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Multi-omics analysis reveals the panoramic picture of necroptosis-related regulators in pan-cancer
Guanghao Li1,2, Xiaoxuan Wang1,3, Yongheng Liu1
1Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China.
Background:
Unlike apoptosis, necroptosis is a tightly regulated form of programmed cell death (PCD) that occurs in a caspase-independent manner and is mainly triggered by receptor-interacting serine/threonine-protein kinases RIPK1 and RIPK3 and the RIPK3 substrate mixed-lineage kinase domain-like protein (MLKL). A growing body of evidence has documented that necroptosis, as a novel therapeutic strategy to overcome apoptosis resistance, has potential pro- or anti-tumoral effects in tumorigenesis, metastasis, and immunosurveillance. However, comprehensive multi-omics studies on regulators of necroptosis from a pan-cancer perspective are lacking.
Methods:
In the present study, a pan-cancer multi-omics analysis of necroptosis-related regulators was performed by integrating over 10,000 multi-dimensional cancer genomic data across 33 cancer types from TCGA, 481 small-molecule drug response data from CTRP, and normal tissue data from GTEx. Pan-cancer pathway-level analyses of necroptosis were conducted by gene set variation analysis (GSVA), including differential expression, clinical relevance, immune cell infiltration, and regulation of cancer-related pathways.
Results:
Genomic alterations and abnormal epigenetic modifications were associated with dysregulated gene expression levels of necroptosis-related regulators. Changes in the gene expression levels of necroptosis-related regulators significantly influenced cancer progression, intratumoral heterogeneity, alterations in the immunological condition, and regulation of cancer marker-related pathways. These changes, in turn, caused differences in potential drug sensitivity and the prognosis of patients.
Conclusion:
Necroptosis-related regulators are expected to become novel biomarkers of prognosis and provide a fresh perspective on cancer diagnosis and treatment.
Insights
Necroptosis, a programmed cell death pathway, involves RIPK1, RIPK3, and MLKL. This study analyzes necroptosis regulators across cancers, revealing their impact on tumor progression, immunity, and drug sensitivity, suggesting potential as prognostic biomarkers.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Necroptosis is a regulated, caspase-independent programmed cell death (PCD) pathway.
- Key regulators include RIPK1, RIPK3, and MLKL.
- Necroptosis has demonstrated pro- or anti-tumoral effects, but pan-cancer multi-omics data are limited.
Purpose of the Study:
- To conduct a comprehensive pan-cancer multi-omics analysis of necroptosis-related regulators.
- To investigate the clinical relevance, immune infiltration, and pathway regulation associated with necroptosis.
- To explore the potential of necroptosis regulators as therapeutic targets and biomarkers.
Main Methods:
- Integrated multi-omics data from TCGA (33 cancer types), CTRP (drug response), and GTEx (normal tissues).
- Utilized gene set variation analysis (GSVA) for pan-cancer pathway-level analysis.
- Examined differential expression, clinical relevance, immune cell infiltration, and pathway regulation.
Main Results:
- Genomic alterations and epigenetic modifications correlate with dysregulated necroptosis regulator expression.
- Necroptosis regulator expression impacts cancer progression, intratumoral heterogeneity, and immune microenvironment.
- Expression changes influence drug sensitivity and patient prognosis.
Conclusions:
- Necroptosis-related regulators are significantly associated with pan-cancer progression and patient outcomes.
- These regulators offer novel insights into cancer diagnosis and treatment strategies.
- Necroptosis regulators show promise as prognostic biomarkers.
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