Mori Joakin O, White Jason, Elhussin Isra, Duduyemi Babatunde M, Karanam Balasubramanyam, Yates Clayton, Wang Honghe
Department of Biology and Center for Cancer Research, Tuskegee University, Tuskegee, AL, United States.
Department of Integrative Biosciences, Tuskegee University, Tuskegee, AL, United States.
Front Oncol. 2022 Aug 10;12:928357. doi: 10.3389/fonc.2022.928357. eCollection 2022.
Prostate cancer (PCa) disproportionately affects African American (AA) men, yet present biomarkers do not address the observed racial disparity. The objective of this study was to identify biomarkers with potential benefits to AA PCa patients. Differentially expressed genes (DEG) analysis coupled with gene set enrichment analysis (GSEA) and leading-edge genes analysis showed that the keratin family of genes, including , , , , and , constituted the single most prominent family of genes enriched in AA compared to European American (EA) PCa cell lines. In PCa patients (TCGA and MSKCC patient cohorts), , , and expression were relatively higher in AA than in EA patients. The differences in the expression of and , but not , were enhanced by Gleason score and ERG fusion status; in low Gleason (Gleason ≤ 6 [TCGA cohort] and Gleason ≤ 7 [MSKCC cohort]), the expression of and was significantly (p ≤ 0.05) higher in AA than in EA patients. Survival analysis revealed that high expression of and was associated with increased risk of biochemical recurrence in low Gleason category patients in the TCGA patient cohort. Interestingly, and expression were also associated with an increased risk of death in the metastatic prostate adenocarcinoma cohort, suggesting the potential to predict the risks of disease recurrence and death in the low Gleason category and advanced disease conditions respectively. Gene set enrichment analysis revealed known oncogenic gene signatures, including and , to be enriched in patients expressing high and . Furthermore, high and were linked to the basal and LumA PCa subtypes, which are associated with poor postoperative androgen deprivation therapy (ADT) response compared to the LumB subtype. Taken together, the present study identifies genes with high expression in AA than in EA PCa. The identified genes are linked to oncogenic gene signatures, including KRAS and ERBB2, and to basal and LumA PCa subtypes that are associated with poor postoperative ADT response. This study, therefore, reveals biomarkers with the potential to address biomarker bias in PCa risk stratification and/or prognosis.
前列腺癌(PCa)对非裔美国(AA)男性的影响尤为严重,但目前的生物标志物并不能解释所观察到的种族差异。本研究的目的是识别对AA前列腺癌患者可能有益的生物标志物。差异表达基因(DEG)分析结合基因集富集分析(GSEA)和前沿基因分析表明,与欧美(EA)前列腺癌细胞系相比,角蛋白基因家族,包括 、 、 、 和 ,是在AA中富集的最突出的单个基因家族。在前列腺癌患者(TCGA和MSKCC患者队列)中, 、 和 的表达在AA患者中相对高于EA患者。 和 的表达差异,但不是 的表达差异随Gleason评分和ERG融合状态而增强;在低Gleason评分(Gleason≤6[TCGA队列]和Gleason≤7[MSKCC队列])中, 和 的表达在AA患者中显著(p≤0.05)高于EA患者。生存分析显示,在TCGA患者队列中, 和 的高表达与低Gleason分类患者生化复发风险增加相关。有趣的是, 和 的表达也与转移性前列腺腺癌队列中死亡风险增加相关,这表明分别有预测低Gleason分类和晚期疾病状态下疾病复发和死亡风险的潜力。基因集富集分析显示,包括 和 在内的已知致癌基因特征在高表达 和 的患者中富集。此外,高表达的 和 与基底型和LumA前列腺癌亚型相关,与LumB亚型相比,这两种亚型与术后雄激素剥夺治疗(ADT)反应较差有关。综上所述,本研究识别出在AA前列腺癌中表达高于EA前列腺癌的基因。所识别的基因与包括KRAS和ERBB2在内的致癌基因特征以及与术后ADT反应较差相关的基底型和LumA前列腺癌亚型相关。因此,本研究揭示了有可能解决前列腺癌风险分层和/或预后中生物标志物偏差的生物标志物。