Mapping the intricacies of GLI1 in hedgehog signaling: A combined bioinformatics and clinical analysis in Head & Neck cancer in Western India

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-09-11 DOI:10.1016/j.currproblcancer.2024.101146
Hitarth V. Patel , Franky D. Shah
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Abstract

Background

Activation of various cancer stem cell pathways are thought to be responsible for treatment failure and loco-regional recurrence in Head and Neck cancer. Hedgehog signaling, a major cancer stem signaling pathway plays a major role in relapse of disease. GLI1, a transcription activator, plays an important role in canonical/non-canonical activation of Hedgehog signaling.

Methods

Data for H&N cancer patients were collected from The Cancer Genome Atlas- H&N Cancer (TCGA-HNSC). GLI1 co-expressed genes in TCGA-HNSC were then identified using cBioPortal and subjected to KEGG pathway analysis by DAVID tool. Network Analyzer and GeneMania plugins from CytoScape were used to identify hub genes and predict a probable pathway from the identified hub genes respectively. To confirm the hypothesis, real-time gene expression was carried out in 75 patients of head and neck cancer.

Results

Significantly higher GLI1 expression was observed in tumor tissues of H&N cancer and it also showed worst overall survival. Using cBioPortal tool, 2345 genes were identified that were significantly co-expressed with GLI1. From which, 15 hub genes were identified through the Network Analyzer plugin in CytoScape. A probable pathway prediction based on hub genes showed the interconnected molecular mechanism and its role in non-canonical activation of Hedgehog pathway by altering the GLI1 activity. The expressions of SHH, GLI1 and AKT1 were significant with each other and were found to be significantly associated with Age, Lymph-Node status and Keratin.

Conclusion

The study emphasizes the critical role of the Hh pathway's activation modes in H&N cancer, particularly highlighting the non-canonical activation through GLI1 and AKT1. The identification of SHH, GLI1 and AKT1 as potential diagnostic biomarkers and their association with clinic-pathological parameters underscores their relevance in prognostication and treatment planning. Hh pathway activation through GLI1 and its cross-talk with various pathways opens up the possibility of newer treatment strategies and developing a panel of therapeutic targets in H&N cancer patients.

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绘制刺猬信号转导中 GLI1 的复杂图谱:印度西部头颈癌的生物信息学和临床综合分析
背景各种癌症干细胞通路的激活被认为是头颈癌治疗失败和局部区域复发的原因。刺猬信号是一种主要的癌症干细胞信号通路,在疾病复发中起着重要作用。GLI1是一种转录激活剂,在Hedgehog信号的规范/非规范激活过程中发挥着重要作用。方法从癌症基因组图谱-H&N癌症(TCGA-HNSC)中收集H&N癌症患者的数据。然后使用 cBioPortal 鉴定 TCGA-HNSC 中的 GLI1 共表达基因,并使用 DAVID 工具进行 KEGG 通路分析。CytoScape 的 Network Analyzer 和 GeneMania 插件分别用于识别枢纽基因和预测已识别枢纽基因的可能通路。结果在 H&N 癌的肿瘤组织中观察到 GLI1 的表达明显较高,而且总生存率也最差。利用 cBioPortal 工具,发现了 2345 个与 GLI1 显著共表达的基因。其中,通过 CytoScape 的网络分析插件确定了 15 个中心基因。基于枢纽基因的可能通路预测显示了相互关联的分子机制及其通过改变 GLI1 的活性在非经典激活刺猬通路中的作用。SHH、GLI1和AKT1的表达相互显著,并发现它们与年龄、淋巴结状态和角蛋白显著相关。 结论该研究强调了Hh通路的激活模式在H&N癌中的关键作用,尤其突出了通过GLI1和AKT1的非经典激活。SHH、GLI1 和 AKT1 被鉴定为潜在的诊断生物标志物,它们与临床病理参数的关联凸显了它们在预后和治疗计划中的重要性。通过 GLI1 激活的 Hh 通路及其与各种通路的交叉对话为更新治疗策略和开发 H&N 癌症患者的治疗靶点提供了可能性。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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