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Article

Phenotypic mapping of metabolic profiles using self-organizing maps of high-dimensional mass spectrometry data.

Analytical chemistry - 1 Jul 2014

Goodwin Cody R, Sherrod Stacy D, Marasco Christina C, Bachmann Brian O, Schramm-Sapyta Nicole, Wikswo John P, McLean John A

Abstract excerpt

A metabolic system is composed of inherently interconnected metabolic precursors, intermediates, and products. The analysis of untargeted metabolomics data has conventionally been performed through the use of comparative statistics or multivariate statistical analysis-based approaches; however, each falls short in representing the related nature of metabolic perturbations. Herein, we describe a complementary...

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Identifiers

PMID: 24856386
DOI: 10.1021/ac5010794
PMCID: PMC4082383

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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