Circulating hsa-miR-5096 predicts 18 F-FDG PET/CT positivity and modulates somatostatin receptor 2 expression: a novel miR-based assay for pancreatic neuroendocrine tumors
Gastro-entero-pancreatic neuroendocrine tumors (GEP-NETs) are rare diseases encompassing pancreatic (PanNETs) and ileal NETs (SINETs), characterized by heterogeneous somatostatin receptors (SSTRs) expression. Treatments for inoperable GEP-NETs are limited, and SSTR-targeted Peptide Receptor Radionuc...
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creator | Bocchini, Martine Tazzari, Marcella Ravaioli, Sara Piccinini, Filippo Foca, Flavia Tebaldi, Michela Nicolini, Fabio Grassi, Ilaria Severi, Stefano Calogero, Raffaele Adolfo Arigoni, Maddalena Schrader, Joerg Mazza, Massimiliano Paganelli, Giovanni |
description | Gastro-entero-pancreatic neuroendocrine tumors (GEP-NETs) are rare diseases encompassing pancreatic (PanNETs) and ileal NETs (SINETs), characterized by heterogeneous somatostatin receptors (SSTRs) expression. Treatments for inoperable GEP-NETs are limited, and SSTR-targeted Peptide Receptor Radionuclide Therapy (PRRT) achieves variable responses. Prognostic biomarkers for the management of GEP-NET patients are required.
F-FDG uptake is a prognostic indicator of aggressiveness in GEP-NETs. This study aims to identify circulating and measurable prognostic miRNAs associated with
F-FDG-PET/CT status, higher risk and lower response to PRRT.
Whole miRNOme NGS profiling was conducted on plasma samples obtained from well-differentiated advanced, metastatic, inoperable G1, G2 and G3 GEP-NET patients enrolled in the non-randomized LUX (NCT02736500) and LUNET (NCT02489604) clinical trials prior to PRRT (screening set, n= 24). Differential expression analysis was performed between
F-FDG positive (n=12) and negative (n=12) patients. Validation was conducted by Real Time quantitative PCR in two distinct well-differentiated GEP-NET validation cohorts, considering the primary site of origin (PanNETs n=38 and SINETs n=30). The Cox regression was applied to assess independent clinical parameters and imaging for progression-free survival (PFS) in PanNETs.
RNA hybridization combined with immunohistochemistry was performed to simultaneously detect miR and protein expression in the same tissue specimens. This novel semi-automated miR-protein protocol was applied in PanNET FFPE specimens (n=9).
functional experiments were performed in PanNET models.
While no miRNAs emerged to be deregulated in SINETs, hsa-miR-5096, hsa-let-7i-3p and hsa-miR-4311 were found to correlate with
F-FDG-PET/CT in PanNETs (p-value: |
doi_str_mv | 10.3389/fonc.2023.1136331 |
format | Article |
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F-FDG uptake is a prognostic indicator of aggressiveness in GEP-NETs. This study aims to identify circulating and measurable prognostic miRNAs associated with
F-FDG-PET/CT status, higher risk and lower response to PRRT.
Whole miRNOme NGS profiling was conducted on plasma samples obtained from well-differentiated advanced, metastatic, inoperable G1, G2 and G3 GEP-NET patients enrolled in the non-randomized LUX (NCT02736500) and LUNET (NCT02489604) clinical trials prior to PRRT (screening set, n= 24). Differential expression analysis was performed between
F-FDG positive (n=12) and negative (n=12) patients. Validation was conducted by Real Time quantitative PCR in two distinct well-differentiated GEP-NET validation cohorts, considering the primary site of origin (PanNETs n=38 and SINETs n=30). The Cox regression was applied to assess independent clinical parameters and imaging for progression-free survival (PFS) in PanNETs.
RNA hybridization combined with immunohistochemistry was performed to simultaneously detect miR and protein expression in the same tissue specimens. This novel semi-automated miR-protein protocol was applied in PanNET FFPE specimens (n=9).
functional experiments were performed in PanNET models.
While no miRNAs emerged to be deregulated in SINETs, hsa-miR-5096, hsa-let-7i-3p and hsa-miR-4311 were found to correlate with
F-FDG-PET/CT in PanNETs (p-value:<0.005). Statistical analysis has shown that, hsa-miR-5096 can predict 6-month PFS (p-value:<0.001) and 12-month Overall Survival upon PRRT treatment (p-value:<0.05), as well as identify
F-FDG-PET/CT positive PanNETs with worse prognosis after PRRT (p-value:<0.005). In addition, hsa-miR-5096 inversely correlated with both SSTR2 expression in PanNET tissue and with the
Gallium-DOTATOC captation values (p-value:<0.05), and accordingly it was able to decrease
when ectopically expressed in PanNET cells (p-value:<0.01).
hsa-miR-5096 well performs as a biomarker for
F-FDG-PET/CT and as independent predictor of PFS. Moreover, exosome-mediated delivery of hsa-miR-5096 may promote SSTR2 heterogeneity and thus resistance to PRRT.]]></description><identifier>ISSN: 2234-943X</identifier><identifier>EISSN: 2234-943X</identifier><identifier>DOI: 10.3389/fonc.2023.1136331</identifier><identifier>PMID: 37287922</identifier><language>eng</language><publisher>Switzerland</publisher><ispartof>Frontiers in oncology, 2023, Vol.13, p.1136331</ispartof><rights>Copyright © 2023 Bocchini, Tazzari, Ravaioli, Piccinini, Foca, Tebaldi, Nicolini, Grassi, Severi, Calogero, Arigoni, Schrader, Mazza and Paganelli.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,4010,27900,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37287922$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bocchini, Martine</creatorcontrib><creatorcontrib>Tazzari, Marcella</creatorcontrib><creatorcontrib>Ravaioli, Sara</creatorcontrib><creatorcontrib>Piccinini, Filippo</creatorcontrib><creatorcontrib>Foca, Flavia</creatorcontrib><creatorcontrib>Tebaldi, Michela</creatorcontrib><creatorcontrib>Nicolini, Fabio</creatorcontrib><creatorcontrib>Grassi, Ilaria</creatorcontrib><creatorcontrib>Severi, Stefano</creatorcontrib><creatorcontrib>Calogero, Raffaele Adolfo</creatorcontrib><creatorcontrib>Arigoni, Maddalena</creatorcontrib><creatorcontrib>Schrader, Joerg</creatorcontrib><creatorcontrib>Mazza, Massimiliano</creatorcontrib><creatorcontrib>Paganelli, Giovanni</creatorcontrib><title>Circulating hsa-miR-5096 predicts 18 F-FDG PET/CT positivity and modulates somatostatin receptor 2 expression: a novel miR-based assay for pancreatic neuroendocrine tumors</title><title>Frontiers in oncology</title><addtitle>Front Oncol</addtitle><description><![CDATA[Gastro-entero-pancreatic neuroendocrine tumors (GEP-NETs) are rare diseases encompassing pancreatic (PanNETs) and ileal NETs (SINETs), characterized by heterogeneous somatostatin receptors (SSTRs) expression. Treatments for inoperable GEP-NETs are limited, and SSTR-targeted Peptide Receptor Radionuclide Therapy (PRRT) achieves variable responses. Prognostic biomarkers for the management of GEP-NET patients are required.
F-FDG uptake is a prognostic indicator of aggressiveness in GEP-NETs. This study aims to identify circulating and measurable prognostic miRNAs associated with
F-FDG-PET/CT status, higher risk and lower response to PRRT.
Whole miRNOme NGS profiling was conducted on plasma samples obtained from well-differentiated advanced, metastatic, inoperable G1, G2 and G3 GEP-NET patients enrolled in the non-randomized LUX (NCT02736500) and LUNET (NCT02489604) clinical trials prior to PRRT (screening set, n= 24). Differential expression analysis was performed between
F-FDG positive (n=12) and negative (n=12) patients. Validation was conducted by Real Time quantitative PCR in two distinct well-differentiated GEP-NET validation cohorts, considering the primary site of origin (PanNETs n=38 and SINETs n=30). The Cox regression was applied to assess independent clinical parameters and imaging for progression-free survival (PFS) in PanNETs.
RNA hybridization combined with immunohistochemistry was performed to simultaneously detect miR and protein expression in the same tissue specimens. This novel semi-automated miR-protein protocol was applied in PanNET FFPE specimens (n=9).
functional experiments were performed in PanNET models.
While no miRNAs emerged to be deregulated in SINETs, hsa-miR-5096, hsa-let-7i-3p and hsa-miR-4311 were found to correlate with
F-FDG-PET/CT in PanNETs (p-value:<0.005). Statistical analysis has shown that, hsa-miR-5096 can predict 6-month PFS (p-value:<0.001) and 12-month Overall Survival upon PRRT treatment (p-value:<0.05), as well as identify
F-FDG-PET/CT positive PanNETs with worse prognosis after PRRT (p-value:<0.005). In addition, hsa-miR-5096 inversely correlated with both SSTR2 expression in PanNET tissue and with the
Gallium-DOTATOC captation values (p-value:<0.05), and accordingly it was able to decrease
when ectopically expressed in PanNET cells (p-value:<0.01).
hsa-miR-5096 well performs as a biomarker for
F-FDG-PET/CT and as independent predictor of PFS. Moreover, exosome-mediated delivery of hsa-miR-5096 may promote SSTR2 heterogeneity and thus resistance to PRRT.]]></description><issn>2234-943X</issn><issn>2234-943X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNqFT0tOwzAUtBCIVtADsEHvAkkdu00TtqEpS4SyYFe5zgsYJXbk51TkTFySRAKJHbOZWcxHw9hdwmMps3zdOKtjwYWMk0SmUiYXbCmE3ET5Rr5e_tELtiL64BPSLU-4vGYLuRPZLhdiyb4K4_XQqmDsG7yTijrzEm15nkLvsTY6ECQZlFH5eIDnfbUuKugdmWDOJoygbA2dq-c8EpDrVHAU5jLwqLEPzoMA_Jy6iIyzD6DAujO2MM-cFGENikiN0EzOXlntcUprsDh4h7Z22huLEIbOebplV41qCVc_fMPuy31VPEX9cOqwPvbedMqPx9938l_DN5ACZU8</recordid><startdate>2023</startdate><enddate>2023</enddate><creator>Bocchini, Martine</creator><creator>Tazzari, Marcella</creator><creator>Ravaioli, Sara</creator><creator>Piccinini, Filippo</creator><creator>Foca, Flavia</creator><creator>Tebaldi, Michela</creator><creator>Nicolini, Fabio</creator><creator>Grassi, Ilaria</creator><creator>Severi, Stefano</creator><creator>Calogero, Raffaele Adolfo</creator><creator>Arigoni, Maddalena</creator><creator>Schrader, Joerg</creator><creator>Mazza, Massimiliano</creator><creator>Paganelli, Giovanni</creator><scope>NPM</scope></search><sort><creationdate>2023</creationdate><title>Circulating hsa-miR-5096 predicts 18 F-FDG PET/CT positivity and modulates somatostatin receptor 2 expression: a novel miR-based assay for pancreatic neuroendocrine tumors</title><author>Bocchini, Martine ; Tazzari, Marcella ; Ravaioli, Sara ; Piccinini, Filippo ; Foca, Flavia ; Tebaldi, Michela ; Nicolini, Fabio ; Grassi, Ilaria ; Severi, Stefano ; Calogero, Raffaele Adolfo ; Arigoni, Maddalena ; Schrader, Joerg ; Mazza, Massimiliano ; Paganelli, Giovanni</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-pubmed_primary_372879223</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bocchini, Martine</creatorcontrib><creatorcontrib>Tazzari, Marcella</creatorcontrib><creatorcontrib>Ravaioli, Sara</creatorcontrib><creatorcontrib>Piccinini, Filippo</creatorcontrib><creatorcontrib>Foca, Flavia</creatorcontrib><creatorcontrib>Tebaldi, Michela</creatorcontrib><creatorcontrib>Nicolini, Fabio</creatorcontrib><creatorcontrib>Grassi, Ilaria</creatorcontrib><creatorcontrib>Severi, Stefano</creatorcontrib><creatorcontrib>Calogero, Raffaele Adolfo</creatorcontrib><creatorcontrib>Arigoni, Maddalena</creatorcontrib><creatorcontrib>Schrader, Joerg</creatorcontrib><creatorcontrib>Mazza, Massimiliano</creatorcontrib><creatorcontrib>Paganelli, Giovanni</creatorcontrib><collection>PubMed</collection><jtitle>Frontiers in oncology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bocchini, Martine</au><au>Tazzari, Marcella</au><au>Ravaioli, Sara</au><au>Piccinini, Filippo</au><au>Foca, Flavia</au><au>Tebaldi, Michela</au><au>Nicolini, Fabio</au><au>Grassi, Ilaria</au><au>Severi, Stefano</au><au>Calogero, Raffaele Adolfo</au><au>Arigoni, Maddalena</au><au>Schrader, Joerg</au><au>Mazza, Massimiliano</au><au>Paganelli, Giovanni</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Circulating hsa-miR-5096 predicts 18 F-FDG PET/CT positivity and modulates somatostatin receptor 2 expression: a novel miR-based assay for pancreatic neuroendocrine tumors</atitle><jtitle>Frontiers in oncology</jtitle><addtitle>Front Oncol</addtitle><date>2023</date><risdate>2023</risdate><volume>13</volume><spage>1136331</spage><pages>1136331-</pages><issn>2234-943X</issn><eissn>2234-943X</eissn><abstract><![CDATA[Gastro-entero-pancreatic neuroendocrine tumors (GEP-NETs) are rare diseases encompassing pancreatic (PanNETs) and ileal NETs (SINETs), characterized by heterogeneous somatostatin receptors (SSTRs) expression. Treatments for inoperable GEP-NETs are limited, and SSTR-targeted Peptide Receptor Radionuclide Therapy (PRRT) achieves variable responses. Prognostic biomarkers for the management of GEP-NET patients are required.
F-FDG uptake is a prognostic indicator of aggressiveness in GEP-NETs. This study aims to identify circulating and measurable prognostic miRNAs associated with
F-FDG-PET/CT status, higher risk and lower response to PRRT.
Whole miRNOme NGS profiling was conducted on plasma samples obtained from well-differentiated advanced, metastatic, inoperable G1, G2 and G3 GEP-NET patients enrolled in the non-randomized LUX (NCT02736500) and LUNET (NCT02489604) clinical trials prior to PRRT (screening set, n= 24). Differential expression analysis was performed between
F-FDG positive (n=12) and negative (n=12) patients. Validation was conducted by Real Time quantitative PCR in two distinct well-differentiated GEP-NET validation cohorts, considering the primary site of origin (PanNETs n=38 and SINETs n=30). The Cox regression was applied to assess independent clinical parameters and imaging for progression-free survival (PFS) in PanNETs.
RNA hybridization combined with immunohistochemistry was performed to simultaneously detect miR and protein expression in the same tissue specimens. This novel semi-automated miR-protein protocol was applied in PanNET FFPE specimens (n=9).
functional experiments were performed in PanNET models.
While no miRNAs emerged to be deregulated in SINETs, hsa-miR-5096, hsa-let-7i-3p and hsa-miR-4311 were found to correlate with
F-FDG-PET/CT in PanNETs (p-value:<0.005). Statistical analysis has shown that, hsa-miR-5096 can predict 6-month PFS (p-value:<0.001) and 12-month Overall Survival upon PRRT treatment (p-value:<0.05), as well as identify
F-FDG-PET/CT positive PanNETs with worse prognosis after PRRT (p-value:<0.005). In addition, hsa-miR-5096 inversely correlated with both SSTR2 expression in PanNET tissue and with the
Gallium-DOTATOC captation values (p-value:<0.05), and accordingly it was able to decrease
when ectopically expressed in PanNET cells (p-value:<0.01).
hsa-miR-5096 well performs as a biomarker for
F-FDG-PET/CT and as independent predictor of PFS. Moreover, exosome-mediated delivery of hsa-miR-5096 may promote SSTR2 heterogeneity and thus resistance to PRRT.]]></abstract><cop>Switzerland</cop><pmid>37287922</pmid><doi>10.3389/fonc.2023.1136331</doi></addata></record> |
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title | Circulating hsa-miR-5096 predicts 18 F-FDG PET/CT positivity and modulates somatostatin receptor 2 expression: a novel miR-based assay for pancreatic neuroendocrine tumors |
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