Shao Zheng, Lu Lingling, Cui Yongshi, Deng Li, Xu Qinying, Liang Quanyan, Lu Xiaoyong, Zhang Juying, Chen Jv, Situ Yongli
Department of Parasitology, Guangdong Medical University, 524023 Zhanjiang, Guangdong, China.
Department of Pharmacy, Affiliated Hospital of Guangdong Medical University, 524001 Zhanjiang, Guangdong, China.
Front Biosci (Landmark Ed). 2022 Dec 28;27(12):336. doi: 10.31083/j.fbl2712336.
Pyrroline-5-carboxylate reductase (PYCR) includes three human genes encoding three isozymes, , , and (or ), which facilitate the final step in the conversion of glutamine to proline. These genes play important roles in regulating the cell cycle and redox homeostasis as well as promoting growth signaling pathways. Proline is abnormally upregulated in a variety of cancers, and as the last key enzyme in proline production, PYCR plays an integral role in promoting tumorigenesis and cancer progression. However, its role in patients with kidney renal papillary cell carcinoma (KIRP) has not been fully elucidated. In this study, we aimed to systematically analyze the expression, gene regulatory network, prognostic value, and target prediction of PYCR in patients with KIRP, elucidate the association between PYCR expression and KIRP, and identify potential new targets for the clinical treatment of KIRP.
We systematically analyzed the expression, prognosis, gene regulatory network, and regulatory targets of and in KIRP using multiple online databases including cBioPortal, STRING, MethSurv, GeneMANIA, Gene Expression Profiling Interactive Analysis (GEPIA), Metascape, UALCAN, LinkedOmics, and TIMER.
The expression levels of , and were considerably upregulated in patients with KIRP based on sample type, sex, age, and individual cancer stage. and transcript levels were markedly upregulated in females than in males, and patients aged 21-40 years had higher and transcript levels than those in other age groups. Interestingly, transcript levels gradually decreased with age. In addition, the expressions of and were notably correlated with the pathological stage of KIRP. Patients with KIRP with low and expression had longer survival than those with high and expression. , and were altered by 4%, 7%, and 6%, respectively, in 280 patients with KIRP. The methylation levels of cytosine-phosphate-guanine (CpG) sites in PYCR were markedly correlated with the prognosis of patients with KIRP. , , and their neighboring genes form a complex network of interactions. The molecular functions of the genes, as demonstrated by their corresponding Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses, included calcium channel activity, phospholipid binding, RNA polymerase II-specificity, and kinase and GTPase-regulatory activities. , , and targeted miR-21, miR-221, and miR-222, resulting in a better prognosis of KIRP. We analyzed mRNA sequencing data from 290 patients with KIRP and found that , , and were positively associated with expression; , , and were positively correlated with expression; , , and were positively correlated with expression; was positively correlated with B cell and CD8+ T-cell infiltration levels; macrophage infiltration was negatively correlated with expression; and expression was negatively correlated with B-cell, CD8+ T cell, and dendritic cell infiltration levels.
, and may be potential therapeutic and prognostic biomarkers for patients with KIRP. The regulation of microRNAs (miRNAs), including miR-21, miR-221, and miR-222, may prove an important strategy for KIRP treatment.
吡咯啉-5-羧酸还原酶(PYCR)包含三个编码三种同工酶(PYCR1、PYCR2和PYCRL(或PYCR3))的人类基因,这些同工酶促进谷氨酰胺转化为脯氨酸的最后一步反应。这些基因在调节细胞周期和氧化还原稳态以及促进生长信号通路中发挥重要作用。脯氨酸在多种癌症中异常上调,作为脯氨酸生成的最后关键酶,PYCR在促进肿瘤发生和癌症进展中起着不可或缺的作用。然而,其在肾肾乳头状细胞癌(KIRP)患者中的作用尚未完全阐明。在本研究中,我们旨在系统分析PYCR在KIRP患者中的表达、基因调控网络、预后价值和靶点预测,阐明PYCR表达与KIRP的关联,并确定KIRP临床治疗的潜在新靶点。
我们使用多个在线数据库,包括cBioPortal、STRING、MethSurv、GeneMANIA、基因表达谱交互分析(GEPIA)、Metascape、UALCAN、LinkedOmics和TIMER,系统分析了KIRP中PYCR1和PYCR2的表达、预后、基因调控网络和调控靶点。
基于样本类型、性别、年龄和个体癌症分期,KIRP患者中PYCR1、PYCR2和PYCRL的表达水平显著上调。PYCR2和PYCRL的转录水平在女性中比男性显著上调,21-40岁患者的PYCR2和PYCRL转录水平高于其他年龄组。有趣的是,PYCR1转录水平随年龄逐渐降低。此外,PYCR2和PYCRL的表达与KIRP的病理分期显著相关。PYCR2和PYCRL低表达的KIRP患者比高表达患者生存期更长。在280例KIRP患者中,PYCR1、PYCR2和PYCRL分别有4%、7%和6%发生改变。PYCR中胞嘧啶-磷酸-鸟嘌呤(CpG)位点的甲基化水平与KIRP患者的预后显著相关。PYCR1、PYCR2、PYCRL及其邻近基因形成一个复杂的相互作用网络。通过相应的京都基因与基因组百科全书(KEGG)通路分析表明,这些基因的分子功能包括钙通道活性、磷脂结合、RNA聚合酶II特异性以及激酶和GTPase调节活性。PYCR1、PYCR2和PYCRL靶向miR-21、miR-221和miR-222,从而使KIRP预后更好。我们分析了290例KIRP患者的mRNA测序数据,发现PYCR1、PYCR2和PYCRL与PYCRL表达呈正相关;PYCR1、PYCR2和PYCRL与PYCR2表达呈正相关;PYCR1、PYCR2和PYCRL与PYCR1表达呈正相关;PYCRL与B细胞和CD8 + T细胞浸润水平呈正相关;巨噬细胞浸润与PYCR2表达呈负相关;PYCR1表达与B细胞浸润、CD8 + T细胞浸润和树突状细胞浸润水平呈负相关。
PYCR1、PYCR2和PYCRL可能是KIRP患者潜在的治疗和预后生物标志物。包括miR-21、miR-221和miR-222在内的微小RNA(miRNA)调控可能是KIRP治疗的重要策略。