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МУЛЬТИОМИЧЕСКИЙ ИИ ДЛЯ ПЕРСОНАЛИЗИРОВАННОЙ ИНТЕНСИВНОЙ ТЕРАПИИ: ОБЗОР ЦИФРОВЫХ ДВОЙНИКОВ, CRISPR И ОБЪЯСНИМЫХ СИСТЕМ
Multi-Omics Data Comparison
Omics Layer | Biological Insight | Clinical Relevance | Challenges |
Genomics | DNA mutations | Disease risk prediction | Static, expensive |
Transcriptomics | Gene expression | Disease activity | Temporal variability |
Proteomics | Protein signaling | Functional pathways | Complex measurement |
Metabolomics | Biochemical state | Real-time physiology | High variability |
Epigenomics | Gene regulation | Environmental effects | Data complexity |
Microbiomics | Host-microbe interaction | Immunity & gut health | Standardization issues |
