• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

热休克蛋白家族 A 成员 8 是膀胱癌的预后标志物:基于实验和机器学习的证据。

Heat shock protein family A member 8 is a prognostic marker for bladder cancer: Evidences based on experiments and machine learning.

机构信息

Department of Urinary Surgery, First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China.

出版信息

J Cell Mol Med. 2023 Dec;27(24):3995-4008. doi: 10.1111/jcmm.17977. Epub 2023 Sep 28.

DOI:10.1111/jcmm.17977
PMID:37771276
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10746959/
Abstract

Heat shock protein member 8 (HSPA8) is one of the most abundant chaperones in eukaryotic cells, but its biological roles in bladder cancer (BC) are largely unclear. First, we observed that HSPA8 was abundant in both cell lines and tissues of BC, and the HSPA8-high group had poorer T stages and overall survival (OS) than the HSPA8-low group in the TCGA patients. Next, when we knocked down HSPA8 in BC cells, the growth and migration abilities were significantly decreased, the apoptosis rates were significantly increased, and the Ki67 fluorescence intensity was decreased in BC cells. Moreover, caspase 3 was significantly decreased with overexpression of HSPA8 in BC cells. After that, a machine learning prognostic model was created based on the expression of HSPA8 by applying LASSO Cox regression in TCGA and GEO patients. The model indicated that the low-risk (LR) group with BC had better tumour stages, lymphovascular invasion, and OS than the high-risk (HR) group. Additionally, the risk score was demonstrated to be an independent risk factor for the prognosis of BC by univariate and multivariate Cox analyses. Moreover, the HR group showed a greater rate of TP53 mutations and was mostly enriched in the ECM-receptor interaction pathway than the LR group. Importantly, lower CD8 T-cell and NK cell infiltration, higher immune exclusion scores, higher expression of PD-L1 and CTLA4 and poorer immune checkpoint therapy effects were found in the HR group. These findings demonstrated how crucial HSPA8 plays a role in determining the prognosis of bladder cancer.

摘要

热休克蛋白家族 8(HSPA8)是真核细胞中最丰富的伴侣蛋白之一,但它在膀胱癌(BC)中的生物学作用在很大程度上尚不清楚。首先,我们观察到 HSPA8 在 BC 细胞系和组织中都很丰富,并且在 TCGA 患者中,HSPA8 高组的 T 分期和总生存(OS)均比 HSPA8 低组差。接下来,当我们在 BC 细胞中敲低 HSPA8 时,BC 细胞的生长和迁移能力显著降低,细胞凋亡率显著增加,Ki67 荧光强度降低。此外,在 BC 细胞中过表达 HSPA8 时,caspase 3 显著减少。之后,我们通过在 TCGA 和 GEO 患者中应用 LASSO Cox 回归,基于 HSPA8 的表达创建了一个机器学习预后模型。该模型表明,BC 的低风险(LR)组比高风险(HR)组具有更好的肿瘤分期、血管淋巴管侵犯和 OS。此外,单因素和多因素 Cox 分析表明,风险评分是 BC 预后的独立危险因素。此外,HR 组显示出更高的 TP53 突变率,并且与 LR 组相比,主要富集在 ECM-受体相互作用途径中。重要的是,在 HR 组中发现 CD8 T 细胞和 NK 细胞浸润较低,免疫排斥评分较高,PD-L1 和 CTLA4 的表达较高,免疫检查点治疗效果较差。这些发现表明 HSPA8 在确定膀胱癌的预后方面起着至关重要的作用。

相似文献

1
Heat shock protein family A member 8 is a prognostic marker for bladder cancer: Evidences based on experiments and machine learning.热休克蛋白家族 A 成员 8 是膀胱癌的预后标志物:基于实验和机器学习的证据。
J Cell Mol Med. 2023 Dec;27(24):3995-4008. doi: 10.1111/jcmm.17977. Epub 2023 Sep 28.
2
HSPA8 Is a New Biomarker of Triple Negative Breast Cancer Related to Prognosis and Immune Infiltration.HSPA8 是三阴性乳腺癌的一个新的预后和免疫浸润相关的生物标志物。
Dis Markers. 2022 Nov 21;2022:8446857. doi: 10.1155/2022/8446857. eCollection 2022.
3
A new immune-related gene signature predicts the prognosis and immune escape of bladder cancer.一种新的免疫相关基因特征可预测膀胱癌的预后和免疫逃逸。
Cancer Biomark. 2023;38(4):567-581. doi: 10.3233/CBM-230190.
4
Comprehensive alteration-related transcriptomic characterization is involved in immune infiltration and correlated with prognosis and immunotherapy response of bladder cancer.全面的改变相关转录组学特征与膀胱癌的免疫浸润相关,并与预后和免疫治疗反应相关。
Front Immunol. 2022 Jul 26;13:931906. doi: 10.3389/fimmu.2022.931906. eCollection 2022.
5
Derivation and Comprehensive Analysis of Aging Patterns in Patients with Bladder Cancer.膀胱癌患者衰老模式的推导与综合分析
Dis Markers. 2021 Oct 21;2021:3385058. doi: 10.1155/2021/3385058. eCollection 2021.
6
Identification and validation of a dysregulated TME-related gene signature for predicting prognosis, and immunological properties in bladder cancer.鉴定和验证失调的 TME 相关基因特征,以预测膀胱癌的预后和免疫特性。
Front Immunol. 2023 Oct 27;14:1213947. doi: 10.3389/fimmu.2023.1213947. eCollection 2023.
7
High HSPA8 expression predicts adverse outcomes of acute myeloid leukemia.高 HSPA8 表达预示急性髓系白血病的不良预后。
BMC Cancer. 2021 Apr 29;21(1):475. doi: 10.1186/s12885-021-08193-w.
8
Construction and validation of a bladder cancer risk model based on autophagy-related genes.基于自噬相关基因构建和验证膀胱癌风险模型。
Funct Integr Genomics. 2023 Jan 23;23(1):46. doi: 10.1007/s10142-022-00957-2.
9
A TP53-Associated Immune Prognostic Signature for the Prediction of Overall Survival and Therapeutic Responses in Muscle-Invasive Bladder Cancer.TP53 相关免疫预后标志物预测肌肉浸润性膀胱癌的总生存期和治疗反应。
Front Immunol. 2020 Dec 17;11:590618. doi: 10.3389/fimmu.2020.590618. eCollection 2020.
10
Human heat shock cognate protein (HSC70/HSPA8) interacts with negatively charged phospholipids by a different mechanism than other HSP70s and brings HSP90 into membranes.人热休克同源蛋白(HSC70/HSPA8)与带负电荷的磷脂相互作用的机制不同于其他 HSP70,并将 HSP90 带入膜中。
Cell Stress Chaperones. 2021 Jul;26(4):671-684. doi: 10.1007/s12192-021-01210-8. Epub 2021 May 18.

引用本文的文献

1
Prediction of spontaneous distal ureteral stone passage using artificial intelligence.利用人工智能预测自发性远端输尿管结石排出。
Int Urol Nephrol. 2024 Jul;56(7):2179-2186. doi: 10.1007/s11255-024-03955-4. Epub 2024 Feb 10.

本文引用的文献

1
HBx-Induced HSPA8 Stimulates HBV Replication and Suppresses Ferroptosis to Support Liver Cancer Progression.乙肝病毒X蛋白诱导的热休克蛋白A8刺激乙肝病毒复制并抑制铁死亡以促进肝癌进展
Cancer Res. 2023 Apr 4;83(7):1048-1061. doi: 10.1158/0008-5472.CAN-22-3169.
2
ECM-Receptor Regulatory Network and Its Prognostic Role in Colorectal Cancer.ECM受体调控网络及其在结直肠癌中的预后作用。
Front Genet. 2021 Dec 6;12:782699. doi: 10.3389/fgene.2021.782699. eCollection 2021.
3
Similarities and Differences of Hsp70, hsc70, Grp78 and Mortalin as Cancer Biomarkers and Drug Targets.
热休克蛋白 70、热休克蛋白 70 同源物、葡萄糖调节蛋白 78 和线粒体蛋白作为癌症生物标志物和药物靶点的异同。
Cells. 2021 Nov 3;10(11):2996. doi: 10.3390/cells10112996.
4
lncRNA ITGB8-AS1 functions as a ceRNA to promote colorectal cancer growth and migration through integrin-mediated focal adhesion signaling.lncRNA ITGB8-AS1 通过整合素介导的黏着斑信号促进结直肠癌的生长和迁移。
Mol Ther. 2022 Feb 2;30(2):688-702. doi: 10.1016/j.ymthe.2021.08.011. Epub 2021 Aug 8.
5
High HSPA8 expression predicts adverse outcomes of acute myeloid leukemia.高 HSPA8 表达预示急性髓系白血病的不良预后。
BMC Cancer. 2021 Apr 29;21(1):475. doi: 10.1186/s12885-021-08193-w.
6
HILPDA Is a Prognostic Biomarker and Correlates With Macrophage Infiltration in Pan-Cancer.HILPDA是一种预后生物标志物,与泛癌中的巨噬细胞浸润相关。
Front Oncol. 2021 Mar 18;11:597860. doi: 10.3389/fonc.2021.597860. eCollection 2021.
7
Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries.《全球癌症统计数据 2020:全球 185 个国家和地区 36 种癌症的发病率和死亡率估计》。
CA Cancer J Clin. 2021 May;71(3):209-249. doi: 10.3322/caac.21660. Epub 2021 Feb 4.
8
Chlorogenic acid induces apoptosis, inhibits metastasis and improves antitumor immunity in breast cancer via the NF‑κB signaling pathway.绿原酸通过 NF-κB 信号通路诱导乳腺癌细胞凋亡、抑制转移并增强抗肿瘤免疫。
Oncol Rep. 2021 Feb;45(2):717-727. doi: 10.3892/or.2020.7891. Epub 2020 Dec 9.
9
Hierarchical Clustering of Cutaneous Melanoma Based on Immunogenomic Profiling.基于免疫基因组分析的皮肤黑色素瘤分层聚类
Front Oncol. 2020 Nov 30;10:580029. doi: 10.3389/fonc.2020.580029. eCollection 2020.
10
Improved cytokine-receptor interaction prediction by exploiting the negative sample space.利用负样本空间提高细胞因子-受体相互作用预测
BMC Bioinformatics. 2020 Oct 31;21(1):493. doi: 10.1186/s12859-020-03835-5.