[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...

Full description

Bibliographic Details
Authors: Martínez Bilesio, Andrés R., Puig-Castellví, Francesc, Tauler, Romà, Sciara, Mariela, Fay, Fabián, Rasia, Rodolfo M., Burdisso, Paula, García-Reiriz, Alejandro G.
Format: conjunto de datos
Publication Date:2024
Country:España
Institution:Consejo Superior de Investigaciones Científicas (CSIC)
Repository:DIGITAL.CSIC. Repositorio Institucional del CSIC
OAI Identifier:oai:digital.csic.es:10261/385636
Online Access:http://hdl.handle.net/10261/385636
https://digital.csic.es/handle/10261/358127
Access Level:Open access
Keyword:Metabolomics
Data fusion
MCR-ALS
NMR
http://metadata.un.org/sdg/9
http://metadata.un.org/sdg/3
Ensure healthy lives and promote well-being for all at all ages
Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation
id ES_bd616d1a0115e4c99473e0aa51bf59ae
oai_identifier_str oai:digital.csic.es:10261/385636
network_acronym_str ES
network_name_str España
repository_id_str
spelling [Dataset] Multivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohortsMartínez Bilesio, Andrés R.Puig-Castellví, FrancescTauler, RomàSciara, MarielaFay, FabiánRasia, Rodolfo M.Burdisso, PaulaGarcía-Reiriz, Alejandro G.MetabolomicsData fusionMCR-ALSNMRhttp://metadata.un.org/sdg/9http://metadata.un.org/sdg/3Ensure healthy lives and promote well-being for all at all agesBuild resilient infrastructure, promote inclusive and sustainable industrialization and foster innovationMetabolomics 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.Peer reviewedElsevier0000-0001-8140-95420000-0003-1064-95860000-0001-8559-96700000-0002-1908-83780000-0002-3587-2058Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]202520252024info:eu-repo/semantics/datasethttp://purl.org/coar/resource_type/c_ddb1http://hdl.handle.net/10261/385636https://digital.csic.es/handle/10261/358127reponame:DIGITAL.CSIC. Repositorio Institucional del CSICinstname:Consejo Superior de Investigaciones Científicas (CSIC)InglésAnalytica chimica actaMultivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohortsSíinfo:eu-repo/semantics/openAccessoai:digital.csic.es:10261/3856362026-05-22T06:33:51Z
dc.title.none.fl_str_mv [Dataset] Multivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohorts
title [Dataset] Multivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohorts
spellingShingle [Dataset] Multivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohorts
Martínez Bilesio, Andrés R.
Metabolomics
Data fusion
MCR-ALS
NMR
http://metadata.un.org/sdg/9
http://metadata.un.org/sdg/3
Ensure healthy lives and promote well-being for all at all ages
Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation
title_short [Dataset] Multivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohorts
title_full [Dataset] Multivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohorts
title_fullStr [Dataset] Multivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohorts
title_full_unstemmed [Dataset] Multivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohorts
title_sort [Dataset] Multivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohorts
dc.creator.none.fl_str_mv Martínez Bilesio, Andrés R.
Puig-Castellví, Francesc
Tauler, Romà
Sciara, Mariela
Fay, Fabián
Rasia, Rodolfo M.
Burdisso, Paula
García-Reiriz, Alejandro G.
author Martínez Bilesio, Andrés R.
author_facet Martínez Bilesio, Andrés R.
Puig-Castellví, Francesc
Tauler, Romà
Sciara, Mariela
Fay, Fabián
Rasia, Rodolfo M.
Burdisso, Paula
García-Reiriz, Alejandro G.
author_role author
author2 Puig-Castellví, Francesc
Tauler, Romà
Sciara, Mariela
Fay, Fabián
Rasia, Rodolfo M.
Burdisso, Paula
García-Reiriz, Alejandro G.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv 0000-0001-8140-9542
0000-0003-1064-9586
0000-0001-8559-9670
0000-0002-1908-8378
0000-0002-3587-2058
Consejo Superior de Investigaciones Científicas [https://ror.org/02gfc7t72]
dc.subject.none.fl_str_mv Metabolomics
Data fusion
MCR-ALS
NMR
http://metadata.un.org/sdg/9
http://metadata.un.org/sdg/3
Ensure healthy lives and promote well-being for all at all ages
Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation
topic Metabolomics
Data fusion
MCR-ALS
NMR
http://metadata.un.org/sdg/9
http://metadata.un.org/sdg/3
Ensure healthy lives and promote well-being for all at all ages
Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation
description 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.
publishDate 2024
dc.date.none.fl_str_mv 2024
2025
2025
dc.type.none.fl_str_mv info:eu-repo/semantics/dataset
http://purl.org/coar/resource_type/c_ddb1
format dataset
dc.identifier.none.fl_str_mv http://hdl.handle.net/10261/385636
https://digital.csic.es/handle/10261/358127
url http://hdl.handle.net/10261/385636
https://digital.csic.es/handle/10261/358127
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv Analytica chimica acta
Multivariate curve resolution-based data fusion approaches applied in 1H NMR metabolomic analysis of healthy cohorts
Sí
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:DIGITAL.CSIC. Repositorio Institucional del CSIC
instname:Consejo Superior de Investigaciones Científicas (CSIC)
instname_str Consejo Superior de Investigaciones Científicas (CSIC)
reponame_str DIGITAL.CSIC. Repositorio Institucional del CSIC
collection DIGITAL.CSIC. Repositorio Institucional del CSIC
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869418195963609088
score 15.198674

Similar Items