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1. Plasma proteomic associations with genetics and health in the UK Biobank

Author

Sun, Benjamin B., Chiou, Joshua, Traylor, Matthew, Benner, Christian, Hsu, Yi-Hsiang, Richardson, Tom G., Surendran, Praveen, Mahajan, Anubha, Robins, Chloe, Vasquez-Grinnell, Steven G., Hou, Liping, Kvikstad, Erika M., Burren, Oliver S., Davitte, Jonathan, Ferber, Kyle L., Gillies, Christopher E., Hedman, Åsa K., Hu, Sile, Lin, Tinchi, Mikkilineni, Rajesh, Pendergrass, Rion K., Pickering, Corran, Prins, Bram, Baird, Denis, Chen, Chia-Yen, Ward, Lucas D., Deaton, Aimee M., Welsh, Samantha, Willis, Carissa M., Lehner, Nick, Arnold, Matthias, Wörheide, Maria A., Suhre, Karsten, Kastenmüller, Gabi, Sethi, Anurag, Cule, Madeleine, Raj, Anil, Burkitt-Gray, Lucy, Melamud, Eugene, Black, Mary Helen, Fauman, Eric B., Howson, Joanna M. M., Kang, Hyun Min, McCarthy, Mark I., Nioi, Paul, Petrovski, Slavé, Scott, Robert A., Smith, Erin N., Szalma, Sándor, Waterworth, Dawn M., Mitnaul, Lyndon J., Szustakowski, Joseph D., Gibson, Bradford W., Miller, Melissa R., and Whelan, Christopher D.

Published
2023
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2. FinnGen provides genetic insights from a well-phenotyped isolated population

Author

Kurki, Mitja I., Karjalainen, Juha, Palta, Priit, Sipilä, Timo P., Kristiansson, Kati, Donner, Kati M., Reeve, Mary P., Laivuori, Hannele, Aavikko, Mervi, Kaunisto, Mari A., Loukola, Anu, Lahtela, Elisa, Mattsson, Hannele, Laiho, Päivi, Della Briotta Parolo, Pietro, Lehisto, Arto A., Kanai, Masahiro, Mars, Nina, Rämö, Joel, Kiiskinen, Tuomo, Heyne, Henrike O., Veerapen, Kumar, Rüeger, Sina, Lemmelä, Susanna, Zhou, Wei, Ruotsalainen, Sanni, Pärn, Kalle, Hiekkalinna, Tero, Koskelainen, Sami, Paajanen, Teemu, Llorens, Vincent, Gracia-Tabuenca, Javier, Siirtola, Harri, Reis, Kadri, Elnahas, Abdelrahman G., Sun, Benjamin, Foley, Christopher N., Aalto-Setälä, Katriina, Alasoo, Kaur, Arvas, Mikko, Auro, Kirsi, Biswas, Shameek, Bizaki-Vallaskangas, Argyro, Carpen, Olli, Chen, Chia-Yen, Dada, Oluwaseun A., Ding, Zhihao, Ehm, Margaret G., Eklund, Kari, Färkkilä, Martti, Finucane, Hilary, Ganna, Andrea, Ghazal, Awaisa, Graham, Robert R., Green, Eric M., Hakanen, Antti, Hautalahti, Marco, Hedman, Åsa K., Hiltunen, Mikko, Hinttala, Reetta, Hovatta, Iiris, Hu, Xinli, Huertas-Vazquez, Adriana, Huilaja, Laura, Hunkapiller, Julie, Jacob, Howard, Jensen, Jan-Nygaard, Joensuu, Heikki, John, Sally, Julkunen, Valtteri, Jung, Marc, Junttila, Juhani, Kaarniranta, Kai, Kähönen, Mika, Kajanne, Risto, Kallio, Lila, Kälviäinen, Reetta, Kaprio, Jaakko, Kerimov, Nurlan, Kettunen, Johannes, Kilpeläinen, Elina, Kilpi, Terhi, Klinger, Katherine, Kosma, Veli-Matti, Kuopio, Teijo, Kurra, Venla, Laisk, Triin, Laukkanen, Jari, Lawless, Nathan, Liu, Aoxing, Longerich, Simonne, Mägi, Reedik, Mäkelä, Johanna, Mäkitie, Antti, Malarstig, Anders, Mannermaa, Arto, Maranville, Joseph, Matakidou, Athena, Meretoja, Tuomo, Mozaffari, Sahar V., Niemi, Mari E. K., Niemi, Marianna, Niiranen, Teemu, O´Donnell, Christopher J., Obeidat, Ma´en, Okafo, George, Ollila, Hanna M., Palomäki, Antti, Palotie, Tuula, Partanen, Jukka, Paul, Dirk S., Pelkonen, Margit, Pendergrass, Rion K., Petrovski, Slavé, Pitkäranta, Anne, Platt, Adam, Pulford, David, Punkka, Eero, Pussinen, Pirkko, Raghavan, Neha, Rahimov, Fedik, Rajpal, Deepak, Renaud, Nicole A., Riley-Gillis, Bridget, Rodosthenous, Rodosthenis, Saarentaus, Elmo, Salminen, Aino, Salminen, Eveliina, Salomaa, Veikko, Schleutker, Johanna, Serpi, Raisa, Shen, Huei-yi, Siegel, Richard, Silander, Kaisa, Siltanen, Sanna, Soini, Sirpa, Soininen, Hilkka, Sul, Jae Hoon, Tachmazidou, Ioanna, Tasanen, Kaisa, Tienari, Pentti, Toppila-Salmi, Sanna, Tukiainen, Taru, Tuomi, Tiinamaija, Turunen, Joni A., Ulirsch, Jacob C., Vaura, Felix, Virolainen, Petri, Waring, Jeffrey, Waterworth, Dawn, Yang, Robert, Nelis, Mari, Reigo, Anu, Metspalu, Andres, Milani, Lili, Esko, Tõnu, Fox, Caroline, Havulinna, Aki S., Perola, Markus, Ripatti, Samuli, Jalanko, Anu, Laitinen, Tarja, Mäkelä, Tomi P., Plenge, Robert, McCarthy, Mark, Runz, Heiko, Daly, Mark J., and Palotie, Aarno

Published
2023
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3. Author Correction: FinnGen provides genetic insights from a well-phenotyped isolated population

Author

Kurki, Mitja I., Karjalainen, Juha, Palta, Priit, Sipilä, Timo P., Kristiansson, Kati, Donner, Kati M., Reeve, Mary P., Laivuori, Hannele, Aavikko, Mervi, Kaunisto, Mari A., Loukola, Anu, Lahtela, Elisa, Mattsson, Hannele, Laiho, Päivi, Della Briotta Parolo, Pietro, Lehisto, Arto A., Kanai, Masahiro, Mars, Nina, Rämö, Joel, Kiiskinen, Tuomo, Heyne, Henrike O., Veerapen, Kumar, Rüeger, Sina, Lemmelä, Susanna, Zhou, Wei, Ruotsalainen, Sanni, Pärn, Kalle, Hiekkalinna, Tero, Koskelainen, Sami, Paajanen, Teemu, Llorens, Vincent, Gracia-Tabuenca, Javier, Siirtola, Harri, Reis, Kadri, Elnahas, Abdelrahman G., Sun, Benjamin, Foley, Christopher N., Aalto-Setälä, Katriina, Alasoo, Kaur, Arvas, Mikko, Auro, Kirsi, Biswas, Shameek, Bizaki-Vallaskangas, Argyro, Carpen, Olli, Chen, Chia-Yen, Dada, Oluwaseun A., Ding, Zhihao, Ehm, Margaret G., Eklund, Kari, Färkkilä, Martti, Finucane, Hilary, Ganna, Andrea, Ghazal, Awaisa, Graham, Robert R., Green, Eric M., Hakanen, Antti, Hautalahti, Marco, Hedman, Åsa K., Hiltunen, Mikko, Hinttala, Reetta, Hovatta, Iiris, Hu, Xinli, Huertas-Vazquez, Adriana, Huilaja, Laura, Hunkapiller, Julie, Jacob, Howard, Jensen, Jan-Nygaard, Joensuu, Heikki, John, Sally, Julkunen, Valtteri, Jung, Marc, Junttila, Juhani, Kaarniranta, Kai, Kähönen, Mika, Kajanne, Risto, Kallio, Lila, Kälviäinen, Reetta, Kaprio, Jaakko, Kerimov, Nurlan, Kettunen, Johannes, Kilpeläinen, Elina, Kilpi, Terhi, Klinger, Katherine, Kosma, Veli-Matti, Kuopio, Teijo, Kurra, Venla, Laisk, Triin, Laukkanen, Jari, Lawless, Nathan, Liu, Aoxing, Longerich, Simonne, Mägi, Reedik, Mäkelä, Johanna, Mäkitie, Antti, Malarstig, Anders, Mannermaa, Arto, Maranville, Joseph, Matakidou, Athena, Meretoja, Tuomo, Mozaffari, Sahar V., Niemi, Mari E. K., Niemi, Marianna, Niiranen, Teemu, O´Donnell, Christopher J., Obeidat, Ma´en, Okafo, George, Ollila, Hanna M., Palomäki, Antti, Palotie, Tuula, Partanen, Jukka, Paul, Dirk S., Pelkonen, Margit, Pendergrass, Rion K., Petrovski, Slavé, Pitkäranta, Anne, Platt, Adam, Pulford, David, Punkka, Eero, Pussinen, Pirkko, Raghavan, Neha, Rahimov, Fedik, Rajpal, Deepak, Renaud, Nicole A., Riley-Gillis, Bridget, Rodosthenous, Rodosthenis, Saarentaus, Elmo, Salminen, Aino, Salminen, Eveliina, Salomaa, Veikko, Schleutker, Johanna, Serpi, Raisa, Shen, Huei-yi, Siegel, Richard, Silander, Kaisa, Siltanen, Sanna, Soini, Sirpa, Soininen, Hilkka, Sul, Jae Hoon, Tachmazidou, Ioanna, Tasanen, Kaisa, Tienari, Pentti, Toppila-Salmi, Sanna, Tukiainen, Taru, Tuomi, Tiinamaija, Turunen, Joni A., Ulirsch, Jacob C., Vaura, Felix, Virolainen, Petri, Waring, Jeffrey, Waterworth, Dawn, Yang, Robert, Nelis, Mari, Reigo, Anu, Metspalu, Andres, Milani, Lili, Esko, Tõnu, Fox, Caroline, Havulinna, Aki S., Perola, Markus, Ripatti, Samuli, Jalanko, Anu, Laitinen, Tarja, Mäkelä, Tomi P., Plenge, Robert, McCarthy, Mark, Runz, Heiko, Daly, Mark J., and Palotie, Aarno

Published
2023
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4. Multi-ancestry GWAS analysis identifies two novel loci associated with diabetic eye disease and highlights APOL1 as a high risk locus in patients with diabetic macular edema

Author

Stockwell, Amy D., primary, Chang, Michael C., additional, Mahajan, Anubha, additional, Forrest, William, additional, Anegondi, Neha, additional, Pendergrass, Rion K., additional, Selvaraj, Suresh, additional, Reeder, Jens, additional, Wei, Eric, additional, Iglesias, VA, additional, Creps, Natalie M., additional, Macri, Laura, additional, Neeranjan, Andrea N., additional, van der Brug, Marcel P., additional, Scales, Suzie J., additional, McCarthy, Mark I., additional, and Yaspan, Brian L., additional

Published
2023
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5. FinnGen provides genetic insights from a well-phenotyped isolated population

Author

Kurki, Mitja I, Karjalainen, Juha, Palta, Priit, Sipilä, Timo P, Kristiansson, Kati, Donner, Kati M, Reeve, Mary P, Laivuori, Hannele, Aavikko, Mervi, Kaunisto, Mari A, Loukola, Anu, Lahtela, Elisa, Mattsson, Hannele, Laiho, Päivi, Della Briotta Parolo, Pietro, Lehisto, Arto A, Kanai, Masahiro, Mars, Nina, Rämö, Joel, Kiiskinen, Tuomo, Heyne, Henrike O, Veerapen, Kumar, Rüeger, Sina, Lemmelä, Susanna, Zhou, Wei, Ruotsalainen, Sanni, Pärn, Kalle, Hiekkalinna, Tero, Koskelainen, Sami, Paajanen, Teemu, Llorens, Vincent, Gracia-Tabuenca, Javier, Siirtola, Harri, Reis, Kadri, Elnahas, Abdelrahman G, Sun, Benjamin, Foley, Christopher N, Aalto-Setälä, Katriina, Alasoo, Kaur, Arvas, Mikko, Auro, Kirsi, Biswas, Shameek, Bizaki-Vallaskangas, Argyro, Carpen, Olli, Chen, Chia-Yen, Dada, Oluwaseun A, Ding, Zhihao, Ehm, Margaret G, Eklund, Kari, Färkkilä, Martti, Finucane, Hilary, Ganna, Andrea, Ghazal, Awaisa, Graham, Robert R, Green, Eric M, Hakanen, Antti, Hautalahti, Marco, Hedman, Åsa K, Hiltunen, Mikko, Hinttala, Reetta, Hovatta, Iiris, Hu, Xinli, Huertas-Vazquez, Adriana, Huilaja, Laura, Hunkapiller, Julie, Jacob, Howard, Jensen, Jan-Nygaard, Joensuu, Heikki, John, Sally, Julkunen, Valtteri, Jung, Marc, Junttila, Juhani, Kaarniranta, Kai, Kähönen, Mika, Kajanne, Risto, Kallio, Lila, Kälviäinen, Reetta, Kaprio, Jaakko, FinnGen, Kerimov, Nurlan, Kettunen, Johannes, Kilpeläinen, Elina, Kilpi, Terhi, Klinger, Katherine, Kosma, Veli-Matti, Kuopio, Teijo, Kurra, Venla, Laisk, Triin, Laukkanen, Jari, Lawless, Nathan, Liu, Aoxing, Longerich, Simonne, Mägi, Reedik, Mäkelä, Johanna, Mäkitie, Antti, Malarstig, Anders, Mannermaa, Arto, Maranville, Joseph, Matakidou, Athena, Meretoja, Tuomo, Mozaffari, Sahar V, Niemi, Mari EK, Niemi, Marianna, Niiranen, Teemu, O Donnell, Christopher J, Obeidat, Ma En, Okafo, George, Ollila, Hanna M, Palomäki, Antti, Palotie, Tuula, Partanen, Jukka, Paul, Dirk S, Pelkonen, Margit, Pendergrass, Rion K, Petrovski, Slavé, Pitkäranta, Anne, Platt, Adam, Pulford, David, Punkka, Eero, Pussinen, Pirkko, Raghavan, Neha, Rahimov, Fedik, Rajpal, Deepak, Renaud, Nicole A, Riley-Gillis, Bridget, Rodosthenous, Rodosthenis, Saarentaus, Elmo, Salminen, Aino, Salminen, Eveliina, Salomaa, Veikko, Schleutker, Johanna, Serpi, Raisa, Shen, Huei-Yi, Siegel, Richard, Silander, Kaisa, Siltanen, Sanna, Soini, Sirpa, Soininen, Hilkka, Sul, Jae Hoon, Tachmazidou, Ioanna, Tasanen, Kaisa, Tienari, Pentti, Toppila-Salmi, Sanna, Tukiainen, Taru, Tuomi, Tiinamaija, Turunen, Joni A, Ulirsch, Jacob C, Vaura, Felix, Virolainen, Petri, Waring, Jeffrey, Waterworth, Dawn, Yang, Robert, Nelis, Mari, Reigo, Anu, Metspalu, Andres, Milani, Lili, Esko, Tõnu, Fox, Caroline, Havulinna, Aki S, Perola, Markus, Ripatti, Samuli, Jalanko, Anu, Laitinen, Tarja, Mäkelä, Tomi P, Plenge, Robert, McCarthy, Mark, Runz, Heiko, Daly, Mark J, Palotie, Aarno, Palotie, Aarno [0000-0002-2527-5874], and Apollo - University of Cambridge Repository

Subjects
Estonia, 631/208/205/2138, 692/308/2056, 45/43, article, Middle Aged, United Kingdom, White People, 631/208/457/649/2219, Phenotype, Gene Frequency, Meta-Analysis as Topic, 631/208/727/2000, Humans, Disease, Genetic Predisposition to Disease, Finland, Genome-Wide Association Study
Abstract

Population isolates such as those in Finland benefit genetic research because deleterious alleles are often concentrated on a small number of low-frequency variants (0.1% ≤ minor allele frequency < 5%). These variants survived the founding bottleneck rather than being distributed over a large number of ultrarare variants. Although this effect is well established in Mendelian genetics, its value in common disease genetics is less explored1,2. FinnGen aims to study the genome and national health register data of 500,000 Finnish individuals. Given the relatively high median age of participants (63 years) and the substantial fraction of hospital-based recruitment, FinnGen is enriched for disease end points. Here we analyse data from 224,737 participants from FinnGen and study 15 diseases that have previously been investigated in large genome-wide association studies (GWASs). We also include meta-analyses of biobank data from Estonia and the United Kingdom. We identified 30 new associations, primarily low-frequency variants, enriched in the Finnish population. A GWAS of 1,932 diseases also identified 2,733 genome-wide significant associations (893 phenome-wide significant (PWS), P < 2.6 × 10-11) at 2,496 (771 PWS) independent loci with 807 (247 PWS) end points. Among these, fine-mapping implicated 148 (73 PWS) coding variants associated with 83 (42 PWS) end points. Moreover, 91 (47 PWS) had an allele frequency of

Published
2023
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6. FinnGen: Unique genetic insights from combining isolated population and national health register data

Author

Kurki, Mitja I., primary, Karjalainen, Juha, additional, Palta, Priit, additional, Sipilä, Timo P., additional, Kristiansson, Kati, additional, Donner, Kati, additional, Reeve, Mary P., additional, Laivuori, Hannele, additional, Aavikko, Mervi, additional, Kaunisto, Mari A., additional, Loukola, Anu, additional, Lahtela, Elisa, additional, Mattsson, Hannele, additional, Laiho, Päivi, additional, Della Briotta Parolo, Pietro, additional, Lehisto, Arto, additional, Kanai, Masahiro, additional, Mars, Nina, additional, Rämö, Joel, additional, Kiiskinen, Tuomo, additional, Heyne, Henrike O., additional, Veerapen, Kumar, additional, Rüeger, Sina, additional, Lemmelä, Susanna, additional, Zhou, Wei, additional, Ruotsalainen, Sanni, additional, Pärn, Kalle, additional, Hiekkalinna, Tero, additional, Koskelainen, Sami, additional, Paajanen, Teemu, additional, Llorens, Vincent, additional, Gracia-Tabuenca, Javier, additional, Siirtola, Harri, additional, Reis, Kadri, additional, Elnahas, Abdelrahman G., additional, Aalto-Setälä, Katriina, additional, Alasoo, Kaur, additional, Arvas, Mikko, additional, Auro, Kirsi, additional, Biswas, Shameek, additional, Bizaki-Vallaskangas, Argyro, additional, Carpen, Olli, additional, Chen, Chia-Yen, additional, Dada, Oluwaseun A., additional, Ding, Zhihao, additional, Ehm, Margaret G., additional, Eklund, Kari, additional, Färkkilä, Martti, additional, Finucane, Hilary, additional, Ganna, Andrea, additional, Ghazal, Awaisa, additional, Graham, Robert R., additional, Green, Eric, additional, Hakanen, Antti, additional, Hautalahti, Marco, additional, Hedman, Åsa, additional, Hiltunen, Mikko, additional, Hinttala, Reetta, additional, Hovatta, Iiris, additional, Hu, Xinli, additional, Huertas-Vazquez, Adriana, additional, Huilaja, Laura, additional, Hunkapiller, Julie, additional, Jacob, Howard, additional, Jensen, Jan-Nygaard, additional, Joensuu, Heikki, additional, John, Sally, additional, Julkunen, Valtteri, additional, Jung, Marc, additional, Junttila, Juhani, additional, Kaarniranta, Kai, additional, Kähönen, Mika, additional, Kajanne, Risto M., additional, Kallio, Lila, additional, Kälviäinen, Reetta, additional, Kaprio, Jaakko, additional, Kerimov, Nurlan, additional, Kettunen, Johannes, additional, Kilpeläinen, Elina, additional, Kilpi, Terhi, additional, Klinger, Katherine, additional, Kosma, Veli-Matti, additional, Kuopio, Teijo, additional, Kurra, Venla, additional, Laisk, Triin, additional, Laukkanen, Jari, additional, Lawless, Nathan, additional, Liu, Aoxing, additional, Longerich, Simonne, additional, Mägi, Reedik, additional, Mäkelä, Johanna, additional, Mäkitie, Antti, additional, Malarstig, Anders, additional, Mannermaa, Arto, additional, Maranville, Joseph, additional, Matakidou, Athena, additional, Meretoja, Tuomo, additional, Mozaffari, Sahar V., additional, Niemi, Mari EK., additional, Niemi, Marianna, additional, Niiranen, Teemu, additional, O’Donnell, Christopher J., additional, Obeidat, Ma’en, additional, Okafo, George, additional, Ollila, Hanna M., additional, Palomäki, Antti, additional, Palotie, Tuula, additional, Partanen, Jukka, additional, Paul, Dirk S., additional, Pelkonen, Margit, additional, Pendergrass, Rion K., additional, Petrovski, Slavé, additional, Pitkäranta, Anne, additional, Platt, Adam, additional, Pulford, David, additional, Punkka, Eero, additional, Pussinen, Pirkko, additional, Raghavan, Neha, additional, Rahimov, Fedik, additional, Rajpal, Deepak, additional, Renaud, Nicole A., additional, Riley-Gillis, Bridget, additional, Rodosthenous, Rodosthenis, additional, Saarentaus, Elmo, additional, Salminen, Aino, additional, Salminen, Eveliina, additional, Salomaa, Veikko, additional, Schleutker, Johanna, additional, Serpi, Raisa, additional, Shen, Huei-yi, additional, Siegel, Richard, additional, Silander, Kaisa, additional, Siltanen, Sanna, additional, Soini, Sirpa, additional, Soininen, Hilkka, additional, Sul, Jae H., additional, Tachmazidou, Ioanna, additional, Tasanen, Kaisa, additional, Tienari, Pentti, additional, Toppila-Salmi, Sanna, additional, Tukiainen, Taru, additional, Tuomi, Tiinamaija, additional, Turunen, Joni A., additional, Ulirsch, Jacob C., additional, Vaura, Felix, additional, Virolainen, Petri, additional, Waring, Jeffrey, additional, Waterworth, Dawn, additional, Yang, Robert, additional, Nelis, Mari, additional, Reigo, Anu, additional, Metspalu, Andres, additional, Milani, Lili, additional, Esko, Tõnu, additional, Fox, Caroline, additional, Havulinna, Aki S., additional, Perola, Markus, additional, Ripatti, Samuli, additional, Jalanko, Anu, additional, Laitinen, Tarja, additional, Mäkelä, Tomi, additional, Plenge, Robert, additional, McCarthy, Mark, additional, Runz, Heiko, additional, Daly, Mark J., additional, and Palotie, Aarno, additional

Published
2022
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