Ma Ruofei, Yuan Huqin, Wang Yaling, Wang Tao, Wang Jijun
Department of Gastric Tumor Surgery, Gansu Provincial Cancer Hospital, Gansu Provincial Academic Institute for Medical Research No. 2 Xiaoxihu East Street, Qilihe District, Lanzhou 730050, Gansu, China.
Department of Respiratory Oncology, Gansu Provincial Cancer Hospital, Gansu Provincial Academic Institute for Medical Research No. 2 Xiaoxihu East Street, Qilihe District, Lanzhou 730050, Gansu, China.
Am J Transl Res. 2024 May 15;16(5):1701-1710. doi: 10.62347/CLLZ7409. eCollection 2024.
To investigate the independent risk factors for a decreased hemoglobin level in gastric cancer patients undergoing adjuvant chemotherapy.
A retrospective study was conducted on 142 gastric cancer patients who received chemotherapy between May 2017 and May 2021 at the Gansu Provincial Cancer Hospital. All patients were subjected to the same regimen of adjuvant chemotherapy combining platinum/taxane and fluorouracil. The correlation between patients' clinicopathological features and the decreased hemoglobin during adjuvant chemotherapy was analyzed. Logistic and LASSO regression analyses were employed to screen for independent risk factors for decreased hemoglobin during adjuvant chemotherapy.
Univariate analysis revealed that intraoperative bleeding, pre-chemotherapy anemia, and hypoalbuminemia were risk factors for the decreased hemoglobin in patients during adjuvant chemotherapy (all P < 0.05). Both logistic and LASSO regression analyses corroborated these factors as influential factors in the decrease of hemoglobin (P < 0.05). In addition, both logistic and LASSO regression models demonstrated similar performance in this aspect. The nomogram model was subjected to internal validation, resulting in a C-index of 0.712 (0.629-0.796). The calibration curves exhibited satisfactory alignment with the ideal curve.
Intraoperative blood loss, pre-chemotherapy anemia, and hypoalbuminemia are independent risk factors for hemoglobin reduction following chemotherapy. Moreover, both the logistic and LASSO regression models exhibited equivalent performance in this context. These findings bear substantial clinical implications, aiding physicians in the management of anemia in patients undergoing chemotherapy.
探讨接受辅助化疗的胃癌患者血红蛋白水平降低的独立危险因素。
对2017年5月至2021年5月在甘肃省肿瘤医院接受化疗的142例胃癌患者进行回顾性研究。所有患者均接受铂类/紫杉烷类与氟尿嘧啶联合的相同辅助化疗方案。分析患者的临床病理特征与辅助化疗期间血红蛋白降低之间的相关性。采用逻辑回归和LASSO回归分析筛选辅助化疗期间血红蛋白降低的独立危险因素。
单因素分析显示,术中出血、化疗前贫血和低蛋白血症是辅助化疗期间患者血红蛋白降低的危险因素(均P<0.05)。逻辑回归和LASSO回归分析均证实这些因素是血红蛋白降低的影响因素(P<0.05)。此外,逻辑回归和LASSO回归模型在这方面表现相似。对列线图模型进行内部验证,C指数为0.712(0.629 - 0.796)。校准曲线与理想曲线显示出良好的一致性。
术中失血、化疗前贫血和低蛋白血症是化疗后血红蛋白降低的独立危险因素。此外,逻辑回归和LASSO回归模型在这种情况下表现相当。这些发现具有重要的临床意义,有助于医生管理化疗患者的贫血问题。