Department of Clinical Laboratory, Qilu Hospital of Shandong University, Jinan, China.
Department of Clinical Laboratory, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong Province, People's Republic of China.
Hum Genomics. 2023 Mar 13;17(1):22. doi: 10.1186/s40246-023-00469-5.
Cuproptosis, as a copper-induced mitochondrial cell death, has attracted extensive attention recently, especially in cancer. Although some key regulatory genes have been identified in cuproptosis, the related lncRNAs have not been further studied. Exploring the prognostic and diagnostic value of cuproptosis-related lncRNAs (CRLs) in colon adenocarcinoma and providing guidance for individualized immunotherapy for patients are of great significance.
A total of 2003 lncRNAs were correlated with cuproptosis genes and considered as CRLs. We screened 33 survival-associated CRLs and established a prognostic signature base on 7 CRLs in the training group. The patients in the low-risk group had better outcomes in both training group (P < 0.001) and test group (P = 0.016). More exciting, our model showed good prognosis prediction in both stage I-II (P = 0.020) and stage III-IV (P = 0.001). The nomogram model could further improve the accuracy of prognosis prediction. Interestingly, glucose-related metabolic pathways, which were closely related to cuproptosis, were enriched in the low-risk group. Meanwhile, the immune infiltration scores were lower in the high-risk group. The high-risk group was more sensitive to OSI.906 and ABT.888, while low-risk group was more sensitive to Sorafenib. Three lncRNAs, FALEC, AC083967.1 and AC010997.4, were highly expressed in serum of COAD patients, and the AUC was 0.772, 0.726 and 0.714, respectively, indicating their valuable diagnostic value.
Our research constructed a prognostic signature based on 7 CRLs and found three promising diagnostic markers for COAD patients. Our results provided a reference to the personalized immunotherapy strategies.
铜诱导的线粒体细胞死亡即铜死亡,最近受到广泛关注,尤其是在癌症领域。虽然铜死亡中已经确定了一些关键的调节基因,但相关的长链非编码 RNA(lncRNA)尚未得到进一步研究。探索铜死亡相关 lncRNA(CRL)在结肠腺癌中的预后和诊断价值,并为患者的个体化免疫治疗提供指导,具有重要意义。
共筛选出 2003 个与铜死亡基因相关的 lncRNA,并将其视为 CRL。我们筛选出 33 个与生存相关的 CRL,并在训练组中基于 7 个 CRL 建立了一个预后标志。低风险组患者在训练组(P<0.001)和测试组(P=0.016)中的结局均更好。更令人兴奋的是,我们的模型在 I-II 期(P=0.020)和 III-IV 期(P=0.001)中均能很好地预测预后。列线图模型可以进一步提高预后预测的准确性。有趣的是,与铜死亡密切相关的葡萄糖相关代谢途径在低风险组中富集。同时,高风险组中的免疫浸润评分较低。高风险组对 OSI.906 和 ABT.888 更敏感,而低风险组对 Sorafenib 更敏感。FALEC、AC083967.1 和 AC010997.4 这三个 lncRNA 在 COAD 患者的血清中表达较高,AUC 分别为 0.772、0.726 和 0.714,表明它们具有有价值的诊断价值。
本研究构建了一个基于 7 个 CRL 的预后标志,并发现了三个有前景的 COAD 患者诊断标志物。我们的研究结果为 COAD 患者的个体化免疫治疗策略提供了参考。