Literature DB >> 30911161

Gene expression imputation across multiple brain regions provides insights into schizophrenia risk.

Laura M Huckins1,2,3,4, Amanda Dobbyn5,6, Douglas M Ruderfer7, Gabriel Hoffman5,8, Weiqing Wang5,6, Antonio F Pardiñas9, Veera M Rajagopal10,11,12, Thomas D Als10,11,12, Hoang T Nguyen5,6, Kiran Girdhar5,6, James Boocock13, Panos Roussos5,6,14,8, Menachem Fromer5,6, Robin Kramer15, Enrico Domenici16, Eric R Gamazon7,17, Shaun Purcell5,6,8, Ditte Demontis10,11,12, Anders D Børglum10,11,12, James T R Walters9, Michael C O'Donovan9, Patrick Sullivan18,19, Michael J Owen9, Bernie Devlin20, Solveig K Sieberts21, Nancy J Cox7, Hae Kyung Im22, Pamela Sklar5,6,14,8, Eli A Stahl5,6,14,8.   

Abstract

Transcriptomic imputation approaches combine eQTL reference panels with large-scale genotype data in order to test associations between disease and gene expression. These genic associations could elucidate signals in complex genome-wide association study (GWAS) loci and may disentangle the role of different tissues in disease development. We used the largest eQTL reference panel for the dorso-lateral prefrontal cortex (DLPFC) to create a set of gene expression predictors and demonstrate their utility. We applied DLPFC and 12 GTEx-brain predictors to 40,299 schizophrenia cases and 65,264 matched controls for a large transcriptomic imputation study of schizophrenia. We identified 413 genic associations across 13 brain regions. Stepwise conditioning identified 67 non-MHC genes, of which 14 did not fall within previous GWAS loci. We identified 36 significantly enriched pathways, including hexosaminidase-A deficiency, and multiple porphyric disorder pathways. We investigated developmental expression patterns among the 67 non-MHC genes and identified specific groups of pre- and postnatal expression.

Entities:  

Mesh:

Year:  2019        PMID: 30911161      PMCID: PMC7034316          DOI: 10.1038/s41588-019-0364-4

Source DB:  PubMed          Journal:  Nat Genet        ISSN: 1061-4036            Impact factor:   38.330


  83 in total

1.  The sva package for removing batch effects and other unwanted variation in high-throughput experiments.

Authors:  Jeffrey T Leek; W Evan Johnson; Hilary S Parker; Andrew E Jaffe; John D Storey
Journal:  Bioinformatics       Date:  2012-01-17       Impact factor: 6.937

2.  Collective dynamics of 'small-world' networks.

Authors:  D J Watts; S H Strogatz
Journal:  Nature       Date:  1998-06-04       Impact factor: 49.962

3.  Integration of summary data from GWAS and eQTL studies predicts complex trait gene targets.

Authors:  Zhihong Zhu; Futao Zhang; Han Hu; Andrew Bakshi; Matthew R Robinson; Joseph E Powell; Grant W Montgomery; Michael E Goddard; Naomi R Wray; Peter M Visscher; Jian Yang
Journal:  Nat Genet       Date:  2016-03-28       Impact factor: 38.330

4.  High frequencies of de novo CNVs in bipolar disorder and schizophrenia.

Authors:  Dheeraj Malhotra; Shane McCarthy; Jacob J Michaelson; Vladimir Vacic; Katherine E Burdick; Seungtai Yoon; Sven Cichon; Aiden Corvin; Sydney Gary; Elliot S Gershon; Michael Gill; Maria Karayiorgou; John R Kelsoe; Olga Krastoshevsky; Verena Krause; Ellen Leibenluft; Deborah L Levy; Vladimir Makarov; Abhishek Bhandari; Anil K Malhotra; Francis J McMahon; Markus M Nöthen; James B Potash; Marcella Rietschel; Thomas G Schulze; Jonathan Sebat
Journal:  Neuron       Date:  2011-12-22       Impact factor: 17.173

5.  Integrative approaches for large-scale transcriptome-wide association studies.

Authors:  Alexander Gusev; Arthur Ko; Huwenbo Shi; Gaurav Bhatia; Wonil Chung; Brenda W J H Penninx; Rick Jansen; Eco J C de Geus; Dorret I Boomsma; Fred A Wright; Patrick F Sullivan; Elina Nikkola; Marcus Alvarez; Mete Civelek; Aldons J Lusis; Terho Lehtimäki; Emma Raitoharju; Mika Kähönen; Ilkka Seppälä; Olli T Raitakari; Johanna Kuusisto; Markku Laakso; Alkes L Price; Päivi Pajukanta; Bogdan Pasaniuc
Journal:  Nat Genet       Date:  2016-02-08       Impact factor: 38.330

Review 6.  Is the mTOR-signalling cascade disrupted in Schizophrenia?

Authors:  Anand Gururajan; Maarten van den Buuse
Journal:  J Neurochem       Date:  2013-12-25       Impact factor: 5.372

7.  Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index.

Authors:  Elizabeth K Speliotes; Cristen J Willer; Sonja I Berndt; Keri L Monda; Gudmar Thorleifsson; Anne U Jackson; Hana Lango Allen; Cecilia M Lindgren; Jian'an Luan; Reedik Mägi; Joshua C Randall; Sailaja Vedantam; Thomas W Winkler; Lu Qi; Tsegaselassie Workalemahu; Iris M Heid; Valgerdur Steinthorsdottir; Heather M Stringham; Michael N Weedon; Eleanor Wheeler; Andrew R Wood; Teresa Ferreira; Robert J Weyant; Ayellet V Segrè; Karol Estrada; Liming Liang; James Nemesh; Ju-Hyun Park; Stefan Gustafsson; Tuomas O Kilpeläinen; Jian Yang; Nabila Bouatia-Naji; Tõnu Esko; Mary F Feitosa; Zoltán Kutalik; Massimo Mangino; Soumya Raychaudhuri; Andre Scherag; Albert Vernon Smith; Ryan Welch; Jing Hua Zhao; Katja K Aben; Devin M Absher; Najaf Amin; Anna L Dixon; Eva Fisher; Nicole L Glazer; Michael E Goddard; Nancy L Heard-Costa; Volker Hoesel; Jouke-Jan Hottenga; Asa Johansson; Toby Johnson; Shamika Ketkar; Claudia Lamina; Shengxu Li; Miriam F Moffatt; Richard H Myers; Narisu Narisu; John R B Perry; Marjolein J Peters; Michael Preuss; Samuli Ripatti; Fernando Rivadeneira; Camilla Sandholt; Laura J Scott; Nicholas J Timpson; Jonathan P Tyrer; Sophie van Wingerden; Richard M Watanabe; Charles C White; Fredrik Wiklund; Christina Barlassina; Daniel I Chasman; Matthew N Cooper; John-Olov Jansson; Robert W Lawrence; Niina Pellikka; Inga Prokopenko; Jianxin Shi; Elisabeth Thiering; Helene Alavere; Maria T S Alibrandi; Peter Almgren; Alice M Arnold; Thor Aspelund; Larry D Atwood; Beverley Balkau; Anthony J Balmforth; Amanda J Bennett; Yoav Ben-Shlomo; Richard N Bergman; Sven Bergmann; Heike Biebermann; Alexandra I F Blakemore; Tanja Boes; Lori L Bonnycastle; Stefan R Bornstein; Morris J Brown; Thomas A Buchanan; Fabio Busonero; Harry Campbell; Francesco P Cappuccio; Christine Cavalcanti-Proença; Yii-Der Ida Chen; Chih-Mei Chen; Peter S Chines; Robert Clarke; Lachlan Coin; John Connell; Ian N M Day; Martin den Heijer; Jubao Duan; Shah Ebrahim; Paul Elliott; Roberto Elosua; Gudny Eiriksdottir; Michael R Erdos; Johan G Eriksson; Maurizio F Facheris; Stephan B Felix; Pamela Fischer-Posovszky; Aaron R Folsom; Nele Friedrich; Nelson B Freimer; Mao Fu; Stefan Gaget; Pablo V Gejman; Eco J C Geus; Christian Gieger; Anette P Gjesing; Anuj Goel; Philippe Goyette; Harald Grallert; Jürgen Grässler; Danielle M Greenawalt; Christopher J Groves; Vilmundur Gudnason; Candace Guiducci; Anna-Liisa Hartikainen; Neelam Hassanali; Alistair S Hall; Aki S Havulinna; Caroline Hayward; Andrew C Heath; Christian Hengstenberg; Andrew A Hicks; Anke Hinney; Albert Hofman; Georg Homuth; Jennie Hui; Wilmar Igl; Carlos Iribarren; Bo Isomaa; Kevin B Jacobs; Ivonne Jarick; Elizabeth Jewell; Ulrich John; Torben Jørgensen; Pekka Jousilahti; Antti Jula; Marika Kaakinen; Eero Kajantie; Lee M Kaplan; Sekar Kathiresan; Johannes Kettunen; Leena Kinnunen; Joshua W Knowles; Ivana Kolcic; Inke R König; Seppo Koskinen; Peter Kovacs; Johanna Kuusisto; Peter Kraft; Kirsti Kvaløy; Jaana Laitinen; Olivier Lantieri; Chiara Lanzani; Lenore J Launer; Cecile Lecoeur; Terho Lehtimäki; Guillaume Lettre; Jianjun Liu; Marja-Liisa Lokki; Mattias Lorentzon; Robert N Luben; Barbara Ludwig; Paolo Manunta; Diana Marek; Michel Marre; Nicholas G Martin; Wendy L McArdle; Anne McCarthy; Barbara McKnight; Thomas Meitinger; Olle Melander; David Meyre; Kristian Midthjell; Grant W Montgomery; Mario A Morken; Andrew P Morris; Rosanda Mulic; Julius S Ngwa; Mari Nelis; Matt J Neville; Dale R Nyholt; Christopher J O'Donnell; Stephen O'Rahilly; Ken K Ong; Ben Oostra; Guillaume Paré; Alex N Parker; Markus Perola; Irene Pichler; Kirsi H Pietiläinen; Carl G P Platou; Ozren Polasek; Anneli Pouta; Suzanne Rafelt; Olli Raitakari; Nigel W Rayner; Martin Ridderstråle; Winfried Rief; Aimo Ruokonen; Neil R Robertson; Peter Rzehak; Veikko Salomaa; Alan R Sanders; Manjinder S Sandhu; Serena Sanna; Jouko Saramies; Markku J Savolainen; Susann Scherag; Sabine Schipf; Stefan Schreiber; Heribert Schunkert; Kaisa Silander; Juha Sinisalo; David S Siscovick; Jan H Smit; Nicole Soranzo; Ulla Sovio; Jonathan Stephens; Ida Surakka; Amy J Swift; Mari-Liis Tammesoo; Jean-Claude Tardif; Maris Teder-Laving; Tanya M Teslovich; John R Thompson; Brian Thomson; Anke Tönjes; Tiinamaija Tuomi; Joyce B J van Meurs; Gert-Jan van Ommen; Vincent Vatin; Jorma Viikari; Sophie Visvikis-Siest; Veronique Vitart; Carla I G Vogel; Benjamin F Voight; Lindsay L Waite; Henri Wallaschofski; G Bragi Walters; Elisabeth Widen; Susanna Wiegand; Sarah H Wild; Gonneke Willemsen; Daniel R Witte; Jacqueline C Witteman; Jianfeng Xu; Qunyuan Zhang; Lina Zgaga; Andreas Ziegler; Paavo Zitting; John P Beilby; I Sadaf Farooqi; Johannes Hebebrand; Heikki V Huikuri; Alan L James; Mika Kähönen; Douglas F Levinson; Fabio Macciardi; Markku S Nieminen; Claes Ohlsson; Lyle J Palmer; Paul M Ridker; Michael Stumvoll; Jacques S Beckmann; Heiner Boeing; Eric Boerwinkle; Dorret I Boomsma; Mark J Caulfield; Stephen J Chanock; Francis S Collins; L Adrienne Cupples; George Davey Smith; Jeanette Erdmann; Philippe Froguel; Henrik Grönberg; Ulf Gyllensten; Per Hall; Torben Hansen; Tamara B Harris; Andrew T Hattersley; Richard B Hayes; Joachim Heinrich; Frank B Hu; Kristian Hveem; Thomas Illig; Marjo-Riitta Jarvelin; Jaakko Kaprio; Fredrik Karpe; Kay-Tee Khaw; Lambertus A Kiemeney; Heiko Krude; Markku Laakso; Debbie A Lawlor; Andres Metspalu; Patricia B Munroe; Willem H Ouwehand; Oluf Pedersen; Brenda W Penninx; Annette Peters; Peter P Pramstaller; Thomas Quertermous; Thomas Reinehr; Aila Rissanen; Igor Rudan; Nilesh J Samani; Peter E H Schwarz; Alan R Shuldiner; Timothy D Spector; Jaakko Tuomilehto; Manuela Uda; André Uitterlinden; Timo T Valle; Martin Wabitsch; Gérard Waeber; Nicholas J Wareham; Hugh Watkins; James F Wilson; Alan F Wright; M Carola Zillikens; Nilanjan Chatterjee; Steven A McCarroll; Shaun Purcell; Eric E Schadt; Peter M Visscher; Themistocles L Assimes; Ingrid B Borecki; Panos Deloukas; Caroline S Fox; Leif C Groop; Talin Haritunians; David J Hunter; Robert C Kaplan; Karen L Mohlke; Jeffrey R O'Connell; Leena Peltonen; David Schlessinger; David P Strachan; Cornelia M van Duijn; H-Erich Wichmann; Timothy M Frayling; Unnur Thorsteinsdottir; Gonçalo R Abecasis; Inês Barroso; Michael Boehnke; Kari Stefansson; Kari E North; Mark I McCarthy; Joel N Hirschhorn; Erik Ingelsson; Ruth J F Loos
Journal:  Nat Genet       Date:  2010-10-10       Impact factor: 38.330

8.  Copy number variation in schizophrenia in Sweden.

Authors:  J P Szatkiewicz; C O'Dushlaine; G Chen; K Chambert; J L Moran; B M Neale; M Fromer; D Ruderfer; S Akterin; S E Bergen; A Kähler; P K E Magnusson; Y Kim; J J Crowley; E Rees; G Kirov; M C O'Donovan; M J Owen; J Walters; E Scolnick; P Sklar; S Purcell; C M Hultman; S A McCarroll; P F Sullivan
Journal:  Mol Psychiatry       Date:  2014-04-29       Impact factor: 15.992

Review 9.  Diagnostic and treatment implications of psychosis secondary to treatable metabolic disorders in adults: a systematic review.

Authors:  Olivier Bonnot; Hans Hermann Klünemann; Frederic Sedel; Sylvie Tordjman; David Cohen; Mark Walterfang
Journal:  Orphanet J Rare Dis       Date:  2014-04-28       Impact factor: 4.123

10.  Bayesian test for colocalisation between pairs of genetic association studies using summary statistics.

Authors:  Claudia Giambartolomei; Damjan Vukcevic; Eric E Schadt; Lude Franke; Aroon D Hingorani; Chris Wallace; Vincent Plagnol
Journal:  PLoS Genet       Date:  2014-05-15       Impact factor: 5.917

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  58 in total

1.  Integrative analyses prioritize GNL3 as a risk gene for bipolar disorder.

Authors:  Qingtuan Meng; Le Wang; Rujia Dai; Jiawen Wang; Zongyao Ren; Sihan Liu; Yan Xia; Yi Jiang; Fangyuan Duan; Kangli Wang; Chunyu Liu; Chao Chen
Journal:  Mol Psychiatry       Date:  2020-08-21       Impact factor: 15.992

2.  Complexities of Understanding Function from CKD-Associated DNA Variants.

Authors:  Jennie Lin; Katalin Susztak
Journal:  Clin J Am Soc Nephrol       Date:  2020-06-08       Impact factor: 8.237

3.  Multi-tissue transcriptome analyses identify genetic mechanisms underlying neuropsychiatric traits.

Authors:  Eric R Gamazon; Aeilko H Zwinderman; Nancy J Cox; Damiaan Denys; Eske M Derks
Journal:  Nat Genet       Date:  2019-05-13       Impact factor: 38.330

4.  Mining GWAS and eQTL data for CF lung disease modifiers by gene expression imputation.

Authors:  Hong Dang; Deepika Polineni; Rhonda G Pace; Jaclyn R Stonebraker; Harriet Corvol; Garry R Cutting; Mitchell L Drumm; Lisa J Strug; Wanda K O'Neal; Michael R Knowles
Journal:  PLoS One       Date:  2020-11-30       Impact factor: 3.240

5.  The genome-wide risk alleles for psychiatric disorders at 3p21.1 show convergent effects on mRNA expression, cognitive function, and mushroom dendritic spine.

Authors:  Zhihui Yang; Danyang Zhou; Huijuan Li; Xin Cai; Weipeng Liu; Lu Wang; Hong Chang; Ming Li; Xiao Xiao
Journal:  Mol Psychiatry       Date:  2019-11-13       Impact factor: 15.992

6.  Genome-Wide Association Studies of Schizophrenia and Bipolar Disorder in a Diverse Cohort of US Veterans.

Authors:  Tim B Bigdeli; Ayman H Fanous; Yuli Li; Nallakkandi Rajeevan; Frederick Sayward; Giulio Genovese; Rishab Gupta; Krishnan Radhakrishnan; Anil K Malhotra; Ning Sun; Qiongshi Lu; Yiming Hu; Boyang Li; Quan Chen; Shrikant Mane; Perry Miller; Kei-Hoi Cheung; Raquel E Gur; Tiffany A Greenwood; David L Braff; Eric D Achtyes; Peter F Buckley; Michael A Escamilla; Douglas Lehrer; Dolores P Malaspina; Steven A McCarroll; Mark H Rapaport; Marquis P Vawter; Michele T Pato; Carlos N Pato; Hongyu Zhao; Thomas R Kosten; Mary Brophy; Saiju Pyarajan; Yunling Shi; Timothy J O'Leary; Theresa Gleason; Ronald Przygodzki; Sumitra Muralidhar; J Michael Gaziano; Grant D Huang; John Concato; Larry J Siever; Mihaela Aslan; Philip D Harvey
Journal:  Schizophr Bull       Date:  2021-03-16       Impact factor: 9.306

7.  Evaluating the cardiovascular safety of sclerostin inhibition using evidence from meta-analysis of clinical trials and human genetics.

Authors:  Jonas Bovijn; Kristi Krebs; Chia-Yen Chen; Ruth Boxall; Jenny C Censin; Teresa Ferreira; Sara L Pulit; Craig A Glastonbury; Samantha Laber; Iona Y Millwood; Kuang Lin; Liming Li; Zhengming Chen; Lili Milani; George Davey Smith; Robin G Walters; Reedik Mägi; Benjamin M Neale; Cecilia M Lindgren; Michael V Holmes
Journal:  Sci Transl Med       Date:  2020-06-24       Impact factor: 17.956

8.  Profiling gene expression in the human dentate gyrus granule cell layer reveals insights into schizophrenia and its genetic risk.

Authors:  Andrew E Jaffe; Daniel J Hoeppner; Takeshi Saito; Lou Blanpain; Joy Ukaigwe; Emily E Burke; Leonardo Collado-Torres; Ran Tao; Katsunori Tajinda; Kristen R Maynard; Matthew N Tran; Keri Martinowich; Amy Deep-Soboslay; Joo Heon Shin; Joel E Kleinman; Daniel R Weinberger; Mitsuyuki Matsumoto; Thomas M Hyde
Journal:  Nat Neurosci       Date:  2020-03-16       Impact factor: 24.884

Review 9.  Modeling the complex genetic architectures of brain disease.

Authors:  Michael B Fernando; Tim Ahfeldt; Kristen J Brennand
Journal:  Nat Genet       Date:  2020-03-23       Impact factor: 38.330

Review 10.  The polygenic architecture of schizophrenia - rethinking pathogenesis and nosology.

Authors:  Olav B Smeland; Oleksandr Frei; Anders M Dale; Ole A Andreassen
Journal:  Nat Rev Neurol       Date:  2020-06-11       Impact factor: 42.937

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