Cargando…

Mapping the Structure and Dynamics of Genomics-Related MeSH Terms Complex Networks

It has been proposed that the history and evolution of scientific ideas may reflect certain aspects of the underlying socio-cognitive frameworks in which science itself is developing. Systematic analyses of the development of scientific knowledge may help us to construct models of the collective dyn...

Descripción completa

Detalles Bibliográficos
Autores principales: Siqueiros-García, Jesús M., Hernández-Lemus, Enrique, García-Herrera, Rodrigo, Robina-Galatas, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3974714/
https://www.ncbi.nlm.nih.gov/pubmed/24699262
http://dx.doi.org/10.1371/journal.pone.0092639
_version_ 1782479505957322752
author Siqueiros-García, Jesús M.
Hernández-Lemus, Enrique
García-Herrera, Rodrigo
Robina-Galatas, Andrea
author_facet Siqueiros-García, Jesús M.
Hernández-Lemus, Enrique
García-Herrera, Rodrigo
Robina-Galatas, Andrea
author_sort Siqueiros-García, Jesús M.
collection PubMed
description It has been proposed that the history and evolution of scientific ideas may reflect certain aspects of the underlying socio-cognitive frameworks in which science itself is developing. Systematic analyses of the development of scientific knowledge may help us to construct models of the collective dynamics of science. Aiming at scientific rigor, these models should be built upon solid empirical evidence, analyzed with formal tools leading to ever-improving results that support the related conclusions. Along these lines we studied the dynamics and structure of the development of research in genomics as represented by the entire collection of genomics-related scientific papers contained in the PubMed database. The analyzed corpus consisted in more than 49,000 articles published in the years 1987 (first appeareance of the term Genomics) to 2011, categorized by means of the Medical Subheadings (MeSH) content-descriptors. Complex networks were built where two MeSH terms were connected if they are descriptors of the same article(s). The analysis of such networks revealed a complex structure and dynamics that to certain extent resembled small-world networks. The evolution of such networks in time reflected interesting phenomena in the historical development of genomic research, including what seems to be a phase-transition in a period marked by the completion of the first draft of the Human Genome Project. We also found that different disciplinary areas have different dynamic evolution patterns in their MeSH connectivity networks. In the case of areas related to science, changes in topology were somewhat fast while retaining a certain core-stucture, whereas in the humanities, the evolution was pretty slow and the structure resulted highly redundant and in the case of technology related issues, the evolution was very fast and the structure remained tree-like with almost no overlapping terms.
format Online
Article
Text
id pubmed-3974714
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-39747142014-04-08 Mapping the Structure and Dynamics of Genomics-Related MeSH Terms Complex Networks Siqueiros-García, Jesús M. Hernández-Lemus, Enrique García-Herrera, Rodrigo Robina-Galatas, Andrea PLoS One Research Article It has been proposed that the history and evolution of scientific ideas may reflect certain aspects of the underlying socio-cognitive frameworks in which science itself is developing. Systematic analyses of the development of scientific knowledge may help us to construct models of the collective dynamics of science. Aiming at scientific rigor, these models should be built upon solid empirical evidence, analyzed with formal tools leading to ever-improving results that support the related conclusions. Along these lines we studied the dynamics and structure of the development of research in genomics as represented by the entire collection of genomics-related scientific papers contained in the PubMed database. The analyzed corpus consisted in more than 49,000 articles published in the years 1987 (first appeareance of the term Genomics) to 2011, categorized by means of the Medical Subheadings (MeSH) content-descriptors. Complex networks were built where two MeSH terms were connected if they are descriptors of the same article(s). The analysis of such networks revealed a complex structure and dynamics that to certain extent resembled small-world networks. The evolution of such networks in time reflected interesting phenomena in the historical development of genomic research, including what seems to be a phase-transition in a period marked by the completion of the first draft of the Human Genome Project. We also found that different disciplinary areas have different dynamic evolution patterns in their MeSH connectivity networks. In the case of areas related to science, changes in topology were somewhat fast while retaining a certain core-stucture, whereas in the humanities, the evolution was pretty slow and the structure resulted highly redundant and in the case of technology related issues, the evolution was very fast and the structure remained tree-like with almost no overlapping terms. Public Library of Science 2014-04-03 /pmc/articles/PMC3974714/ /pubmed/24699262 http://dx.doi.org/10.1371/journal.pone.0092639 Text en © 2014 Siqueiros-García et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Siqueiros-García, Jesús M.
Hernández-Lemus, Enrique
García-Herrera, Rodrigo
Robina-Galatas, Andrea
Mapping the Structure and Dynamics of Genomics-Related MeSH Terms Complex Networks
title Mapping the Structure and Dynamics of Genomics-Related MeSH Terms Complex Networks
title_full Mapping the Structure and Dynamics of Genomics-Related MeSH Terms Complex Networks
title_fullStr Mapping the Structure and Dynamics of Genomics-Related MeSH Terms Complex Networks
title_full_unstemmed Mapping the Structure and Dynamics of Genomics-Related MeSH Terms Complex Networks
title_short Mapping the Structure and Dynamics of Genomics-Related MeSH Terms Complex Networks
title_sort mapping the structure and dynamics of genomics-related mesh terms complex networks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3974714/
https://www.ncbi.nlm.nih.gov/pubmed/24699262
http://dx.doi.org/10.1371/journal.pone.0092639
work_keys_str_mv AT siqueirosgarciajesusm mappingthestructureanddynamicsofgenomicsrelatedmeshtermscomplexnetworks
AT hernandezlemusenrique mappingthestructureanddynamicsofgenomicsrelatedmeshtermscomplexnetworks
AT garciaherrerarodrigo mappingthestructureanddynamicsofgenomicsrelatedmeshtermscomplexnetworks
AT robinagalatasandrea mappingthestructureanddynamicsofgenomicsrelatedmeshtermscomplexnetworks