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Computational Approaches In Molecular Interaction Analysis: Predicting Protein Complexes, Host-pathogen Interactions, And Protein Function From Interactome Data

Computational Approaches In Molecular Interaction Analysis: Predicting Protein Complexes, Host-pathogen Interactions, And Protein Function From Interactome Data

Computational Approaches In Molecular Interaction Analysis: Predicting Protein Complexes, Host-pathogen Interactions, And Protein Function From Interactome Data Hardback - 2025

by Limsoon Wong

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Hardback. New. The landscape of molecular biology has been profoundly transformed by the advent of high-throughput technologies and computational methods, which have ushered in an era of unprecedented data generation and analysis capabilities. Among the many areas that have benefited from these advancements are protein complex prediction, host-pathogen interaction (HPI) prediction and protein function prediction from protein-protein interactions (PPIs). This book brings together a collection of research articles — published over the past few years in the Journal of Bioinformatics and Computational Biology — that address significant challenges and present innovative solutions in these fields.
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Details

  • Title Computational Approaches In Molecular Interaction Analysis: Predicting Protein Complexes, Host-pathogen Interactions, And Protein Function From Interactome Data
  • Author Limsoon Wong
  • Binding Hardback
  • Condition New
  • Pages 300
  • Volumes 1
  • Language ENG
  • Publisher World Scientific Publishing Company
  • Publication date 2025-03-07
  • Bookseller's Inventory # A9789819807178
  • ISBN 9789819807178 / 9819807174
  • Weight 1.26 lbs (0.57 kg)
  • Dimensions 9 x 6 x 0.69 in (22.86 x 15.24 x 1.75 cm)
  • Category Science
  • Quantity available 10

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Reader reviews for Computational Approaches In Molecular Interaction Analysis: Predicting Protein Complexes, Host-pathogen Interactions, And Protein Function From Interactome Data

From the publisher

This book presents a curated collection of research articles from the Journal of Bioinformatics and Computational Biology, highlighting advances in protein-protein interaction-based computational methods for predicting protein complexes, host-pathogen interactions (HPIs), and protein functions. In Part I, it addresses the dynamic challenges of protein complex prediction using innovative techniques like GECA and IPC-RPIN, which integrate network topology, gene expression, and GO annotations to improve accuracy, especially for small complexes. Part II focuses on HPIs, reviewing computational approaches, predictive models, and tools that enhance understanding of infectious diseases, with a particular emphasis on machine learning applications. Part III delves into protein function prediction, employing PPI networks, multi-label methods, and iterative models that account for dynamic interactions. Collectively, these studies provide a comprehensive resource for advancing computational biology and understanding cellular and disease mechanisms.

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