James S Pankow1, Weihong Tang2, Nathan Pankratz2, Weihua Guan2, Lu-Chen Weng2, Mary Cushman2, Eric Boerwinkle2, Aaron R Folsom2. 1. From the Division of Epidemiology and Community Health (J.S.P., W.T., L.-C.W., A.R.F.), Department of Laboratory Medicine and Pathology (N.P.), and Division of Biostatistics (W.G.), University of Minnesota, Minneapolis; Department of Medicine (M.C.) and Department of Pathology (M.C.), University of Vermont, Burlington; and Human Genetics Center and Institute of Molecular Medicine, University of Texas Health Science Center at Houston (E.B.). pankow@umn.edu. 2. From the Division of Epidemiology and Community Health (J.S.P., W.T., L.-C.W., A.R.F.), Department of Laboratory Medicine and Pathology (N.P.), and Division of Biostatistics (W.G.), University of Minnesota, Minneapolis; Department of Medicine (M.C.) and Department of Pathology (M.C.), University of Vermont, Burlington; and Human Genetics Center and Institute of Molecular Medicine, University of Texas Health Science Center at Houston (E.B.).
Abstract
OBJECTIVE: Previous studies have identified common genetic variants in 4 chromosomal regions that together account for 14% to 15% of the variance in circulating levels of protein C. To further characterize the genetic architecture of protein C, we obtained denser coverage at some loci, extended investigation of protein C to low-frequency and rare variants, and searched for new associations in genes known to influence protein C. APPROACH AND RESULTS: Genetic associations with protein C antigen level were evaluated in ≤10 778 European and 3190 black participants aged 45 to 64 years. Analyses included >26 million autosomal variants available after imputation to the 1000 Genomes reference panel along with additional low-frequency and rare variants directly genotyped using the Illumina ITMAT-Broad-CARe chip and Illumina HumanExome BeadChip. Genome-wide significant associations (P<5×10-8) were found for common variants in the GCKR, PROC, BAZ1B, and PROCR-EDEM2 regions in whites and PROC and PROCR-EDEM2 regions in blacks, confirming earlier findings. In a novel finding, the low-density lipoprotein cholesterol-lowering allele of rs12740374, located in the CELSR2-PSRC1-SORT1 region, was associated with lower protein C level in both whites and blacks, reaching genome-wide significance in a meta-analysis combining results from both groups (P=1.4×10-9). To further investigate a possible link between lipid metabolism and protein C level, we conducted Mendelian randomization analyses using 185 lipid-related genetic variants as instrumental variables. The results indicated that triglycerides, and possibly low-density lipoprotein cholesterol, influence protein C levels. CONCLUSIONS: Discovery of variants influencing circulating protein C levels in the CELSR2-PSRC1-SORT1 region may indicate a novel genetic link between lipoprotein metabolism and hemostasis.
OBJECTIVE: Previous studies have identified common genetic variants in 4 chromosomal regions that together account for 14% to 15% of the variance in circulating levels of protein C. To further characterize the genetic architecture of protein C, we obtained denser coverage at some loci, extended investigation of protein C to low-frequency and rare variants, and searched for new associations in genes known to influence protein C. APPROACH AND RESULTS: Genetic associations with protein C antigen level were evaluated in ≤10 778 European and 3190 black participants aged 45 to 64 years. Analyses included >26 million autosomal variants available after imputation to the 1000 Genomes reference panel along with additional low-frequency and rare variants directly genotyped using the Illumina ITMAT-Broad-CARe chip and Illumina HumanExome BeadChip. Genome-wide significant associations (P<5×10-8) were found for common variants in the GCKR, PROC, BAZ1B, and PROCR-EDEM2 regions in whites and PROC and PROCR-EDEM2 regions in blacks, confirming earlier findings. In a novel finding, the low-density lipoprotein cholesterol-lowering allele of rs12740374, located in the CELSR2-PSRC1-SORT1 region, was associated with lower protein C level in both whites and blacks, reaching genome-wide significance in a meta-analysis combining results from both groups (P=1.4×10-9). To further investigate a possible link between lipid metabolism and protein C level, we conducted Mendelian randomization analyses using 185 lipid-related genetic variants as instrumental variables. The results indicated that triglycerides, and possibly low-density lipoprotein cholesterol, influence protein C levels. CONCLUSIONS: Discovery of variants influencing circulating protein C levels in the CELSR2-PSRC1-SORT1 region may indicate a novel genetic link between lipoprotein metabolism and hemostasis.
Authors: Weihong Tang; Martina Teichert; Daniel I Chasman; John A Heit; Pierre-Emmanuel Morange; Guo Li; Bruno H Ch Stricker; Paul M Ridker; Aaron R Folsom; Nicholas L Smith; Nathan Pankratz; Frank W Leebeek; Guillaume Paré; Mariza de Andrade; Christophe Tzourio; Bruce M Psaty; Saonli Basu; Rikje Ruiter; Lynda Rose; Sebastian M Armasu; Thomas Lumley; Susan R Heckbert; André G Uitterlinden; Mark Lathrop; Kenneth M Rice; Mary Cushman; Albert Hofman; Jean-Charles Lambert; Nicole L Glazer; James S Pankow; Jacqueline C Witteman; Philippe Amouyel; Joshua C Bis; Edwin G Bovill; Xiaoxiao Kong; Russell P Tracy; Eric Boerwinkle; Jerome I Rotter; David-Alexandre Trégouët; Daan W Loth Journal: Genet Epidemiol Date: 2013-05-05 Impact factor: 2.135
Authors: M Woodward; G D Lowe; A Rumley; H Tunstall-Pedoe; H Philippou; D A Lane; C E Morrison Journal: Br J Haematol Date: 1997-06 Impact factor: 6.998
Authors: Gregory T Jones; Matthew J Bown; Solveig Gretarsdottir; Simon P R Romaine; Anna Helgadottir; Grace Yu; Gerard Tromp; Paul E Norman; Cao Jin; Annette F Baas; Jan D Blankensteijn; Iftikhar J Kullo; L Victoria Phillips; Michael J A Williams; Ruth Topless; Tony R Merriman; Thodor M Vasudevan; David R Lewis; Ross D Blair; Andrew A Hill; Robert D Sayers; Janet T Powell; Panagiotis Deloukas; Gudmar Thorleifsson; Stefan E Matthiasson; Unnur Thorsteinsdottir; Jonathan Golledge; Robert A Ariëns; Anne Johnson; Soroush Sohrabi; D Julian Scott; David J Carey; Robert Erdman; James R Elmore; Helena Kuivaniemi; Nilesh J Samani; Kari Stefansson; Andre M van Rij Journal: Hum Mol Genet Date: 2013-03-27 Impact factor: 6.150
Authors: N L Smith; L B Harrington; M Blondon; K L Wiggins; J S Floyd; C M Sitlani; B McKnight; E B Larson; F R Rosendaal; S R Heckbert; B M Psaty Journal: J Thromb Haemost Date: 2016-06-20 Impact factor: 5.824
Authors: Robert J Glynn; Eleanor Danielson; Francisco A H Fonseca; Jacques Genest; Antonio M Gotto; John J P Kastelein; Wolfgang Koenig; Peter Libby; Alberto J Lorenzatti; Jean G MacFadyen; Børge G Nordestgaard; James Shepherd; James T Willerson; Paul M Ridker Journal: N Engl J Med Date: 2009-03-29 Impact factor: 91.245
Authors: Tanya M Teslovich; Kiran Musunuru; Albert V Smith; Andrew C Edmondson; Ioannis M Stylianou; Masahiro Koseki; James P Pirruccello; Samuli Ripatti; Daniel I Chasman; Cristen J Willer; Christopher T Johansen; Sigrid W Fouchier; Aaron Isaacs; Gina M Peloso; Maja Barbalic; Sally L Ricketts; Joshua C Bis; Yurii S Aulchenko; Gudmar Thorleifsson; Mary F Feitosa; John Chambers; Marju Orho-Melander; Olle Melander; Toby Johnson; Xiaohui Li; Xiuqing Guo; Mingyao Li; Yoon Shin Cho; Min Jin Go; Young Jin Kim; Jong-Young Lee; Taesung Park; Kyunga Kim; Xueling Sim; Rick Twee-Hee Ong; Damien C Croteau-Chonka; Leslie A Lange; Joshua D Smith; Kijoung Song; Jing Hua Zhao; Xin Yuan; Jian'an Luan; Claudia Lamina; Andreas Ziegler; Weihua Zhang; Robert Y L Zee; Alan F Wright; Jacqueline C M Witteman; James F Wilson; Gonneke Willemsen; H-Erich Wichmann; John B Whitfield; Dawn M Waterworth; Nicholas J Wareham; Gérard Waeber; Peter Vollenweider; Benjamin F Voight; Veronique Vitart; Andre G Uitterlinden; Manuela Uda; Jaakko Tuomilehto; John R Thompson; Toshiko Tanaka; Ida Surakka; Heather M Stringham; Tim D Spector; Nicole Soranzo; Johannes H Smit; Juha Sinisalo; Kaisa Silander; Eric J G Sijbrands; Angelo Scuteri; James Scott; David Schlessinger; Serena Sanna; Veikko Salomaa; Juha Saharinen; Chiara Sabatti; Aimo Ruokonen; Igor Rudan; Lynda M Rose; Robert Roberts; Mark Rieder; Bruce M Psaty; Peter P Pramstaller; Irene Pichler; Markus Perola; Brenda W J H Penninx; Nancy L Pedersen; Cristian Pattaro; Alex N Parker; Guillaume Pare; Ben A Oostra; Christopher J O'Donnell; Markku S Nieminen; Deborah A Nickerson; Grant W Montgomery; Thomas Meitinger; Ruth McPherson; Mark I McCarthy; Wendy McArdle; David Masson; Nicholas G Martin; Fabio Marroni; Massimo Mangino; Patrik K E Magnusson; Gavin Lucas; Robert Luben; Ruth J F Loos; Marja-Liisa Lokki; Guillaume Lettre; Claudia Langenberg; Lenore J Launer; Edward G Lakatta; Reijo Laaksonen; Kirsten O Kyvik; Florian Kronenberg; Inke R König; Kay-Tee Khaw; Jaakko Kaprio; Lee M Kaplan; Asa Johansson; Marjo-Riitta Jarvelin; A Cecile J W Janssens; Erik Ingelsson; Wilmar Igl; G Kees Hovingh; Jouke-Jan Hottenga; Albert Hofman; Andrew A Hicks; Christian Hengstenberg; Iris M Heid; Caroline Hayward; Aki S Havulinna; Nicholas D Hastie; Tamara B Harris; Talin Haritunians; Alistair S Hall; Ulf Gyllensten; Candace Guiducci; Leif C Groop; Elena Gonzalez; Christian Gieger; Nelson B Freimer; Luigi Ferrucci; Jeanette Erdmann; Paul Elliott; Kenechi G Ejebe; Angela Döring; Anna F Dominiczak; Serkalem Demissie; Panagiotis Deloukas; Eco J C de Geus; Ulf de Faire; Gabriel Crawford; Francis S Collins; Yii-der I Chen; Mark J Caulfield; Harry Campbell; Noel P Burtt; Lori L Bonnycastle; Dorret I Boomsma; S Matthijs Boekholdt; Richard N Bergman; Inês Barroso; Stefania Bandinelli; Christie M Ballantyne; Themistocles L Assimes; Thomas Quertermous; David Altshuler; Mark Seielstad; Tien Y Wong; E-Shyong Tai; Alan B Feranil; Christopher W Kuzawa; Linda S Adair; Herman A Taylor; Ingrid B Borecki; Stacey B Gabriel; James G Wilson; Hilma Holm; Unnur Thorsteinsdottir; Vilmundur Gudnason; Ronald M Krauss; Karen L Mohlke; Jose M Ordovas; Patricia B Munroe; Jaspal S Kooner; Alan R Tall; Robert A Hegele; John J P Kastelein; Eric E Schadt; Jerome I Rotter; Eric Boerwinkle; David P Strachan; Vincent Mooser; Kari Stefansson; Muredach P Reilly; Nilesh J Samani; Heribert Schunkert; L Adrienne Cupples; Manjinder S Sandhu; Paul M Ridker; Daniel J Rader; Cornelia M van Duijn; Leena Peltonen; Gonçalo R Abecasis; Michael Boehnke; Sekar Kathiresan Journal: Nature Date: 2010-08-05 Impact factor: 49.962
Authors: Georgios Athanasiadis; Alfonso Buil; Juan Carlos Souto; Montserrat Borrell; Sonia López; Angel Martinez-Perez; Mark Lathrop; Jordi Fontcuberta; Laura Almasy; José Manuel Soria Journal: PLoS One Date: 2011-12-28 Impact factor: 3.240
Authors: Cristen J Willer; Ellen M Schmidt; Sebanti Sengupta; Michael Boehnke; Panos Deloukas; Sekar Kathiresan; Karen L Mohlke; Erik Ingelsson; Gonçalo R Abecasis; Gina M Peloso; Stefan Gustafsson; Stavroula Kanoni; Andrea Ganna; Jin Chen; Martin L Buchkovich; Samia Mora; Jacques S Beckmann; Jennifer L Bragg-Gresham; Hsing-Yi Chang; Ayşe Demirkan; Heleen M Den Hertog; Ron Do; Louise A Donnelly; Georg B Ehret; Tõnu Esko; Mary F Feitosa; Teresa Ferreira; Krista Fischer; Pierre Fontanillas; Ross M Fraser; Daniel F Freitag; Deepti Gurdasani; Kauko Heikkilä; Elina Hyppönen; Aaron Isaacs; Anne U Jackson; Åsa Johansson; Toby Johnson; Marika Kaakinen; Johannes Kettunen; Marcus E Kleber; Xiaohui Li; Jian'an Luan; Leo-Pekka Lyytikäinen; Patrik K E Magnusson; Massimo Mangino; Evelin Mihailov; May E Montasser; Martina Müller-Nurasyid; Ilja M Nolte; Jeffrey R O'Connell; Cameron D Palmer; Markus Perola; Ann-Kristin Petersen; Serena Sanna; Richa Saxena; Susan K Service; Sonia Shah; Dmitry Shungin; Carlo Sidore; Ci Song; Rona J Strawbridge; Ida Surakka; Toshiko Tanaka; Tanya M Teslovich; Gudmar Thorleifsson; Evita G Van den Herik; Benjamin F Voight; Kelly A Volcik; Lindsay L Waite; Andrew Wong; Ying Wu; Weihua Zhang; Devin Absher; Gershim Asiki; Inês Barroso; Latonya F Been; Jennifer L Bolton; Lori L Bonnycastle; Paolo Brambilla; Mary S Burnett; Giancarlo Cesana; Maria Dimitriou; Alex S F Doney; Angela Döring; Paul Elliott; Stephen E Epstein; Gudmundur Ingi Eyjolfsson; Bruna Gigante; Mark O Goodarzi; Harald Grallert; Martha L Gravito; Christopher J Groves; Göran Hallmans; Anna-Liisa Hartikainen; Caroline Hayward; Dena Hernandez; Andrew A Hicks; Hilma Holm; Yi-Jen Hung; Thomas Illig; Michelle R Jones; Pontiano Kaleebu; John J P Kastelein; Kay-Tee Khaw; Eric Kim; Norman Klopp; Pirjo Komulainen; Meena Kumari; Claudia Langenberg; Terho Lehtimäki; Shih-Yi Lin; Jaana Lindström; Ruth J F Loos; François Mach; Wendy L McArdle; Christa Meisinger; Braxton D Mitchell; Gabrielle Müller; Ramaiah Nagaraja; Narisu Narisu; Tuomo V M Nieminen; Rebecca N Nsubuga; Isleifur Olafsson; Ken K Ong; Aarno Palotie; Theodore Papamarkou; Cristina Pomilla; Anneli Pouta; Daniel J Rader; Muredach P Reilly; Paul M Ridker; Fernando Rivadeneira; Igor Rudan; Aimo Ruokonen; Nilesh Samani; Hubert Scharnagl; Janet Seeley; Kaisa Silander; Alena Stančáková; Kathleen Stirrups; Amy J Swift; Laurence Tiret; Andre G Uitterlinden; L Joost van Pelt; Sailaja Vedantam; Nicholas Wainwright; Cisca Wijmenga; Sarah H Wild; Gonneke Willemsen; Tom Wilsgaard; James F Wilson; Elizabeth H Young; Jing Hua Zhao; Linda S Adair; Dominique Arveiler; Themistocles L Assimes; Stefania Bandinelli; Franklyn Bennett; Murielle Bochud; Bernhard O Boehm; Dorret I Boomsma; Ingrid B Borecki; Stefan R Bornstein; Pascal Bovet; Michel Burnier; Harry Campbell; Aravinda Chakravarti; John C Chambers; Yii-Der Ida Chen; Francis S Collins; Richard S Cooper; John Danesh; George Dedoussis; Ulf de Faire; Alan B Feranil; Jean Ferrières; Luigi Ferrucci; Nelson B Freimer; Christian Gieger; Leif C Groop; Vilmundur Gudnason; Ulf Gyllensten; Anders Hamsten; Tamara B Harris; Aroon Hingorani; Joel N Hirschhorn; Albert Hofman; G Kees Hovingh; Chao Agnes Hsiung; Steve E Humphries; Steven C Hunt; Kristian Hveem; Carlos Iribarren; Marjo-Riitta Järvelin; Antti Jula; Mika Kähönen; Jaakko Kaprio; Antero Kesäniemi; Mika Kivimaki; Jaspal S Kooner; Peter J Koudstaal; Ronald M Krauss; Diana Kuh; Johanna Kuusisto; Kirsten O Kyvik; Markku Laakso; Timo A Lakka; Lars Lind; Cecilia M Lindgren; Nicholas G Martin; Winfried März; Mark I McCarthy; Colin A McKenzie; Pierre Meneton; Andres Metspalu; Leena Moilanen; Andrew D Morris; Patricia B Munroe; Inger Njølstad; Nancy L Pedersen; Chris Power; Peter P Pramstaller; Jackie F Price; Bruce M Psaty; Thomas Quertermous; Rainer Rauramaa; Danish Saleheen; Veikko Salomaa; Dharambir K Sanghera; Jouko Saramies; Peter E H Schwarz; Wayne H-H Sheu; Alan R Shuldiner; Agneta Siegbahn; Tim D Spector; Kari Stefansson; David P Strachan; Bamidele O Tayo; Elena Tremoli; Jaakko Tuomilehto; Matti Uusitupa; Cornelia M van Duijn; Peter Vollenweider; Lars Wallentin; Nicholas J Wareham; John B Whitfield; Bruce H R Wolffenbuttel; Jose M Ordovas; Eric Boerwinkle; Colin N A Palmer; Unnur Thorsteinsdottir; Daniel I Chasman; Jerome I Rotter; Paul W Franks; Samuli Ripatti; L Adrienne Cupples; Manjinder S Sandhu; Stephen S Rich Journal: Nat Genet Date: 2013-10-06 Impact factor: 38.330
Authors: Weihong Tang; Athanasios Saratzis; Jack Pattee; Jacqueline Smith; Nathan Pankratz; Olivia C Leavy; Weihua Guan; Frank Dudbridge; James S Pankow; George D Kitas; Pamela L Lutsey; Matthew J Bown Journal: Eur J Vasc Endovasc Surg Date: 2019-11-01 Impact factor: 7.069
Authors: Brian T Steffen; Weihong Tang; Pamela L Lutsey; Ryan T Demmer; Elizabeth Selvin; Kunihiro Matsushita; Alanna C Morrison; Weihua Guan; Mary R Rooney; Faye L Norby; Nathan Pankratz; David Couper; James S Pankow Journal: Diabetologia Date: 2022-10-04 Impact factor: 10.460
Authors: Jun Wan; Nadira Vadaq; Joke Konings; Martin Jaeger; Vinod Kumar; Bas de Laat; Leo Joosten; Mihai G Netea; Andre J van der Ven; Philip G de Groot; Quirijn de Mast; Mark Roest Journal: J Thromb Haemost Date: 2021-09-28 Impact factor: 16.036
Authors: Brian T Steffen; James S Pankow; Pamela L Lutsey; Ryan T Demmer; Jeffrey R Misialek; Weihua Guan; Logan T Cowan; Josef Coresh; Faye L Norby; Weihong Tang Journal: Hum Mol Genet Date: 2022-07-21 Impact factor: 5.121
Authors: Laith N Al-Eitan; Barakat Z Elsaqa; Ayah Y Almasri; Hatem A Aman; Rame H Khasawneh; Mansour A Alghamdi Journal: Pharmgenomics Pers Med Date: 2020-11-17
Authors: Lu-Chen Weng; Nicholas S Roetker; Pamela L Lutsey; Alvaro Alonso; Weihua Guan; James S Pankow; Aaron R Folsom; Lyn M Steffen; Nathan Pankratz; Weihong Tang Journal: PLoS One Date: 2018-04-12 Impact factor: 3.240