Li Zhupeng, Xu Jianfeng, Wu Jiacheng, Zhou Junqing, Wang Haiyong, Xu Haixia, Wang Bin, Ding Jianyi, Yu Guangmao, Xu Peng
Department of Cardiothoracic Surgery, Shaoxing People's Hospital, Shaoxing Hospital of Zhejiang University, Shaoxing, China.
Transl Cancer Res. 2025 Apr 30;14(4):2381-2394. doi: 10.21037/tcr-24-1062. Epub 2025 Mar 23.
As is well known, lipids play an important role in cellular metabolism and storage, and they have a significant impact on signal transduction during the growth and metastasis of cancer cells. Our study aimed to evaluate the role of the preoperative plasma lipid profile, including triglycerides (TG), total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), and high-density lipoprotein cholesterol (HDL-C) in prognosis, and to develop nomograms to predict overall survival (OS) and disease-free survival (DFS) based on the preoperative plasma lipid profile for patients with lung adenocarcinoma (LUAD) after complete resection.
Clinical data, including preoperative plasma profile levels, were retrospectively collected and reviewed in 304 patients with LUAD who underwent radical lung resection between 2016-2017. Approval of the study protocol was obtained from the Academic Ethics Committee of Shaoxing People's Hospital, and follow-up on all patients was completed in the clinic or by telephone. The OS and DFS were assessed by the Kaplan-Meier method and the Cox proportional hazards regression model. Clinicopathological factors and preoperative plasma lipid profile factors were integrated to construct nomograms. Calibration plots and concordance indexes (C-indexes) were used to evaluate the accuracy and discrimination of the models.
TC level was significantly related to the sex of the patient (P=0.001), history of smoking (P=0.04), and death (P=0.007), and the HDL-C level was significantly associated with sex (P=0.004), history of smoking (P=0.02), tumor recurrence (P=0.050), and death (P=0.002). TC ≤3.58 and HDL-C ≤1.01 were deemed as independent preoperative risk factors for OS, and HDL-C ≤1.01 was an independent preoperative risk factor for DFS. In the multivariate analyses involving OS and DFS, an increased TC level [hazard ratio (HR), 0.504; 95% confidence interval (CI): 0.324-0.782, P=0.002] was significantly associated with better OS. Additionally, a decreased HDL-C level was significantly associated with worse OS (HR, 0.665; 95% CI: 0.443-0.999, P=0.049) and DFS (HR, 0.619; 95% CI: 0.420-0.912, P=0.02). Preoperative plasma lipid profile factors were involved in constructing the nomograms for predicting 1-, 3-, and 5-year OS and DFS. The C-index of the final nomograms was higher than that of the tumor node metastasis (TNM) staging system for predicting OS (0.735 0.689; P=0.009). The performance of the nomograms for predicting OS (0.699 0.735; P=0.03) and DFS (0.659 0.700; P=0.002) was significantly lower when preoperative plasma lipid profile factors were excluded. These findings indicated that TC and HDL-C levels are associated with the prognosis in patients with LUAD.
In patients with LUAD, increased TC levels may predict better OS, while decreased levels of HDL-C may predict worse outcomes for both DFS and OS. These findings may aid in the identification of high-risk patients and allow them to take necessary measures in advance.
众所周知,脂质在细胞代谢和储存中发挥着重要作用,并且它们对癌细胞生长和转移过程中的信号转导有显著影响。我们的研究旨在评估术前血浆脂质谱,包括甘油三酯(TG)、总胆固醇(TC)、低密度脂蛋白胆固醇(LDL-C)和高密度脂蛋白胆固醇(HDL-C)在预后中的作用,并基于术前血浆脂质谱为完全切除术后的肺腺癌(LUAD)患者制定列线图以预测总生存期(OS)和无病生存期(DFS)。
回顾性收集并分析了2016年至2017年间接受根治性肺切除术的304例LUAD患者的临床资料,包括术前血浆谱水平。本研究方案获得了绍兴市人民医院学术伦理委员会的批准,所有患者均在门诊或通过电话完成随访。采用Kaplan-Meier法和Cox比例风险回归模型评估OS和DFS。将临床病理因素和术前血浆脂质谱因素整合以构建列线图。校准图和一致性指数(C指数)用于评估模型的准确性和区分度。
TC水平与患者性别(P = 0.001)、吸烟史(P = 0.04)和死亡(P = 0.007)显著相关,HDL-C水平与性别(P = 0.004)、吸烟史(P = 0.02)、肿瘤复发(P = 0.050)和死亡(P = 0.002)显著相关。TC≤3.58和HDL-C≤1.01被视为OS的独立术前危险因素,HDL-C≤1.01是DFS的独立术前危险因素。在涉及OS和DFS的多因素分析中,TC水平升高[风险比(HR),0.504;95%置信区间(CI):0.324 - 0.782,P = 0.002]与更好的OS显著相关。此外,HDL-C水平降低与更差的OS(HR,0.665;95%CI:0.443 - 0.999,P = 0.049)和DFS(HR,0.619;95%CI:0.420 - 0.912,P = 0.02)显著相关。术前血浆脂质谱因素参与构建预测1年、3年和5年OS及DFS的列线图。最终列线图的C指数高于肿瘤淋巴结转移(TNM)分期系统预测OS的C指数(0.735对0.689;P = 0.009)。当排除术前血浆脂质谱因素时,列线图预测OS(0.699对0.735;P = 0.03)和DFS(0.659对0.700;P = 0.002)的性能显著降低。这些发现表明TC和HDL-C水平与LUAD患者的预后相关。
在LUAD患者中,TC水平升高可能预测更好的OS,而HDL-C水平降低可能预测DFS和OS更差的结局。这些发现可能有助于识别高危患者,并使他们能够提前采取必要措施。