ArticleCancer medicine2022
Pan-cancer analyses reveal that increased Hedgehog activity correlates with tumor immunosuppression and resistance to immune checkpoint inhibitors.
Article in Cancer medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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14 citing papers in PubMed.
- A novel humanized immune stroma PDX cancer model for therapeutic studies.Cancer immunology, immunotherapy : CII · 2026Article
- Therapeutic and Prognostic Relevance of Cancer Stem Cell Populations in Endometrial Cancer: A Narrative Review.Diagnostics (Basel, Switzerland) · 2025Review
- GLI2 Facilitates Tumor Immune Evasion and Immunotherapeutic Resistance by Coordinating WNT and Prostaglandin Signaling.Cancer research · 2025Article
- Noncanonical UPR factor CREB3L2 drives immune evasion of triple-negative breast cancer through Hedgehog pathway modulation in T cells.Science advances · 2025Article
- Hedgehog pathway and cancer: A new area (Review).Oncology reports · 2024Review
- Sonic hedgehog expression in steatohepatitic hepatocellular carcinoma and its clinicopathological significance.Oncology letters · 2024Article
- Article
- The Role of Hedgehog Signaling in the Melanoma Tumor Bone Microenvironment.International journal of molecular sciences · 2023Article
- Emerging Roles of Hedgehog Signaling in Cancer Immunity.International journal of molecular sciences · 2023Review
- The emerging roles of Hedgehog signaling in tumor immune microenvironment.Frontiers in oncology · 2023Review
- Prognostic and Immunological Implications of FAM72A in Pan-Cancer and Functional Validations.International journal of molecular sciences · 2022Article
- The role of Hedgehog and Notch signaling pathway in cancer.Molecular biomedicine · 2022Review
- Pan-cancer analyses reveal that increased Hedgehog activity correlates with tumor immunosuppression and resistance to immune checkpoint inhibitors.Cancer medicine · 2022Article
- HNRNPA2B1 Demonstrates Diagnostic and Prognostic Values Based on Pan-Cancer Analyses.Computational and mathematical methods in medicine · 2022Article
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Abstract
backgroundImmune checkpoint inhibitors (ICIs) have shown numerous clinical benefits in multiple cancer types, but good predictive biomarkers are severely lacking. Although increasing evidence has linked Hedgehog (Hh) signaling pathway with tumor development, a systematic investigation for its potential as a biomarker remains elusive.
methodsWe collected and analyzed the transcriptional data and clinical outcomes of diverse cancers from the Cancer Genome Atlas and four published ICI datasets. Hh activity was estimated by conducting a single-sample gene-set enrichment analysis (ssGSEA) for the Hh-related genes and calculating the ssGSEA score in each tumor sample.
resultsOur findings suggest that tumors with high Hh activity displayed multiple immunosuppressive characteristics, including lack of anti-tumor response pathways, downregulation of immune effectors, enrichment of immunosuppressive cells and chemokines, and activation of immunosuppressive signaling. Notably, patients in the non-response group had enriched Hh activity and showed worse overall survival (OS; pooled HR = 1.50, 95% CI = 1.02-2.21, p = 0.039). In the subgroup of high programmed cell death ligand 1 (PD-L1) expression, patients who harbored high Hh activity displayed a dramatically lower response rate to ICIs and a strikingly worse OS (pooled HR = 2.89, 95% CI = 1.53-5.49, p < 0.001).
conclusionIncreased Hh activity correlates with tumor immunosuppression across diverse cancers. Hh activity is not only a predictive biomarker for resistance to ICIs but can also better predict clinical outcomes in combination with PD-L1 expression.
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