一种预测前列腺癌生化复发、转移及耐药的自噬相关基因预后指标。

IF 3 2区 医学 Q2 ANDROLOGY Asian Journal of Andrology Pub Date : 2023-03-01 DOI:10.4103/aja202281
Wei-Zhen Zhu, De-Chao Feng, Qiao Xiong, Xu Shi, Fa-Cai Zhang, Qiang Wei, Lu Yang
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引用次数: 2

摘要

鉴于自噬在肿瘤发生和抑制中的双重作用,我们建立了一个自噬相关基因预后指数(ARGPI),并验证了它能很好地预测前列腺癌(PCa)患者接受根治性放疗或前列腺切除术后的生化复发(BCR)、转移和化疗耐药。然后采用Lasso和COX回归方法编制ARGPI。我们通过R包(版本3.6.3)完成了整个分析。分泌磷酸化蛋白1 (SPP1)、单心蛋白2 (SIM2)、丝氨酸蛋白酶抑制剂b5 (SERPINB5)、醛脱氢酶2 (ALDH2)和酰基辅酶a合成酶长链3 (ACSL3)最终被用来建立ARGPI评分。根据ARGPI中位评分将患者分为两个不同风险组,高危患者BCR风险高于低危患者(风险比[HR]: 5.46, 95%可信区间[CI]: 3.23-9.24)。高危患者转移风险高于低危患者(HR: 11.31, 95% CI: 4.89 ~ 26.12)。在癌症基因组图谱(TCGA)数据集中,我们观察到ARGPI在无bcr生存期(HR: 1.79, 95% CI: 1.07-2.99)和无转移生存期(HR: 1.80, 95% CI: 1.16-2.78)方面具有相似的预后价值。ARGPI评分对耐药的诊断准确率为0.703。基因集富集分析(GSEA)显示高危组患者与白细胞介素(IL)-18信号通路显著正相关。此外,ARGPI评分与癌症相关成纤维细胞(CAFs;R = 0.36)、巨噬细胞(R = 0.28)、基质评分(R = 0.38)、免疫评分(R = 0.35)、估计评分(R = 0.39)以及肿瘤纯度(R = -0.39;P < 0.05)。药物分析表明PI-103为常见敏感药物,细胞系分析表明PC3是PI-103的共同细胞系和最终基因。总之,我们发现ARGPI可以预测接受根治性放疗或前列腺切除术的前列腺癌患者的BCR、转移和化疗耐药。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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An autophagy-related gene prognostic index predicting biochemical recurrence, metastasis, and drug resistance for prostate cancer.

Given the dual role of autophagy presenting in tumorigenesis and inhibition, we established an autophagy-related gene prognostic index (ARGPI) with validation to well predict the biochemical recurrence (BCR), metastasis, as well as chemoresistance for patients with prostate cancer (PCa) who underwent radical radiotherapy or prostatectomy. Then, Lasso and COX regression was used to develop the ARGPI. We performed the whole analyses through R packages (version 3.6.3). Secreted phosphoprotein 1 (SPP1), single-minded 2 (SIM2), serine protease inhibitor b5 (SERPINB5), aldehyde dehydrogenase 2 (ALDH2), and acyl-CoA synthetase long-chain 3 (ACSL3) were eventually used to establish the ARGPI score. Patients were divided into two different-risk groups based on the median ARGPI score, high-risk patients with a higher risk of BCR than low-risk patients (hazard ratio [HR]: 5.46, 95% confidence interval [CI]: 3.23-9.24). The risk of metastasis of high-risk patients was higher than low-risk patients (HR: 11.31, 95% CI: 4.89-26.12). In The Cancer Genome Atlas (TCGA) dataset, we observed similar prognostic value of ARGPI in terms of BCR-free survival (HR: 1.79, 95% CI: 1.07-2.99) and metastasis-free survival (HR: 1.80, 95% CI: 1.16-2.78). ARGPI score showed a diagnostic accuracy of 0.703 for drug resistance. Analysis of gene set enrichment analysis (GSEA) indicated that patients in the high-risk group were significantly positively related to interleukin (IL)-18 signaling pathway. Moreover, ARGPI score was significantly related to cancer-related fibroblasts (CAFs; r = 0.36), macrophages (r = 0.28), stromal score (r = 0.38), immune score (r = 0.35), estimate score (r = 0.39), as well as tumor purity (r = -0.39; all P < 0.05). Drug analysis showed that PI-103 was the common sensitive drug and cell line analysis indicated that PC3 was the common cell line of PI-103 and the definitive gene. In conclusion, we found that ARGPI could predict BCR, metastasis, and chemoresistance in PCa patients who underwent radical radiotherapy or prostatectomy.

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来源期刊
Asian Journal of Andrology
Asian Journal of Andrology 医学-泌尿学与肾脏学
CiteScore
4.90
自引率
3.40%
发文量
2252
审稿时长
2.2 months
期刊介绍: Fields of particular interest to the journal include, but are not limited to: -Sperm biology: cellular and molecular mechanisms- Male reproductive system: structure and function- Hormonal regulation of male reproduction- Male infertility: etiology, pathogenesis, diagnosis, treatment and prevention- Semen analysis & sperm functional assays- Sperm selection & quality and ART outcomes- Male sexual dysfunction- Male puberty development- Male ageing- Prostate diseases- Operational andrology- HIV & male reproductive tract infection- Male contraception- Environmental, lifestyle, genetic factors and male health- Male reproductive toxicology- Male sexual and reproductive health.
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