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

被引:103
作者
Bodei, L. [1 ,2 ,3 ,4 ,5 ]
Kidd, M. [6 ]
Modlin, I. M. [2 ,3 ,4 ,5 ,7 ]
Severi, S. [8 ,9 ]
Drozdov, I. [10 ]
Nicolini, S. [8 ,9 ]
Kwekkeboom, D. J. [2 ,3 ,4 ,5 ,11 ]
Krenning, E. P. [2 ,3 ,4 ,5 ,11 ]
Baum, R. P. [2 ,3 ,4 ,5 ,12 ]
Paganelli, G. [8 ,9 ]
机构
[1] European Inst Oncol, Div Nucl Med, Milan, Italy
[2] LuGenIum Consortium, Milan, Italy
[3] LuGenIum Consortium, Rotterdam, Netherlands
[4] LuGenIum Consortium, Bad Berka, Germany
[5] LuGenIum Consortium, London, England
[6] Wren Labs, Branford, CT USA
[7] Yale Univ, Sch Med, 310 Cedar St, New Haven, CT 06510 USA
[8] IRCCS, Ist Sci Romagnolo Studio & Cura Tumori IRST, Nucl Med Unit, Meldola, Italy
[9] IRCCS, Ist Sci Romagnolo Studio & Cura Tumori IRST, Radiometabol Unit, Meldola, Italy
[10] Bering Ltd, London, England
[11] Erasmus MC, Dept Nucl Med, Rotterdam, Netherlands
[12] Zentralklin Bad Berka, Theranost Ctr Mol Radiotherapy & Imaging, Bad Berka, Germany
关键词
Neuroendocrine tumor; Chromogranin; Ga-68-PET; Gene transcripts; NETest; PRRT; BLOOD; LU-177-DOTATATE; BIOMARKERS; OCTREOTATE; MUTATIONS; CORRELATE; TOXICITY; MARKERS; PET/CT; TRACT;
D O I
10.1007/s00259-015-3250-z
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
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 Lu-177-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 %, chi(2) = 27.4; p = 1.2 x 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.
引用
收藏
页码:839 / 851
页数:13
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