{"title":"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。","authors":"Mahesh Kumar Padwal, Rahul Vithalrao Parghane, Avik Chakraborty, Aman Kumar Ujaoney, Narasimha Anaganti, Sandip Basu, Bhakti Basu","doi":"10.1159/000542918","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":19117,"journal":{"name":"Neuroendocrinology","volume":" ","pages":"1-18"},"PeriodicalIF":3.2000,"publicationDate":"2024-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Systemic Cancer Hallmarks as Novel Markers Associated with Progression-free Survival in Gastroenteropancreatic Neuroendocrine Tumor Patients Undergoing PRRT.\",\"authors\":\"Mahesh Kumar Padwal, Rahul Vithalrao Parghane, Avik Chakraborty, Aman Kumar Ujaoney, Narasimha Anaganti, Sandip Basu, Bhakti Basu\",\"doi\":\"10.1159/000542918\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":19117,\"journal\":{\"name\":\"Neuroendocrinology\",\"volume\":\" \",\"pages\":\"1-18\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2024-12-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Neuroendocrinology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1159/000542918\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Neuroendocrinology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1159/000542918","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Systemic Cancer Hallmarks as Novel Markers Associated with Progression-free Survival in Gastroenteropancreatic Neuroendocrine Tumor Patients Undergoing PRRT.
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.
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.