Integrative omics can be applied in various ways to enhance cancer research and treatment:
Biomarker Discovery: By integrating data from multiple omic layers, researchers can identify robust biomarkers for cancer diagnosis, prognosis, and treatment response. Therapeutic Target Identification: Integrative omics can unveil novel molecular targets that are crucial for cancer survival and progression, paving the way for targeted therapies. Pathway Analysis: Combining data from different omics layers allows for the reconstruction of intricate signaling and metabolic pathways, shedding light on cancer mechanisms. Drug Resistance Mechanisms: Understanding the multi-omic landscape of tumors helps in uncovering the mechanisms behind drug resistance, leading to the development of more effective treatment strategies.
