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基于血红蛋白、白蛋白、纤维蛋白原和中性粒细胞与淋巴细胞比值的预测模型,用于区分结直肠癌患者和良性腺瘤患者。

Predictive model using hemoglobin, albumin, fibrinogen, and neutrophil-to-lymphocyte ratio to distinguish patients with colorectal cancer from those with benign adenoma.

机构信息

Department of Anesthesiology and Intensive Medicine, St. Elizabeth's Cancer Institute, Faculty of Medicine, Comenius University in Bratislava, Bratislava, Slovakia.

Department of Oncological Surgery, St. Elizabeth's Cancer Institute, Faculty of Medicine, Comenius University in Bratislava, Bratislava, Slovakia.

出版信息

Neoplasma. 2021 Nov;68(6):1292-1300. doi: 10.4149/neo_2021_210331N435. Epub 2021 Sep 28.

Abstract

Colorectal cancer (CRC) is associated with inflammation, activation of coagulation, and mild anemia. Hematological parameters reflecting ongoing cancer may have the potency to be effective for early diagnostics of CRC. The aim of this study was to examine the validity and relationship between some biochemical and hematological parameters for the early diagnosis of CRC. We designed a prospective observational cohort study to analyze whether these laboratory markers have the potency to distinguish benign tumors from malignant before planned surgery. The clinical data were collected from 208 patients with suspected benign or malignant colorectal tumors who were eligible for elective surgery between September 2018 and January 2020. Blood samples were collected one day before surgery, examined parameters included: complete blood count, hemoglobin (HGB) concentration, albumin (ALB), C-reactive protein (CRP), interleukin-6 (IL-6), and fibrinogen (FG). Absolute neutrophil and lymphocyte counts were used for the calculation of the neutrophil-to-lymphocyte ratio (NLR). The diagnosis was confirmed by histopathological examination. The 197 patients were divided into the group of benign (B group = 52 patients) or malignant tumors (CRC group = 145 patients). ROC curves and cut-off values of NLR, HGB, FG, and ALB concentration, serum CRP and IL-6 levels. In the cohort of 197 adult patients submitted for the elective colorectal surgery, the complete blood samples drawn one day before surgery showed significant differences between patients with benign tumors and colorectal carcinoma: HGB (mean 139.9 g/l vs. 129.9; p<0.001), FG (mean 3.36 g/l vs. 3.94 g/l; p<0.001), ALB (mean 43.4 g/l vs. 41.1 g/l; p=0.001), NLR (mean 2.73 vs. 3.88; p=0.016), respectively. CRP (mean 2.9 mg/l vs. 4.4 mg/l; p=0.011), thrombocyte count (mean 235×109/l vs. 265×109/l; p<0.029). Differences in IL-6 concentrations were not significant (2.9 pg/ml vs. 4.15 pg/ml; p=0.052). Using multivariable logistic regression analysis, four valid parameters (HGB, FG, ALB, and NLR) were suitable for the construction of a diagnostic predictive model for the identification of CRC. In conclusion, a panel of routinely examined blood parameters like HGB, FG, ALB, and NLR has the potency to distinguish patients with benign tumors from malignant by applying a diagnostic predictive model for early laboratory detection of CRC.

摘要

结直肠癌(CRC)与炎症、凝血激活和轻度贫血有关。反映持续癌症的血液学参数可能具有用于 CRC 早期诊断的效力。本研究的目的是检查一些生化和血液学参数在 CRC 早期诊断中的有效性和关系。我们设计了一项前瞻性观察性队列研究,以分析这些实验室标志物在计划手术前是否有能力将良性肿瘤与恶性肿瘤区分开来。临床数据来自 2018 年 9 月至 2020 年 1 月期间有疑似良性或恶性结直肠肿瘤的 208 名符合条件的择期手术患者。在手术前一天采集血样,检查参数包括:全血细胞计数、血红蛋白(HGB)浓度、白蛋白(ALB)、C-反应蛋白(CRP)、白细胞介素-6(IL-6)和纤维蛋白原(FG)。绝对中性粒细胞和淋巴细胞计数用于计算中性粒细胞与淋巴细胞比值(NLR)。诊断通过组织病理学检查确认。197 名患者分为良性组(B 组=52 名患者)或恶性肿瘤组(CRC 组=145 名患者)。绘制 ROC 曲线和 NLR、HGB、FG、ALB 浓度、血清 CRP 和 IL-6 水平的截断值。在提交择期结直肠手术的 197 名成年患者队列中,手术前一天采集的全血样本显示良性肿瘤和结直肠癌患者之间存在显著差异:HGB(平均值 139.9 g/l 与 129.9 g/l;p<0.001)、FG(平均值 3.36 g/l 与 3.94 g/l;p<0.001)、ALB(平均值 43.4 g/l 与 41.1 g/l;p=0.001)、NLR(平均值 2.73 与 3.88;p=0.016),分别。CRP(平均值 2.9 mg/l 与 4.4 mg/l;p=0.011)、血小板计数(平均值 235×109/l 与 265×109/l;p<0.029)。IL-6 浓度的差异无统计学意义(2.9 pg/ml 与 4.15 pg/ml;p=0.052)。使用多变量逻辑回归分析,四个有效参数(HGB、FG、ALB 和 NLR)适用于构建用于识别 CRC 的诊断预测模型。总之,一组常规检查的血液参数,如 HGB、FG、ALB 和 NLR,通过应用用于 CRC 早期实验室检测的诊断预测模型,具有区分良性肿瘤和恶性肿瘤的潜力。

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