[Dataset] Multivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohorts

Metabolomics plays a critical role in deciphering metabolic alterations within individuals, demanding the use of sophisticated analytical methodologies to navigate its intricate complexity. While many studies focus on single biofluid types, simultaneous analysis of multiple matrices enhances underst...

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Detalhes bibliográficos
Autores: Martínez Bilesio, Andrés R., Puig-Castellví, Francesc, Tauler, Romà, Sciara, Mariela, Fay, Fabián, Rasia, Rodolfo M., Burdisso, Paula, García-Reiriz, Alejandro G.
Formato: conjunto de datos
Fecha de publicación:2024
País:España
Recursos:Consejo Superior de Investigaciones Científicas (CSIC)
Repositorio:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/385636
Acesso em linha:http://hdl.handle.net/10261/385636
https://digital.csic.es/handle/10261/358127
Access Level:acceso abierto
Palavra-chave:Metabolomics
Data fusion
MCR-ALS
NMR
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Descrição
Resumo:Metabolomics plays a critical role in deciphering metabolic alterations within individuals, demanding the use of sophisticated analytical methodologies to navigate its intricate complexity. While many studies focus on single biofluid types, simultaneous analysis of multiple matrices enhances understanding of complex biological mechanisms. Consequently, the development of data fusion methods enabling multiblock analysis becomes essential for comprehensive insights into metabolic dynamics.