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肝白血病因子的泛癌生物信息学分析及在结直肠癌中的进一步验证

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

作者信息

Lin Yirong, Xiong Zuming, Yang Yongjun, Li Wenxin, Huang Wei, Lin Minglin, Zhang Sen

机构信息

Department of Colorectal and Anal Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, China.

出版信息

Transl Cancer Res. 2024 Jul 31;13(7):3299-3317. doi: 10.21037/tcr-23-2274. Epub 2024 Jul 26.

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 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.

摘要

背景

肝白血病因子(HLF)与癌症的发生、生长和进展相关;然而,关于其在泛癌中的生物学作用知之甚少。为了进一步评估HLF在泛癌和结直肠癌(CRC)中的诊断和预后价值,我们对HLF在泛癌中的分子机制进行了全面的生物信息学分析,并随后在CRC中进行了验证。

方法

我们从加州大学圣克鲁兹分校癌症数据库(UCSC Xena,https://xena.ucsc.edu/)下载了与33种实体瘤类型相关的数据(基因表达、临床数据、随访时间和免疫相关数据)。分析了HLF在泛癌中的表达,并确定了其诊断效能、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HLF的基因改变及其在泛癌中调控所涉及的生物学过程。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,我们构建了一个与HLF相关的ceRNA调控网络。最后,我们使用基因表达综合数据库(GEO)以及进行实验,在外部验证了HLF在CRC中的表达以及诊断和预后价值。

结果

HLF在大多数肿瘤中表达下调,并且HLF对泛癌的诊断和预后具有良好的预测潜力。它与泛癌的临床病理分期密切相关。此外,HLF在许多肿瘤中与肿瘤微环境和免疫细胞浸润相关。涉及cBioPortal的分析揭示了大多数肿瘤中HLF扩增和突变的变化。HLF在泛癌中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途径和生物学过程。在CRC中,HLF表达同样下调,对CRC的诊断和预后有影响。功能富集分析表明HLF与许多癌症相关途径有关。此外,HLF与CRC中的药物(如奥沙利铂)敏感性相关。ceRNA调控网络显示了CRC中HLF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表达在泛癌中普遍下调,通过调节各种生物学过程并影响肿瘤免疫特征促进肿瘤的发生和发展。HLF也与CRC的发生和发展密切相关。我们认为HLF可作为泛癌可靠的诊断、预后和免疫生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a44/11319992/dede9c85d25c/tcr-13-07-3299-f1.jpg

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