Sun Juan, Li Jie, He Yixuan, Kang Weiming, Ye Xin
Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Comput Struct Biotechnol J. 2024 Feb 22;23:1065-1075. doi: 10.1016/j.csbj.2024.02.017. eCollection 2024 Dec.
We conducted a proteomic analysis using mass spectrometry to identify and validate protein biomarkers for accurately predicting recurrence risk in gastrointestinal stromal tumors (GIST) patients, focusing on differentially expressed proteins in metastatic versus primary GIST tissues. We selected five biomarkers-GPX4, RBM4, TPM3, PFKFB2, and PGAM5-and validated their expressions in primary tumors of recurrent and non-recurrent GIST patients via immunohistochemistry. Our analysis of the association between these biomarkers with recurrence-free survival (RFS) and overall survival (OS), along with their interrelationships, revealed that immunohistochemistry confirmed significantly higher expressions of these biomarkers in primary GIST tissues of recurrent patients. Kaplan-Meier survival analysis showed that high expressions of GPX4, RBM4, TPM3, PFKFB2, and PGAM5 correlated with lower RFS, and GPX4 and RBM4 with lower OS. All biomarker pairs showed positive associations, with high expressions correlating with increased recurrence rates, and GPX4 and RBM4 with higher mortality rates. In conclusion, the biomarkers GPX4, RBM4, TPM3, PFKFB2, and PGAM5 are clinically relevant for predicting GIST recurrence, with their high expressions in primary tumors linked to poorer RFS and OS. They serve as potential prognostic indicators, enabling early treatment and improved outcomes. The observed interrelationships among these biomarkers further validate their accuracy in predicting GIST recurrence.
我们使用质谱法进行了蛋白质组学分析,以识别和验证用于准确预测胃肠道间质瘤(GIST)患者复发风险的蛋白质生物标志物,重点关注转移性与原发性GIST组织中差异表达的蛋白质。我们选择了五个生物标志物——谷胱甘肽过氧化物酶4(GPX4)、RNA结合蛋白4(RBM4)、原肌球蛋白3(TPM3)、6-磷酸果糖-2-激酶/果糖-2,6-二磷酸酶2(PFKFB2)和磷酸甘油酸变位酶5(PGAM5),并通过免疫组织化学验证了它们在复发和未复发GIST患者原发性肿瘤中的表达。我们对这些生物标志物与无复发生存期(RFS)和总生存期(OS)之间的关联及其相互关系进行分析,结果显示免疫组织化学证实这些生物标志物在复发患者的原发性GIST组织中的表达显著更高。Kaplan-Meier生存分析表明,GPX4、RBM4、TPM3、PFKFB2和PGAM5的高表达与较低的RFS相关,GPX4和RBM4与较低的OS相关。所有生物标志物对均呈正相关,高表达与复发率增加相关,GPX4和RBM4与死亡率较高相关。总之,生物标志物GPX4、RBM4、TPM3、PFKFB2和PGAM5在预测GIST复发方面具有临床相关性,它们在原发性肿瘤中的高表达与较差的RFS和OS相关。它们可作为潜在的预后指标,有助于早期治疗并改善预后。这些生物标志物之间观察到的相互关系进一步验证了它们在预测GIST复发方面的准确性。