Literature DB >> 35445712

Integrative multi-omics database (iMOMdb) of Asian pregnant women.

Hong Pan1,2, Pei Fang Tan1,2, Ives Y Lim1,2, Jason Huan1, Ai Ling Teh1,2, Li Chen1, Min Gong1, Felicia Tin1, Sartaj Ahmad Mir3,4, Kothandaraman Narasimhan1, Jerry K Y Chan5,6, Kok Hian Tan6,7, Michael S Kobor8,9, Peter J Meikle10, Markus R Wenk3,4, Yap Seng Chong1,11, Johan G Eriksson1,11,12,13, Peter D Gluckman1,14, Neerja Karnani1,2,3.   

Abstract

Asians are underrepresented across many omics databases, thereby limiting the potential of precision medicine in nearly 60% of the global population. As such, there is a pressing need for multi-omics derived quantitative trait loci (QTLs) to fill the knowledge gap of complex traits in populations of Asian ancestry. Here, we provide the first blood-based multi-omics analysis of Asian pregnant women, constituting high-resolution genotyping (N = 1079), DNA methylation (N = 915) and transcriptome profiling (N = 238). Integrative omics analysis identified 219 154 CpGs associated with cis-DNA methylation QTLs (meQTLs) and 3703 RNAs associated with cis-RNA expression QTLs (eQTLs). Ethnicity was the largest contributor of inter-individual variation across all omics datasets, with 2561 genes identified as hotspots of this variation; 395 of these hotspot genes also contained both ethnicity-specific eQTLs and meQTLs. Gene set enrichment analysis of these ethnicity QTL hotspots showed pathways involved in lipid metabolism, adaptive immune system and carbohydrate metabolism. Pathway validation by profiling the lipidome (~480 lipids) of antenatal plasma (N = 752) and placenta (N = 1042) in the same cohort showed significant lipid differences among Chinese, Malay and Indian women, validating ethnicity-QTL gene effects across different tissue types. To develop deeper insights into the complex traits and benefit future precision medicine research in Asian pregnant women, we developed iMOMdb, an open-access database.
© The Author(s) 2021. Published by Oxford University Press.

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Year:  2022        PMID: 35445712      PMCID: PMC9476622          DOI: 10.1093/hmg/ddac079

Source DB:  PubMed          Journal:  Hum Mol Genet        ISSN: 0964-6906            Impact factor:   5.121


  60 in total

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Authors:  Jeffrey T Leek; W Evan Johnson; Hilary S Parker; Andrew E Jaffe; John D Storey
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Authors:  Alexander Dobin; Carrie A Davis; Felix Schlesinger; Jorg Drenkow; Chris Zaleski; Sonali Jha; Philippe Batut; Mark Chaisson; Thomas R Gingeras
Journal:  Bioinformatics       Date:  2012-10-25       Impact factor: 6.937

3.  Large-Scale Whole-Genome Sequencing of Three Diverse Asian Populations in Singapore.

Authors:  Degang Wu; Jinzhuang Dou; Xiaoran Chai; Claire Bellis; Andreas Wilm; Chih Chuan Shih; Wendy Wei Jia Soon; Nicolas Bertin; Clarabelle Bitong Lin; Chiea Chuen Khor; Michael DeGiorgio; Shanshan Cheng; Li Bao; Neerja Karnani; William Ying Khee Hwang; Sonia Davila; Patrick Tan; Asim Shabbir; Angela Moh; Eng-King Tan; Jia Nee Foo; Liuh Ling Goh; Khai Pang Leong; Roger S Y Foo; Carolyn Su Ping Lam; Arthur Mark Richards; Ching-Yu Cheng; Tin Aung; Tien Yin Wong; Huck Hui Ng; Jianjun Liu; Chaolong Wang
Journal:  Cell       Date:  2019-10-17       Impact factor: 41.582

4.  limma powers differential expression analyses for RNA-sequencing and microarray studies.

Authors:  Matthew E Ritchie; Belinda Phipson; Di Wu; Yifang Hu; Charity W Law; Wei Shi; Gordon K Smyth
Journal:  Nucleic Acids Res       Date:  2015-01-20       Impact factor: 16.971

5.  Plasma lipid profiling in a large population-based cohort.

Authors:  Jacquelyn M Weir; Gerard Wong; Christopher K Barlow; Melissa A Greeve; Adam Kowalczyk; Laura Almasy; Anthony G Comuzzie; Michael C Mahaney; Jeremy B M Jowett; Jonathan Shaw; Joanne E Curran; John Blangero; Peter J Meikle
Journal:  J Lipid Res       Date:  2013-07-18       Impact factor: 5.922

6.  Genetic loci associated with plasma phospholipid n-3 fatty acids: a meta-analysis of genome-wide association studies from the CHARGE Consortium.

Authors:  Rozenn N Lemaitre; Toshiko Tanaka; Weihong Tang; Ani Manichaikul; Millennia Foy; Edmond K Kabagambe; Jennifer A Nettleton; Irena B King; Lu-Chen Weng; Sayanti Bhattacharya; Stefania Bandinelli; Joshua C Bis; Stephen S Rich; David R Jacobs; Antonio Cherubini; Barbara McKnight; Shuang Liang; Xiangjun Gu; Kenneth Rice; Cathy C Laurie; Thomas Lumley; Brian L Browning; Bruce M Psaty; Yii-Der I Chen; Yechiel Friedlander; Luc Djousse; Jason H Y Wu; David S Siscovick; André G Uitterlinden; Donna K Arnett; Luigi Ferrucci; Myriam Fornage; Michael Y Tsai; Dariush Mozaffarian; Lyn M Steffen
Journal:  PLoS Genet       Date:  2011-07-28       Impact factor: 5.917

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Journal:  G3 (Bethesda)       Date:  2011-11-01       Impact factor: 3.154

8.  Genetic Drivers of Epigenetic and Transcriptional Variation in Human Immune Cells.

Authors:  Lu Chen; Bing Ge; Francesco Paolo Casale; Louella Vasquez; Tony Kwan; Diego Garrido-Martín; Stephen Watt; Ying Yan; Kousik Kundu; Simone Ecker; Avik Datta; David Richardson; Frances Burden; Daniel Mead; Alice L Mann; Jose Maria Fernandez; Sophia Rowlston; Steven P Wilder; Samantha Farrow; Xiaojian Shao; John J Lambourne; Adriana Redensek; Cornelis A Albers; Vyacheslav Amstislavskiy; Sofie Ashford; Kim Berentsen; Lorenzo Bomba; Guillaume Bourque; David Bujold; Stephan Busche; Maxime Caron; Shu-Huang Chen; Warren Cheung; Oliver Delaneau; Emmanouil T Dermitzakis; Heather Elding; Irina Colgiu; Frederik O Bagger; Paul Flicek; Ehsan Habibi; Valentina Iotchkova; Eva Janssen-Megens; Bowon Kim; Hans Lehrach; Ernesto Lowy; Amit Mandoli; Filomena Matarese; Matthew T Maurano; John A Morris; Vera Pancaldi; Farzin Pourfarzad; Karola Rehnstrom; Augusto Rendon; Thomas Risch; Nilofar Sharifi; Marie-Michelle Simon; Marc Sultan; Alfonso Valencia; Klaudia Walter; Shuang-Yin Wang; Mattia Frontini; Stylianos E Antonarakis; Laura Clarke; Marie-Laure Yaspo; Stephan Beck; Roderic Guigo; Daniel Rico; Joost H A Martens; Willem H Ouwehand; Taco W Kuijpers; Dirk S Paul; Hendrik G Stunnenberg; Oliver Stegle; Kate Downes; Tomi Pastinen; Nicole Soranzo
Journal:  Cell       Date:  2016-11-17       Impact factor: 41.582

9.  Retinal transcriptome and eQTL analyses identify genes associated with age-related macular degeneration.

Authors:  Rinki Ratnapriya; Olukayode A Sosina; Margaret R Starostik; Madeline Kwicklis; Rebecca J Kapphahn; Lars G Fritsche; Ashley Walton; Marios Arvanitis; Linn Gieser; Alexandra Pietraszkiewicz; Sandra R Montezuma; Emily Y Chew; Alexis Battle; Gonçalo R Abecasis; Deborah A Ferrington; Nilanjan Chatterjee; Anand Swaroop
Journal:  Nat Genet       Date:  2019-02-11       Impact factor: 38.330

10.  Low-level processing of Illumina Infinium DNA Methylation BeadArrays.

Authors:  Timothy J Triche; Daniel J Weisenberger; David Van Den Berg; Peter W Laird; Kimberly D Siegmund
Journal:  Nucleic Acids Res       Date:  2013-03-09       Impact factor: 16.971

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