Comparison of dried blood spot and plasma sampling for untargeted metabolomics.
Comparison
Dried blood spots
Metabolomics
Plasma
Journal
Metabolomics : Official journal of the Metabolomic Society
ISSN: 1573-3890
Titre abrégé: Metabolomics
Pays: United States
ID NLM: 101274889
Informations de publication
Date de publication:
23 06 2021
23 06 2021
Historique:
received:
19
03
2021
accepted:
11
06
2021
entrez:
24
6
2021
pubmed:
25
6
2021
medline:
19
1
2022
Statut:
epublish
Résumé
Untargeted metabolomics holds significant promise for biomarker detection and development. In resource-limited settings, a dried blood spot (DBS)-based platform would offer significant advantages over plasma-based approaches that require a cold supply chain. The primary goal of this study was to compare the ability of DBS- and plasma-based assays to characterize maternal metabolites. Utility of the two assays was also assessed in the context of a case-control predictive model in pregnant women living with HIV. Untargeted metabolomics was performed on archived paired maternal plasma and DBS from n = 79 women enrolled in a large clinical trial. A total of 984 named biochemicals were detected across both plasma and DBS samples, of which 627 (63.7%), 260 (26.4%), and 97 (9.9%) were detected in both plasma and DBS, plasma alone, and DBS alone, respectively. Variation attributable to study individual (R Maternal plasma and DBS samples yield distinct metabolite profiles highly predictive of the individual subject. In our case study, classification models showed similar performance albeit with distinct feature sets. Appropriate normalization and standardization methods are critical to leverage data from both sample types. Ultimately, the choice of sample type will likely depend on the compounds of interest as well as logistical demands.
Identifiants
pubmed: 34164733
doi: 10.1007/s11306-021-01813-3
pii: 10.1007/s11306-021-01813-3
pmc: PMC8340475
mid: NIHMS1723975
doi:
Substances chimiques
Biomarkers
0
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
62Subventions
Organisme : NICHD NIH HHS
ID : HHSN275201800001C
Pays : United States
Organisme : NIAID NIH HHS
ID : UM1 AI068632
Pays : United States
Organisme : NIAID NIH HHS
ID : UM1 AI069530
Pays : United States
Organisme : NIAID NIH HHS
ID : UM1 AI069518
Pays : United States
Organisme : NIAID NIH HHS
ID : UM1 AI069453
Pays : United States
Organisme : NIAID NIH HHS
ID : UM1 AI068616
Pays : United States
Organisme : NIAID NIH HHS
ID : UM1 AI106716
Pays : United States
Organisme : NICHD NIH HHS
ID : HHSN275201800001I
Pays : United States
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