Characterisation of colorectal cancer by hierarchical clustering analyses for five stroma-related markers

IF 3.4 2区 医学 Q1 PATHOLOGY Journal of Pathology Clinical Research Pub Date : 2024-06-18 DOI:10.1002/2056-4538.12386
Sunao Ito, Akira Koshino, Chengbo Wang, Takahiro Otani, Masayuki Komura, Akane Ueki, Shunsuke Kato, Hiroki Takahashi, Masahide Ebi, Naotaka Ogasawara, Toyonori Tsuzuki, Kenji Kasai, Kunio Kasugai, Shuji Takiguchi, Satoru Takahashi, Shingo Inaguma
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Abstract

Evidence for the tumour-supporting capacities of the tumour stroma has accumulated rapidly in colorectal cancer (CRC). Tumour stroma is composed of heterogeneous cells and components including cancer-associated fibroblasts (CAFs), small vessels, immune cells, and extracellular matrix proteins. The present study examined the characteristics of CAFs and collagen, major components of cancer stroma, by immunohistochemistry and Sirius red staining. The expression status of five independent CAF-related or stromal markers, decorin (DCN), fibroblast activation protein (FAP), podoplanin (PDPN), alpha-smooth muscle actin (ACTA2), and collagen, and their association with clinicopathological features and clinical outcomes were analysed. Patients with DCN-high tumours had a significantly worse 5-year survival rate (57.3% versus 79.0%; p = 0.044). Furthermore, hierarchical clustering analyses for these five markers identified three groups that showed specific characteristics: a solid group (cancer cell-rich, DCNLowPDPNLow); a PDPN-dominant group (DCNMidPDPNHigh); and a DCN-dominant group (DCNHighPDPNLow), with a significant association with patient survival (p = 0.0085). Cox proportional hazards model identified the PDPN-dominant group (hazard ratio = 0.50, 95% CI = 0.26–0.96, p = 0.037) as a potential favourable factor compared with the DCN-dominant group. Of note, DCN-dominant tumours showed the most advanced pT stage and contained the lowest number of CD8+ and FOXP3+ immune cells. This study has revealed that immunohistochemistry and special staining of five stromal factors with hierarchical clustering analyses could be used for the prognostication of patients with CRC. Cancer stroma-targeting therapies may be candidate treatments for patients with CRC.

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通过对五种间质相关标记物进行分层聚类分析,确定结直肠癌的特征。
在结直肠癌(CRC)中,肿瘤基质支持肿瘤能力的证据迅速积累。肿瘤基质由异质细胞和成分组成,包括癌相关成纤维细胞(CAFs)、小血管、免疫细胞和细胞外基质蛋白。本研究通过免疫组化和天狼星红染色法研究了癌症基质的主要成分 CAFs 和胶原蛋白的特征。研究分析了五种独立的CAF相关或基质标记物,即decorin(DCN)、fibroblast activation protein(FAP)、podoplanin(PDPN)、alpha-smooth muscle actin(ACTA2)和胶原蛋白的表达状态,以及它们与临床病理特征和临床结果的关系。高DCN肿瘤患者的5年生存率明显较低(57.3%对79.0%;P = 0.044)。此外,对这五种标记物进行分层聚类分析后发现,有三组显示出特定的特征:实变组(癌细胞丰富,DCNLowPDPNLow);PDPN显性组(DCNMidPDPNHigh);以及DCN显性组(DCNHighPDPNLow),这三组与患者的生存率有显著关联(p = 0.0085)。Cox 比例危险模型发现,与 DCN 优势组相比,PDPN 优势组(危险比 = 0.50,95% CI = 0.26-0.96,p = 0.037)是潜在的有利因素。值得注意的是,DCN主导型肿瘤的pT分期最晚,CD8+和FOXP3+免疫细胞数量最少。这项研究揭示了免疫组化和五种基质因子的特殊染色以及分层聚类分析可用于预测 CRC 患者的预后。癌症基质靶向疗法可能是治疗 CRC 患者的候选疗法。
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来源期刊
Journal of Pathology Clinical Research
Journal of Pathology Clinical Research Medicine-Pathology and Forensic Medicine
CiteScore
7.40
自引率
2.40%
发文量
47
审稿时长
20 weeks
期刊介绍: The Journal of Pathology: Clinical Research and The Journal of Pathology serve as translational bridges between basic biomedical science and clinical medicine with particular emphasis on, but not restricted to, tissue based studies. The focus of The Journal of Pathology: Clinical Research is the publication of studies that illuminate the clinical relevance of research in the broad area of the study of disease. Appropriately powered and validated studies with novel diagnostic, prognostic and predictive significance, and biomarker discover and validation, will be welcomed. Studies with a predominantly mechanistic basis will be more appropriate for the companion Journal of Pathology.
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