综合泛癌症分析揭示了ABC转运蛋白家族的治疗靶点。

IF 2.6 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
PLoS ONE Pub Date : 2025-05-30 eCollection Date: 2025-01-01 DOI:10.1371/journal.pone.0308585
Madahiah Bint E Masood, Iqra Shafique, Muhammad Inam Rafique, Ayesha Iman, Ariba Abbasi, Mehak Rafiq, Uzma Habib
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引用次数: 0

摘要

新一代测序技术能够对癌症诊断和预后进行统一和公正的评估。然而,这些研究大多是类型特异性的,捕获负责肿瘤转化和进展的共享基因组异常是一项具有挑战性的任务。泛癌症分析提供了对驱动癌症的共享和独特的分子机制的见解。我们对来自30种不同癌症类型的10629个样本进行了综合基因表达分析,这些样本由癌症基因组图谱(TCGA)表征。构建基因共表达网络,将选择的模块与差异表达基因(differential expression genes, deg)重叠的基因指定为感兴趣的基因。经过全面的文献回顾,由于缺乏系统的泛癌分析,我们选择ATP结合盒亚家族a成员10 (ABCA10)和ATP结合盒亚家族B成员5 (ABCB5)作为下游分析的关键候选者。该研究首次对ABCA10和ABCB5进行了全面的泛癌症分析,突出了它们在肿瘤生物学和临床结果中的作用。我们使用多种生物信息学工具来探索这些基因在不同肿瘤中的作用。我们的研究表明,ABCA10表达减少,而ABCB5在不同肿瘤中表现出不同的表达模式,表明它们在泛癌中的作用相反,功能灵活。在许多癌症患者中,这些表达模式与较差的生存结果相关。此外,多种肿瘤类型的免疫治疗反应和免疫浸润与ABCA10和ABCB5的表达水平相关。这些结果表明ABCA10和ABCB5可以作为各种癌症的有价值的预测标记和潜在的治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrated pan-cancer analysis revealed therapeutic targets in the ABC transporter protein family.

Next-generation sequencing technology enables uniform and impartial assessment of cancer diagnoses and prognosis. However, such studies are mostly type-specific, and capturing shared genomic abnormalities responsible for neoplastic transformation and progression is a challenging task. Pan-cancer analysis offers insights into the shared and unique molecular mechanisms driving cancer. We conducted an integrated gene-expression analysis using 10,629 samples from 30 distinct cancer types characterized by The Cancer Genome Atlas (TCGA). A gene co-expression network was constructed and genes overlapping between the selected modules and Differentially Expressed Genes (DEGs) were designated as genes of interest. Following a comprehensive literature review, ATP binding cassette subfamily A member 10 (ABCA10) and ATP binding cassette subfamily B member 5 (ABCB5) were selected as key candidates for downstream analysis due to the absence of systematic pan-cancer analysis of these genes. This study presents a unique contribution as the first comprehensive pan-cancer analysis of ABCA10 and ABCB5, highlighting their roles in tumor biology and clinical outcomes. We employed a variety of bioinformatics tools to explore the role of these genes across different tumors. Our research demonstrated that ABCA10 shows reduced expression, while ABCB5 displays variable expression patterns across tumors, indicating their opposing roles and flexible functions in pan-cancer. In many cancer patients, these expression patterns are correlated with worse survival outcomes. Furthermore, immunotherapy responses and immune infiltration across a variety of tumor types are associated with the expression levels of both ABCA10 and ABCB5. These results imply that ABCA10 and ABCB5 could serve as valuable predictive markers and potential therapeutic targets across various cancers.

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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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