TY - GEN
T1 - Rare Diseases clustering based on structural regularities at the gene structure
AU - Tobar-Tosse, Fabian
AU - Ocampo-Toro, Eliana
AU - Hernández, Pedro M.
AU - Zuñiga, Andres
AU - Florido-Sarria, Sebastian
AU - Hurtado, Paula M.
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/12/16
Y1 - 2015/12/16
N2 - 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.
AB - 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.
KW - Clustering
KW - DNA repeats
KW - Genome
KW - Pathways
KW - Rare Diseases
KW - bioinformatics
UR - http://www.scopus.com/inward/record.url?scp=84962441482&partnerID=8YFLogxK
U2 - 10.1109/BIBM.2015.7359961
DO - 10.1109/BIBM.2015.7359961
M3 - Conference contribution
AN - SCOPUS:84962441482
T3 - Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015
SP - 1783
EP - 1784
BT - Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015
A2 - Schapranow, lng. Matthieu
A2 - Zhou, Jiayu
A2 - Hu, Xiaohua Tony
A2 - Ma, Bin
A2 - Rajasekaran, Sanguthevar
A2 - Miyano, Satoru
A2 - Yoo, Illhoi
A2 - Pierce, Brian
A2 - Shehu, Amarda
A2 - Gombar, Vijay K.
A2 - Chen, Brian
A2 - Pai, Vinay
A2 - Huan, Jun
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015
Y2 - 9 November 2015 through 12 November 2015
ER -