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Gene Prioritization electronic resource Rationale, Methodologies and Algorithms / by Ali Masoudi-Nejad, Alireza Meshkin.

By: Masoudi-Nejad, Ali [author.]Contributor(s): Meshkin, Alireza [author.] | SpringerLink (Online service)Material type: TextTextSeries: SpringerBriefs in Systems BiologyPublication details: Cham : Springer International Publishing : Imprint: Springer, 2014Description: XII, 66 p. 30 illus., 21 illus. in color. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9783319046877Subject(s): medicine | Human genetics | Medical genetics | Bioinformatics | Biomedicine | Human Genetics | Gene Function | BioinformaticsDDC classification: 611.01816 | 599.935 LOC classification: RB155-155.8QH431Online resources: Click here to access online
Contents:
Gene Prioritization Concepts -- Gene Prioritization Rationale -- Evaluations Methods for Gene Prioritization -- Gene Prioritization algorithms -- Successes -- Non-networked-based apoproaches -- Network-based approaches -- Conclusions.
In: Springer eBooksSummary: Identifying causal genes underlying susceptibility to human disease is a problem of primary importance in the post-genomic era and in current biomedical research. Recently, there has been a paradigm shift of such gene-discovery efforts from rare, monogenic conditions to common “oligogenic” or “multifactorial” conditions such as asthma, diabetes, cancers and neurological disorders. These conditions are referred to as multifactorial because, susceptibility to these diseases is attributed to the combinatorial effects of genetic variation at a number of different genes and their interaction with relevant environmental exposures. The goal of this book is to introduce gene prioritization aspects and the candidate gene prioritization algorithms to give readers a comprehensive view on the subject.
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Gene Prioritization Concepts -- Gene Prioritization Rationale -- Evaluations Methods for Gene Prioritization -- Gene Prioritization algorithms -- Successes -- Non-networked-based apoproaches -- Network-based approaches -- Conclusions.

Identifying causal genes underlying susceptibility to human disease is a problem of primary importance in the post-genomic era and in current biomedical research. Recently, there has been a paradigm shift of such gene-discovery efforts from rare, monogenic conditions to common “oligogenic” or “multifactorial” conditions such as asthma, diabetes, cancers and neurological disorders. These conditions are referred to as multifactorial because, susceptibility to these diseases is attributed to the combinatorial effects of genetic variation at a number of different genes and their interaction with relevant environmental exposures. The goal of this book is to introduce gene prioritization aspects and the candidate gene prioritization algorithms to give readers a comprehensive view on the subject.

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