Integrative multi-omics database (iMOMdb) of Asian pregnant women. Issue 18 (21st April 2022)
- Record Type:
- Journal Article
- Title:
- Integrative multi-omics database (iMOMdb) of Asian pregnant women. Issue 18 (21st April 2022)
- Main Title:
- Integrative multi-omics database (iMOMdb) of Asian pregnant women
- Authors:
- Pan, Hong
Tan, Pei Fang
Lim, Ives Y
Huan, Jason
Teh, Ai Ling
Chen, Li
Gong, Min
Tin, Felicia
Mir, Sartaj Ahmad
Narasimhan, Kothandaraman
Chan, Jerry K Y
Tan, Kok Hian
Kobor, Michael S
Meikle, Peter J
Wenk, Markus R
Chong, Yap Seng
Eriksson, Johan G
Gluckman, Peter D
Karnani, Neerja - Abstract:
- 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 pregnantAbstract: 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. … (more)
- Is Part Of:
- Human molecular genetics. Volume 31:Issue 18(2022)
- Journal:
- Human molecular genetics
- Issue:
- Volume 31:Issue 18(2022)
- Issue Display:
- Volume 31, Issue 18 (2022)
- Year:
- 2022
- Volume:
- 31
- Issue:
- 18
- Issue Sort Value:
- 2022-0031-0018-0000
- Page Start:
- 3051
- Page End:
- 3067
- Publication Date:
- 2022-04-21
- Subjects:
- Human molecular genetics -- Periodicals
Human chromosome abnormalities -- Periodicals
572.8 - Journal URLs:
- http://hmg.oxfordjournals.org/ ↗
http://ukcatalogue.oup.com/ ↗ - DOI:
- 10.1093/hmg/ddac079 ↗
- Languages:
- English
- ISSNs:
- 0964-6906
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4336.198000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 23257.xml