Systems Biology Approaches for Host-Pathogen Interaction Analysis (eBook, ePUB)

Redaktion: Ashraf, Mohd. Tashfeen; Aldakheel, Fahad M.; Khan, MNASc

• Format: ePub

Produktbeschreibung

System Biology Approaches for Microbial Pathogenesis Interaction Analysis aids biological researchers to expand their research scope using piled up data generated through recent technological advancement. In addition, it also opens avenues for bioinformatics and computer science researchers to utilize their expertise in biological meaningful ways. It also covers network biology approaches to decipher complex multiple host-pathogen interactions in addition to giving valuable coverage of artificial intelligence.

The host-pathogen interactions are generally considered as highly specific interactions leading to a variety of consequences. The utilization of data science approaches has revolutionized scientific research including host-pathogen interaction analyses. Data science approaches coupled with network biology has taken host-pathogen interaction analysis from specific interaction to a new paradigm of understanding consequences of these interaction in the biological network. Unfortunately, basic biological researchers are mostly unaware of these advancements. In contrast, data scientists are not familiar with biological aspects of such data. System Biology Approaches for Microbial Pathogenesis Interaction Analysis will bridge these gaps through a new paradigm of understanding consequences of interaction in biological networks.

• Covers network biology approaches to decipher complex multiple host-pathogen interactions
• Gives the biological researcher insights into artificial intelligence, providing an additional competitive edge
• Provides a new paradigm for understanding the consequences of interactions in biological networks

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 300
• Erscheinungstermin: 16. Februar 2024
• Englisch
• ISBN-13: 9780323958912
• Artikelnr.: 70003008

Inhaltsangabe

1. Host-pathogen interactions: a general introduction
2. Host-pathogen interactions: databases and approaches for data generation
3. Generation of host-pathogen interaction data: an overview of recent
technological advancements
4. Molecular omics: a promising systems biology approach to unravel
host-pathogen interactions
5. Computational methods for detection of host-pathogen interactions
6. Biological interaction networks and their application for microbial
pathogenesis
7. Dual transcriptomics data and detection of host-pathogen interactions
8. Functional overrepresentation analysis and their application in
microbial pathogenesis
9. Advancements in systems biology-based analysis of microbial pathogenesis
10. Host-pathogen interactions with special reference to microbiota
analysis and integration of systems biology approaches
11. Role of noncoding RNAs in host-pathogen interactions: a systems biology
approach
12. Systems biology in food industry: applications in food production,
engineering, and pathogen detection