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The maternal serum metabolome by multisegment injection-capillary electrophoresis-mass spectrometry: a high-throughput platform and standardized data workflow for large-scale epidemiological studies

Authors :
Meera Shanmuganathan
Stephanie A. Atkinson
Sandi M. Azab
Padmaja Subbarao
Zachary Kroezen
Koon K. Teo
Sonia S. Anand
Russell J. de Souza
Dipika Desai
Biban Gill
Philip Britz-McKibbin
Source :
Nature Protocols. 16:1966-1994
Publication Year :
2021
Publisher :
Springer Science and Business Media LLC, 2021.

Abstract

A standardized data workflow is described for large-scale serum metabolomic studies using multisegment injection-capillary electrophoresis-mass spectrometry. Multiplexed separations increase throughput ( 75%) from a multi-ethnic cohort of pregnant women (n = 1,004). We outline a validated protocol implemented in four batches over a 7-month period that includes details on preventive maintenance, sample workup, data preprocessing and metabolite authentication. We achieve stringent quality control (QC) and robust batch correction of long-term signal drift with good mutual agreement for a wide range of metabolites, including serum glucose as compared to a clinical chemistry analyzer (mean bias = 11%, n = 668). Control charts for a recovery standard (mean CV = 12%, n = 2,412) and serum metabolites in QC samples (median CV = 13%, n = 202) demonstrate acceptable intermediate precision with a median intraclass coefficient of 0.87. We also report reference intervals for 53 serum metabolites from a diverse population of women in their second trimester of pregnancy. A standardized protocol and data workflow for high-throughput analysis of the maternal serum metabolome is outlined. It uses multisegment injection–capillary electrophoresis–mass spectrometry and is applied to a multi-ethnic cohort of pregnant women.

Details

ISSN :
17502799 and 17542189
Volume :
16
Database :
OpenAIRE
Journal :
Nature Protocols
Accession number :
edsair.doi.dedup.....8af0ac09ac79dc5dbf6c725fd5e2e653