Cargando…
APOGEE 2: multi-layer machine-learning model for the interpretable prediction of mitochondrial missense variants
Mitochondrial dysfunction has pleiotropic effects and is frequently caused by mitochondrial DNA mutations. However, factors such as significant variability in clinical manifestations make interpreting the pathogenicity of variants in the mitochondrial genome challenging. Here, we present APOGEE 2, a...
Autores principales: | Bianco, Salvatore Daniele, Parca, Luca, Petrizzelli, Francesco, Biagini, Tommaso, Giovannetti, Agnese, Liorni, Niccolò, Napoli, Alessandro, Carella, Massimo, Procaccio, Vincent, Lott, Marie T., Zhang, Shiping, Vescovi, Angelo Luigi, Wallace, Douglas C., Caputo, Viviana, Mazza, Tommaso |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10439926/ https://www.ncbi.nlm.nih.gov/pubmed/37598215 http://dx.doi.org/10.1038/s41467-023-40797-7 |
Ejemplares similares
-
KDM6A missense variants hamper H3 histone demethylation in lung squamous cell carcinoma
por: Biagini, Tommaso, et al.
Publicado: (2022) -
Mechanisms of pathogenesis of missense mutations on the KDM6A-H3 interaction in type 2 Kabuki Syndrome
por: Petrizzelli, Francesco, et al.
Publicado: (2020) -
High-confidence assessment of functional impact of human mitochondrial non-synonymous genome variations by APOGEE
por: Castellana, Stefano, et al.
Publicado: (2017) -
MitImpact 3: modeling the residue interaction network of the Respiratory Chain subunits
por: Castellana, Stefano, et al.
Publicado: (2020) -
Connecting the dots: A practical evaluation of web-tools for describing protein dynamics as networks
por: Petrizzelli, Francesco, et al.
Publicado: (2022)