Literature DB >> 32300792

Genetic Regulation of Adult Stature in Humans.

Allen W Root1.   

Abstract

Entities:  

Keywords:  fibrillin 1; genetic regulation of stature; growth hormone; height

Mesh:

Year:  2020        PMID: 32300792      PMCID: PMC7229986          DOI: 10.1210/clinem/dgaa210

Source DB:  PubMed          Journal:  J Clin Endocrinol Metab        ISSN: 0021-972X            Impact factor:   5.958


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In this issue of the Journal of Clinical Endocrinology & Metabolism, Lin et al (1) examine the genetic profile of Taiwanese Han Chinese adult women and men with familial (genetic) short stature (FSS), defined as fully grown height below the third percentile for this population. Utilizing genome-wide association studies (GWAS), they identify in this population 10 previously unreported single nucleotide polymorphisms (SNPs) related to 5 genes or pseudogenes; the other 5 sites had no defined specifically associated genes. The authors utilized these 10 SNPs to calculate a “polygenic risk predisposition score” for FSS. Additionally, the authors found 9 previously identified SNPs/genes associated with FSS in this population. The 5 genes that were uniquely related to short stature in the Han Chinese encoded: an uncharacterized noncoding RNA (LOC105374144); COL6A5—one of 6 members of the collagen 6 family present in the pericellular matrix of cartilage; UGT2B17—encoding an uridine diphosphate glucuronosyltransferase that catalyzes the glucuronidation of many steroid hormones thereby increasing their solubility and their rate of urinary excretion; IQCM—a gene of uncertain function; PGM5P2—encoding a “pseudogene,” possibly a nonfunctional segment of DNA. Of the 9 previously recognized genes associated with FSS and also identified in the Han Chinese, none were involved directly with chondrocyte differentiation or activity or cartilage formation, but they were associated with basic cellular processes such as cell division (ANAPC13, ATF7, CDK7, CABLES1), epigenetic gene-regulatory activity (LCORL), membrane function (DNM3), intracellular signaling (GPR126), sulfhydryl oxidation (QOSX2), and mitochondrial function (UQCC1). An individual’s adult height reflects the impact of multiple factors—foremost of these is her/his genetic composition, which under optimal circumstances accounts for approximately 75% to 80% of the variability in normal adult stature; in addition, socioeconomic status, nutrition, illness/injuries/emotional insults/other adverse events, hormonal milieu, and evolutionary factors also influence attainment of genetically endowed stature (2-4). More than 3200 genetic variants at greater than 700 genomic loci (usually in noncoding DNA intergenic or intronic sequences) influence linear growth and adult stature in subjects of European ancestry (5). The intergenic nucleotide variants are often the sites of epigenetic regulatory control of the expression and rate of transcription of the associated genes. Each allelic variant usually accounts for a very small fraction (± 0.2 cm) of adult stature, although variants of a few genes (AR, CHSY1, CRISPLD2, IHH, STC2) may affect adult height by as much as 2 cm (4, 6). Approximately half of the allelic variants are associated with increased adult stature and half with decreased mature height. The products of the identified height-influencing genes regulate embryogenesis, differentiation, multiplication, maturation, senescence, and apoptosis of growth plate chondrocytes, ossification of the cartilaginous growth plates at either end of most long bones and those of the spinal vertebrae, and the metabolic processes that enable and control them (although often at points in the regulatory pathways far distant from the targeted chondrocyte itself), as well as the regulatory effects of osteoclasts upon cartilage mineralization. There are a number of genes in the growth hormone axis that exert profound adverse effects upon linear growth, while variants of some of these genes also affect normal adult stature (3, 4, 7-9). Thus, many members of the family of genes that direct embryogenesis of the adenohypophysis (POU1F1, PROP1, LHX4, HESX1) or regulate the synthesis and functional activity of growth hormone (GH) (i.e., GHRHR, GH1, GHSR, GHR, STAT5B, IGF1, IGF2, IGF1R) also influence normal adult height. Variants of THRB, encoding the beta subunit of the thyroid hormone receptor beta, AR encoding the androgen receptor, and PTHR1, encoding the receptor for parathyroid hormone/parathyroid hormone-related protein, also influence adult stature (6). Gene variants that affect stature in normal subjects, as well as impede growth in patients with short stature when genetically mutated, include those that impair intracellular signaling (GNAS [Albright hereditary osteodystrophy], RAF1 [LEOPARD and Noonan syndromes], and WNT5A [Rabinow syndrome]); transcription (SOX9 [campomelic dysplasia] and CREBBP [Rubenstein-Taybi syndrome]); DNA repair (FANCA [Fanconi anemia] and DNA2 [Seckel syndrome]); chromatin remodeling (ARD1B [Coffin-Siris syndrome]); sister chromatid cohesion (NIPBL [Cornelia de Lange syndrome]); collagen formation (FBN1 [acromicric dysplasia], COL11A1 [fibrochondrogenesis], COL9A2 [multiple epiphyseal dysplasia], and ACAN [spondyloepimetaphyseal dysplasia]); and paracrine signaling (NPR2 [acromesomelic dysplasia] and GDF5 [brachydactyly, types A1, A2]) (2). Deleterious mutations in FBN1, encoding fibrillin 1—a cartilage matrix protein—may be associated with either autosomal dominant tall stature-arachnodactyly-lax joints (Marfan syndrome) or extremely short stature-brachydactyly-stiff joints (acromicric dysplasia, geleophysic dysplasia 2, Weill-Marchesani syndrome 2). Marfan syndrome is the consequence of mutations throughout FBN1 that decrease the synthesis and quantity of fibrillin 1, while acromicric dysplasia and related disorders are the result of variants of FBN1 restricted to exons 41 and 42 (e.g., Tyr1700Cys, Ser1750Arg) the gene site that encodes the transforming growth factor (TGF)β-binding-protein-like domain 5 of fibrillin 1. In patients with either Marfan syndrome or acromicric dysplasia there is reportedly an increase in bioactive TGFβ due to its decreased binding by fibrillin 1, which is responsible in part for the clinically disparate manifestations of these disorders, although the mechanism(s) that underlie the opposite clinical manifestations of these disorders remains unknown at present (10). Perhaps an abnormality in the complex processing of TGFβ after its secretion may account for the disparate biological effects of TGFβ in these distinctly clinically opposite disorders (11). STC2 encodes stanniocalcin 2, a protein present in bone, which impairs the biologic activity of pregnancy-associated plasma protein A (encoded by PAPPA). PAPP-A is a proteinase, one of whose functions is to degrade insulin-like growth factor binding proteins (IGFBP)-4 and IGFBP-5, thereby releasing insulin-like growth factor 1 (IGF-1) and increasing its free levels thus enabling its binding to the IGF-1 receptor (IGF1R). An SNP preceding STC2 is associated with an increase in adult height of approximately 2.1 cm, suggesting this variation leads to decreased expression of STC2 resulting in increased expression of PAPPA, enhanced proteolysis of IGFBP-4 and IGFBP-5, and increased levels of free IGF-I available to bind to IGF1R, thereby increasing chondrocyte proliferation (12, 13). In addition to the mutations in FBN1 associated with Marfan syndrome, pathologically tall stature may be related to variants of TGFBR1/TGFBR2 (Loeys-Dietz syndrome, a disorder with Marfanoid features in which excessive activity of TGFβ is also of pathophysiologic relevance), NSD1 (cerebral gigantism/Sotos syndrome), EZH2 (Weaver syndrome), DNMT3A (Tatton-Brown-Rahman syndrome), and NFIX (Malan syndrome) (14). Tall stature may also be associated with the triple X (47XXX), fragile X, and Klinefelter (47XXY) syndromes, homocystinuria due to mutations in CBS encoding cystathionine beta-synthase, and inactivating variants of ER encoding the estrogen receptor. Unraveling of the basic biologic roles of the plethora of genes that influence adult height and of their variants that adversely affect this process has provided unprecedented insight into the fundamental aspects of the complex phenomenon of linear growth. Major future challenges include: (1) the functional integration of the pathways and the mechanisms and timing of the interaction of these myriad gene products upon the growth process, and (2) the translation of this information into therapies that effectively treat those patients with gene variants that perversely influence this system.
  13 in total

1.  Meta-analysis of genome-wide association studies for height and body mass index in ∼700000 individuals of European ancestry.

Authors:  Loic Yengo; Julia Sidorenko; Kathryn E Kemper; Zhili Zheng; Andrew R Wood; Michael N Weedon; Timothy M Frayling; Joel Hirschhorn; Jian Yang; Peter M Visscher
Journal:  Hum Mol Genet       Date:  2018-10-15       Impact factor: 6.150

Review 2.  Complex Phenotypes: Mechanisms Underlying Variation in Human Stature.

Authors:  Pushpanathan Muthuirulan; Terence D Capellini
Journal:  Curr Osteoporos Rep       Date:  2019-10       Impact factor: 5.096

Review 3.  Regulation of the Bioavailability of TGF-β and TGF-β-Related Proteins.

Authors:  Ian B Robertson; Daniel B Rifkin
Journal:  Cold Spring Harb Perspect Biol       Date:  2016-06-01       Impact factor: 10.005

Review 4.  New developments in the genetic diagnosis of short stature.

Authors:  Youn Hee Jee; Jeffrey Baron; Ola Nilsson
Journal:  Curr Opin Pediatr       Date:  2018-08       Impact factor: 2.856

5.  Stanniocalcin-2 inhibits mammalian growth by proteolytic inhibition of the insulin-like growth factor axis.

Authors:  Malene R Jepsen; Søren Kløverpris; Jakob H Mikkelsen; Josefine H Pedersen; Ernst-Martin Füchtbauer; Lisbeth S Laursen; Claus Oxvig
Journal:  J Biol Chem       Date:  2014-12-22       Impact factor: 5.157

Review 6.  Insulin- like Growth Factor-Binding Protein Action in Bone Tissue: A Key Role for Pregnancy- Associated Plasma Protein-A.

Authors:  James Beattie; Hasanain Al-Khafaji; Pernille R Noer; Hanaa Esa Alkharobi; Aishah Alhodhodi; Josephine Meade; Reem El-Gendy; Claus Oxvig
Journal:  Front Endocrinol (Lausanne)       Date:  2018-02-16       Impact factor: 5.555

Review 7.  Tall Stature: A Challenge for Clinicians.

Authors:  Beatriz Corredor; Mehul Dattani; Chiara Gertosio; Mauro Bozzola
Journal:  Curr Pediatr Rev       Date:  2019

Review 8.  Genetics of Growth Disorders-Which Patients Require Genetic Testing?

Authors:  Jesús Argente; Katrina Tatton-Brown; Dagmar Lehwalder; Roland Pfäffle
Journal:  Front Endocrinol (Lausanne)       Date:  2019-09-06       Impact factor: 5.555

9.  Defining the role of common variation in the genomic and biological architecture of adult human height.

Authors:  Andrew R Wood; Tonu Esko; Jian Yang; Sailaja Vedantam; Tune H Pers; Stefan Gustafsson; Audrey Y Chu; Karol Estrada; Jian'an Luan; Zoltán Kutalik; Najaf Amin; Martin L Buchkovich; Damien C Croteau-Chonka; Felix R Day; Yanan Duan; Tove Fall; Rudolf Fehrmann; Teresa Ferreira; Anne U Jackson; Juha Karjalainen; Ken Sin Lo; Adam E Locke; Reedik Mägi; Evelin Mihailov; Eleonora Porcu; Joshua C Randall; André Scherag; Anna A E Vinkhuyzen; Harm-Jan Westra; Thomas W Winkler; Tsegaselassie Workalemahu; Jing Hua Zhao; Devin Absher; Eva Albrecht; Denise Anderson; Jeffrey Baron; Marian Beekman; Ayse Demirkan; Georg B Ehret; Bjarke Feenstra; Mary F Feitosa; Krista Fischer; Ross M Fraser; Anuj Goel; Jian Gong; Anne E Justice; Stavroula Kanoni; Marcus E Kleber; Kati Kristiansson; Unhee Lim; Vaneet Lotay; Julian C Lui; Massimo Mangino; Irene Mateo Leach; Carolina Medina-Gomez; Michael A Nalls; Dale R Nyholt; Cameron D Palmer; Dorota Pasko; Sonali Pechlivanis; Inga Prokopenko; Janina S Ried; Stephan Ripke; Dmitry Shungin; Alena Stancáková; Rona J Strawbridge; Yun Ju Sung; Toshiko Tanaka; Alexander Teumer; Stella Trompet; Sander W van der Laan; Jessica van Setten; Jana V Van Vliet-Ostaptchouk; Zhaoming Wang; Loïc Yengo; Weihua Zhang; Uzma Afzal; Johan Arnlöv; Gillian M Arscott; Stefania Bandinelli; Amy Barrett; Claire Bellis; Amanda J Bennett; Christian Berne; Matthias Blüher; Jennifer L Bolton; Yvonne Böttcher; Heather A Boyd; Marcel Bruinenberg; Brendan M Buckley; Steven Buyske; Ida H Caspersen; Peter S Chines; Robert Clarke; Simone Claudi-Boehm; Matthew Cooper; E Warwick Daw; Pim A De Jong; Joris Deelen; Graciela Delgado; Josh C Denny; Rosalie Dhonukshe-Rutten; Maria Dimitriou; Alex S F Doney; Marcus Dörr; Niina Eklund; Elodie Eury; Lasse Folkersen; Melissa E Garcia; Frank Geller; Vilmantas Giedraitis; Alan S Go; Harald Grallert; Tanja B Grammer; Jürgen Gräßler; Henrik Grönberg; Lisette C P G M de Groot; Christopher J Groves; Jeffrey Haessler; Per Hall; Toomas Haller; Goran Hallmans; Anke Hannemann; Catharina A Hartman; Maija Hassinen; Caroline Hayward; Nancy L Heard-Costa; Quinta Helmer; Gibran Hemani; Anjali K Henders; Hans L Hillege; Mark A Hlatky; Wolfgang Hoffmann; Per Hoffmann; Oddgeir Holmen; Jeanine J Houwing-Duistermaat; Thomas Illig; Aaron Isaacs; Alan L James; Janina Jeff; Berit Johansen; Åsa Johansson; Jennifer Jolley; Thorhildur Juliusdottir; Juhani Junttila; Abel N Kho; Leena Kinnunen; Norman Klopp; Thomas Kocher; Wolfgang Kratzer; Peter Lichtner; Lars Lind; Jaana Lindström; Stéphane Lobbens; Mattias Lorentzon; Yingchang Lu; Valeriya Lyssenko; Patrik K E Magnusson; Anubha Mahajan; Marc Maillard; Wendy L McArdle; Colin A McKenzie; Stela McLachlan; Paul J McLaren; Cristina Menni; Sigrun Merger; Lili Milani; Alireza Moayyeri; Keri L Monda; Mario A Morken; Gabriele Müller; Martina Müller-Nurasyid; Arthur W Musk; Narisu Narisu; Matthias Nauck; Ilja M Nolte; Markus M Nöthen; Laticia Oozageer; Stefan Pilz; Nigel W Rayner; Frida Renstrom; Neil R Robertson; Lynda M Rose; Ronan Roussel; Serena Sanna; Hubert Scharnagl; Salome Scholtens; Fredrick R Schumacher; Heribert Schunkert; Robert A Scott; Joban Sehmi; Thomas Seufferlein; Jianxin Shi; Karri Silventoinen; Johannes H Smit; Albert Vernon Smith; Joanna Smolonska; Alice V Stanton; Kathleen Stirrups; David J Stott; Heather M Stringham; Johan Sundström; Morris A Swertz; Ann-Christine Syvänen; Bamidele O Tayo; Gudmar Thorleifsson; Jonathan P Tyrer; Suzanne van Dijk; Natasja M van Schoor; Nathalie van der Velde; Diana van Heemst; Floor V A van Oort; Sita H Vermeulen; Niek Verweij; Judith M Vonk; Lindsay L Waite; Melanie Waldenberger; Roman Wennauer; Lynne R Wilkens; Christina Willenborg; Tom Wilsgaard; Mary K Wojczynski; Andrew Wong; Alan F Wright; Qunyuan Zhang; Dominique Arveiler; Stephan J L Bakker; John Beilby; Richard N Bergman; Sven Bergmann; Reiner Biffar; John Blangero; Dorret I Boomsma; Stefan R Bornstein; Pascal Bovet; Paolo Brambilla; Morris J Brown; Harry Campbell; Mark J Caulfield; Aravinda Chakravarti; Rory Collins; Francis S Collins; Dana C Crawford; L Adrienne Cupples; John Danesh; Ulf de Faire; Hester M den Ruijter; Raimund Erbel; Jeanette Erdmann; Johan G Eriksson; Martin Farrall; Ele Ferrannini; Jean Ferrières; Ian Ford; Nita G Forouhi; Terrence Forrester; Ron T Gansevoort; Pablo V Gejman; Christian Gieger; Alain Golay; Omri Gottesman; Vilmundur Gudnason; Ulf Gyllensten; David W Haas; Alistair S Hall; Tamara B Harris; Andrew T Hattersley; Andrew C Heath; Christian Hengstenberg; Andrew A Hicks; Lucia A Hindorff; Aroon D Hingorani; Albert Hofman; G Kees Hovingh; Steve E Humphries; Steven C Hunt; Elina Hypponen; Kevin B Jacobs; Marjo-Riitta Jarvelin; Pekka Jousilahti; Antti M Jula; Jaakko Kaprio; John J P Kastelein; Manfred Kayser; Frank Kee; Sirkka M Keinanen-Kiukaanniemi; Lambertus A Kiemeney; Jaspal S Kooner; Charles Kooperberg; Seppo Koskinen; Peter Kovacs; Aldi T Kraja; Meena Kumari; Johanna Kuusisto; Timo A Lakka; Claudia Langenberg; Loic Le Marchand; Terho Lehtimäki; Sara Lupoli; Pamela A F Madden; Satu Männistö; Paolo Manunta; André Marette; Tara C Matise; Barbara McKnight; Thomas Meitinger; Frans L Moll; Grant W Montgomery; Andrew D Morris; Andrew P Morris; Jeffrey C Murray; Mari Nelis; Claes Ohlsson; Albertine J Oldehinkel; Ken K Ong; Willem H Ouwehand; Gerard Pasterkamp; Annette Peters; Peter P Pramstaller; Jackie F Price; Lu Qi; Olli T Raitakari; Tuomo Rankinen; D C Rao; Treva K Rice; Marylyn Ritchie; Igor Rudan; Veikko Salomaa; Nilesh J Samani; Jouko Saramies; Mark A Sarzynski; Peter E H Schwarz; Sylvain Sebert; Peter Sever; Alan R Shuldiner; Juha Sinisalo; Valgerdur Steinthorsdottir; Ronald P Stolk; Jean-Claude Tardif; Anke Tönjes; Angelo Tremblay; Elena Tremoli; Jarmo Virtamo; Marie-Claude Vohl; Philippe Amouyel; Folkert W Asselbergs; Themistocles L Assimes; Murielle Bochud; Bernhard O Boehm; Eric Boerwinkle; Erwin P Bottinger; Claude Bouchard; Stéphane Cauchi; John C Chambers; Stephen J Chanock; Richard S Cooper; Paul I W de Bakker; George Dedoussis; Luigi Ferrucci; Paul W Franks; Philippe Froguel; Leif C Groop; Christopher A Haiman; Anders Hamsten; M Geoffrey Hayes; Jennie Hui; David J Hunter; Kristian Hveem; J Wouter Jukema; Robert C Kaplan; Mika Kivimaki; Diana Kuh; Markku Laakso; Yongmei Liu; Nicholas G Martin; Winfried März; Mads Melbye; Susanne Moebus; Patricia B Munroe; Inger Njølstad; Ben A Oostra; Colin N A Palmer; Nancy L Pedersen; Markus Perola; Louis Pérusse; Ulrike Peters; Joseph E Powell; Chris Power; Thomas Quertermous; Rainer Rauramaa; Eva Reinmaa; Paul M Ridker; Fernando Rivadeneira; Jerome I Rotter; Timo E Saaristo; Danish Saleheen; David Schlessinger; P Eline Slagboom; Harold Snieder; Tim D Spector; Konstantin Strauch; Michael Stumvoll; Jaakko Tuomilehto; Matti Uusitupa; Pim van der Harst; Henry Völzke; Mark Walker; Nicholas J Wareham; Hugh Watkins; H-Erich Wichmann; James F Wilson; Pieter Zanen; Panos Deloukas; Iris M Heid; Cecilia M Lindgren; Karen L Mohlke; Elizabeth K Speliotes; Unnur Thorsteinsdottir; Inês Barroso; Caroline S Fox; Kari E North; David P Strachan; Jacques S Beckmann; Sonja I Berndt; Michael Boehnke; Ingrid B Borecki; Mark I McCarthy; Andres Metspalu; Kari Stefansson; André G Uitterlinden; Cornelia M van Duijn; Lude Franke; Cristen J Willer; Alkes L Price; Guillaume Lettre; Ruth J F Loos; Michael N Weedon; Erik Ingelsson; Jeffrey R O'Connell; Goncalo R Abecasis; Daniel I Chasman; Michael E Goddard; Peter M Visscher; Joel N Hirschhorn; Timothy M Frayling
Journal:  Nat Genet       Date:  2014-10-05       Impact factor: 38.330

10.  Rare and low-frequency coding variants alter human adult height.

Authors:  Eirini Marouli; Mariaelisa Graff; Carolina Medina-Gomez; Ken Sin Lo; Andrew R Wood; Troels R Kjaer; Rebecca S Fine; Yingchang Lu; Claudia Schurmann; Heather M Highland; Sina Rüeger; Gudmar Thorleifsson; Anne E Justice; David Lamparter; Kathleen E Stirrups; Valérie Turcot; Kristin L Young; Thomas W Winkler; Tõnu Esko; Tugce Karaderi; Adam E Locke; Nicholas G D Masca; Maggie C Y Ng; Poorva Mudgal; Manuel A Rivas; Sailaja Vedantam; Anubha Mahajan; Xiuqing Guo; Goncalo Abecasis; Katja K Aben; Linda S Adair; Dewan S Alam; Eva Albrecht; Kristine H Allin; Matthew Allison; Philippe Amouyel; Emil V Appel; Dominique Arveiler; Folkert W Asselbergs; Paul L Auer; Beverley Balkau; Bernhard Banas; Lia E Bang; Marianne Benn; Sven Bergmann; Lawrence F Bielak; Matthias Blüher; Heiner Boeing; Eric Boerwinkle; Carsten A Böger; Lori L Bonnycastle; Jette Bork-Jensen; Michiel L Bots; Erwin P Bottinger; Donald W Bowden; Ivan Brandslund; Gerome Breen; Murray H Brilliant; Linda Broer; Amber A Burt; Adam S Butterworth; David J Carey; Mark J Caulfield; John C Chambers; Daniel I Chasman; Yii-Der Ida Chen; Rajiv Chowdhury; Cramer Christensen; Audrey Y Chu; Massimiliano Cocca; Francis S Collins; James P Cook; Janie Corley; Jordi Corominas Galbany; Amanda J Cox; Gabriel Cuellar-Partida; John Danesh; Gail Davies; Paul I W de Bakker; Gert J de Borst; Simon de Denus; Mark C H de Groot; Renée de Mutsert; Ian J Deary; George Dedoussis; Ellen W Demerath; Anneke I den Hollander; Joe G Dennis; Emanuele Di Angelantonio; Fotios Drenos; Mengmeng Du; Alison M Dunning; Douglas F Easton; Tapani Ebeling; Todd L Edwards; Patrick T Ellinor; Paul Elliott; Evangelos Evangelou; Aliki-Eleni Farmaki; Jessica D Faul; Mary F Feitosa; Shuang Feng; Ele Ferrannini; Marco M Ferrario; Jean Ferrieres; Jose C Florez; Ian Ford; Myriam Fornage; Paul W Franks; Ruth Frikke-Schmidt; Tessel E Galesloot; Wei Gan; Ilaria Gandin; Paolo Gasparini; Vilmantas Giedraitis; Ayush Giri; Giorgia Girotto; Scott D Gordon; Penny Gordon-Larsen; Mathias Gorski; Niels Grarup; Megan L Grove; Vilmundur Gudnason; Stefan Gustafsson; Torben Hansen; Kathleen Mullan Harris; Tamara B Harris; Andrew T Hattersley; Caroline Hayward; Liang He; Iris M Heid; Kauko Heikkilä; Øyvind Helgeland; Jussi Hernesniemi; Alex W Hewitt; Lynne J Hocking; Mette Hollensted; Oddgeir L Holmen; G Kees Hovingh; Joanna M M Howson; Carel B Hoyng; Paul L Huang; Kristian Hveem; M Arfan Ikram; Erik Ingelsson; Anne U Jackson; Jan-Håkan Jansson; Gail P Jarvik; Gorm B Jensen; Min A Jhun; Yucheng Jia; Xuejuan Jiang; Stefan Johansson; Marit E Jørgensen; Torben Jørgensen; Pekka Jousilahti; J Wouter Jukema; Bratati Kahali; René S Kahn; Mika Kähönen; Pia R Kamstrup; Stavroula Kanoni; Jaakko Kaprio; Maria Karaleftheri; Sharon L R Kardia; Fredrik Karpe; Frank Kee; Renske Keeman; Lambertus A Kiemeney; Hidetoshi Kitajima; Kirsten B Kluivers; Thomas Kocher; Pirjo Komulainen; Jukka Kontto; Jaspal S Kooner; Charles Kooperberg; Peter Kovacs; Jennifer Kriebel; Helena Kuivaniemi; Sébastien Küry; Johanna Kuusisto; Martina La Bianca; Markku Laakso; Timo A Lakka; Ethan M Lange; Leslie A Lange; Carl D Langefeld; Claudia Langenberg; Eric B Larson; I-Te Lee; Terho Lehtimäki; Cora E Lewis; Huaixing Li; Jin Li; Ruifang Li-Gao; Honghuang Lin; Li-An Lin; Xu Lin; Lars Lind; Jaana Lindström; Allan Linneberg; Yeheng Liu; Yongmei Liu; Artitaya Lophatananon; Jian'an Luan; Steven A Lubitz; Leo-Pekka Lyytikäinen; David A Mackey; Pamela A F Madden; Alisa K Manning; Satu Männistö; Gaëlle Marenne; Jonathan Marten; Nicholas G Martin; Angela L Mazul; Karina Meidtner; Andres Metspalu; Paul Mitchell; Karen L Mohlke; Dennis O Mook-Kanamori; Anna Morgan; Andrew D Morris; Andrew P Morris; Martina Müller-Nurasyid; Patricia B Munroe; Mike A Nalls; Matthias Nauck; Christopher P Nelson; Matt Neville; Sune F Nielsen; Kjell Nikus; Pål R Njølstad; Børge G Nordestgaard; Ioanna Ntalla; Jeffrey R O'Connel; Heikki Oksa; Loes M Olde Loohuis; Roel A Ophoff; Katharine R Owen; Chris J Packard; Sandosh Padmanabhan; Colin N A Palmer; Gerard Pasterkamp; Aniruddh P Patel; Alison Pattie; Oluf Pedersen; Peggy L Peissig; Gina M Peloso; Craig E Pennell; Markus Perola; James A Perry; John R B Perry; Thomas N Person; Ailith Pirie; Ozren Polasek; Danielle Posthuma; Olli T Raitakari; Asif Rasheed; Rainer Rauramaa; Dermot F Reilly; Alex P Reiner; Frida Renström; Paul M Ridker; John D Rioux; Neil Robertson; Antonietta Robino; Olov Rolandsson; Igor Rudan; Katherine S Ruth; Danish Saleheen; Veikko Salomaa; Nilesh J Samani; Kevin Sandow; Yadav Sapkota; Naveed Sattar; Marjanka K Schmidt; Pamela J Schreiner; Matthias B Schulze; Robert A Scott; Marcelo P Segura-Lepe; Svati Shah; Xueling Sim; Suthesh Sivapalaratnam; Kerrin S Small; Albert Vernon Smith; Jennifer A Smith; Lorraine Southam; Timothy D Spector; Elizabeth K Speliotes; John M Starr; Valgerdur Steinthorsdottir; Heather M Stringham; Michael Stumvoll; Praveen Surendran; Leen M 't Hart; Katherine E Tansey; Jean-Claude Tardif; Kent D Taylor; Alexander Teumer; Deborah J Thompson; Unnur Thorsteinsdottir; Betina H Thuesen; Anke Tönjes; Gerard Tromp; Stella Trompet; Emmanouil Tsafantakis; Jaakko Tuomilehto; Anne Tybjaerg-Hansen; Jonathan P Tyrer; Rudolf Uher; André G Uitterlinden; Sheila Ulivi; Sander W van der Laan; Andries R Van Der Leij; Cornelia M van Duijn; Natasja M van Schoor; Jessica van Setten; Anette Varbo; Tibor V Varga; Rohit Varma; Digna R Velez Edwards; Sita H Vermeulen; Henrik Vestergaard; Veronique Vitart; Thomas F Vogt; Diego Vozzi; Mark Walker; Feijie Wang; Carol A Wang; Shuai Wang; Yiqin Wang; Nicholas J Wareham; Helen R Warren; Jennifer Wessel; Sara M Willems; James G Wilson; Daniel R Witte; Michael O Woods; Ying Wu; Hanieh Yaghootkar; Jie Yao; Pang Yao; Laura M Yerges-Armstrong; Robin Young; Eleftheria Zeggini; Xiaowei Zhan; Weihua Zhang; Jing Hua Zhao; Wei Zhao; Wei Zhao; He Zheng; Wei Zhou; Jerome I Rotter; Michael Boehnke; Sekar Kathiresan; Mark I McCarthy; Cristen J Willer; Kari Stefansson; Ingrid B Borecki; Dajiang J Liu; Kari E North; Nancy L Heard-Costa; Tune H Pers; Cecilia M Lindgren; Claus Oxvig; Zoltán Kutalik; Fernando Rivadeneira; Ruth J F Loos; Timothy M Frayling; Joel N Hirschhorn; Panos Deloukas; Guillaume Lettre
Journal:  Nature       Date:  2017-02-01       Impact factor: 49.962

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