Population structure in genetic studies: Confounding factors and mixed models. by Jae Hoon Sul, Lana S Martin, Eleazar Eskin

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Building an optimal predictive model for imputing tissue-specific gene expression by combining genotype and whole-blood transcriptome data by Sunwoo Jung, Cue Hyunkyu Lee, Jae Hoon Sul, Buhm Han

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Polygenic risk scores of endo-phenotypes identify the effect of genetic background in congenital heart disease by Sarah J. Spendlove, Leroy Bondhus, Gentian Lluri, Jae Hoon Sul, Valerie A. Arboleda

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Leveraging allelic imbalance to refine fine-mapping for eQTL studies. by Jennifer Zou, Farhad Hormozdiari, Brandon Jew, Stephane E Castel, Tuuli Lappalainen, Jason Ernst, Jae Hoon Sul, Eleazar Eskin

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Accurate estimation of cell composition in bulk expression through robust integration of single-cell information by Brandon Jew, Marcus Alvarez, Elior Rahmani, Zong Miao, Arthur Ko, Kristina M. Garske, Jae Hoon Sul, Kirsi H. Pietiläinen, Päivi Pajukanta, Eran Halperin

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Accurate diagnosis of atopic dermatitis by combining transcriptome and microbiota data with supervised machine learning by Ziyuan Jiang, Jiajin Li, Nahyun Kong, Jeong-Hyun Kim, Bong-Soo Kim, Min-Jung Lee, Yoon Mee Park, So-Yeon Lee, Soo-Jong Hong, Jae Hoon Sul

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A genome-wide association study identifies potential susceptibility loci for Hirschsprung disease. by Jeong-Hyun Kim, Hyun Sub Cheong, Jae Hoon Sul, Jeong-Meen Seo, Dae-Yeon Kim, Jung-Tak Oh, Kwi-Won Park, Hyun-Young Kim, Soo-Min Jung, Kyuwhan Jung, Min Jeng Cho, Joon Seol Bae, Hyoung Doo Shin

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Extracellular vesicles from adipose tissue‐derived stem cells alleviate osteoporosis through osteoprotegerin and miR‐21‐5p by Kyoung Soo Lee, Jeongmi Lee, Hark Kyun Kim, Seung Ho Yeom, Chang Hee Woo, Youn Jae Jung, Ye Eun Yun, So Young Park, Jihoon Han, Eunae Kim, Jae Hoon Sul, Jae Min Jung, Jae Hyung Park, Ji Suk Choi, Yong Woo Cho, Dong‐Gyu Jo

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Engineered small extracellular vesicles displaying ACE2 variants on the surface protect against SARS‐CoV‐2 infection by Hark Kyun Kim, Junhyung Cho, Eunae Kim, Junsik Kim, Jeong‐Sun Yang, Kyung‐Chang Kim, Joo‐Yeon Lee, Younmin Shin, Leon F. Palomera, Jinsu Park, Seung Hyun Baek, Han‐Gyu Bae, Yoonsuk Cho, Jihoon Han, Jae Hoon Sul, Jeongmi Lee, Jae Hyung Park, Yong Woo Cho, Wonsik Lee, Dong‐Gyu Jo

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Author Correction: Leveraging genomic diversity for discovery in an electronic health record linked biobank: the UCLA ATLAS Community Health Initiative by Ruth Johnson, Yi Ding, Vidhya Venkateswaran, Arjun Bhattacharya, Kristin Boulier, Alec Chiu, Sergey Knyazev, Tommer Schwarz, Malika Freund, Lingyu Zhan, Kathryn S. Burch, Christa Caggiano, Brian Hill, Nadav Rakocz, Brunilda Balliu, Christopher T. Denny, Jae Hoon Sul, Noah Zaitlen, Valerie A. Arboleda, Eran Halperin, Sriram Sankararaman, Manish J. Butte, UCLA Precision Health Data Discovery Repository Working Group, UCLA Precision Health ATLAS Working Group, Clara Lajonchere, Daniel H. Geschwind, Bogdan Pasaniuc

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Leveraging genomic diversity for discovery in an electronic health record linked biobank: the UCLA ATLAS Community Health Initiative by Ruth Johnson, Yi Ding, Vidhya Venkateswaran, Arjun Bhattacharya, Kristin Boulier, Alec Chiu, Sergey Knyazev, Tommer Schwarz, Malika Freund, Lingyu Zhan, Kathryn S. Burch, Christa Caggiano, Brian Hill, Nadav Rakocz, Brunilda Balliu, Christopher T. Denny, Jae Hoon Sul, Noah Zaitlen, Valerie A. Arboleda, Eran Halperin, Sriram Sankararaman, Manish J. Butte, UCLA Precision Health Data Discovery Repository Working Group, UCLA Precision Health ATLAS Working Group, Clara Lajonchere, Daniel H. Geschwind, Bogdan Pasaniuc

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Phenome-Wide Association Study of Polygenic Risk Score for Alzheimer’s Disease in Electronic Health Records by Mingzhou Fu, Mingzhou Fu, UCLA Precision Health Data Discovery Repository Working Group, UCLA Precision Health ATLAS Working Group, Timothy S. Chang, Anna L. Antonio, Maryam Ariannejad, Angela M. Badillo, Brunilda Balliu, Yael Berkovich, Michael Broudy, Tony Dang, Chris Denny, Eleazar Eskin, Eran Halperin, Brian L. Hill, Ankur Jain, Vivek Katakwar, Clara Lajonchere, Clara Magyar, Sheila Minton, Ghouse Mohammed, Ariff Muhamed, Pabba Pavan, Michael A. Pfeffer, Nadav Rakocz, Akos Rudas, Rey Salonga, Timothy J. Sanders, Paul Tung, Vu Vu, Ailsa Zheng, Ruth Jhnson, Yi Ding, Alec Chiu, Jae-Hoon Sul, Sriram Sankraraman, Bogdan Pasaniuc

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Synaptic processes and immune-related pathways implicated in Tourette syndrome by Fotis Tsetsos, Dongmei Yu, Jae Hoon Sul, Alden Y. Huang, Cornelia Illmann, Lisa Osiecki, Sabrina M. Darrow, Matthew E. Hirschtritt, Erica Greenberg, Kirsten R. Muller-Vahl, Manfred Stuhrmann, Yves Dion, Guy A. Rouleau, Harald Aschauer, Mara Stamenkovic, Monika Schlögelhofer, Paul Sandor, Cathy L. Barr, Marco A. Grados, Harvey S. Singer, Markus M. Nöthen, Johannes Hebebrand, Anke Hinney, Robert A. King, Thomas V. Fernandez, Csaba Barta, Zsanett Tarnok, Peter Nagy, Christel Depienne, Yulia Worbe, Andreas Hartmann, Cathy L. Budman, Renata Rizzo, Gholson J. Lyon, William M. McMahon, James R. Batterson, Danielle C. Cath, Irene A. Malaty, Michael S. Okun, Cheston Berlin, Douglas W. Woods, Paul C. Lee, Joseph Jankovic, Mary M. Robertson, Donald L. Gilbert, Lawrence W. Brown, Barbara J. Coffey, Andrea Dietrich, Pieter J. Hoekstra, Samuel Kuperman, Samuel H. Zinner, Michael Wagner, James A. Knowles, A. Jeremy Willsey, Jay A. Tischfield, Gary A. Heiman, Nancy J. Cox, Nelson B. Freimer, Benjamin M. Neale, Lea K. Davis, Giovanni Coppola, Carol A. Mathews, Jeremiah M. Scharf, Peristera Paschou, on behalf of the Tourette Association of America International Consortium for Genetics, Cathy L. Barr, James R. Batterson, Cheston Berlin, Cathy L. Budman, Danielle C. Cath, Giovanni Coppola, Nancy J. Cox, Sabrina Darrow, Lea K. Davis, Yves Dion, Nelson B. Freimer, Marco A. Grados, Erica Greenberg, Matthew E. Hirschtritt, Alden Y. Huang, Cornelia Illmann, Robert A. King, Roger Kurlan, James F. Leckman, Gholson J. Lyon, Irene A. Malaty, Carol A. Mathews, William M. McMahon, Benjamin M. Neale, Michael S. Okun, Lisa Osiecki, Mary M. Robertson, Guy A. Rouleau, Paul Sandor, Jeremiah M. Scharf, Harvey S. Singer, Jan H. Smit, Jae Hoon Sul, Dongmei Yu, the Gilles de la Tourette GWAS Replication Initiative, Harald Aschauer Harald Aschauer, Csaba Barta, Cathy L. Budman, Danielle C. Cath, Christel Depienne, Andreas Hartmann, Johannes Hebebrand, Anastasios Konstantinidis, Carol A. Mathews, Kirsten Müller-Vahl, Peter Nagy, Markus M. Nöthen, Peristera Paschou, Renata Rizzo, Guy A. Rouleau, Paul Sandor, Jeremiah M. Scharf, Monika Schlögelhofer, Mara Stamenkovic, Manfred Stuhrmann, Fotis Tsetsos, Zsanett Tarnok, Tomasz Wolanczyk, Yulia Worbe, the Tourette International Collaborative Genetics Study, Lawrence Brown, Keun-Ah Cheon, Barbara J. Coffey, Andrea Dietrich, Thomas V. Fernandez, Blanca Garcia-Delgar, Donald Gilbert, Dorothy E. Grice, Julie Hagstrøm, Tammy Hedderly, Gary A. Heiman, Isobel Heyman, Pieter J. Hoekstra, Chaim Huyser, Young Key Kim, Young-Shin Kim, Robert A. King, Yun-Joo Koh, Sodahm Kook, Samuel Kuperman, Bennett L. Leventhal, Marcos Madruga-Garrido, Pablo Mir, Astrid Morer, Alexander Münchau, Kerstin J. Plessen, Veit Roessner, Eun-Young Shin, Dong-Ho Song, Jungeun Song, Jay A. Tischfield, A. Jeremy Willsey, Samuel Zinner, and the Psychiatric Genomics Consortium Tourette Syndrome Working Group, Harald Aschauer, Cathy L. Barr, Csaba Barta, James R. Batterson, Cheston Berlin, Lawrence Brown, Cathy L. Budman, Danielle C. Cath, Barbara J. Coffey, Giovanni Coppola, Nancy J. Cox, Sabrina Darrow, Lea K. Davis, Christel Depienne, Andrea Dietrich, Yves Dion, Thomas Fernandez, Nelson B. Freimer, Donald Gilbert, Marco A. Grados, Erica Greenberg, Andreas Hartmann, Johannes Hebebrand, Gary Heiman, Matthew E. Hirschtritt, Pieter Hoekstra, Alden Y. Huang, Cornelia Illmann, Joseph Jankovic, Robert A. King, Samuel Kuperman, Paul C. Lee, Gholson J. Lyon, Irene A. Malaty, Carol A. Mathews, William M. McMahon, Kirsten Müller-Vahl, Peter Nagy, Benjamin M. Neale, Markus M. Nöthen, Michael S. Okun, Lisa Osiecki, Peristera Paschou, Renata Rizzo, Mary M. Robertson, Guy A. Rouleau, Paul Sandor, Jeremiah M. Scharf, Monika Schlögelhofer, Harvey S. Singer, Mara Stamenkovic, Manfred Stuhrmann, Jae Hoon Sul, Zsanett Tarnok, Jay Tischfield, Fotis Tsetsos, A. Jeremy Willsey, Douglas Woods, Yulia Worbe, Dongmei Yu, Samuel Zinner

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Recontacting biobank participants to collect lifestyle, behavioural and cognitive information via online questionnaires: lessons from a pilot study within FinnGen by Oskari Heikinheimo, Athena Matakidou, Jaakko Kaprio, Ying Wu, Kai Kaarniranta, Peeter Karihtala, Wei Zhou, Caroline Fox, Sarah Smith, Apinya Lertratanakul, Katri Kaukinen, Johannes Kettunen, Eeva Sliz, Markus Perola, Veikko Salomaa, Hilkka Soininen, Ilkka Kalliala, Mika Kähönen, Hao Chen, Andrey Loboda, Laure Morin-Papunen, Terhi Piltonen, Anders Mälarstig, Jason Miller, Jussi Hernesniemi, Henrike Heyne, Sirkku Peltonen, Daniel Gordin, Masahiro Kanai, Benjamin Challis, Juha Sinisalo, David Rice, Fredrik Åberg, Aarno Palotie, Samuli Ripatti, Oili Kaipiainen-Seppänen, Aki Havulinna, Satu Strausz, Tuomo Kiiskinen, Sanni Ruotsalainen, Jukka Koskela, Tuula Palotie, Mark Daly, Howard Jacob, Heiko Runz, Sally John, Robert Plenge, Mark McCarthy, Julie Hunkapiller, Dawn Waterworth, Petri Virolainen, Terhi Kilpi, Jukka Partanen, Anne Pitkäranta, Veli-Matti Kosma, Outi Tuovila, Raimo Pakkanen, Shameek Biswas, Xinli Hu, Johanna Schleutker, Mikko Arvas, Olli Carpen, Reetta Hinttala, Arto Mannermaa, Valtteri Julkunen, Anne Remes, Reetta Kälviäinen, Mikko Hiltunen, Jukka Peltola, Pentti Tienari, Juha Rinne, Adam Ziemann, Jeffrey Waring, Nizar Smaoui, Anne Lehtonen, Susan Eaton, Sanni Lahdenperä, Natalie Bowers, Edmond Teng, Fanli Xu, David Pulford, Martti Färkkilä, Sampsa Pikkarainen, Airi Jussila, Timo Blomster, Mikko Kiviniemi, Markku Voutilainen, Fedik Rahimov, Joseph Maranville, Tim Lu, Kirsi Kalpala, Melissa Miller, Linda McCarthy, Kari Eklund, Antti Palomäki, Pia Isomäki, Laura Pirilä, Johanna Huhtakangas, Marla Hochfeld, Nan Bing, Jorge Esparza Gordillo, Nina Mars, Tarja Laitinen, Margit Pelkonen, Paula Kauppi, Hannu Kankaanranta, Terttu Harju, Hubert Chen, Teemu Niiranen, Kaj Metsärinne, Marja-Riitta Taskinen, Tiinamaija Tuomi, Jari Laukkanen, Audrey Chu, Jaakko Parkkinen, Heikki Joensuu, Tuomo Meretoja, Lauri Aaltonen, Annika Auranen, Päivi Auvinen, Klaus Elenius, Relja Popovic, Jennifer Schutzman, Heli Lehtonen, Stefan McDonough, Diptee Kulkarni, Terhi Ollila, Hannu Uusitalo, Erich Strauss, Kaisa Tasanen, Laura Huilaja, Katariina Hannula-Jouppi, Teea Salmi, Leena Koulu, David Choy, Anu Jalanko, Risto Kajanne, Mari Kaunisto, Chia-Yen Chen, Robert Yang, Kirsi Auro, Clement Chatelain, Mitja Kurki, Juha Karjalainen, Kimmo Palin, Priit Palta, Susanna Lemmelä, Manuel Rivas, Arto Lehisto, Andrea Ganna, Vincent Llorens, Kati Kristiansson, Kati Hyvärinen, Jarmo Ritari, Katri Pylkäs, Minna Karjalainen, Tuomo Mantere, Eeva Kangasniemi, Sami Heikkinen, Eija Laakkonen, Anu Loukola, Päivi Laiho, Tuuli Sistonen, Essi Kaiharju, Markku Laukkanen, Elina Järvensivu, Sini Lähteenmäki, Lotta Männikkö, Regis Wong, Hannele Mattsson, Kati Donner, Kalle Pärn, Elina Kilpeläinen, Hannele Laivuori, Harri Siirtola, Lila Kallio, Sirpa Soini, Teijo Kuopio, Ioanna Tachmazidou, Katja Kivinen, Pekka Nieminen, Adam Platt, Sanna Toppila-Salmi, Antti Mäkitie, Elmo Saarentaus, Kristiina Aittomäki, Elisabeth Widen, Marja Vääräsmäki, Erkki Isometsä, Jari Lahti, Laura Addis, Taneli Raivio, Mart Kals, Majd Mouded, Hanna Ollila, Vuokko Anttonen, Robert Graham, Amanda Elliott, Ali Abbasi, Bridget Riley-Gills, Dirk Paul, Katherine Klinger, Deepak Raipal, Antti Hakanen, Raisa Serpi, Johanna Mäkelä, Mengzhen Liu, Neha Raghavan, Adriana Huertas-Vazquez, Nicole Renaud, Roosa Kallionpää, John Eicher, Minna Raivio, Juulia Partanen, Riitta Lahesmaa, Glenda Lassi, Joanna Betts, Rajashree Mishra, Felix Vaura, Joel Rämö, Mary Pat Reeve, Johanna Mattson, Sauli Vuoti, Esa Pitkänen, Joni A Turunen, Stephanie Loomis, Pirkko Pussinen, Aino Salminen, Tuula Salo, Ulla Palotie, Maria Siponen, Liisa Suominen, Päivi Mäntylä, Ulvi Gursoy, Kirsi Sipilä, Venla Kurra, Laura Kotaniemi-Talonen, Outi Uimari, Taru Tukiainen, Niko Välimäki, Janet Kumar, Juha Mehtonen, Shabbeer Hassan, Pietro Della Briotta Parolo, Mutaamba Maasha, Javier Garcia-Tabuenca, Jiwoo Lee, Kristin Tsuo, Nina Pitkänen, Eero Punkka, Huei-Yi Shen, Mervi Aavikko, L. Elisa Lahtela, Timo P. Sipilä, Awaisa Ghazal, Sami Koskelainen, Teemu Paajanen, Shuang Luo, Tiina Luukkaala, Iida Vähätalo, Tero Jyrhämä, Marco Hautalahti, Tom Southerington, Jaana Suvisaari, Zhihao Ding, Qingqin S Li, Amy Hart, Rodosthenis S Rodosthenous, Mari E K Niemi, Merja Perala, Perttu Terho, Theresa Knopp, Enni M Makkonen, Paula Nurmi, Pauli Wihuri, Corianna Moffatt, Paolo Martini, Laura Germine, Viola A Makela, Oona A Karhunen, Tero S Hiekkalinna, Alessandro Porello, Anastasia Kytölä, Antti Aarnisalo, Aoxing Liu, Argyro Bizaki-Vallaskangas, Auli Toivola, Debby Ngo, Dermot Reilly, Ekaterina Khramtsova, Elisa Rahikkala, Eric Green, Eveliina Salminen, Fabiana Farias, George Okafo, Heidi Silven, Heli Salminen-Mankonen, Henna Palin, Iiris Hovatta, Jaakko Tyrmi, Jae-Hoon Sul, Jenni Aittokallio, Jyrki Pitkänen, Karen He, Katriina Aalto-Setälä, Maarit Niinimäki, Malla-Maria Linna, Marc Jung, Margaret G. Ehm, Marianna Niemi, Meijian Guan, Mike Mendelson, Minna Brunfeldt, Natalia Pujol, Nathan Lawless, Oluwaseun Alexander Dada, Rigbe Weldatsadik, Riikka Arffman, Rion Pendergrass, Sahar Mozaffari, Samuel Lessard, Sanna Siltanen, Shanmukha Sampath Padmanabhuni, Simonne Longerich, Susanna Savukoski, Thomas Damm Als, Timo Hiltunen, Tomi P. Mäkelä, Triin Laisk, Tytti Willberg, Varpu Jokimaa

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