Rare Diseases clustering based on structural regularities at the gene structure

Fabian Tobar-Tosse, Eliana Ocampo-Toro, Pedro M. Hernández, Andres Zuñiga, Sebastian Florido-Sarria, Paula M. Hurtado

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Rare Diseases (RDs) are conditions with a high spectrum of genetic origins, whose phenotypic impact could define specific metabolic disorders or complex congenital anomalies. Accordingly, It is possible to propose at the point of view of the structural-genomics, that RDs define critical changes at the genome structure, which affect the cells functionality but not its viability. Herein, we present a bioinformatics approach for the identification of regularities among RDs related genes, which include the exploration of these genes at the map of the human genome reference, and its structural description considering the promoter regions. This approach allows us to identify structural regularities among RD genes, mainly related with the promoter regions, where the organization of genomic elements like CpG islands, and short repeats, allows an informative RDs clustering; that's mean nodes with functional and phenotypic meaning. For example, we present common regularities among RDs genes, which functionally are related to an immunological impact, and phenotypically with related syndromes: hyperimmunoglobulin E syndrome, Hyperimmunoglobulin E-recurrent infection syndrome, Job syndrome, and others. Based on our findings, we present an approximation for an integrative description of RDs, based on a basic structural-genomic overview.

Original languageEnglish
Title of host publicationProceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015
Editorslng. Matthieu Schapranow, Jiayu Zhou, Xiaohua Tony Hu, Bin Ma, Sanguthevar Rajasekaran, Satoru Miyano, Illhoi Yoo, Brian Pierce, Amarda Shehu, Vijay K. Gombar, Brian Chen, Vinay Pai, Jun Huan
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1783-1784
Number of pages2
ISBN (Electronic)9781467367981
DOIs
StatePublished - 16 Dec 2015
EventIEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015 - Washington, United States
Duration: 09 Nov 201512 Nov 2015

Publication series

NameProceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015

Conference

ConferenceIEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015
Country/TerritoryUnited States
CityWashington
Period09/11/1512/11/15

Keywords

  • Clustering
  • DNA repeats
  • Genome
  • Pathways
  • Rare Diseases
  • bioinformatics

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