Computer vision technologies of structure matching based on surface representation have demonstrated their effectiveness in many research fields. In particular they can be successfully applied to in silico studies of molecular biology. Protein activities, in fact, are driven by their external characteristics, therefore the ability to match surfaces allows one to quickly infer information about possible interactions and functions of biological components. In this work we present a surface matching algorithm which is able to screen possible macromolecular interactions in terms of surface complementarities. The main characteristics of the algorithm is the exploitation of an intermediate level of data representation for 3D surfaces based on images of local description. This approach enables the matching of small pieces of surfaces, which is a crucial aspect when working in the biological context.

Image based system for surface matching in macromolecular screening

Merelli I;Cozzi P;D'Agostino D;Clematis A;Milanesi L
2008

Abstract

Computer vision technologies of structure matching based on surface representation have demonstrated their effectiveness in many research fields. In particular they can be successfully applied to in silico studies of molecular biology. Protein activities, in fact, are driven by their external characteristics, therefore the ability to match surfaces allows one to quickly infer information about possible interactions and functions of biological components. In this work we present a surface matching algorithm which is able to screen possible macromolecular interactions in terms of surface complementarities. The main characteristics of the algorithm is the exploitation of an intermediate level of data representation for 3D surfaces based on images of local description. This approach enables the matching of small pieces of surfaces, which is a crucial aspect when working in the biological context.
2008
Istituto di Matematica Applicata e Tecnologie Informatiche - IMATI -
Istituto di Tecnologie Biomediche - ITB
978-0-7695-3452-7
Bioinformatics
images
surface
protein
prediction
File in questo prodotto:
File Dimensione Formato  
prod_170638-doc_13803.pdf

solo utenti autorizzati

Descrizione: Cover
Dimensione 122.76 kB
Formato Adobe PDF
122.76 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
prod_170638-doc_13804.pdf

solo utenti autorizzati

Descrizione: Index
Dimensione 143.89 kB
Formato Adobe PDF
143.89 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
prod_170638-doc_13805.pdf

solo utenti autorizzati

Descrizione: Article
Dimensione 276.21 kB
Formato Adobe PDF
276.21 kB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/144767
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 4
  • ???jsp.display-item.citation.isi??? ND
social impact