Pan-cancer bioinformatics analysis of hepatic leukemia factor and further validation in colorectal cancer.

IF 1.5 4区 医学 Q4 ONCOLOGY Translational cancer research Pub Date : 2024-07-31 Epub Date: 2024-07-26 DOI:10.21037/tcr-23-2274
Yirong Lin, Zuming Xiong, Yongjun Yang, Wenxin Li, Wei Huang, Minglin Lin, Sen Zhang
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Abstract

Background: Hepatic leukemia factor (HLF) is associated with cancer onset, growth, and progression; however, little is known regarding its biological role in pan-cancer. In order to further evaluate the diagnostic and prognostic value of HLF in pan-cancer and colorectal cancer (CRC), we performed comprehensive bioinformatics analyses of the molecular mechanism of HLF in pan-cancer, with subsequent verification in CRC.

Methods: We downloaded data (gene expression, clinical data, follow-up duration, and immune-related data) related to 33 solid tumor types from UCSC Xena (University of California Santa Cruz cancer database, https://xena.ucsc.edu/). HLF expression was analyzed in pan-cancer, and its diagnostic efficacy, prognostic value, and correlation with pathological stage and cancer immunity were determined. We also analyzed gene alterations in HLF and biological processes involved in its regulation in pan-cancer. Using CRC data in The Cancer Genome Atlas (TCGA), we assessed correlations between HLF and CRC diagnosis, prognosis, and drug sensitivity and performed functional enrichment analyses. Moreover, we constructed an HLF-related ceRNA regulatory network. Finally, we externally validated HLF expression and diagnostic and prognostic value in CRC using Gene Expression Omnibus (GEO) database, as well as by performing in vitro experiments.

Results: HLF expression was downregulated in most tumors, and HLF showed good predictive potential for pan-cancer diagnosis and prognosis. It was closely related to the clinicopathological stages of pan-cancer. Further, HLF was associated with tumor microenvironment and immune cell infiltration in many tumors. Analyses involving cBioPortal revealed changes in HLF amplifications and mutations in most tumors. HLF was also closely associated with microsatellite instability and tumor mutational burden in pan-cancer and involved in regulating various tumor-related pathways and biological processes. In CRC, HLF expression was similarly downregulated, with implications for CRC diagnosis and prognosis. Functional enrichment analysis indicated the association of HLF with many cancer-related pathways. Further, HLF was associated with drug (e.g., oxaliplatin) sensitivity in CRC. The ceRNA regulatory network showed multigene regulation of HLF in CRC. External validation involving GEO databases and quantitative real-time polymerase chain reaction (qRT-PCR) data substantiated these findings.

Conclusions: HLF expression generally exhibited downregulation in pan-cancer, contributing to tumor occurrence and development by regulating various biological processes and affecting tumor immune characteristics. HLF was also closely related to CRC occurrence and development. We believe HLF can serve as a reliable diagnostic, prognostic, and immune biomarker for pan-cancer.

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肝白血病因子的泛癌症生物信息学分析及在结直肠癌中的进一步验证。
背景:肝白血病因子(HLF)与癌症的发生、生长和进展有关;然而,人们对其在泛癌症中的生物学作用知之甚少。为了进一步评估肝白血病因子在泛癌症和结直肠癌(CRC)中的诊断和预后价值,我们对肝白血病因子在泛癌症中的分子机制进行了全面的生物信息学分析,并随后在结直肠癌中进行了验证:我们从 UCSC Xena(加州大学圣克鲁斯分校癌症数据库,https://xena.ucsc.edu/)下载了 33 种实体瘤的相关数据(基因表达、临床数据、随访时间和免疫相关数据)。我们分析了 HLF 在泛癌症中的表达,并确定了其诊断效果、预后价值以及与病理分期和癌症免疫的相关性。我们还分析了泛癌症中 HLF 的基因改变及其调控的生物过程。利用癌症基因组图谱(TCGA)中的 CRC 数据,我们评估了 HLF 与 CRC 诊断、预后和药物敏感性之间的相关性,并进行了功能富集分析。此外,我们还构建了一个与 HLF 相关的 ceRNA 调控网络。最后,我们利用基因表达总库(GEO)数据库以及体外实验从外部验证了HLF的表达以及在CRC中的诊断和预后价值:结果:HLF在大多数肿瘤中表达下调,在泛癌症诊断和预后中显示出良好的预测潜力。它与泛癌的临床病理分期密切相关。此外,在许多肿瘤中,HLF 与肿瘤微环境和免疫细胞浸润有关。涉及 cBioPortal 的分析揭示了大多数肿瘤中 HLF 扩增和突变的变化。在泛癌症中,HLF还与微卫星不稳定性和肿瘤突变负荷密切相关,并参与调节各种肿瘤相关通路和生物过程。在 CRC 中,HLF 的表达同样下调,这对 CRC 的诊断和预后有影响。功能富集分析表明,HLF与许多癌症相关通路有关。此外,HLF还与CRC对药物(如奥沙利铂)的敏感性有关。ceRNA调控网络显示了HLF对CRC的多基因调控。涉及 GEO 数据库和定量实时聚合酶链反应(qRT-PCR)数据的外部验证证实了这些发现:结论:HLF的表达在泛癌症中普遍表现为下调,通过调控各种生物过程和影响肿瘤免疫特征,促进肿瘤的发生和发展。HLF 与 CRC 的发生和发展也密切相关。我们相信,HLF可作为泛癌症的可靠诊断、预后和免疫生物标志物。
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来源期刊
CiteScore
2.10
自引率
0.00%
发文量
252
期刊介绍: Translational Cancer Research (Transl Cancer Res TCR; Print ISSN: 2218-676X; Online ISSN 2219-6803; http://tcr.amegroups.com/) is an Open Access, peer-reviewed journal, indexed in Science Citation Index Expanded (SCIE). TCR publishes laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer; results of novel research investigations which bridge the laboratory and clinical settings including risk assessment, cellular and molecular characterization, prevention, detection, diagnosis and treatment of human cancers with the overall goal of improving the clinical care of cancer patients. The focus of TCR is original, peer-reviewed, science-based research that successfully advances clinical medicine toward the goal of improving patients'' quality of life. The editors and an international advisory group of scientists and clinician-scientists as well as other experts will hold TCR articles to the high-quality standards. We accept Original Articles as well as Review Articles, Editorials and Brief Articles.
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