Cargando…

Transethnic Genome-Wide Association Study Provides Insights in the Genetic Architecture and Heritability of Long QT Syndrome

Long QT syndrome (LQTS) is a rare genetic disorder and a major preventable cause of sudden cardiac death in the young. A causal rare genetic variant with large effect size is identified in up to 80% of probands (genotype positive) and cascade family screening shows incomplete penetrance of genetic v...

Descripción completa

Detalles Bibliográficos
Autores principales: Lahrouchi, Najim, Tadros, Rafik, Crotti, Lia, Mizusawa, Yuka, Postema, Pieter G., Beekman, Leander, Walsh, Roddy, Hasegawa, Kanae, Barc, Julien, Ernsting, Marko, Turkowski, Kari L., Mazzanti, Andrea, Beckmann, Britt M., Shimamoto, Keiko, Diamant, Ulla-Britt, Wijeyeratne, Yanushi D., Kucho, Yu, Robyns, Tomas, Ishikawa, Taisuke, Arbelo, Elena, Christiansen, Michael, Winbo, Annika, Jabbari, Reza, Lubitz, Steven A., Steinfurt, Johannes, Rudic, Boris, Loeys, Bart, Shoemaker, M. Ben, Weeke, Peter E., Pfeiffer, Ryan, Davies, Brianna, Andorin, Antoine, Hofman, Nynke, Dagradi, Federica, Pedrazzini, Matteo, Tester, David J., Bos, J. Martijn, Sarquella-Brugada, Georgia, Campuzano, Óscar, Platonov, Pyotr G., Stallmeyer, Birgit, Zumhagen, Sven, Nannenberg, Eline A., Veldink, Jan H., van den Berg, Leonard H., Al-Chalabi, Ammar, Shaw, Christopher E., Shaw, Pamela J., Morrison, Karen E., Andersen, Peter M., Müller-Nurasyid, Martina, Cusi, Daniele, Barlassina, Cristina, Galan, Pilar, Lathrop, Mark, Munter, Markus, Werge, Thomas, Ribasés, Marta, Aung, Tin, Khor, Chiea C., Ozaki, Mineo, Lichtner, Peter, Meitinger, Thomas, van Tintelen, J. Peter, Hoedemaekers, Yvonne, Denjoy, Isabelle, Leenhardt, Antoine, Napolitano, Carlo, Shimizu, Wataru, Schott, Jean-Jacques, Gourraud, Jean-Baptiste, Makiyama, Takeru, Ohno, Seiko, Itoh, Hideki, Krahn, Andrew D., Antzelevitch, Charles, Roden, Dan M., Saenen, Johan, Borggrefe, Martin, Odening, Katja E., Ellinor, Patrick T., Tfelt-Hansen, Jacob, Skinner, Jonathan R., van den Berg, Maarten P., Olesen, Morten Salling, Brugada, Josep, Brugada, Ramón, Makita, Naomasa, Breckpot, Jeroen, Yoshinaga, Masao, Behr, Elijah R., Rydberg, Annika, Aiba, Takeshi, Kääb, Stefan, Priori, Silvia G., Guicheney, Pascale, Tan, Hanno L., Newton-Cheh, Christopher, Ackerman, Michael J., Schwartz, Peter J., Schulze-Bahr, Eric, Probst, Vincent, Horie, Minoru, Wilde, Arthur A., Tanck, Michael W.T., Bezzina, Connie R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382531/
https://www.ncbi.nlm.nih.gov/pubmed/32429735
http://dx.doi.org/10.1161/CIRCULATIONAHA.120.045956
_version_ 1783563261717774336
author Lahrouchi, Najim
Tadros, Rafik
Crotti, Lia
Mizusawa, Yuka
Postema, Pieter G.
Beekman, Leander
Walsh, Roddy
Hasegawa, Kanae
Barc, Julien
Ernsting, Marko
Turkowski, Kari L.
Mazzanti, Andrea
Beckmann, Britt M.
Shimamoto, Keiko
Diamant, Ulla-Britt
Wijeyeratne, Yanushi D.
Kucho, Yu
Robyns, Tomas
Ishikawa, Taisuke
Arbelo, Elena
Christiansen, Michael
Winbo, Annika
Jabbari, Reza
Lubitz, Steven A.
Steinfurt, Johannes
Rudic, Boris
Loeys, Bart
Shoemaker, M. Ben
Weeke, Peter E.
Pfeiffer, Ryan
Davies, Brianna
Andorin, Antoine
Hofman, Nynke
Dagradi, Federica
Pedrazzini, Matteo
Tester, David J.
Bos, J. Martijn
Sarquella-Brugada, Georgia
Campuzano, Óscar
Platonov, Pyotr G.
Stallmeyer, Birgit
Zumhagen, Sven
Nannenberg, Eline A.
Veldink, Jan H.
van den Berg, Leonard H.
Al-Chalabi, Ammar
Shaw, Christopher E.
Shaw, Pamela J.
Morrison, Karen E.
Andersen, Peter M.
Müller-Nurasyid, Martina
Cusi, Daniele
Barlassina, Cristina
Galan, Pilar
Lathrop, Mark
Munter, Markus
Werge, Thomas
Ribasés, Marta
Aung, Tin
Khor, Chiea C.
Ozaki, Mineo
Lichtner, Peter
Meitinger, Thomas
van Tintelen, J. Peter
Hoedemaekers, Yvonne
Denjoy, Isabelle
Leenhardt, Antoine
Napolitano, Carlo
Shimizu, Wataru
Schott, Jean-Jacques
Gourraud, Jean-Baptiste
Makiyama, Takeru
Ohno, Seiko
Itoh, Hideki
Krahn, Andrew D.
Antzelevitch, Charles
Roden, Dan M.
Saenen, Johan
Borggrefe, Martin
Odening, Katja E.
Ellinor, Patrick T.
Tfelt-Hansen, Jacob
Skinner, Jonathan R.
van den Berg, Maarten P.
Olesen, Morten Salling
Brugada, Josep
Brugada, Ramón
Makita, Naomasa
Breckpot, Jeroen
Yoshinaga, Masao
Behr, Elijah R.
Rydberg, Annika
Aiba, Takeshi
Kääb, Stefan
Priori, Silvia G.
Guicheney, Pascale
Tan, Hanno L.
Newton-Cheh, Christopher
Ackerman, Michael J.
Schwartz, Peter J.
Schulze-Bahr, Eric
Probst, Vincent
Horie, Minoru
Wilde, Arthur A.
Tanck, Michael W.T.
Bezzina, Connie R.
author_facet Lahrouchi, Najim
Tadros, Rafik
Crotti, Lia
Mizusawa, Yuka
Postema, Pieter G.
Beekman, Leander
Walsh, Roddy
Hasegawa, Kanae
Barc, Julien
Ernsting, Marko
Turkowski, Kari L.
Mazzanti, Andrea
Beckmann, Britt M.
Shimamoto, Keiko
Diamant, Ulla-Britt
Wijeyeratne, Yanushi D.
Kucho, Yu
Robyns, Tomas
Ishikawa, Taisuke
Arbelo, Elena
Christiansen, Michael
Winbo, Annika
Jabbari, Reza
Lubitz, Steven A.
Steinfurt, Johannes
Rudic, Boris
Loeys, Bart
Shoemaker, M. Ben
Weeke, Peter E.
Pfeiffer, Ryan
Davies, Brianna
Andorin, Antoine
Hofman, Nynke
Dagradi, Federica
Pedrazzini, Matteo
Tester, David J.
Bos, J. Martijn
Sarquella-Brugada, Georgia
Campuzano, Óscar
Platonov, Pyotr G.
Stallmeyer, Birgit
Zumhagen, Sven
Nannenberg, Eline A.
Veldink, Jan H.
van den Berg, Leonard H.
Al-Chalabi, Ammar
Shaw, Christopher E.
Shaw, Pamela J.
Morrison, Karen E.
Andersen, Peter M.
Müller-Nurasyid, Martina
Cusi, Daniele
Barlassina, Cristina
Galan, Pilar
Lathrop, Mark
Munter, Markus
Werge, Thomas
Ribasés, Marta
Aung, Tin
Khor, Chiea C.
Ozaki, Mineo
Lichtner, Peter
Meitinger, Thomas
van Tintelen, J. Peter
Hoedemaekers, Yvonne
Denjoy, Isabelle
Leenhardt, Antoine
Napolitano, Carlo
Shimizu, Wataru
Schott, Jean-Jacques
Gourraud, Jean-Baptiste
Makiyama, Takeru
Ohno, Seiko
Itoh, Hideki
Krahn, Andrew D.
Antzelevitch, Charles
Roden, Dan M.
Saenen, Johan
Borggrefe, Martin
Odening, Katja E.
Ellinor, Patrick T.
Tfelt-Hansen, Jacob
Skinner, Jonathan R.
van den Berg, Maarten P.
Olesen, Morten Salling
Brugada, Josep
Brugada, Ramón
Makita, Naomasa
Breckpot, Jeroen
Yoshinaga, Masao
Behr, Elijah R.
Rydberg, Annika
Aiba, Takeshi
Kääb, Stefan
Priori, Silvia G.
Guicheney, Pascale
Tan, Hanno L.
Newton-Cheh, Christopher
Ackerman, Michael J.
Schwartz, Peter J.
Schulze-Bahr, Eric
Probst, Vincent
Horie, Minoru
Wilde, Arthur A.
Tanck, Michael W.T.
Bezzina, Connie R.
author_sort Lahrouchi, Najim
collection PubMed
description Long QT syndrome (LQTS) is a rare genetic disorder and a major preventable cause of sudden cardiac death in the young. A causal rare genetic variant with large effect size is identified in up to 80% of probands (genotype positive) and cascade family screening shows incomplete penetrance of genetic variants. Furthermore, a proportion of cases meeting diagnostic criteria for LQTS remain genetically elusive despite genetic testing of established genes (genotype negative). These observations raise the possibility that common genetic variants with small effect size contribute to the clinical picture of LQTS. This study aimed to characterize and quantify the contribution of common genetic variation to LQTS disease susceptibility. METHODS: We conducted genome-wide association studies followed by transethnic meta-analysis in 1656 unrelated patients with LQTS of European or Japanese ancestry and 9890 controls to identify susceptibility single nucleotide polymorphisms. We estimated the common variant heritability of LQTS and tested the genetic correlation between LQTS susceptibility and other cardiac traits. Furthermore, we tested the aggregate effect of the 68 single nucleotide polymorphisms previously associated with the QT-interval in the general population using a polygenic risk score. RESULTS: Genome-wide association analysis identified 3 loci associated with LQTS at genome-wide statistical significance (P<5×10(−8)) near NOS1AP, KCNQ1, and KLF12, and 1 missense variant in KCNE1(p.Asp85Asn) at the suggestive threshold (P<10(−6)). Heritability analyses showed that ≈15% of variance in overall LQTS susceptibility was attributable to common genetic variation (h2SNP 0.148; standard error 0.019). LQTS susceptibility showed a strong genome-wide genetic correlation with the QT-interval in the general population (r(g)=0.40; P=3.2×10(−3)). The polygenic risk score comprising common variants previously associated with the QT-interval in the general population was greater in LQTS cases compared with controls (P<10−13), and it is notable that, among patients with LQTS, this polygenic risk score was greater in patients who were genotype negative compared with those who were genotype positive (P<0.005). CONCLUSIONS: This work establishes an important role for common genetic variation in susceptibility to LQTS. We demonstrate overlap between genetic control of the QT-interval in the general population and genetic factors contributing to LQTS susceptibility. Using polygenic risk score analyses aggregating common genetic variants that modulate the QT-interval in the general population, we provide evidence for a polygenic architecture in genotype negative LQTS.
format Online
Article
Text
id pubmed-7382531
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Lippincott Williams & Wilkins
record_format MEDLINE/PubMed
spelling pubmed-73825312020-08-05 Transethnic Genome-Wide Association Study Provides Insights in the Genetic Architecture and Heritability of Long QT Syndrome Lahrouchi, Najim Tadros, Rafik Crotti, Lia Mizusawa, Yuka Postema, Pieter G. Beekman, Leander Walsh, Roddy Hasegawa, Kanae Barc, Julien Ernsting, Marko Turkowski, Kari L. Mazzanti, Andrea Beckmann, Britt M. Shimamoto, Keiko Diamant, Ulla-Britt Wijeyeratne, Yanushi D. Kucho, Yu Robyns, Tomas Ishikawa, Taisuke Arbelo, Elena Christiansen, Michael Winbo, Annika Jabbari, Reza Lubitz, Steven A. Steinfurt, Johannes Rudic, Boris Loeys, Bart Shoemaker, M. Ben Weeke, Peter E. Pfeiffer, Ryan Davies, Brianna Andorin, Antoine Hofman, Nynke Dagradi, Federica Pedrazzini, Matteo Tester, David J. Bos, J. Martijn Sarquella-Brugada, Georgia Campuzano, Óscar Platonov, Pyotr G. Stallmeyer, Birgit Zumhagen, Sven Nannenberg, Eline A. Veldink, Jan H. van den Berg, Leonard H. Al-Chalabi, Ammar Shaw, Christopher E. Shaw, Pamela J. Morrison, Karen E. Andersen, Peter M. Müller-Nurasyid, Martina Cusi, Daniele Barlassina, Cristina Galan, Pilar Lathrop, Mark Munter, Markus Werge, Thomas Ribasés, Marta Aung, Tin Khor, Chiea C. Ozaki, Mineo Lichtner, Peter Meitinger, Thomas van Tintelen, J. Peter Hoedemaekers, Yvonne Denjoy, Isabelle Leenhardt, Antoine Napolitano, Carlo Shimizu, Wataru Schott, Jean-Jacques Gourraud, Jean-Baptiste Makiyama, Takeru Ohno, Seiko Itoh, Hideki Krahn, Andrew D. Antzelevitch, Charles Roden, Dan M. Saenen, Johan Borggrefe, Martin Odening, Katja E. Ellinor, Patrick T. Tfelt-Hansen, Jacob Skinner, Jonathan R. van den Berg, Maarten P. Olesen, Morten Salling Brugada, Josep Brugada, Ramón Makita, Naomasa Breckpot, Jeroen Yoshinaga, Masao Behr, Elijah R. Rydberg, Annika Aiba, Takeshi Kääb, Stefan Priori, Silvia G. Guicheney, Pascale Tan, Hanno L. Newton-Cheh, Christopher Ackerman, Michael J. Schwartz, Peter J. Schulze-Bahr, Eric Probst, Vincent Horie, Minoru Wilde, Arthur A. Tanck, Michael W.T. Bezzina, Connie R. Circulation Original Research Articles Long QT syndrome (LQTS) is a rare genetic disorder and a major preventable cause of sudden cardiac death in the young. A causal rare genetic variant with large effect size is identified in up to 80% of probands (genotype positive) and cascade family screening shows incomplete penetrance of genetic variants. Furthermore, a proportion of cases meeting diagnostic criteria for LQTS remain genetically elusive despite genetic testing of established genes (genotype negative). These observations raise the possibility that common genetic variants with small effect size contribute to the clinical picture of LQTS. This study aimed to characterize and quantify the contribution of common genetic variation to LQTS disease susceptibility. METHODS: We conducted genome-wide association studies followed by transethnic meta-analysis in 1656 unrelated patients with LQTS of European or Japanese ancestry and 9890 controls to identify susceptibility single nucleotide polymorphisms. We estimated the common variant heritability of LQTS and tested the genetic correlation between LQTS susceptibility and other cardiac traits. Furthermore, we tested the aggregate effect of the 68 single nucleotide polymorphisms previously associated with the QT-interval in the general population using a polygenic risk score. RESULTS: Genome-wide association analysis identified 3 loci associated with LQTS at genome-wide statistical significance (P<5×10(−8)) near NOS1AP, KCNQ1, and KLF12, and 1 missense variant in KCNE1(p.Asp85Asn) at the suggestive threshold (P<10(−6)). Heritability analyses showed that ≈15% of variance in overall LQTS susceptibility was attributable to common genetic variation (h2SNP 0.148; standard error 0.019). LQTS susceptibility showed a strong genome-wide genetic correlation with the QT-interval in the general population (r(g)=0.40; P=3.2×10(−3)). The polygenic risk score comprising common variants previously associated with the QT-interval in the general population was greater in LQTS cases compared with controls (P<10−13), and it is notable that, among patients with LQTS, this polygenic risk score was greater in patients who were genotype negative compared with those who were genotype positive (P<0.005). CONCLUSIONS: This work establishes an important role for common genetic variation in susceptibility to LQTS. We demonstrate overlap between genetic control of the QT-interval in the general population and genetic factors contributing to LQTS susceptibility. Using polygenic risk score analyses aggregating common genetic variants that modulate the QT-interval in the general population, we provide evidence for a polygenic architecture in genotype negative LQTS. Lippincott Williams & Wilkins 2020-05-20 2020-07-28 /pmc/articles/PMC7382531/ /pubmed/32429735 http://dx.doi.org/10.1161/CIRCULATIONAHA.120.045956 Text en © 2020 The Authors. Circulation is published on behalf of the American Heart Association, Inc., by Wolters Kluwer Health, Inc. This is an open access article under the terms of the Creative Commons Attribution Non-Commercial-NoDerivs (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use, distribution, and reproduction in any medium, provided that the original work is properly cited, the use is noncommercial, and no modifications or adaptations are made.
spellingShingle Original Research Articles
Lahrouchi, Najim
Tadros, Rafik
Crotti, Lia
Mizusawa, Yuka
Postema, Pieter G.
Beekman, Leander
Walsh, Roddy
Hasegawa, Kanae
Barc, Julien
Ernsting, Marko
Turkowski, Kari L.
Mazzanti, Andrea
Beckmann, Britt M.
Shimamoto, Keiko
Diamant, Ulla-Britt
Wijeyeratne, Yanushi D.
Kucho, Yu
Robyns, Tomas
Ishikawa, Taisuke
Arbelo, Elena
Christiansen, Michael
Winbo, Annika
Jabbari, Reza
Lubitz, Steven A.
Steinfurt, Johannes
Rudic, Boris
Loeys, Bart
Shoemaker, M. Ben
Weeke, Peter E.
Pfeiffer, Ryan
Davies, Brianna
Andorin, Antoine
Hofman, Nynke
Dagradi, Federica
Pedrazzini, Matteo
Tester, David J.
Bos, J. Martijn
Sarquella-Brugada, Georgia
Campuzano, Óscar
Platonov, Pyotr G.
Stallmeyer, Birgit
Zumhagen, Sven
Nannenberg, Eline A.
Veldink, Jan H.
van den Berg, Leonard H.
Al-Chalabi, Ammar
Shaw, Christopher E.
Shaw, Pamela J.
Morrison, Karen E.
Andersen, Peter M.
Müller-Nurasyid, Martina
Cusi, Daniele
Barlassina, Cristina
Galan, Pilar
Lathrop, Mark
Munter, Markus
Werge, Thomas
Ribasés, Marta
Aung, Tin
Khor, Chiea C.
Ozaki, Mineo
Lichtner, Peter
Meitinger, Thomas
van Tintelen, J. Peter
Hoedemaekers, Yvonne
Denjoy, Isabelle
Leenhardt, Antoine
Napolitano, Carlo
Shimizu, Wataru
Schott, Jean-Jacques
Gourraud, Jean-Baptiste
Makiyama, Takeru
Ohno, Seiko
Itoh, Hideki
Krahn, Andrew D.
Antzelevitch, Charles
Roden, Dan M.
Saenen, Johan
Borggrefe, Martin
Odening, Katja E.
Ellinor, Patrick T.
Tfelt-Hansen, Jacob
Skinner, Jonathan R.
van den Berg, Maarten P.
Olesen, Morten Salling
Brugada, Josep
Brugada, Ramón
Makita, Naomasa
Breckpot, Jeroen
Yoshinaga, Masao
Behr, Elijah R.
Rydberg, Annika
Aiba, Takeshi
Kääb, Stefan
Priori, Silvia G.
Guicheney, Pascale
Tan, Hanno L.
Newton-Cheh, Christopher
Ackerman, Michael J.
Schwartz, Peter J.
Schulze-Bahr, Eric
Probst, Vincent
Horie, Minoru
Wilde, Arthur A.
Tanck, Michael W.T.
Bezzina, Connie R.
Transethnic Genome-Wide Association Study Provides Insights in the Genetic Architecture and Heritability of Long QT Syndrome
title Transethnic Genome-Wide Association Study Provides Insights in the Genetic Architecture and Heritability of Long QT Syndrome
title_full Transethnic Genome-Wide Association Study Provides Insights in the Genetic Architecture and Heritability of Long QT Syndrome
title_fullStr Transethnic Genome-Wide Association Study Provides Insights in the Genetic Architecture and Heritability of Long QT Syndrome
title_full_unstemmed Transethnic Genome-Wide Association Study Provides Insights in the Genetic Architecture and Heritability of Long QT Syndrome
title_short Transethnic Genome-Wide Association Study Provides Insights in the Genetic Architecture and Heritability of Long QT Syndrome
title_sort transethnic genome-wide association study provides insights in the genetic architecture and heritability of long qt syndrome
topic Original Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382531/
https://www.ncbi.nlm.nih.gov/pubmed/32429735
http://dx.doi.org/10.1161/CIRCULATIONAHA.120.045956
work_keys_str_mv AT lahrouchinajim transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT tadrosrafik transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT crottilia transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT mizusawayuka transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT postemapieterg transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT beekmanleander transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT walshroddy transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT hasegawakanae transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT barcjulien transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT ernstingmarko transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT turkowskikaril transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT mazzantiandrea transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT beckmannbrittm transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT shimamotokeiko transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT diamantullabritt transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT wijeyeratneyanushid transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT kuchoyu transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT robynstomas transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT ishikawataisuke transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT arbeloelena transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT christiansenmichael transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT winboannika transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT jabbarireza transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT lubitzstevena transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT steinfurtjohannes transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT rudicboris transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT loeysbart transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT shoemakermben transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT weekepetere transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT pfeifferryan transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT daviesbrianna transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT andorinantoine transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT hofmannynke transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT dagradifederica transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT pedrazzinimatteo transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT testerdavidj transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT bosjmartijn transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT sarquellabrugadageorgia transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT campuzanooscar transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT platonovpyotrg transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT stallmeyerbirgit transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT zumhagensven transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT nannenbergelinea transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT veldinkjanh transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT vandenbergleonardh transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT alchalabiammar transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT shawchristophere transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT shawpamelaj transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT morrisonkarene transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT andersenpeterm transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT mullernurasyidmartina transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT cusidaniele transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT barlassinacristina transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT galanpilar transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT lathropmark transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT muntermarkus transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT wergethomas transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT ribasesmarta transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT aungtin transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT khorchieac transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT ozakimineo transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT lichtnerpeter transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT meitingerthomas transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT vantintelenjpeter transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT hoedemaekersyvonne transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT denjoyisabelle transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT leenhardtantoine transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT napolitanocarlo transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT shimizuwataru transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT schottjeanjacques transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT gourraudjeanbaptiste transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT makiyamatakeru transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT ohnoseiko transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT itohhideki transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT krahnandrewd transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT antzelevitchcharles transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT rodendanm transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT saenenjohan transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT borggrefemartin transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT odeningkatjae transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT ellinorpatrickt transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT tfelthansenjacob transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT skinnerjonathanr transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT vandenbergmaartenp transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT olesenmortensalling transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT brugadajosep transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT brugadaramon transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT makitanaomasa transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT breckpotjeroen transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT yoshinagamasao transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT behrelijahr transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT rydbergannika transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT aibatakeshi transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT kaabstefan transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT priorisilviag transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT guicheneypascale transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT tanhannol transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT newtonchehchristopher transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT ackermanmichaelj transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT schwartzpeterj transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT schulzebahreric transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT probstvincent transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT horieminoru transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT wildearthura transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT tanckmichaelwt transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome
AT bezzinaconnier transethnicgenomewideassociationstudyprovidesinsightsinthegeneticarchitectureandheritabilityoflongqtsyndrome