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Author (up) Lange, L.A.; Hu, Y.; Zhang, H.; Xue, C.; Schmidt, E.M.; Tang, Z.-Z.; Bizon, C.; Lange, E.M.; Smith, J.D.; Turner, E.H.; Jun, G.; Kang, H.M.; Peloso, G.; Auer, P.; Li, K.-P.; Flannick, J.; Zhang, J.; Fuchsberger, C.; Gaulton, K.; Lindgren, C.; Locke, A.; Manning, A.; Sim, X.; Rivas, M.A.; Holmen, O.L.; Gottesman, O.; Lu, Y.; Ruderfer, D.; Stahl, E.A.; Duan, Q.; Li, Y.; Durda, P.; Jiao, S.; Isaacs, A.; Hofman, A.; Bis, J.C.; Correa, A.; Griswold, M.E.; Jakobsdottir, J.; Smith, A.V.; Schreiner, P.J.; Feitosa, M.F.; Zhang, Q.; Huffman, J.E.; Crosby, J.; Wassel, C.L.; Do, R.; Franceschini, N.; Martin, L.W.; Robinson, J.G.; Assimes, T.L.; Crosslin, D.R.; Rosenthal, E.A.; Tsai, M.; Rieder, M.J.; Farlow, D.N.; Folsom, A.R.; Lumley, T.; Fox, E.R.; Carlson, C.S.; Peters, U.; Jackson, R.D.; van Duijn, C.M.; Uitterlinden, A.G.; Levy, D.; Rotter, J.I.; Taylor, H.A.; Gudnason, V.J.; Siscovick, D.S.; Fornage, M.; Borecki, I.B.; Hayward, C.; Rudan, I.; Chen, Y.E.; Bottinger, E.P.; Loos, R.J.F.; Saetrom, P.; Hveem, K.; Boehnke, M.; Groop, L.; McCarthy, M.; Meitinger, T.; Ballantyne, C.M.; Gabriel, S.B.; O'Donnell, C.J.; Post, W.S.; North, K.E.; Reiner, A.P.; Boerwinkle, E.; Psaty, B.M.; Altshuler, D.; Kathiresan, S.; Lin, D.-Y.; Jarvik, G.P.; Cupples, L.A.; Kooperberg, C.; Wilson, J.G.; Nickerson, D.A.; Abecasis, G.R.; Rich, S.S.; Tracy, R.P.; Willer, C.J. url  doi
  Title Whole-exome sequencing identifies rare and low-frequency coding variants associated with LDL cholesterol Type Journal Article
  Year 2014 Publication American Journal of Human Genetics Abbreviated Journal Am J Hum Genet  
  Volume 94 Issue 2 Pages 233-245  
  Keywords Adult; Aged; Apolipoproteins E/blood/genetics; Cholesterol, LDL/*genetics; Cohort Studies; Dyslipidemias/blood/genetics; *Exome; Female; Follow-Up Studies; *Gene Frequency; Genetic Code; *Genome-Wide Association Study; Genotype; Humans; Lipase/genetics; Male; Middle Aged; Phenotype; *Polymorphism, Single Nucleotide; Proprotein Convertases/genetics; Receptors, LDL/genetics; Sequence Analysis, DNA; Serine Endopeptidases/genetics; HUNT3  
  Abstract Elevated low-density lipoprotein cholesterol (LDL-C) is a treatable, heritable risk factor for cardiovascular disease. Genome-wide association studies (GWASs) have identified 157 variants associated with lipid levels but are not well suited to assess the impact of rare and low-frequency variants. To determine whether rare or low-frequency coding variants are associated with LDL-C, we exome sequenced 2,005 individuals, including 554 individuals selected for extreme LDL-C (>98(th) or <2(nd) percentile). Follow-up analyses included sequencing of 1,302 additional individuals and genotype-based analysis of 52,221 individuals. We observed significant evidence of association between LDL-C and the burden of rare or low-frequency variants in PNPLA5, encoding a phospholipase-domain-containing protein, and both known and previously unidentified variants in PCSK9, LDLR and APOB, three known lipid-related genes. The effect sizes for the burden of rare variants for each associated gene were substantially higher than those observed for individual SNPs identified from GWASs. We replicated the PNPLA5 signal in an independent large-scale sequencing study of 2,084 individuals. In conclusion, this large whole-exome-sequencing study for LDL-C identified a gene not known to be implicated in LDL-C and provides unique insight into the design and analysis of similar experiments.  
  Address Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA. Electronic address: cristen@umich.edu  
  Corporate Author NHLBI Grand Opportunity Exome Sequencing Project Thesis  
  Publisher Place of Publication Editor  
  Language English Summary Language Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 0002-9297 ISBN Medium  
  Area Expedition Conference  
  Notes PMID:24507775; PMC3928660 Approved no  
  Call Number HUNT @ maria.stuifbergen @ Serial 1625  
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Author (up) Marouli, E.; Graff, M.; Medina-Gomez, C.; Lo, K.S.; Wood, A.R.; Kjaer, T.R.; Fine, R.S.; Lu, Y.; Schurmann, C.; Highland, H.M.; Rueger, S.; Thorleifsson, G.; Justice, A.E.; Lamparter, D.; Stirrups, K.E.; Turcot, V.; Young, K.L.; Winkler, T.W.; Esko, T.; Karaderi, T.; Locke, A.E.; Masca, N.G.D.; Ng, M.C.Y.; Mudgal, P.; Rivas, M.A.; Vedantam, S.; Mahajan, A.; Guo, X.; Abecasis, G.; Aben, K.K.; Adair, L.S.; Alam, D.S.; Albrecht, E.; Allin, K.H.; Allison, M.; Amouyel, P.; Appel, E.V.; Arveiler, D.; Asselbergs, F.W.; Auer, P.L.; Balkau, B.; Banas, B.; Bang, L.E.; Benn, M.; Bergmann, S.; Bielak, L.F.; Bluher, M.; Boeing, H.; Boerwinkle, E.; Boger, C.A.; Bonnycastle, L.L.; Bork-Jensen, J.; Bots, M.L.; Bottinger, E.P.; Bowden, D.W.; Brandslund, I.; Breen, G.; Brilliant, M.H.; Broer, L.; Burt, A.A.; Butterworth, A.S.; Carey, D.J.; Caulfield, M.J.; Chambers, J.C.; Chasman, D.I.; Chen, Y.-D.I.; Chowdhury, R.; Christensen, C.; Chu, A.Y.; Cocca, M.; Collins, F.S.; Cook, J.P.; Corley, J.; Galbany, J.C.; Cox, A.J.; Cuellar-Partida, G.; Danesh, J.; Davies, G.; de Bakker, P.I.W.; de Borst, G.J.; de Denus, S.; de Groot, M.C.H.; de Mutsert, R.; Deary, I.J.; Dedoussis, G.; Demerath, E.W.; den Hollander, A.I.; Dennis, J.G.; Di Angelantonio, E.; Drenos, F.; Du, M.; Dunning, A.M.; Easton, D.F.; Ebeling, T.; Edwards, T.L.; Ellinor, P.T.; Elliott, P.; Evangelou, E.; Farmaki, A.-E.; Faul, J.D.; Feitosa, M.F.; Feng, S.; Ferrannini, E.; Ferrario, M.M.; Ferrieres, J.; Florez, J.C.; Ford, I.; Fornage, M.; Franks, P.W.; Frikke-Schmidt, R.; Galesloot, T.E.; Gan, W.; Gandin, I.; Gasparini, P.; Giedraitis, V.; Giri, A.; Girotto, G.; Gordon, S.D.; Gordon-Larsen, P.; Gorski, M.; Grarup, N.; Grove, M.L.; Gudnason, V.; Gustafsson, S.; Hansen, T.; Harris, K.M.; Harris, T.B.; Hattersley, A.T.; Hayward, C.; He, L.; Heid, I.M.; Heikkila, K.; Helgeland, O.; Hernesniemi, J.; Hewitt, A.W.; Hocking, L.J.; Hollensted, M.; Holmen, O.L.; Hovingh, G.K.; Howson, J.M.M.; Hoyng, C.B.; Huang, P.L.; Hveem, K.; Ikram, M.A.; Ingelsson, E.; Jackson, A.U.; Jansson, J.-H.; Jarvik, G.P.; Jensen, G.B.; Jhun, M.A.; Jia, Y.; Jiang, X.; Johansson, S.; Jorgensen, M.E.; Jorgensen, T.; Jousilahti, P.; Jukema, J.W.; Kahali, B.; Kahn, R.S.; Kahonen, M.; Kamstrup, P.R.; Kanoni, S.; Kaprio, J.; Karaleftheri, M.; Kardia, S.L.R.; Karpe, F.; Kee, F.; Keeman, R.; Kiemeney, L.A.; Kitajima, H.; Kluivers, K.B.; Kocher, T.; Komulainen, P.; Kontto, J.; Kooner, J.S.; Kooperberg, C.; Kovacs, P.; Kriebel, J.; Kuivaniemi, H.; Kury, S.; Kuusisto, J.; La Bianca, M.; Laakso, M.; Lakka, T.A.; Lange, E.M.; Lange, L.A.; Langefeld, C.D.; Langenberg, C.; Larson, E.B.; Lee, I.-T.; Lehtimaki, T.; Lewis, C.E.; Li, H.; Li, J.; Li-Gao, R.; Lin, H.; Lin, L.-A.; Lin, X.; Lind, L.; Lindstrom, J.; Linneberg, A.; Liu, Y.; Liu, Y.; Lophatananon, A.; Luan, J.'an; Lubitz, S.A.; Lyytikainen, L.-P.; Mackey, D.A.; Madden, P.A.F.; Manning, A.K.; Mannisto, S.; Marenne, G.; Marten, J.; Martin, N.G.; Mazul, A.L.; Meidtner, K.; Metspalu, A.; Mitchell, P.; Mohlke, K.L.; Mook-Kanamori, D.O.; Morgan, A.; Morris, A.D.; Morris, A.P.; Muller-Nurasyid, M.; Munroe, P.B.; Nalls, M.A.; Nauck, M.; Nelson, C.P.; Neville, M.; Nielsen, S.F.; Nikus, K.; Njolstad, P.R.; Nordestgaard, B.G.; Ntalla, I.; O'Connel, J.R.; Oksa, H.; Loohuis, L.M.O.; Ophoff, R.A.; Owen, K.R.; Packard, C.J.; Padmanabhan, S.; Palmer, C.N.A.; Pasterkamp, G.; Patel, A.P.; Pattie, A.; Pedersen, O.; Peissig, P.L.; Peloso, G.M.; Pennell, C.E.; Perola, M.; Perry, J.A.; Perry, J.R.B.; Person, T.N.; Pirie, A.; Polasek, O.; Posthuma, D.; Raitakari, O.T.; Rasheed, A.; Rauramaa, R.; Reilly, D.F.; Reiner, A.P.; Renstrom, F.; Ridker, P.M.; Rioux, J.D.; Robertson, N.; Robino, A.; Rolandsson, O.; Rudan, I.; Ruth, K.S.; Saleheen, D.; Salomaa, V.; Samani, N.J.; Sandow, K.; Sapkota, Y.; Sattar, N.; Schmidt, M.K.; Schreiner, P.J.; Schulze, M.B.; Scott, R.A.; Segura-Lepe, M.P.; Shah, S.; Sim, X.; Sivapalaratnam, S.; Small, K.S.; Smith, A.V.; Smith, J.A.; Southam, L.; Spector, T.D.; Speliotes, E.K.; Starr, J.M.; Steinthorsdottir, V.; Stringham, H.M.; Stumvoll, M.; Surendran, P.; 't Hart, L.M.; Tansey, K.E.; Tardif, J.-C.; Taylor, K.D.; Teumer, A.; Thompson, D.J.; Thorsteinsdottir, U.; Thuesen, B.H.; Tonjes, A.; Tromp, G.; Trompet, S.; Tsafantakis, E.; Tuomilehto, J.; Tybjaerg-Hansen, A.; Tyrer, J.P.; Uher, R.; Uitterlinden, A.G.; Ulivi, S.; van der Laan, S.W.; Van Der Leij, A.R.; van Duijn, C.M.; van Schoor, N.M.; van Setten, J.; Varbo, A.; Varga, T.V.; Varma, R.; Edwards, D.R.V.; Vermeulen, S.H.; Vestergaard, H.; Vitart, V.; Vogt, T.F.; Vozzi, D.; Walker, M.; Wang, F.; Wang, C.A.; Wang, S.; Wang, Y.; Wareham, N.J.; Warren, H.R.; Wessel, J.; Willems, S.M.; Wilson, J.G.; Witte, D.R.; Woods, M.O.; Wu, Y.; Yaghootkar, H.; Yao, J.; Yao, P.; Yerges-Armstrong, L.M.; Young, R.; Zeggini, E.; Zhan, X.; Zhang, W.; Zhao, J.H.; Zhao, W.; Zhao, W.; Zheng, H.; Zhou, W.; Rotter, J.I.; Boehnke, M.; Kathiresan, S.; McCarthy, M.I.; Willer, C.J.; Stefansson, K.; Borecki, I.B.; Liu, D.J.; North, K.E.; Heard-Costa, N.L.; Pers, T.H.; Lindgren, C.M.; Oxvig, C.; Kutalik, Z.; Rivadeneira, F.; Loos, R.J.F.; Frayling, T.M.; Hirschhorn, J.N.; Deloukas, P.; Lettre, G. url  doi
  Title Rare and low-frequency coding variants alter human adult height Type Journal Article
  Year 2017 Publication Nature Abbreviated Journal Nature  
  Volume 542 Issue 7640 Pages 186-190  
  Keywords ADAMTS Proteins/genetics; Adult; Alleles; Body Height/*genetics; Cell Adhesion Molecules/genetics; Female; Gene Frequency/*genetics; Genetic Variation/*genetics; Genome, Human/genetics; Glycoproteins/genetics/metabolism; Glycosaminoglycans/biosynthesis; Hedgehog Proteins/genetics; Humans; Intercellular Signaling Peptides and Proteins/genetics/metabolism; Interferon Regulatory Factors/genetics; Interleukin-11 Receptor alpha Subunit/genetics; Male; Multifactorial Inheritance/genetics; NADPH Oxidase 4; NADPH Oxidases/genetics; Phenotype; Pregnancy-Associated Plasma Protein-A/metabolism; Procollagen N-Endopeptidase/genetics; Proteoglycans/biosynthesis; Proteolysis; Receptors, Androgen/genetics; Somatomedins/metabolism  
  Abstract Height is a highly heritable, classic polygenic trait with approximately 700 common associated variants identified through genome-wide association studies so far. Here, we report 83 height-associated coding variants with lower minor-allele frequencies (in the range of 0.1-4.8%) and effects of up to 2 centimetres per allele (such as those in IHH, STC2, AR and CRISPLD2), greater than ten times the average effect of common variants. In functional follow-up studies, rare height-increasing alleles of STC2 (giving an increase of 1-2 centimetres per allele) compromised proteolytic inhibition of PAPP-A and increased cleavage of IGFBP-4 in vitro, resulting in higher bioavailability of insulin-like growth factors. These 83 height-associated variants overlap genes that are mutated in monogenic growth disorders and highlight new biological candidates (such as ADAMTS3, IL11RA and NOX4) and pathways (such as proteoglycan and glycosaminoglycan synthesis) involved in growth. Our results demonstrate that sufficiently large sample sizes can uncover rare and low-frequency variants of moderate-to-large effect associated with polygenic human phenotypes, and that these variants implicate relevant genes and pathways.  
  Address Department of Medicine, Faculty of Medicine, Universite de Montreal, Montreal, Quebec, H3T 1J4, Canada  
  Corporate Author MAGIC Investigators Thesis  
  Publisher Place of Publication Editor  
  Language English Summary Language Original Title  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 0028-0836 ISBN Medium  
  Area Expedition Conference  
  Notes PMID:28146470; PMCID:PMC5302847 Approved no  
  Call Number HUNT @ maria.stuifbergen @ Serial 1953  
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