Comparison of dried blood spot and plasma sampling for untargeted metabolomics.


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
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

62

Subventions

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

Références

Immunol Allergy Clin North Am. 2019 Feb;39(1):1-11
pubmed: 30466767
J Lipid Res. 2010 Jun;51(6):1591-8
pubmed: 20093478
Metabolomics. 2017 Mar;13(3):
pubmed: 29706849
Anal Chem. 2019 Nov 19;91(22):14306-14313
pubmed: 31618007
Nucleic Acids Res. 2018 Jan 4;46(D1):D608-D617
pubmed: 29140435
Am Fam Physician. 2005 Aug 1;72(3):451-6
pubmed: 16100859
Metabolomics. 2018 Nov 15;14(11):151
pubmed: 30830400
J Viral Hepat. 2015 Apr;22(4):353-61
pubmed: 25367722
N Engl J Med. 2016 Nov 3;375(18):1726-1737
pubmed: 27806243
Mol Genet Metab. 2019 May;127(1):51-57
pubmed: 30926434
Nat Med. 2020 Mar;26(3):348-353
pubmed: 32161413
Metabolomics. 2007 Sep;3(3):211-221
pubmed: 24039616
Crit Care Clin. 2020 Jan;36(1):105-113
pubmed: 31733672
Metabolomics. 2018 Sep 25;14(10):129
pubmed: 30830406
Open Forum Infect Dis. 2017 Nov 02;4(4):ofx232
pubmed: 29255730
Front Cell Infect Microbiol. 2018 Aug 28;8:301
pubmed: 30234027
Anal Chem. 2009 Aug 15;81(16):6656-67
pubmed: 19624122
Eur J Hum Genet. 2016 Jan;25(1):10-16
pubmed: 27848945
Metabolomics. 2019 Oct 4;15(10):135
pubmed: 31584114
J Appl Lab Med. 2020 Mar 1;5(2):342-356
pubmed: 32445384
J Inherit Metab Dis. 2018 May;41(3):355-366
pubmed: 29536203
Metabolomics. 2014;10(5):1018-1025
pubmed: 25177234
Metabolites. 2020 Feb 27;10(3):
pubmed: 32120852
Nat Protoc. 2016 Aug;11(8):1428-43
pubmed: 27414759
Metabolomics. 2019 Sep 10;15(9):124
pubmed: 31506796

Auteurs

Nicole H Tobin (NH)

Division of Infectious Diseases, Department of Pediatrics, David Geffen School of Medicine at the University of California, Los Angeles, California, USA.

Aisling Murphy (A)

Department of Obstetrics and Gynecology, David Geffen School of Medicine at the University of California, Los Angeles, California, USA.

Fan Li (F)

Division of Infectious Diseases, Department of Pediatrics, David Geffen School of Medicine at the University of California, Los Angeles, California, USA.

Sean S Brummel (SS)

Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health, Boston, MA, USA.

Taha E Taha (TE)

Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.

Friday Saidi (F)

UNC Project-Malawi, Kamuzu Central Hospital, Lilongwe, Malawi.

Maxie Owor (M)

MU-JHU Research Collaboration (MUJHU CARE LTD) CRS, Kampala, Uganda.

Avy Violari (A)

Perinatal HIV Research Unit, Chris Hani Baragwanath Hospital, Soweto, South Africa.

Dhayendre Moodley (D)

Centre for AIDS Research in South Africa, Durban, South Africa.
Department of Obstetrics and Gynecology, School of Clinical Medicine, University of KwaZulu Natal, Durban, South Africa.

Benjamin Chi (B)

Department of Obstetrics and Gynecology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

Kelli D Goodman (KD)

Metabolon Inc., Morrisville, NC, USA.

Brian Koos (B)

Department of Obstetrics and Gynecology, David Geffen School of Medicine at the University of California, Los Angeles, California, USA.

Grace M Aldrovandi (GM)

Division of Infectious Diseases, Department of Pediatrics, David Geffen School of Medicine at the University of California, Los Angeles, California, USA. galdrovandi@mednet.ucla.edu.

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Classifications MeSH