Literature DB >> 26596723

Measurement of circulating transcripts and gene cluster analysis predicts and defines therapeutic efficacy of peptide receptor radionuclide therapy (PRRT) in neuroendocrine tumors.

L Bodei1,2, M Kidd3, I M Modlin4,5, S Severi6, I Drozdov7, S Nicolini6, D J Kwekkeboom2,8, E P Krenning2,8, R P Baum2,9, G Paganelli6.   

Abstract

BACKGROUND: Peptide 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.
METHODS: NET 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.
RESULTS: The 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 %).
CONCLUSIONS: Blood NET transcript levels and the predictive quotient (circulating gene clusters+grading) accurately predicted PRRT efficacy. CgA was non-informative.

Entities:  

Keywords:  68Ga-PET; Chromogranin; Gene transcripts; NETest; Neuroendocrine tumor; PRRT

Mesh:

Substances:

Year:  2015        PMID: 26596723     DOI: 10.1007/s00259-015-3250-z

Source DB:  PubMed          Journal:  Eur J Nucl Med Mol Imaging        ISSN: 1619-7070            Impact factor:   9.236


  47 in total

1.  BRAF and endocrine tumors: mutations are frequent in papillary thyroid carcinomas, rare in endocrine tumors of the gastrointestinal tract and not detected in other endocrine tumors.

Authors:  A Perren; S Schmid; T Locher; P Saremaslani; C Bonvin; P U Heitz; P Komminoth
Journal:  Endocr Relat Cancer       Date:  2004-12       Impact factor: 5.678

Review 2.  GEPNETs update: Radionuclide therapy in neuroendocrine tumors.

Authors:  Wouter A van der Zwan; Lisa Bodei; Jan Mueller-Brand; Wouter W de Herder; Larry K Kvols; Dik J Kwekkeboom
Journal:  Eur J Endocrinol       Date:  2014-08-12       Impact factor: 6.664

Review 3.  Relevance of PET for pretherapeutic prediction of doses in peptide receptor radionuclide therapy.

Authors:  Matthias Blaickner; Richard P Baum
Journal:  PET Clin       Date:  2013-10-05

4.  A method of comparing the areas under receiver operating characteristic curves derived from the same cases.

Authors:  J A Hanley; B J McNeil
Journal:  Radiology       Date:  1983-09       Impact factor: 11.105

Review 5.  Gastrointestinal neuroendocrine tumors (NETs): new diagnostic and therapeutic challenges.

Authors:  J P Castaño; A Sundin; H R Maecke; C Villabona; R Vazquez-Albertino; E Navarro; K Oberg
Journal:  Cancer Metastasis Rev       Date:  2014-03       Impact factor: 9.264

6.  BRAF gene mutations are rare events in gastroenteropancreatic neuroendocrine tumors.

Authors:  Andrea Tannapfel; Susanne Vomschloss; Dorothee Karhoff; Anett Markwarth; Ulrich R Hengge; Christian Wittekind; Rudolf Arnold; Dieter Hörsch
Journal:  Am J Clin Pathol       Date:  2005-02       Impact factor: 2.493

Review 7.  Unraveling tumor grading and genomic landscape in lung neuroendocrine tumors.

Authors:  Giuseppe Pelosi; Mauro Papotti; Guido Rindi; Aldo Scarpa
Journal:  Endocr Pathol       Date:  2014-06       Impact factor: 3.943

8.  Predictors of long-term outcome in patients with well-differentiated gastroenteropancreatic neuroendocrine tumors after peptide receptor radionuclide therapy with 177Lu-octreotate.

Authors:  Samer Ezziddin; Mared Attassi; Charlotte J Yong-Hing; Hojjat Ahmadzadehfar; Winfried Willinek; Frank Grünwald; Stefan Guhlke; Hans-Jürgen Biersack; Amir Sabet
Journal:  J Nucl Med       Date:  2014-01-16       Impact factor: 10.057

9.  Circulating Transcript Analysis (NETest) in GEP-NETs Treated With Somatostatin Analogs Defines Therapy.

Authors:  Jarosław B Ćwikła; Lisa Bodei; Agnieszka Kolasinska-Ćwikła; Artur Sankowski; Irvin M Modlin; Mark Kidd
Journal:  J Clin Endocrinol Metab       Date:  2015-09-08       Impact factor: 5.958

10.  Global microRNA profiling of well-differentiated small intestinal neuroendocrine tumors.

Authors:  Su-Chen Li; Ahmed Essaghir; Cécile Martijn; Ricardo V Lloyd; Jean-Baptiste Demoulin; Kjell Oberg; Valeria Giandomenico
Journal:  Mod Pathol       Date:  2013-01-18       Impact factor: 7.842

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  36 in total

Review 1.  Clinical applications of (epi)genetics in gastroenteropancreatic neuroendocrine neoplasms: Moving towards liquid biopsies.

Authors:  Gitta Boons; Timon Vandamme; Marc Peeters; Guy Van Camp; Ken Op de Beeck
Journal:  Rev Endocr Metab Disord       Date:  2019-09       Impact factor: 6.514

2.  Therapy: The role of liquid biopsies to manage and predict PRRT for NETs.

Authors:  Mark Kidd; Irvin M Modlin
Journal:  Nat Rev Gastroenterol Hepatol       Date:  2017-03-15       Impact factor: 46.802

3.  Neuroendocrine tumours in 2016: Defining rules for increasingly personalized treatments.

Authors:  Massimo Falconi; Stefano Partelli
Journal:  Nat Rev Clin Oncol       Date:  2016-12-06       Impact factor: 66.675

Review 4.  Theranostics of Neuroendocrine Tumors.

Authors:  Sze Ting Lee; Harshad R Kulkarni; Aviral Singh; Richard P Baum
Journal:  Visc Med       Date:  2017-10-20

Review 5.  The role of peptide receptor radionuclide therapy in advanced/metastatic thoracic neuroendocrine tumors.

Authors:  Lisa Bodei; Jarosław B Ćwikla; Mark Kidd; Irvin M Modlin
Journal:  J Thorac Dis       Date:  2017-11       Impact factor: 2.895

Review 6.  Molecular strategies in the management of bronchopulmonary and thymic neuroendocrine neoplasms.

Authors:  Irvin M Modlin; Mark Kidd; Pier-Luigi Filosso; Matteo Roffinella; Anna Lewczuk; Jaroslaw Cwikla; Lisa Bodei; Agnieska Kolasinska-Cwikla; Kyung-Min Chung; Margot E Tesselaar; Ignat A Drozdov
Journal:  J Thorac Dis       Date:  2017-11       Impact factor: 2.895

Review 7.  Neurotheranostics as personalized medicines.

Authors:  Bhavesh D Kevadiya; Brendan M Ottemann; Midhun Ben Thomas; Insiya Mukadam; Saumya Nigam; JoEllyn McMillan; Santhi Gorantla; Tatiana K Bronich; Benson Edagwa; Howard E Gendelman
Journal:  Adv Drug Deliv Rev       Date:  2018-10-26       Impact factor: 15.470

8.  Assessment of NETest Clinical Utility in a U.S. Registry-Based Study.

Authors:  Eric Liu; Scott Paulson; Anthony Gulati; Jon Freudman; William Grosh; Sheldon Kafer; Prasanna C Wickremesinghe; Ronald R Salem; Lisa Bodei
Journal:  Oncologist       Date:  2018-08-29

Review 9.  Peptide receptor radionuclide therapy: focus on bronchial neuroendocrine tumors.

Authors:  Giuseppe Lo Russo; Sara Pusceddu; Natalie Prinzi; Martina Imbimbo; Claudia Proto; Diego Signorelli; Milena Vitali; Monica Ganzinelli; Marco Maccauro; Roberto Buzzoni; Ettore Seregni; Filippo de Braud; Marina Chiara Garassino
Journal:  Tumour Biol       Date:  2016-07-27

10.  PRRT genomic signature in blood for prediction of 177Lu-octreotate efficacy.

Authors:  Lisa Bodei; Mark S Kidd; Aviral Singh; Wouter A van der Zwan; Stefano Severi; Ignat A Drozdov; Jaroslaw Cwikla; Richard P Baum; Dik J Kwekkeboom; Giovanni Paganelli; Eric P Krenning; Irvin M Modlin
Journal:  Eur J Nucl Med Mol Imaging       Date:  2018-02-26       Impact factor: 9.236

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