Establishing multiple omics baselines for three Southeast Asian populations in the Singapore Integrative Omics Study

被引:40
作者
Saw, Woei-Yuh [1 ,2 ]
Tantoso, Erwin [1 ]
Begum, Husna [2 ,3 ]
Zhou, Lihan [4 ]
Zou, Ruiyang [4 ]
He, Cheng [4 ]
Chan, Sze Ling [5 ]
Tan, Linda Wei-Lin [1 ]
Wong, Lai-Ping [1 ]
Xu, Wenting [1 ]
Kyin, Don [1 ]
Moong, Nwe [1 ]
Lim, Yenly [1 ]
Li, Bowen [1 ]
Pillai, Nisha Esakimuthu [2 ]
Peterson, Trevor A. [6 ,7 ]
Bielawny, Tomasz [6 ,7 ]
Meikle, Peter J. [3 ,8 ]
Mundra, Piyushkumar A. [3 ]
Lim, Wei-Yen [1 ]
Luo, Ma [6 ,7 ]
Chia, Kee-Seng [1 ]
Ong, Rick Twee-Hee [1 ]
Brunham, Liam R. [5 ]
Khor, Chiea-Chuen
Too, Heng Phon [11 ,12 ,13 ]
Soong, Richie [14 ]
Wenk, Markus R. [2 ,9 ,15 ,16 ,17 ]
Little, Peter [2 ]
Teo, Yik-Ying [1 ,2 ,9 ,10 ,15 ,18 ]
机构
[1] Natl Univ Singapore, Saw Swee Hock Sch Publ Hlth, 12 Sci Dr, Singapore 117549, Singapore
[2] Natl Univ Singapore, Life Sci Inst, 28 Med Dr, Singapore 117456, Singapore
[3] Baker IDI Heart & Diabet Inst, 75 Commercial Rd, Melbourne, Vic 3004, Australia
[4] Agcy Sci Technol & Res Singapore, MiRXES, 10 Biopolis Rd, Singapore 138670, Singapore
[5] Agcy Sci Technol & Res Singapore, Translat Lab Genet Med, 8A Biomed Grove, Singapore 138648, Singapore
[6] Univ Manitoba, Dept Med Microbiol, 730 William Ave, Winnipeg, MB R3E 0Z2, Canada
[7] Natl Microbiol Lab, 1015 Arlington St, Winnipeg, MB R3E, Canada
[8] Univ Melbourne, Dept Biochem & Mol Biol, Bio21,30 Flemington Rd, Melbourne, Vic 3010, Australia
[9] Genome Inst Singapore, Agcy Sci Technol & Res Singapore, 60 Biopolis St, Singapore 138672, Singapore
[10] Singapore Eye Res Inst, 20 Coll Rd, Singapore 169856, Singapore
[11] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Biochem, 8 Med Dr, Singapore 117597, Singapore
[12] Singapore Massachusetts Inst Technol Alliance, Mol Engn Biol & Chem System Chem Pharmaceut Engn, 4 Engn Dr 3, Singapore 117576, Singapore
[13] BioprocTechnol Inst, A STAR Agcy Sci Technol & Res Singapore, 20 Biopolis Way, Singapore 138668, Singapore
[14] Natl Univ Singapore, Canc Sci Inst Singapore, 14 Med Dr, Singapore 117599, Singapore
[15] Natl Univ Singapore, NUS Grad Sch Integrat Sci & Engn, 28 Med Dr, Singapore 117456, Singapore
[16] Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, 1 West Beichen Rd, Beijing 100101, Peoples R China
[17] Natl Univ Singapore, Dept Biol Sci, 16 Sci Dr 4, Singapore 117543, Singapore
[18] Natl Univ Singapore, Dept Stat & Appl Probabil, 6 Sci Dr 2, Singapore 117546, Singapore
基金
新加坡国家研究基金会; 英国医学研究理事会;
关键词
TYPING IDENTIFIED 2; GENE-EXPRESSION; HYPERSENSITIVITY REACTIONS; POSITIVE SELECTION; HLA ALLELES; DATABASE; PHARMACOGENETICS; CARBAMAZEPINE; ASSOCIATION; DIVERSITY;
D O I
10.1038/s41467-017-00413-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The Singapore Integrative Omics Study provides valuable insights on establishing population reference measurement in 364 Chinese, Malay, and Indian individuals. These measurements include > 2.5 millions genetic variants, 21,649 transcripts expression, 282 lipid species quantification, and 284 clinical, lifestyle, and dietary variables. This concept paper introduces the depth of the data resource, and investigates the extent of ethnic variation at these omics and non-omics biomarkers. It is evident that there are specific biomarkers in each of these platforms to differentiate between the ethnicities, and intra-population analyses suggest that Chinese and Indians are the most biologically homogeneous and heterogeneous, respectively, of the three groups. Consistent patterns of correlations between lipid species also suggest the possibility of lipid tagging to simplify future lipidomics assays. The Singapore Integrative Omics Study is expected to allow the characterization of intra-omic and inter-omic correlations within and across all three ethnic groups through a systems biology approach.
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页数:11
相关论文
共 62 条
[1]   National Cancer Institute-Supported Clinical Trials Networks [J].
Abrams, Jeffrey ;
Kramer, Barry ;
Doroshow, James H. ;
Varmus, Harold .
JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (03) :293-293
[2]   Application of a functional genomics approach to identify differentially expressed genes in human myometrium during pregnancy and labour [J].
Aguan, K ;
Carvajal, JA ;
Thompson, LP ;
Weiner, CP .
MOLECULAR HUMAN REPRODUCTION, 2000, 6 (12) :1141-1145
[3]   Characterizing the genetic differences between two distinct migrant groups from Indo-European and Dravidian speaking populations in India [J].
Ali, Mohammad ;
Liu, Xuanyao ;
Pillai, Esakimuthu Nisha ;
Chen, Peng ;
Khor, Chiea-Chuen ;
Ong, Rick Twee-Hee ;
Teo, Yik-Ying .
BMC GENETICS, 2014, 15
[4]   An Efficient Single Phase Method for the Extraction of Plasma Lipids [J].
Alshehry, Zahir H. ;
Barlow, Christopher K. ;
Weir, Jacquelyn M. ;
Zhou, Youping ;
McConville, Malcolm J. ;
Meikle, Peter J. .
METABOLITES, 2015, 5 (02) :389-403
[5]   A global reference for human genetic variation [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Wang, Jun ;
Wilson, Richard K. ;
Boerwinkle, Eric ;
Doddapaneni, Harsha ;
Han, Yi ;
Korchina, Viktoriya ;
Kovar, Christie ;
Lee, Sandra ;
Muzny, Donna ;
Reid, Jeffrey G. ;
Zhu, Yiming ;
Chang, Yuqi ;
Feng, Qiang ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Lan, Tianming ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Liu, Shengmao ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Tang, Meifang ;
Wang, Bo .
NATURE, 2015, 526 (7571) :68-+
[6]  
Anderson W., 2017, BIORXIV
[7]   A global coalition to sustain core data [J].
Anderson, Warwick P. .
NATURE, 2017, 543 (7644) :179-179
[8]   CLUSTAG: hierarchical clustering and graph methods for selecting tag SNPs [J].
Ao, SI ;
Yip, K ;
Ng, M ;
Cheung, D ;
Fong, PY ;
Melhado, I ;
Sham, PC .
BIOINFORMATICS, 2005, 21 (08) :1735-1736
[9]   Gene Ontology Annotations and Resources [J].
Blake, J. A. ;
Dolan, M. ;
Drabkin, H. ;
Hill, D. P. ;
Ni, Li ;
Sitnikov, D. ;
Bridges, S. ;
Burgess, S. ;
Buza, T. ;
McCarthy, F. ;
Peddinti, D. ;
Pillai, L. ;
Carbon, S. ;
Dietze, H. ;
Ireland, A. ;
Lewis, S. E. ;
Mungall, C. J. ;
Gaudet, P. ;
Chisholm, R. L. ;
Fey, P. ;
Kibbe, W. A. ;
Basu, S. ;
Siegele, D. A. ;
McIntosh, B. K. ;
Renfro, D. P. ;
Zweifel, A. E. ;
Hu, J. C. ;
Brown, N. H. ;
Tweedie, S. ;
Alam-Faruque, Y. ;
Apweiler, R. ;
Auchinchloss, A. ;
Axelsen, K. ;
Bely, B. ;
Blatter, M-C. ;
Bonilla, C. ;
Bougueleret, L. ;
Boutet, E. ;
Breuza, L. ;
Bridge, A. ;
Chan, W. M. ;
Chavali, G. ;
Coudert, E. ;
Dimmer, E. ;
Estreicher, A. ;
Famiglietti, L. ;
Feuermann, M. ;
Gos, A. ;
Gruaz-Gumowski, N. ;
Hieta, R. .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D530-D535
[10]   The Genome of the Netherlands: design, and project goals [J].
Boomsma, Dorret I. ;
Wijmenga, Cisca ;
Slagboom, Eline P. ;
Swertz, Morris A. ;
Karssen, Lennart C. ;
Abdellaoui, Abdel ;
Ye, Kai ;
Guryev, Victor ;
Vermaat, Martijn ;
van Dijk, Freerk ;
Francioli, Laurent C. ;
Hottenga, Jouke Jan ;
Laros, Jeroen F. J. ;
Li, Qibin ;
Li, Yingrui ;
Cao, Hongzhi ;
Chen, Ruoyan ;
Du, Yuanping ;
Li, Ning ;
Cao, Sujie ;
van Setten, Jessica ;
Menelaou, Androniki ;
Pulit, Sara L. ;
Hehir-Kwa, Jayne Y. ;
Beekman, Marian ;
Elbers, Clara C. ;
Byelas, Heorhiy ;
de Craen, Anton J. M. ;
Deelen, Patrick ;
Dijkstra, Martijn ;
den Dunnen, Johan T. ;
de Knijff, Peter ;
Houwing-Duistermaat, Jeanine ;
Koval, Vyacheslav ;
Estrada, Karol ;
Hofman, Albert ;
Kanterakis, Alexandros ;
van Enckevort, David ;
Mai, Hailiang ;
Kattenberg, Mathijs ;
van Leeuwen, Elisabeth M. ;
Neerincx, Pieter B. T. ;
Oostra, Ben ;
Rivadeneira, Fernanodo ;
Suchiman, Eka H. D. ;
Uitterlinden, Andre G. ;
Willemsen, Gonneke ;
Wolffenbuttel, Bruce H. ;
Wang, Jun ;
de Bakker, Paul I. W. .
EUROPEAN JOURNAL OF HUMAN GENETICS, 2014, 22 (02) :221-227