ArticleEuropean journal of nuclear medicine and molecular imaging2016
Measurement of circulating transcripts and gene cluster analysis predicts and defines therapeutic efficacy of peptide receptor radionuclide therapy (PRRT) in neuroendocrine tumors.
Article in European journal of nuclear medicine and molecular imaging, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 62 papers, 1 of them a synthesis that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
62 citing papers in PubMed, 1 synthesis or guideline pooled it, 141 citations in OpenAlex.
- The efficacy ofJournal of cancer research and clinical oncology · 2020Pooled it
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- Clinical Applications of Theranostics.Recent results in cancer research. Fortschritte der Krebsforschung. Progres dans les recherches sur le cancer · 2026Review
- A promising frontier of circulating messenger RNA in liquid biopsy: From mechanisms to clinical applications.International journal of cancer · 2025Review
- Primary Intrahepatic Biliary Neuroendocrine Neoplasms: A Case Report and Literature Review.Journal of gastrointestinal cancer · 2025Review
- Assessment of response to PRRT including anatomical and molecular imaging as well as novel biomarkers.Journal of neuroendocrinology · 2025Review
- Prediction of lesion-based response to PRRT using baseline somatostatin receptor PET.Frontiers in medicine · 2025Article
- Review
- The Clinical Utility of the NETest in Patients with Small Intestinal Neuroendocrine Neoplasms (Si-NENs): A "Real-Life" Study.Cancers · 2024Article
- Evaluation of a blood miRNA/mRNA signature to follow-up Lu-PRRT therapy for G1/G2 intestinal neuroendocrine tumors.Frontiers in endocrinology · 2024Article
- Review
- Monitoring and Surveillance of Patients with Gastroenteropancreatic Neuroendocrine Tumors Undergoing Radioligand Therapy.Cancers · 2023Review
- Neuroendocrine Tumors: Genomics and Molecular Biomarkers with a Focus on Metastatic Disease.Cancers · 2023Review
- Interim Analysis of a Prospective Validation of 2 Blood-Based Genomic Assessments (PPQ and NETest) to Determine the Clinical Efficacy ofJournal of nuclear medicine : official publication, Society of Nuclear Medicine · 2023Article
- In Vivo Efficacy Testing of Peptide Receptor Radionuclide Therapy Radiosensitization Using Olaparib.Cancers · 2023Article
- Circulating hsa-miR-5096 predictsFrontiers in oncology · 2023Article
- Review
- NETest: serial liquid biopsies in gastroenteropancreatic NET surveillance.Endocrine connections · 2022Article
- Neuroendocrine Tumors and Peptide Receptor Radionuclide Therapy: When Is the Right Time?Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2022Review
- Review
2 more citing papers are in PubMed but not listed here.
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Authors and funding
10 authors at 5 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPeptide receptor radionuclide therapy (PRRT) is an effective method for treating neuroendocrine tumors (NETs). It is limited, however, in the prediction of individual tumor response and the precise and early identification of changes in tumor size. Currently, response prediction is based on somatostatin receptor expression and efficacy by morphological imaging and/or chromogranin A (CgA) measurement. The aim of this study was to assess the accuracy of circulating NET transcripts as a measure of PRRT efficacy, and moreover to identify prognostic gene clusters in pretreatment blood that could be interpolated with relevant clinical features in order to define a biological index for the tumor and a predictive quotient for PRRT efficacy.
methodsNET patients (n = 54), M: F 37:17, median age 66, bronchial: n = 13, GEP-NET: n = 35, CUP: n = 6 were treated with (177)Lu-based-PRRT (cumulative activity: 6.5-27.8 GBq, median 18.5). At baseline: 47/54 low-grade (G1/G2; bronchial typical/atypical), 31/49 (18)FDG positive and 39/54 progressive. Disease status was assessed by RECIST1.1. Transcripts were measured by real-time quantitative reverse transcription PCR (qRT-PCR) and multianalyte algorithmic analysis (NETest); CgA by enzyme-linked immunosorbent assay (ELISA). Gene cluster (GC) derivations: regulatory network, protein:protein interactome analyses. STATISTICAL ANALYSES: chi-square, non-parametric measurements, multiple regression, receiver operating characteristic and Kaplan-Meier survival.
resultsThe disease control rate was 72 %. Median PFS was not achieved (follow-up: 1-33 months, median: 16). Only grading was associated with response (p < 0.01). At baseline, 94 % of patients were NETest-positive, while CgA was elevated in 59 %. NETest accurately (89 %, χ(2) = 27.4; p = 1.2 × 10(-7)) correlated with treatment response, while CgA was 24 % accurate. Gene cluster expression (growth-factor signalome and metabolome) had an AUC of 0.74 ± 0.08 (z-statistic = 2.92, p < 0.004) for predicting response (76 % accuracy). Combination with grading reached an AUC: 0.90 ± 0.07, irrespective of tumor origin. Circulating transcripts correlated accurately (94 %) with PRRT responders (SD+PR+CR; 97 %) vs. non-responders (91 %).
conclusionsBlood NET transcript levels and the predictive quotient (circulating gene clusters+grading) accurately predicted PRRT efficacy. CgA was non-informative.
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