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Pancancer transcriptomic profiling identifies key PANoptosis markers as therapeutic targets for oncology
Raghvendra Mall1, Ratnakar R Bynigeri1, Rajendra Karki1
1Department of Immunology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
Abstract:
Resistance to programmed cell death (PCD) is a hallmark of cancer. While some PCD components are prognostic in cancer, the roles of many molecules can be masked by redundancies and crosstalks between PCD pathways, impeding the development of targeted therapeutics. Recent studies characterizing these redundancies have identified PANoptosis, a unique innate immune-mediated inflammatory PCD pathway that integrates components from other PCD pathways. Here, we designed a systematic computational framework to determine the pancancer clinical significance of PANoptosis and identify targetable biomarkers. We found that high expression of PANoptosis genes was detrimental in low grade glioma (LGG) and kidney renal cell carcinoma (KIRC). ZBP1, ADAR, CASP2, CASP3, CASP4, CASP8 and GSDMD expression consistently had negative effects on prognosis in LGG across multiple survival models, while AIM2, CASP3, CASP4 and TNFRSF10 expression had negative effects for KIRC. Conversely, high expression of PANoptosis genes was beneficial in skin cutaneous melanoma (SKCM), with ZBP1, NLRP1, CASP8 and GSDMD expression consistently having positive prognostic effects. As a therapeutic proof-of-concept, we treated melanoma cells with combination therapy that activates ZBP1 and showed that this treatment induced PANoptosis. Overall, through our systematic framework, we identified and validated key innate immune biomarkers from PANoptosis which can be targeted to improve patient outcomes in cancers.
Insights
PANoptosis, an inflammatory cell death pathway, has varying clinical significance across cancers. High PANoptosis gene expression is detrimental in kidney and brain cancers but beneficial in melanoma, offering potential therapeutic targets.
Area of Science:
- Immunology
- Oncology
- Computational Biology
Background:
- Resistance to programmed cell death (PCD) is a key feature of cancer, hindering effective treatment.
- Complex interactions within PCD pathways, including PANoptosis, obscure the roles of individual molecules.
- PANoptosis, an innate immune-mediated inflammatory PCD, integrates components from various cell death pathways.
Purpose of the Study:
- To systematically evaluate the pancancer clinical significance of PANoptosis using a computational framework.
- To identify potential targetable biomarkers within the PANoptosis pathway for cancer therapy.
Main Methods:
- Development of a systematic computational framework to analyze PANoptosis gene expression.
- Assessment of the prognostic impact of PANoptosis genes across multiple cancer types.
- In vitro validation of a therapeutic strategy targeting ZBP1 in melanoma cells.
Main Results:
- High PANoptosis gene expression was associated with poor prognosis in low-grade glioma (LGG) and kidney renal cell carcinoma (KIRC).
- Specific genes like ZBP1, CASP2, CASP3, CASP4, CASP8, and GSDMD showed negative prognostic effects in LGG.
- Conversely, high PANoptosis gene expression correlated with better outcomes in skin cutaneous melanoma (SKCM), with ZBP1, NLRP1, CASP8, and GSDMD showing positive prognostic effects.
Conclusions:
- PANoptosis plays a complex and context-dependent role in cancer prognosis.
- Key PANoptosis genes (e.g., ZBP1, GSDMD) represent potential therapeutic targets for specific cancers.
- Targeting PANoptosis, as demonstrated by ZBP1 activation in melanoma, can induce cell death and improve outcomes.
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