Literature DB >> 30407537

Integration of genetics and miRNA-target gene network identified disease biology implicated in tissue specificity.

Saori Sakaue1,2,3, Jun Hirata1,4, Yuichi Maeda5,6,7, Eiryo Kawakami8,9, Takuro Nii5,6,7, Toshihiro Kishikawa1,10, Kazuyoshi Ishigaki2, Chikashi Terao2,11,12,13, Ken Suzuki1,2, Masato Akiyama2,14, Naomasa Suita1,15, Tatsuo Masuda1,16, Kotaro Ogawa1,17, Kenichi Yamamoto1,18, Yukihiko Saeki19, Masato Matsushita20,21, Maiko Yoshimura21, Hidetoshi Matsuoka21, Katsunori Ikari22,23, Atsuo Taniguchi22, Hisashi Yamanaka22, Hideya Kawaji24,25,26,27, Timo Lassmann24,25,28, Masayoshi Itoh24,25,26, Hiroyuki Yoshitomi29,30, Hiromu Ito30, Koichiro Ohmura13, Alistair R R Forrest24,25,31, Yoshihide Hayashizaki25,26, Piero Carninci24,25,32, Atsushi Kumanogoh5, Yoichiro Kamatani2,33, Michiel de Hoon24,25,34, Kazuhiko Yamamoto35, Yukinori Okada1,2,36.   

Abstract

MicroRNAs (miRNAs) modulate the post-transcriptional regulation of target genes and are related to biology of complex human traits, but genetic landscape of miRNAs remains largely unknown. Given the strikingly tissue-specific miRNA expression profiles, we here expand a previous method to quantitatively evaluate enrichment of genome-wide association study (GWAS) signals on miRNA-target gene networks (MIGWAS) to further estimate tissue-specific enrichment. Our approach integrates tissue-specific expression profiles of miRNAs (∼1800 miRNAs in 179 cells) with GWAS to test whether polygenic signals enrich in miRNA-target gene networks and whether they fall within specific tissues. We applied MIGWAS to 49 GWASs (nTotal = 3 520 246), and successfully identified biologically relevant tissues. Further, MIGWAS could point miRNAs as candidate biomarkers of the trait. As an illustrative example, we performed differentially expressed miRNA analysis between rheumatoid arthritis (RA) patients and healthy controls (n = 63). We identified novel biomarker miRNAs (e.g. hsa-miR-762) by integrating differentially expressed miRNAs with MIGWAS results for RA, as well as novel associated loci with significant genetic risk (rs56656810 at MIR762 at 16q11; n = 91 482, P = 3.6 × 10-8). Our result highlighted that miRNA-target gene network contributes to human disease genetics in a cell type-specific manner, which could yield an efficient screening of miRNAs as promising biomarkers.

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Year:  2018        PMID: 30407537      PMCID: PMC6294505          DOI: 10.1093/nar/gky1066

Source DB:  PubMed          Journal:  Nucleic Acids Res        ISSN: 0305-1048            Impact factor:   16.971


  37 in total

1.  A short history of a short RNA.

Authors:  Rosalind Lee; Rhonda Feinbaum; Victor Ambros
Journal:  Cell       Date:  2004-01-23       Impact factor: 41.582

2.  A synonymous variant in IRGM alters a binding site for miR-196 and causes deregulation of IRGM-dependent xenophagy in Crohn's disease.

Authors:  Patrick Brest; Pierre Lapaquette; Mouloud Souidi; Kevin Lebrigand; Annabelle Cesaro; Valérie Vouret-Craviari; Bernard Mari; Pascal Barbry; Jean-François Mosnier; Xavier Hébuterne; Annick Harel-Bellan; Baharia Mograbi; Arlette Darfeuille-Michaud; Paul Hofman
Journal:  Nat Genet       Date:  2011-01-30       Impact factor: 38.330

Review 3.  The Race of 10 Synthetic RNAi-Based Drugs to the Pharmaceutical Market.

Authors:  Ricardo Titze-de-Almeida; Catherine David; Simoneide Souza Titze-de-Almeida
Journal:  Pharm Res       Date:  2017-04-07       Impact factor: 4.200

4.  The Genetic Architecture of Gene Expression in Peripheral Blood.

Authors:  Luke R Lloyd-Jones; Alexander Holloway; Allan McRae; Jian Yang; Kerrin Small; Jing Zhao; Biao Zeng; Andrew Bakshi; Andres Metspalu; Manolis Dermitzakis; Greg Gibson; Tim Spector; Grant Montgomery; Tonu Esko; Peter M Visscher; Joseph E Powell
Journal:  Am J Hum Genet       Date:  2017-01-05       Impact factor: 11.025

5.  An integrated expression atlas of miRNAs and their promoters in human and mouse.

Authors:  Derek de Rie; Imad Abugessaisa; Tanvir Alam; Erik Arner; Peter Arner; Haitham Ashoor; Gaby Åström; Magda Babina; Nicolas Bertin; A Maxwell Burroughs; Ailsa J Carlisle; Carsten O Daub; Michael Detmar; Ruslan Deviatiiarov; Alexandre Fort; Claudia Gebhard; Daniel Goldowitz; Sven Guhl; Thomas J Ha; Jayson Harshbarger; Akira Hasegawa; Kosuke Hashimoto; Meenhard Herlyn; Peter Heutink; Kelly J Hitchens; Chung Chau Hon; Edward Huang; Yuri Ishizu; Chieko Kai; Takeya Kasukawa; Peter Klinken; Timo Lassmann; Charles-Henri Lecellier; Weonju Lee; Marina Lizio; Vsevolod Makeev; Anthony Mathelier; Yulia A Medvedeva; Niklas Mejhert; Christopher J Mungall; Shohei Noma; Mitsuhiro Ohshima; Mariko Okada-Hatakeyama; Helena Persson; Patrizia Rizzu; Filip Roudnicky; Pål Sætrom; Hiroki Sato; Jessica Severin; Jay W Shin; Rolf K Swoboda; Hiroshi Tarui; Hiroo Toyoda; Kristoffer Vitting-Seerup; Louise Winteringham; Yoko Yamaguchi; Kayoko Yasuzawa; Misako Yoneda; Noriko Yumoto; Susan Zabierowski; Peter G Zhang; Christine A Wells; Kim M Summers; Hideya Kawaji; Albin Sandelin; Michael Rehli; Yoshihide Hayashizaki; Piero Carninci; Alistair R R Forrest; Michiel J L de Hoon
Journal:  Nat Biotechnol       Date:  2017-08-21       Impact factor: 54.908

6.  Construction of a population-specific HLA imputation reference panel and its application to Graves' disease risk in Japanese.

Authors:  Yukinori Okada; Yukihide Momozawa; Kyota Ashikawa; Masahiro Kanai; Koichi Matsuda; Yoichiro Kamatani; Atsushi Takahashi; Michiaki Kubo
Journal:  Nat Genet       Date:  2015-06-01       Impact factor: 38.330

7.  MicroRNA-451 down-regulates neutrophil chemotaxis via p38 MAPK.

Authors:  Koichi Murata; Hiroyuki Yoshitomi; Moritoshi Furu; Masahiro Ishikawa; Hideyuki Shibuya; Hiromu Ito; Shuichi Matsuda
Journal:  Arthritis Rheumatol       Date:  2014-03       Impact factor: 10.995

8.  Empirical estimation of genome-wide significance thresholds based on the 1000 Genomes Project data set.

Authors:  Masahiro Kanai; Toshihiro Tanaka; Yukinori Okada
Journal:  J Hum Genet       Date:  2016-06-16       Impact factor: 3.172

9.  Defining the role of common variation in the genomic and biological architecture of adult human height.

Authors:  Andrew R Wood; Tonu Esko; Jian Yang; Sailaja Vedantam; Tune H Pers; Stefan Gustafsson; Audrey Y Chu; Karol Estrada; Jian'an Luan; Zoltán Kutalik; Najaf Amin; Martin L Buchkovich; Damien C Croteau-Chonka; Felix R Day; Yanan Duan; Tove Fall; Rudolf Fehrmann; Teresa Ferreira; Anne U Jackson; Juha Karjalainen; Ken Sin Lo; Adam E Locke; Reedik Mägi; Evelin Mihailov; Eleonora Porcu; Joshua C Randall; André Scherag; Anna A E Vinkhuyzen; Harm-Jan Westra; Thomas W Winkler; Tsegaselassie Workalemahu; Jing Hua Zhao; Devin Absher; Eva Albrecht; Denise Anderson; Jeffrey Baron; Marian Beekman; Ayse Demirkan; Georg B Ehret; Bjarke Feenstra; Mary F Feitosa; Krista Fischer; Ross M Fraser; Anuj Goel; Jian Gong; Anne E Justice; Stavroula Kanoni; Marcus E Kleber; Kati Kristiansson; Unhee Lim; Vaneet Lotay; Julian C Lui; Massimo Mangino; Irene Mateo Leach; Carolina Medina-Gomez; Michael A Nalls; Dale R Nyholt; Cameron D Palmer; Dorota Pasko; Sonali Pechlivanis; Inga Prokopenko; Janina S Ried; Stephan Ripke; Dmitry Shungin; Alena Stancáková; Rona J Strawbridge; Yun Ju Sung; Toshiko Tanaka; Alexander Teumer; Stella Trompet; Sander W van der Laan; Jessica van Setten; Jana V Van Vliet-Ostaptchouk; Zhaoming Wang; Loïc Yengo; Weihua Zhang; Uzma Afzal; Johan Arnlöv; Gillian M Arscott; Stefania Bandinelli; Amy Barrett; Claire Bellis; Amanda J Bennett; Christian Berne; Matthias Blüher; Jennifer L Bolton; Yvonne Böttcher; Heather A Boyd; Marcel Bruinenberg; Brendan M Buckley; Steven Buyske; Ida H Caspersen; Peter S Chines; Robert Clarke; Simone Claudi-Boehm; Matthew Cooper; E Warwick Daw; Pim A De Jong; Joris Deelen; Graciela Delgado; Josh C Denny; Rosalie Dhonukshe-Rutten; Maria Dimitriou; Alex S F Doney; Marcus Dörr; Niina Eklund; Elodie Eury; Lasse Folkersen; Melissa E Garcia; Frank Geller; Vilmantas Giedraitis; Alan S Go; Harald Grallert; Tanja B Grammer; Jürgen Gräßler; Henrik Grönberg; Lisette C P G M de Groot; Christopher J Groves; Jeffrey Haessler; Per Hall; Toomas Haller; Goran Hallmans; Anke Hannemann; Catharina A Hartman; Maija Hassinen; Caroline Hayward; Nancy L Heard-Costa; Quinta Helmer; Gibran Hemani; Anjali K Henders; Hans L Hillege; Mark A Hlatky; Wolfgang Hoffmann; Per Hoffmann; Oddgeir Holmen; Jeanine J Houwing-Duistermaat; Thomas Illig; Aaron Isaacs; Alan L James; Janina Jeff; Berit Johansen; Åsa Johansson; Jennifer Jolley; Thorhildur Juliusdottir; Juhani Junttila; Abel N Kho; Leena Kinnunen; Norman Klopp; Thomas Kocher; Wolfgang Kratzer; Peter Lichtner; Lars Lind; Jaana Lindström; Stéphane Lobbens; Mattias Lorentzon; Yingchang Lu; Valeriya Lyssenko; Patrik K E Magnusson; Anubha Mahajan; Marc Maillard; Wendy L McArdle; Colin A McKenzie; Stela McLachlan; Paul J McLaren; Cristina Menni; Sigrun Merger; Lili Milani; Alireza Moayyeri; Keri L Monda; Mario A Morken; Gabriele Müller; Martina Müller-Nurasyid; Arthur W Musk; Narisu Narisu; Matthias Nauck; Ilja M Nolte; Markus M Nöthen; Laticia Oozageer; Stefan Pilz; Nigel W Rayner; Frida Renstrom; Neil R Robertson; Lynda M Rose; Ronan Roussel; Serena Sanna; Hubert Scharnagl; Salome Scholtens; Fredrick R Schumacher; Heribert Schunkert; Robert A Scott; Joban Sehmi; Thomas Seufferlein; Jianxin Shi; Karri Silventoinen; Johannes H Smit; Albert Vernon Smith; Joanna Smolonska; Alice V Stanton; Kathleen Stirrups; David J Stott; Heather M Stringham; Johan Sundström; Morris A Swertz; Ann-Christine Syvänen; Bamidele O Tayo; Gudmar Thorleifsson; Jonathan P Tyrer; Suzanne van Dijk; Natasja M van Schoor; Nathalie van der Velde; Diana van Heemst; Floor V A van Oort; Sita H Vermeulen; Niek Verweij; Judith M Vonk; Lindsay L Waite; Melanie Waldenberger; Roman Wennauer; Lynne R Wilkens; Christina Willenborg; Tom Wilsgaard; Mary K Wojczynski; Andrew Wong; Alan F Wright; Qunyuan Zhang; Dominique Arveiler; Stephan J L Bakker; John Beilby; Richard N Bergman; Sven Bergmann; Reiner Biffar; John Blangero; Dorret I Boomsma; Stefan R Bornstein; Pascal Bovet; Paolo Brambilla; Morris J Brown; Harry Campbell; Mark J Caulfield; Aravinda Chakravarti; Rory Collins; Francis S Collins; Dana C Crawford; L Adrienne Cupples; John Danesh; Ulf de Faire; Hester M den Ruijter; Raimund Erbel; Jeanette Erdmann; Johan G Eriksson; Martin Farrall; Ele Ferrannini; Jean Ferrières; Ian Ford; Nita G Forouhi; Terrence Forrester; Ron T Gansevoort; Pablo V Gejman; Christian Gieger; Alain Golay; Omri Gottesman; Vilmundur Gudnason; Ulf Gyllensten; David W Haas; Alistair S Hall; Tamara B Harris; Andrew T Hattersley; Andrew C Heath; Christian Hengstenberg; Andrew A Hicks; Lucia A Hindorff; Aroon D Hingorani; Albert Hofman; G Kees Hovingh; Steve E Humphries; Steven C Hunt; Elina Hypponen; Kevin B Jacobs; Marjo-Riitta Jarvelin; Pekka Jousilahti; Antti M Jula; Jaakko Kaprio; John J P Kastelein; Manfred Kayser; Frank Kee; Sirkka M Keinanen-Kiukaanniemi; Lambertus A Kiemeney; Jaspal S Kooner; Charles Kooperberg; Seppo Koskinen; Peter Kovacs; Aldi T Kraja; Meena Kumari; Johanna Kuusisto; Timo A Lakka; Claudia Langenberg; Loic Le Marchand; Terho Lehtimäki; Sara Lupoli; Pamela A F Madden; Satu Männistö; Paolo Manunta; André Marette; Tara C Matise; Barbara McKnight; Thomas Meitinger; Frans L Moll; Grant W Montgomery; Andrew D Morris; Andrew P Morris; Jeffrey C Murray; Mari Nelis; Claes Ohlsson; Albertine J Oldehinkel; Ken K Ong; Willem H Ouwehand; Gerard Pasterkamp; Annette Peters; Peter P Pramstaller; Jackie F Price; Lu Qi; Olli T Raitakari; Tuomo Rankinen; D C Rao; Treva K Rice; Marylyn Ritchie; Igor Rudan; Veikko Salomaa; Nilesh J Samani; Jouko Saramies; Mark A Sarzynski; Peter E H Schwarz; Sylvain Sebert; Peter Sever; Alan R Shuldiner; Juha Sinisalo; Valgerdur Steinthorsdottir; Ronald P Stolk; Jean-Claude Tardif; Anke Tönjes; Angelo Tremblay; Elena Tremoli; Jarmo Virtamo; Marie-Claude Vohl; Philippe Amouyel; Folkert W Asselbergs; Themistocles L Assimes; Murielle Bochud; Bernhard O Boehm; Eric Boerwinkle; Erwin P Bottinger; Claude Bouchard; Stéphane Cauchi; John C Chambers; Stephen J Chanock; Richard S Cooper; Paul I W de Bakker; George Dedoussis; Luigi Ferrucci; Paul W Franks; Philippe Froguel; Leif C Groop; Christopher A Haiman; Anders Hamsten; M Geoffrey Hayes; Jennie Hui; David J Hunter; Kristian Hveem; J Wouter Jukema; Robert C Kaplan; Mika Kivimaki; Diana Kuh; Markku Laakso; Yongmei Liu; Nicholas G Martin; Winfried März; Mads Melbye; Susanne Moebus; Patricia B Munroe; Inger Njølstad; Ben A Oostra; Colin N A Palmer; Nancy L Pedersen; Markus Perola; Louis Pérusse; Ulrike Peters; Joseph E Powell; Chris Power; Thomas Quertermous; Rainer Rauramaa; Eva Reinmaa; Paul M Ridker; Fernando Rivadeneira; Jerome I Rotter; Timo E Saaristo; Danish Saleheen; David Schlessinger; P Eline Slagboom; Harold Snieder; Tim D Spector; Konstantin Strauch; Michael Stumvoll; Jaakko Tuomilehto; Matti Uusitupa; Pim van der Harst; Henry Völzke; Mark Walker; Nicholas J Wareham; Hugh Watkins; H-Erich Wichmann; James F Wilson; Pieter Zanen; Panos Deloukas; Iris M Heid; Cecilia M Lindgren; Karen L Mohlke; Elizabeth K Speliotes; Unnur Thorsteinsdottir; Inês Barroso; Caroline S Fox; Kari E North; David P Strachan; Jacques S Beckmann; Sonja I Berndt; Michael Boehnke; Ingrid B Borecki; Mark I McCarthy; Andres Metspalu; Kari Stefansson; André G Uitterlinden; Cornelia M van Duijn; Lude Franke; Cristen J Willer; Alkes L Price; Guillaume Lettre; Ruth J F Loos; Michael N Weedon; Erik Ingelsson; Jeffrey R O'Connell; Goncalo R Abecasis; Daniel I Chasman; Michael E Goddard; Peter M Visscher; Joel N Hirschhorn; Timothy M Frayling
Journal:  Nat Genet       Date:  2014-10-05       Impact factor: 38.330

10.  Partitioning heritability by functional annotation using genome-wide association summary statistics.

Authors:  Hilary K Finucane; Brendan Bulik-Sullivan; Alexander Gusev; Gosia Trynka; Yakir Reshef; Po-Ru Loh; Verneri Anttila; Han Xu; Chongzhi Zang; Kyle Farh; Stephan Ripke; Felix R Day; Shaun Purcell; Eli Stahl; Sara Lindstrom; John R B Perry; Yukinori Okada; Soumya Raychaudhuri; Mark J Daly; Nick Patterson; Benjamin M Neale; Alkes L Price
Journal:  Nat Genet       Date:  2015-09-28       Impact factor: 38.330

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  18 in total

1.  Genetic architecture of microRNA expression and its link to complex diseases in the Japanese population.

Authors:  Kyuto Sonehara; Saori Sakaue; Yuichi Maeda; Jun Hirata; Toshihiro Kishikawa; Kenichi Yamamoto; Hidetoshi Matsuoka; Maiko Yoshimura; Takuro Nii; Shiro Ohshima; Atsushi Kumanogoh; Yukinori Okada
Journal:  Hum Mol Genet       Date:  2022-06-04       Impact factor: 5.121

Review 2.  Advances in genetics toward identifying pathogenic cell states of rheumatoid arthritis.

Authors:  Tiffany Amariuta; Yang Luo; Rachel Knevel; Yukinori Okada; Soumya Raychaudhuri
Journal:  Immunol Rev       Date:  2019-11-28       Impact factor: 12.988

Review 3.  Pathogenesis and treatment of autoimmune rheumatic diseases.

Authors:  Eric Liu; Andras Perl
Journal:  Curr Opin Rheumatol       Date:  2019-05       Impact factor: 5.006

Review 4.  Multi-omics study for interpretation of genome-wide association study.

Authors:  Masato Akiyama
Journal:  J Hum Genet       Date:  2020-09-18       Impact factor: 3.172

5.  miRNA contributions to pediatric-onset multiple sclerosis inferred from GWAS.

Authors:  Brooke Rhead; Xiaorong Shao; Jennifer S Graves; Tanuja Chitnis; Amy T Waldman; Timothy Lotze; Teri Schreiner; Anita Belman; Lauren Krupp; Benjamin M Greenberg; Bianca Weinstock-Guttman; Gregory Aaen; Jan M Tillema; Moses Rodriguez; Janace Hart; Stacy Caillier; Jayne Ness; Yolanda Harris; Jennifer Rubin; Meghan S Candee; Mark Gorman; Leslie Benson; Soe Mar; Ilana Kahn; John Rose; T Charles Casper; Hong Quach; Diana Quach; Catherine Schaefer; Emmanuelle Waubant; Lisa F Barcellos
Journal:  Ann Clin Transl Neurol       Date:  2019-05-15       Impact factor: 4.511

6.  Evidences from a Systematic Review and Meta-Analysis Unveil the Role of MiRNA Polymorphisms in the Predisposition to Female Neoplasms.

Authors:  Milad Bastami; Jalal Choupani; Zahra Saadatian; Sepideh Zununi Vahed; Elaheh Ouladsahebmadarek; Yasser Mansoori; Abdolreza Daraei; Hossein Samadi Kafil; Bahman Yousefi; Mahdi Mahdipour; Andrea Masotti; Ziba Nariman-Saleh-Fam
Journal:  Int J Mol Sci       Date:  2019-10-14       Impact factor: 5.923

Review 7.  Elucidation of disease etiology by trans-layer omics analysis.

Authors:  Yuya Shirai; Yukinori Okada
Journal:  Inflamm Regen       Date:  2021-02-08

Review 8.  The Impact of Cigarette Smoking on Risk of Rheumatoid Arthritis: A Narrative Review.

Authors:  Yuki Ishikawa; Chikashi Terao
Journal:  Cells       Date:  2020-02-19       Impact factor: 6.600

9.  Genome-Wide Natural Selection Signatures Are Linked to Genetic Risk of Modern Phenotypes in the Japanese Population.

Authors:  Yoshiaki Yasumizu; Saori Sakaue; Takahiro Konuma; Ken Suzuki; Koichi Matsuda; Yoshinori Murakami; Michiaki Kubo; Pier Francesco Palamara; Yoichiro Kamatani; Yukinori Okada
Journal:  Mol Biol Evol       Date:  2020-05-01       Impact factor: 16.240

10.  Association of the RPA3-UMAD1 locus with interstitial lung diseases complicated with rheumatoid arthritis in Japanese.

Authors:  Yuya Shirai; Suguru Honda; Katsunori Ikari; Masahiro Kanai; Yoshito Takeda; Yoichiro Kamatani; Takayuki Morisaki; Eiichi Tanaka; Atsushi Kumanogoh; Masayoshi Harigai; Yukinori Okada
Journal:  Ann Rheum Dis       Date:  2020-07-31       Impact factor: 19.103

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