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OTTERS:a powerful TWAS framework leveraging summary-level reference data

Autor: Dai, Qile, Zhou, Geyu, Zhao, Hongyu, Võsa, Urmo, Franke, Lude, Battle, Alexis, Teumer, Alexander, Lehtimäki, Terho, Raitakari, Olli T., Esko, Tõnu, Agbessi, Mawussé, Ahsan, Habibul, Alves, Isabel, Andiappan, Anand Kumar, Arindrarto, Wibowo, Awadalla, Philip, Beutner, Frank, Jan Bonder, Marc, Boomsma, Dorret I., Christiansen, Mark W., Claringbould, Annique, Deelen, Patrick, Favé, Marie-Julie, Frayling, Timothy, Gharib, Sina A., Gibson, Greg, Heijmans, Bastiaan T., Hemani, Gibran, Jansen, Rick, Kähönen, Mika, Kalnapenkis, Anette, Kasela, Silva, Kettunen, Johannes, Kim, Yungil, Kirsten, Holger, Kovacs, Peter, Krohn, Knut, Kronberg, Jaanika, Kukushkina, Viktorija, Kutalik, Zoltan, Lee, Bernett, Loeffler, Markus, Marigorta, Urko M., Mei, Hailang, Milani, Lili, Montgomery, Grant W., Müller-Nurasyid, Martina, Nauck, Matthias, Nivard, Michel G., Penninx, Brenda, Perola, Markus, Pervjakova, Natalia, Pierce, Brandon L., Powell, Joseph, Prokisch, Holger, Psaty, Bruce M., Ripatti, Samuli, Rotzschke, Olaf, Rüeger, Sina, Saha, Ashis, Scholz, Markus, Schramm, Katharina, Seppälä, Ilkka, Slagboom, Eline P., Stehouwer, Coen D. A., Stumvoll, Michael, Sullivan, Patrick, ‘t Hoen, Peter A. C., Thiery, Joachim, Tong, Lin, Tönjes, Anke, van Dongen, Jenny, van Iterson, Maarten, van Meurs, Joyce, Veldink, Jan H., Verlouw, Joost, Visscher, Peter M., Völker, Uwe, Westra, Harm-Jan, Wijmenga, Cisca, Yaghootkar, Hanieh, Yang, Jian, Zeng, Biao, Zhang, Futao, Epstein, Michael P., Yang, Jingjing

Publikováno v: eQTLGen Consortium 2023, ' OTTERS : a powerful TWAS framework leveraging summary-level reference data ', Nature Communications, vol. 14, no. 1, 1271 . https://doi.org/10.1038/s41467-023-36862-w
Nature Communications, 14(1):1271. Nature Publishing Group UK
Nature Communications, 14(1):1271. Nature Publishing Group
Dai, Q, Zhou, G, Zhao, H, Esko, T, Boomsma, D I, Nivard, M G, van Dongen, J, Epstein, M P, Yang, J & eQTLGen Consortium 2023, ' OTTERS : a powerful TWAS framework leveraging summary-level reference data ', Nature Communications, vol. 14, no. 1, 1271 . https://doi.org/10.1038/s41467-023-36862-w

Most existing TWAS tools require individual-level eQTL reference data and thus are not applicable to summary-level reference eQTL datasets. The development of TWAS methods that can harness summary-level reference data is valuable to enable TWAS in br

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a8dab0fd328cc49401a235e20c029df7
https://research.vumc.nl/en/publications/c3d690a5-0e48-4778-bab7-0e612d8b2086

Genetics of circulating inflammatory proteins identifies drivers of immune-mediated 22 disease risk and therapeutic targets

Autor: Zhao, Jing Hua, Stacey, David, Eriksson, Niclas, Macdonald-Dunlop, Erin, Hedman, Asa K, Kalnapenkis, Anette, Enroth, Stefan, Cozzetto, Domenico, Digby-Bell, Jonathan, Marten, Jonathan, Folkersen, Lasse, Herder, Christian, Jonsson, Lina, Bergen, Sarah E, Geiger, Christian, Needham, Elise J, Surendran, Praveen, Paul, Dirk S, Polasek, Ozren, Thorand, Barbara, Grallert, Harald, Roden, Michael, Võsa, Urmo, Esko, Tonu, Hayward, Caroline, Johansson, Asa, Gyllensten, Ulf, Powell, Nicholas, Hansson, Oskar, Mattsson-Carlgren, Niklas, Joshi, Peter K, Danesh, John, Padyukov, Leonid, Klareskog, Lars, Landén, Mikael, Wilson, James F, Siegbahn, Agneta, Wallentin, Lars, Mälarstig, Anders, Butterworth, Adam S, Peters, James E

Circulating proteins have important functions in inflammation and a broad range of diseases. To identify genetic influences on inflammation-related proteins, we conducted a genome-wide protein quantitative trait locus (pQTL) study of 91 plasma protei

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fa5f12f8020268ee1ae106d7f9ee577a

Identification of 371 genetic variants for age at first sex and birth linked to externalising behaviour

Autor: Mills, Melinda C., Tropf, Felix C., Brazel, David M., van Zuydam, Natalie, Vaez, Ahmad, Agbessi, Mawussé, Ahsan, Habibul, Alves, Isabel, Andiappan, Anand Kumar, Arindrarto, Wibowo, Awadalla, Philip, Battle, Alexis, Beutner, Frank, Jan Bonder, Marc, Boomsma, Dorret I., Christiansen, Mark W., Claringbould, Annique, Deelen, Patrick, Esko, Tõnu, Favé, Marie-Julie, Franke, Lude, Frayling, Timothy, Gharib, Sina A., Gibson, Greg, Heijmans, Bastiaan T., Hemani, Gibran, Jansen, Rick, Kähönen, Mika, Kalnapenkis, Anette, Kasela, Silva, Kettunen, Johannes, Kim, Yungil, Kirsten, Holger, Kovacs, Peter, Krohn, Knut, Kronberg, Jaanika, Kukushkina, Viktorija, Kutalik, Zoltan, Lee, Bernett, Lehtimäki, Terho, Loeffler, Markus, Marigorta, Urko M., Mei, Hailang, Milani, Lili, Montgomery, Grant W., Müller-Nurasyid, Martina, Nauck, Matthias, Nivard, Michel G., Penninx, Brenda W. J. H., Perola, Markus, Pervjakova, Natalia, Pierce, Brandon L., Powell, Joseph, Prokisch, Holger, Psaty, Bruce M., Raitakari, Olli T., Ripatti, Samuli, Rotzschke, Olaf, Rüeger, Sina, Saha, Ashis, Scholz, Markus, Schramm, Katharina, Seppälä, Ilkka, Slagboom, Eline P., Stehouwer, Coen D. A., Stumvoll, Michael, Sullivan, Patrick, ‘t Hoen, Peter A. C., Teumer, Alexander, Thiery, Joachim, Tong, Lin, Tönjes, Anke, van Dongen, Jenny, van Iterson, Maarten, van Meurs, Joyce, Veldink, Jan H., Verlouw, Joost, Visscher, Peter M., Völker, Uwe, Võsa, Urmo, Westra, Harm-Jan, Wijmenga, Cisca, Yaghootkar, Hanieh, Yang, Jian, Zeng, Biao, Zhang, Futao, Isaacs, Aaron, Pool, René, Jan Hottenga, Jouke, van Greevenbroek, Marleen M. J., van der Kallen, Carla J. H., Schalkwijk, Casper G., Zhernakova, Sasha, Tigchelaar, Ettje F., Beekman, Marian, Deelen, Joris, van Heemst, Diana, van den Berg, Leonard H., van Duijn, Cornelia M., Hofman, Bert A., Uitterlinden, André G., Jhamai, P. Mila, Verbiest, Michael, Suchiman, H. Eka D., Verkerk, Marijn, van der Breggen, Ruud, van Rooij, Jeroen, Lakenberg, Nico, Mei, Hailiang, van Galen, Michiel, Bot, Jan, Zhernakova, Dasha V., van ’t Hof, Peter, Nooren, Irene, Moed, Matthijs, Vermaat, Martijn, Luijk, René, van Dijk, Freerk, Kielbasa, Szymon M., Swertz, Morris A., van Zwet, Erik. W., Akimova, Evelina T., Bergmann, Sven, Boardman, Jason D., Brumat, Marco, Buring, Julie E., Cesarini, David, Chasman, Daniel I., Chavarro, Jorge E., Cocca, Massimiliano, Concas, Maria Pina, Davey-Smith, George, Davies, Gail, Deary, Ian J., Franco, Oscar, Gaskins, Audrey J., de Geus, Eco J. C., Gieger, Christian, Girotto, Giorgia, Grabe, Hans Jörgen, Gunderson, Erica P., Harris, Kathleen Mullan, Hartwig, Fernando P., He, Chunyan, Hill, W. David, Homuth, Georg, Horta, Bernando Lessa, Huang, Hongyang, Hyppӧnen, Elina, Ikram, M. Arfan, Johannesson, Magnus, Kamali, Zoha, Kavousi, Maryam, Kraft, Peter, Kühnel, Brigitte, Langenberg, Claudia, Lind, Penelope A., Luan, Jian’an, Mägi, Reedik, Magnusson, Patrik K. E., Mahajan, Anubha, Martin, Nicholas G., Mbarek, Hamdi, McCarthy, Mark I., McMahon, George, McQueen, Matthew B., Medland, Sarah E., Meitinger, Thomas, Metspalu, Andres, Mihailov, Evelin, Missmer, Stacey A., Møllegaard, Stine, Mook-Kanamori, Dennis O., Morgan, Anna, van der Most, Peter J., de Mutsert, Renée, Nolte, Ilja M., Noordam, Raymond, Peters, Annette, Power, Chris, Redmond, Paul, Rich-Edwards, Janet W., Ridker, Paul M., Rietveld, Cornelius A., Ring, Susan M., Rose, Lynda M., Rueedi, Rico, Stefánsson, Kári, Stöckl, Doris, Strauch, Konstantin, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Turman, Constance, Waldenberger, Melanie, Wareham, Nicholas J., Willemsen, Gonneke, Zhao, Jing Hau, Pers, Tune H., Snieder, Harold, Perry, John R. B., Ong, Ken K., den Hoed, Marcel, Barban, Nicola, Day, Felix R.

Publikováno v: Nature Human Behaviour, 5, 1717-1730. Nature Publishing Group
Nature human behaviour
eQTLGen Consortium, BIOS Consortium & Human Reproductive Behaviour Consortium 2021, ' Identification of 371 genetic variants for age at first sex and birth linked to externalising behaviour ', Nature Human Behaviour, vol. 5, pp. 1717-1730 . https://doi.org/10.1038/s41562-021-01135-3
2021, ' Identification of 371 genetic variants for age at first sex and birth linked to externalising behaviour ', Nature Human Behaviour, vol. 5, no. 12, pp. 1717–1730 . https://doi.org/10.1038/s41562-021-01135-3
Nat. Hum. Behav. 5, 1717-1730 (2021)
Mills, M C, Boomsma, D I, Jansen, R, Nivard, M G, van Dongen, J, de Geus, E J C, Jan Hottenga, J, Mbarek, H, Willemsen, G & eQTLGen Consortium 2021, ' Identification of 371 genetic variants for age at first sex and birth linked to externalising behaviour ', Nature Human Behaviour, vol. 5, no. 12, pp. 1717-1730 . https://doi.org/10.1038/s41562-021-01135-3
Nature Human Behaviour, 5(12), 1717-1730. Springer Nature
Nature Human Behaviour. Nature Publishing Group
Nature Human Behaviour, 5(12), 1717-1730. Nature Publishing Group
Nature Human Behaviour

Age at first sexual intercourse and age at first birth have implications for health and evolutionary fitness. In this genome-wide association study (age at first sexual intercourse, N = 387,338; age at first birth, N = 542,901), we identify 371 singl

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d336f359b5ba96201fa273a5a01c10fb
https://doi.org/10.1038/s41562-021-01135-3

Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences

Autor: Karlsson Linnér, Richard, Biroli, Pietro, Kong, Edward, Meddens, S. Fleur W., Wedow, Robbee, Fontana, Mark Alan, Lebreton, Maël, Tino, Stephen P., Abdellaoui, Abdel, Hammerschlag, Anke R., Nivard, Michel G., Okbay, Aysu, Rietveld, Cornelius A., Timshel, Pascal N., Trzaskowski, Maciej, Vlaming, Ronald de, Zünd, Christian L., Bao, Yanchun, Buzdugan, Laura, Caplin, Ann H., Chen, Chia-Yen, Eibich, Peter, Fontanillas, Pierre, Gonzalez, Juan R., Joshi, Peter K., Karhunen, Ville, Kleinman, Aaron, Levin, Remy Z., Lill, Christina M., Meddens, Gerardus A., Muntané, Gerard, Sanchez-Roige, Sandra, Rooij, Frank J. van, Taskesen, Erdogan, Yang, Wu, Zhang, Futao, Agee, Michelle, Alipanahi, Babak, Bell, Robert K., Bryc, Katarzyna, Elson, Sarah L., Furlotte, Nicholas A., Huber, Karen E., Litterman, Nadia K., Mccreight, Jennifer C., Mcintyre, Matthew H., Mountain, Joanna L., Northover, Carrie A. M., Pitts, Steven J., Sathirapongsasuti, J. Fah, Sazonova, Olga V., Shelton, Janie F., Shringarpure, Suyash, Tian, Chao, Tung, Joyce Y., Vacic, Vladimir, Wilson, Catherine H., Agbessi, Mawussé, Ahsan, Habibul, Alves, Isabel, Andiappan, Anand, Awadalla, Philip, Battle, Alexis, Beutner, Frank, Jan Bonder, Marc, Boomsma, Dorret I., Christiansen, Mark, Claringbould, Annique, Deelen, Patrick, Esko, Tõnu, Favé, Marie-Julie, Franke, Lude, Frayling, Timothy, Gharib, Sina A., Gibson, Gregory, Heijmans, Bastiaan, Hemani, Gibran, Jansen, Rick, Kähönen, Mika, Kalnapenkis, Anette, Kasela, Silva, Kettunen, Johannes, Kim, Yungil, Kirsten, Holger, Kovacs, Peter, Krohn, Knut, Kronberg-Guzman, Jaanika, Kukushkina, Viktorija, Kutalik, Zoltan, Lee, Bernett, Lehtimäki, Terho, Loeffler, Markus, Marigorta, Urko M., Metspalu, Andres, Milani, Lili, Montgomery, Grant W., Müller-Nurasyid, Martina, Nauck, Matthias, Penninx, Brenda, Perola, Markus, Pervjakova, Natalia, Pierce, Brandon, Powell, Joseph, Prokisch, Holger, Psaty, Bruce M., Raitakari, Olli, Ring, Susan, Ripatti, Samuli, Rotzchke, Olaf, Rüeger, Sina, Saha, Ashis, Scholz, Markus, Schramm, Katharina, Seppälä, Ilkka, Stumvoll, Michael, Sullivan, Patrick, Hoen, Peter-Bram t, Teumer, Alexander, Thiery, Joachim, Tong, Lin, Tönjes, Anke, Dongen, Jenny van, Meurs, Joyce van, Verlouw, Joost, Visscher, Peter M., Völker, Uwe, Võsa, Urmo, Westra, Harm-Jan, Yaghootkar, Hanieh, Yang, Jian, Zeng, Biao, Beauchamp, Jonathan P., Lee, James J., Pers, Tune H., Turley, Patrick, Chen, Guo-Bo, Emilsson, Valur, Oskarsson, Sven, Pickrell, Joseph K., Thom, Kevin, Timshel, Pascal, de Vlaming, Ronald, Ahluwalia, Tarunveer S., Bacelis, Jonas, Baumbach, Clemens, Bjornsdottir, Gyda, Brandsma, Johannes H., Concas, Maria Pina, Derringer, Jaime, Galesloot, Tessel E., Girotto, Giorgia, Gupta, Richa, Hall, Leanne M., Harris, Sarah E., Hofer, Edith, Horikoshi, Momoko, Huffman, Jennifer E., Kaasik, Kadri, Kalafati, Ioanna P., Karlsson, Robert, Kong, Augustine, Lahti, Jari, Lee, Sven J. van der, de Leeuw, Christiaan, Lind, Penelope A., Lindgren, Karl-Oskar, Liu, Tian, Mangino, Massimo, Marten, Jonathan, Mihailov, Evelin, Miller, Michael B., Most, Peter J. van der, Oldmeadow, Christopher, Payton, Antony, Peyrot, Wouter J., Qian, Yong, Rueedi, Rico, Salvi, Erika, Schmidt, Börge, Schraut, Katharina E., Shi, Jianxin, Smith, Albert V., Poot, Raymond A., Pourcain, Beate St, Thorleifsson, Gudmar, Verweij, Niek, Vuckovic, Dragana, Wellmann, Juergen, Yang, Jingyun, Zhao, Wei, Zhu, Zhihong, Alizadeh, Behrooz Z., Amin, Najaf, Bakshi, Andrew, Baumeister, Sebastian E., Biino, Ginevra, Bønnelykke, Klaus, Boyle, Patricia A., Campbell, Harry, Cappuccio, Francesco P., Davies, Gail, De Neve, Jan-Emmanuel, Deloukas, Panos, Demuth, Ilja, Ding, Jun, Eisele, Lewin, Eklund, Niina, Evans, David M., Faul, Jessica D., Feitosa, Mary F., Forstner, Andreas J., Gandin, Ilaria, Gunnarsson, Bjarni, Halldórsson, Bjarni V., Harris, Tamara B., Heath, Andrew C., Hocking, Lynne J., Holliday, Elizabeth G., Homuth, Georg, Horan, Michael A., Hottenga, Jouke-Jan, de Jager, Philip L., Jugessur, Astanand, Kaakinen, Marika A., Kanoni, Stavroula, Keltigangas-Järvinen, Liisa, Kiemeney, Lambertus A. L. M., Kolcic, Ivana, Koskinen, Seppo, Kraja, Aldi T., Kroh, Martin, Latvala, Antti, Launer, Lenore J., Lebreton, Maël P., Levinson, Douglas F., Lichtenstein, Paul, Lichtner, Peter, Liewald, David C. M., Loukola, Anu, Madden, Pamela A., Mägi, Reedik, Mäki-Opas, Tomi, Marioni, Riccardo E., Marques-Vidal, Pedro, Mcmahon, George, Meisinger, Christa, Meitinger, Thomas, Milaneschi, Yusplitri, Myhre, Ronny, Nelson, Christopher P., Nyholt, Dale R., Ollier, William E. R., Palotie, Aarno, Paternoster, Lavinia, Pedersen, Nancy L., Petrovic, Katja E., Porteous, David J., Räikkönen, Katri, Ring, Susan M., Robino, Antonietta, Rostapshova, Olga, Rudan, Igor, Rustichini, Aldo, Salomaa, Veikko, Sanders, Alan R., Sarin, Antti-Pekka, Schmidt, Helena, Scott, Rodney J., Smith, Blair H., Smith, Jennifer A., Staessen, Jan A., Steinhagen-Thiessen, Elisabeth, Strauch, Konstantin, Terracciano, Antonio, Tobin, Martin D., Ulivi, Sheila, Vaccargiu, Simona, Quaye, Lydia, Venturini, Cristina, Vinkhuyzen, Anna A. E., Völzke, Henry, Vonk, Judith M., Vozzi, Diego, Waage, Johannes, Ware, Erin B., Willemsen, Gonneke, Attia, John R., Bennett, David A., Berger, Klaus, Bertram, Lars, Bisgaard, Hans, Borecki, Ingrid B, Bültmann, Ute, Chabris, Christopher F., Cucca, Francesco, Cusi, Daniele, Deary, Ian J., Dedoussis, George V., Duijn, Cornelia M. van, Eriksson, Johan G., Franke, Barbara, Gasparini, Paolo, Gejman, Pablo V., Gieger, Christian, Grabe, Hans-Jörgen, Gratten, Jacob, Groenen, Patrick J. F., Gudnason, Vilmundur, Harst, Pim van der, Hayward, Caroline, Hinds, David A., Hoffmann, Wolfgang, Hyppönen, Elina, Iacono, William G., Jacobsson, Bo, Järvelin, Marjo-Riitta, Jöckel, Karl-Heinz, Kaprio, Jaakko, Kardia, Sharon L. R., Lehrer, Steven F., Magnusson, Patrik K. E., Martin, Nicholas G., Mcgue, Matt, Pendleton, Neil, Pirastu, Nicola, Pirastu, Mario, Polasek, Ozren, Posthuma, Danielle, Power, Christine, Province, Michael A., Samani, Nilesh J., Schlessinger, David, Schmidt, Reinhold, Sørensen, Thorkild I. A., Spector, Tim D., Stefansson, Kari, Thorsteinsdottir, Unnur, Thurik, A. Roy, Timpson, Nicholas J., Tiemeier, Henning, Uitterlinden, André G., Vitart, Veronique, Vollenweider, Peter, Weir, David R., Wilson, James F., Wright, Alan F., Conley, Dalton C., Krueger, Robert F., Smith, George Davey, Hofman, Albert, Laibson, David I., Medland, Sarah E., Meyer, Michelle N., Johannesson, Magnus, Koellinger, Philipp D., Cesarini, David, Benjamin, Daniel J., Auton, Adam, Boardman, Jason D., Clark, David W., Conlin, Andrew, Dolan, Conor C., Fischbacher, Urs, Harris, Kathleen Mullan, Hasler, Gregor, Ikram, Mohammad A., Jain, Sonia, Kessler, Ronald C., Kooyman, Maarten, Mackillop, James, Männikkö, Minna, Morcillo-Suarez, Carlos, Mcqueen, Matthew B., Schmidt, Klaus M., Smart, Melissa C., Sutter, Matthias, White, Jon, Wit, Harriet de, Fehr, Ernst, Kumari, Meena, Laibson, David, Navarro, Arcadi, Palmer, Abraham A., Schunk, Daniel, Stein, Murray B., Svento, Rauli, Timmers, Paul R. H. J., Ursano, Robert J., Wagner, Gert G.

Publikováno v: 2019, ' Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences ', Nature Genetics . https://doi.org/10.1038/s41588-018-0309-3
Nature Genetics, 51, 2, pp. 245-257
Nature genetics, 51(2), 245-257. Nature Publishing Group
Nature Genetics, 51(2), 245-257. Nature Publishing Group
Nature Genetics
Karlsson Linnér, R, Biroli, P, Kong, E, Meddens, S F W, Wedow, R, Fontana, M A, Lebreton, M, Tino, S P, Abdellaoui, A, Hammerschlag, A R, Nivard, M G, Okbay, A, Rietveld, C A, Timshel, P N, Trzaskowski, M, Vlaming, R D, Zünd, C L, Bao, Y, Buzdugan, L, Caplin, A H, Chen, C-Y, Eibich, P, Fontanillas, P, Gonzalez, J R, Joshi, P K, Karhunen, V, Kleinman, A, Levin, R Z, Lill, C M, Meddens, G A, Muntané, G, Sanchez-Roige, S, Rooij, F J V, Taskesen, E, Wu, Y, Jansen, R, Penninx, B, Peyrot, W J, Evans, D M, Milaneschi, Y, Posthuma, D, 23and Me Research Team, Schunk, D, Stein, M B, Svento, R, Tiemeier, H, Timmers, P R H J, Turley, P, Ursano, R J, Wagner, G G, Wilson, J F, Gratten, J, Lee, J J, Cesarini, D, Benjamin, D J, Koellinger, P D & Beauchamp, J P 2019, ' Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences ', Nature Genetics, vol. 51, no. 2, pp. 245-257 . https://doi.org/10.1038/s41588-018-0309-3
Nature Genetics, 51, 245-257
Social Science Genetic Association Consortium, 23and Me Research Team, eQTLGen Consortium & International Cannabis Consortium 2019, ' Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences ', Nature Genetics, vol. 51, no. 2, pp. 245-257 . https://doi.org/10.1038/s41588-018-0309-3
Nature Genetics, 51(2), 245
Nature Genetics, 51(2), 245-+. Nature Publishing Group
23and Me Research Team & Pendleton, N 2019, ' Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences ', Nature Genetics . https://doi.org/10.1038/s41588-018-0309-3
Nat. Genet. 51, 245-257 (2019)

Humans vary substantially in their willingness to take risks. In a combined sample of over 1 million individuals, we conducted genome-wide association studies (GWAS) of general risk tolerance, adventurousness, and risky behaviors in the driving, drin

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fb25f7df9dc9de71b0dd890021c2c33e
https://hdl.handle.net/20.500.11820/06269f4b-2576-47bd-af50-3f97e6c9f2cb