Li Fucheng, Gao Tian, Li Zhaoting, Dou He, Ba Yuling, Jia Siyuan, Luo Danli, Xiao Min
Department of Breast Surgery, Harbin Medical University Cancer Hospital, No. 150, Haping Road, Nangang District, Harbin, Heilongjiang 150081, China.
Department of Breast Surgery, Harbin Medical University Cancer Hospital, No. 150, Haping Road, Nangang District, Harbin, Heilongjiang 150081, China.
Transl Oncol. 2025 Mar;53:102292. doi: 10.1016/j.tranon.2025.102292. Epub 2025 Jan 29.
Insulin resistance (IR) is closely associated with the risk of breast cancer. The triglyceride-glucose (TyG) index and the triglyceride-glucose-body mass index (TyG-BMI) are considered surrogate indicators of IR; however, their prognostic value in breast cancer patients has not been discussed. The purpose of this study is not only to explore whether the TyG index and the TyG-BMI can predict the chemotherapy response and long-term prognosis of breast cancer patients receiving neoadjuvant chemotherapy (NACT) but also to investigate the possible mediating mechanism and to analyze the relationship between TyG-related enzyme expression and drug resistance and prognosis.
From November 2011 to December 2018, a total of 335 breast cancer patients referred to Harbin Medical University Cancer Hospital who received NACT and surgery were registered in this retrospective study. The TyG index and TyG-BMI before the first chemotherapy were retrospectively calculated. Tissue samples of breast cancer patients were obtained from the Cancer Genome Atlas database, and the associations between the expression levels of the FBP1 and G6PD enzymes and the clinicopathological features and prognosis of breast cancer were analyzed.
In receiver operating characteristic analyses, the optimal cutoff values for the TyG and TyG-BMI were determined at 8.01 and 194.91, respectively. Low levels of the TyG and TyG-BMI were not associated with pathological complete response. In multivariate analysis, high TyG was an independent prognostic factor for shorter disease-free survival (DFS; HR = 2.402, P = 0.008) and overall survival (OS; HR = 3.206, P = 0.010). After adjustments for the age group, cT stage group, and cN stage group, the dose-response relationships between TyG, TyG-BMI, and survival outcomes showed a linear correlation by restricted cubic spline analyses. Lg-transformed BMI did not significantly (P > 0.05) mediate the recurrence, metastasis, and deaths associated with TyG. The expressions of two enzymes related to TyG, FBP1 and G6PD, were higher in breast cancer tissues than in the adjacent normal tissues and were associated with the TNM stage. Survival analysis shows that patients with high expressions of FBP1 and G6PD have a shorter OS.
This study suggests that the TyG index level before NACT is an independent prognostic factor for DFS and OS and can serve as a promising biomarker to predict the long-term prognosis of breast cancer patients undergoing NACT. Moreover, the TyG index and TyG-BMI show a linear correlation with DFS and OS. The effect of the TyG index on DFS and OS is not significantly mediated by lg-transformed BMI. Besides, FBP1 and G6PD are prognostic indicators for breast cancer patients and may serve as biomarkers for the clinical diagnosis and treatment of breast cancer.
胰岛素抵抗(IR)与乳腺癌风险密切相关。甘油三酯-葡萄糖(TyG)指数和甘油三酯-葡萄糖-体重指数(TyG-BMI)被视为IR的替代指标;然而,它们在乳腺癌患者中的预后价值尚未得到讨论。本研究的目的不仅是探讨TyG指数和TyG-BMI是否能预测接受新辅助化疗(NACT)的乳腺癌患者的化疗反应和长期预后,还旨在研究可能的中介机制,并分析TyG相关酶表达与耐药性及预后之间的关系。
2011年11月至2018年12月,共有335例转诊至哈尔滨医科大学附属肿瘤医院并接受NACT和手术的乳腺癌患者纳入本回顾性研究。回顾性计算首次化疗前的TyG指数和TyG-BMI。从癌症基因组图谱数据库获取乳腺癌患者的组织样本,分析果糖-1,6-二磷酸酶1(FBP1)和葡萄糖-6-磷酸脱氢酶(G6PD)酶表达水平与乳腺癌临床病理特征及预后的相关性。
在受试者工作特征分析中,TyG和TyG-BMI的最佳截断值分别确定为8.01和194.91。TyG和TyG-BMI水平低与病理完全缓解无关。在多因素分析中,高TyG是无病生存期(DFS;风险比[HR]=2.402,P=0.008)和总生存期(OS;HR=3.206,P=0.010)较短的独立预后因素。在对年龄组、cT分期组和cN分期组进行调整后,通过限制性立方样条分析,TyG、TyG-BMI与生存结局之间的剂量反应关系呈线性相关。对数转换后的BMI未显著(P>0.05)介导与TyG相关的复发、转移和死亡。与TyG相关的两种酶FBP1和G6PD在乳腺癌组织中的表达高于相邻正常组织,并与TNM分期相关。生存分析表明,FBP1和G6PD高表达的患者OS较短。
本研究表明,NACT前的TyG指数水平是DFS和OS的独立预后因素,可作为预测接受NACT的乳腺癌患者长期预后的有前景的生物标志物。此外,TyG指数和TyG-BMI与DFS和OS呈线性相关。TyG指数对DFS和OS的影响未被对数转换后的BMI显著介导。此外,FBP1和G6PD是乳腺癌患者的预后指标,可能作为乳腺癌临床诊断和治疗的生物标志物。