Systemic Cancer Hallmarks as Novel Markers Associated with Progression-free Survival in Gastroenteropancreatic Neuroendocrine Tumor Patients Undergoing PRRT.

IF 3.2 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM
Mahesh Kumar Padwal, Rahul Vithalrao Parghane, Avik Chakraborty, Aman Kumar Ujaoney, Narasimha Anaganti, Sandip Basu, Bhakti Basu
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Abstract

Introduction: Gastroenteropancreatic neuroendocrine tumors (GEP-NETs) are a heterogeneous group of tumors often detected at the metastatic stage. The aim of this study was to profile the peripheral blood transcriptome through RNA-Seq and investigate the association of the systemic cancer hallmarks with progression-free survival in PRRT-treated GEP-NET patients.

Methods: The cohorts were: discovery cohort [PRRT-naïve well-differentiated GEP-NETs, n=59; age- and sex-matched healthy individuals, n=38], and independent evaluation cohort [GEP-NETs, n=66]. Peripheral blood transcriptomes were profiled through RNA sequencing and cancer hallmarks were identified via Gene Set Enrichment Analysis (GSEA). Activities of cancer hallmarks in each sample were calculated using Gene Set Variation Analysis (GSVA). Differentially expressed genes were identified with DESeq2. Progression-free survival was used as a primary endpoint and prognostic association was evaluated using univariate and multivariate COXPH analyses.

Results: RNA-Seq captured global changes in the peripheral blood transcriptome of GEP-NET patients. Peripheral blood transcriptome of NET patients showed differential enrichment of 30 systemic cancer hallmarks viz., TNF-α signaling via NF-κB, IL2/STAT5 signaling, TNF-α response, TNF-γ response, IL6/JAK/STAT signaling, TGF-β signaling, heme metabolism. etc. In the univariate analyses, two cancer hallmarks were prognostically significant (p<0.05) in GEP-NETs. Heme metabolism and IL2/STAT5 signaling were statistically significant in the Discovery cohort (n=58) and independent evaluation cohort (n=66). In multivariate COXPH analyses, heme metabolism and IL2/STAT5 signaling were independently associated with PFS in GEP-NET patients undergoing PRRT.

Conclusions: This study provides comprehensive coverage of the peripheral blood transcriptome of GEP-NET patients via RNA-Seq and identifies systemic cancer hallmarks as independent prognostic factors in NETs.

在接受PRRT的胃肠胰神经内分泌肿瘤患者中,全身性肿瘤标志作为与无进展生存相关的新标志物。
胃肠胰神经内分泌肿瘤(GEP-NETs)是一种异质性肿瘤,常在转移期被发现。本研究的目的是通过RNA-Seq分析外周血转录组,并研究prrt治疗的GEP-NET患者的全身性癌症特征与无进展生存期的关系。方法:队列为:发现队列[PRRT-naïve高分化GEP-NETs, n=59;年龄和性别匹配的健康个体,n=38],以及独立评估队列[GEP-NETs, n=66]。通过RNA测序分析外周血转录组,通过基因集富集分析(GSEA)鉴定癌症特征。使用基因集变异分析(GSVA)计算每个样本中癌症标记的活性。差异表达基因用DESeq2鉴定。无进展生存期作为主要终点,使用单变量和多变量COXPH分析评估预后相关性。结果:RNA-Seq捕获了GEP-NET患者外周血转录组的全局变化。NET患者的外周血转录组显示30种全身性肿瘤标志物的差异富集,即NF-κB介导的TNF-α信号、il - 2/STAT5信号、TNF-α应答、TNF-γ应答、il - 6/JAK/STAT信号、TGF-β信号、血红素代谢。等。在单变量分析中,两种癌症标志具有预后意义(结论:本研究通过RNA-Seq提供了GEP-NET患者外周血转录组的全面覆盖,并确定了系统性癌症标志是NETs的独立预后因素。
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来源期刊
Neuroendocrinology
Neuroendocrinology 医学-内分泌学与代谢
CiteScore
8.30
自引率
2.40%
发文量
50
审稿时长
6-12 weeks
期刊介绍: ''Neuroendocrinology'' publishes papers reporting original research in basic and clinical neuroendocrinology. The journal explores the complex interactions between neuronal networks and endocrine glands (in some instances also immunecells) in both central and peripheral nervous systems. Original contributions cover all aspects of the field, from molecular and cellular neuroendocrinology, physiology, pharmacology, and the neuroanatomy of neuroendocrine systems to neuroendocrine correlates of behaviour, clinical neuroendocrinology and neuroendocrine cancers. Readers also benefit from reviews by noted experts, which highlight especially active areas of current research, and special focus editions of topical interest.
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