Department of Critical Care Medicine, Chongqing University Three Gorges Hospital, Chongqing, 404100, China.
Department of Critical Care Medicine, The First Affiliated Hospital of Xinjiang Medical University, Ürümqi, 830054, China.
Virol J. 2022 Mar 28;19(1):57. doi: 10.1186/s12985-022-01786-2.
Abnormalities of lymphocyte subsets and cytokine profiles have been observed in most patients with coronavirus disease (COVID-19). Here, we explore the role of lymphocyte subsets and cytokines on hospital admission in predicting the severity of COVID-19.
This study included 214 patients with COVID-19 who were treated at Chongqing University Three Gorges Hospital from January 19, 2020 to April 30, 2020. Any mutants were not detected in the studied patients. Patients were divided into non-intensive care unit (ICU) (mild/moderate) group and ICU (severe/critical) group, according to the severity of the disease. Clinical and laboratory data, including peripheral lymphocyte subsets and cytokines, were analyzed and compared. Logistic regression was used to analyze the predictive factors for ICU admission. Receiver operating characteristic (ROC) curves were drawn to evaluate the predictive value of selected indicators for the severity of COVID-19.
Of the 214 patients enrolled, 161 were non-ICU patients and 53 were ICU patients. Lymphopenia was observed in nearly all of ICU patients (96.2%) and 84.5% of non-ICU patients on hospital admission. The absolute number of lymphocytes, CD3 T cells, CD4 T cells, CD8 T cells, CD19 B cells, and natural killer (NK) cells were lower in ICU group (659.00 × 10/L, 417.00 × 10/L, 261.00 × 10/L, 140.00 × 10/L, 109.00 × 10/L, 102.00 × 10/L, respectively) than in non-ICU group (1063.00 × 10/L, 717.00 × 10/L, 432.00 × 10/L, 271.00 × 10/L, 133.00 × 10/L, 143.00 × 10/L, respectively). Interleukin (IL)-6 was significantly higher in ICU patients than in non-ICU patients (18.08 pg/mL vs. 3.13 pg/mL, P < 0.001). Multivariate logistic regression analysis showed that age (odds ratio: 1.067 [1.034-1.101]), diabetes mellitus (odds ratio: 9.154 [2.710-30.926]), CD3 T cells (odds ratio: 0.996 [0.994-0.997]), and IL-6 (odds ratio: 1.006 [1.000-1.013]) were independent predictors for the development of severe disease. ROC curve analysis showed that the area under the ROC curve (AUC) of CD3 T cells and IL-6 was 0.806 (0.737-0.874) and 0.785 (0.705-0.864), respectively, and the cutoff values were 510.50 × 10/L (sensitivity, 71.7%; specificity, 79.5%) and 6.58 pg/mL (77.4%, 74.5%), respectively. There were no statistical differences among all tested indicators of lymphocyte subsets and cytokines between severe group (n = 38) and critical group (n = 15) on hospital admission or ICU admission, respectively.
The levels of lymphocyte subsets decreased and the level of IL-6 increased significantly in ICU COVID-19 patients compared with non-ICU COVID-19 patients. Therefore, the number of CD3 T cells and the level of IL-6 on hospital admission may serve as predictive factors for identifying patients with wild-type virus infection who will have severe disease.
冠状病毒病(COVID-19)患者的淋巴细胞亚群和细胞因子谱通常存在异常。在这里,我们探讨了淋巴细胞亚群和细胞因子在预测 COVID-19 严重程度方面在入院时的作用。
这项研究纳入了 2020 年 1 月 19 日至 2020 年 4 月 30 日期间在重庆大学三峡医院接受治疗的 214 例 COVID-19 患者。研究患者未检测到任何突变体。根据疾病严重程度,患者分为非重症监护病房(ICU)(轻症/中度)组和 ICU(重症/危重症)组。分析并比较了临床和实验室数据,包括外周血淋巴细胞亚群和细胞因子。使用逻辑回归分析 ICU 入院的预测因素。绘制受试者工作特征(ROC)曲线以评估所选指标对 COVID-19 严重程度的预测价值。
在纳入的 214 例患者中,161 例为非 ICU 患者,53 例为 ICU 患者。入院时,几乎所有 ICU 患者(96.2%)和 84.5%的非 ICU 患者均出现淋巴细胞减少症。ICU 组的淋巴细胞绝对数、CD3 T 细胞、CD4 T 细胞、CD8 T 细胞、CD19 B 细胞和自然杀伤(NK)细胞均较低(659.00×10/L、417.00×10/L、261.00×10/L、140.00×10/L、109.00×10/L、102.00×10/L),而非 ICU 组的分别为(1063.00×10/L、717.00×10/L、432.00×10/L、271.00×10/L、133.00×10/L、143.00×10/L)。与非 ICU 患者相比,ICU 患者的白细胞介素(IL)-6 明显升高(18.08 pg/mL 比 3.13 pg/mL,P<0.001)。多变量逻辑回归分析表明,年龄(比值比:1.067 [1.034-1.101])、糖尿病(比值比:9.154 [2.710-30.926])、CD3 T 细胞(比值比:0.996 [0.994-0.997])和 IL-6(比值比:1.006 [1.000-1.013])是发生重症疾病的独立预测因素。ROC 曲线分析显示,CD3 T 细胞和 IL-6 的 ROC 曲线下面积(AUC)分别为 0.806(0.737-0.874)和 0.785(0.705-0.864),截断值分别为 510.50×10/L(敏感性,71.7%;特异性,79.5%)和 6.58 pg/mL(77.4%,74.5%)。入院时,严重组(n=38)和危重组(n=15)之间所有淋巴细胞亚群和细胞因子的检测指标之间均无统计学差异。
与非 ICU COVID-19 患者相比,ICU COVID-19 患者的淋巴细胞亚群水平降低,IL-6 水平显著升高。因此,入院时 CD3 T 细胞数量和 IL-6 水平可能是识别具有野生型病毒感染并将发展为重症疾病的患者的预测因子。