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1. A genome-wide association study provides insights into the genetic etiology of 57 essential and non-essential trace elements in humans

Author

Moksnes, Marta R., Hansen, Ailin F., Wolford, Brooke N., Thomas, Laurent F., Rasheed, Humaira, Simić, Anica, Bhatta, Laxmi, Brantsæter, Anne Lise, Surakka, Ida, Zhou, Wei, Magnus, Per, Njølstad, Pål R., Andreassen, Ole A., Syversen, Tore, Zheng, Jie, Fritsche, Lars G., Evans, David M., Warrington, Nicole M., Nøst, Therese H., Åsvold, Bjørn Olav, Flaten, Trond Peder, Willer, Cristen J., Hveem, Kristian, and Brumpton, Ben M.

Published
2024
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2. Proteome-wide Mendelian randomization in global biobank meta-analysis reveals multi-ancestry drug targets for common diseases

Author

Zhao, Huiling, Rasheed, Humaria, Nøst, Therese Haugdahl, Cho, Yoonsu, Liu, Yi, Bhatta, Laxmi, Bhattacharya, Arjun, Initiative, Global Biobank Meta-analysis, Hemani, Gibran, Smith, George Davey, Brumpton, Ben Michael, Zhou, Wei, Neale, Benjamin M, Gaunt, Tom R, and Zheng, Jie

Subjects
Epidemiology, Biological Sciences, Health Sciences, Genetics, Good Health and Well Being, Global Biobank Meta-analysis Initiative, complex diseases, drug target prioritization, multi-ancestry Mendelian randomization, plasma proteome
Abstract

Proteome-wide Mendelian randomization (MR) shows value in prioritizing drug targets in Europeans but with limited evidence in other ancestries. Here, we present a multi-ancestry proteome-wide MR analysis based on cross-population data from the Global Biobank Meta-analysis Initiative (GBMI). We estimated the putative causal effects of 1,545 proteins on eight diseases in African (32,658) and European (1,219,993) ancestries and identified 45 and 7 protein-disease pairs with MR and genetic colocalization evidence in the two ancestries, respectively. A multi-ancestry MR comparison identified two protein-disease pairs with MR evidence in both ancestries and seven pairs with specific effects in the two ancestries separately. Integrating these MR signals with clinical trial evidence, we prioritized 16 pairs for investigation in future drug trials. Our results highlight the value of proteome-wide MR in informing the generalizability of drug targets for disease prevention across ancestries and illustrate the value of meta-analysis of biobanks in drug development.

Published
2022

3. Exploring the genetics of airflow limitation in lung function across the lifespan – a polygenic risk score study

Author

Hernandez-Pacheco, Natalia, Kilanowski, Anna, Kumar, Ashish, Curtin, John A., Olvera, Núria, Kress, Sara, Bertels, Xander, Lahousse, Lies, Bhatta, Laxmi, Granell, Raquel, Marí, Sergi, Bilbao, Jose Ramon, Sun, Yidan, Tingskov Pedersen, Casper-Emil, Karramass, Tarik, Thiering, Elisabeth, Dardani, Christina, Kebede Merid, Simon, Wang, Gang, Hallberg, Jenny, Koch, Sarah, Garcia-Aymerich, Judith, Esplugues, Ana, Torrent, Maties, Ibarluzea, Jesus, Lowe, Lesley, Simpson, Angela, Gehring, Ulrike, Vermeulen, Roel C.H., Roberts, Graham, Bergström, Anna, Vonk, Judith M., Felix, Janine F., Duijts, Liesbeth, Bønnelykke, Klaus, Timpson, Nic, Brusselle, Guy, Brumpton, Ben M., Langhammer, Arnulf, Turner, Stephen, Holloway, John W., Arshad, Syed Hasan, Ullah, Anhar, Custovic, Adnan, Cullinan, Paul, Murray, Clare S., van den Berge, Maarten, Kull, Inger, Schikowski, Tamara, Wedzicha, Jadwiga A., Koppelman, Gerard, Faner, Rosa, Agustí, Àlvar, Standl, Marie, and Melén, Erik

Published
2024
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4. Genome-wide association study of placental weight identifies distinct and shared genetic influences between placental and fetal growth

Author

Beaumont, Robin N., Flatley, Christopher, Vaudel, Marc, Wu, Xiaoping, Chen, Jing, Moen, Gunn-Helen, Skotte, Line, Helgeland, Øyvind, Solé-Navais, Pol, Banasik, Karina, Albiñana, Clara, Ronkainen, Justiina, Fadista, João, Stinson, Sara Elizabeth, Trajanoska, Katerina, Wang, Carol A., Westergaard, David, Srinivasan, Sundararajan, Sánchez-Soriano, Carlos, Bilbao, Jose Ramon, Allard, Catherine, Groleau, Marika, Kuulasmaa, Teemu, Leirer, Daniel J., White, Frédérique, Jacques, Pierre-Étienne, Cheng, Haoxiang, Hao, Ke, Andreassen, Ole A., Åsvold, Bjørn Olav, Atalay, Mustafa, Bhatta, Laxmi, Bouchard, Luigi, Brumpton, Ben Michael, Brunak, Søren, Bybjerg-Grauholm, Jonas, Ebbing, Cathrine, Elliott, Paul, Engelbrechtsen, Line, Erikstrup, Christian, Estarlich, Marisa, Franks, Stephen, Gaillard, Romy, Geller, Frank, Grove, Jakob, Hougaard, David M., Kajantie, Eero, Morgen, Camilla S., Nohr, Ellen A., Nyegaard, Mette, Palmer, Colin N. A., Pedersen, Ole Birger, Rivadeneira, Fernando, Sebert, Sylvain, Shields, Beverley M., Stoltenberg, Camilla, Surakka, Ida, Thørner, Lise Wegner, Ullum, Henrik, Vaarasmaki, Marja, Vilhjalmsson, Bjarni J., Willer, Cristen J., Lakka, Timo A., Gybel-Brask, Dorte, Bustamante, Mariona, Hansen, Torben, Pearson, Ewan R., Reynolds, Rebecca M., Ostrowski, Sisse R., Pennell, Craig E., Jaddoe, Vincent W. V., Felix, Janine F., Hattersley, Andrew T., Melbye, Mads, Lawlor, Deborah A., Hveem, Kristian, Werge, Thomas, Nielsen, Henriette Svarre, Magnus, Per, Evans, David M., Jacobsson, Bo, Järvelin, Marjo-Riitta, Zhang, Ge, Hivert, Marie-France, Johansson, Stefan, Freathy, Rachel M., Feenstra, Bjarke, and Njølstad, Pål R.

Published
2023
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6. Polygenic prediction of preeclampsia and gestational hypertension

Author

Honigberg, Michael C., Truong, Buu, Khan, Raiyan R., Xiao, Brenda, Bhatta, Laxmi, Vy, Ha My T., Guerrero, Rafael F., Schuermans, Art, Selvaraj, Margaret Sunitha, Patel, Aniruddh P., Koyama, Satoshi, Cho, So Mi Jemma, Vellarikkal, Shamsudheen Karuthedath, Trinder, Mark, Urbut, Sarah M., Gray, Kathryn J., Brumpton, Ben M., Patil, Snehal, Zöllner, Sebastian, Antopia, Mariah C., Saxena, Richa, Nadkarni, Girish N., Do, Ron, Yan, Qi, Pe’er, Itsik, Verma, Shefali Setia, Gupta, Rajat M., Haas, David M., Martin, Hilary C., van Heel, David A., Laisk, Triin, and Natarajan, Pradeep

Published
2023
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8. Multi-ancestry genome-wide association analyses improve resolution of genes and pathways influencing lung function and chronic obstructive pulmonary disease risk

Author

Shrine, Nick, Izquierdo, Abril G., Chen, Jing, Packer, Richard, Hall, Robert J., Guyatt, Anna L., Batini, Chiara, Thompson, Rebecca J., Pavuluri, Chandan, Malik, Vidhi, Hobbs, Brian D., Moll, Matthew, Kim, Wonji, Tal-Singer, Ruth, Bakke, Per, Fawcett, Katherine A., John, Catherine, Coley, Kayesha, Piga, Noemi Nicole, Pozarickij, Alfred, Lin, Kuang, Millwood, Iona Y., Chen, Zhengming, Li, Liming, Wijnant, Sara R. A., Lahousse, Lies, Brusselle, Guy, Uitterlinden, Andre G., Manichaikul, Ani, Oelsner, Elizabeth C., Rich, Stephen S., Barr, R. Graham, Kerr, Shona M., Vitart, Veronique, Brown, Michael R., Wielscher, Matthias, Imboden, Medea, Jeong, Ayoung, Bartz, Traci M., Gharib, Sina A., Flexeder, Claudia, Karrasch, Stefan, Gieger, Christian, Peters, Annette, Stubbe, Beate, Hu, Xiaowei, Ortega, Victor E., Meyers, Deborah A., Bleecker, Eugene R., Gabriel, Stacey B., Gupta, Namrata, Smith, Albert Vernon, Luan, Jian’an, Zhao, Jing-Hua, Hansen, Ailin F., Langhammer, Arnulf, Willer, Cristen, Bhatta, Laxmi, Porteous, David, Smith, Blair H., Campbell, Archie, Sofer, Tamar, Lee, Jiwon, Daviglus, Martha L., Yu, Bing, Lim, Elise, Xu, Hanfei, O’Connor, George T., Thareja, Gaurav, Albagha, Omar M. E., Suhre, Karsten, Granell, Raquel, Faquih, Tariq O., Hiemstra, Pieter S., Slats, Annelies M., Mullin, Benjamin H., Hui, Jennie, James, Alan, Beilby, John, Patasova, Karina, Hysi, Pirro, Koskela, Jukka T., Wyss, Annah B., Jin, Jianping, Sikdar, Sinjini, Lee, Mikyeong, May-Wilson, Sebastian, Pirastu, Nicola, Kentistou, Katherine A., Joshi, Peter K., Timmers, Paul R. H. J., Williams, Alexander T., Free, Robert C., Wang, Xueyang, Morrison, John L., Gilliland, Frank D., Chen, Zhanghua, Wang, Carol A., Foong, Rachel E., Harris, Sarah E., Taylor, Adele, Redmond, Paul, Cook, James P., Mahajan, Anubha, Lind, Lars, Palviainen, Teemu, Lehtimäki, Terho, Raitakari, Olli T., Kaprio, Jaakko, Rantanen, Taina, Pietiläinen, Kirsi H., Cox, Simon R., Pennell, Craig E., Hall, Graham L., Gauderman, W. James, Brightling, Chris, Wilson, James F., Vasankari, Tuula, Laitinen, Tarja, Salomaa, Veikko, Mook-Kanamori, Dennis O., Timpson, Nicholas J., Zeggini, Eleftheria, Dupuis, Josée, Hayward, Caroline, Brumpton, Ben, Langenberg, Claudia, Weiss, Stefan, Homuth, Georg, Schmidt, Carsten Oliver, Probst-Hensch, Nicole, Jarvelin, Marjo-Riitta, Morrison, Alanna C., Polasek, Ozren, Rudan, Igor, Lee, Joo-Hyeon, Sayers, Ian, Rawlins, Emma L., Dudbridge, Frank, Silverman, Edwin K., Strachan, David P., Walters, Robin G., Morris, Andrew P., London, Stephanie J., Cho, Michael H., Wain, Louise V., Hall, Ian P., and Tobin, Martin D.

Published
2023
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10. Author Correction: Multi-ancestry genome-wide association analyses improve resolution of genes and pathways influencing lung function and chronic obstructive pulmonary disease risk

Author

Shrine, Nick, Izquierdo, Abril G., Chen, Jing, Packer, Richard, Hall, Robert J., Guyatt, Anna L., Batini, Chiara, Thompson, Rebecca J., Pavuluri, Chandan, Malik, Vidhi, Hobbs, Brian D., Moll, Matthew, Kim, Wonji, Tal-Singer, Ruth, Bakke, Per, Fawcett, Katherine A., John, Catherine, Coley, Kayesha, Piga, Noemi Nicole, Pozarickij, Alfred, Lin, Kuang, Millwood, Iona Y., Chen, Zhengming, Li, Liming, Wijnant, Sara R. A., Lahousse, Lies, Brusselle, Guy, Uitterlinden, Andre G., Manichaikul, Ani, Oelsner, Elizabeth C., Rich, Stephen S., Barr, R. Graham, Kerr, Shona M., Vitart, Veronique, Brown, Michael R., Wielscher, Matthias, Imboden, Medea, Jeong, Ayoung, Bartz, Traci M., Gharib, Sina A., Flexeder, Claudia, Karrasch, Stefan, Gieger, Christian, Peters, Annette, Stubbe, Beate, Hu, Xiaowei, Ortega, Victor E., Meyers, Deborah A., Bleecker, Eugene R., Gabriel, Stacey B., Gupta, Namrata, Smith, Albert Vernon, Luan, Jian’an, Zhao, Jing-Hua, Hansen, Ailin F., Langhammer, Arnulf, Willer, Cristen, Bhatta, Laxmi, Porteous, David, Smith, Blair H., Campbell, Archie, Sofer, Tamar, Lee, Jiwon, Daviglus, Martha L., Yu, Bing, Lim, Elise, Xu, Hanfei, O’Connor, George T., Thareja, Gaurav, Albagha, Omar M. E., Suhre, Karsten, Granell, Raquel, Faquih, Tariq O., Hiemstra, Pieter S., Slats, Annelies M., Mullin, Benjamin H., Hui, Jennie, James, Alan, Beilby, John, Patasova, Karina, Hysi, Pirro, Koskela, Jukka T., Wyss, Annah B., Jin, Jianping, Sikdar, Sinjini, Lee, Mikyeong, May-Wilson, Sebastian, Pirastu, Nicola, Kentistou, Katherine A., Joshi, Peter K., Timmers, Paul R. H. J., Williams, Alexander T., Free, Robert C., Wang, Xueyang, Morrison, John L., Gilliland, Frank D., Chen, Zhanghua, Wang, Carol A., Foong, Rachel E., Harris, Sarah E., Taylor, Adele, Redmond, Paul, Cook, James P., Mahajan, Anubha, Lind, Lars, Palviainen, Teemu, Lehtimäki, Terho, Raitakari, Olli T., Kaprio, Jaakko, Rantanen, Taina, Pietiläinen, Kirsi H., Cox, Simon R., Pennell, Craig E., Hall, Graham L., Gauderman, W. James, Brightling, Chris, Wilson, James F., Vasankari, Tuula, Laitinen, Tarja, Salomaa, Veikko, Mook-Kanamori, Dennis O., Timpson, Nicholas J., Zeggini, Eleftheria, Dupuis, Josée, Hayward, Caroline, Brumpton, Ben, Langenberg, Claudia, Weiss, Stefan, Homuth, Georg, Schmidt, Carsten Oliver, Probst-Hensch, Nicole, Jarvelin, Marjo-Riitta, Morrison, Alanna C., Polasek, Ozren, Rudan, Igor, Lee, Joo-Hyeon, Sayers, Ian, Rawlins, Emma L., Dudbridge, Frank, Silverman, Edwin K., Strachan, David P., Walters, Robin G., Morris, Andrew P., London, Stephanie J., Cho, Michael H., Wain, Louise V., Hall, Ian P., and Tobin, Martin D.

Published
2023
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11. Age-of-onset information helps identify 76 genetic variants associated with allergic disease.

Author

Ferreira, Manuel AR, Vonk, Judith M, Baurecht, Hansjörg, Marenholz, Ingo, Tian, Chao, Hoffman, Joshua D, Helmer, Quinta, Tillander, Annika, Ullemar, Vilhelmina, Lu, Yi, Grosche, Sarah, Rüschendorf, Franz, Granell, Raquel, Brumpton, Ben M, Fritsche, Lars G, Bhatta, Laxmi, Gabrielsen, Maiken E, Nielsen, Jonas B, Zhou, Wei, Hveem, Kristian, Langhammer, Arnulf, Holmen, Oddgeir L, Løset, Mari, Abecasis, Gonçalo R, Willer, Cristen J, Emami, Nima C, Cavazos, Taylor B, Witte, John S, Szwajda, Agnieszka, 23andMe Research Team, collaborators of the SHARE study, Hinds, David A, Hübner, Norbert, Weidinger, Stephan, Magnusson, Patrik Ke, Jorgenson, Eric, Karlsson, Robert, Paternoster, Lavinia, Boomsma, Dorret I, Almqvist, Catarina, Lee, Young-Ae, and Koppelman, Gerard H

Subjects
23andMe Research Team, collaborators of the SHARE study, Humans, Asthma, Eczema, Age of Onset, Polymorphism, Single Nucleotide, Adolescent, Adult, Aged, Middle Aged, Child, Female, Rhinitis, Allergic, Seasonal, Male, Genome-Wide Association Study, Genetic Loci, Polymorphism, Single Nucleotide, Rhinitis, Allergic, Seasonal, Developmental Biology, Genetics
Abstract

Risk factors that contribute to inter-individual differences in the age-of-onset of allergic diseases are poorly understood. The aim of this study was to identify genetic risk variants associated with the age at which symptoms of allergic disease first develop, considering information from asthma, hay fever and eczema. Self-reported age-of-onset information was available for 117,130 genotyped individuals of European ancestry from the UK Biobank study. For each individual, we identified the earliest age at which asthma, hay fever and/or eczema was first diagnosed and performed a genome-wide association study (GWAS) of this combined age-of-onset phenotype. We identified 50 variants with a significant independent association (P

Published
2020

12. Global Biobank analyses provide lessons for developing polygenic risk scores across diverse cohorts

Author

Zhou, Wei, Kanai, Masahiro, Wu, Kuan-Han H., Rasheed, Humaira, Tsuo, Kristin, Hirbo, Jibril B., Wang, Ying, Bhattacharya, Arjun, Zhao, Huiling, Namba, Shinichi, Surakka, Ida, Wolford, Brooke N., Lo Faro, Valeria, Lopera-Maya, Esteban A., Läll, Kristi, Favé, Marie-Julie, Chapman, Sinéad B., Karjalainen, Juha, Kurki, Mitja, Mutaamba, Maasha, Partanen, Juulia J., Brumpton, Ben M., Chavan, Sameer, Chen, Tzu-Ting, Daya, Michelle, Ding, Yi, Feng, Yen-Chen A., Gignoux, Christopher R., Graham, Sarah E., Hornsby, Whitney E., Ingold, Nathan, Johnson, Ruth, Laisk, Triin, Lin, Kuang, Lv, Jun, Millwood, Iona Y., Palta, Priit, Pandit, Anita, Preuss, Michael H., Thorsteinsdottir, Unnur, Uzunovic, Jasmina, Zawistowski, Matthew, Zhong, Xue, Campbell, Archie, Crooks, Kristy, de Bock, Geertruida H., Douville, Nicholas J., Finer, Sarah, Fritsche, Lars G., Griffiths, Christopher J., Guo, Yu, Hunt, Karen A., Konuma, Takahiro, Marioni, Riccardo E., Nomdo, Jansonius, Patil, Snehal, Rafaels, Nicholas, Richmond, Anne, Shortt, Jonathan A., Straub, Peter, Tao, Ran, Vanderwerff, Brett, Barnes, Kathleen C., Boezen, Marike, Chen, Zhengming, Chen, Chia-Yen, Cho, Judy, Smith, George Davey, Finucane, Hilary K., Franke, Lude, Gamazon, Eric R., Ganna, Andrea, Gaunt, Tom R., Ge, Tian, Huang, Hailiang, Huffman, Jennifer, Koskela, Jukka T., Lajonchere, Clara, Law, Matthew H., Li, Liming, Lindgren, Cecilia M., Loos, Ruth J.F., MacGregor, Stuart, Matsuda, Koichi, Olsen, Catherine M., Porteous, David J., Shavit, Jordan A., Snieder, Harold, Trembath, Richard C., Vonk, Judith M., Whiteman, David, Wicks, Stephen J., Wijmenga, Cisca, Wright, John, Zheng, Jie, Zhou, Xiang, Awadalla, Philip, Boehnke, Michael, Cox, Nancy J., Geschwind, Daniel H., Hayward, Caroline, Hveem, Kristian, Kenny, Eimear E., Lin, Yen-Feng, Mägi, Reedik, Martin, Hilary C., Medland, Sarah E., Okada, Yukinori, Palotie, Aarno V., Pasaniuc, Bogdan, Sanna, Serena, Smoller, Jordan W., Stefansson, Kari, van Heel, David A., Walters, Robin G., Zöllner, Sebastian, Martin, Alicia R., Willer, Cristen J., Daly, Mark J., Neale, Benjamin M., Lopera, Esteban, Kerminen, Sini, Wu, Kuan-Han, Bhatta, Laxmi, Brumpton, Ben, Deelen, Patrick, Murakami, Yoshinori, Willer, Cristen, and Hirbo, Jibril

Published
2023
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14. The HUNT study: A population-based cohort for genetic research

Author

Brumpton, Ben M., Graham, Sarah, Surakka, Ida, Skogholt, Anne Heidi, Løset, Mari, Fritsche, Lars G., Wolford, Brooke, Zhou, Wei, Nielsen, Jonas Bille, Holmen, Oddgeir L., Gabrielsen, Maiken E., Thomas, Laurent, Bhatta, Laxmi, Rasheed, Humaira, Zhang, He, Kang, Hyun Min, Hornsby, Whitney, Moksnes, Marta Riise, Coward, Eivind, Melbye, Mads, Giskeødegård, Guro F., Fenstad, Jørn, Krokstad, Steinar, Næss, Marit, Langhammer, Arnulf, Boehnke, Michael, Abecasis, Gonçalo R., Åsvold, Bjørn Olav, Hveem, Kristian, and Willer, Cristen J.

Published
2022
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17. Level of Education Modifies Asthma Mortality in Norway and Sweden. The Nordic EpiLung Study

Author

Backman, Helena, primary, Bhatta, Laxmi, additional, Hedman, Linnea, additional, Brumpton, Ben, additional, Vähätalo, Iida, additional, Lassmann-Klee, Paul, additional, Nwaru, Bright, additional, Ekerljung, Linda, additional, Krokstad, Steinar, additional, Aalberg Vikjord, Sigrid Anna, additional, Lindberg, Anne, additional, Kankaanranta, Hannu, additional, Rönmark, Eva, additional, and Langhammer, Arnulf, additional

Published
2024
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19. Level of education modifies asthma mortality in Norway and Sweden. The Nordic EpiLung study

Author

Backman, Helena, Bhatta, Laxmi, Hedman, Linnea, Brumpton, Ben, Vähätalo, Iida, Lassmann-Klee, Paul G., Nwaru, Bright I., Ekerljung, Linda, Krokstad, Steinar, Vikjord, Sigrid Anna Aalberg, Lindberg, Anne, Kankaanranta, Hannu, Rönmark, Eva, Langhammer, Arnulf, Backman, Helena, Bhatta, Laxmi, Hedman, Linnea, Brumpton, Ben, Vähätalo, Iida, Lassmann-Klee, Paul G., Nwaru, Bright I., Ekerljung, Linda, Krokstad, Steinar, Vikjord, Sigrid Anna Aalberg, Lindberg, Anne, Kankaanranta, Hannu, Rönmark, Eva, and Langhammer, Arnulf

Abstract

Background and Aim: The relationship between socioeconomic status (SES), asthma and mortality is complex and multifaceted, and it is not established if educational level modifies the association between asthma and mortality. The aim was to study the association between asthma and mortality in Sweden and Norway and to what extent educational level modifies this association. Participants and Methods: Within the Nordic EpiLung Study, >56,000 individuals aged 30–69 years participated in population-based surveys on asthma and associated risk factors in Sweden and Norway during 2005–2007. Data on educational level and 10-year all-cause mortality were linked by national authorities. The fraction of mortality risk attributable to asthma was calculated, and Cox regression was used to estimate hazard ratios (HR) and 95% confidence intervals (95% CI) for mortality related to asthma, stratified by educational level. Results: In total, 5.5% of all deaths was attributed to asthma. When adjusted for potential confounders, the HR for mortality related to asthma was 1.71 (95% CI 1.52–1.93). Those with primary level of education had higher hazard of all-cause death related to asthma than those with tertiary level (HR 1.80, 95% CI 1.48–2.18, vs HR 1.39, 95% CI 0.99–1.95). Conclusion: Asthma was associated with an overall 71% increased all-cause mortality and 5.5% of deaths can be attributed to asthma. Educational levels modified the risk of mortality associated with asthma, with the highest risk among those with primary education.

Published
2024
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20. Level of Education Modifies Asthma Mortality in Norway and Sweden. The Nordic EpiLung Study

Author

Backman,Helena, Bhatta,Laxmi, Hedman,Linnea, Brumpton,Ben, Vähätalo,Iida, Lassmann-Klee,Paul, Nwaru,Bright, Ekerljung,Linda, Krokstad,Steinar, Aalberg Vikjord,Sigrid Anna, Lindberg,Anne, Kankaanranta,Hannu, Rönmark,Eva, Langhammer,Arnulf, Backman,Helena, Bhatta,Laxmi, Hedman,Linnea, Brumpton,Ben, Vähätalo,Iida, Lassmann-Klee,Paul, Nwaru,Bright, Ekerljung,Linda, Krokstad,Steinar, Aalberg Vikjord,Sigrid Anna, Lindberg,Anne, Kankaanranta,Hannu, Rönmark,Eva, and Langhammer,Arnulf

Abstract

Helena Backman,1,* Laxmi Bhatta,2,3,* Linnea Hedman,1 Ben Brumpton,2 Iida Vähätalo,4,5 Paul G Lassmann-Klee,6 Bright I Nwaru,7 Linda Ekerljung,7 Steinar Krokstad,8,9 Sigrid Anna Aalberg Vikjord,2 Anne Lindberg,10 Hannu Kankaanranta,7 Eva Rönmark,1,* Arnulf Langhammer8,* 1Section of Sustainable Health/ the OLIN Unit, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden; 2K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology NTNU, Trondheim, Norway; 3Division of Mental Health Care, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway; 4Department of Respiratory Medicine, Seinäjoki Central Hospital, Seinäjoki, Finland; 5Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; 6Clinical Physiology and Nuclear Medicine Unit, Helsinki University Hospital’s Diagnostic Center and University of Helsinki, Helsinki, Finland; 7Krefting Research Centre, Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; 8HUNT Research Centre, Department of Public Health and Nursing, NTNU, Norwegian University of Science and Technology, Levanger, Norway; 9Nord-Trøndelag Hospital Trust, Levanger Hospital, Levanger, Norway; 10Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden*These authors contributed equally to this workCorrespondence: Helena Backman, Email helena.backman@norrbotten.seBackground and Aim: The relationship between socioeconomic status (SES), asthma and mortality is complex and multifaceted, and it is not established if educational level modifies the association between asthma and mortality. The aim was to study the association between asthma and mortality in Sweden and Norway and to what extent educational level modifies thi

Published
2024

22. Associations between common genetic variants and income provide insights about the socioeconomic health gradient

Author

Kweon, Hyeokmoon, primary, Burik, Casper A.P., additional, Ning, Yuchen, additional, Ahlskog, Rafael, additional, Xia, Charley, additional, Abner, Erik, additional, Bao, Yanchun, additional, Bhatta, Laxmi, additional, Faquih, Tariq O., additional, de Feijter, Maud, additional, Fisher, Paul, additional, Gelemanović, Andrea, additional, Giannelis, Alexandros, additional, Hottenga, Jouke-Jan, additional, Khalili, Bita, additional, Lee, Yunsung, additional, Li-Gao, Ruifang, additional, Masso, Jaan, additional, Myhre, Ronny, additional, Palviainen, Teemu, additional, Rietveld, Cornelius A., additional, Teumer, Alexander, additional, Verweij, Renske M., additional, Willoughby, Emily A., additional, Agerbo, Esben, additional, Bergmann, Sven, additional, Boomsma, Dorret I., additional, Børglum, Anders D., additional, Brumpton, Ben M., additional, Davies, Neil Martin, additional, Esko, Tõnu, additional, Gordon, Scott D., additional, Homuth, Georg, additional, Ikram, M. Arfan, additional, Johannesson, Magnus, additional, Kaprio, Jaakko, additional, Kidd, Michael P., additional, Kutalik, Zoltán, additional, Kwong, Alex S.F., additional, Lee, James J., additional, Luik, Annemarie I., additional, Magnus, Per, additional, Marques-Vidal, Pedro, additional, Martin, Nicholas G., additional, Mook-Kanamori, Dennis O., additional, Mortensen, Preben Bo, additional, Oskarsson, Sven, additional, Pedersen, Emil M., additional, Polašek, Ozren, additional, Rosendaal, Frits R., additional, Smart, Melissa C., additional, Snieder, Harold, additional, van der Most, Peter J., additional, Vollenweider, Peter, additional, Völzke, Henry, additional, Willemsen, Gonneke, additional, Beauchamp, Jonathan P., additional, DiPrete, Thomas A., additional, Linnér, Richard Karlsson, additional, Lu, Qiongshi, additional, Morris, Tim T., additional, Okbay, Aysu, additional, Harden, K. Paige, additional, Abdellaoui, Abdel, additional, Hill, W. David, additional, de Vlaming, Ronald, additional, Benjamin, Daniel J., additional, and Koellinger, Philipp D., additional

Published
2024
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28. Association of a polygenic risk score for chronic obstructive pulmonary disease with lung function across the lifespan

Author

Hernandez-Pacheco, Natalia, primary, Kilanowski, Anna, additional, Kumar, Ashish, additional, Curtin, John A, additional, Olvera, Núria, additional, Kress, Sara, additional, Bertels, Xanders, additional, Lahousse, Lies, additional, Bhatta, Laxmi, additional, Granell, Raquel, additional, Marí, Sergi, additional, Bilbao, Jose R, additional, Sun, Yidan, additional, Karramass, Tarik, additional, Kebede Merid, Simon, additional, Wang, Gang, additional, Hallberg, Jenny, additional, Casas, Maribel, additional, Garcia-Aymerich, Judith, additional, Bustamante, Mariona, additional, Pershagen, Göran, additional, Georgelis, Antonios, additional, Lowe, Lesley, additional, Simpson, Angela, additional, Gehring, Ulrike, additional, Vermeulen, Roel Ch, additional, Sigsgaard, Torben, additional, Schlünssen, Vivi, additional, Roberts, Graham, additional, Bergström, Anna, additional, Vonk, Judith M, additional, Felix, Janine, additional, Duijts, Liesbeth, additional, Timpson, Nic, additional, Brusselle, Guy, additional, Brumpton, Ben, additional, Langhammer, Arnulf, additional, Turner, Stephen, additional, Holloway, John W, additional, Arshad, Syed Hasan, additional, Custovic, Adnan, additional, Cullinan, Paul, additional, Murray, Clare S, additional, Van Den Berge, Maarten, additional, Kull, Inger, additional, Schikowski, Tamara, additional, Wedzicha, Jadwiga A, additional, Koppelman, Gerard, additional, Faner, Rosa, additional, Agustí, Àlvar, additional, Standl, Marie, additional, Melén, Erik, additional, and N Behalf Of The Ers Cadset Clinical Research, O, additional

Published
2023
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38. Ecosystem Services Approach: Critical for Community Livelihoods

Author

Bhatta, Laxmi Dutt, Rai, Rajesh Kumar, Bhatta, Bal Ram, Devkota, Naba Raj, Bhatta, Laxmi Dutt, Rai, Rajesh Kumar, Bhatta, Bal Ram, and Devkota, Naba Raj

Abstract

Ecosystem services that nature provides are of great concerns to human being for their livelihoods and well-being. However, anthropogenic and climatic stressors are posing great threat to these common goods and services, where unstainable harvesting is considered as one of the key drivers. With primary research in mid hills of Nepal, this article examines the importance of local ownerships and incentive mechanism to ensure sustainable supply of ecosystem services (ES) to communities with its national importance. This article argues that the ES approach ensuring local ownerships and incentive mechanism is a promising one of the possible instruments to manage CGSs in Nepal and in Himalayas. If designed and implemented appropriately, this will achieve both purposes of enhancing local livelihoods and reducing negative impacts on common and ensure conservation ethics.

Published
2023

39. Global Biobank analyses provide lessons for developing polygenic risk scores across diverse cohorts

Author

Wang, Ying, Namba, Shinichi, Lopera, Esteban, Kerminen, Sini, Tsuo, Kristin, Läll, Kristi, Kanai, Masahiro, Zhou, Wei, Wu, Kuan-Han, Favé, Marie-Julie, Bhatta, Laxmi, Awadalla, Philip, Brumpton, Ben, Deelen, Patrick, Hveem, Kristian, Lo Faro, Valeria, Mägi, Reedik, Murakami, Yoshinori, Sanna, Serena, Smoller, Jordan W., Uzunovic, Jasmina, Wolford, Brooke N., Willer, Cristen, Gamazon, Eric R., Cox, Nancy J., Surakka, Ida, Okada, Yukinori, Martin, Alicia R., Hirbo, Jibril, Wang, Ying, Namba, Shinichi, Lopera, Esteban, Kerminen, Sini, Tsuo, Kristin, Läll, Kristi, Kanai, Masahiro, Zhou, Wei, Wu, Kuan-Han, Favé, Marie-Julie, Bhatta, Laxmi, Awadalla, Philip, Brumpton, Ben, Deelen, Patrick, Hveem, Kristian, Lo Faro, Valeria, Mägi, Reedik, Murakami, Yoshinori, Sanna, Serena, Smoller, Jordan W., Uzunovic, Jasmina, Wolford, Brooke N., Willer, Cristen, Gamazon, Eric R., Cox, Nancy J., Surakka, Ida, Okada, Yukinori, Martin, Alicia R., and Hirbo, Jibril

Abstract

Polygenic risk scores (PRSs) have been widely explored in precision medicine. However, few studies have thoroughly investigated their best practices in global populations across different diseases. We here utilized data from Global Biobank Meta-analysis Initiative (GBMI) to explore methodological considerations and PRS performance in 9 different biobanks for 14 disease endpoints. Specifically, we constructed PRSs using pruning and thresholding (P + T) and PRS-continuous shrinkage (CS). For both methods, using a European-based linkage disequilibrium (LD) reference panel resulted in comparable or higher prediction accuracy compared with several other non-European-based panels. PRS-CS overall outperformed the classic P + T method, especially for endpoints with higher SNP-based heritability. Notably, prediction accuracy is heterogeneous across endpoints, biobanks, and ancestries, especially for asthma, which has known variation in disease prevalence across populations. Overall, we provide lessons for PRS construction, evaluation, and interpretation using GBMI resources and highlight the importance of best practices for PRS in the biobank-scale genomics era.

Published
2023
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40. Polygenic prediction of preeclampsia and gestational hypertension

Author

Honigberg, Michael C., Truong, Buu, Khan, Raiyan R., Xiao, Brenda, Bhatta, Laxmi, Vy, Ha My T., Guerrero, Rafael F., Schuermans, Art, Selvaraj, Margaret Sunitha, Patel, Aniruddh P., Koyama, Satoshi, Cho, So Mi Jemma, Vellarikkal, Shamsudheen Karuthedath, Trinder, Mark, Urbut, Sarah M., Gray, Kathryn J., Brumpton, Ben M., Patil, Snehal, Zöllner, Sebastian, Antopia, Mariah C., Saxena, Richa, Nadkarni, Girish N., Do, Ron, Yan, Qi, Pe’er, Itsik, Verma, Shefali Setia, Gupta, Rajat M., Haas, David M., Martin, Hilary C., van Heel, David A., Laisk, Triin, and Natarajan, Pradeep

Abstract

Preeclampsia and gestational hypertension are common pregnancy complications associated with adverse maternal and child outcomes. Current tools for prediction, prevention and treatment are limited. Here we tested the association of maternal DNA sequence variants with preeclampsia in 20,064 cases and 703,117 control individuals and with gestational hypertension in 11,027 cases and 412,788 control individuals across discovery and follow-up cohorts using multi-ancestry meta-analysis. Altogether, we identified 18 independent loci associated with preeclampsia/eclampsia and/or gestational hypertension, 12 of which are new (for example, MTHFR–CLCN6, WNT3A, NPR3, PGRand RGL3), including two loci (PLCE1and FURIN) identified in the multitrait analysis. Identified loci highlight the role of natriuretic peptide signaling, angiogenesis, renal glomerular function, trophoblast development and immune dysregulation. We derived genome-wide polygenic risk scores that predicted preeclampsia/eclampsia and gestational hypertension in external cohorts, independent of clinical risk factors, and reclassified eligibility for low-dose aspirin to prevent preeclampsia. Collectively, these findings provide mechanistic insights into the hypertensive disorders of pregnancy and have the potential to advance pregnancy risk stratification.

Published
2024
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41. Global Biobank analyses provide lessons for developing polygenic risk scores across diverse cohorts

Author

Wang, Ying, primary, Namba, Shinichi, additional, Lopera, Esteban, additional, Kerminen, Sini, additional, Tsuo, Kristin, additional, Läll, Kristi, additional, Kanai, Masahiro, additional, Zhou, Wei, additional, Wu, Kuan-Han, additional, Favé, Marie-Julie, additional, Bhatta, Laxmi, additional, Awadalla, Philip, additional, Brumpton, Ben, additional, Deelen, Patrick, additional, Hveem, Kristian, additional, Lo Faro, Valeria, additional, Mägi, Reedik, additional, Murakami, Yoshinori, additional, Sanna, Serena, additional, Smoller, Jordan W., additional, Uzunovic, Jasmina, additional, Wolford, Brooke N., additional, Willer, Cristen, additional, Gamazon, Eric R., additional, Cox, Nancy J., additional, Surakka, Ida, additional, Okada, Yukinori, additional, Martin, Alicia R., additional, Hirbo, Jibril, additional, Wu, Kuan-Han H., additional, Rasheed, Humaira, additional, Hirbo, Jibril B., additional, Wang, Ying, additional, Bhattacharya, Arjun, additional, Zhao, Huiling, additional, Lopera-Maya, Esteban A., additional, Chapman, Sinéad B., additional, Karjalainen, Juha, additional, Kurki, Mitja, additional, Mutaamba, Maasha, additional, Partanen, Juulia J., additional, Brumpton, Ben M., additional, Chavan, Sameer, additional, Chen, Tzu-Ting, additional, Daya, Michelle, additional, Ding, Yi, additional, Feng, Yen-Chen A., additional, Gignoux, Christopher R., additional, Graham, Sarah E., additional, Hornsby, Whitney E., additional, Ingold, Nathan, additional, Johnson, Ruth, additional, Laisk, Triin, additional, Lin, Kuang, additional, Lv, Jun, additional, Millwood, Iona Y., additional, Palta, Priit, additional, Pandit, Anita, additional, Preuss, Michael H., additional, Thorsteinsdottir, Unnur, additional, Zawistowski, Matthew, additional, Zhong, Xue, additional, Campbell, Archie, additional, Crooks, Kristy, additional, de Bock, Geertruida H., additional, Douville, Nicholas J., additional, Finer, Sarah, additional, Fritsche, Lars G., additional, Griffiths, Christopher J., additional, Guo, Yu, additional, Hunt, Karen A., additional, Konuma, Takahiro, additional, Marioni, Riccardo E., additional, Nomdo, Jansonius, additional, Patil, Snehal, additional, Rafaels, Nicholas, additional, Richmond, Anne, additional, Shortt, Jonathan A., additional, Straub, Peter, additional, Tao, Ran, additional, Vanderwerff, Brett, additional, Barnes, Kathleen C., additional, Boezen, Marike, additional, Chen, Zhengming, additional, Chen, Chia-Yen, additional, Cho, Judy, additional, Smith, George Davey, additional, Finucane, Hilary K., additional, Franke, Lude, additional, Ganna, Andrea, additional, Gaunt, Tom R., additional, Ge, Tian, additional, Huang, Hailiang, additional, Huffman, Jennifer, additional, Koskela, Jukka T., additional, Lajonchere, Clara, additional, Law, Matthew H., additional, Li, Liming, additional, Lindgren, Cecilia M., additional, Loos, Ruth J.F., additional, MacGregor, Stuart, additional, Matsuda, Koichi, additional, Olsen, Catherine M., additional, Porteous, David J., additional, Shavit, Jordan A., additional, Snieder, Harold, additional, Trembath, Richard C., additional, Vonk, Judith M., additional, Whiteman, David, additional, Wicks, Stephen J., additional, Wijmenga, Cisca, additional, Wright, John, additional, Zheng, Jie, additional, Zhou, Xiang, additional, Boehnke, Michael, additional, Geschwind, Daniel H., additional, Hayward, Caroline, additional, Kenny, Eimear E., additional, Lin, Yen-Feng, additional, Martin, Hilary C., additional, Medland, Sarah E., additional, Palotie, Aarno V., additional, Pasaniuc, Bogdan, additional, Stefansson, Kari, additional, van Heel, David A., additional, Walters, Robin G., additional, Zöllner, Sebastian, additional, Willer, Cristen J., additional, Daly, Mark J., additional, and Neale, Benjamin M., additional

Published
2023
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46. Trans-ancestry meta-analysis improves performance of genetic scores for multiple adiposity-related traits in East Asian populations

Author

Walters, Robin, primary, Fairhurst-Hunter, Zammy, additional, Lin, Kuang, additional, Millwood, Iona, additional, Pozarickij, Alfred, additional, Chen, Tzu-Ting, additional, Torres, Jason M., additional, Luan, Jian'an, additional, Kartsonaki, Christiana, additional, Gan, Wei, additional, Mahajan, Anubha, additional, Du, Huaidong, additional, Sohoni, Rajani, additional, Guo, Yu, additional, Sansome, Sam, additional, Yang, Ling, additional, Yu, Canqing, additional, Chen, Yiping, additional, Lv, Jun, additional, Hemani, Gibran, additional, Koido, Masaru, additional, Kamatani, Yoichiro, additional, Spracklen, Cassandra, additional, Gordon-Larsen, Penny, additional, Koprulu, Mine, additional, Meng, Xiangrui, additional, Kuchenbaecker, Karoline, additional, Fatumo, Segun, additional, Bhatta, Laxmi, additional, Brumpton, Ben, additional, Alegre-Diaz, Jesus, additional, Kuri-Morales, Pablo, additional, Tapia-Conyer, Roberto, additional, Graham, Sarah, additional, Willer, Cristen, additional, Neville, Matthew, additional, Karpe, Fredrik, additional, Graff, Mariaelisa, additional, North, Kari, additional, Loos, Ruth, additional, Haiman, Christopher, additional, Peters, Ulrike, additional, Buyske, Steven, additional, Gignoux, Christopher, additional, Wojcik, Genevieve, additional, Lin, Yen-Feng, additional, Li, Liming, additional, McCarthy, Mark, additional, Chen, Zhengming, additional, and Holmes, Michael, additional

Published
2022
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47. Trans-ancestry meta-analysis improves performance of genetic scores for multiple adiposity-related traits in East Asian populations

Author

Fairhurst-Hunter, Zammy, primary, Lin, Kuang, additional, Millwood, Iona Y, additional, Pozarickij, Alfred, additional, Chen, Tzu-Ting, additional, Torres, Jason M, additional, Luan, Jian-an, additional, Kartsonaki, Christiana, additional, Gan, Wei, additional, Mahajan, Anubha, additional, Du, Huaidong, additional, Sohoni, Rajani, additional, Guo, Yu, additional, Sansome, Sam, additional, Yang, Ling, additional, Yu, Canqing, additional, Chen, Yiping, additional, Lv, Jun, additional, Hemani, Gibran, additional, Koido, Masaru, additional, Kamatani, Yoichiro, additional, Spracklen, Cassandra N, additional, Gordon-Larsen, Penny, additional, Koprulu, Mine, additional, Meng, Xiangrui, additional, Kuchenbaecker, Karoline, additional, Fatumo, Segun, additional, Bhatta, Laxmi, additional, Brumpton, Ben, additional, Alegre-Diaz, Jesus, additional, Kuri-Morales, Pablo, additional, Tapia-Conyer, Roberto, additional, Graham, Sarah E, additional, Willer, Cristen J, additional, Neville, Matt J, additional, Karpe, Fredrik, additional, Graff, Mariaelisa, additional, North, Kari E., additional, Loos, Ruth J.F., additional, Haiman, Christopher A., additional, Peters, Ulrike, additional, Buskye, Steve, additional, Gignoux, Christopher R., additional, Wojcik, Genevieve, additional, Lin, Yen-Feng, additional, Li, Liming, additional, McCarthy, Mark I, additional, Chen, Zhengming, additional, Holmes, Michael V, additional, and Walters, Robin G, additional

Published
2022
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49. The HUNT study:A population-based cohort for genetic research

Author

Brumpton, Ben M., Graham, Sarah, Surakka, Ida, Skogholt, Anne Heidi, Løset, Mari, Fritsche, Lars G., Wolford, Brooke, Zhou, Wei, Nielsen, Jonas Bille, Holmen, Oddgeir L., Gabrielsen, Maiken E., Thomas, Laurent, Bhatta, Laxmi, Rasheed, Humaira, Zhang, He, Kang, Hyun Min, Hornsby, Whitney, Moksnes, Marta Riise, Coward, Eivind, Melbye, Mads, Giskeødegård, Guro F., Fenstad, Jørn, Krokstad, Steinar, Næss, Marit, Langhammer, Arnulf, Boehnke, Michael, Abecasis, Gonçalo R., Åsvold, Bjørn Olav, Hveem, Kristian, Willer, Cristen J., Brumpton, Ben M., Graham, Sarah, Surakka, Ida, Skogholt, Anne Heidi, Løset, Mari, Fritsche, Lars G., Wolford, Brooke, Zhou, Wei, Nielsen, Jonas Bille, Holmen, Oddgeir L., Gabrielsen, Maiken E., Thomas, Laurent, Bhatta, Laxmi, Rasheed, Humaira, Zhang, He, Kang, Hyun Min, Hornsby, Whitney, Moksnes, Marta Riise, Coward, Eivind, Melbye, Mads, Giskeødegård, Guro F., Fenstad, Jørn, Krokstad, Steinar, Næss, Marit, Langhammer, Arnulf, Boehnke, Michael, Abecasis, Gonçalo R., Åsvold, Bjørn Olav, Hveem, Kristian, and Willer, Cristen J.

Abstract

The Trøndelag Health Study (HUNT) is a population-based cohort of ∼229,000 individuals recruited in four waves beginning in 1984 in Trøndelag County, Norway. Approximately 88,000 of these individuals have available genetic data from array genotyping. HUNT participants were recruited during four community-based recruitment waves and provided information on health-related behaviors, self-reported diagnoses, family history of disease, and underwent physical examinations. Linkage via the Norwegian personal identification number integrates digitized health care information from doctor visits and national health registries including death, cancer and prescription registries. Genome-wide association studies of HUNT participants have provided insights into the mechanism of cardiovascular, metabolic, osteoporotic, and liver-related diseases, among others. Unique features of this cohort that facilitate research include nearly 40 years of longitudinal follow-up in a motivated and well-educated population, family data, comprehensive phenotyping, and broad availability of DNA, RNA, urine, fecal, plasma, and serum samples.

Published
2022

50. Multi-ancestry genome-wide association study improves resolution of genes, pathways and pleiotropy for lung function and chronic obstructive pulmonary disease

Author

Shrine, Nick, primary, Izquierdo, Abril G, additional, Chen, Jing, additional, Packer, Richard, additional, Hall, Robert J, additional, Guyatt, Anna L, additional, Batini, Chiara, additional, Thompson, Rebecca J, additional, Pavuluri, Chandan, additional, Malik, Vidhi, additional, Hobbs, Brian D, additional, Moll, Matthew, additional, Kim, Wonji, additional, Tal-Singer, Ruth, additional, Bakke, Per, additional, Fawcett, Katherine A, additional, John, Catherine, additional, Coley, Kayesha, additional, Piga, Noemi Nicole, additional, Pozarickij, Alfred, additional, Lin, Kuang, additional, Millwood, Iona Y, additional, Chen, Zhengming, additional, Li, Liming, additional, Wielscher, Sara RA, additional, Lahousse, Lies, additional, Brusselle, Guy, additional, Uitterlinden, Andre G, additional, Manichaikul, Ani, additional, Oelsner, Elizabeth C, additional, Rich, Stephen S, additional, Barr, R. Graham, additional, Kerr, Shona M, additional, Vitart, Veronique, additional, Brown, Michael R, additional, Wielscher, Matthias, additional, Imboden, Medea, additional, Jeong, Ayoung, additional, Bartz, Traci M, additional, Gharib, Sina A, additional, Flexeder, Claudia, additional, Karrasch, Stefan, additional, Gieger, Christian, additional, Peters, Annette, additional, Stubbe, Beate, additional, Hu, Xiaowei, additional, Ortega, Victor E, additional, Meyers, Deborah A, additional, Bleecker, Eugene R, additional, Gabriel, Stacey B, additional, Gupta, Namrata, additional, Smith, Albert Vernon, additional, Luan, Jian’an, additional, Zhao, Jing-Hua, additional, Hansen, Ailin F, additional, Langhammer, Arnulf, additional, Willer, Cristen, additional, Bhatta, Laxmi, additional, Porteous, David, additional, Smith, Blair H, additional, Campbell, Archie, additional, Sofer, Tamar, additional, Lee, Jiwon, additional, Daviglus, Martha L, additional, Yu, Bing, additional, Lim, Elise, additional, Xu, Hanfei, additional, O’Connor, George T, additional, Thareja, Gaurav, additional, E., Omar M, additional, Mbarek, Hamdi, additional, Suhre, Karsten, additional, Granell, Raquel, additional, Faquih, Tariq O, additional, Hiemstra, Pieter S, additional, Slats, Annelies M, additional, Mullin, Benjamin H, additional, Hui, Jennie, additional, James, Alan, additional, Beilby, John, additional, Patasova, Karina, additional, Hysi, Pirro, additional, Koskela, Jukka T, additional, Wyss, Annah B, additional, Jin, Jianping, additional, Sikdar, Sinjini, additional, Lee, Mikyeong, additional, May-Wilson, Sebastian, additional, Pirastu, Nicola, additional, Kentistou, Katherine A, additional, Joshi, Peter K, additional, Timmers, Paul RHJ, additional, Williams, Alexander T, additional, Free, Robert C, additional, Wang, Xueyang, additional, Morrison, John L, additional, Gilliland, Frank D, additional, Chen, Zhanghua, additional, Wang, Carol A, additional, Foong, Rachel E, additional, Harris, Sarah E, additional, Taylor, Adele, additional, Redmond, Paul, additional, Cook, James P, additional, Mahajan, Anubha, additional, Lind, Lars, additional, Palviainen, Teemu, additional, Lehtimäki, Terho, additional, Raitakari, Olli T, additional, Kaprio, Jaakko, additional, Rantanen, Taina, additional, Pietiläinen, Kirsi H, additional, Cox, Simon R, additional, Pennell, Craig E, additional, Hall, Graham L, additional, Gauderman, W. James, additional, Brightling, Chris, additional, Wilson, James F, additional, Vasankari, Tuula, additional, Laitinen, Tarja, additional, Salomaa, Veikko, additional, Mook-Kanamori, Dennis O, additional, Timpson, Nicholas J, additional, Zeggini, Eleftheria, additional, Dupuis, Josée, additional, Hayward, Caroline, additional, Brumpton, Ben, additional, Langenberg, Claudia, additional, Weiss, Stefan, additional, Homuth, Georg, additional, Schmidt, Carsten Oliver, additional, Probst-Hensch, Nicole, additional, Jarvelin, Marjo-Riitta, additional, Morrison, Alanna C, additional, Polasek, Ozren, additional, Rudan, Igor, additional, Lee, Joo-Hyeon, additional, Sayers, Ian, additional, Rawlins, Emma L, additional, Dudbridge, Frank, additional, Silverman, Edwin K, additional, Strachan, David P, additional, Walters, Robin G, additional, Morris, Andrew P, additional, London, Stephanie J, additional, Cho, Michael H, additional, Wain, Louise V, additional, Hall, Ian P, additional, and Tobin, Martin D, additional

Published
2022
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