From Experimental Approaches to Computational Techniques : A Review on the Prediction of Protein-Protein Interactions

Joint Authors

Azuaje, Francisco
Browne, Fiona
Zheng, Huiru
Wang, Haiying

Source

Advances in Artificial Intelligence

Issue

Vol. 2010, Issue 2010 (31 Dec. 2010), pp.1-15, 15 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2010-04-07

Country of Publication

Egypt

No. of Pages

15

Main Subjects

Information Technology and Computer Science
Science

Abstract EN

A crucial step towards understanding the properties of cellular systems in organisms is to map their network of protein-protein interactions (PPIs) on a proteomic-wide scale completely and as accurately as possible.

Uncovering the diverse function of proteins and their interactions within the cell may improve our understanding of disease and provide a basis for the development of novel therapeutic approaches.

The development of large-scale high-throughput experiments has resulted in the production of a large volume of data which has aided in the uncovering of PPIs.

However, these data are often erroneous and limited in interactome coverage.

Therefore, additional experimental and computational methods are required to accelerate the discovery of PPIs.

This paper provides a review on the prediction of PPIs addressing key prediction principles and highlighting the common experimental and computational techniques currently employed to infer PPI networks along with relevant studies in the area.

American Psychological Association (APA)

Browne, Fiona& Zheng, Huiru& Wang, Haiying& Azuaje, Francisco. 2010. From Experimental Approaches to Computational Techniques : A Review on the Prediction of Protein-Protein Interactions. Advances in Artificial Intelligence،Vol. 2010, no. 2010, pp.1-15.
https://search.emarefa.net/detail/BIM-508500

Modern Language Association (MLA)

Browne, Fiona…[et al.]. From Experimental Approaches to Computational Techniques : A Review on the Prediction of Protein-Protein Interactions. Advances in Artificial Intelligence No. 2010 (2010), pp.1-15.
https://search.emarefa.net/detail/BIM-508500

American Medical Association (AMA)

Browne, Fiona& Zheng, Huiru& Wang, Haiying& Azuaje, Francisco. From Experimental Approaches to Computational Techniques : A Review on the Prediction of Protein-Protein Interactions. Advances in Artificial Intelligence. 2010. Vol. 2010, no. 2010, pp.1-15.
https://search.emarefa.net/detail/BIM-508500

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-508500