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1.
Eur Radiol ; 34(1): 422-432, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37566266

RESUMO

OBJECTIVES: In this study, we developed a radiomic signature for the classification of benign lipid-poor adenomas, which may potentially help clinicians limit the number of unnecessary investigations in clinical practice. Indeterminate adrenal lesions of benign and malignant nature may exhibit different values of key radiomics features. METHODS: Patients who had available histopathology reports and a non-contrast-enhanced CT scan were included in the study. Radiomics feature extraction was done after the adrenal lesions were contoured. The primary feature selection and prediction performance scores were calculated using the least absolute shrinkage and selection operator (LASSO). To eliminate redundancy, the best-performing features were further examined using the Pearson correlation coefficient, and new predictive models were created. RESULTS: This investigation covered 50 lesions in 48 patients. After LASSO-based radiomics feature selection, the test dataset's 30 iterations of logistic regression models produced an average performance of 0.72. The model with the best performance, made up of 13 radiomics features, had an AUC of 0.99 in the training phase and 1.00 in the test phase. The number of features was lowered to 5 after performing Pearson's correlation to prevent overfitting. The final radiomic signature trained a number of machine learning classifiers, with an average AUC of 0.93. CONCLUSIONS: Including more radiomics features in the identification of adenomas may improve the accuracy of NECT and reduce the need for additional imaging procedures and clinical workup, according to this and other recent radiomics studies that have clear points of contact with current clinical practice. CLINICAL RELEVANCE STATEMENT: The study developed a radiomic signature using unenhanced CT scans for classifying lipid-poor adenomas, potentially reducing unnecessary investigations that scored a final accuracy of 93%. KEY POINTS: • Radiomics has potential for differentiating lipid-poor adenomas and avoiding unnecessary further investigations. • Quadratic mean, strength, maximum 3D diameter, volume density, and area density are promising predictors for adenomas. • Radiomics models reach high performance with average AUC of 0.95 in the training phase and 0.72 in the test phase.


Assuntos
Adenoma Adrenocortical , Radiômica , Humanos , Benchmarking , Tomografia Computadorizada por Raios X , Lipídeos , Estudos Retrospectivos
2.
Radiology ; 303(3): 533-541, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35230182

RESUMO

Background The translation of radiomic models into clinical practice is hindered by the limited reproducibility of features across software and studies. Standardization is needed to accelerate this process and to bring radiomics closer to clinical deployment. Purpose To assess the standardization level of seven radiomic software programs and investigate software agreement as a function of built-in image preprocessing (eg, interpolation and discretization), feature aggregation methods, and the morphological characteristics (ie, volume and shape) of the region of interest (ROI). Materials and Methods The study was organized into two phases: In phase I, the two Image Biomarker Standardization Initiative (IBSI) phantoms were used to evaluate the IBSI compliance of seven software programs. In phase II, the reproducibility of all IBSI-standardized radiomic features across tools was assessed with two custom Italian multicenter Shared Understanding of Radiomic Extractors (ImSURE) digital phantoms that allowed, in conjunction with a systematic feature extraction, observations on whether and how feature matches between program pairs varied depending on the preprocessing steps, aggregation methods, and ROI characteristics. Results In phase I, the software programs showed different levels of completeness (ie, the number of computable IBSI benchmark values). However, the IBSI-compliance assessment revealed that they were all standardized in terms of feature implementation. When considering additional preprocessing steps, for each individual program, match percentages fell by up to 30%. In phase II, the ImSURE phantoms showed that software agreement was dependent on discretization and aggregation as well as on ROI shape and volume factors. Conclusion The agreement of radiomic software varied in relation to factors that had already been standardized (eg, interpolation and discretization methods) and factors that need standardization. Both dependences must be resolved to ensure the reproducibility of radiomic features and to pave the way toward the clinical adoption of radiomic models. Published under a CC BY 4.0 license. Online supplemental material is available for this article. See also the editorial by Steiger in this issue. An earlier incorrect version appeared online and in print. This article was corrected on March 2, 2022.


Assuntos
Benchmarking , Processamento de Imagem Assistida por Computador , Humanos , Processamento de Imagem Assistida por Computador/métodos , Imagens de Fantasmas , Reprodutibilidade dos Testes , Software
3.
Eur J Nucl Med Mol Imaging ; 48(10): 3260-3267, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33604690

RESUMO

PURPOSE: FDG-positive neuroendocrine tumors (NETs) have a poorer prognosis and exhibit shorter response duration to peptide receptor radionuclide therapy (PRRT). The aim of this prospective phase II study was to evaluate the efficacy and toxicity of PRRT with 177Lu-DOTATATE associated with metronomic capecitabine as a radiosensitizer agent in patients with advanced progressive FDG-positive gastro-entero-pancreatic (GEP) NETs. PATIENTS AND METHODS: Patients with advanced somatostatin receptor- and FDG-positive G1-G3 GEP-NETs (Ki67 < 55%) were treated with a cumulative activity of 27.5 GBq of 177Lu-DOTATATE divided in five cycles of 5.5 GBq each every 8 weeks. Capecitabine (1000-1500 mg daily) was administered orally in the inter-cycle period between 177Lu-DOTATATE treatments. Prior to commencing capecitabine, all patients were triaged with the dihydropyrimidine dehydrogenase (DPD) test. Only DPD-proficient individuals were enrolled. The primary objectives were disease control rate (DCR) and safety. Secondary aims included progression-free (PFS) and overall survival (OS). Treatment response was assessed per Response Evaluation Criteria in Solid Tumors, version 1.1 (RECIST 1.1). Toxicity was assessed by Common Terminology Criteria for Adverse Events (CTCAE) version 4.0. RESULTS: From August 2015 to December 2016, 37 subjects were consecutively enrolled. A total of 25 (68%) were affected by pancreatic neuroendocrine tumors (P-NETs), and 12 (32%) had gastrointestinal neuroendocrine tumors (GI-NETs). By grading (WHO 2010 classification), 12 patients (32%) had G1 (Ki67 ≤ 2%), 22 (59%) had G2 (3% < Ki67 ≤ 20%), and 3 patients (9%) had G3 (Ki67 > 20%) NETs. Grade 3 (G3) or 4 (G4) hematological toxicity occurred in 16.2% of patients. Other G3-G4 adverse events were diarrhea in 5.4% of cases and asthenia in 5.4%. No renal toxicity was observed for the duration of follow-up. In 37 patients, 33 were evaluable for response. Objective responses included partial response (PR) in 10 patients (30%) and stable disease (SD) in 18 patients (55%), with a DCR of 85%. The median follow-up was 38 months (range 4.6-51.1 months). The median PFS was 31.4 months (17.6-45.4), and mOS was not reached. CONCLUSIONS: This study demonstrated that the combination of PRRT with 177Lu-DOTATATE and metronomic capecitabine is active and well tolerated in patients with aggressive FDG-positive G1-G3 GEP-NETs. These data constitute the basis for a randomized study of PPRT alone vs. PRRT plus metronomic capecitabine.


Assuntos
Tumores Neuroendócrinos , Compostos Organometálicos , Neoplasias Pancreáticas , Capecitabina/efeitos adversos , Fluordesoxiglucose F18 , Humanos , Tumores Neuroendócrinos/tratamento farmacológico , Tumores Neuroendócrinos/radioterapia , Octreotida/efeitos adversos , Octreotida/análogos & derivados , Neoplasias Pancreáticas/tratamento farmacológico , Neoplasias Pancreáticas/radioterapia , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Estudos Prospectivos
4.
Q J Nucl Med Mol Imaging ; 65(4): 342-352, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34881852

RESUMO

In the last few decades, the incidence and prevalence of neuroendocrine tumors has been increasing. The theragnostic approach, that allows the diagnosis and treatment of different neoplasms with the same ligand, is a typical nuclear medicine tool. Applied for years, is also pivotal in neuroendocrine tumors (NETs) where it has improved the diagnostic accuracy and the therapeutic efficacy with impact on patient's survival. Theragnostic also allows the identification of important prognostic factors such as tumor location and burden, presence of liver metastases and intensity of somatostatin receptors (SSTR) expression to consider in new and possibly combined studies to ameliorate patient's outcome. Moreover, the possibility to evaluate receptor expression even in non-NET malignancies has de facto widened the possible indications for PRRT. We believe that this innovative therapeutic approach will be implemented in next years by radiomics and biological tumors characterization to better address PRRT applications.


Assuntos
Tumores Neuroendócrinos , Octreotida , Humanos , Tumores Neuroendócrinos/diagnóstico por imagem , Cintilografia , Receptores de Somatostatina
5.
Eur J Nucl Med Mol Imaging ; 47(13): 3008-3017, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32430583

RESUMO

PURPOSE: Radioligand therapy (RLT) with 177Lu-PSMA-617 is a promising option for patients with metastatic castration-resistant prostate cancer (mCRPC). The present study was designed to define the safety and initial response to a minimal effective injected activity/cycle of 177Lu-PSMA-617 in mCRPC patients. New protective agents for salivary glands and kidney were co-administered and dosimetry was carried out. PATIENTS AND METHODS: A prospective single-arm, open label phase II study on mCRPC was activated at our institute in April 2017. Patients with histologically confirmed advanced mCRPC previously treated with standard life-prolonging agents were enrolled. Folic polyglutamate tablets were orally administered as parotid gland protectors and 500 mL of a 10% mannitol solution was intravenously infused to reduce kidney uptake before the injection of 3.7-5.5 GBq of 177Lu-PSMA-617 repeated four times at interval of 8 weeks. The adsorbed dose calculation was performed with MIRD formalism (OLINDA/EXM software). The Bryant and Day design was used to estimate the sample size taking account of both activity and toxicity. RESULTS: Forty-three eligible patients were evaluated for toxicity and initial response. Dosimetry was carried out in 13 patients. Two (4.8%) patients had G3 and 8 (19.5%) had G2 hematological toxicity. Only 3 (6.9%) patients had mild G1 salivary gland toxicity and 8 (19.5%) had G1 renal toxicity. A decrease of ≥ 30% in prostate-specific antigen (PSA) was achieved after the first cycle in 17 (40.5%) patients, of whom 13 had a PSA decline of >50% after the second cycle. The median adsorbed doses were 0.65 mGy/MBq (range 0.33-2.63) for parotid glands, 0.42 mGy/MBq (0.14-0.81) for kidneys, 0.036 mGy/MBq (0.023-0.067) for red marrow, and 0.038 mGy/MBq (0.018-0.135) for the whole body. CONCLUSION: In advanced, heavily pre-treated mCRPC patients, 3.7 GBq/cycle of 177Lu-PSMA-617 was safe and produced early biochemical and imaging responses at PSMA whole-body scan post injection. Dosimetry of salivary glands suggests that the co-administration of polyglutamate tablets may reduce salivary gland uptake. CLINICAL TRIAL REGISTRATION: EU Clinical Trials Register No.: 2016-002732-32; NCT03454750. Collection and assembly of data: April 2017 and February 2019.


Assuntos
Neoplasias de Próstata Resistentes à Castração , Dipeptídeos/efeitos adversos , Compostos Heterocíclicos com 1 Anel/efeitos adversos , Humanos , Masculino , Glândula Parótida , Ácido Poliglutâmico/efeitos adversos , Estudos Prospectivos , Antígeno Prostático Específico , Neoplasias de Próstata Resistentes à Castração/radioterapia , Compostos Radiofarmacêuticos
6.
Int J Mol Sci ; 21(22)2020 Nov 10.
Artigo em Inglês | MEDLINE | ID: mdl-33182844

RESUMO

Hypofractionation is currently considered a valid alternative to conventional radiotherapy for the treatment of patients with organ-confined prostate cancer. Recent data have demonstrated that extreme hypofractionation, which involves the use of a high radiation dose per delivered fraction and concomitant reduction of sessions, is a safe and effective treatment, even though its radiobiological rationale is still lacking. The present work aims to investigate the biological basis sustaining this approach and to evaluate the potential of a hypofractionated regimen in combination with androgen deprivation therapy, one of the major standards of care for prostate cancer. Findings show that androgen receptor (AR) modulation, by use of androgens and antiandrogens, has a significant impact on cell survival, especially in hypoxic conditions (4% O2). Subsequent experiments have revealed that AR activity as a transcription factor is involved in the onset of malignant senescence-associated secretory phenotype (SASP) and activation of DNA repair cascade. In particular, we found that AR stimulation in hypoxic conditions promotes the enhanced transcription of ATM gene, the cornerstone kinase of the DNA damage repair genes. Together, these data provide new potential insights to justify the use of androgen deprivation therapy, in particular with second-generation anti-androgens such as enzalutamide, in combination with radiotherapy.


Assuntos
Antagonistas de Androgênios/uso terapêutico , Quimiorradioterapia/métodos , Neoplasias da Próstata/tratamento farmacológico , Neoplasias da Próstata/radioterapia , Antagonistas de Receptores de Andrógenos/uso terapêutico , Androgênios/uso terapêutico , Proteínas Mutadas de Ataxia Telangiectasia/genética , Hipóxia Celular/efeitos dos fármacos , Hipóxia Celular/efeitos da radiação , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Proliferação de Células/efeitos da radiação , Reparo do DNA/genética , Humanos , Masculino , Metribolona/farmacologia , Modelos Biológicos , Neoplasias da Próstata/metabolismo , Hipofracionamento da Dose de Radiação , Receptores Androgênicos/genética , Receptores Androgênicos/metabolismo , Transcriptoma
7.
Molecules ; 24(3)2019 Feb 11.
Artigo em Inglês | MEDLINE | ID: mdl-30754620

RESUMO

Radio-ligand therapy (RLT) with177Lu-PSMA-617 is a promising option for patients with metastatic castration-resistant prostate-cancer (mCRPC). A prospective phase-II study (EUDRACT/RSO,2016-002732-32) on mCRPC is ongoing at IRST (Meldola, Italy). A total of 9 patients (median age: 68 y, range: 53⁻85) were enrolled for dosimetry evaluation of parotid glands (PGs), kidneys, red marrow (RM) and whole body (WB). Folic polyglutamate tablets were orally administered as PGs protectors and 500 mL of a 10% mannitol solution was intravenously infused to reduce kidney uptake. The whole body planar image (WBI) and blood samples were acquired at different times post infusion (1 h, 16⁻24 h, 36⁻48 h and 120 h). Dose calculation was performed with MIRD formalism (OLINDA/EXM software). The median effective half-life was 33.0 h (range: 25.6⁻60.7) for PGs, 31.4 h (12.2⁻80.6) for kidneys, 8.2 h (2.5⁻14.7) for RM and 40.1 h (31.6⁻79.7) for WB. The median doses were 0.48 mGy/MBq (range: 0.33⁻2.63) for PGs, 0.70 mGy/MBq (0.26⁻1.07) for kidneys, 0.044 mGy/MBq (0.023⁻0.067) for RM and 0.04 mGy/MBq (0.02⁻0.11) for WB. A comparison with previously published dosimetric data was performed and a significant difference was found for PGs while no significant difference was observed for the kidneys. For PGs, the possibility of reducing uptake by administering glutamate tablets during RLT seems feasible while further research is warranted for a more focused evaluation of the reduction in kidney uptake.


Assuntos
Dipeptídeos/administração & dosagem , Ácido Glutâmico/administração & dosagem , Compostos Heterocíclicos com 1 Anel/administração & dosagem , Lutécio/administração & dosagem , Manitol/administração & dosagem , Neoplasias de Próstata Resistentes à Castração/tratamento farmacológico , Radioisótopos/administração & dosagem , Administração Oral , Idoso , Idoso de 80 Anos ou mais , Medula Óssea/química , Dipeptídeos/química , Dipeptídeos/farmacocinética , Ácido Glutâmico/uso terapêutico , Meia-Vida , Compostos Heterocíclicos com 1 Anel/química , Compostos Heterocíclicos com 1 Anel/farmacocinética , Humanos , Infusões Intravenosas , Rim/química , Lutécio/farmacocinética , Masculino , Manitol/uso terapêutico , Pessoa de Meia-Idade , Glândula Parótida/química , Estudos Prospectivos , Antígeno Prostático Específico , Doses de Radiação , Radioisótopos/farmacocinética , Compostos Radiofarmacêuticos/administração & dosagem , Compostos Radiofarmacêuticos/farmacocinética , Comprimidos/administração & dosagem
8.
Eur J Nucl Med Mol Imaging ; 45(12): 2035-2044, 2018 11.
Artigo em Inglês | MEDLINE | ID: mdl-29922948

RESUMO

PURPOSE: We studied the usefulness of 68Ga-prostate-specific membrane antigen (PSMA) PET/CT for detecting relapse in a prospective series of patients with biochemical recurrence (BCR) of prostate cancer (PCa) after radical treatment. METHODS: Patients with BCR of PCa after radical surgery and/or radiotherapy with or without androgen-deprivation therapy were included in the study. 68Ga-PSMA PET/CT scans performed from the top of the head to the mid-thigh 60 min after intravenous injection of 150 ± 50 MBq of 68Ga-PSMA were interpreted by two nuclear medicine physicians. The results were correlated with prostate-specific antigen (PSA) levels at the time of the scan (PSApet), PSA doubling time, Gleason score, tumour stage, postsurgery tumour residue, time from primary therapy to BCR, and patient age. When available, 68Ga-PSMA PET/CT scans were compared with negative 18F-choline PET/CT scans routinely performed up to 1 month previously. RESULTS: From November 2015 to October 2017, 314 PCa patients with BCR were evaluated. Their median age was 70 years (range 44-92 years) and their median PSApet was 0.83 ng/ml (range 0.003-80.0 ng/ml). 68Ga-PSMA PET/CT was positive (one or more suspected PCa lesions detected) in 197 patients (62.7%). Lesions limited to the pelvis, i.e. the prostate/prostate bed and/or pelvic lymph nodes (LNs), were detected in 117 patients (59.4%). At least one distant lesion (LNs, bone, other organs, separately or combined with local lesions) was detected in 80 patients (40.6%). PSApet was higher in PET-positive than in PET-negative patients (P < 0.0001). Of 88 patients negative on choline PET/CT scans, 59 (67%) were positive on 68Ga-PSMA PET/CT. CONCLUSION: We confirmed the value of 68Ga-PSMA PET/CT in restaging PCa patients with BCR, highlighting its superior performance and safety compared with choline PET/CT. Higher PSApet was associated with a higher relapse detection rate.


Assuntos
Recidiva Local de Neoplasia/diagnóstico por imagem , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/métodos , Neoplasias da Próstata/diagnóstico por imagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Ácido Edético/análogos & derivados , Isótopos de Gálio , Radioisótopos de Gálio , Humanos , Masculino , Pessoa de Meia-Idade , Oligopeptídeos , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/normas , Neoplasias da Próstata/patologia , Neoplasias da Próstata/cirurgia , Compostos Radiofarmacêuticos
9.
Eur J Nucl Med Mol Imaging ; 45(13): 2426-2441, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-29785514

RESUMO

PURPOSE: Peptide receptor radionuclide therapy (PRRT) with 90Y-labelled and 177Lu-labelled peptides is an effective strategy for the treatment of metastatic/nonresectable neuroendocrine tumours (NETs). Dosimetry provides important information useful for optimizing PRRT with individualized regimens to reduce toxicity and increase tumour responses. However, this strategy is not applied in routine clinical practice, despite the fact that several dosimetric studies have demonstrated significant dose-effect correlations for normal organ toxicity and tumour response that can better guide therapy planning. The present study reviews the key relationships and the radiobiological models available in the literature with the aim of providing evidence that optimization of PRRT is feasible through the implementation of dosimetry. METHODS: The MEDLINE database was searched combining specific keywords. Original studies published in the English language reporting dose-effect outcomes in patients treated with PRRT were chosen. RESULTS: Nine of 126 studies were selected from PubMed, and a further five were added manually, reporting on 590 patients. The studies were analysed and are discussed in terms of weak and strong elements of correlations. CONCLUSION: Several studies provided evidence of clinical benefit from the implementation of dosimetry in PRRT, indicating the potential contribution of this approach to reducing severe toxicity and/or reducing undertreatment that commonly occurs. Prospective trials, possibly multicentre, with larger numbers of patients undergoing quantitative dosimetry and with standardized methodologies should be carried out to definitively provide robust predictive paradigms to establish effective tailored PRRT.


Assuntos
Lutécio/efeitos adversos , Lutécio/uso terapêutico , Medicina de Precisão/métodos , Radioisótopos/efeitos adversos , Radioisótopos/uso terapêutico , Planejamento da Radioterapia Assistida por Computador/métodos , Receptores de Peptídeos/metabolismo , Radioisótopos de Ítrio/efeitos adversos , Radioisótopos de Ítrio/uso terapêutico , Humanos , Dosagem Radioterapêutica
11.
Eur J Nucl Med Mol Imaging ; 44(13): 2189-2194, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28801787

RESUMO

PURPOSE: Urea-based prostate-specific membrane antigen (PSMA) ligands labelled with 68Ga or 177Lu are new tracers with great potential for theranostic approaches in prostate cancer. However, clinical studies have shown that the kidneys are one of the off-target organs along with the salivary and lacrimal glands. In the kidneys, PSMA is physiologically expressed in the apical epithelium of the proximal tubules, and mannitol acts as an osmotic diuretic in these tubules. We investigated the potential of mannitol to reduce renal uptake of 68Ga-PSMA. METHODS: Kidney uptake (SUVmax) was calculated in nine patients undergoing 68Ga-PSMA PET/CT at baseline (b-PET/CT) and after intravenous infusion of 500 ml of 10% mannitol (m-PET/CT). Two different infusion schemes for mannitol were used: (1) 500 ml mannitol was infused over 40 min after 68Ga-PSMA administration (A-infusion) and (2) 250 ml mannitol was infused over 15 min before and again after 68Ga-PSMA administration (B-infusion). RESULTS: In patients receiving the A-infusion, mean SUVmax increased by 11.9% and 7.4% in the right and left kidney, respectively. In patients receiving the B-infusion, mean SUVmax decreased by 24.3% and 22.4% in the right and left kidney, respectively. CONCLUSION: Our preliminary findings indicate that mannitol may play a role in reducing off-target 68Ga-PSMA renal uptake. Administration of the osmotic diuretic should be rapid and start before 68Ga-PSMA injection. These results warrant dosimetric studies in patients treated with 177Lu-PSMA to find the best scheme for mannitol administration.


Assuntos
Ácido Edético/análogos & derivados , Rim/efeitos dos fármacos , Rim/metabolismo , Manitol/administração & dosagem , Manitol/farmacologia , Oligopeptídeos/metabolismo , Idoso , Transporte Biológico/efeitos dos fármacos , Ácido Edético/efeitos adversos , Ácido Edético/metabolismo , Feminino , Isótopos de Gálio , Radioisótopos de Gálio , Humanos , Rim/diagnóstico por imagem , Masculino , Pessoa de Meia-Idade , Oligopeptídeos/efeitos adversos , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/efeitos adversos
12.
Q J Nucl Med Mol Imaging ; 61(2): 216-231, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-26576734

RESUMO

BACKGROUND: The purpose of this work is to implement a radiobiological model to compare different treatment schedules for Peptide Receptor Radionuclide Therapy (PRRT) with 177Lu and 90Y. The principal radiobiological quantities were studied as a function of radionuclides, fractionation schemes, activity distribution in kidneys and tumor radiosensitivity. METHODS: Clinical data were used to derive representative absorbed doses for several treatment schemes for 177Lu-PRRT and for 90Y-PRRT and considered as input data for the radiobiological model. Both uniform and non-uniform activity distributions were considered for kidneys and cortex; for tumors a possible uptake reduction after each cycle and inter-patient radiosensitivity variability were investigated. Normal-Tissue-Complication-Probability (NTCP) and Tumor-Control-Probability (TCP) were evaluated. RESULTS: Hyper-cycling has a limited advantage in terms of BED reduction on kidneys for 177Lu, while for 90Y the effect is sizable and helps in reducing the NTCP. For all 177Lu-schemes the renal toxicity risk is negligible while for some 90Y-schemes the NTCP is not null. In case of tumor uptake reduction with cycles the treatment efficacy is reduced with a BED loss up to 46%. The TCP decreases when assuming normally-distributed tumor radiosensitivity values. CONCLUSIONS: This paper discusses how the combination of dosimetry and radiobiological modeling may help in exploring the link between the treatment schedule and the potential clinical outcome. The results highlight the capability of model to reproduce the available clinical data and provide useful qualitative information. Further investigation on dose distribution and dose uptake reduction with accurate clinical data is needed to progress in this field.


Assuntos
Lutécio/uso terapêutico , Modelos Biológicos , Radioisótopos/uso terapêutico , Radioterapia/métodos , Receptores de Peptídeos/metabolismo , Radioisótopos de Ítrio/uso terapêutico , Adulto , Algoritmos , Feminino , Humanos , Rim/efeitos da radiação , Masculino , Pessoa de Meia-Idade , Tumores Neuroendócrinos/metabolismo , Tumores Neuroendócrinos/radioterapia , Órgãos em Risco , Radiometria
13.
Eur J Nucl Med Mol Imaging ; 43(6): 1040-6, 2016 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-26611427

RESUMO

PURPOSE: Typical and atypical carcinoids (TC and AC) represent 20 - 25 % of all neuroendocrine tumours. No standard therapeutic approach is available for patients with advanced disease. The aim of this phase II study was to investigate the efficacy and safety of peptide receptor radionuclide therapy with (177)Lu-DOTATATE (Lu-PRRT) and the role of thyroid transcription factor 1 (TTF-1) and (18)F-FDG PET as prognostic factors in patients with advanced TC or AC. METHODS: A total of 34 consecutive patients with radiologically documented progressive disease were treated with Lu-PRRT at a therapeutic cumulative activity of 18.5 or 27.8 GBq in four or five cycles according to the patient's kidney function and bone marrow reserve. Information on TTF-1 was available in all patients. FDG PET studies prior to Lu-PRRT were available in 29 patients. RESULTS: The median follow-up was 29 months (range 7 - 69 months). The disease control rate (DCR) in patients with TC was 80 %: 6 % complete response, 27 % partial response and 47 % stable disease. The median progression-free survival (mPFS) was 20.1 months (95 % CI 11.8 - 26.8 months). Stable disease was achieved in 47 % of patients with AC with a mPFS of 15.7 months (95 % CI 10.6 - 25.9 months). No major acute or delayed toxicity occurred in either group or with either cumulative activity. mPFS in patients with TTF-1-negative TC was 26.3 months (95 % CI 12.9 - 45.2 months), but in patients with TTF-1-positive TC mPFS was 7.2 months (4.2 - 14.0 months; p = 0.0009). FDG PET was negative in 13 patients (10 TC and 3 AC) and positive in 16 patients (4 TC and 12 AC). The mPFS in the FDG PET-negative group was 26.4 months (95 % CI 14.2 - 48.9 months) and 15.3 months (11.7 - 31.1 months) in the FDG PET-positive group. CONCLUSION: Lu-PRRT showed antitumour activity in terms of DCR and PFS and proved safe, even in patients with a higher risk of side effects. TTF-1 would appear to be a prognostic factor. FDG PET positivity in bronchial carcinoids is a hallmark of aggressive tumour and is more frequent in patients with AC than in those with TC.


Assuntos
Fluordesoxiglucose F18 , Tumores Neuroendócrinos/radioterapia , Proteínas Nucleares/metabolismo , Octreotida/análogos & derivados , Compostos Organometálicos/uso terapêutico , Tomografia por Emissão de Pósitrons , Receptores de Peptídeos/metabolismo , Fatores de Transcrição/metabolismo , Adulto , Idoso , Intervalo Livre de Doença , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Tumores Neuroendócrinos/diagnóstico por imagem , Tumores Neuroendócrinos/metabolismo , Octreotida/efeitos adversos , Octreotida/uso terapêutico , Compostos Organometálicos/efeitos adversos , Segurança , Fator Nuclear 1 de Tireoide
14.
J Cell Physiol ; 229(10): 1548-56, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24591063

RESUMO

Although combination chemotherapy and radiotherapy have become the standard of care in numerous tumors, the mechanisms of interaction are often still unclear. The purpose of this study was to analyze the efficacy of radiation treatment and cisplatin sequences and to investigate their mechanisms of interaction. Three melanoma cell lines were used to evaluate in vitro radiation-induced cytotoxicity before and after cisplatin treatment. Expression levels of a panel of genes were determined by real-time RT-PCR. Cytotoxic effect was evaluated by flow cytometry analysis and Comet assay. We also used normal human dermal fibroblasts (HUDE) to evaluate the cytotoxicity of the two treatments by clonogenic assay. Radiation and cisplatin used singly were not particularly effective in reducing proliferation in melanoma cells. Conversely, radiation treatment followed by cisplatin showed a strong synergistic interaction in all cell lines, with a ratio index ranging from 16 to >100. The synergistic effect was accompanied by apoptosis induction (up to 40%) and an increase in the percentage of comet-shaped nucleoids from 85% to 99%. In parallel, our results also showed that radiation treatment of HUDE fibroblasts followed by cisplatin only induced weak cytotoxicity. Our findings highlight the efficacy of the sequence radiation → cisplatin in reducing cell proliferation and in inducing apoptosis in melanoma cell lines. This sequence also modulated a network of proteins involved in DNA damage repair.


Assuntos
Antineoplásicos/farmacologia , Quimiorradioterapia/métodos , Cisplatino/farmacologia , Melanoma/patologia , Neoplasias Cutâneas/patologia , Antineoplásicos/toxicidade , Apoptose/efeitos dos fármacos , Apoptose/efeitos da radiação , Ciclo Celular/efeitos dos fármacos , Ciclo Celular/efeitos da radiação , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Proliferação de Células/efeitos da radiação , Sobrevivência Celular/efeitos dos fármacos , Sobrevivência Celular/efeitos da radiação , Quimiorradioterapia/efeitos adversos , Cisplatino/toxicidade , Ensaio Cometa , Dano ao DNA , Relação Dose-Resposta a Droga , Relação Dose-Resposta à Radiação , Esquema de Medicação , Citometria de Fluxo , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Regulação Neoplásica da Expressão Gênica/efeitos da radiação , Humanos , Concentração Inibidora 50 , Melanoma/genética , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Neoplasias Cutâneas/genética , Fatores de Tempo
15.
Phys Med ; 117: 103188, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38042710

RESUMO

Radionuclide therapy, also called molecular radiotherapy (MRT), has come of age, with several novel radiopharmaceuticals being approved for clinical use or under development in the last decade. External beam radiotherapy (EBRT) is a well-established treatment modality, with about half of all oncologic patients expected to receive at least one external radiation treatment over their disease course. The efficacy and the toxicity of both types of treatment rely on the interaction of radiation with biological tissues. Dosimetry played a fundamental role in the scientific and technological evolution of EBRT, and absorbed doses to the target and to the organs at risk are calculated on a routine basis. In contrast, in MRT the usefulness of internal dosimetry has long been questioned, and a structured path to include absorbed dose calculation is missing. However, following a similar route of development as EBRT, MRT treatments could probably be optimized in a significant proportion of patients, likely based on dosimetry and radiobiology. In the present paper we describe the differences and the similarities between internal and external-beam dosimetry in the context of radiation treatments, and we retrace the main stages of their development over the last decades.


Assuntos
Tartarugas , Animais , Humanos , Radiometria , Compostos Radiofarmacêuticos/uso terapêutico , Dosagem Radioterapêutica
16.
Eur J Nucl Med Mol Imaging ; 40(7): 1047-56, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23640466

RESUMO

PURPOSE: A novel method for prostate irradiation is investigated. Similarly to (125)I or (103)Pd seed brachytherapy, (90)Y-avidin could be injected via the perineum under ultrasound image guidance. This study inspects the theoretical feasibility with a dosimetric model based on Monte Carlo simulation. METHODS: A geometrical model of the prostate, urethra and rectum was designed. The linear-quadratic model was applied to convert (125)I absorbed dose prescription/constraints into (90)Y dose through biological effective dose (BED) calculation. The optimal (90)Y-avidin injection strategy for the present model was obtained. Dose distribution was calculated by Monte Carlo simulation (PENELOPE,GEANT4). Dose volume histograms (DVH) for the prostate, urethra and rectum were compared to typical DVHs of (125)I seed brachytherapy, used routinely in our institute. RESULTS: With (90)Y-avidin, at least 95% of the prostate must receive more than 70 Gy. The absorbed dose to 10% of the urethra (D(10%_urethra)) and the maximum absorbed dose to the rectum (D(max_rectum)) must be lower than 122 Gy. For the present model, the optimum strategy consists in multiple injections of (90)Y-avidin 50 µl drops, for a total volume of 3.1 ml. The minimum activity to deliver the prescribed absorbed dose is 0.7 GBq, which also fully respects urethral and rectal constraints. The resulting dose map has a maximum in the central region with a sharp decrease towards the urethra and the prostate edge. Notably, D(10%_urethra) is 95 Gy and D(max_rectum) is below 2 Gy. Prostate absorbed dose is higher with (90)Y-avidin than (125)I seeds, although the total volume receiving the prescribed absorbed dose is 1-2% lower. Urethral DVH strictly depends on the (90)Y distribution, to be optimized according to prostate shape; in our model, BED(30%_urethra) is 90 Gy with (90)Y-avidin, whereas for patients receiving (125)I seeds it ranges between 150 and 230 Gy. The rectal DVH is always more favourable with (90)Y. CONCLUSION: The methodology is theoretically feasible and can deliver an effective treatment in T1-T2 prostate cancer. Pharmacokinetic and biodistribution studies in prostate cancer patients are needed for validation.


Assuntos
Avidina/uso terapêutico , Braquiterapia/métodos , Ensaios Clínicos Fase I como Assunto , Ensaios Clínicos Fase II como Assunto , Modelos Biológicos , Neoplasias da Próstata/radioterapia , Estudos de Viabilidade , Humanos , Masculino , Radiometria , Radioisótopos de Ítrio/uso terapêutico
17.
Neuroendocrinology ; 97(4): 347-54, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23392072

RESUMO

BACKGROUND: We evaluated the activity and safety profile of (177)Lu-DOTATATE peptide receptor radionuclide therapy (Lu-PRRT) in patients with advanced G1-G2 pancreatic neuroendocrine tumors. PATIENTS AND METHODS: Fifty-two consecutive patients were treated at two different therapeutic dosages of 18.5 or 27.8 GBq in five cycles, according to the patient's kidney function and bone marrow reserve, which are known to be the critical organs in PRRT. RESULTS: Twenty-six patients received a mean full dosage (FD) of 25.5 GBq (range 20.7-27.8) and 26 a mean reduced dosage (RD) of 17.8 GBq (range 11.1-19.9). Both therapeutic dosages resulted in antitumor activity (disease control rate in the entire case series 81%), with 12% complete response, 27% partial response and 46% stable disease in the FD group, whereas we observed 4% complete response, 15% partial response and 58% stable disease in the RD group. Median progression-free survival was not reached in the FD group and was 20 months in the RD group. No major acute or delayed hematological toxicity occurred. CONCLUSION: (177)Lu-DOTATATE peptide receptor radionuclide therapy showed antitumor activity in advanced pancreatic neuroendocrine tumors even at a reduced total activity of 18.5 GBq. However, progression-free survival was significantly longer (p = 0.05) after a total activity of 27.8 GBq, which can thus be considered the recommended dosage in eligible patients.


Assuntos
Tumores Neuroendócrinos/radioterapia , Octreotida/análogos & derivados , Compostos Organometálicos/uso terapêutico , Neoplasias Pancreáticas/radioterapia , Radioisótopos/uso terapêutico , Somatostatina/análogos & derivados , Adulto , Idoso , Idoso de 80 Anos ou mais , Progressão da Doença , Fracionamento da Dose de Radiação , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Tumores Neuroendócrinos/mortalidade , Tumores Neuroendócrinos/patologia , Octreotida/uso terapêutico , Neoplasias Pancreáticas/mortalidade , Neoplasias Pancreáticas/patologia , Dosagem Radioterapêutica , Resultado do Tratamento
18.
Pharmaceuticals (Basel) ; 16(8)2023 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-37631057

RESUMO

Molecular Radiation Therapy (MRT) is a valid therapeutic option for a wide range of malignancies, such as neuroendocrine tumors and liver cancers. In its practice, it is generally acknowledged that there is a need to evaluate the influence of different factors affecting the accuracy of dose estimates and to define the actions necessary to maintain treatment uncertainties at acceptable levels. The present study addresses the problem of uncertainty propagation in 90Y-PET quantification. We assessed the quantitative accuracy in reference conditions of three PET scanners (namely, Siemens Biograph mCT, Siemens Biograph mCT flow, and GE Discovery DST) available at three different Italian Nuclear Medicine centers. Specific aspects of uncertainty within the quantification chain have been addressed, including the uncertainty in the calibration procedure. A framework based on the Guide to the Expression of Uncertainty in Measurement (GUM) approach is proposed for modeling the uncertainty in the quantification processes, and ultimately, an estimation of the uncertainty achievable in clinical conditions is reported.

19.
Eur J Nucl Med Mol Imaging ; 39(11): 1702-11, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-22890802

RESUMO

PURPOSE: Intraoperative Avidination for Radionuclide Therapy (IART) is a novel targeted radionuclide therapy recently used in patients with early breast cancer. It is a radionuclide approach with (90)Y-biotin combined with external beam radiotherapy (EBRT) to release a boost of radiation in the tumour bed. Two previous clinical trials using dosimetry based on the calculation of mean absorbed dose values with the hypothesis of uniform activity distribution (MIRD 16 method) assessed the feasibility and safety of IART. In the present retrospective study, a voxel dosimetry analysis was performed to investigate heterogeneity in distribution of the absorbed dose. The aim of this work was to compare dosimetric and radiobiological evaluations derived from average absorbed dose vs. voxel absorbed dose approaches. METHODS: We evaluated 14 patients who were injected with avidin into the tumour bed after conservative surgery and 1 day later received an intravenous injection of 3.7 GBq of (90)Y-biotin (together with 185 MBq (111)In-biotin for imaging). Sequential images were used to estimate the absorbed dose in the target region according to the standard dosimetry method (SDM) and the voxel dosimetry method (VDM). The biologically effective dose (BED) distribution was also evaluated. Dose/volume and BED volume histograms were generated to derive equivalent uniform BED (EUBED) and equivalent uniform dose (EUD) values. RESULTS: No "cold spots" were highlighted by voxel dosimetry. The median absorbed-dose in the target region was 20 Gy (range 15-27 Gy) by SDM, and the median EUD was 20.4 Gy (range 16.5-29.4 Gy) by the VDM; SDM and VDM estimates differed by about 6 %. The EUD/mean voxel absorbed dose ratio was >0.9 in all patients, indicative of acceptable uniformity in the target. The median BED and EUBED values were 21.8 Gy (range 15.9-29.3 Gy) and 22.8 Gy (range 17.3-31.8 Gy), respectively. CONCLUSION: VDM highlighted the absence of significant heterogeneity in absorbed dose in the target. The EUD/mean absorbed dose ratio indicated a biological efficacy comparable to that of uniform distribution of absorbed dose. The VDM is recommended for improving accuracy, taking into account actual activity distribution in the target region. The radiobiological model applied allowed us to compare the effects of IART® with those of EBRT and to match the two irradiation modalities.


Assuntos
Biotina/análogos & derivados , Neoplasias da Mama/radioterapia , Compostos Organometálicos/farmacocinética , Radiometria/métodos , Compostos Radiofarmacêuticos/farmacocinética , Avidina/administração & dosagem , Biotina/farmacocinética , Biotina/uso terapêutico , Feminino , Humanos , Imagem Multimodal , Compostos Organometálicos/uso terapêutico , Tomografia por Emissão de Pósitrons , Compostos Radiofarmacêuticos/uso terapêutico , Tomografia Computadorizada por Raios X , Radioisótopos de Ítrio/farmacocinética , Radioisótopos de Ítrio/uso terapêutico
20.
Sci Data ; 9(1): 695, 2022 11 12.
Artigo em Inglês | MEDLINE | ID: mdl-36371503

RESUMO

In radiology and oncology, radiomic models are increasingly employed to predict clinical outcomes, but their clinical deployment has been hampered by lack of standardisation. This hindrance has driven the international Image Biomarker Standardisation Initiative (IBSI) to define guidelines for image pre-processing, standardise the formulation and nomenclature of 169 radiomic features and share two benchmark digital phantoms for software calibration. However, to better assess the concordance of radiomic tools, more heterogeneous phantoms are needed. We created two digital phantoms, called ImSURE phantoms, having isotropic and anisotropic voxel size, respectively, and 90 regions of interest (ROIs) each. To use these phantoms, we designed a systematic feature extraction workflow including 919 different feature values (obtained from the 169 IBSI-standardised features considering all possible combinations of feature aggregation and intensity discretisation methods). The ImSURE phantoms will allow to assess the concordance of radiomic software depending on interpolation, discretisation and aggregation methods, as well as on ROI volume and shape. Eventually, we provide the feature values extracted from these phantoms using five open-source IBSI-compliant software.

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