综合分析揭示 COL4A3 是紫外线相关皮肤皮肤黑色素瘤的新型诊断和治疗靶点

IF 1.9 4区 医学 Q3 DERMATOLOGY Clinical, Cosmetic and Investigational Dermatology Pub Date : 2024-06-17 eCollection Date: 2024-01-01 DOI:10.2147/CCID.S461959
Zuochao Yao, Lu Lu, Qianhui Xu, Shan Hua, Hui Wang, Hua Jiang
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引用次数: 0

摘要

背景:大量紫外线照射是诱发 SKCM 发病和恶化的重要因素。此外,这种暴露与肿瘤的恶性程度和患者的预后密切相关。我们的目标是找出与紫外线暴露相关的肿瘤生物标志物数据库,并将其用于 SKCM 的预后分析、诊断和治疗:本研究使用加权基因共表达网络分析(WGCNA)和基因突变频率分析法,利用 GSE59455 和癌症基因组图谱数据库(TCGA)筛选与紫外线相关的靶基因。利用考克斯回归和最小绝对收缩与选择算子分析(LASSCO)建立了预后模型。此外,体外实验进一步验证了过表达或敲除 COL4A3 可调控 SKMEL28 和 A357 黑色素瘤细胞的增殖和迁移能力:结果:建立了一个预后模型,其中包括六个在SKCM中与紫外线相关的高突变基因:COL4A3、CHRM2、DSC3、GIMAP5、LAMC2和PSG7。该模型与患者存活率有很强的相关性(P˂0.001,危险比(HR)= 1.57),并有显著的预测作用(P˂0.001,HR = 3.050)。此外,该模型与免疫细胞(包括 CD8+ T 细胞)(Cor=-0.408,P˂0.001)和 M1 型巨噬细胞(Cor=-0.385,P˂0.001)以及免疫检查点(包括程序性细胞死亡配体-1)呈负相关。此外,我们还发现 COL4A3 是一种具有重要预测功能的分子。过表达 COL4A3 能显著抑制 SKMEL28 和 A357 黑色素瘤细胞的增殖、迁移和侵袭能力,而敲除 COL4A3 则会产生相反的结果。COL4A3的过表达增强了伊马替尼对SKMEL28和A357细胞增殖、迁移和侵袭能力的抑制作用:通过分析预后、免疫浸润和免疫检查点特征,验证了预后模型的有效性。COL4A3 是 SKCM 的新型诊断和治疗靶点,为小分子靶向药物疗法提供了新策略。
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Integrated Analysis Reveals COL4A3 as a Novel Diagnostic and Therapeutic Target in UV-Related Skin Cutaneous Melanoma.

Background: High levels of UV exposure are a significant factor that can trigger the onset and progression of SKCM. Moreover, this exposure is closely linked to the malignancy of the tumor and the prognosis of patients. Our objective is to identify a tumor biomarker database associated with UV exposure, which can be utilized for prognostic analysis and diagnosis and treatment of SKCM.

Methods: This study used the weighted gene co-expression network analyses (WGCNA) and gene mutation frequency analyses to screen for UV-related target genes using the GSE59455 and the cancer genome atlas databases (TCGA). The prognostic model was created using Cox regression and least absolute shrinkage and selection operator analyses (LASSCO). Furthermore, in vitro experiments further validated that the overexpression or knockdown of COL4A3 could regulate the proliferation and migration abilities of SKMEL28 and A357 melanoma cells.

Results: A prognostic model was created that included six genes with a high UV-related mutation in SKCM: COL4A3, CHRM2, DSC3, GIMAP5, LAMC2, and PSG7. The model had a strong patient survival correlation (P˂0.001, hazard ratio (HR) = 1.57) and significant predictor (P˂0.001, HR = 3.050). Furthermore, the model negatively correlated with immune cells, including CD8+ T cells (Cor=-0.408, P˂0.001), and M1-type macrophages (Cor=-0.385, P˂0.001), and immune checkpoints, including programmed cell death ligand-1. Moreover, we identified COL4A3 as a molecule with significant predictive functionality. Overexpression of COL4A3 significantly inhibited the proliferation, migration, and invasion abilities of SKMEL28 and A357 melanoma cells, while knockdown of COL4A3 yielded the opposite results. And overexpression of COL4A3 enhanced the inhibitory effects of imatinib on the proliferation, migration, and invasion abilities of SKMEL28 and A357 cells.

Conclusion: The efficacy of the prognostic model was validated by analyzing the prognosis, immune infiltration, and immune checkpoint profiles. COL4A3 stands out as a novel diagnostic and therapeutic target for SKCM, offering new strategies for small-molecule targeted drug therapies.

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来源期刊
CiteScore
2.80
自引率
4.30%
发文量
353
审稿时长
16 weeks
期刊介绍: Clinical, Cosmetic and Investigational Dermatology is an international, peer-reviewed, open access journal that focuses on the latest clinical and experimental research in all aspects of skin disease and cosmetic interventions. Normal and pathological processes in skin development and aging, their modification and treatment, as well as basic research into histology of dermal and dermal structures that provide clinical insights and potential treatment options are key topics for the journal. Patient satisfaction, preference, quality of life, compliance, persistence and their role in developing new management options to optimize outcomes for target conditions constitute major areas of interest. The journal is characterized by the rapid reporting of clinical studies, reviews and original research in skin research and skin care. All areas of dermatology will be covered; contributions will be welcomed from all clinicians and basic science researchers globally.
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