Clinical applications of genome re-sequencing technologies typically generate large amounts of data that need to be carefully annotated and interpreted to identify genetic variants potentially associated with pathological conditions. In this context, accurate and reproducible methods for the functional annotation and prioritization of genetic variants are of fundamental importance. Results: In this paper, we present VINYL, a flexible and fully automated system for the functional annotation and prioritization of genetic variants. Extensive analyses of both real and simulated datasets suggest that VINYL can identify clinically relevant genetic variants in a more accurate manner compared to equivalent state of the art methods, allowing a more rapid and effective prioritization of genetic variants in different experimental settings. As such we believe that VINYL can establish itself as a valuable tool to assist healthcare operators and researchers in clinical genomics investigations.

VINYL : Variant prIoritizatioN by survivaL analysis / M. Chiara, P. Mandreoli, M.A. Tangaro, A.M. D'Erchia, S. Sorrentino, C. Forleo, D.S. Horner, F. Zambelli, G. Pesole. - In: BIOINFORMATICS. - ISSN 1367-4803. - (2020 Dec 26). [Epub ahead of print]

VINYL : Variant prIoritizatioN by survivaL analysis

M. Chiara
;
P. Mandreoli;D.S. Horner;F. Zambelli;
2020

Abstract

Clinical applications of genome re-sequencing technologies typically generate large amounts of data that need to be carefully annotated and interpreted to identify genetic variants potentially associated with pathological conditions. In this context, accurate and reproducible methods for the functional annotation and prioritization of genetic variants are of fundamental importance. Results: In this paper, we present VINYL, a flexible and fully automated system for the functional annotation and prioritization of genetic variants. Extensive analyses of both real and simulated datasets suggest that VINYL can identify clinically relevant genetic variants in a more accurate manner compared to equivalent state of the art methods, allowing a more rapid and effective prioritization of genetic variants in different experimental settings. As such we believe that VINYL can establish itself as a valuable tool to assist healthcare operators and researchers in clinical genomics investigations.
No
English
Settore BIO/11 - Biologia Molecolare
Articolo
Esperti anonimi
Ricerca di base
Pubblicazione scientifica
26-dic-2020
26-dic-2020
Oxford University press
Epub ahead of print
Periodico con rilevanza internazionale
pubmed
crossref
Aderisco
info:eu-repo/semantics/article
VINYL : Variant prIoritizatioN by survivaL analysis / M. Chiara, P. Mandreoli, M.A. Tangaro, A.M. D'Erchia, S. Sorrentino, C. Forleo, D.S. Horner, F. Zambelli, G. Pesole. - In: BIOINFORMATICS. - ISSN 1367-4803. - (2020 Dec 26). [Epub ahead of print]
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Prodotti della ricerca::01 - Articolo su periodico
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262
Article (author)
si
M. Chiara, P. Mandreoli, M.A. Tangaro, A.M. D'Erchia, S. Sorrentino, C. Forleo, D.S. Horner, F. Zambelli, G. Pesole
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/803174
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