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1. Parent-of-origin-specific allelic associations among 106 genomic loci for age at menarche.

Author

Perry JR, Day F, Elks CE, Sulem P, Thompson DJ, Ferreira T, He C, Chasman DI, Esko T, Thorleifsson G, Albrecht E, Ang WQ, Corre T, Cousminer DL, Feenstra B, Franceschini N, Ganna A, Johnson AD, Kjellqvist S, Lunetta KL, McMahon G, Nolte IM, Paternoster L, Porcu E, Smith AV, Stolk L, Teumer A, Tšernikova N, Tikkanen E, Ulivi S, Wagner EK, Amin N, Bierut LJ, Byrne EM, Hottenga JJ, Koller DL, Mangino M, Pers TH, Yerges-Armstrong LM, Zhao JH, Andrulis IL, Anton-Culver H, Atsma F, Bandinelli S, Beckmann MW, Benitez J, Blomqvist C, Bojesen SE, Bolla MK, Bonanni B, Brauch H, Brenner H, Buring JE, Chang-Claude J, Chanock S, Chen J, Chenevix-Trench G, Collée JM, Couch FJ, Couper D, Coveillo AD, Cox A, Czene K, D'adamo AP, Smith GD, De Vivo I, Demerath EW, Dennis J, Devilee P, Dieffenbach AK, Dunning AM, Eiriksdottir G, Eriksson JG, Fasching PA, Ferrucci L, Flesch-Janys D, Flyger H, Foroud T, Franke L, Garcia ME, García-Closas M, Geller F, de Geus EE, Giles GG, Gudbjartsson DF, Gudnason V, Guénel P, Guo S, Hall P, Hamann U, Haring R, Hartman CA, Heath AC, Hofman A, Hooning MJ, Hopper JL, Hu FB, Hunter DJ, Karasik D, Kiel DP, Knight JA, Kosma VM, Kutalik Z, Lai S, Lambrechts D, Lindblom A, Mägi R, Magnusson PK, Mannermaa A, Martin NG, Masson G, McArdle PF, McArdle WL, Melbye M, Michailidou K, Mihailov E, Milani L, Milne RL, Nevanlinna H, Neven P, Nohr EA, Oldehinkel AJ, Oostra BA, Palotie A, Peacock M, Pedersen NL, Peterlongo P, Peto J, Pharoah PD, Postma DS, Pouta A, Pylkäs K, Radice P, Ring S, Rivadeneira F, Robino A, Rose LM, Rudolph A, Salomaa V, Sanna S, Schlessinger D, Schmidt MK, Southey MC, Sovio U, Stampfer MJ, Stöckl D, Storniolo AM, Timpson NJ, Tyrer J, Visser JA, Vollenweider P, Völzke H, Waeber G, Waldenberger M, Wallaschofski H, Wang Q, Willemsen G, Winqvist R, Wolffenbuttel BH, Wright MJ, Boomsma DI, Econs MJ, Khaw KT, Loos RJ, McCarthy MI, Montgomery GW, Rice JP, Streeten EA, Thorsteinsdottir U, van Duijn CM, Alizadeh BZ, Bergmann S, Boerwinkle E, Boyd HA, Crisponi L, Gasparini P, Gieger C, Harris TB, Ingelsson E, Järvelin MR, Kraft P, Lawlor D, Metspalu A, Pennell CE, Ridker PM, Snieder H, Sørensen TI, Spector TD, Strachan DP, Uitterlinden AG, Wareham NJ, Widen E, Zygmunt M, Murray A, Easton DF, Stefansson K, Murabito JM, and Ong KK

Subjects
Adolescent, Age Factors, Body Mass Index, Breast Neoplasms genetics, Calcium-Binding Proteins, Cardiovascular Diseases genetics, Child, Diabetes Mellitus, Type 2 genetics, Europe ethnology, Female, Genome-Wide Association Study, Genomic Imprinting genetics, Humans, Hypothalamo-Hypophyseal System physiology, Intercellular Signaling Peptides and Proteins genetics, Male, Membrane Proteins genetics, Obesity genetics, Ovary physiology, Polymorphism, Single Nucleotide genetics, Potassium Channels, Tandem Pore Domain genetics, Proteins genetics, Quantitative Trait Loci genetics, Receptors, GABA-B metabolism, Receptors, Retinoic Acid metabolism, Ribonucleoproteins genetics, Ubiquitin-Protein Ligases, Alleles, Genetic Loci genetics, Menarche genetics, Parents
Abstract

Age at menarche is a marker of timing of puberty in females. It varies widely between individuals, is a heritable trait and is associated with risks for obesity, type 2 diabetes, cardiovascular disease, breast cancer and all-cause mortality. Studies of rare human disorders of puberty and animal models point to a complex hypothalamic-pituitary-hormonal regulation, but the mechanisms that determine pubertal timing and underlie its links to disease risk remain unclear. Here, using genome-wide and custom-genotyping arrays in up to 182,416 women of European descent from 57 studies, we found robust evidence (P < 5 × 10(-8)) for 123 signals at 106 genomic loci associated with age at menarche. Many loci were associated with other pubertal traits in both sexes, and there was substantial overlap with genes implicated in body mass index and various diseases, including rare disorders of puberty. Menarche signals were enriched in imprinted regions, with three loci (DLK1-WDR25, MKRN3-MAGEL2 and KCNK9) demonstrating parent-of-origin-specific associations concordant with known parental expression patterns. Pathway analyses implicated nuclear hormone receptors, particularly retinoic acid and γ-aminobutyric acid-B2 receptor signalling, among novel mechanisms that regulate pubertal timing in humans. Our findings suggest a genetic architecture involving at least hundreds of common variants in the coordinated timing of the pubertal transition.

Published
2014
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2. Parent-of-origin-specific allelic associations among 106 genomic loci for age at menarche

Author

Perry, John Rb, Day, Felix, Elks, Cathy E, Sulem, Patrick, Thompson, Deborah J, Ferreira, Teresa, He, Chunyan, Chasman, Daniel I, Esko, Tõnu, Thorleifsson, Gudmar, Albrecht, Eva, Ang, Wei Q, Corre, Tanguy, Cousminer, Diana L, Feenstra, Bjarke, Franceschini, Nora, Ganna, Andrea, Johnson, Andrew D, Kjellqvist, Sanela, Lunetta, Kathryn L, McMahon, George, Nolte, Ilja M, Paternoster, Lavinia, Porcu, Eleonora, Smith, Albert V, Stolk, Lisette, Teumer, Alexander, Tšernikova, Natalia, Tikkanen, Emmi, Ulivi, Sheila, Wagner, Erin K, Amin, Najaf, Bierut, Laura J, Byrne, Enda M, Hottenga, Jouke-Jan, Koller, Daniel L, Mangino, Massimo, Pers, Tune H, Yerges-Armstrong, Laura M, Zhao, Jing Hua, Andrulis, Irene L, Anton-Culver, Hoda, Atsma, Femke, Bandinelli, Stefania, Beckmann, Matthias W, Benitez, Javier, Blomqvist, Carl, Bojesen, Stig E, Bolla, Manjeet K, Bonanni, Bernardo, Brauch, Hiltrud, Brenner, Hermann, Buring, Julie E, Chang-Claude, Jenny, Chanock, Stephen, Chen, Jinhui, Chenevix-Trench, Georgia, Collée, J Margriet, Couch, Fergus J, Couper, David, Coveillo, Andrea D, Cox, Angela, Czene, Kamila, D'adamo, Adamo Pio, Smith, George Davey, De Vivo, Immaculata, Demerath, Ellen W, Dennis, Joe, Devilee, Peter, Dieffenbach, Aida K, Dunning, Alison M, Eiriksdottir, Gudny, Eriksson, Johan G, Fasching, Peter A, Ferrucci, Luigi, Flesch-Janys, Dieter, Flyger, Henrik, Foroud, Tatiana, Franke, Lude, Garcia, Melissa E, García-Closas, Montserrat, Geller, Frank, De Geus, Eco Ej, Giles, Graham G, Gudbjartsson, Daniel F, Gudnason, Vilmundur, Guénel, Pascal, Guo, Suiqun, Hall, Per, Hamann, Ute, Haring, Robin, Hartman, Catharina A, Heath, Andrew C, Hofman, Albert, Hooning, Maartje J, Hopper, John L, Hu, Frank B, Hunter, David J, Karasik, David, Kiel, Douglas P, Knight, Julia A, Kosma, Veli-Matti, Kutalik, Zoltan, Lai, Sandra, Lambrechts, Diether, Lindblom, Annika, Mägi, Reedik, Magnusson, Patrik K, Mannermaa, Arto, Martin, Nicholas G, Masson, Gisli, McArdle, Patrick F, McArdle, Wendy L, Melbye, Mads, Michailidou, Kyriaki, Mihailov, Evelin, Milani, Lili, Milne, Roger L, Nevanlinna, Heli, Neven, Patrick, Nohr, Ellen A, Oldehinkel, Albertine J, Oostra, Ben A, Palotie, Aarno, Peacock, Munro, Pedersen, Nancy L, Peterlongo, Paolo, Peto, Julian, Pharoah, Paul Dp, Postma, Dirkje S, Pouta, Anneli, Pylkäs, Katri, Radice, Paolo, Ring, Susan, Rivadeneira, Fernando, Robino, Antonietta, Rose, Lynda M, Rudolph, Anja, Salomaa, Veikko, Sanna, Serena, Schlessinger, David, Schmidt, Marjanka K, Southey, Mellissa C, Sovio, Ulla, Stampfer, Meir J, Stöckl, Doris, Storniolo, Anna M, Timpson, Nicholas J, Tyrer, Jonathan, Visser, Jenny A, Vollenweider, Peter, Völzke, Henry, Waeber, Gerard, Waldenberger, Melanie, Wallaschofski, Henri, Wang, Qin, Willemsen, Gonneke, Winqvist, Robert, Wolffenbuttel, Bruce Hr, Wright, Margaret J, Australian Ovarian Cancer Study, GENICA Network, KConFab, LifeLines Cohort Study, InterAct Consortium, Early Growth Genetics (EGG) Consortium, Boomsma, Dorret I, Econs, Michael J, Khaw, Kay-Tee, Loos, Ruth Jf, McCarthy, Mark I, Montgomery, Grant W, Rice, John P, Streeten, Elizabeth A, Thorsteinsdottir, Unnur, Van Duijn, Cornelia M, Alizadeh, Behrooz Z, Bergmann, Sven, Boerwinkle, Eric, Boyd, Heather A, Crisponi, Laura, Gasparini, Paolo, Gieger, Christian, Harris, Tamara B, Ingelsson, Erik, Järvelin, Marjo-Riitta, Kraft, Peter, Lawlor, Debbie, Metspalu, Andres, Pennell, Craig E, Ridker, Paul M, Snieder, Harold, Sørensen, Thorkild Ia, Spector, Tim D, Strachan, David P, Uitterlinden, André G, Wareham, Nicholas J, Widen, Elisabeth, Zygmunt, Marek, Murray, Anna, Easton, Douglas F, Stefansson, Kari, Murabito, Joanne M, and Ong, Ken K

Subjects
Male, Parents, Hypothalamo-Hypophyseal System, Adolescent, Receptors, Retinoic Acid, Ubiquitin-Protein Ligases, Quantitative Trait Loci, Breast Neoplasms, Polymorphism, Single Nucleotide, Body Mass Index, Genomic Imprinting, Potassium Channels, Tandem Pore Domain, Humans, Obesity, Child, Alleles, 2. Zero hunger, Menarche, Calcium-Binding Proteins, Ovary, Age Factors, Membrane Proteins, Proteins, 3. Good health, Europe, Diabetes Mellitus, Type 2, Receptors, GABA-B, Ribonucleoproteins, Cardiovascular Diseases, Genetic Loci, Intercellular Signaling Peptides and Proteins, Female, Genome-Wide Association Study
Abstract

Age at menarche is a marker of timing of puberty in females. It varies widely between individuals, is a heritable trait and is associated with risks for obesity, type 2 diabetes, cardiovascular disease, breast cancer and all-cause mortality. Studies of rare human disorders of puberty and animal models point to a complex hypothalamic-pituitary-hormonal regulation, but the mechanisms that determine pubertal timing and underlie its links to disease risk remain unclear. Here, using genome-wide and custom-genotyping arrays in up to 182,416 women of European descent from 57 studies, we found robust evidence (P < 5 × 10(-8)) for 123 signals at 106 genomic loci associated with age at menarche. Many loci were associated with other pubertal traits in both sexes, and there was substantial overlap with genes implicated in body mass index and various diseases, including rare disorders of puberty. Menarche signals were enriched in imprinted regions, with three loci (DLK1-WDR25, MKRN3-MAGEL2 and KCNK9) demonstrating parent-of-origin-specific associations concordant with known parental expression patterns. Pathway analyses implicated nuclear hormone receptors, particularly retinoic acid and γ-aminobutyric acid-B2 receptor signalling, among novel mechanisms that regulate pubertal timing in humans. Our findings suggest a genetic architecture involving at least hundreds of common variants in the coordinated timing of the pubertal transition.

3. Parent-of-origin-specific allelic associations among 106 genomic loci for age at menarche

Author

Jing Hua Zhao, Vilmundur Gudnason, Robin Haring, Enda M. Byrne, Christian Gieger, Marek Zygmunt, Lude Franke, Peter Kraft, Eric Boerwinkle, Matthias W. Beckmann, Catharina A. Hartman, Thorkild I. A. Sørensen, Aida Karina Dieffenbach, André G. Uitterlinden, Grant W. Montgomery, Graham G. Giles, Felix R. Day, Anja Rudolph, Arto Mannermaa, Sven Bergmann, Nora Franceschini, Julian Peto, Ellen W. Demerath, Diana L. Cousminer, Wei Ang, Gudmar Thorleifsson, Patrick F. McArdle, Dieter Flesch-Janys, Albertine J. Oldehinkel, Irene L. Andrulis, Aarno Palotie, Nicholas J. Timpson, Paolo Peterlongo, Johan G. Eriksson, Bernardo Bonanni, Dorret I. Boomsma, J. Margriet Collée, Immaculata De Vivo, Bjarke Feenstra, Teresa Ferreira, Cornelia M. van Duijn, Nancy L. Pedersen, Deborah J. Thompson, Peter Vollenweider, Douglas F. Easton, Pascal Guénel, Anna Maria Storniolo, Erik Ingelsson, Gisli Masson, Annika Lindblom, Stefania Bandinelli, Elisabeth Widen, Doris Stöckl, Veikko Salomaa, Zoltán Kutalik, Nicholas J. Wareham, Joanne M. Murabito, Eleonora Porcu, Fergus J. Couch, Katri Pylkäs, Luigi Ferrucci, Wendy L. McArdle, Frank Geller, Andrea D. Coviello, Lynda M. Rose, Daniel L. Koller, Ute Hamann, Ulla Sovio, Daniel F. Gudbjartsson, Georgia Chenevix-Trench, Roger L. Milne, Unnur Thorsteinsdottir, Paul M. Ridker, Henry Völzke, John R. B. Perry, Stephen J. Chanock, Tanguy Corre, Mads Melbye, Ben A. Oostra, Albert V. Smith, Tõnu Esko, Melissa E. Garcia, Debbie A Lawlor, Meir J. Stampfer, Per Hall, Patrick Sulem, Massimo Mangino, Nicholas G. Martin, David J. Hunter, Laura Crisponi, Tatiana Foroud, Antonietta Robino, Michael J. Econs, Susan M. Ring, Natalia Tšernikova, Dirkje S. Postma, Lavinia Paternoster, Peter A. Fasching, Tamara B. Harris, Ellen A. Nohr, Javier Benitez, Ruth J. F. Loos, Robert Winqvist, Andres Metspalu, Jenny A. Visser, Heather A. Boyd, Jonathan Tyrer, Alexander Teumer, Tim D. Spector, Sandra Lai, Douglas P. Kiel, Kamila Czene, Hiltrud Brauch, George Davey Smith, Julia A. Knight, Erin K. Wagner, Suiqun Guo, Tune H. Pers, Patrik K. E. Magnusson, Kathryn L. Lunetta, Hoda Anton-Culver, Marjanka K. Schmidt, George McMahon, Ken K. Ong, Adamo Pio D'Adamo, Veli-Matti Kosma, Jinhui Chen, Paul D.P. Pharoah, Diether Lambrechts, Femke Atsma, Serena Sanna, Ilja M. Nolte, Eco de Geus, Daniel I. Chasman, Emmi Tikkanen, John L. Hopper, Anna Murray, Laura M. Yerges-Armstrong, Sanela Kjellqvist, Eva Albrecht, Hermann Brenner, Paolo Gasparini, Bruce H. R. Wolffenbuttel, Alison M. Dunning, John P. Rice, Craig E. Pennell, Mark I. McCarthy, Andrea Ganna, Henri Wallaschofski, Frank B. Hu, Gérard Waeber, Henrik Flyger, Evelin Mihailov, Peter Devilee, Lisette Stolk, Behrooz Z. Alizadeh, Jouke-Jan Hottenga, Najaf Amin, Patrick Neven, Reedik Mägi, Kyriaki Michailidou, Kari Stefansson, Munro Peacock, Julie E. Buring, Laura J. Bierut, Cathy E. Elks, Marjo-Riitta Järvelin, Montserrat Garcia-Closas, Anneli Pouta, David Schlessinger, Harold Snieder, Chunyan He, Joe Dennis, Heli Nevanlinna, Gonneke Willemsen, Andrew C. Heath, Elizabeth A. Streeten, Albert Hofman, Angela Cox, Maartje J. Hooning, Lili Milani, Margaret J. Wright, Fernando Rivadeneira, Gudny Eiriksdottir, Mellissa C. Southey, Qin Wang, Paolo Radice, Manjeet K. Bolla, Kay-Tee Khaw, Carl Blomqvist, Melanie Waldenberger, Sheila Ulivi, David Couper, Jenny Chang-Claude, David Karasik, Stig E. Bojesen, Andrew D. Johnson, David P. Strachan, Perry, John [0000-0001-6483-3771], Day, Felix [0000-0003-3789-7651], Thompson, Deborah [0000-0003-1465-5799], Zhao, Jing Hua [0000-0003-4930-3582], Dennis, Joe [0000-0003-4591-1214], Dunning, Alison [0000-0001-6651-7166], Pharoah, Paul [0000-0001-8494-732X], Sovio, Ulla [0000-0002-0799-1105], Tyrer, Jonathan [0000-0003-3724-4757], Wang, Jean [0000-0002-9139-0627], Khaw, Kay-Tee [0000-0002-8802-2903], Wareham, Nicholas [0000-0003-1422-2993], Easton, Douglas [0000-0003-2444-3247], Ong, Kenneth [0000-0003-4689-7530], Apollo - University of Cambridge Repository, Australian Ovarian Cancer Study, GENICA Network, kConFab, LifeLines Cohort Study, InterAct Consortium, Early Growth Genetics (EGG) Consortium, Cousminer, D.L., Stergiakouli, E., Berry, D.J., Ang, W., Groen-Blokhuis, M.M., Körner, A., Siitonen, N., Ntalla, I., Marinelli, M., Perry, J.R., Kettunen, J., Jansen, R., Surakka, I., Timpson, N.J., Ring, S., McMahon, G., Power, C., Wang, C., Kähönen, M., Viikari, J., Lehtimäki, T., Middeldorp, C.M., Hulshoff Pol, H.E., Neef, M., Weise, S., Pahkala, K., Niinikoski, H., Zeggini, E., Panoutsopoulou, K., Bustamante, M., Penninx, B.W., Murabito, J., Torrent, M., Dedoussis, G.V., Kiess, W., Boomsma, D.I., Pennell, C.E., Raitakari, O.T., Hyppönen, E., Davey Smith, G., Ripatti, S., McCarthy, M.I., Widén, E., Alizadeh, B.Z., de Boer, R.A., Boezen, H.M., Bruinenberg, M., Franke, L., van der Harst, P., Hillege, H.L., van der Klauw, M.M., Navis, G., Ormel, J., Postma, D., Rosmalen, J.G., Slaets, J.P., Snieder, H., Stolk, R.P., Wolffenbuttel, B.H., Wijmenga, C., Forouhi, N., Kerrison, N.D., Langenberg, C., Scott, R.A., Sharp, S.J., Sims, M., Barroso, I., Deloukas, P., Arriola, L., Balkau, B., Barricarte, A., Boeing, H., Franks, P.W., Gonzalez, C., Grioni, S., Kaaks, R., Key, T.J., Navarro, C., Nilsson, P.M., Overvad, K., Palli, D., Panico, S., Quirós, J., Rolandsson, O., Sacerdote, C., Sánchez, M.J., Slimani, N., Tjonneland, A., Tumino, R., van der A, D.L., van der Schouw, Y.T., Riboli, E., Wareham, N.J., Bowtell, D.D., Green, A., Chenevix-Trench, G., deFazio, A., Gertig, D., Webb, P.M., Brauch, H., Justenhoven, C., Hamann, U., Ko, Y.D., Baisch, C., Fischer, H.P., Pesch, B., Rabstein, S., Spickenheuer, A., Harth, V., Aghmesheh, M., Amor, D., Andrews, L., Antill, Y., Armitage, S., Arnold, L., Balleine, R., Bankier, A., Bastick, P., Beesley, J., Beilby, J., Bennett, I., Bennett, B., Berry, G., Blackburn, A., Bogwitz, M., Brennan, M., Brown, M., Buckley, M., Burgess, M., Burke, J., Butow, P., Byron, K., Callen, D., Campbell, I., Chauhan, D., Christian, A., Clarke, C., Colley, A., Cotton, D., Crook, A., Cui, J., Culling, B., Cummings, M., Dawson, S.J., Delatycki, M., Dickson, R., Dixon, J., Dobrovic, A., Dudding, T., Edkins, T., Edwards, S., Eisenbruch, M., Farshid, G., Fawcett, S., Fellows, A., Fenton, G., Field, M., Firgaira, F., Flanagan, J., Fleming, J., Fong, P., Forbes, J., Fox, S., French, J., Friedlander, M., Gaff, C., Gardner, M., Gattas, M., George, P., Giles, G., Gill, G., Goldblatt, J., Greening, S., Grist, S., Eric, H., Hardie, K., Harris, M., Hart, S., Hayward, N., Healey, S., Heiniger, L., Hopper, J., Humphrey, E., Hunt, C., James, P., Jenkins, M., Jones, A., Kefford, R., Kidd, A., Kiely, B., Kirk, J., Koehler, J., Kollias, J., Kovalenko, S., Lakhani, S., Leaming, A., Leary, J., Lim, J., Lindeman, G., Lipton, L., Lobb, L., Mann, G., Marsh, D., McLachlan, S.A., Meiser, B., Meldrum, C., Milne, R., Mitchell, G., Newman, B., O'Connell, S., O'Loughlin, I., Osborne, R., Pachter, N., Patterson, B., Peters, L., Phillips, K., Price, M., Purser, L., Reeve, J., Reeve, T., Richards, R., Rickard, E., Robinson, B., Rudzki, B., Saleh, M., Salisbury, E., Sambrook, J., Saunders, C., Saunus, J., Sayer, R., Scott, E., Scott, R., Scott, C., Seshadri, R., Sexton, A., Sharma, R., Shelling, A., Simpson, P., Southey, M., Spurdle, A., Suthers, G., Sykes, P., Taylor, D., Taylor, J., Thierry, B., Thompson, E., Thorne, H., Townshend, S., Trainer, A., Tran, L., Tucker, K., Tyler, J., Visvader, J., Walker, L., Walpole, I., Waring, P., Warner, B., Warren, G., Williams, R., Wilson, J., Winship, I., Wu, K., Young, M.A., Public Health, Internal Medicine, Epidemiology, Clinical Genetics, Medical Oncology, Child and Adolescent Psychiatry / Psychology, Life Course Epidemiology (LCE), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Groningen Research Institute for Asthma and COPD (GRIAC), Lifestyle Medicine (LM), Center for Liver, Digestive and Metabolic Diseases (CLDM), Stem Cell Aging Leukemia and Lymphoma (SALL), Biological Psychology, EMGO+ - Lifestyle, Overweight and Diabetes, Political Science, Perry, John R. B, Day, Felix, Elks, Cathy E, Sulem, Patrick, Thompson, Deborah J, Ferreira, Teresa, He, Chunyan, Chasman, Daniel I, Esko, Tõnu, Thorleifsson, Gudmar, Albrecht, Eva, Ang, Wei Q, Corre, Tanguy, Cousminer, Diana L, Feenstra, Bjarke, Franceschini, Nora, Ganna, Andrea, Johnson, Andrew D, Kjellqvist, Sanela, Lunetta, Kathryn L, Mcmahon, George, Nolte, Ilja M, Paternoster, Lavinia, Porcu, Eleonora, Smith, Albert V, Stolk, Lisette, Teumer, Alexander, Tšernikova, Natalia, Tikkanen, Emmi, Ulivi, Sheila, Wagner, Erin K, Amin, Najaf, Bierut, Laura J, Byrne, Enda M, Hottenga, Jouke Jan, Koller, Daniel L, Mangino, Massimo, Pers, Tune H, Yerges Armstrong, Laura M, Hua Zhao, Jing, Andrulis, Irene L, Anton Culver, Hoda, Atsma, Femke, Bandinelli, Stefania, Beckmann, Matthias W, Benitez, Javier, Blomqvist, Carl, Bojesen, Stig E, Bolla, Manjeet K, Bonanni, Bernardo, Brauch, Hiltrud, Brenner, Hermann, Buring, Julie E, Chang Claude, Jenny, Chanock, Stephen, Chen, Jinhui, Chenevix Trench, Georgia, Collée, J. Margriet, Couch, Fergus J, Couper, David, Coviello, Andrea D, Cox, Angela, Czene, Kamila, D'Adamo, Adamo Pio, Davey Smith, George, De Vivo, Immaculata, Demerath, Ellen W, Dennis, Joe, Devilee, Peter, Dieffenbach, Aida K, Dunning, Alison M, Eiriksdottir, Gudny, Eriksson, Johan G, Fasching, Peter A, Ferrucci, Luigi, Flesch Janys, Dieter, Flyger, Henrik, Foroud, Tatiana, Franke, Lude, Garcia, Melissa E, García Closas, Montserrat, Geller, Frank, de Geus, Eco E. J, Giles, Graham G, Gudbjartsson, Daniel F, Gudnason, Vilmundur, Guénel, Pascal, Guo, Suiqun, Hall, Per, Hamann, Ute, Haring, Robin, Hartman, Catharina A, Heath, Andrew C, Hofman, Albert, Hooning, Maartje J, Hopper, John L, Hu, Frank B, Hunter, David J, Karasik, David, Kiel, Douglas P, Knight, Julia A, Kosma, Veli Matti, Kutalik, Zoltan, Lai, Sandra, Lambrechts, Diether, Lindblom, Annika, Mägi, Reedik, Magnusson, Patrik K, Mannermaa, Arto, Martin, Nicholas G, Masson, Gisli, Mcardle, Patrick F, Mcardle, Wendy L, Melbye, Mad, Michailidou, Kyriaki, Mihailov, Evelin, Milani, Lili, Milne, Roger L, Nevanlinna, Heli, Neven, Patrick, Nohr, Ellen A, Oldehinkel, Albertine J, Oostra, Ben A, Palotie, Aarno, Peacock, Munro, Pedersen, Nancy L, Peterlongo, Paolo, Peto, Julian, Pharoah, Paul D. P, Postma, Dirkje S, Pouta, Anneli, Pylkäs, Katri, Radice, Paolo, Ring, Susan, Rivadeneira, Fernando, Robino, Antonietta, Rose, Lynda M, Rudolph, Anja, Salomaa, Veikko, Sanna, Serena, Schlessinger, David, Schmidt, Marjanka K, Southey, Mellissa C, Sovio, Ulla, Stampfer, Meir J, Stöckl, Dori, Storniolo, Anna M, Timpson, Nicholas J, Tyrer, Jonathan, Visser, Jenny A, Vollenweider, Peter, Völzke, Henry, Waeber, Gerard, Waldenberger, Melanie, Wallaschofski, Henri, Wang, Qin, Willemsen, Gonneke, Winqvist, Robert, Wolffenbuttel, Bruce H. R, Wright, Margaret J, Boomsma, Dorret I, Econs, Michael J, Khaw, Kay Tee, Loos, Ruth J. F, Mccarthy, Mark I, Montgomery, Grant W, Rice, John P, Streeten, Elizabeth A, Thorsteinsdottir, Unnur, van Duijn, Cornelia M, Alizadeh, Behrooz Z, Bergmann, Sven, Boerwinkle, Eric, Boyd, Heather A, Crisponi, Laura, Gasparini, Paolo, Gieger, Christian, Harris, Tamara B, Ingelsson, Erik, Järvelin, Marjo Riitta, Kraft, Peter, Lawlor, Debbie, Metspalu, Andre, Pennell, Craig E, Ridker, Paul M, Snieder, Harold, Sørensen, Thorkild I. A, Spector, Tim D, Strachan, David P, Uitterlinden, André G, Wareham, Nicholas J, Widen, Elisabeth, Zygmunt, Marek, Murray, Anna, Easton, Douglas F, Stefansson, Kari, Murabito, Joanne M, Ong, Ken K., Panico, Salvatore, Perry, John R. B., Elks, Cathy E., Thompson, Deborah J., Chasman, Daniel I., Ang, Wei Q., Cousminer, Diana L., Johnson, Andrew D., Lunetta, Kathryn L., Nolte, Ilja M., Smith, Albert V., Wagner, Erin K., Bierut, Laura J., Byrne, Enda M., Koller, Daniel L., Pers, Tune H., Yerges Armstrong, Laura M., Zhao, Jing Hua, Andrulis, Irene L., Beckmann, Matthias W., Bojesen, Stig E., Bolla, Manjeet K., Buring, Julie E., Couch, Fergus J., Coviello, Andrea D., D'Adamo, ADAMO PIO, Smith, George Davey, Demerath, Ellen W., Dieffenbach, Aida K., Dunning, Alison M., Eriksson, Johan G., Fasching, Peter A., Garcia, Melissa E., De Geus, Eco E. J., Giles, Graham G., Gudbjartsson, Daniel F., Hartman, Catharina A., Heath, Andrew C., Hooning, Maartje J., Hopper, John L., Hu, Frank B., Hunter, David J., Kiel, Douglas P., Knight, Julia A., Magnusson, Patrik K., Martin, Nicholas G., Mcardle, Patrick F., Mcardle, Wendy L., Milne, Roger L., Nohr, Ellen A., Oldehinkel, Albertine J., Oostra, Ben A., Pedersen, Nancy L., Pharoah, Paul D. P., Postma, Dirkje S., Rose, Lynda M., Schmidt, Marjanka K., Southey, Mellissa C., Stampfer, Meir J., Storniolo, Anna M., Timpson, Nicholas J., Visser, Jenny A., Wolffenbuttel, Bruce H. R., Wright, Margaret J., Boomsma, Dorret I., Econs, Michael J., Loos, Ruth J. F., Mccarthy, Mark I., Montgomery, Grant W., Rice, John P., Streeten, Elizabeth A., Van Duijn, Cornelia M., Alizadeh, Behrooz Z., Boyd, Heather A., Harris, Tamara B., Pennell, Craig E., Ridker, Paul M., Sørensen, Thorkild I. A., Spector, Tim D., Strachan, David P., Uitterlinden, André G., Wareham, Nicholas J., Easton, Douglas F., and Murabito, Joanne M.

Subjects
Netherlands Twin Register (NTR), Male, Parents, CENTRAL PRECOCIOUS PUBERTY, Genome-wide association study, Disease, VARIANTS, DISEASE, Body Mass Index, 0302 clinical medicine, Adolescent, Age Factors, Alleles, Breast Neoplasms/genetics, Cardiovascular Diseases/genetics, Child, Diabetes Mellitus, Type 2/genetics, Europe/ethnology, Female, Genetic Loci/genetics, Genome-Wide Association Study, Genomic Imprinting/genetics, Humans, Hypothalamo-Hypophyseal System/physiology, Intercellular Signaling Peptides and Proteins/genetics, Membrane Proteins/genetics, Menarche/genetics, Obesity/genetics, Ovary/physiology, Polymorphism, Single Nucleotide/genetics, Potassium Channels, Tandem Pore Domain/genetics, Proteins/genetics, Quantitative Trait Loci/genetics, Receptors, GABA-B/metabolism, Receptors, Retinoic Acid/metabolism, Ribonucleoproteins/genetics, Intercellular Signaling Peptides and Protein, Age Factor, Tandem Pore Domain, GENE-EXPRESSION, 0303 health sciences, BREAST-CANCER RISK, 3. Good health, Ribonucleoproteins, Cardiovascular Diseases, Menarche, Intercellular Signaling Peptides and Proteins, Science & Technology - Other Topics, GENICA Network, Breast Neoplasm, Type 2, Human, Hypothalamo-Hypophyseal System, Quantitative Trait Loci, Article, 03 medical and health sciences, SDG 3 - Good Health and Well-being, REVEALS, Diabetes Mellitus, Polymorphism, METAANALYSIS, Science & Technology, ta1184, Calcium-Binding Proteins, Proteins, HUMAN PREFRONTAL CORTEX, ta3121, ta3123, Diabetes Mellitus, Type 2, Genetic Loci, CELLS, 030217 neurology & neurosurgery, LifeLines Cohort Study, Potassium Channels, Receptors, Retinoic Acid, Retinoic Acid, Australian Ovarian Cancer Study, Polymorphism (computer science), Cardiovascular Disease, Receptors, WIDE ASSOCIATION, Membrane Protein, Allele, 2. Zero hunger, Genetics, Multidisciplinary, Single Nucleotide, Europe, Multidisciplinary Sciences, kConFab, Breast Neoplasms, Genomic Imprinting, Membrane Proteins, Obesity, Ovary, Polymorphism, Single Nucleotide, Potassium Channels, Tandem Pore Domain, Receptors, GABA-B, General Science & Technology, Ubiquitin-Protein Ligases, Quantitative trait locus, Biology, Healthcare improvement science Radboud Institute for Health Sciences [Radboudumc 18], Early Growth Genetics (EGG) Consortium, 030304 developmental biology, Protein, GABA-B, Ribonucleoprotein, InterAct Consortium, Genetic architecture, Parent, Genomic imprinting
Abstract

Contains fulltext : 136472.pdf (Publisher’s version ) (Closed access) Age at menarche is a marker of timing of puberty in females. It varies widely between individuals, is a heritable trait and is associated with risks for obesity, type 2 diabetes, cardiovascular disease, breast cancer and all-cause mortality. Studies of rare human disorders of puberty and animal models point to a complex hypothalamic-pituitary-hormonal regulation, but the mechanisms that determine pubertal timing and underlie its links to disease risk remain unclear. Here, using genome-wide and custom-genotyping arrays in up to 182,416 women of European descent from 57 studies, we found robust evidence (P < 5 x 10(-8)) for 123 signals at 106 genomic loci associated with age at menarche. Many loci were associated with other pubertal traits in both sexes, and there was substantial overlap with genes implicated in body mass index and various diseases, including rare disorders of puberty. Menarche signals were enriched in imprinted regions, with three loci (DLK1-WDR25, MKRN3-MAGEL2 and KCNK9) demonstrating parent-of-origin-specific associations concordant with known parental expression patterns. Pathway analyses implicated nuclear hormone receptors, particularly retinoic acid and gamma-aminobutyric acid-B2 receptor signalling, among novel mechanisms that regulate pubertal timing in humans. Our findings suggest a genetic architecture involving at least hundreds of common variants in the coordinated timing of the pubertal transition.

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