Department of Urinary Surgery, Gongli Hospital, The Second Military Medical University (Naval Medical University), 219 Miaopu Road, Shanghai, 200135, China.
Shanghai Heath Commission Key Lab of Artificial Intelligence (AI)-Based Management of Inflammation and Chronic Diseases, Gongli Hospital, The Second Military Medical University (Naval Medical University), 219 Miaopu Road, Shanghai, 200135, China.
Cancer Immunol Immunother. 2021 Oct;70(10):2925-2935. doi: 10.1007/s00262-021-02885-9. Epub 2021 Mar 12.
Identification of reliable postoperative indicators for accurately evaluating prognosis of clear cell renal cell carcinoma (ccRCC) patients remains an important clinical issue. This study determined the prognostic value of UBR5 expression in ccRCC patients by combining with CD163 tumor-associated macrophages (TAMs) and the established clinical parameters.
The expression of UBR5 was analyzed in ccRCC patients from TCGA databases. A total of 310 ccRCC patients were randomly divided into the training and validation cohorts at a 3:2 or 1:1 ratio, and immunohistochemistry (IHC) and statistical analyses were performed to examine the prognostic value of UBR5 and CD163 TAMs.
UBR5 expression was commonly downregulated in human ccRCC specimens, which was associated with TNM stage, SSIGN, WHO/ISUP Grading and poor prognosis of ccRCC patients. In addition, UBR5 expression was negatively correlated with CD163 expression (a TAM marker) in ccRCC tissues, and combining expressions of UBR5 and CD163 better predicted worse overall survival and progression-free survival of ccRCC patients. Even after multivariable adjustment, UBR5, CD163, TNM stage and SSIGN appeared to be independent risk factors. By time-dependent c-index analysis, the integration of intratumoral UBR5 and CD163 achieved higher c-index value than UBR5, CD163, TNM stage or SSIGN alone in predicting ccRCC patients' prognosis. Moreover, the incorporation of both UBR5 and CD163 into the clinical indicators TNM stage or SSIGN exhibited highest c-index value.
Integrating intratumoral UBR5 and CD163 TAMs with the current clinical parameters achieves better accuracy in predicting ccRCC patients' postoperative prognosis.
寻找可靠的术后指标来准确评估透明细胞肾细胞癌(ccRCC)患者的预后仍然是一个重要的临床问题。本研究通过结合 CD163 肿瘤相关巨噬细胞(TAMs)和已建立的临床参数,确定 UBR5 表达在 ccRCC 患者中的预后价值。
TCGA 数据库分析 ccRCC 患者 UBR5 的表达。共 310 例 ccRCC 患者按 3:2 或 1:1 的比例随机分为训练和验证队列,通过免疫组织化学(IHC)和统计分析来检测 UBR5 和 CD163 TAMs 的预后价值。
UBR5 在人类 ccRCC 标本中普遍下调,与 TNM 分期、SSIGN、WHO/ISUP 分级和 ccRCC 患者的预后不良相关。此外,UBR5 表达与 ccRCC 组织中 CD163 表达(TAM 标志物)呈负相关,联合 UBR5 和 CD163 的表达更好地预测了 ccRCC 患者的总生存和无进展生存。即使经过多变量调整,UBR5、CD163、TNM 分期和 SSIGN 似乎仍是独立的危险因素。通过时间依赖性 C 指数分析,肿瘤内 UBR5 和 CD163 的整合比 UBR5、CD163、TNM 分期或 SSIGN 单独预测 ccRCC 患者的预后具有更高的 C 指数值。此外,将 UBR5 和 CD163 两者都纳入临床指标 TNM 分期或 SSIGN 中,具有最高的 C 指数值。
将肿瘤内 UBR5 和 CD163 TAMs 与当前的临床参数相结合,可以更准确地预测 ccRCC 患者的术后预后。