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Biology
Other Biological Fields
Systems Biology
1. Introduction to Systems Biology
2. Mathematical Foundations
3. High-Throughput Experimental Technologies
4. Bioinformatics and Data Analysis
5. Network Biology
6. Mathematical Modeling
7. Dynamic Systems Analysis
8. Multiscale and Spatial Modeling
9. Single-Cell Systems Biology
10. Applications in Systems Medicine
11. Drug Discovery and Development
12. Synthetic Biology
13. Emerging Technologies and Future Directions
14. Ethical and Societal Considerations
10.
Applications in Systems Medicine
10.1.
Cancer Systems Biology
10.1.1.
Tumor Heterogeneity
10.1.1.1.
Clonal Evolution
10.1.1.2.
Tumor Microenvironment
10.1.1.3.
Metastasis Modeling
10.1.2.
Driver Mutation Analysis
10.1.2.1.
Oncogenes and Tumor Suppressors
10.1.2.2.
Mutational Signatures
10.1.2.3.
Pathway Alterations
10.1.3.
Drug Resistance Mechanisms
10.1.3.1.
Acquired Resistance
10.1.3.2.
Intrinsic Resistance
10.1.3.3.
Combination Therapy
10.1.4.
Personalized Cancer Treatment
10.1.4.1.
Biomarker Discovery
10.1.4.2.
Treatment Response Prediction
10.1.4.3.
Precision Oncology
10.2.
Infectious Disease Modeling
10.2.1.
Host-Pathogen Interactions
10.2.1.1.
Immune Response Dynamics
10.2.1.2.
Pathogen Evolution
10.2.1.3.
Virulence Factors
10.2.2.
Epidemiological Models
10.2.2.1.
Compartmental Models
10.2.2.2.
Network-Based Spread
10.2.2.3.
Intervention Strategies
10.2.3.
Antimicrobial Resistance
10.2.3.1.
Resistance Mechanisms
10.2.3.2.
Evolution of Resistance
10.2.3.3.
Stewardship Strategies
10.3.
Neurological Disorders
10.3.1.
Neurodegenerative Diseases
10.3.1.1.
Protein Aggregation
10.3.1.2.
Neuronal Death Pathways
10.3.1.3.
Therapeutic Targets
10.3.2.
Psychiatric Disorders
10.3.2.1.
Neurotransmitter Systems
10.3.2.2.
Brain Network Dysfunction
10.3.2.3.
Treatment Response
10.3.3.
Brain Network Analysis
10.3.3.1.
Connectome Mapping
10.3.3.2.
Functional Networks
10.3.3.3.
Network Disruptions
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9. Single-Cell Systems Biology
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11. Drug Discovery and Development