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Marin Martin, Francisco RamonAuthorReglero Rada, Guillermo JAuthorSoler Rivas, CristinaAuthor

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Functional non-synonymous polymorphisms prediction methods: Current approaches and future developments

Publicated to:CURRENT MEDICINAL CHEMISTRY. 18 (33): 5095-5103 - 2011-11-01 18(33), DOI: 10.2174/092986711797636081

Authors: González-Castejón M; Marín F; Soler-Rivas C; Reglero G; Visioli F; Rodríguez-Casado A

Affiliations

CIAL Res Inst Food Sci UAM CSIC, Madrid 28049, Spain - Author
CSIC-UAM - Instituto de Investigacion en Ciencias de la Alimentacion (CIAL) - Author
IMDEA Food Inst, Madrid 28049, Spain - Author
IMDEA Food Institute - Author
IMDEA Institute - Author
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Abstract

Non-synonymous single nucleotide polymorphisms (nsSNPs) are genetic variations that affect the encoded protein by an amino acid change. In humans, many naturally-occurring nsSNPs cause protein dysfunction and increase vulnerability to disease. Identification of such nsSNPs provides an important opportunity to develop drugs/nutrients with precise therapeutic targets. Therefore, current biomedical research and medicinal chemistry look for targets and functional nsSNPs, to establish correlation with disease susceptibility and foster rational drug design. We review the molecular bases of missense mutation effects at the protein level, namely on sequence conservation, including stability, conformation, biophysical parameters, and protein-protein interaction. Further, we summarize some computational methods, available information resources, and the current approaches used to predict nsSNPs functionality in human genome, most of which based on protein structures and/or evolutionary conservation. Finally, using an approach paradigmatic of the nsSNPs-gene interactions, we evaluate the functional consequences and phenotypic effects of nsSNPs on two genes associated with cholesterol response. Biophysical changes produced by exchanged amino acids I638V (rs5908) from the 3-hydroxy-3-methylglutarylcoenzyme A reductase gene, and A370T (rs11669576) from the low density lipoprotein receptor gene have been analyzed with an emphasis on stability, activity, and structure of their related proteins. Based on available data and the results of our study, we propose that, even though the extent and precise nature of nsSNPs' role in health and disease is yet to be fully elucidated, targeted investigations are warranted and will - in the future - provide useful tools to develop targeted drugs. © 2011 Bentham Science Publishers.

Keywords

CholesterolDiseaseFunctional genomicsGeneHmgcrLdlrNon-synonymous single nucleotide polymorphismsProtein sequenceProtein structureStructural genomics

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal CURRENT MEDICINAL CHEMISTRY due to its progression and the good impact it has achieved in recent years, according to the agency WoS (JCR), it has become a reference in its field. In the year of publication of the work, 2011, it was in position 4/59, thus managing to position itself as a Q1 (Primer Cuartil), in the category Chemistry, Medicinal.

From a relative perspective, and based on the normalized impact indicator calculated from the Field Citation Ratio (FCR) of the Dimensions source, it yields a value of: 1.54, which indicates that, compared to works in the same discipline and in the same year of publication, it ranks as a work cited above average. (source consulted: Dimensions Jun 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-06-23, the following number of citations:

  • WoS: 11
  • Scopus: 14
  • Europe PMC: 4
  • OpenCitations: 14

Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-06-23:

  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 34 (PlumX).