Hair Metabolomics: Identification of Fetal Compromise Provides Proof of Concept for Biomarker Discovery

被引:69
作者
Sulek, Karolina [1 ,2 ]
Han, Ting-Li [1 ,2 ]
Villas-Boas, Silas Granato [2 ]
Wishart, David Scott [3 ]
Soh, Shu-E [4 ,5 ]
Kwek, Kenneth [6 ]
Gluckman, Peter David [1 ,7 ]
Chong, Yap-Seng [7 ,8 ]
Kenny, Louise Claire [9 ]
Baker, Philip Newton [1 ]
机构
[1] Univ Auckland, Liggins Inst, Auckland 1, New Zealand
[2] Univ Auckland, Sch Biol Sci, Auckland 1, New Zealand
[3] Univ Alberta, Dept Biol Sci & Comp Sci, Edmonton, AB, Canada
[4] Natl Univ Singapore, Natl Univ Hlth Syst, Saw Swee Hock Sch Publ Hlth, Singapore 117548, Singapore
[5] Natl Univ Singapore, Natl Univ Hlth Syst, Yong Loo Lin Sch Med, Dept Paediat, Singapore 117548, Singapore
[6] KK Womens & Childrens Hosp, Dept Maternal & Fetal Med, Singapore, Singapore
[7] Singapore Inst Clin Sci, Agcy Sci Technol & Res, Singapore, Singapore
[8] Natl Univ Singapore, Natl Univ Hlth Syst, Yong Loo Lin Sch Med, Dept Obstet & Gynaecol, Singapore 117548, Singapore
[9] Natl Univ Ireland Univ Coll Cork, Irish Ctr Fetal & Neonatal Translat Res, Cork, Ireland
来源
THERANOSTICS | 2014年 / 4卷 / 09期
基金
英国医学研究理事会;
关键词
metabolite profiling; hair; biomarker; fetal growth restriction; GC-MS; GAS-CHROMATOGRAPHY; GROWTH RESTRICTION; PREECLAMPSIA; DIET; AGE;
D O I
10.7150/thno.9265
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Analysis of the human metabolome has yielded valuable insights into health, disease and toxicity. However, the metabolic profile of complex biological fluids such as blood is highly dynamic and this has limited the discovery of robust biomarkers. Hair grows relatively slowly, and both endogenous compounds and environmental exposures are incorporated from blood into hair during growth, which reflects the average chemical composition over several months. We used hair samples to study the metabolite profiles of women with pregnancies complicated by fetal growth restriction (FGR) and healthy matched controls. We report the use of GC-MS metabolite profiling of hair samples for biomarker discovery. Unsupervised statistical analysis showed complete discrimination of FGR from controls based on hair composition alone. A predictive model combining 5 metabolites produced an area under the receiver-operating curve of 0.998. This is the first study of the metabolome of human hair and demonstrates that this biological material contains robust biomarkers, which may lead to the development of a sensitive diagnostic tool for FGR, and perhaps more importantly, to stable biomarkers for a range of other diseases.
引用
收藏
页码:953 / 959
页数:7
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