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101. Postmortem Interval Influences a-Synuclein Expression in Parkinson Disease Brain.

Author: Dumitriu, Alexandra, Moser, Carlee, Hadzi, Tiffany C., Williamson, Sally L., Pacheco, Christopher D., Hendricks, Audrey E., Latourelle, Jeanne C., Wilk, Jemma B., DeStefano, Anita L., and Myers, Richard H.
Published: 2012
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102. Comparison of statistical approaches to rare variant analysis for quantitative traits.

Author: Han Chen, Hendricks, Audrey E., Yansong Cheng, Cupples, Adrienne L., Dupuis, Josée, and Liu, Ching-Ti
Subjects: *GENETICS, *TRAIT intercorrelations, *HUMAN genetic variation, *EMBRYOLOGY, *BIOLOGY
Abstract: With recent advances in technology, deep sequencing data will be widely used to further the understanding of genetic influence on traits of interest. Therefore not only common variants but also rare variants need to be better used to exploit the new information provided by deep sequencing data. Recently, statistical approaches for analyzing rare variants in genetic association studies have been proposed, but many of them were designed only for dichotomous outcomes. We compare the type I error and power of several statistical approaches applicable to quantitative traits for collapsing and analyzing rare variant data within a defined gene region. In addition to comparing methods that consider only rare variants, such as indicator, count, and data-adaptive collapsing methods, we also compare methods that incorporate the analysis of common variants along with rare variants, such as CMC and LASSO regression. We find that the three methods used to collapse rare variants perform similarly in this simulation setting where all risk variants were simulated to have effects in the same direction. Further, we find that incorporating common variants is beneficial and using a LASSO regression to choose which common variants to include is most useful when there is are few common risk variants compared to the total number of risk variants. [ABSTRACT FROM AUTHOR]
Published: 2011
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103. Incorporating biological knowledge in the search for gene x gene interaction in genome-wide association studies.

Author: Manning, Alisa K., Ngwa, Julius Suh, Hendricks, Audrey E., Ching-Ti Liu, Johnson, Andrew D., Dupuis, Josée, and Cupples, L. Adrienne
Subjects: GENETIC polymorphisms, GENOMES, GENOTYPE-environment interaction, GENES, GENETICS, BIOLOGY
Abstract: We sought to find significant gene x gene interaction in a genome-wide association analysis of rheumatoid arthritis (RA) by performing pair-wise tests of interaction among collections of single-nucleotide polymorphisms (SNPs) obtained by one of two methods. The first method involved screening the results of the genome-wide association analysis for main effects p-values < 1 x 10-4. The second method used biological databases such as the Gene Ontology and Kyoto Encyclopedia of Genes and Genomes to define gene collections that each contained one of four genes with known associations with RA: PTPN22, STAT4, TRAF1, and C5. We used a permutation approach to determine whether any of these SNP sets had empirical enrichment of significant interaction effects. We found that the SNP set obtained by the first method was significantly enriched with significant interaction effects (empirical p = 0.003). Additionally, we found that the "protein complex assembly" collection of genes from the Gene Ontology collection containing the TRAF1 gene was significantly enriched with interaction effects with p-values < 1 x 10-8 (empirical p = 0.012). [ABSTRACT FROM AUTHOR]
Published: 2009
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104. A rare variant in APOC3 is associated with plasma triglyceride and VLDL levels in Europeans

Author: Timpson, Nicholas J., Walter, Klaudia, Min, Josine L., Tachmazidou, Ioanna, Malerba, Giovanni, Shin, So-Youn, Chen, Lu, Futema, Marta, Southam, Lorraine, Iotchkova, Valentina, Cocca, Massimiliano, Huang, Jie, Memari, Yasin, McCarthy, Shane, Danecek, Petr, Muddyman, Dawn, Mangino, Massimo, Menni, Cristina, Perry, John R. B., Ring, Susan M., Gaye, Amadou, Dedoussis, George, Farmaki, Aliki-Eleni, Burton, Paul, Talmud, Philippa J., Gambaro, Giovanni, Spector, Tim D., Smith, George Davey, Durbin, Richard, Richards, J Brent, Humphries, Steve E., Zeggini, Eleftheria, Soranzo, Nicole, Al Turki, Saeed, Anderson, Carl, Anney, Richard, Antony, Dinu, Soler Artigas, Maria, Ayub, Muhammad, Balasubramaniam, Senduran, Barrett, Jeffrey C., Barroso, Inês, Beales, Phil, Bentham, Jamie, Bhattacharya, Shoumo, Birney, Ewan, Blackwood, Douglas, Bobrow, Martin, Bochukova, Elena, Bolton, Patrick, Bounds, Rebecca, Boustred, Chris, Breen, Gerome, Calissano, Mattia, Carss, Keren, Chatterjee, Krishna, Ciampi, Antonio, Cirak, Sebhattin, Clapham, Peter, Clement, Gail, Coates, Guy, Collier, David, Cosgrove, Catherine, Cox, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Davey Smith, George, Day-Williams, Aaron, Day, Ian N. M., Down, Thomas, Du, Yuanping, Dunham, Ian, Edkins, Sarah, Ellis, Peter, Evans, David, Faroogi, Sadaf, Fatemifar, Ghazaleh, Fitzpatrick, David R., Flicek, Paul, Flyod, James, Foley, A Reghan, Franklin, Christopher S, Gallagher, Louise, Gaunt, Tom, Geihs, Matthias, Geschwind, Daniel, Greenwood, Celia, Griffin, Heather, Grozeva, Detelina, Guo, Xueqin, Guo, Xiaosen, Gurling, Hugh, Hart, Deborah, Hendricks, Audrey, Holmans, Peter, Howie, Bryan, Huang, Liren, Hubbard, Tim, Hurles, Matthew E., Hysi, Pirro, Jackson, David K., Jamshidi, Yalda, Jing, Tian, Joyce, Chris, Kaye, Jane, Keane, Thomas, Keogh, Julia, Kemp, John, Kennedy, Karen, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Liang, Jieqin, Lin, Hong, Li, Rui, Li, Yingrui, Liu, Ryan, Lönnqvist, Jouko, Lopes, Margarida, Lotchkova, Valentina, MacArthur, Daniel, Marchini, Jonathan, Maslen, John, Massimo, Mangino, Mathieson, Iain, Marenne, Gaëlle, McGuffin, Peter, McIntosh, Andrew, McKechanie, Andrew G., McQuillin, Andrew, Metrustry, Sarah, Min, Josine, Mitchison, Hannah, Moayyeri, Alireza, Morris, James, Muntoni, Francesco, Northstone, Kate, O'Donnovan, Michael, Onoufriadis, Alexandros, O'Rahilly, Stephen, Oualkacha, Karim, Owen, Michael J., Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Perry, John, Pietilainen, Olli, Plagnol, Vincent, Quaye, Lydia, Quail, Michael A., Raymond, Lucy, Rehnström, Karola, Richards, Brent, Ring, Susan, Ritchie, Graham R. S., Roberts, Nicola, Savage, David B., Scambler, Peter, Schiffels, Stephen, Schmidts, Miriam, Schoenmakers, Nadia, Semple, Robert K., Serra, Eva, Sharp, Sally I., Shihab, Hasheem, Skuse, David, Small, Kerrin, Spasic-Boskovic, Olivera, Spector, Tim, St Clair, David, Stalker, Jim, Stevens, Elizabeth, St Pourcian, Beate, Sun, Jianping, Surdulescu, Gabriela, Suvisaari, Jaana, Tachmazidou, Ionna, Timpson, Nicholas, Tobin, Martin D., Valdes, Ana, Van Kogelenberg, Margriet, Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walters, James T. R., Wang, Guangbiao, Wang, Jun, Wang, Yu, Ward, Kirsten, Wheeler, Elanor, Whyte, Tamieka, Williams, Hywel, Williamson, Kathleen A., Wilson, Crispian, Wilson, Scott G., Wong, Kim, Xu, ChangJiang, Yang, Jian, Zhang, Fend, Zhang, Pingbo, and Zheng, Hou-Feng
Abstract: The analysis of rich catalogues of genetic variation from population-based sequencing provides an opportunity to screen for functional effects. Here we report a rare variant in APOC3 (rs138326449-A, minor allele frequency ~0.25% (UK)) associated with plasma triglyceride (TG) levels (−1.43 s.d. (s.e.=0.27 per minor allele (P-value=8.0 × 10−8)) discovered in 3,202 individuals with low read-depth, whole-genome sequence. We replicate this in 12,831 participants from five additional samples of Northern and Southern European origin (−1.0 s.d. (s.e.=0.173), P-value=7.32 × 10−9). This is consistent with an effect between 0.5 and 1.5 mmol l−1 dependent on population. We show that a single predicted splice donor variant is responsible for association signals and is independent of known common variants. Analyses suggest an independent relationship between rs138326449 and high-density lipoprotein (HDL) levels. This represents one of the first examples of a rare, large effect variant identified from whole-genome sequencing at a population scale.
Published: 2014
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105. Genetic architecture of human thinness compared to severe obesity

Author: Farooqi, Ismaa Sadaf, Riveros-McKay, Fernando, Mistry, Vanisha, Bounds, Rebecca, Hendricks, Audrey, Keogh, Julia M, Thomas, Hannah, Henning, Elana, Corbin, Laura J, O'Rahilly, Stephen, Zeggini, Eleftheria, Wheeler, Eleanor, and Barroso, Ines
Subjects: 2. Zero hunger, meta-analysis, obesity, genome signal processing, genome-wide association studies, genetic loci, human genetics, body mass index, childhood obesity
Abstract: The variation in weight within a shared environment is largely attributable to genetic factors. Whilst many genes/loci confer susceptibility to obesity, little is known about the genetic architecture of healthy thinness. Here, we characterise the heritability of thinness which we found was comparable to that of severe obesity (h2=28.07 vs 32.33% respectively), although with incomplete genetic overlap (r=-0.49, 95% CI [-0.17, -0.82], p=0.003). In a genome-wide association analysis of thinness (n=1,471) vs severe obesity (n=1,456), we identified 10 loci previously associated with obesity, and demonstrate enrichment for established BMI-associated loci (pbinomial=3.05x10-5). Simulation analyses showed that different association results between the extremes were likely in agreement with additive effects across the BMI distribution, suggesting different effects on thinness and obesity could be due to their different degrees of extremeness. In further analyses, we detected a novel obesity and BMI-associated locus at PKHD1 (rs2784243, obese vs. thin p=5.99x10-6, obese vs. controls p=2.13x10-6 pBMI=2.3x10-13), associations at loci recently discovered with much larger sample sizes (e.g. FAM150B and PRDM6-CEP120), and novel variants driving associations at previously established signals (e.g. rs205262 at the SNRPC/C6orf106 locus and rs112446794 at the PRDM6-CEP120 locus). Our ability to replicate loci found with much larger sample sizes demonstrates the value of clinical extremes and suggest that characterisation of the genetics of thinness may provide a more nuanced understanding of the genetic architecture of body weight regulation and may inform the identification of potential anti-obesity targets.

106. ProxECAT: Proxy External Controls Association Test. A new case-control gene region association test using allele frequencies from public controls

Author: Hendricks, Audrey E, Billups, Stephen C, Pike, Hamish NC, Farooqi, I Sadaf, Zeggini, Eleftheria, Santorico, Stephanie A, Barroso, Inês, and Dupuis, Josée
Subjects: Gene Frequency, Genotype, Models, Genetic, Case-Control Studies, Genetic Variation, High-Throughput Nucleotide Sequencing, Humans, Computer Simulation, Poisson Distribution, Polymorphism, Single Nucleotide, Algorithms, 3. Good health, Genome-Wide Association Study
Abstract: A primary goal of the recent investment in sequencing is to detect novel genetic associations in health and disease improving the development of treatments and playing a critical role in precision medicine. While this investment has resulted in an enormous total number of sequenced genomes, individual studies of complex traits and diseases are often smaller and underpowered to detect rare variant genetic associations. Existing genetic resources such as the Exome Aggregation Consortium (>60,000 exomes) and the Genome Aggregation Database (~140,000 sequenced samples) have the potential to be used as controls in these studies. Fully utilizing these and other existing sequencing resources may increase power and could be especially useful in studies where resources to sequence additional samples are limited. However, to date, these large, publicly available genetic resources remain underutilized, or even misused, in large part due to the lack of statistical methods that can appropriately use this summary level data. Here, we present a new method to incorporate external controls in case-control analysis called ProxECAT (Proxy External Controls Association Test). ProxECAT estimates enrichment of rare variants within a gene region using internally sequenced cases and external controls. We evaluated ProxECAT in simulations and empirical analyses of obesity cases using both low-depth of coverage (7x) whole-genome sequenced controls and ExAC as controls. We find that ProxECAT maintains the expected type I error rate with increased power as the number of external controls increases. With an accompanying R package, ProxECAT enables the use of publicly available allele frequencies as external controls in case-control analysis.

107. Disruption of the homeodomain transcription factor orthopedia homeobox (Otp) is associated with obesity and anxiety

Author: Moir, Lee, Bochukova, Elena G, Dumbell, Rebecca, Banks, Gareth, Bains, Rasneer S, Nolan, Patrick M, Scudamore, Cheryl, Simon, Michelle, Watson, Kimberly A, Keogh, Julia, Henning, Elana, Hendricks, Audrey, O'Rahilly, Stephen, Barroso, Inês, UK10K Consortium, Sullivan, Adrienne E, Bersten, David C, Whitelaw, Murray L, Kirsch, Susan, Bentley, Elizabeth, Farooqi, I Sadaf, and Cox, Roger D
Subjects: Male, OTP, Hypothalamus, Gene Expression, Nerve Tissue Proteins, Energy balance, Anxiety, Oxytocin, Mouse model, Mice, Databases, Genetic, Animals, Humans, Obesity, Amino Acid Sequence, 2. Zero hunger, Homeodomain Proteins, Base Sequence, Genes, Homeobox, Brain, Chromosome Mapping, Gene Expression Regulation, Developmental, Neurosecretory Systems, Human mutation, Female, Transcriptome, Vasopressin, Transcription Factors
Abstract: OBJECTIVE: Genetic studies in obese rodents and humans can provide novel insights into the mechanisms involved in energy homeostasis. METHODS: In this study, we genetically mapped the chromosomal region underlying the development of severe obesity in a mouse line identified as part of a dominant N-ethyl-N-nitrosourea (ENU) mutagenesis screen. We characterized the metabolic and behavioral phenotype of obese mutant mice and examined changes in hypothalamic gene expression. In humans, we examined genetic data from people with severe early onset obesity. RESULTS: We identified an obese mouse heterozygous for a missense mutation (pR108W) in orthopedia homeobox (Otp), a homeodomain containing transcription factor required for the development of neuroendocrine cell lineages in the hypothalamus, a region of the brain important in the regulation of energy homeostasis. OtpR108W/+ mice exhibit increased food intake, weight gain, and anxiety when in novel environments or singly housed, phenotypes that may be partially explained by reduced hypothalamic expression of oxytocin and arginine vasopressin. R108W affects the highly conserved homeodomain, impairs DNA binding, and alters transcriptional activity in cells. We sequenced OTP in 2548 people with severe early-onset obesity and found a rare heterozygous loss of function variant in the homeodomain (Q153R) in a patient who also had features of attention deficit disorder. CONCLUSIONS: OTP is involved in mammalian energy homeostasis and behavior and appears to be necessary for the development of hypothalamic neural circuits. Further studies will be needed to investigate the contribution of rare variants in OTP to human energy homeostasis.

108. Protein-altering variants associated with body mass index implicate pathways that control energy intake and expenditure in obesity

Author: Turcot, Valérie, Lu, Yingchang, Highland, Heather M, Schurmann, Claudia, Justice, Anne E, Fine, Rebecca S, Bradfield, Jonathan P, Esko, Tõnu, Giri, Ayush, Graff, Mariaelisa, Guo, Xiuqing, Hendricks, Audrey E, Karaderi, Tugce, Lempradl, Adelheid, Locke, Adam E, Mahajan, Anubha, Marouli, Eirini, Sivapalaratnam, Suthesh, Young, Kristin L, Alfred, Tamuno, Feitosa, Mary F, Masca, Nicholas GD, Manning, Alisa K, Medina-Gomez, Carolina, Mudgal, Poorva, Ng, Maggie CY, Reiner, Alex P, Vedantam, Sailaja, Willems, Sara M, Winkler, Thomas W, Abecasis, Gonçalo, Aben, Katja K, Alam, Dewan S, Alharthi, Sameer E, Allison, Matthew, Amouyel, Philippe, Asselbergs, Folkert W, Auer, Paul L, Balkau, Beverley, Bang, Lia E, Barroso, Inês, Bastarache, Lisa, Benn, Marianne, Bergmann, Sven, Bielak, Lawrence F, Blüher, Matthias, Boehnke, Michael, Boeing, Heiner, Boerwinkle, Eric, Böger, Carsten A, Bork-Jensen, Jette, Bots, Michiel L, Bottinger, Erwin P, Bowden, Donald W, Brandslund, Ivan, Breen, Gerome, Brilliant, Murray H, Broer, Linda, Brumat, Marco, Burt, Amber A, Butterworth, Adam S, Campbell, Peter T, Cappellani, Stefania, Carey, David J, Catamo, Eulalia, Caulfield, Mark J, Chambers, John C, Chasman, Daniel I, Chen, Yii-Der I, Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y, Cocca, Massimiliano, Collins, Francis S, Cook, James P, Corley, Janie, Corominas Galbany, Jordi, Cox, Amanda J, Crosslin, David S, Cuellar-Partida, Gabriel, D'Eustacchio, Angela, Danesh, John, Davies, Gail, Bakker, Paul IW, Groot, Mark CH, Mutsert, Renée, Deary, Ian J, Dedoussis, George, Demerath, Ellen W, Heijer, Martin, Hollander, Anneke I, Ruijter, Hester M, Dennis, Joe G, Denny, Josh C, Di Angelantonio, Emanuele, Drenos, Fotios, Du, Mengmeng, Dubé, Marie-Pierre, Dunning, Alison M, Easton, Douglas F, Edwards, Todd L, Ellinghaus, David, Ellinor, Patrick T, Elliott, Paul, Evangelou, Evangelos, Farmaki, Aliki-Eleni, Farooqi, I Sadaf, Faul, Jessica D, Fauser, Sascha, Feng, Shuang, Ferrannini, Ele, Ferrieres, Jean, Florez, Jose C, Ford, Ian, Fornage, Myriam, Franco, Oscar H, Franke, Andre, Franks, Paul W, Friedrich, Nele, Frikke-Schmidt, Ruth, Galesloot, Tessel E, Gan, Wei, Gandin, Ilaria, Gasparini, Paolo, Gibson, Jane, Giedraitis, Vilmantas, Gjesing, Anette P, Gordon-Larsen, Penny, Gorski, Mathias, Grabe, Hans-Jörgen, Grant, Struan FA, Grarup, Niels, Griffiths, Helen L, Grove, Megan L, Gudnason, Vilmundur, Gustafsson, Stefan, Haessler, Jeff, Hakonarson, Hakon, Hammerschlag, Anke R, Hansen, Torben, Harris, Kathleen Mullan, Harris, Tamara B, Hattersley, Andrew T, Have, Christian T, Hayward, Caroline, He, Liang, Heard-Costa, Nancy L, Heath, Andrew C, Heid, Iris M, Helgeland, Øyvind, Hernesniemi, Jussi, Hewitt, Alex W, Holmen, Oddgeir L, Hovingh, G Kees, Howson, Joanna MM, Hu, Yao, Huang, Paul L, Huffman, Jennifer E, Ikram, M Arfan, Ingelsson, Erik, Jackson, Anne U, Jansson, Jan-Håkan, Jarvik, Gail P, Jensen, Gorm B, Jia, Yucheng, Johansson, Stefan, Jørgensen, Marit E, Jørgensen, Torben, Jukema, J Wouter, Kahali, Bratati, Kahn, René S, Kähönen, Mika, Kamstrup, Pia R, Kanoni, Stavroula, Kaprio, Jaakko, Karaleftheri, Maria, Kardia, Sharon LR, Karpe, Fredrik, Kathiresan, Sekar, Kee, Frank, Kiemeney, Lambertus A, Kim, Eric, Kitajima, Hidetoshi, Komulainen, Pirjo, Kooner, Jaspal S, Kooperberg, Charles, Korhonen, Tellervo, Kovacs, Peter, Kuivaniemi, Helena, Kutalik, Zoltán, Kuulasmaa, Kari, Kuusisto, Johanna, Laakso, Markku, Lakka, Timo A, Lamparter, David, Lange, Ethan M, Lange, Leslie A, Langenberg, Claudia, Larson, Eric B, Lee, Nanette R, Lehtimäki, Terho, Lewis, Cora E, Li, Huaixing, Li, Jin, Li-Gao, Ruifang, Lin, Honghuang, Lin, Keng-Hung, Lin, Li-An, Lin, Xu, Lind, Lars, Lindström, Jaana, Linneberg, Allan, Liu, Ching-Ti, Liu, Dajiang J, Liu, Yongmei, Lo, Ken S, Lophatananon, Artitaya, Lotery, Andrew J, Loukola, Anu, Luan, Jian'an, Lubitz, Steven A, Lyytikäinen, Leo-Pekka, Männistö, Satu, Marenne, Gaëlle, Mazul, Angela L, McCarthy, Mark I, McKean-Cowdin, Roberta, Medland, Sarah E, Meidtner, Karina, Milani, Lili, Mistry, Vanisha, Mitchell, Paul, Mohlke, Karen L, Moilanen, Leena, Moitry, Marie, Montgomery, Grant W, Mook-Kanamori, Dennis O, Moore, Carmel, Mori, Trevor A, Morris, Andrew D, Morris, Andrew P, Müller-Nurasyid, Martina, Munroe, Patricia B, Nalls, Mike A, Narisu, Narisu, Nelson, Christopher P, Neville, Matt, Nielsen, Sune F, Nikus, Kjell, Njølstad, Pål R, Nordestgaard, Børge G, Nyholt, Dale R, O'Connel, Jeffrey R, O'Donoghue, Michelle L, Olde Loohuis, Loes M, Ophoff, Roel A, Owen, Katharine R, Packard, Chris J, Padmanabhan, Sandosh, Palmer, Colin NA, Palmer, Nicholette D, Pasterkamp, Gerard, Patel, Aniruddh P, Pattie, Alison, Pedersen, Oluf, Peissig, Peggy L, Peloso, Gina M, Pennell, Craig E, Perola, Markus, Perry, James A, Perry, John RB, Pers, Tune H, Person, Thomas N, Peters, Annette, Petersen, Eva RB, Peyser, Patricia A, Pirie, Ailith, Polasek, Ozren, Polderman, Tinca J, Puolijoki, Hannu, Raitakari, Olli T, Rasheed, Asif, Rauramaa, Rainer, Reilly, Dermot F, Renström, Frida, Rheinberger, Myriam, Ridker, Paul M, Rioux, John D, Rivas, Manuel A, Roberts, David J, Robertson, Neil R, Robino, Antonietta, Rolandsson, Olov, Rudan, Igor, Ruth, Katherine S, Saleheen, Danish, Salomaa, Veikko, Samani, Nilesh J, Sapkota, Yadav, Sattar, Naveed, Schoen, Robert E, Schreiner, Pamela J, Schulze, Matthias B, Scott, Robert A, Segura-Lepe, Marcelo P, Shah, Svati H, Sheu, Wayne H-H, Sim, Xueling, Slater, Andrew J, Small, Kerrin S, Smith, Albert V, Southam, Lorraine, Spector, Timothy D, Speliotes, Elizabeth K, Starr, John M, Stefansson, Kari, Steinthorsdottir, Valgerdur, Stirrups, Kathleen E, Strauch, Konstantin, Stringham, Heather M, Stumvoll, Michael, Sun, Liang, Surendran, Praveen, Swift, Amy J, Tada, Hayato, Tansey, Katherine E, Tardif, Jean-Claude, Taylor, Kent D, Teumer, Alexander, Thompson, Deborah J, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Thuesen, Betina H, Tönjes, Anke, Tromp, Gerard, Trompet, Stella, Tsafantakis, Emmanouil, Tuomilehto, Jaakko, Tybjaerg-Hansen, Anne, Tyrer, Jonathan P, Uher, Rudolf, Uitterlinden, André G, Uusitupa, Matti, Laan, Sander W, Duijn, Cornelia M, Leeuwen, Nienke, Van Setten, Jessica, Vanhala, Mauno, Varbo, Anette, Varga, Tibor V, Varma, Rohit, Velez Edwards, Digna R, Vermeulen, Sita H, Veronesi, Giovanni, Vestergaard, Henrik, Vitart, Veronique, Vogt, Thomas F, Völker, Uwe, Vuckovic, Dragana, Wagenknecht, Lynne E, Walker, Mark, Wallentin, Lars, Wang, Feijie, Wang, Carol A, Wang, Shuai, Wang, Yiqin, Ware, Erin B, Wareham, Nicholas J, Warren, Helen R, Waterworth, Dawn M, Wessel, Jennifer, White, Harvey D, Willer, Cristen J, Wilson, James G, Witte, Daniel R, Wood, Andrew R, Wu, Ying, Yaghootkar, Hanieh, Yao, Jie, Yao, Pang, Yerges-Armstrong, Laura M, Young, Robin, Zeggini, Eleftheria, Zhan, Xiaowei, Zhang, Weihua, Zhao, Jing Hua, Zhao, Wei, Zhou, Wei, Zondervan, Krina T, CHD Exome+ Consortium, EPIC-CVD Consortium, ExomeBP Consortium, Global Lipids Genetic Consortium, GoT2D Genes Consortium, EPIC InterAct Consortium, INTERVAL Study, ReproGen Consortium, T2D-Genes Consortium, MAGIC Investigators, Understanding Society Scientific Group, Rotter, Jerome I, Pospisilik, John A, Rivadeneira, Fernando, Borecki, Ingrid B, Deloukas, Panos, Frayling, Timothy M, Lettre, Guillaume, North, Kari E, Lindgren, Cecilia M, Hirschhorn, Joel N, and Loos, Ruth JF
Subjects: 2. Zero hunger, Adult, Male, Genetic Variation, Proteins, Syndrome, Body Mass Index, Gene Frequency, Animals, Humans, Drosophila, Female, Obesity, Energy Intake, Energy Metabolism
Abstract: Genome-wide association studies (GWAS) have identified >250 loci for body mass index (BMI), implicating pathways related to neuronal biology. Most GWAS loci represent clusters of common, noncoding variants from which pinpointing causal genes remains challenging. Here we combined data from 718,734 individuals to discover rare and low-frequency (minor allele frequency (MAF) < 5%) coding variants associated with BMI. We identified 14 coding variants in 13 genes, of which 8 variants were in genes (ZBTB7B, ACHE, RAPGEF3, RAB21, ZFHX3, ENTPD6, ZFR2 and ZNF169) newly implicated in human obesity, 2 variants were in genes (MC4R and KSR2) previously observed to be mutated in extreme obesity and 2 variants were in GIPR. The effect sizes of rare variants are ~10 times larger than those of common variants, with the largest effect observed in carriers of an MC4R mutation introducing a stop codon (p.Tyr35Ter, MAF = 0.01%), who weighed ~7 kg more than non-carriers. Pathway analyses based on the variants associated with BMI confirm enrichment of neuronal genes and provide new evidence for adipocyte and energy expenditure biology, widening the potential of genetically supported therapeutic targets in obesity.

109. A rare variant in APOC3 is associated with plasma triglyceride and VLDL levels in Europeans

Author: Timpson, Nicholas J., Walter, Klaudia, Min, Josine L., Tachmazidou, Ioanna, Malerba, Giovanni, Shin, So-Youn, Chen, Lu, Futema, Marta, Southam, Lorraine, Iotchkova, Valentina, Cocca, Massimiliano, Huang, Jie, Memari, Yasin, McCarthy, Shane, Danecek, Petr, Muddyman, Dawn, Mangino, Massimo, Menni, Cristina, Perry, John R. B., Ring, Susan M., Gaye, Amadou, Dedoussis, George, Farmaki, Aliki-Eleni, Burton, Paul, Talmud, Philippa J., Gambaro, Giovanni, Spector, Tim D., Smith, George Davey, Durbin, Richard, Richards, J Brent, Humphries, Steve E., Zeggini, Eleftheria, Soranzo, Nicole, Al Turki, Saeed, Anderson, Carl, Anney, Richard, Antony, Dinu, Soler Artigas, Maria, Ayub, Muhammad, Balasubramaniam, Senduran, Barrett, Jeffrey C., Barroso, Inês, Beales, Phil, Bentham, Jamie, Bhattacharya, Shoumo, Birney, Ewan, Blackwood, Douglas, Bobrow, Martin, Bochukova, Elena, Bolton, Patrick, Bounds, Rebecca, Boustred, Chris, Breen, Gerome, Calissano, Mattia, Carss, Keren, Chatterjee, Krishna, Ciampi, Antonio, Cirak, Sebhattin, Clapham, Peter, Clement, Gail, Coates, Guy, Collier, David, Cosgrove, Catherine, Cox, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Davey Smith, George, Day-Williams, Aaron, Day, Ian N. M., Down, Thomas, Du, Yuanping, Dunham, Ian, Edkins, Sarah, Ellis, Peter, Evans, David, Faroogi, Sadaf, Fatemifar, Ghazaleh, Fitzpatrick, David R., Flicek, Paul, Flyod, James, Foley, A Reghan, Franklin, Christopher S, Gallagher, Louise, Gaunt, Tom, Geihs, Matthias, Geschwind, Daniel, Greenwood, Celia, Griffin, Heather, Grozeva, Detelina, Guo, Xueqin, Guo, Xiaosen, Gurling, Hugh, Hart, Deborah, Hendricks, Audrey, Holmans, Peter, Howie, Bryan, Huang, Liren, Hubbard, Tim, Hurles, Matthew E., Hysi, Pirro, Jackson, David K., Jamshidi, Yalda, Jing, Tian, Joyce, Chris, Kaye, Jane, Keane, Thomas, Keogh, Julia, Kemp, John, Kennedy, Karen, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Liang, Jieqin, Lin, Hong, Li, Rui, Li, Yingrui, Liu, Ryan, Lönnqvist, Jouko, Lopes, Margarida, Lotchkova, Valentina, MacArthur, Daniel, Marchini, Jonathan, Maslen, John, Massimo, Mangino, Mathieson, Iain, Marenne, Gaëlle, McGuffin, Peter, McIntosh, Andrew, McKechanie, Andrew G., McQuillin, Andrew, Metrustry, Sarah, Min, Josine, Mitchison, Hannah, Moayyeri, Alireza, Morris, James, Muntoni, Francesco, Northstone, Kate, O'Donnovan, Michael, Onoufriadis, Alexandros, O'Rahilly, Stephen, Oualkacha, Karim, Owen, Michael J., Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Perry, John, Pietilainen, Olli, Plagnol, Vincent, Quaye, Lydia, Quail, Michael A., Raymond, Lucy, Rehnström, Karola, Richards, Brent, Ring, Susan, Ritchie, Graham R. S., Roberts, Nicola, Savage, David B., Scambler, Peter, Schiffels, Stephen, Schmidts, Miriam, Schoenmakers, Nadia, Semple, Robert K., Serra, Eva, Sharp, Sally I., Shihab, Hasheem, Skuse, David, Small, Kerrin, Spasic-Boskovic, Olivera, Spector, Tim, St Clair, David, Stalker, Jim, Stevens, Elizabeth, St Pourcian, Beate, Sun, Jianping, Surdulescu, Gabriela, Suvisaari, Jaana, Tachmazidou, Ionna, Timpson, Nicholas, Tobin, Martin D., Valdes, Ana, Van Kogelenberg, Margriet, Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walters, James T. R., Wang, Guangbiao, Wang, Jun, Wang, Yu, Ward, Kirsten, Wheeler, Elanor, Whyte, Tamieka, Williams, Hywel, Williamson, Kathleen A., Wilson, Crispian, Wilson, Scott G., Wong, Kim, Xu, ChangJiang, Yang, Jian, Zhang, Fend, Zhang, Pingbo, Zheng, Hou-Feng, Timpson, Nicholas J., Walter, Klaudia, Min, Josine L., Tachmazidou, Ioanna, Malerba, Giovanni, Shin, So-Youn, Chen, Lu, Futema, Marta, Southam, Lorraine, Iotchkova, Valentina, Cocca, Massimiliano, Huang, Jie, Memari, Yasin, McCarthy, Shane, Danecek, Petr, Muddyman, Dawn, Mangino, Massimo, Menni, Cristina, Perry, John R. B., Ring, Susan M., Gaye, Amadou, Dedoussis, George, Farmaki, Aliki-Eleni, Burton, Paul, Talmud, Philippa J., Gambaro, Giovanni, Spector, Tim D., Smith, George Davey, Durbin, Richard, Richards, J Brent, Humphries, Steve E., Zeggini, Eleftheria, Soranzo, Nicole, Al Turki, Saeed, Anderson, Carl, Anney, Richard, Antony, Dinu, Soler Artigas, Maria, Ayub, Muhammad, Balasubramaniam, Senduran, Barrett, Jeffrey C., Barroso, Inês, Beales, Phil, Bentham, Jamie, Bhattacharya, Shoumo, Birney, Ewan, Blackwood, Douglas, Bobrow, Martin, Bochukova, Elena, Bolton, Patrick, Bounds, Rebecca, Boustred, Chris, Breen, Gerome, Calissano, Mattia, Carss, Keren, Chatterjee, Krishna, Ciampi, Antonio, Cirak, Sebhattin, Clapham, Peter, Clement, Gail, Coates, Guy, Collier, David, Cosgrove, Catherine, Cox, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Davey Smith, George, Day-Williams, Aaron, Day, Ian N. M., Down, Thomas, Du, Yuanping, Dunham, Ian, Edkins, Sarah, Ellis, Peter, Evans, David, Faroogi, Sadaf, Fatemifar, Ghazaleh, Fitzpatrick, David R., Flicek, Paul, Flyod, James, Foley, A Reghan, Franklin, Christopher S, Gallagher, Louise, Gaunt, Tom, Geihs, Matthias, Geschwind, Daniel, Greenwood, Celia, Griffin, Heather, Grozeva, Detelina, Guo, Xueqin, Guo, Xiaosen, Gurling, Hugh, Hart, Deborah, Hendricks, Audrey, Holmans, Peter, Howie, Bryan, Huang, Liren, Hubbard, Tim, Hurles, Matthew E., Hysi, Pirro, Jackson, David K., Jamshidi, Yalda, Jing, Tian, Joyce, Chris, Kaye, Jane, Keane, Thomas, Keogh, Julia, Kemp, John, Kennedy, Karen, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Liang, Jieqin, Lin, Hong, Li, Rui, Li, Yingrui, Liu, Ryan, Lönnqvist, Jouko, Lopes, Margarida, Lotchkova, Valentina, MacArthur, Daniel, Marchini, Jonathan, Maslen, John, Massimo, Mangino, Mathieson, Iain, Marenne, Gaëlle, McGuffin, Peter, McIntosh, Andrew, McKechanie, Andrew G., McQuillin, Andrew, Metrustry, Sarah, Min, Josine, Mitchison, Hannah, Moayyeri, Alireza, Morris, James, Muntoni, Francesco, Northstone, Kate, O'Donnovan, Michael, Onoufriadis, Alexandros, O'Rahilly, Stephen, Oualkacha, Karim, Owen, Michael J., Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Perry, John, Pietilainen, Olli, Plagnol, Vincent, Quaye, Lydia, Quail, Michael A., Raymond, Lucy, Rehnström, Karola, Richards, Brent, Ring, Susan, Ritchie, Graham R. S., Roberts, Nicola, Savage, David B., Scambler, Peter, Schiffels, Stephen, Schmidts, Miriam, Schoenmakers, Nadia, Semple, Robert K., Serra, Eva, Sharp, Sally I., Shihab, Hasheem, Skuse, David, Small, Kerrin, Spasic-Boskovic, Olivera, Spector, Tim, St Clair, David, Stalker, Jim, Stevens, Elizabeth, St Pourcian, Beate, Sun, Jianping, Surdulescu, Gabriela, Suvisaari, Jaana, Tachmazidou, Ionna, Timpson, Nicholas, Tobin, Martin D., Valdes, Ana, Van Kogelenberg, Margriet, Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walters, James T. R., Wang, Guangbiao, Wang, Jun, Wang, Yu, Ward, Kirsten, Wheeler, Elanor, Whyte, Tamieka, Williams, Hywel, Williamson, Kathleen A., Wilson, Crispian, Wilson, Scott G., Wong, Kim, Xu, ChangJiang, Yang, Jian, Zhang, Fend, Zhang, Pingbo, and Zheng, Hou-Feng
Abstract: The analysis of rich catalogues of genetic variation from population-based sequencing provides an opportunity to screen for functional effects. Here we report a rare variant in APOC3 (rs138326449-A, minor allele frequency ~0.25% (UK)) associated with plasma triglyceride (TG) levels (−1.43 s.d. (s.e.=0.27 per minor allele (P-value=8.0 × 10−8)) discovered in 3,202 individuals with low read-depth, whole-genome sequence. We replicate this in 12,831 participants from five additional samples of Northern and Southern European origin (−1.0 s.d. (s.e.=0.173), P-value=7.32 × 10−9). This is consistent with an effect between 0.5 and 1.5 mmol l−1 dependent on population. We show that a single predicted splice donor variant is responsible for association signals and is independent of known common variants. Analyses suggest an independent relationship between rs138326449 and high-density lipoprotein (HDL) levels. This represents one of the first examples of a rare, large effect variant identified from whole-genome sequencing at a population scale.

110. Whole-genome sequence-based analysis of thyroid function

Author: Taylor, Peter N., Porcu, Eleonora, Chew, Shelby, Campbell, Purdey J., Traglia, Michela, Brown, Suzanne J., Mullin, Benjamin H., Shihab, Hashem A., Min, Josine, Walter, Klaudia, Memari, Yasin, Huang, Jie, Barnes, Michael R., Beilby, John P., Charoen, Pimphen, Danecek, Petr, Dudbridge, Frank, Forgetta, Vincenzo, Greenwood, Celia, Grundberg, Elin, Johnson, Andrew D., Hui, Jennie, Lim, Ee M., McCarthy, Shane, Muddyman, Dawn, Panicker, Vijay, Perry, John R.B., Bell, Jordana T., Yuan, Wei, Relton, Caroline, Gaunt, Tom, Schlessinger, David, Abecasis, Goncalo, Cucca, Francesco, Surdulescu, Gabriela L., Woltersdorf, Wolfram, Zeggini, Eleftheria, Zheng, Hou-Feng, Toniolo, Daniela, Dayan, Colin M., Naitza, Silvia, Walsh, John P., Spector, Tim, Davey Smith, George, Durbin, Richard, Brent Richards, J., Sanna, Serena, Soranzo, Nicole, Timpson, Nicholas J., Wilson, Scott G., Turki, Saeed Al, Anderson, Carl, Anney, Richard, Antony, Dinu, Artigas, Maria Soler, Ayub, Muhammad, Balasubramaniam, Senduran, Barrett, Jeffrey C., Barroso, Inês, Beales, Phil, Bentham, Jamie, Bhattacharya, Shoumo, Birney, Ewan, Blackwood, Douglas, Bobrow, Martin, Bochukova, Elena, Bolton, Patrick, Bounds, Rebecca, Boustred, Chris, Breen, Gerome, Calissano, Mattia, Carss, Keren, Chatterjee, Krishna, Chen, Lu, Ciampi, Antonio, Cirak, Sebhattin, Clapham, Peter, Clement, Gail, Coates, Guy, Collier, David, Cosgrove, Catherine, Cox, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Day-Williams, Aaron, Day, Ian N.M., Down, Thomas, Du, Yuanping, Dunham, Ian, Edkins, Sarah, Ellis, Peter, Evans, David, Faroogi, Sadaf, Fatemifar, Ghazaleh, Fitzpatrick, David R., Flicek, Paul, Flyod, James, Foley, A. Reghan, Franklin, Christopher S., Futema, Marta, Gallagher, Louise, Geihs, Matthias, Geschwind, Daniel, Griffin, Heather, Grozeva, Detelina, Guo, Xueqin, Guo, Xiaosen, Gurling, Hugh, Hart, Deborah, Hendricks, Audrey, Holmans, Peter, Howie, Bryan, Huang, Liren, Hubbard, Tim, Humphries, Steve E., Hurles, Matthew E., Hysi, Pirro, Jackson, David K., Jamshidi, Yalda, Jing, Tian, Joyce, Chris, Kaye, Jane, Keane, Thomas, Keogh, Julia, Kemp, John, Kennedy, Karen, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Liang, Jieqin, Lin, Hong, Li, Rui, Li, Yingrui, Liu, Ryan, Lönnqvist, Jouko, Lopes, Margarida, Lotchkova, Valentina, MacArthur, Daniel, Marchini, Jonathan, Maslen, John, Massimo, Mangino, Mathieson, Iain, Marenne, Gaëlle, McGuffin, Peter, McIntosh, Andrew, McKechanie, Andrew G., McQuillin, Andrew, Metrustry, Sarah, Mitchison, Hannah, Moayyeri, Alireza, Morris, James, Muntoni, Francesco, Northstone, Kate, O'Donnovan, Michael, Onoufriadis, Alexandros, O'Rahilly, Stephen, Oualkacha, Karim, Owen, Michael J., Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Pietilainen, Olli, Plagnol, Vincent, Quaye, Lydia, Quai, Michael A., Raymond, Lucy, Rehnström, Karola, Richards, Brent, Ring, Susan, Ritchie, Graham R.S., Roberts, Nicola, Savage, David B., Scambler, Peter, Schiffels, Stephen, Schmidts, Miriam, Schoenmakers, Nadia, Semple, Robert K., Serra, Eva, Sharp, Sally I., Shin, So-Youn, Skuse, David, Small, Kerrin, Southam, Lorraine, Spasic-Boskovic, Olivera, Clair, David St, Stalker, Jim, Stevens, Elizabeth, Pourcian, Beate St, Sun, Jianping, Suvisaari, Jaana, Tachmazidou, Ionna, Tobin, Martin D., Valdes, Ana, Kogelenberg, Margriet Van, Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walters, James T.R., Wang, Guangbiao, Wang, Jun, Wang, Yu, Ward, Kirsten, Wheeler, Elanor, Whyte, Tamieka, Williams, Hywel, Williamson, Kathleen A., Wilson, Crispian, Wong, Kim, Xu, ChangJiang, Yang, Jian, Zhang, Fend, Zhang, Pingbo, Taylor, Peter N., Porcu, Eleonora, Chew, Shelby, Campbell, Purdey J., Traglia, Michela, Brown, Suzanne J., Mullin, Benjamin H., Shihab, Hashem A., Min, Josine, Walter, Klaudia, Memari, Yasin, Huang, Jie, Barnes, Michael R., Beilby, John P., Charoen, Pimphen, Danecek, Petr, Dudbridge, Frank, Forgetta, Vincenzo, Greenwood, Celia, Grundberg, Elin, Johnson, Andrew D., Hui, Jennie, Lim, Ee M., McCarthy, Shane, Muddyman, Dawn, Panicker, Vijay, Perry, John R.B., Bell, Jordana T., Yuan, Wei, Relton, Caroline, Gaunt, Tom, Schlessinger, David, Abecasis, Goncalo, Cucca, Francesco, Surdulescu, Gabriela L., Woltersdorf, Wolfram, Zeggini, Eleftheria, Zheng, Hou-Feng, Toniolo, Daniela, Dayan, Colin M., Naitza, Silvia, Walsh, John P., Spector, Tim, Davey Smith, George, Durbin, Richard, Brent Richards, J., Sanna, Serena, Soranzo, Nicole, Timpson, Nicholas J., Wilson, Scott G., Turki, Saeed Al, Anderson, Carl, Anney, Richard, Antony, Dinu, Artigas, Maria Soler, Ayub, Muhammad, Balasubramaniam, Senduran, Barrett, Jeffrey C., Barroso, Inês, Beales, Phil, Bentham, Jamie, Bhattacharya, Shoumo, Birney, Ewan, Blackwood, Douglas, Bobrow, Martin, Bochukova, Elena, Bolton, Patrick, Bounds, Rebecca, Boustred, Chris, Breen, Gerome, Calissano, Mattia, Carss, Keren, Chatterjee, Krishna, Chen, Lu, Ciampi, Antonio, Cirak, Sebhattin, Clapham, Peter, Clement, Gail, Coates, Guy, Collier, David, Cosgrove, Catherine, Cox, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Day-Williams, Aaron, Day, Ian N.M., Down, Thomas, Du, Yuanping, Dunham, Ian, Edkins, Sarah, Ellis, Peter, Evans, David, Faroogi, Sadaf, Fatemifar, Ghazaleh, Fitzpatrick, David R., Flicek, Paul, Flyod, James, Foley, A. Reghan, Franklin, Christopher S., Futema, Marta, Gallagher, Louise, Geihs, Matthias, Geschwind, Daniel, Griffin, Heather, Grozeva, Detelina, Guo, Xueqin, Guo, Xiaosen, Gurling, Hugh, Hart, Deborah, Hendricks, Audrey, Holmans, Peter, Howie, Bryan, Huang, Liren, Hubbard, Tim, Humphries, Steve E., Hurles, Matthew E., Hysi, Pirro, Jackson, David K., Jamshidi, Yalda, Jing, Tian, Joyce, Chris, Kaye, Jane, Keane, Thomas, Keogh, Julia, Kemp, John, Kennedy, Karen, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Liang, Jieqin, Lin, Hong, Li, Rui, Li, Yingrui, Liu, Ryan, Lönnqvist, Jouko, Lopes, Margarida, Lotchkova, Valentina, MacArthur, Daniel, Marchini, Jonathan, Maslen, John, Massimo, Mangino, Mathieson, Iain, Marenne, Gaëlle, McGuffin, Peter, McIntosh, Andrew, McKechanie, Andrew G., McQuillin, Andrew, Metrustry, Sarah, Mitchison, Hannah, Moayyeri, Alireza, Morris, James, Muntoni, Francesco, Northstone, Kate, O'Donnovan, Michael, Onoufriadis, Alexandros, O'Rahilly, Stephen, Oualkacha, Karim, Owen, Michael J., Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Pietilainen, Olli, Plagnol, Vincent, Quaye, Lydia, Quai, Michael A., Raymond, Lucy, Rehnström, Karola, Richards, Brent, Ring, Susan, Ritchie, Graham R.S., Roberts, Nicola, Savage, David B., Scambler, Peter, Schiffels, Stephen, Schmidts, Miriam, Schoenmakers, Nadia, Semple, Robert K., Serra, Eva, Sharp, Sally I., Shin, So-Youn, Skuse, David, Small, Kerrin, Southam, Lorraine, Spasic-Boskovic, Olivera, Clair, David St, Stalker, Jim, Stevens, Elizabeth, Pourcian, Beate St, Sun, Jianping, Suvisaari, Jaana, Tachmazidou, Ionna, Tobin, Martin D., Valdes, Ana, Kogelenberg, Margriet Van, Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walters, James T.R., Wang, Guangbiao, Wang, Jun, Wang, Yu, Ward, Kirsten, Wheeler, Elanor, Whyte, Tamieka, Williams, Hywel, Williamson, Kathleen A., Wilson, Crispian, Wong, Kim, Xu, ChangJiang, Yang, Jian, Zhang, Fend, and Zhang, Pingbo
Abstract: Normal thyroid function is essential for health, but its genetic architecture remains poorly understood. Here, for the heritable thyroid traits thyrotropin (TSH) and free thyroxine (FT4), we analyse whole-genome sequence data from the UK10K project (N=2,287). Using additional whole-genome sequence and deeply imputed data sets, we report meta-analysis results for common variants (MAF≥1%) associated with TSH and FT4 (N=16,335). For TSH, we identify a novel variant in SYN2 (MAF=23.5%, P=6.15 × 10−9) and a new independent variant in PDE8B (MAF=10.4%, P=5.94 × 10−14). For FT4, we report a low-frequency variant near B4GALT6/SLC25A52 (MAF=3.2%, P=1.27 × 10−9) tagging a rare TTR variant (MAF=0.4%, P=2.14 × 10−11). All common variants explain ≥20% of the variance in TSH and FT4. Analysis of rare variants (MAF<1%) using sequence kernel association testing reveals a novel association with FT4 in NRG1. Our results demonstrate that increased coverage in whole-genome sequence association studies identifies novel variants associated with thyroid function.

111. A rare variant in APOC3 is associated with plasma triglyceride and VLDL levels in Europeans

Author: Timpson, Nicholas J., Walter, Klaudia, Min, Josine L., Tachmazidou, Ioanna, Malerba, Giovanni, Shin, So-Youn, Chen, Lu, Futema, Marta, Southam, Lorraine, Iotchkova, Valentina, Cocca, Massimiliano, Huang, Jie, Memari, Yasin, McCarthy, Shane, Danecek, Petr, Muddyman, Dawn, Mangino, Massimo, Menni, Cristina, Perry, John R. B., Ring, Susan M., Gaye, Amadou, Dedoussis, George, Farmaki, Aliki-Eleni, Burton, Paul, Talmud, Philippa J., Gambaro, Giovanni, Spector, Tim D., Smith, George Davey, Durbin, Richard, Richards, J Brent, Humphries, Steve E., Zeggini, Eleftheria, Soranzo, Nicole, Al Turki, Saeed, Anderson, Carl, Anney, Richard, Antony, Dinu, Soler Artigas, Maria, Ayub, Muhammad, Balasubramaniam, Senduran, Barrett, Jeffrey C., Barroso, Inês, Beales, Phil, Bentham, Jamie, Bhattacharya, Shoumo, Birney, Ewan, Blackwood, Douglas, Bobrow, Martin, Bochukova, Elena, Bolton, Patrick, Bounds, Rebecca, Boustred, Chris, Breen, Gerome, Calissano, Mattia, Carss, Keren, Chatterjee, Krishna, Ciampi, Antonio, Cirak, Sebhattin, Clapham, Peter, Clement, Gail, Coates, Guy, Collier, David, Cosgrove, Catherine, Cox, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Davey Smith, George, Day-Williams, Aaron, Day, Ian N. M., Down, Thomas, Du, Yuanping, Dunham, Ian, Edkins, Sarah, Ellis, Peter, Evans, David, Faroogi, Sadaf, Fatemifar, Ghazaleh, Fitzpatrick, David R., Flicek, Paul, Flyod, James, Foley, A Reghan, Franklin, Christopher S, Gallagher, Louise, Gaunt, Tom, Geihs, Matthias, Geschwind, Daniel, Greenwood, Celia, Griffin, Heather, Grozeva, Detelina, Guo, Xueqin, Guo, Xiaosen, Gurling, Hugh, Hart, Deborah, Hendricks, Audrey, Holmans, Peter, Howie, Bryan, Huang, Liren, Hubbard, Tim, Hurles, Matthew E., Hysi, Pirro, Jackson, David K., Jamshidi, Yalda, Jing, Tian, Joyce, Chris, Kaye, Jane, Keane, Thomas, Keogh, Julia, Kemp, John, Kennedy, Karen, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Liang, Jieqin, Lin, Hong, Li, Rui, Li, Yingrui, Liu, Ryan, Lönnqvist, Jouko, Lopes, Margarida, Lotchkova, Valentina, MacArthur, Daniel, Marchini, Jonathan, Maslen, John, Massimo, Mangino, Mathieson, Iain, Marenne, Gaëlle, McGuffin, Peter, McIntosh, Andrew, McKechanie, Andrew G., McQuillin, Andrew, Metrustry, Sarah, Min, Josine, Mitchison, Hannah, Moayyeri, Alireza, Morris, James, Muntoni, Francesco, Northstone, Kate, O'Donnovan, Michael, Onoufriadis, Alexandros, O'Rahilly, Stephen, Oualkacha, Karim, Owen, Michael J., Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Perry, John, Pietilainen, Olli, Plagnol, Vincent, Quaye, Lydia, Quail, Michael A., Raymond, Lucy, Rehnström, Karola, Richards, Brent, Ring, Susan, Ritchie, Graham R. S., Roberts, Nicola, Savage, David B., Scambler, Peter, Schiffels, Stephen, Schmidts, Miriam, Schoenmakers, Nadia, Semple, Robert K., Serra, Eva, Sharp, Sally I., Shihab, Hasheem, Skuse, David, Small, Kerrin, Spasic-Boskovic, Olivera, Spector, Tim, St Clair, David, Stalker, Jim, Stevens, Elizabeth, St Pourcian, Beate, Sun, Jianping, Surdulescu, Gabriela, Suvisaari, Jaana, Tachmazidou, Ionna, Timpson, Nicholas, Tobin, Martin D., Valdes, Ana, Van Kogelenberg, Margriet, Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walters, James T. R., Wang, Guangbiao, Wang, Jun, Wang, Yu, Ward, Kirsten, Wheeler, Elanor, Whyte, Tamieka, Williams, Hywel, Williamson, Kathleen A., Wilson, Crispian, Wilson, Scott G., Wong, Kim, Xu, ChangJiang, Yang, Jian, Zhang, Fend, Zhang, Pingbo, Zheng, Hou-Feng, Timpson, Nicholas J., Walter, Klaudia, Min, Josine L., Tachmazidou, Ioanna, Malerba, Giovanni, Shin, So-Youn, Chen, Lu, Futema, Marta, Southam, Lorraine, Iotchkova, Valentina, Cocca, Massimiliano, Huang, Jie, Memari, Yasin, McCarthy, Shane, Danecek, Petr, Muddyman, Dawn, Mangino, Massimo, Menni, Cristina, Perry, John R. B., Ring, Susan M., Gaye, Amadou, Dedoussis, George, Farmaki, Aliki-Eleni, Burton, Paul, Talmud, Philippa J., Gambaro, Giovanni, Spector, Tim D., Smith, George Davey, Durbin, Richard, Richards, J Brent, Humphries, Steve E., Zeggini, Eleftheria, Soranzo, Nicole, Al Turki, Saeed, Anderson, Carl, Anney, Richard, Antony, Dinu, Soler Artigas, Maria, Ayub, Muhammad, Balasubramaniam, Senduran, Barrett, Jeffrey C., Barroso, Inês, Beales, Phil, Bentham, Jamie, Bhattacharya, Shoumo, Birney, Ewan, Blackwood, Douglas, Bobrow, Martin, Bochukova, Elena, Bolton, Patrick, Bounds, Rebecca, Boustred, Chris, Breen, Gerome, Calissano, Mattia, Carss, Keren, Chatterjee, Krishna, Ciampi, Antonio, Cirak, Sebhattin, Clapham, Peter, Clement, Gail, Coates, Guy, Collier, David, Cosgrove, Catherine, Cox, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Curtis, David, Daly, Allan, Davey Smith, George, Day-Williams, Aaron, Day, Ian N. M., Down, Thomas, Du, Yuanping, Dunham, Ian, Edkins, Sarah, Ellis, Peter, Evans, David, Faroogi, Sadaf, Fatemifar, Ghazaleh, Fitzpatrick, David R., Flicek, Paul, Flyod, James, Foley, A Reghan, Franklin, Christopher S, Gallagher, Louise, Gaunt, Tom, Geihs, Matthias, Geschwind, Daniel, Greenwood, Celia, Griffin, Heather, Grozeva, Detelina, Guo, Xueqin, Guo, Xiaosen, Gurling, Hugh, Hart, Deborah, Hendricks, Audrey, Holmans, Peter, Howie, Bryan, Huang, Liren, Hubbard, Tim, Hurles, Matthew E., Hysi, Pirro, Jackson, David K., Jamshidi, Yalda, Jing, Tian, Joyce, Chris, Kaye, Jane, Keane, Thomas, Keogh, Julia, Kemp, John, Kennedy, Karen, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lawson, Daniel, Lee, Irene, Lek, Monkol, Liang, Jieqin, Lin, Hong, Li, Rui, Li, Yingrui, Liu, Ryan, Lönnqvist, Jouko, Lopes, Margarida, Lotchkova, Valentina, MacArthur, Daniel, Marchini, Jonathan, Maslen, John, Massimo, Mangino, Mathieson, Iain, Marenne, Gaëlle, McGuffin, Peter, McIntosh, Andrew, McKechanie, Andrew G., McQuillin, Andrew, Metrustry, Sarah, Min, Josine, Mitchison, Hannah, Moayyeri, Alireza, Morris, James, Muntoni, Francesco, Northstone, Kate, O'Donnovan, Michael, Onoufriadis, Alexandros, O'Rahilly, Stephen, Oualkacha, Karim, Owen, Michael J., Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy R., Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Perry, John, Pietilainen, Olli, Plagnol, Vincent, Quaye, Lydia, Quail, Michael A., Raymond, Lucy, Rehnström, Karola, Richards, Brent, Ring, Susan, Ritchie, Graham R. S., Roberts, Nicola, Savage, David B., Scambler, Peter, Schiffels, Stephen, Schmidts, Miriam, Schoenmakers, Nadia, Semple, Robert K., Serra, Eva, Sharp, Sally I., Shihab, Hasheem, Skuse, David, Small, Kerrin, Spasic-Boskovic, Olivera, Spector, Tim, St Clair, David, Stalker, Jim, Stevens, Elizabeth, St Pourcian, Beate, Sun, Jianping, Surdulescu, Gabriela, Suvisaari, Jaana, Tachmazidou, Ionna, Timpson, Nicholas, Tobin, Martin D., Valdes, Ana, Van Kogelenberg, Margriet, Vijayarangakannan, Parthiban, Visscher, Peter M., Wain, Louise V., Walters, James T. R., Wang, Guangbiao, Wang, Jun, Wang, Yu, Ward, Kirsten, Wheeler, Elanor, Whyte, Tamieka, Williams, Hywel, Williamson, Kathleen A., Wilson, Crispian, Wilson, Scott G., Wong, Kim, Xu, ChangJiang, Yang, Jian, Zhang, Fend, Zhang, Pingbo, and Zheng, Hou-Feng
Abstract: The analysis of rich catalogues of genetic variation from population-based sequencing provides an opportunity to screen for functional effects. Here we report a rare variant in APOC3 (rs138326449-A, minor allele frequency ~0.25% (UK)) associated with plasma triglyceride (TG) levels (−1.43 s.d. (s.e.=0.27 per minor allele (P-value=8.0 × 10−8)) discovered in 3,202 individuals with low read-depth, whole-genome sequence. We replicate this in 12,831 participants from five additional samples of Northern and Southern European origin (−1.0 s.d. (s.e.=0.173), P-value=7.32 × 10−9). This is consistent with an effect between 0.5 and 1.5 mmol l−1 dependent on population. We show that a single predicted splice donor variant is responsible for association signals and is independent of known common variants. Analyses suggest an independent relationship between rs138326449 and high-density lipoprotein (HDL) levels. This represents one of the first examples of a rare, large effect variant identified from whole-genome sequencing at a population scale.

112. TCTEX1D2 mutations underlie Jeune asphyxiating thoracic dystrophy with impaired retrograde intraflagellar transport

Author: Schmidts, Miriam, Hou, Yuqing, Cortés, Claudio R., Mans, Dorus A., Huber, Celine, Boldt, Karsten, Patel, Mitali, van Reeuwijk, Jeroen, Plaza, Jean-Marc, van Beersum, Sylvia E. C., Yap, Zhi Min, Letteboer, Stef J. F., Taylor, S. Paige, Herridge, Warren, Johnson, Colin A., Scambler, Peter J., Ueffing, Marius, Kayserili, Hulya, Krakow, Deborah, King, Stephen M., Beales, Philip L., Al-Gazali, Lihadh, Wicking, Carol, Cormier-Daire, Valerie, Roepman, Ronald, Mitchison, Hannah M., Witman, George B., Al-Turki, Saeed, Anderson, Carl, Anney, Richard, Antony, Dinu, Asimit, Jennifer, Ayub, Mohammad, Barrett, Jeff, Barroso, Inês, Bentham, Jamie, Bhattacharya, Shoumo, Blackwood, Douglas, Bobrow, Martin, Bochukova, Elena, Bolton, Patrick, Boustred, Chris, Breen, Gerome, Brion, Marie-Jo, Brown, Andrew, Calissano, Mattia, Carss, Keren, Chatterjee, Krishna, Chen, Lu, Cirak, Sebhattin, Clapham, Peter, Clement, Gail, Coates, Guy, Collier, David, Cosgrove, Catherine, Cox, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Daly, Allan, Danecek, Petr, Smith, George Davey, Day-Williams, Aaron, Day, Ian, Durbin, Richard, Edkins, Sarah, Ellis, Peter, Evans, David, Farooqi, I. Sadaf, Fatemifar, Ghazaleh, Fitzpatrick, David, Flicek, Paul, Floyd, Jamie, Foley, A. Reghan, Franklin, Chris, Futema, Marta, Gallagher, Louise, Gaunt, Tom, Geschwind, Daniel, Greenwood, Celia, Grozeva, Detelina, Guo, Xiaosen, Gurling, Hugh, Hart, Deborah, Hendricks, Audrey, Holmans, Peter, Huang, Jie, Humphries, Steve E., Hurles, Matt, Hysi, Pirro, Jackson, David, Jamshidi, Yalda, Jewell, David, Chris, Joyce, Kaye, Jane, Keane, Thomas, Kemp, John, Kennedy, Karen, Kent, Alastair, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lee, Irene, Li, Rui, Li, Yingrui, Ryan, Liu, Lönnqvist, Jouko, Lopes, Margarida, MacArthur, Daniel G., Massimo, Mangino, Marchini, Jonathan, Maslen, John, McCarthy, Shane, McGuffin, Peter, McIntosh, Andrew, McKechanie, Andrew, McQuillin, Andrew, Memari, Yasin, Metrustry, Sarah, Min, Josine, Moayyeri, Alireza, Morris, James, Muddyman, Dawn, Muntoni, Francesco, Northstone, Kate, O’Donovan, Michael, O’Rahilly, Stephen, Onoufriadis, Alexandros, Oualkacha, Karim, Owen, Michael, Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy, Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Perry, John, Pietilainen, Olli, Plagnol, Vincent, Quail, Michael A., Quaye, Lydia, Raymond, Lucy, Rehnström, Karola, Brent Richards, J., Ring, Sue, Ritchie, Graham R S, Savage, David B., Schoenmakers, Nadia, Semple, Robert K., Serra, Eva, Shihab, Hashem, Shin, So-Youn, Skuse, David, Small, Kerrin, Smee, Carol, Soler, Artigas María, Soranzo, Nicole, Southam, Lorraine, Spector, Tim, St Pourcain, Beate, St. Clair, David, Stalker, Jim, Surdulescu, Gabriela, Suvisaari, Jaana, Tachmazidou, Ioanna, Tian, Jing, Timpson, Nic, Tobin, Martin, Valdes, Ana, van Kogelenberg, Margriet, Vijayarangakannan, Parthiban, Wain, Louise, Walter, Klaudia, Wang, Jun, Ward, Kirsten, Wheeler, Ellie, Whittall, Ros, Williams, Hywel, Williamson, Kathy, Wilson, Scott G., Wong, Kim, Whyte, Tamieka, ChangJiang, Xu, Zeggini, Eleftheria, Zhang, Feng, Zheng, Hou-Feng, Schmidts, Miriam, Hou, Yuqing, Cortés, Claudio R., Mans, Dorus A., Huber, Celine, Boldt, Karsten, Patel, Mitali, van Reeuwijk, Jeroen, Plaza, Jean-Marc, van Beersum, Sylvia E. C., Yap, Zhi Min, Letteboer, Stef J. F., Taylor, S. Paige, Herridge, Warren, Johnson, Colin A., Scambler, Peter J., Ueffing, Marius, Kayserili, Hulya, Krakow, Deborah, King, Stephen M., Beales, Philip L., Al-Gazali, Lihadh, Wicking, Carol, Cormier-Daire, Valerie, Roepman, Ronald, Mitchison, Hannah M., Witman, George B., Al-Turki, Saeed, Anderson, Carl, Anney, Richard, Antony, Dinu, Asimit, Jennifer, Ayub, Mohammad, Barrett, Jeff, Barroso, Inês, Bentham, Jamie, Bhattacharya, Shoumo, Blackwood, Douglas, Bobrow, Martin, Bochukova, Elena, Bolton, Patrick, Boustred, Chris, Breen, Gerome, Brion, Marie-Jo, Brown, Andrew, Calissano, Mattia, Carss, Keren, Chatterjee, Krishna, Chen, Lu, Cirak, Sebhattin, Clapham, Peter, Clement, Gail, Coates, Guy, Collier, David, Cosgrove, Catherine, Cox, Tony, Craddock, Nick, Crooks, Lucy, Curran, Sarah, Daly, Allan, Danecek, Petr, Smith, George Davey, Day-Williams, Aaron, Day, Ian, Durbin, Richard, Edkins, Sarah, Ellis, Peter, Evans, David, Farooqi, I. Sadaf, Fatemifar, Ghazaleh, Fitzpatrick, David, Flicek, Paul, Floyd, Jamie, Foley, A. Reghan, Franklin, Chris, Futema, Marta, Gallagher, Louise, Gaunt, Tom, Geschwind, Daniel, Greenwood, Celia, Grozeva, Detelina, Guo, Xiaosen, Gurling, Hugh, Hart, Deborah, Hendricks, Audrey, Holmans, Peter, Huang, Jie, Humphries, Steve E., Hurles, Matt, Hysi, Pirro, Jackson, David, Jamshidi, Yalda, Jewell, David, Chris, Joyce, Kaye, Jane, Keane, Thomas, Kemp, John, Kennedy, Karen, Kent, Alastair, Kolb-Kokocinski, Anja, Lachance, Genevieve, Langford, Cordelia, Lee, Irene, Li, Rui, Li, Yingrui, Ryan, Liu, Lönnqvist, Jouko, Lopes, Margarida, MacArthur, Daniel G., Massimo, Mangino, Marchini, Jonathan, Maslen, John, McCarthy, Shane, McGuffin, Peter, McIntosh, Andrew, McKechanie, Andrew, McQuillin, Andrew, Memari, Yasin, Metrustry, Sarah, Min, Josine, Moayyeri, Alireza, Morris, James, Muddyman, Dawn, Muntoni, Francesco, Northstone, Kate, O’Donovan, Michael, O’Rahilly, Stephen, Onoufriadis, Alexandros, Oualkacha, Karim, Owen, Michael, Palotie, Aarno, Panoutsopoulou, Kalliope, Parker, Victoria, Parr, Jeremy, Paternoster, Lavinia, Paunio, Tiina, Payne, Felicity, Perry, John, Pietilainen, Olli, Plagnol, Vincent, Quail, Michael A., Quaye, Lydia, Raymond, Lucy, Rehnström, Karola, Brent Richards, J., Ring, Sue, Ritchie, Graham R S, Savage, David B., Schoenmakers, Nadia, Semple, Robert K., Serra, Eva, Shihab, Hashem, Shin, So-Youn, Skuse, David, Small, Kerrin, Smee, Carol, Soler, Artigas María, Soranzo, Nicole, Southam, Lorraine, Spector, Tim, St Pourcain, Beate, St. Clair, David, Stalker, Jim, Surdulescu, Gabriela, Suvisaari, Jaana, Tachmazidou, Ioanna, Tian, Jing, Timpson, Nic, Tobin, Martin, Valdes, Ana, van Kogelenberg, Margriet, Vijayarangakannan, Parthiban, Wain, Louise, Walter, Klaudia, Wang, Jun, Ward, Kirsten, Wheeler, Ellie, Whittall, Ros, Williams, Hywel, Williamson, Kathy, Wilson, Scott G., Wong, Kim, Whyte, Tamieka, ChangJiang, Xu, Zeggini, Eleftheria, Zhang, Feng, and Zheng, Hou-Feng
Abstract: The analysis of individuals with ciliary chondrodysplasias can shed light on sensitive mechanisms controlling ciliogenesis and cell signalling that are essential to embryonic development and survival. Here we identify TCTEX1D2 mutations causing Jeune asphyxiating thoracic dystrophy with partially penetrant inheritance. Loss of TCTEX1D2 impairs retrograde intraflagellar transport (IFT) in humans and the protist Chlamydomonas, accompanied by destabilization of the retrograde IFT dynein motor. We thus define TCTEX1D2 as an integral component of the evolutionarily conserved retrograde IFT machinery. In complex with several IFT dynein light chains, it is required for correct vertebrate skeletal formation but may be functionally redundant under certain conditions.

113. Postmortem Interval Influences α-Synuclein Expression in Parkinson Disease Brain

Author: Dumitriu, Alexandra, Moser, Carlee, C. Hadzi, Tiffany, L. Williamson, Sally, D. Pacheco, Christopher, E. Hendricks, Audrey, C. Latourelle, Jeanne, B. Wilk, Jemma, L. DeStefano, Anita, and H. Myers, Richard
Abstract: Duplications and triplications of the α-synuclein (SNCA) gene increase risk for PD, suggesting increased expression levels of the gene to be associated with increased PD risk. However, past SNCA expression studies in brain tissue report inconsistent results. We examined expression of the full-length SNCA transcript (140 amino acid protein isoform), as well as total SNCA mRNA levels in 165 frontal cortex samples (101 PD, 64 control) using quantitative real-time polymerase chain reaction. Additionally, we evaluated the relationship of eight SNPs in both 5′ and 3′ regions of SNCA with the gene expression levels. The association between postmortem interval (PMI) and SNCA expression was different for PD and control samples: SNCA expression decreased with increasing PMI in cases, while staying relatively constant in controls. For short PMI, SNCA expression was increased in PD relative to control samples, whereas for long PMI, SNCA expression in PD was decreased relative to control samples.
Published: 2012
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114. Body mass index is negatively associated with telomere length: a collaborative cross-sectional meta-analysis of 87 observational studies

Author: Gil Atzmon, Rosalind Ramsey-Goldman, Barry J. McDonnell, Yun-Ling Zheng, David Gilley, Teresa E. Seeman, Maciej Tomaszewski, Massimo Mangino, Geja J. Hageman, Florian Kronenberg, Iiris Hovatta, Giuseppe Paolisso, Line Rode, Ellen W. Demerath, Jaakko Kaprio, Katarina Nordfjäll, Jonathan N. Hofmann, Peter Willeit, Rosana Maria dos Reis, Barbara Kollerits, Andrea Elena Iglesias Molli, Guo Cheng, Wei Zheng, Karen A. Mather, Daniel Eisenberg, Fadi J. Charchar, Sarah E. Harris, Bianca D’Antono, Jason Y.Y. Wong, Sofia Pavanello, Lisa A. Boardman, Guillaume Paré, Jacob B. H. Hjelmborg, Erik J. Giltay, Tim De Meyer, Evangelia Antoniou, Dmytro Krasnienkov, Maurice P. Zeegers, Marek Kasielski, Audrey E. Hendricks, Linda Broer, Lifang Hou, Andrew Steptoe, Andrew J. Pellatt, Jennifer A. Nettleton, Vanessa A. Diaz, Steven C. Hunt, Marij Gielen, Josine E. Verhoeven, Christian Gieger, Roxanne Schaakxs, Belinda L. Needham, Catherine Duggan, Timo E. Strandberg, Ute Mons, Klelia D. Salpea, Jeremy D. Kark, Raffaela Zannolli, Muthuswamy Balasubramanyam, Michael Chong, Richard P. Ebstein, Daniel Bunout, Amelia Marti, Kristina Sundquist, Lisa Mirabello, Hisham Nassar, David J. Kurz, Ramin Farzaneh-Far, Ilja Demuth, Pim van der Harst, Gielen, Marij, Hageman, Geja J., Antoniou, Evangelia E., Nordfjall, Katarina, Mangino, Massimo, Balasubramanyam, Muthuswamy, De Meyer, Tim, Hendricks, Audrey E., Giltay, Erik J., Hunt, Steven C., Nettleton, Jennifer A., Salpea, Klelia D., Diaz, Vanessa A., Farzaneh-Far, Ramin, Atzmon, Gil, Harris, Sarah E., Hou, Lifang, Gilley, David, Hovatta, Iiri, Kark, Jeremy D., Nassar, Hisham, Kurz, David J., Mather, Karen A., Willeit, Peter, Zheng, Yun-Ling, Pavanello, Sofia, Demerath, Ellen W., Rode, Line, Bunout, Daniel, Steptoe, Andrew, Boardman, Lisa, Marti, Amelia, Needham, Belinda, Zheng, Wei, Ramsey-Goldman, Rosalind, Pellatt, Andrew J., Kaprio, Jaakko, Hofmann, Jonathan N., Gieger, Christian, Paolisso, Giuseppe, Hjelmborg, Jacob B. H., Mirabello, Lisa, Seeman, Teresa, Wong, Jason, Van Der Harst, Pim, Broer, Linda, Kronenberg, Florian, Kollerits, Barbara, Strandberg, Timo, Eisenberg, Dan T. A., Duggan, Catherine, Verhoeven, Josine E., Schaakxs, Roxanne, Zannolli, Raffaela, Dos Reis, Rosana M. R., Charchar, Fadi J., Tomaszewski, Maciej, Mons, Ute, Demuth, Ilja, Molli, Andrea Elena Iglesia, Cheng, Guo, Krasnienkov, Dmytro, D'Antono, Bianca, Kasielski, Marek, Mcdonnell, Barry J., Ebstein, Richard Paul, Sundquist, Kristina, Pare, Guillaume, Chong, Michael, Zeegers, Maurice P., Complexe Genetica, RS: NUTRIM - R3 - Respiratory & Age-related Health, Farmacologie en Toxicologie, Section Eating Disorders and Obesity, RS: FPN CPS II, RS: CAPHRI - R5 - Optimising Patient Care, TELOMAAS Group, Internal Medicine, Psychiatry, APH - Mental Health, and Cardiovascular Centre (CVC)
Subjects: 0301 basic medicine, Male, obesity, Cross-sectional study, Medicine (miscellaneous), BMI, Low-grade inflammation, Meta-analysis, Obesity, Observational studies, Telomere length, Nutrition and Dietetics, 030204 cardiovascular system & hematology, Body Mass Index, 0302 clinical medicine, Ethnicity, Leukocytes, telomere length, low-grade inflammation, Young adult, Telomere Shortening, 2. Zero hunger, Aged, 80 and over, education.field_of_study, INSULIN-RESISTANCE, Age Factors, Middle Aged, Telomere, OXIDATIVE DNA-DAMAGE, Original Research Communications, CARDIOVASCULAR-DISEASE, STRONG HEART FAMILY, CORONARY-ARTERY CALCIFICATION, Adult, Adolescent, Population, INFLAMAÇÃO, 03 medical and health sciences, Insulin resistance, Sex Factors, Linear regression, medicine, Humans, Meta-analysi, education, observational studies, Aged, CANCER RISK, business.industry, II BASE-II, medicine.disease, Observational studie, AMERICAN-INDIANS, meta-analysis, 030104 developmental biology, Cross-Sectional Studies, PULSE-WAVE VELOCITY, HELSINKI BIRTH COHORT, business, Body mass index, Demography
Abstract: Background: Even before the onset of age-related diseases, obesity might be a contributing factor to the cumulative burden of oxidative stress and chronic inflammation throughout the life course. Obesity may therefore contribute to accelerated shortening of telomeres. Consequently, obese persons are more likely to have shorter telomeres, but the association between body mass index (BMI) and leukocyte telomere length (TL) might differ across the life span and between ethnicities and sexes. Objective: A collaborative cross-sectionalmeta-analysis of observational studies was conducted to investigate the associations between BMI and TL across the life span. Design: Eighty-seven distinct study samples were included in the meta-analysis capturing data from 146,114 individuals. Studyspecific age- and sex-adjusted regression coefficients were combined by using a random-effects model in which absolute [base pairs (bp)] and relative telomere to single-copy gene ratio (T/S ratio) TLs were regressed against BMI. Stratified analysis was performed by 3 age categories ("young": 18-60 y; "middle": 61-75 y; and "old": >75 y), sex, and ethnicity. Results: Each unit increase in BMI corresponded to a-3.99 bp (95% CI: -5.17, -2.81 bp) difference in TL in the total pooled sample; among young adults, each unit increase in BMI corresponded to a -7.67 bp (95% CI:-10.03,-5.31 bp) difference. Each unit increase in BMI corresponded to a -1.58 × 10-3 unit T/S ratio (0.16% decrease; 95% CI: -2.14 × 10-3, -1.01 × 10-3) difference in ageand sex-adjusted relative TL in the total pooled sample; among young adults, each unit increase in BMI corresponded to a -2.58 × 10-3 unit T/S ratio (0.26% decrease; 95% CI: -3.92 × 10-3, -1.25 × 10-3). The associations were predominantly for the white pooled population. No sex differences were observed. Conclusions: A higher BMI is associated with shorter telomeres, especially in younger individuals. The presently observed difference is not negligible. Meta-analyses of longitudinal studies evaluating change in body weight alongside change in TL arewarranted.
Published: 2018
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115. Protein-altering variants associated with body mass index implicate pathways that control energy intake and expenditure in obesity

Author: Alison Pattie, Ailith Pirie, Francis S. Collins, Charles Kooperberg, Nienke van Leeuwen, Carmel Moore, Sharon L.R. Kardia, Neil R. Robertson, Lisa Bastarache, Allan Linneberg, Peter T. Campbell, Helena Kuivaniemi, Struan F.A. Grant, Sascha Fauser, Sekar Kathiresan, Lars Lind, Erin B. Ware, Olli T. Raitakari, Dawn M. Waterworth, James G. Wilson, Markus Perola, Chris J. Packard, Michelle L. O'Donoghue, Fredrik Karpe, Roel A. Ophoff, Sailaja Vedantam, Artitaya Lophatananon, Uwe Völker, Emmanouil Tsafantakis, Hakon Hakonarson, Dajiang J. Liu, Craig E. Pennell, Xueling Sim, Jennifer E. Huffman, Sandosh Padmanabhan, Digna R. Velez Edwards, Michiel L. Bots, Ayush Giri, Renée de Mutsert, Emanuele Di Angelantonio, Nicholas J. Wareham, Jin Li, Gail P. Jarvik, Evangelos Evangelou, Anne Tybjærg-Hansen, Patricia B. Munroe, Penny Gordon-Larsen, Lia E. Bang, Ivan Brandslund, Hester M. den Ruijter, Jussi Hernesniemi, Nancy L. Heard-Costa, Angela L. Mazul, Jonathan Tyrer, Danish Saleheen, Mark J. Caulfield, John Andrew Pospisilik, Annette Peters, Caroline Hayward, Iris M. Heid, J. Wouter Jukema, Valérie Turcot, Matt Neville, Rudolf Uher, Patricia A. Peyser, Jessica D. Faul, Asif Rasheed, Shuai Wang, John C. Chambers, Jordi Corominas Galbany, Murray H. Brilliant, Yucheng Jia, Torben Hansen, Veikko Salomaa, Mary F. Feitosa, Mathias Gorski, Li-An Lin, George Dedoussis, Honghuang Lin, Ethan M. Lange, Veronique Vitart, Bratati Kahali, Alexander Teumer, Jerome I. Rotter, Wayne H-H Sheu, Vilmantas Giedraitis, Aliki-Eleni Farmaki, Lorraine Southam, Ele Ferrannini, Anette P. Gjesing, Krina T. Zondervan, Stavroula Kanoni, David J. Roberts, Rebecca S. Fine, Svati H. Shah, Tugce Karaderi, Claudia Langenberg, Stefan Johansson, Elizabeth K. Speliotes, Alexander P. Reiner, Ching-Ti Liu, Yiqin Wang, Pål R. Njølstad, Gabriel Cuellar-Partida, Amanda J. Cox, Tim D. Spector, Paul W. Franks, Anke Tönjes, John D. Rioux, Jeffrey Haessler, Paul L. Auer, Ingrid B. Borecki, Deborah J. Thompson, Weihua Zhang, John R. B. Perry, Paul Elliott, Folkert W. Asselbergs, Myriam Fornage, Ken Sin Lo, Marie Moitry, Paul Mitchell, Martin den Heijer, Zoltán Kutalik, Tune H. Pers, Kari Stefansson, Kari Kuulasmaa, Robert E. Schoen, Mark C.H. De Groot, Laura M. Yerges-Armstrong, Jing Hua Zhao, Beverley Balkau, Peggy L. Peissig, Michael Boehnke, Janie Corley, Katharine R. Owen, Unnur Thorsteinsdottir, Naveed Sattar, Sita H. Vermeulen, Thomas N. Person, Mark I. McCarthy, Paul I.W. de Bakker, David Lamparter, Poorva Mudgal, Nicholette D. Palmer, Maria Karaleftheri, Jan-Håkan Jansson, Ozren Polasek, Ruth J. F. Loos, Daniel R. Witte, Dermot F. Reilly, Anubha Mahajan, Stella Trompet, James A. Perry, Yingchang Lu, Claudia Schurmann, Yii-Der Ida Chen, Hidetoshi Kitajima, Dale R. Nyholt, John Danesh, Pamela J. Schreiner, Narisu Narisu, Jose C. Florez, Adelheid Lempradl, Gerome Breen, Torben Jørgensen, Anu Loukola, Joe Dennis, Hans-Jörgen Grabe, Vilmundur Gudnason, Timo A. Lakka, Heather M. Highland, Sven Bergmann, Marie-Pierre Dubé, Giovanni Veronesi, Martina Müller-Nurasyid, Jaakko Tuomilehto, Nele Friedrich, Joel N. Hirschhorn, Pia R. Kamstrup, Nilesh J. Samani, Josh C. Denny, Mika Kähönen, Massimiliano Cocca, Liang Sun, Karina Meidtner, Carsten A. Böger, Sara M. Willems, Marcelo P. Segura-Lepe, Johanna Kuusisto, Hanieh Yaghootkar, Konstantin Strauch, Ruth Frikke-Schmidt, Jane Gibson, Matti Uusitupa, Oscar H. Franco, Yongmei Liu, Heather M. Stringham, Rohit Varma, Grant W. Montgomery, Dennis O. Mook-Kanamori, Stefania Cappellani, Paul L. Huang, Albert V. Smith, Eric Kim, Anke R. Hammerschlag, Katherine S. Ruth, Carolina Medina-Gomez, Gerard Pasterkamp, Cristen J. Willer, Alisa K. Manning, Frida Renström, René S. Kahn, Lili Milani, Feijie Wang, Tessel E. Galesloot, Fernando Rivadeneira, Leo-Pekka Lyytikäinen, Adam S. Butterworth, Tamara B. Harris, Matthew A. Allison, Paul M. Ridker, David J. Carey, Todd L. Edwards, Panos Deloukas, Xiuqing Guo, Lawrence F. Bielak, Leena Moilanen, Heiner Boeing, Peter Kovacs, Karen L. Mohlke, Myriam Rheinberger, Cramer Christensen, Betina H. Thuesen, Mike A. Nalls, Erik Ingelsson, Nicholas G. D. Masca, Colin N. A. Palmer, Audrey E. Hendricks, Linda Broer, Vanisha Mistry, Praveen Surendran, Audrey Y. Chu, Rainer Rauramaa, Angela D'Eustacchio, Helen Griffiths, Satu Männistö, Patrick T. Ellinor, Terho Lehtimäki, Katherine E. Tansey, I. Sadaf Farooqi, Gaëlle Marenne, Anneke I. den Hollander, Jessica van Setten, Hannu Puolijoki, Tinca J. C. Polderman, Timothy M. Frayling, Niels Grarup, Eric Boerwinkle, Gonçalo R. Abecasis, Adam E. Locke, Mengmeng Du, Manuel A. Rivas, Philippe Amouyel, Jaakko Kaprio, Leslie A. Lange, Loes M. Olde Loohuis, Trevor A. Mori, Lambertus A. Kiemeney, Wei Zhao, Eva Rb Petersen, Huaixing Li, Thomas W. Winkler, Tellervo Korhonen, Kathleen Stirrups, Jean Ferrières, Wei Zhou, Ian J. Deary, Guillaume Lettre, M. Arfan Ikram, Alex W. Hewitt, Marit E. Jørgensen, Ian Ford, Liang He, Mark Walker, Stefan Gustafsson, Andre Franke, Yao Hu, Jaana Lindström, Jonathan P. Bradfield, Anne E. Justice, Kristin L. Young, Sander W. van der Laan, Shuang Feng, Yadav Sapkota, Douglas F. Easton, Cornelia M. van Duijn, Amy J. Swift, Kjell Nikus, Helen R. Warren, Christian Theil Have, Wei Gan, Steven A. Lubitz, Harvey D. White, Pirjo Komulainen, John M. Starr, Jeffrey R. O'Connel, Anette Varbo, Daniel I. Chasman, Ruifang Li-Gao, Lynne E. Wagenknecht, Matthias Blüher, Xiaowei Zhan, Thomas F. Vogt, Eleftheria Zeggini, Tamuno Alfred, Katja K.H. Aben, Lars Wallentin, Joanna M. M. Howson, Jie Yao, Eulalia Catamo, Henrik Vestergaard, Gina M. Peloso, Markku Laakso, Matthias B. Schulze, Hayato Tada, Jennifer Wessel, Andrew R. Wood, Erwin P. Bottinger, Cora E. Lewis, Robin Young, Carol A. Wang, Oddgeir L. Holmen, Andrew J. Slater, Jean-Claude Tardif, Xu Lin, Inês Barroso, Gail Davies, Tibor V. Varga, Andrew J. Lotery, Igor Rudan, Andrew T. Hattersley, Michael Stumvoll, David Ellinghaus, Andrew C. Heath, Frank Kee, Christopher P. Nelson, Donald W. Bowden, Alison M. Dunning, Marianne Benn, Oluf Pedersen, Amber A. Burt, Aniruddh P. Patel, G. Kees Hovingh, David S. Crosslin, Gorm B. Jensen, Keng-Hung Lin, Dewan S. Alam, Jian'an Luan, Ying Wu, Tõnu Esko, Kathleen Mullan Harris, Antonietta Robino, Anne U. Jackson, Eirini Marouli, Robert A. Scott, Jette Bork-Jensen, Olov Rolandsson, Nanette R. Lee, Gerard Tromp, Megan L. Grove, Suthesh Sivapalaratnam, Sameer E. Al-Harthi, Roberta McKean-Cowdin, Paolo Gasparini, Ellen W. Demerath, Marco Brumat, Maggie C.Y. Ng, Børge G. Nordestgaard, Kari E. North, Rajiv Chowdhury, Mauno Vanhala, Andrew P. Morris, Sarah E. Medland, Sune F. Nielsen, Ilaria Gandin, Øyvind Helgeland, James P. Cook, Kent D. Taylor, Andrew D. Morris, Gudmar Thorleifsson, André G. Uitterlinden, Pang Yao, Valgerdur Steinthorsdottir, Eric B. Larson, Kerrin S. Small, Cecilia M. Lindgren, Dragana Vuckovic, Mariaelisa Graff, Fotios Drenos, Jaspal S. Kooner, Schurmann, Claudia [0000-0003-4158-9192], Justice, Anne E [0000-0002-8903-8712], Giri, Ayush [0000-0002-7786-4670], Locke, Adam E [0000-0001-6227-198X], Young, Kristin L [0000-0003-0070-6145], Medina-Gomez, Carolina [0000-0001-7999-5538], Winkler, Thomas W [0000-0003-0292-5421], Zeggini, Eleftheria [0000-0003-4238-659X], Zhao, Wei [0000-0002-8301-9297], Zondervan, Krina T [0000-0002-0275-9905], Pospisilik, John A [0000-0002-9745-0977], Rivadeneira, Fernando [0000-0001-9435-9441], Deloukas, Panos [0000-0001-9251-070X], Apollo - University of Cambridge Repository, Vascular Medicine, ACS - Amsterdam Cardiovascular Sciences, ACS - Atherosclerosis & ischemic syndromes, Internal Medicine, Epidemiology, Obstetrics & Gynecology, Radiology & Nuclear Medicine, CHD Exome+ Consortium, EPIC-CVD Consortium, ExomeBP Consortium, Global Lipids Genetic Consortium, GoT2D Genes Consortium, EPIC InterAct Consortium, INTERVAL Study, ReproGen Consortium, T2D-Genes Consortium, MAGIC Investigators, Understanding Society Scientific Group, Biological Psychology, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, British Heart Foundation, Wellcome Trust, Medical Research Council (MRC), National Institute for Health Research, Home Office, National Institutes of Health, Imperial College Healthcare NHS Trust- BRC Funding, Turcot, Valérie, Lu, Yingchang, Highland, Heather M., Schurmann, Claudia, Justice, Anne E., Fine, Rebecca S., Bradfield, Jonathan P., Esko, Tõnu, Giri, Ayush, Graff, Mariaelisa, Guo, Xiuqing, Hendricks, Audrey E., Karaderi, Tugce, Lempradl, Adelheid, Locke, Adam E., Mahajan, Anubha, Marouli, Eirini, Sivapalaratnam, Suthesh, Young, Kristin L., Alfred, Tamuno, Feitosa, Mary F., Masca, Nicholas G. D., Manning, Alisa K., Medina-Gomez, Carolina, Mudgal, Poorva, Ng, Maggie C. Y., Reiner, Alex P., Vedantam, Sailaja, Willems, Sara M., Winkler, Thomas W., Abecasis, Gonçalo, Aben, Katja K., Alam, Dewan S., Alharthi, Sameer E., Allison, Matthew, Amouyel, Philippe, Asselbergs, Folkert W., Auer, Paul L., Balkau, Beverley, Bang, Lia E., Barroso, Inê, Bastarache, Lisa, Benn, Marianne, Bergmann, Sven, Bielak, Lawrence F., Blüher, Matthia, Boehnke, Michael, Boeing, Heiner, Boerwinkle, Eric, Böger, Carsten A., Bork-Jensen, Jette, Bots, Michiel L., Bottinger, Erwin P., Bowden, Donald W., Brandslund, Ivan, Breen, Gerome, Brilliant, Murray H., Broer, Linda, Brumat, Marco, Burt, Amber A., Butterworth, Adam S., Campbell, Peter T., Cappellani, Stefania, Carey, David J., Catamo, Eulalia, Caulfield, Mark J., Chambers, John C., Chasman, Daniel I., Chen, Yii-Der I., Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y., Cocca, Massimiliano, Collins, Francis S., Cook, James P., Corley, Janie, Corominas Galbany, Jordi, Cox, Amanda J., Crosslin, David S., Cuellar-Partida, Gabriel, D'Eustacchio, Angela, Danesh, John, Davies, Gail, Bakker, Paul I. W., Groot, Mark C. H., Mutsert, Renée, Deary, Ian J., Dedoussis, George, Demerath, Ellen W., Heijer, Martin, Hollander, Anneke I., Ruijter, Hester M., Dennis, Joe G., Denny, Josh C., Angelantonio, Emanuele, Drenos, Fotio, Du, Mengmeng, Dubé, Marie-Pierre, Dunning, Alison M., Easton, Douglas F., Edwards, Todd L., Ellinghaus, David, Ellinor, Patrick T., Elliott, Paul, Evangelou, Evangelo, Farmaki, Aliki-Eleni, Farooqi, I. Sadaf, Faul, Jessica D., Fauser, Sascha, Feng, Shuang, Ferrannini, Ele, Ferrieres, Jean, Florez, Jose C., Ford, Ian, Fornage, Myriam, Franco, Oscar H., Franke, Andre, Franks, Paul W., Friedrich, Nele, Frikke-Schmidt, Ruth, Galesloot, Tessel E., Gan, Wei, Gandin, Ilaria, Gasparini, Paolo, Gibson, Jane, Giedraitis, Vilmanta, Gjesing, Anette P., Gordon-Larsen, Penny, Gorski, Mathia, Grabe, Hans-Jörgen, Grant, Struan F. A., Grarup, Niel, Griffiths, Helen L., Grove, Megan L., Gudnason, Vilmundur, Gustafsson, Stefan, Haessler, Jeff, Hakonarson, Hakon, Hammerschlag, Anke R., Hansen, Torben, Harris, Kathleen Mullan, Harris, Tamara B., Hattersley, Andrew T., Have, Christian T., Hayward, Caroline, He, Liang, Heard-Costa, Nancy L., Heath, Andrew C., Heid, Iris M., Helgeland, Øyvind, Hernesniemi, Jussi, Hewitt, Alex W., Holmen, Oddgeir L., Hovingh, G. Kee, Howson, Joanna M. M., Hu, Yao, Huang, Paul L., Huffman, Jennifer E., Ikram, M. Arfan, Ingelsson, Erik, Jackson, Anne U., Jansson, Jan-Håkan, Jarvik, Gail P., Jensen, Gorm B., Jia, Yucheng, Johansson, Stefan, Jørgensen, Marit E., Jørgensen, Torben, Jukema, J. Wouter, Kahali, Bratati, Kahn, René S., Kähönen, Mika, Kamstrup, Pia R., Kanoni, Stavroula, Kaprio, Jaakko, Karaleftheri, Maria, Kardia, Sharon L. R., Karpe, Fredrik, Kathiresan, Sekar, Kee, Frank, Kiemeney, Lambertus A., Kim, Eric, Kitajima, Hidetoshi, Komulainen, Pirjo, Kooner, Jaspal S., Kooperberg, Charle, Korhonen, Tellervo, Kovacs, Peter, Kuivaniemi, Helena, Kutalik, Zoltán, Kuulasmaa, Kari, Kuusisto, Johanna, Laakso, Markku, Lakka, Timo A., Lamparter, David, Lange, Ethan M., Lange, Leslie A., Langenberg, Claudia, Larson, Eric B., Lee, Nanette R., Lehtimäki, Terho, Lewis, Cora E., Li, Huaixing, Li, Jin, Li-Gao, Ruifang, Lin, Honghuang, Lin, Keng-Hung, Lin, Li-An, Lin, Xu, Lind, Lar, Lindström, Jaana, Linneberg, Allan, Liu, Ching-Ti, Liu, Dajiang J., Liu, Yongmei, Lo, Ken S., Lophatananon, Artitaya, Lotery, Andrew J., Loukola, Anu, Luan, Jian'An, Lubitz, Steven A., Lyytikäinen, Leo-Pekka, Männistö, Satu, Marenne, Gaëlle, Mazul, Angela L., Mccarthy, Mark I., McKean-Cowdin, Roberta, Medland, Sarah E., Meidtner, Karina, Milani, Lili, Mistry, Vanisha, Mitchell, Paul, Mohlke, Karen L., Moilanen, Leena, Moitry, Marie, Montgomery, Grant W., Mook-Kanamori, Dennis O., Moore, Carmel, Mori, Trevor A., Morris, Andrew D., Morris, Andrew P., Müller-Nurasyid, Martina, Munroe, Patricia B., Nalls, Mike A., Narisu, Narisu, Nelson, Christopher P., Neville, Matt, Nielsen, Sune F., Nikus, Kjell, Njølstad, Pål R., Nordestgaard, Børge G., Nyholt, Dale R., O'Connel, Jeffrey R., O'Donoghue, Michelle L., Olde Loohuis, Loes M., Ophoff, Roel A., Owen, Katharine R., Packard, Chris J., Padmanabhan, Sandosh, Palmer, Colin N. A., Palmer, Nicholette D., Pasterkamp, Gerard, Patel, Aniruddh P., Pattie, Alison, Pedersen, Oluf, Peissig, Peggy L., Peloso, Gina M., Pennell, Craig E., Perola, Marku, Perry, James A., Perry, John R. B., Pers, Tune H., Person, Thomas N., Peters, Annette, Petersen, Eva R. B., Peyser, Patricia A., Pirie, Ailith, Polasek, Ozren, Polderman, Tinca J., Puolijoki, Hannu, Raitakari, Olli T., Rasheed, Asif, Rauramaa, Rainer, Reilly, Dermot F., Renström, Frida, Rheinberger, Myriam, Ridker, Paul M., Rioux, John D., Rivas, Manuel A., Roberts, David J., Robertson, Neil R., Robino, Antonietta, Rolandsson, Olov, Rudan, Igor, Ruth, Katherine S., Saleheen, Danish, Salomaa, Veikko, Samani, Nilesh J., Sapkota, Yadav, Sattar, Naveed, Schoen, Robert E., Schreiner, Pamela J., Schulze, Matthias B., Scott, Robert A., Segura-Lepe, Marcelo P., Shah, Svati H., Sheu, Wayne H. -H., Sim, Xueling, Slater, Andrew J., Small, Kerrin S., Smith, Albert V., Southam, Lorraine, Spector, Timothy D., Speliotes, Elizabeth K., Starr, John M., Stefansson, Kari, Steinthorsdottir, Valgerdur, Stirrups, Kathleen E., Strauch, Konstantin, Stringham, Heather M., Stumvoll, Michael, Sun, Liang, Surendran, Praveen, Swift, Amy J., Tada, Hayato, Tansey, Katherine E., Tardif, Jean-Claude, Taylor, Kent D., Teumer, Alexander, Thompson, Deborah J., Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Thuesen, Betina H., Tönjes, Anke, Tromp, Gerard, Trompet, Stella, Tsafantakis, Emmanouil, Tuomilehto, Jaakko, Tybjaerg-Hansen, Anne, Tyrer, Jonathan P., Uher, Rudolf, Uitterlinden, André G., Uusitupa, Matti, Laan, Sander W., Duijn, Cornelia M., Leeuwen, Nienke, Van Setten, Jessica, Vanhala, Mauno, Varbo, Anette, Varga, Tibor V., Varma, Rohit, Velez Edwards, Digna R., Vermeulen, Sita H., Veronesi, Giovanni, Vestergaard, Henrik, Vitart, Veronique, Vogt, Thomas F., Völker, Uwe, Vuckovic, Dragana, Wagenknecht, Lynne E., Walker, Mark, Wallentin, Lar, Wang, Feijie, Wang, Carol A., Wang, Shuai, Wang, Yiqin, Ware, Erin B., Wareham, Nicholas J., Warren, Helen R., Waterworth, Dawn M., Wessel, Jennifer, White, Harvey D., Willer, Cristen J., Wilson, James G., Witte, Daniel R., Wood, Andrew R., Wu, Ying, Yaghootkar, Hanieh, Yao, Jie, Yao, Pang, Yerges-Armstrong, Laura M., Young, Robin, Zeggini, Eleftheria, Zhan, Xiaowei, Zhang, Weihua, Zhao, Jing Hua, Zhao, Wei, Zhou, Wei, Zondervan, Krina T, Rotter, Jerome I., Pospisilik, John A., Rivadeneira, Fernando, Borecki, Ingrid B., Deloukas, Pano, Frayling, Timothy M., Lettre, Guillaume, North, Kari E., Lindgren, Cecilia M., Hirschhorn, Joel N., Loos, Ruth J. F., Internal medicine, AGEM - Endocrinology, metabolism and nutrition, Amsterdam Movement Sciences - Rehabilitation & Development, Amsterdam Movement Sciences - Restoration and Development, APH - Aging & Later Life, Physiology, and VU University medical center
Subjects: 0301 basic medicine, Male, ReproGen Consortium, MathematicsofComputing_GENERAL, Genome-wide association study, medicine.disease_cause, Sensory disorders Donders Center for Medical Neuroscience [Radboudumc 12], Body Mass Index, genetics [Obesity], 0302 clinical medicine, Gene Frequency, Glucose homeostasis, Adult, Animals, Drosophila/genetics, Energy Intake/genetics, Energy Metabolism/genetics, Female, Genetic Variation, Humans, Obesity/genetics, Proteins/genetics, Syndrome, 11 Medical and Health Sciences, 2. Zero hunger, Genetics, Genetics & Heredity, Mutation, CHD Exome+ Consortium, body mass index, TheoryofComputation_GENERAL, T2D-Genes Consortium, GENOME-WIDE ASSOCIATION, MELANOCORTIN-4 RECEPTOR GENE, DONEPEZIL 23 MG, FRAMESHIFT MUTATION, GLUCOSE-HOMEOSTASIS, HYPOTHALAMIC AMPK, CODING VARIANTS, BLOOD-PRESSURE, RARE, LOCI, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], Drosophila, ExomeBP Consortium, Life Sciences & Biomedicine, INTERVAL Study, Understanding Society Scientific Group, EPIC InterAct Consortium, genetics [Energy Metabolism], Biology, EPIC-CVD Consortium, Frameshift mutation, 03 medical and health sciences, MAGIC Investigators, All institutes and research themes of the Radboud University Medical Center, Genetic, SDG 3 - Good Health and Well-being, ddc:570, genetics [Drosophila], medicine, Journal Article, Global Lipids Genetic Consortium, Obesity, Gene, Allele frequency, Genetic association, Science & Technology, Proteins, 06 Biological Sciences, genetics [Proteins], Minor allele frequency, 030104 developmental biology, GoT2D Genes Consortium, Energy Intake, Energy Metabolism, genetics [Energy Intake], 030217 neurology & neurosurgery, Developmental Biology
Abstract: Genome-wide association studies (GWAS) have identified >250 loci for body mass index (BMI), implicating pathways related to neuronal biology. Most GWAS loci represent clusters of common, noncoding variants from which pinpointing causal genes remains challenging. Here we combined data from 718,734 individuals to discover rare and low-frequency (minor allele frequency (MAF) < 5%) coding variants associated with BMI. We identified 14 coding variants in 13 genes, of which 8 variants were in genes (ZBTB7B, ACHE, RAPGEF3, RAB21, ZFHX3, ENTPD6, ZFR2 and ZNF169) newly implicated in human obesity, 2 variants were in genes (MC4R and KSR2) previously observed to be mutated in extreme obesity and 2 variants were in GIPR. The effect sizes of rare variants are ~10 times larger than those of common variants, with the largest effect observed in carriers of an MC4R mutation introducing a stop codon (p.Tyr35Ter, MAF = 0.01%), who weighed ~7 kg more than non-carriers. Pathway analyses based on the variants associated with BMI confirm enrichment of neuronal genes and provide new evidence for adipocyte and energy expenditure biology, widening the potential of genetically supported therapeutic targets in obesity.
Published: 2018
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116. Whole-genome sequencing coupled to imputation discovers genetic signals for anthropometric traits

Author: Graham R. S. Ritchie, Massimiliano Cocca, Anette Varbo, Nicholas J. Timpson, George Dedoussis, Michael Boehnke, Marjolein N. Kooijman, Beate St Pourcain, Yasin Memari, André G. Uitterlinden, Andrew A Crawford, Eleftheria Zeggini, Fernando Rivadeneira, Satu Männistö, Caroline L Relton, Yali Xue, Petr Danecek, Kalliope Panoutsopoulou, Albert Hofman, George Davey Smith, María Soler Artigas, Michela Traglia, Josine L. Min, Weihua Zhang, Janine F. Felix, Christopher J Hammond, Claudia Langenberg, Jie Huang, Brian R. Walker, Narinder Bansal, Nigel W. Rayner, Emanuele Di Angelantonio, Kerrin S. Small, Konstantinos Hatzikotoulas, Cecilia M. Lindgren, Alisa K. Manning, Shane A. McCarthy, Susan M. Ring, Marcus E. Kleber, Abhishek Nag, Oliver Stegle, Paul Burton, Oscar H. Franco, William R. Scott, Carolina Medina-Gomez, Valentina Iotchkova, John R. B. Perry, Alireza Moayyeri, Lavinia Paternoster, Marianne Benn, Markus Perola, Katerina Trajanoska, Inês Barroso, Audrey E. Hendricks, Cinzia Sala, Carlo Sidore, Celia M. T. Greenwood, Jeremy Schwartzentruber, Richard Durbin, Cristina Bombieri, Klaudia Walter, Wei-Yu Lin, Hashem A. Shihab, Gialuigi Zaza, Jaspal S. Kooner, Magdalena Zoledziewska, Angela Matchan, Adam S. Butterworth, Pekka Jousilahti, Julia Steinberg, Anne Tybjærg-Hansen, John P. Kemp, Daniel Suveges, Nicole Soranzo, Chris Finan, Veikko Salomaa, Ioanna Ntalla, Nicholas J. Wareham, Adam E. Locke, Vincent W. V. Jaddoe, Ioanna Tachmazidou, Daniela Toniolo, Scott Wilson, Antonella Mulas, Aliki-Eleni Farmaki, Lorraine Southam, Martin D. Tobin, Tom R. Gaunt, Zhongsheng Chen, Paolo Gasparini, Andrew P. Morris, Giovanni Gambaro, John C. Chambers, Børge G. Nordestgaard, Sarah Metrustry, Benjamin Lehne, Jian'an Luan, Giovanni Malerba, Robert A. Scott, Mark I. McCarthy, Michal Szpak, Francesco Cucca, Tim D. Spector, Epidemiology, Erasmus MC other, Pediatrics, Internal Medicine, University of Helsinki, Institute for Molecular Medicine Finland, Quantitative Genetics, Tachmazidou, Ioanna, Süveges, Dániel, Min, Josine L., Ritchie, Graham R. S., Steinberg, Julia, Walter, Klaudia, Iotchkova, Valentina, Schwartzentruber, Jeremy, Huang, Jie, Memari, Yasin, Mccarthy, Shane, Crawford, Andrew A., Bombieri, Cristina, Cocca, Massimiliano, Farmaki, Aliki-Eleni, Gaunt, Tom R., Jousilahti, Pekka, Kooijman, Marjolein N., Lehne, Benjamin, Malerba, Giovanni, Männistö, Satu, Matchan, Angela, Medina-Gomez, Carolina, Metrustry, Sarah J., Nag, Abhishek, Ntalla, Ioanna, Paternoster, Lavinia, Rayner, Nigel W., Sala, Cinzia, Scott, William R., Shihab, Hashem A., Southam, Lorraine, St Pourcain, Beate, Traglia, Michela, Trajanoska, Katerina, Zaza, Gialuigi, Zhang, Weihua, Artigas, María S., Bansal, Narinder, Benn, Marianne, Chen, Zhongsheng, Danecek, Petr, Lin, Wei-Yu, Locke, Adam, Luan, Jian'An, Manning, Alisa K., Mulas, Antonella, Sidore, Carlo, Tybjaerg-Hansen, Anne, Varbo, Anette, Zoledziewska, Magdalena, Finan, Chri, Hatzikotoulas, Konstantino, Hendricks, Audrey E., Kemp, John P., Moayyeri, Alireza, Panoutsopoulou, Kalliope, Szpak, Michal, Wilson, Scott G., Boehnke, Michael, Cucca, Francesco, Di Angelantonio, Emanuele, Langenberg, Claudia, Lindgren, Cecilia, Mccarthy, Mark I., Morris, Andrew P., Nordestgaard, Børge G., Scott, Robert A., Tobin, Martin D., Wareham, Nicholas J., Burton, Paul, Chambers, John C., Smith, George Davey, Dedoussis, George, Felix, Janine F., Franco, Oscar H., Gambaro, Giovanni, Gasparini, Paolo, Hammond, Christopher J., Hofman, Albert, Jaddoe, Vincent W. V., Kleber, Marcu, Kooner, Jaspal S., Perola, Marku, Relton, Caroline, Ring, Susan M., Rivadeneira, Fernando, Salomaa, Veikko, Spector, Timothy D., Stegle, Oliver, Toniolo, Daniela, Uitterlinden, André G., Barroso, Inê, Greenwood, Celia M. T., Perry, John R. B., Walker, Brian R., Butterworth, Adam S., Xue, Yali, Durbin, Richard, Small, Kerrin S., Soranzo, Nicole, Timpson, Nicholas J., Zeggini, Eleftheria, McCarthy, Shane [0000-0002-2715-4187], Bansal, Narinder [0000-0002-6925-1719], Luan, Jian'an [0000-0003-3137-6337], Di Angelantonio, Emanuele [0000-0001-8776-6719], Langenberg, Claudia [0000-0002-5017-7344], Wareham, Nicholas [0000-0003-1422-2993], Barroso, Ines [0000-0001-5800-4520], Perry, John [0000-0001-6483-3771], Butterworth, Adam [0000-0002-6915-9015], Soranzo, Nicole [0000-0003-1095-3852], and Apollo - University of Cambridge Repository
Subjects: Male, 0301 basic medicine, DXA trait, Lipodystrophy, next-generation whole-genome sequencing, GoT2D Consortium, LOCI, Genome-wide association study, imputation, anthropometry, DXA traits, genetic association study, UK Biobank, UK10K, Body Height, Cohort Studies, DNA Methylation, Databases, Genetic, Female, Genetic Variation, Humans, Meta-Analysis as Topic, Obesity, Physical Chromosome Mapping, Quantitative Trait Loci, Sequence Analysis, DNA, Sex Characteristics, Syndrome, United Kingdom, Anthropometry, Genome, Human, Genome-Wide Association Study, Genetics, Genetics (clinical), Settore MED/03 - GENETICA MEDICA, DISEASE, HOMEOBOX GENE, WIDE ASSOCIATION, Genetics & Heredity, Genome, 1184 Genetics, developmental biology, physiology, 11 Medical And Health Sciences, RARE VARIANTS, OBESITY, LOW-FREQUENCY, Life Sciences & Biomedicine, Sequence Analysis, arcOGEN Consortium, Human, ADULT HUMAN HEIGHT, Understanding Society Scientific Group, Computational biology, TARGETED DISRUPTION, Quantitative trait locus, Biology, Article, Databases, 03 medical and health sciences, Genetic, Genetic variation, Journal Article, UK10K Consortium, Allele, Genetic association, Whole genome sequencing, Science & Technology, SpiroMeta Consortium, DNA, 06 Biological Sciences, Sex Characteristic, 030104 developmental biology, Human genome, 3111 Biomedicine, Cohort Studie, KNOCKOUT MICE, Imputation (genetics)
Abstract: Deep sequence-based imputation can enhance the discovery power of genome-wide association studies by assessing previously unexplored variation across the common- and low-frequency spectra. We applied a hybrid whole genome sequencing (WGS) and deep imputation approach to examine the broader allelic architecture of twelve anthropometric traits associated with height, body mass and fat distribution in up to 267,616 individuals. We report 106 genome-wide significant signals that have not been previously identified, including 9 low-frequency variants pointing to functional candidates. Of the 106 signals, 6 are in genomic regions that have not been implicated with related traits before, 28 are independent signals at previously reported regions, and 72 represent previously reported signals for a different anthropometric trait. Seventy-one percent of signals reside within genes and fine-mapping resolves 23 signals to one or two likely causal variants. We confirm genetic overlap between human monogenic and polygenic anthropometric traits, and find signal enrichment in cis expression QTLs in relevant tissues. Our results highlight the potential of WGS strategies to enhance biologically-relevant discoveries across the frequency spectrum.
Published: 2017
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117. ProxECAT: Proxy External Controls Association Test. A new case-control gene region association test using allele frequencies from public controls

Author: Eleftheria Zeggini, Josée Dupuis, Stephanie A. Santorico, Stephen C. Billups, Inês Barroso, Hamish N C Pike, Audrey E. Hendricks, I. Sadaf Farooqi, Hendricks, Audrey E [0000-0002-7152-0287], Billups, Stephen C [0000-0003-3627-0793], Farooqi, I Sadaf [0000-0001-7609-3504], Barroso, Inês [0000-0001-5800-4520], Dupuis, Josée [0000-0003-2871-3603], and Apollo - University of Cambridge Repository
Subjects: 0301 basic medicine, Cancer Research, Test Statistics, Social Sciences, Genome-wide association study, Disease, Genome, Database and Informatics Methods, 0302 clinical medicine, Mathematical and Statistical Techniques, Sociology, Gene Frequency, Consortia, Poisson Distribution, Proxy (statistics), Exome, Genetics (clinical), Exome sequencing, 0303 health sciences, Statistics, High-Throughput Nucleotide Sequencing, Genomics, Research Assessment, Genomic Databases, 3. Good health, Physical Sciences, Sequence Analysis, Algorithms, Research Article, Statistical Distributions, Type I and type II errors, Genotype, lcsh:QH426-470, Bioinformatics, Sequence Databases, Computational biology, Biology, Research and Analysis Methods, Polymorphism, Single Nucleotide, 03 medical and health sciences, Genetic variation, Genetics, Humans, Computer Simulation, Statistical Methods, Allele, Gene, Molecular Biology, Allele frequency, Alleles, Research Errors, Ecology, Evolution, Behavior and Systematics, 030304 developmental biology, Models, Genetic, Biology and Life Sciences, Computational Biology, Genetic Variation, Probability Theory, Genome Analysis, lcsh:Genetics, Biological Databases, 030104 developmental biology, Genetic Loci, Case-Control Studies, Genetics of Disease, 030217 neurology & neurosurgery, Mathematics, Genome-Wide Association Study
Abstract: A primary goal of the recent investment in sequencing is to detect novel genetic associations in health and disease improving the development of treatments and playing a critical role in precision medicine. While this investment has resulted in an enormous total number of sequenced genomes, individual studies of complex traits and diseases are often smaller and underpowered to detect rare variant genetic associations. Existing genetic resources such as the Exome Aggregation Consortium (>60,000 exomes) and the Genome Aggregation Database (~140,000 sequenced samples) have the potential to be used as controls in these studies. Fully utilizing these and other existing sequencing resources may increase power and could be especially useful in studies where resources to sequence additional samples are limited. However, to date, these large, publicly available genetic resources remain underutilized, or even misused, in large part due to the lack of statistical methods that can appropriately use this summary level data. Here, we present a new method to incorporate external controls in case-control analysis called ProxECAT (Proxy External Controls Association Test). ProxECAT estimates enrichment of rare variants within a gene region using internally sequenced cases and external controls. We evaluated ProxECAT in simulations and empirical analyses of obesity cases using both low-depth of coverage (7x) whole-genome sequenced controls and ExAC as controls. We find that ProxECAT maintains the expected type I error rate with increased power as the number of external controls increases. With an accompanying R package, ProxECAT enables the use of publicly available allele frequencies as external controls in case-control analysis., Author summary Recent investments have produced sequence data on millions of people with the number of sequenced individuals continuing to grow. Although large sequencing studies exist, most sequencing data is gathered and processed in much smaller units of hundreds to thousands of samples. These silos of data result in underpowered studies for rare-variant association of complex diseases. Existing genetic resources such as the Exome Aggregation Consortium (>60,000 exomes) and the Genome Aggregation Database (~140,000 sequenced samples) have the potential to be used as controls in rare variant studies of complex diseases and traits. However, to date, these large, publicly available genetic resources remain underutilized, or even misused, in part due to the high potential for bias caused by differences in sequencing technology and processing. Here we present a new method, Proxy External Controls Association Test (ProxECAT), to integrate sequencing data from different, previously incompatible sources. ProxECAT provides a robust approach to using publicly available sequencing data enabling case-control analysis when no or limited internal controls exist. Further, ProxECAT’s motivating insight, that readily available but often discarded information can be used as a proxy to adjust for differences in data generation, may motivate further method development in other big data technologies and platforms.
Published: 2018
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118. CCAFE: Estimating Case and Control Allele Frequencies from GWAS Summary Statistics.

Author: Stoneman HR, Price A, Gignoux CR, and Hendricks AE
Abstract: Methods involving summary statistics in genetics can be quite powerful but can be limited in utility. For instance, many post-hoc analyses of disease studies require case and control allele frequencies (AFs), which are not always published. We present two frameworks to derive case and control AFs from GWAS summary statistics using the odds ratio, case and control sample sizes, and either the total (case and control aggregated) AF or standard error (SE). In simulations and real data, derivations of case and controls AFs using total AF is highly accurate across all settings (e.g., minor AF, condition prevalence). Conversely, derivations using SE underestimate common variant AFs (e.g. minor allele frequency >0.3) in the presence of covariates. We develop an adjustment using gnomAD AFs as a proxy for true AFs, which reduces the bias when using SE. While estimating case and control AFs using the total AF is preferred due to its high accuracy, estimating from the SE can be used more broadly since SE can be derived from p-values and beta estimates, which are commonly provided. The methods provided here expand the utility of publicly available genetic summary statistics and promote the reusability of genomic data. The R package CCAFE, with implementations of both methods, is freely available on Bioconductor and GitHub.
Published: 2024
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119. Characterizing substructure via mixture modeling in large-scale genetic summary statistics.

Author: Stoneman HR, Price A, Trout NS, Lamont R, Tifour S, Pozdeyev N, Crooks K, Lin M, Rafaels N, Gignoux CR, Marker KM, and Hendricks AE
Abstract: Genetic summary data are broadly accessible and highly useful including for risk prediction, causal inference, fine mapping, and incorporation of external controls. However, collapsing individual-level data into groups masks intra- and inter-sample heterogeneity, leading to confounding, reduced power, and bias. Ultimately, unaccounted substructure limits summary data usability, especially for understudied or admixed populations. Here, we present Summix2 , a comprehensive set of methods and software based on a computationally efficient mixture model to estimate and adjust for substructure in genetic summary data. In extensive simulations and application to public data, Summix2 characterizes finer-scale population structure, identifies ascertainment bias, and identifies potential regions of selection due to local substructure deviation. Summix2 increases the robust use of diverse publicly available summary data resulting in improved and more equitable research.
Published: 2024
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120. mini-MED: study protocol for a randomized, multi-intervention, semi-controlled feeding trial of a Mediterranean-amplified vs. habitual Western dietary pattern for the evaluation of food-specific compounds and cardiometabolic health.

Author: Hill EB, Tang M, Long JM, Kemp JF, Westcott JL, Hendricks AE, Reisdorph NA, Campbell WW, and Krebs NF
Subjects: Animals, Cattle, Humans, Dietary Patterns, Obesity diagnosis, Obesity prevention & control, Biomarkers, Randomized Controlled Trials as Topic, Diet, Mediterranean, Cardiovascular Diseases prevention & control
Abstract: Background: Diet is among the most influential lifestyle factors impacting chronic disease risk. Nutrimetabolomics, the application of metabolomics to nutrition research, allows for the detection of food-specific compounds (FSCs) that can be used to connect dietary patterns, such as a Mediterranean-style (MED) diet, to health. This validation study is based upon analyses from a controlled feeding MED intervention, where our team identified FSCs from eight foods that can be detected in biospecimens after consumption and may therefore serve as food intake biomarkers., Methods: Individuals with overweight/obesity who do not habitually consume a MED dietary pattern will complete a 16-week randomized, multi-intervention, semi-controlled feeding study of isocaloric dietary interventions: (1) MED-amplified dietary pattern, containing 500 kcal/day from eight MED target foods: avocado, basil, cherry, chickpea, oat, red bell pepper, walnut, and a protein source (alternating between salmon or unprocessed, lean beef), and (2) habitual/Western dietary pattern, containing 500 kcal/day from six non-MED target foods: cheesecake, chocolate frozen yogurt, refined grain bread, sour cream, white potato, and unprocessed, lean beef. After a 2-week washout, participants complete four, 4-week intervention periods, with biospecimen sampling and outcome assessments at baseline and at intervention weeks 4, 8, 12, and 16. The primary outcome is change in the relative abundance of FSCs from the eight MED target foods in participant biospecimens from baseline to the end of each intervention period. Secondary outcomes include mean change in cardiometabolic health indicators, inflammatory markers, and adipokines. Exploratory outcomes include change in diversity and community composition of the gut microbiota., Discussion: Our stepwise strategy, beginning with identification of FSCs in whole diets and biospecimens, followed by relating these to health indicators will lead to improved methodology for assessment of dietary patterns and a better understanding of the relationship between food and health. This study will serve as a first step toward validating candidate food intake biomarkers and allow for assessment of relationships with cardiometabolic health. The identification of food intake biomarkers is critical to future research and has implications spanning health promotion and disease prevention for many chronic conditions., Trial Registration: Registered at ClinicalTrials.gov: NCT05500976 ; Date of registration: August 15, 2022., (© 2024. The Author(s).)
Published: 2024
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121. Genome-wide analysis of copy number variants and normal facial variation in a large cohort of Bantu Africans.

Author: Null M, Yilmaz F, Astling D, Yu HC, Cole JB, Hallgrímsson B, Santorico SA, Spritz RA, Shaikh TH, and Hendricks AE
Abstract: Similarity in facial characteristics between relatives suggests a strong genetic component underlies facial variation. While there have been numerous studies of the genetics of facial abnormalities and, more recently, single nucleotide polymorphism (SNP) genome-wide association studies (GWASs) of normal facial variation, little is known about the role of genetic structural variation in determining facial shape. In a sample of Bantu African children, we found that only 9% of common copy number variants (CNVs) and 10-kb CNV analysis windows are well tagged by SNPs (r 2 ≥ 0.8), indicating that associations with our internally called CNVs were not captured by previous SNP-based GWASs. Here, we present a GWAS and gene set analysis of the relationship between normal facial variation and CNVs in a sample of Bantu African children. We report the top five regions, which had p values ≤ 9.35 × 10 -6 and find nominal evidence of independent CNV association (p < 0.05) in three regions previously identified in SNP-based GWASs. The CNV region with strongest association (p = 1.16 × 10 -6 , 55 losses and seven gains) contains NFATC1 , which has been linked to facial morphogenesis and Cherubism, a syndrome involving abnormal lower facial development. Genomic loss in the region is associated with smaller average lower facial depth. Importantly, new loci identified here were not identified in a SNP-based GWAS, suggesting that CNVs are likely involved in determining facial shape variation. Given the plethora of SNP-based GWASs, calling CNVs from existing data may be a relatively inexpensive way to aid in the study of complex traits., Competing Interests: F.Y. is now a postdoctoral associate at The Jackson Laboratory. H.Y. is now an employee at Bionano Genomics. J.B.C. has current affiliations with the Programs in Metabolism and Medical & Population Genetics at Broad Institute of Harvard and MIT, the Center for Genomic Medicine at Massachusetts General Hospital, and the Division of Endocrinology and Center for Basic and Translational Obesity Research at Boston Children's Hospital. A.E.H. is on the editorial board for HGG Advances. All other authors declare no competing interests., (© 2021 The Authors.)
Published: 2021
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122. Longitudinal Changes of One-Carbon Metabolites and Amino Acid Concentrations during Pregnancy in the Women First Maternal Nutrition Trial.

Author: Gilley SP, Weaver NE, Sticca EL, Jambal P, Palacios A, Kerns ME, Anand P, Kemp JF, Westcott JE, Figueroa L, Garcés AL, Ali SA, Pasha O, Saleem S, Hambidge KM, Hendricks AE, Krebs NF, and Borengasser SJ
Abstract: Background: Maternal dietary restriction and supplementation of one-carbon (1C) metabolites can impact offspring growth and DNA methylation. However, longitudinal research of 1C metabolite and amino acid (AA) concentrations over the reproductive cycle of human pregnancy is limited., Objective: To investigate longitudinal 1C metabolite and AA concentrations prior to and during pregnancy and the effects of a small-quantity lipid-based nutrition supplement (LNS) containing >20 micronutrients and prepregnancy BMI (ppBMI)., Methods: This study was an ancillary study of the Women First Trial (NCT01883193, clinicaltrials.gov) focused on a subset of Guatemalan women ( n = 134), 49% of whom entered pregnancy with a BMI ≥25 kg/m 2 . Ninety-five women received LNS during pregnancy (+LNS group), while the remainder did not (-LNS group). A subset of women from the Pakistan study site ( n = 179) were used as a replication cohort, 124 of whom received LNS. Maternal blood was longitudinally collected on dried blood spot (DBS) cards at preconception, and at 12 and 34 wk gestation. A targeted metabolomics assay was performed on DBS samples at each time point using LC-MS/MS. Longitudinal analyses were performed using linear mixed modeling to investigate the influence of time, LNS, and ppBMI., Results: Concentrations of 23 of 27 metabolites, including betaine, choline, and serine, changed from preconception across gestation after application of a Bonferroni multiple testing correction ( P < 0.00185). Sixteen of those metabolites showed similar changes in the replication cohort. Asymmetric and symmetric dimethylarginine were decreased by LNS in the participants from Guatemala. Only tyrosine was statistically associated with ppBMI at both study sites., Conclusions: Time influenced most 1C metabolite and AA concentrations with a high degree of similarity between the 2 diverse study populations. These patterns were not significantly altered by LNS consumption or ppBMI. Future investigations will focus on 1C metabolite changes associated with infant outcomes, including DNA methylation. This trial was registered at clinicaltrials.gov as NCT01883193., (Copyright © The Author(s) 2019.)
Published: 2019
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123. Rare Variant Analysis of Human and Rodent Obesity Genes in Individuals with Severe Childhood Obesity.

Author: Hendricks AE, Bochukova EG, Marenne G, Keogh JM, Atanassova N, Bounds R, Wheeler E, Mistry V, Henning E, Körner A, Muddyman D, McCarthy S, Hinney A, Hebebrand J, Scott RA, Langenberg C, Wareham NJ, Surendran P, Howson JM, Butterworth AS, Danesh J, Nordestgaard BG, Nielsen SF, Afzal S, Papadia S, Ashford S, Garg S, Millhauser GL, Palomino RI, Kwasniewska A, Tachmazidou I, O'Rahilly S, Zeggini E, Barroso I, and Farooqi IS
Subjects: Animals, Case-Control Studies, Chromogranins chemistry, Chromogranins genetics, Chromogranins metabolism, Female, GTP-Binding Protein alpha Subunits, Gs chemistry, GTP-Binding Protein alpha Subunits, Gs genetics, GTP-Binding Protein alpha Subunits, Gs metabolism, Humans, Male, Mice, Models, Molecular, Mutation, Obesity, Morbid diagnosis, Odds Ratio, Pediatric Obesity diagnosis, Pedigree, Protein Conformation, Rodentia, Genetic Association Studies, Genetic Predisposition to Disease, Genetic Variation, Obesity, Morbid genetics, Pediatric Obesity genetics
Abstract: Obesity is a genetically heterogeneous disorder. Using targeted and whole-exome sequencing, we studied 32 human and 87 rodent obesity genes in 2,548 severely obese children and 1,117 controls. We identified 52 variants contributing to obesity in 2% of cases including multiple novel variants in GNAS, which were sometimes found with accelerated growth rather than short stature as described previously. Nominally significant associations were found for rare functional variants in BBS1, BBS9, GNAS, MKKS, CLOCK and ANGPTL6. The p.S284X variant in ANGPTL6 drives the association signal (rs201622589, MAF~0.1%, odds ratio = 10.13, p-value = 0.042) and results in complete loss of secretion in cells. Further analysis including additional case-control studies and population controls (N = 260,642) did not support association of this variant with obesity (odds ratio = 2.34, p-value = 2.59 × 10 -3 ), highlighting the challenges of testing rare variant associations and the need for very large sample sizes. Further validation in cohorts with severe obesity and engineering the variants in model organisms will be needed to explore whether human variants in ANGPTL6 and other genes that lead to obesity when deleted in mice, do contribute to obesity. Such studies may yield druggable targets for weight loss therapies.
Published: 2017
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123 results on '"Hendricks, Audrey"'

101. Postmortem Interval Influences a-Synuclein Expression in Parkinson Disease Brain.

102. Comparison of statistical approaches to rare variant analysis for quantitative traits.

103. Incorporating biological knowledge in the search for gene x gene interaction in genome-wide association studies.

104. A rare variant in APOC3 is associated with plasma triglyceride and VLDL levels in Europeans

105. Genetic architecture of human thinness compared to severe obesity

106. ProxECAT: Proxy External Controls Association Test. A new case-control gene region association test using allele frequencies from public controls

107. Disruption of the homeodomain transcription factor orthopedia homeobox (Otp) is associated with obesity and anxiety

108. Protein-altering variants associated with body mass index implicate pathways that control energy intake and expenditure in obesity

109. A rare variant in APOC3 is associated with plasma triglyceride and VLDL levels in Europeans

110. Whole-genome sequence-based analysis of thyroid function

111. A rare variant in APOC3 is associated with plasma triglyceride and VLDL levels in Europeans

112. TCTEX1D2 mutations underlie Jeune asphyxiating thoracic dystrophy with impaired retrograde intraflagellar transport

113. Postmortem Interval Influences α-Synuclein Expression in Parkinson Disease Brain

114. Body mass index is negatively associated with telomere length: a collaborative cross-sectional meta-analysis of 87 observational studies

115. Protein-altering variants associated with body mass index implicate pathways that control energy intake and expenditure in obesity

116. Whole-genome sequencing coupled to imputation discovers genetic signals for anthropometric traits

117. ProxECAT: Proxy External Controls Association Test. A new case-control gene region association test using allele frequencies from public controls

118. CCAFE: Estimating Case and Control Allele Frequencies from GWAS Summary Statistics.

119. Characterizing substructure via mixture modeling in large-scale genetic summary statistics.

120. mini-MED: study protocol for a randomized, multi-intervention, semi-controlled feeding trial of a Mediterranean-amplified vs. habitual Western dietary pattern for the evaluation of food-specific compounds and cardiometabolic health.

121. Genome-wide analysis of copy number variants and normal facial variation in a large cohort of Bantu Africans.

122. Longitudinal Changes of One-Carbon Metabolites and Amino Acid Concentrations during Pregnancy in the Women First Maternal Nutrition Trial.

123. Rare Variant Analysis of Human and Rodent Obesity Genes in Individuals with Severe Childhood Obesity.

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