiner
Journal:  Am J Hum Genet       Date:  2005-05-16       Impact factor: 11.025

8.  Association of polymorphisms in the CRP gene with circulating C-reactive protein levels and cardiovascular events.

Authors:  Leslie A Lange; Christopher S Carlson; Lucia A Hindorff; Ethan M Lange; Jeremy Walston; J Peter Durda; Mary Cushman; Joshua C Bis; Donglin Zeng; Danyu Lin; Lewis H Kuller; Deborah A Nickerson; Bruce M Psaty; Russell P Tracy; Alexander P Reiner
Journal:  JAMA       Date:  2006-12-13       Impact factor: 56.272

9.  Qualitative and quantitative effects of APOE genetic variation on plasma C-reactive protein, LDL-cholesterol, and apoE protein.

Authors:  D I Chasman; P Kozlowski; R Y Zee; D J Kwiatkowski; P M Ridker
Journal:  Genes Immun       Date:  2006-04       Impact factor: 2.676

10.  Insight into the nature of the CRP-coronary event association using Mendelian randomization.

Authors:  Juan P Casas; Tina Shah; Jackie Cooper; Emma Hawe; Alex D McMahon; Dairena Gaffney; Christopher J Packard; Denis S O'Reilly; Irene Juhan-Vague; John S Yudkin; Elena Tremoli; Maurizio Margaglione; Giovanni Di Minno; Anders Hamsten; Teake Kooistra; Jeffrey W Stephens; Steven J Hurel; Shona Livingstone; Helen M Colhoun; George J Miller; Leonelo E Bautista; Tom Meade; Naveed Sattar; Steve E Humphries; Aroon D Hingorani
Journal:  Int J Epidemiol       Date:  2006-03-24       Impact factor: 7.196

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  22 in total

1.  The effect of phenotypic outliers and non-normality on rare-variant association testing.

Authors:  Paul L Auer; Alex P Reiner; Suzanne M Leal
Journal:  Eur J Hum Genet       Date:  2016-01-06       Impact factor: 4.246

2.  Collaborative science in the next-generation sequencing era: a viewpoint on how to combine exome sequencing data across sites to identify novel disease susceptibility genes.

Authors:  Steven N Hart; Kara N Maxwell; Tinu Thomas; Vignesh Ravichandran; Bradley Wubberhorst; Robert J Klein; Kasmintan Schrader; Csilla Szabo; Jeffrey N Weitzel; Susan L Neuhausen; Katherine Nathanson; Kenneth Offit; Fergus J Couch; Joseph Vijai
Journal:  Brief Bioinform       Date:  2015-09-10       Impact factor: 11.622

3.  SEQSpark: A Complete Analysis Tool for Large-Scale Rare Variant Association Studies Using Whole-Genome and Exome Sequence Data.

Authors:  Di Zhang; Linhai Zhao; Biao Li; Zongxiao He; Gao T Wang; Dajiang J Liu; Suzanne M Leal
Journal:  Am J Hum Genet       Date:  2017-06-29       Impact factor: 11.025

4.  Practical Approaches for Whole-Genome Sequence Analysis of Heart- and Blood-Related Traits.

Authors:  Alanna C Morrison; Zhuoyi Huang; Bing Yu; Ginger Metcalf; Xiaoming Liu; Christie Ballantyne; Josef Coresh; Fuli Yu; Donna Muzny; Elena Feofanova; Navin Rustagi; Richard Gibbs; Eric Boerwinkle
Journal:  Am J Hum Genet       Date:  2017-01-12       Impact factor: 11.025

5.  Discovery, fine-mapping, and conditional analyses of genetic variants associated with C-reactive protein in multiethnic populations using the Metabochip in the Population Architecture using Genomics and Epidemiology (PAGE) study.

Authors:  Jonathan M Kocarnik; Melissa Richard; Misa Graff; Jeffrey Haessler; Stephanie Bien; Chris Carlson; Cara L Carty; Alexander P Reiner; Christy L Avery; Christie M Ballantyne; Andrea Z LaCroix; Themistocles L Assimes; Maja Barbalic; Nathan Pankratz; Weihong Tang; Ran Tao; Dongquan Chen; Gregory A Talavera; Martha L Daviglus; Diana A Chirinos-Medina; Rocio Pereira; Katie Nishimura; Petra Bužková; Lyle G Best; José Luis Ambite; Iona Cheng; Dana C Crawford; Lucia A Hindorff; Myriam Fornage; Gerardo Heiss; Kari E North; Christopher A Haiman; Ulrike Peters; Loic Le Marchand; Charles Kooperberg
Journal:  Hum Mol Genet       Date:  2018-08-15       Impact factor: 6.150

6.  Rare Exome Sequence Variants in CLCN6 Reduce Blood Pressure Levels and Hypertension Risk.

Authors:  Bing Yu; Sara L Pulit; Shih-Jen Hwang; Jennifer A Brody; Najaf Amin; Paul L Auer; Joshua C Bis; Eric Boerwinkle; Gregory L Burke; Aravinda Chakravarti; Adolfo Correa; Albert W Dreisbach; Oscar H Franco; Georg B Ehret; Nora Franceschini; Albert Hofman; Dan-Yu Lin; Ginger A Metcalf; Solomon K Musani; Donna Muzny; Walter Palmas; Leslie Raffel; Alex Reiner; Ken Rice; Jerome I Rotter; Narayanan Veeraraghavan; Ervin Fox; Xiuqing Guo; Kari E North; Richard A Gibbs; Cornelia M van Duijn; Bruce M Psaty; Daniel Levy; Christopher Newton-Cheh; Alanna C Morrison
Journal:  Circ Cardiovasc Genet       Date:  2015-12-11

7.  Pro-inflammatory cytokine polymorphisms in ONECUT2 and HNF4A and primary colorectal carcinoma: a post genome-wide gene-lifestyle interaction study.

Authors:  Su Yon Jung; Jeanette C Papp; Eric M Sobel; Matteo Pellegrini; Herbert Yu; Zuo-Feng Zhang
Journal:  Am J Cancer Res       Date:  2020-09-01       Impact factor: 6.166

8.  Allelic Heterogeneity at the CRP Locus Identified by Whole-Genome Sequencing in Multi-ancestry Cohorts.

Authors:  Laura M Raffield; Apoorva K Iyengar; Biqi Wang; Sheila M Gaynor; Cassandra N Spracklen; Xue Zhong; Madeline H Kowalski; Shabnam Salimi; Linda M Polfus; Emelia J Benjamin; Joshua C Bis; Russell Bowler; Brian E Cade; Won Jung Choi; Alejandro P Comellas; Adolfo Correa; Pedro Cruz; Harsha Doddapaneni; Peter Durda; Stephanie M Gogarten; Deepti Jain; Ryan W Kim; Brian G Kral; Leslie A Lange; Martin G Larson; Cecelia Laurie; Jiwon Lee; Seonwook Lee; Joshua P Lewis; Ginger A Metcalf; Braxton D Mitchell; Zeineen Momin; Donna M Muzny; Nathan Pankratz; Cheol Joo Park; Stephen S Rich; Jerome I Rotter; Kathleen Ryan; Daekwan Seo; Russell P Tracy; Karine A Viaud-Martinez; Lisa R Yanek; Lue Ping Zhao; Xihong Lin; Bingshan Li; Yun Li; Josée Dupuis; Alexander P Reiner; Karen L Mohlke; Paul L Auer
Journal:  Am J Hum Genet       Date:  2019-12-26       Impact factor: 11.025

9.  Burden of rare exome sequence variants in PROC gene is associated with venous thromboembolism: a population-based study.

Authors:  Weihong Tang; Mary Rachel Stimson; Saonli Basu; Susan R Heckbert; Mary Cushman; James S Pankow; Aaron R Folsom; Nathan Pankratz
Journal:  J Thromb Haemost       Date:  2019-12-06       Impact factor: 5.824

10.  A Rare Variant Nonparametric Linkage Method for Nuclear and Extended Pedigrees with Application to Late-Onset Alzheimer Disease via WGS Data.

Authors:  Linhai Zhao; Zongxiao He; Di Zhang; Gao T Wang; Alan E Renton; Badri N Vardarajan; Michael Nothnagel; Alison M Goate; Richard Mayeux; Suzanne M Leal
Journal:  Am J Hum Genet       Date:  2019-10-03       Impact factor: 11.025

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