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Integration of Multi-Omics Data
Integrating multi-omics data, such as proteomics, metabolomics, and genomes, in precision health provides revolutionary insights into biological systems and individualized treatment plans. This chapter focuses on AI-powered techniques for merging multi-omics data, made possible by high-throughput instruments such as next-generation sequencing and mass ...S. Savitha +5 more
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Understanding tumour endothelial cell heterogeneity and function from single-cell omics
Nature Reviews Cancer, 2023Qun Zeng, Mira Mousa, Halima Alnaqbi
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Treatment landscape of triple-negative breast cancer — expanded options, evolving needs
Nature Reviews Clinical Oncology, 2021Eapm Working Group For Oncology Clinical Research +2 more
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Gut microbiota in human metabolic health and disease
Nature Reviews Microbiology, 2020Yong Fan, Oluf Borbye Pedersen
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Gene regulatory network inference in the era of single-cell multi-omics
Nature Reviews Genetics, 2023Pau Badia-i-Mompel +2 more
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Integrating genetic and non-genetic determinants of cancer evolution by single-cell multi-omics
Nature Reviews Genetics, 2020Ronan Chaligne, Dan A Landau
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Sequencing and beyond: integrating molecular 'omics' for microbial community profiling
Nature Reviews Microbiology, 2015Eric A Franzosa +2 more
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Triple-negative breast cancer: challenges and opportunities of a heterogeneous disease
Nature Reviews Clinical Oncology, 2016Eapm Working Group For Oncology Clinical Research +2 more
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