학술논문
High-Resolution Genotyping of Formalin-Fixed Tissue Accurately Estimates Polygenic Risk Scores in Human Diseases
Document Type
Article
Author
Youssef, Omar; Loukola, Anu; Zidi-Mouaffak, Yossra H.S.; Tamlander, Max; Ruotsalainen, Sanni; Kilpeläinen, Elina; Mars, Nina; Ripatti, Samuli; Palotie, Aarno; Daly, Mark; Riley-Gills, Bridget; Jacob, Howard; Paul, Dirk; Petrovski, Slavé; Runz, Heiko; John, Sally; Okafo, George; Lawless, Nathan; Salminen-Mankonen, Heli; Plenge, Robert; Maranville, Joseph; McCarthy, Mark; Ehm, Margaret G.; Auro, Kirsi; Longerich, Simonne; Mälarstig, Anders; Klinger, Katherine; Chatelain, Clement; Gossel, Matthias; Estrada, Karol; Graham, Robert; Yang, Robert; ODonnell, Chris; Mäkelä, Tomi P.; Kaprio, Jaakko; Virolainen, Petri; Hakanen, Antti; Kilpi, Terhi; Perola, Markus; Partanen, Jukka; Pitkäranta, Anne; Raivio, Taneli; Tikkanen, Jani; Serpi, Raisa; Laitinen, Tarja; Kosma, Veli-Matti; Laukkanen, Jari; Hautalahti, Marco; Tuovila, Outi; Pakkanen, Raimo; Waring, Jeffrey; Riley-Gillis, Bridget; Rahimov, Fedik; Tachmazidou, Ioanna; Chen, Chia-Yen; Runz, Heiko; Ding, Zhihao; Jung, Marc; Biswas, Shameek; Pendergrass, Rion; Ehm, Margaret G.; Pulford, David; Raghavan, Neha; Huertas-Vazquez, Adriana; Sul, Jae-Hoon; Mälarstig, Anders; Hu, Xinli; Hedman, Åsa; Klinger, Katherine; Graham, Robert; Rivas, Manuel; Waterworth, Dawn; Renaud, Nicole; Obeidat, Maen; Ripatti, Samuli; Schleutker, Johanna; Perola, Markus; Arvas, Mikko; Carpén, Olli; Hinttala, Reetta; Kettunen, Johannes; Mannermaa, Arto; Aalto-Setälä, Katriina; Kähönen, Mika; Laukkanen, Jari; Mäkelä, Johanna; Kälviäinen, Reetta; Julkunen, Valtteri; Soininen, Hilkka; Remes, Anne; Hiltunen, Mikko; Peltola, Jukka; Raivio, Minna; Tienari, Pentti; Rinne, Juha; Kallionpää, Roosa; Partanen, Juulia; Abbasi, Ali; Ziemann, Adam; Smaoui, Nizar; Lehtonen, Anne; Eaton, Susan; Runz, Heiko; Lahdenperä, Sanni; Biswas, Shameek; Bowers, Natalie; Teng, Edmond; Pendergrass, Rion; Xu, Fanli; Pulford, David; Auro, Kirsi; Addis, Laura; Eicher, John; Li, Qingqin S.; He, Karen; Khramtsova, Ekaterina; Raghavan, Neha; Färkkilä, Martti; Koskela, Jukka; Pikkarainen, Sampsa; Jussila, Airi; Kaukinen, Katri; Blomster, Timo; Kiviniemi, Mikko; Voutilainen, Markku; Daly, Mark; Abbasi, Ali; Waring, Jeffrey; Smaoui, Nizar; Rahimov, Fedik; Lehtonen, Anne; Lu, Tim; Bowers, Natalie; Pendergrass, Rion; McCarthy, Linda; Hart, Amy; Guan, Meijian; Miller, Jason; Kalpala, Kirsi; Miller, Melissa; Hu, Xinli; Eklund, Kari; Palomäki, Antti; Isomäki, Pia; Pirilä, Laura; Kaipiainen-Seppänen, Oili; Huhtakangas, Johanna; Mars, Nina; Abbasi, Ali; Waring, Jeffrey; Rahimov, Fedik; Lertratanakul, Apinya; Smaoui, Nizar; Lehtonen, Anne; Viollet, Coralie; Hochfeld, Marla; Bowers, Natalie; Pendergrass, Rion; Gordillo, Jorge Esparza; Auro, Kirsi; Waterworth, Dawn; Farias, Fabiana; Kalpala, Kirsi; Bing, Nan; Hu, Xinli; Laitinen, Tarja; Pelkonen, Margit; Kauppi, Paula; Kankaanranta, Hannu; Harju, Terttu; Lahesmaa, Riitta; Smaoui, Nizar; Viollet, Coralie; Eaton, Susan; Chen, Hubert; Pendergrass, Rion; Bowers, Natalie; Betts, Joanna; Auro, Kirsi; Mishra, Rajashree; Mouded, Majd; Ngo, Debby; Niiranen, Teemu; Vaura, Felix; Salomaa, Veikko; Metsärinne, Kaj; Aittokallio, Jenni; Kähönen, Mika; Hernesniemi, Jussi; Gordin, Daniel; Sinisalo, Juha; Taskinen, Marja-Riitta; Tuomi, Tiinamaija; Hiltunen, Timo; Laukkanen, Jari; Elliott, Amanda; Reeve, Mary Pat; Ruotsalainen, Sanni; Paul, Dirk; Bowers, Natalie; Pendergrass, Rion; Chu, Audrey; Auro, Kirsi; Reilly, Dermot; Mendelson, Mike; Parkkinen, Jaakko; Miller, Melissa; Meretoja, Tuomo; Joensuu, Heikki; Carpén, Olli; Mattson, Johanna; Salminen, Eveliina; Auranen, Annika; Karihtala, Peeter; Auvinen, Päivi; Elenius, Klaus; Schleutker, Johanna; Pitkänen, Esa; Mars, Nina; Daly, Mark; Popovic, Relja; Waring, Jeffrey; Riley-Gillis, Bridget; Lehtonen, Anne; Fabre, Margarete; Schutzman, Jennifer; Bowers, Natalie; Pendergrass, Rion; Kulkarni, Diptee; Auro, Kirsi; Porello, Alessandro; Loboda, Andrey; Lehtonen, Heli; McDonough, Stefan; Vuoti, Sauli; Kaarniranta, Kai; Turunen, Joni A.; Ollila, Terhi; Uusitalo, Hannu; Karjalainen, Juha; Pitkänen, Esa; Liu, Mengzhen; Runz, Heiko; Loomis, Stephanie; Strauss, Erich; Bowers, Natalie; Chen, Hao; Pendergrass, Rion; Tasanen, Kaisa; Huilaja, Laura; Hannula-Jouppi, Katariina; Salmi, Teea; Peltonen, Sirkku; Koulu, Leena; Smaoui, Nizar; Rahimov, Fedik; Lehtonen, Anne; Choy, David; Pendergrass, Rion; Waterworth, Dawn; Kalpala, Kirsi; Wu, Ying; Pussinen, Pirkko; Salminen, Aino; Salo, Tuula; Rice, David; Nieminen, Pekka; Palotie, Ulla; Siponen, Maria; Suominen, Liisa; Mäntylä, Päivi; Gursoy, Ulvi; Anttonen, Vuokko; Sipilä, Kirsi; Pendergrass, Rion; Laivuori, Hannele; Kurra, Venla; Kotaniemi-Talonen, Laura; Heikinheimo, Oskari; Kalliala, Ilkka; Aaltonen, Lauri; Jokimaa, Varpu; Kettunen, Johannes; Vääräsmäki, Marja; Uimari, Outi; Morin-Papunen, Laure; Niinimäki, Maarit; Piltonen, Terhi; Kivinen, Katja; Widen, Elisabeth; Tukiainen, Taru; Reeve, Mary Pat; Daly, Mark; Välimäki, Niko; Laakkonen, Eija; Tyrmi, Jaakko; Silven, Heidi; Sliz, Eeva; Arffman, Riikka; Savukoski, Susanna; Laisk, Triin; Pujol, Natalia; Liu, Mengzhen; Riley-Gillis, Bridget; Pendergrass, Rion; Kumar, Janet; Auro, Kirsi; Hovatta, Iiris; Chen, Chia-Yen; Isometsä, Erkki; Ollila, Hanna; Suvisaari, Jaana; Als, Thomas Damm; Mäkitie, Antti; Bizaki-Vallaskangas, Argyro; Toppila-Salmi, Sanna; Willberg, Tytti; Saarentaus, Elmo; Aarnisalo, Antti; Salminen, Eveliina; Rahikkala, Elisa; Kettunen, Johannes; Aittomäki, Kristiina; Åberg, Fredrik; Kurki, Mitja; Ripatti, Samuli; Daly, Mark; Karjalainen, Juha; Havulinna, Aki; Mehtonen, Juha; Palta, Priit; Hassan, Shabbeer; Della Briotta Parolo, Pietro; Zhou, Wei; Maasha, Mutaamba; Hassan, Shabbeer; Lemmelä, Susanna; Rivas, Manuel; Palotie, Aarno; Liu, Aoxing; Lehisto, Arto; Ganna, Andrea; Llorens, Vincent; Laivuori, Hannele; Tukiainen, Taru; Reeve, Mary Pat; Heyne, Henrike; Mars, Nina; Rämö, Joel; Saarentaus, Elmo; Ollila, Hanna; Rodosthenous, Rodos; Strausz, Satu; Palotie, Tuula; Palin, Kimmo; Garcia-Tabuenca, Javier; Siirtola, Harri; Kiiskinen, Tuomo; Lee, Jiwoo; Tsuo, Kristin; Elliott, Amanda; Kristiansson, Kati; Arvas, Mikko; Hyvärinen, Kati; Ritari, Jarmo; Carpén, Olli; Kettunen, Johannes; Pylkäs, Katri; Sliz, Eeva; Karjalainen, Minna; Mantere, Tuomo; Kangasniemi, Eeva; Heikkinen, Sami; Mannermaa, Arto; Laakkonen, Eija; Pitkänen, Nina; Lessard, Samuel; Chatelain, Clément; Kallio, Lila; Wahlfors, Tiina; Partanen, Jukka; Punkka, Eero; Serpi, Raisa; Siltanen, Sanna; Kosma, Veli-Matti; Kuopio, Teijo; Jalanko, Anu; Shen, Huei-Yi; Kajanne, Risto; Aavikko, Mervi; Cooper, Helen; Öller, Denise; Leinonen, Rasko; Palin, Henna; Linna, Malla-Maria; Kurki, Mitja; Karjalainen, Juha; Della Briotta Parolo, Pietro; Lehisto, Arto; Mehtonen, Juha; Zhou, Wei; Kanai, Masahiro; Maasha, Mutaamba; Zheng, Zhili; Laivuori, Hannele; Havulinna, Aki; Lemmelä, Susanna; Kiiskinen, Tuomo; Lahtela, L. Elisa; Kaunisto, Mari; Kilpeläinen, Elina; Sipilä, Timo P.; Dada, Oluwaseun Alexander; Ghazal, Awaisa; Kytölä, Anastasia; Weldatsadik, Rigbe; Ruotsalainen, Sanni; Donner, Kati; Sipilä, Timo P.; Loukola, Anu; Laiho, Päivi; Sistonen, Tuuli; Kaiharju, Essi; Laukkanen, Markku; Järvensivu, Elina; Lähteenmäki, Sini; Männikkö, Lotta; Wong, Regis; Toivola, Auli; Brunfeldt, Minna; Mattsson, Hannele; Kristiansson, Kati; Lemmelä, Susanna; Koskelainen, Sami; Hiekkalinna, Tero; Paajanen, Teemu; Palta, Priit; Pärn, Kalle; Kals, Mart; Luo, Shuang; Laitinen, Tarja; Reeve, Mary Pat; Padmanabhuni, Shanmukha Sampath; Niemi, Marianna; Siirtola, Harri; Gracia-Tabuenca, Javier; Helminen, Mika; Luukkaala, Tiina; Vähätalo, Iida; Tammerluoto, Jyrki; Hautalahti, Marco; Mäkelä, Johanna; Smith, Sarah; Southerington, Tom; Lehto, Petri; Palotie, Aarno; Donner, Kati; Carpén, Olli
Source
Laboratory Investigation; April 2024, Vol. 104 Issue: 4
Subject
Language
ISSN
00236837; 15300307
Abstract
Formalin-fixed paraffin-embedded (FFPE) tissues stored in biobanks and pathology archives are a vast but underutilized source for molecular studies on different diseases. Beyond being the “gold standard” for preservation of diagnostic human tissues, FFPE samples retain similar genetic information as matching blood samples, which could make FFPE samples an ideal resource for genomic analysis. However, research on this resource has been hindered by the perception that DNA extracted from FFPE samples is of poor quality. Here, we show that germline disease-predisposing variants and polygenic risk scores (PRS) can be identified from FFPE normal tissue (FFPE-NT) DNA with high accuracy. We optimized the performance of FFPE-NT DNA on a genome-wide array containing 657,675 variants. Via a series of testing and validation phases, we established a protocol for FFPE-NT genotyping with results comparable with blood genotyping. The median call rate of FFPE-NT samples in the validation phase was 99.85% (range 98.26%-99.94%) and median concordance with matching blood samples was 99.79% (range 98.85%-99.9%). We also demonstrated that a rare pathogenic PALB2genetic variant predisposing to cancer can be correctly identified in FFPE-NT samples. We further imputed the FFPE-NT genotype data and calculated the FFPE-NT genome-wide PRS in 3 diseases and 4 disease risk variables. In all cases, FFPE-NT and matching blood PRS were highly concordant (all Pearson’s r> 0.95). The ability to precisely genotype FFPE-NT on a genome-wide array enables translational genomics applications of archived FFPE-NT samples with the possibility to link to corresponding phenotypes and longitudinal health data.