Microenvironment, systemic inflammatory response and tumor markers considering consensus molecular subtypes of colorectal cancer

Anna Jakab, Árpád V. Patai, Mónika Darvas, Karolina Tormássi-Bély, T. Micsik
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Abstract

Introduction: Colorectal carcinomas (CRC) are one of the most frequent malignancies worldwide. Based on gene expression profile analysis, CRCs can be classified into four distinct subtypes also known as the consensus molecular subtypes (CMS), which predict biological behaviour. Besides CMS, several other aspects of tumor microenvironment (TME) and systemic inflammatory response (SIR) influence the outcome of CRC patients. TME and inflammation have important role in the immune (CMS1) and mesenchymal (CMS4) subtypes, however, the relationship between these and systemic inflammation has not been assessed yet. Our objective was to evaluate the connection between CMS, TME and SIR, and to analyze the correlation between these markers and routinely used tumor markers, such as CEA (Carcinoembryonic Antigen) and CA19-9 (Carbohydrate Antigen 19-9). Methods: FFPE (Formalin Fixed Paraffin Embedded) samples of 185 CRC patients were collected. TME was described using tumor-stroma ratio (TSR), Klintrup-Makinen (KM) grade, and Glasgow Microenvironment Score (GMS). CMS classification was performed on tissue microarray using MLH1, PMS2, MSH2 and MSH6, and pan-cytokeratin, CDX2, FRMD6, HTR2B and ZEB1 immunohistochemical stains. Pre-operative tumor marker levels and inflammatory markers [C-reactive protein - CRP, albumin, absolute neutrophil count (ANC), absolute lymphocyte count (ALC), absolute platelet count (APC)] and patient history were retrieved using MedSolution database. Results: Amongst TME-markers, TSR correlated most consistently with adverse clinicopathological features (p < 0.001) and overall survival (p < 0.001). Elevated CRP and modified Glasgow Prognostic Score (mGPS) were associated with worse outcome and aggressive phenotype, similarly to tumor markers CEA and CA19-9. Stroma–Tumor Marker score (STM score), a new combined score of CA19-9 and TSR delivered the second best prognostication after mGPS. Furthermore, CMS4 showed association with TSR and several laboratory markers (albumin and platelet derived factors), but not with other SIR descriptors. CMS did not show any association with CEA and CA19-9 tumor markers. Conclusion: More routinely available TME, SIR and tumor markers alone and in combination deliver reliable prognostic data for choosing the patients with higher risk for propagation. CMS4 is linked with high TSR and poor prognosis, but in overall, CMS-classification showed only limited effect on SIR- and tumor-markers.
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考虑结直肠癌分子亚型共识的微环境、全身炎症反应和肿瘤标记物
导言:结直肠癌(CRC)是全球最常见的恶性肿瘤之一。根据基因表达谱分析,结直肠癌可分为四种不同的亚型,也称为共识分子亚型(CMS),这些亚型可预测其生物学行为。除了 CMS 之外,肿瘤微环境(TME)和全身炎症反应(SIR)也会影响 CRC 患者的预后。肿瘤微环境和炎症反应在免疫亚型(CMS1)和间充质亚型(CMS4)中起着重要作用,但这些亚型与全身炎症反应之间的关系尚未得到评估。我们的目的是评估 CMS、TME 和 SIR 之间的联系,并分析这些标记物与常规使用的肿瘤标记物(如癌胚抗原(CEA)和碳水化合物抗原 19-9(CA19-9))之间的相关性。研究方法收集了 185 例 CRC 患者的 FFPE(福尔马林固定石蜡包埋)样本。采用肿瘤-基质比(TSR)、克林特鲁普-马基宁(KM)分级和格拉斯哥微环境评分(GMS)对 TME 进行描述。CMS分类是在组织芯片上使用MLH1、PMS2、MSH2和MSH6以及泛细胞角蛋白、CDX2、FRMD6、HTR2B和ZEB1免疫组化染色进行的。术前肿瘤标记物水平、炎症标记物[C反应蛋白(CRP)、白蛋白、绝对中性粒细胞计数(ANC)、绝对淋巴细胞计数(ALC)、绝对血小板计数(APC)]和患者病史均通过MedSolution数据库进行检索。结果:在TME标志物中,TSR与不良临床病理特征(P<0.001)和总生存率(P<0.001)的相关性最高。CRP和改良格拉斯哥预后评分(mGPS)升高与较差的预后和侵袭性表型相关,与肿瘤标志物CEA和CA19-9相似。基质-肿瘤标志物评分(STM评分)是CA19-9和TSR的新组合评分,是仅次于mGPS的第二好的预后指标。此外,CMS4 与 TSR 和几种实验室标记物(白蛋白和血小板衍生因子)相关,但与其他 SIR 描述指标无关。CMS 与 CEA 和 CA19-9 肿瘤标志物没有任何关联。结论更多常规可用的 TME、SIR 和肿瘤标记物单独或联合使用可提供可靠的预后数据,用于选择传播风险较高的患者。CMS4与高TSR和不良预后有关,但总体而言,CMS分类对SIR和肿瘤标志物的影响有限。
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