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1.
Diagnostics (Basel) ; 11(5)2021 Apr 21.
Artigo em Inglês | MEDLINE | ID: mdl-33919299

RESUMO

Predicting clinically significant prostate cancer (csPCa) is crucial in PCa management. 3T-magnetic resonance (MR) systems may have a novel role in quantitative imaging and early csPCa prediction, accordingly. In this study, we develop a radiomic model for predicting csPCa based solely on native b2000 diffusion weighted imaging (DWIb2000) and debate the effectiveness of apparent diffusion coefficient (ADC) in the same task. In total, 105 patients were retrospectively enrolled between January-November 2020, with confirmed csPCa or ncsPCa based on biopsy. DWIb2000 and ADC images acquired with a 3T-MRI were analyzed by computing 84 local first-order radiomic features (RFs). Two predictive models were built based on DWIb2000 and ADC, separately. Relevant RFs were selected through LASSO, a support vector machine (SVM) classifier was trained using repeated 3-fold cross validation (CV) and validated on a holdout set. The SVM models rely on a single couple of uncorrelated RFs (ρ < 0.15) selected through Wilcoxon rank-sum test (p ≤ 0.05) with Holm-Bonferroni correction. On the holdout set, while the ADC model yielded AUC = 0.76 (95% CI, 0.63-0.96), the DWIb2000 model reached AUC = 0.84 (95% CI, 0.63-0.90), with specificity = 75%, sensitivity = 90%, and informedness = 0.65. This study establishes the primary role of 3T-DWIb2000 in PCa quantitative analyses, whilst ADC can remain the leading sequence for detection.

2.
Comput Methods Programs Biomed ; 183: 105081, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31600607

RESUMO

BACKGROUND AND OBJECTIVE: We present a fully automatic system based on learning approaches, which aims to localization and identification (labeling) of vertebrae in 3D computed tomography (CT) scans of possibly incomplete spines in patients with bone metastases and vertebral compressions. METHODS: The framework combines a set of 3D algorithms for i) spine detection using a convolution neural network (CNN) ii) spinal cord tracking based on combination of a CNN and a novel growing sphere method with a population optimization, iii) intervertebral discs localization using a novel approach of spatially variant filtering of intensity profiles and iv) vertebra labeling using a CNN-based classification combined with global dynamic optimization. RESULTS: The proposed algorithm has been validated in testing databases, including also a publicly available dataset. The mean error of intervertebral discs localization is 4.4 mm, and for vertebra labeling, the average rate of correctly identified vertebrae is 87.1%, which can be considered a good result with respect to the large share of highly distorted spines and incomplete spine scans. CONCLUSIONS: The proposed framework, which combines several advanced methods including also three CNNs, works fully automatically even with incomplete spine scans and with distorted pathological cases. The achieved results allow including the presented algorithms as the first phase to the fully automated computer-aided diagnosis (CAD) system for automatic spine-bone lesion analysis in oncological patients.


Assuntos
Neoplasias Ósseas/diagnóstico por imagem , Imageamento Tridimensional/métodos , Doenças da Coluna Vertebral/diagnóstico por imagem , Coluna Vertebral/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Algoritmos , Neoplasias Ósseas/patologia , Bases de Dados Factuais , Diagnóstico por Computador , Humanos , Processamento de Imagem Assistida por Computador , Disco Intervertebral/diagnóstico por imagem , Disco Intervertebral/patologia , Metástase Neoplásica , Redes Neurais de Computação , Reconhecimento Automatizado de Padrão , Reprodutibilidade dos Testes , Software , Coluna Vertebral/patologia
3.
Radiat Oncol ; 14(1): 112, 2019 Jun 24.
Artigo em Inglês | MEDLINE | ID: mdl-31234868

RESUMO

BACKGROUND: Concurrent chemotherapy and radiation using conventional fractionation is the standard treatment for inoperable, locally advanced non-small-cell lung cancer (NSCLC). We tested accelerated hypofractionated radiotherapy (AHR) and chemotherapy for the treatment of locally advanced NSCLC. METHODS: Eligible patients with locally advanced NSCLC were treated with induction chemotherapy (cisplatin and docetaxel), followed by AHR using tomotherapy and consolidation chemotherapy. The prescribed doses were 30 Gy/5 daily fractions at the reference isodose (60-70%) to the tumor, and 25 Gy/5 daily fractions to the clinically involved lymph nodes. The primary end-point was response rate (RR); the secondary end-points were acute and late side-effects, local progression-free survival (PFS), metastasis-free survival (MFS) and overall survival (OS). This trial closed before the first planned interim analysis due to poor accrual. RESULTS: From January 2009 to January 2012, 17 of the 23 enrolled patients were evaluable. Treatment yielded an overall RR of 82%. Median follow-up was 87 months (range: 6-87), local PFS was 19.8 months (95% CI 9.7 - not reached), MFS was 9.7 months (95% CI 5.8-46.0) and OS was 23 months (95% CI 8.4-48.4). 70% of patients experienced acute G4 neutropenia, 24% G4 leukopenia, 24% G3 paresthesia, 4% G3 cardiac arrythmia, 4% underwent death after chemotherapy. Late toxicity was represented by 24% dyspnea G3. CONCLUSIONS: AHR combined with chemotherapy is feasible with no severe side-effects, and it appears highly acceptable by patients. TRIAL REGISTRATION: This study is registered with the EudractCT registration 2008-006525-14 . Registered on 9 December 2008.


Assuntos
Adenocarcinoma/terapia , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/terapia , Carcinoma de Células Escamosas/terapia , Quimiorradioterapia/mortalidade , Neoplasias Pulmonares/terapia , Adenocarcinoma/patologia , Adulto , Idoso , Carcinoma Pulmonar de Células não Pequenas/patologia , Carcinoma de Células Escamosas/patologia , Cisplatino/administração & dosagem , Docetaxel/administração & dosagem , Feminino , Humanos , Neoplasias Pulmonares/patologia , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Prospectivos , Hipofracionamento da Dose de Radiação , Taxa de Sobrevida
4.
Radiol Med ; 124(7): 602-612, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-30859388

RESUMO

OBJECTIVES: The aim of this study is to present the results of the Italian survey on the management of pulmonary nodules incidentally identified at computed tomography (CT). MATERIALS AND METHODS: An online electronic survey, consisting of 23 multiple-choice questions, was created using the SurveyMonkey web-based tool. The questionnaire was developed by the Board of the Italian College of Chest Radiology of the Italian Society of Medical and Interventional Radiology (SIRM) and by an experienced group of Italian Academic Chest Radiologists. The link to the online electronic survey was submitted by email to all the SIRM members. RESULTS: A total of 767 radiologists, corresponding to 7.5% of all the SIRM members, participated in the online survey. The majority of participants (92%) routinely describe the attenuation of pulmonary nodules in the report, and 84.1% recommend the further follow-up, with 92.7% of respondents taking CT nodule morphological features into consideration. The 57.7% of participants adhere to the Fleischner Society guidelines for the management of incidental pulmonary nodules. However, 56.6% and 75.6% of respondents have a more cautious approach than that recommended by the guidelines and tend to use a shorter follow-up for both solid and ground-glass nodules, respectively. Finally, 94.5% of participants favor congresses and refresher courses dedicated to insights on lung nodule diagnosis and management. CONCLUSIONS: This survey demonstrates that the management of pulmonary nodules incidentally detected on CT is still complex and controversial. The majority of SIRM members express a need for an update on this topic.


Assuntos
Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/terapia , Padrões de Prática Médica/estatística & dados numéricos , Nódulo Pulmonar Solitário/diagnóstico por imagem , Nódulo Pulmonar Solitário/terapia , Tomografia Computadorizada por Raios X/métodos , Feminino , Fidelidade a Diretrizes , Humanos , Biópsia Guiada por Imagem , Achados Incidentais , Itália , Masculino , Interpretação de Imagem Radiográfica Assistida por Computador , Inquéritos e Questionários
5.
Biomed Res Int ; 2018: 6942131, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30255097

RESUMO

OBJECTIVES: To characterize tumour baseline blood flow (BF) in two lung cancer subtypes, adenocarcinoma (AC) and squamous cell carcinoma (SCC), also investigating those "borderline" cases whose perfusion value is closer to the group mean of the other histotype. MATERIALS AND METHODS: 26 patients (age range 36-81 years) with primary Non-Small Cell Lung Cancer (NSCLC), subdivided into 19 AC and 7 SCC, were enrolled in this study and underwent a CT perfusion, at diagnosis. BF values were computed according to the maximum-slope method and unreliable values (e.g., arising from artefacts or vessels) were automatically removed. The one-tail Welch's t-test (p-value <0.05) was employed for statistical assessment. RESULTS: At diagnosis, mean BF values (in [mL/min/100g]) of AC group [(83.5 ± 29.4)] are significantly greater than those of SCC subtype [(57.0 ± 27.2)] (p-value = 0.02). However, two central SCCs undergoing artefacts from vena cava and pulmonary artery have an artificially increased mean BF. CONCLUSIONS: The different hemodynamic behaviour of AC and SCC should be considered as a biomarker supporting treatment planning to select the patients, mainly with AC, that would most benefit from antiangiogenic therapies. The significance of results was achieved by automatically detecting and excluding artefactual BF values.


Assuntos
Adenocarcinoma de Pulmão/diagnóstico por imagem , Carcinoma Pulmonar de Células não Pequenas/irrigação sanguínea , Neoplasias Pulmonares/irrigação sanguínea , Adenocarcinoma , Adenocarcinoma de Pulmão/irrigação sanguínea , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma Pulmonar de Células não Pequenas/diagnóstico por imagem , Carcinoma de Células Escamosas , Método Duplo-Cego , Feminino , Humanos , Neoplasias Pulmonares/diagnóstico por imagem , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Estudos Retrospectivos , Tomografia Computadorizada por Raios X
6.
Med Image Anal ; 49: 76-88, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-30114549

RESUMO

This paper aims to address the segmentation and classification of lytic and sclerotic metastatic lesions that are difficult to define by using spinal 3D Computed Tomography (CT) images obtained from highly pathologically affected cases. As the lesions are ill-defined and consequently it is difficult to find relevant image features that would enable detection and classification of lesions by classical methods of texture and shape analysis, the problem is solved by automatic feature extraction provided by a deep Convolutional Neural Network (CNN). Our main contributions are: (i) individual CNN architecture, and pre-processing steps that are dependent on a patient data and a scan protocol - it enables work with different types of CT scans; (ii) medial axis transform (MAT) post-processing for shape simplification of segmented lesion candidates with Random Forest (RF) based meta-analysis; and (iii) usability of the proposed method on whole-spine CTs (cervical, thoracic, lumbar), which is not treated in other published methods (they work with thoracolumbar segments of spine only). Our proposed method has been tested on our own dataset annotated by two mutually independent radiologists and has been compared to other published methods. This work is part of the ongoing complex project dealing with spine analysis and spine lesion longitudinal studies.


Assuntos
Imageamento Tridimensional , Redes Neurais de Computação , Interpretação de Imagem Radiográfica Assistida por Computador/métodos , Neoplasias da Coluna Vertebral/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias da Coluna Vertebral/secundário
7.
Eur Radiol ; 28(7): 2969-2978, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-29417252

RESUMO

OBJECTIVES: To investigate early changes in tumour perfusion parameters by dynamic contrast-enhanced ultrasonography (D-CEUS) and to identify any correlation with survival and tumour response in patients with metastatic colorectal cancer (CRC) treated with bevacizumab (B). METHODS: Thirty-seven patients randomized to either chemotherapy (C) plus B or C alone were considered for this study. D-CEUS was performed at baseline and after the first treatment cycle (day 15). Four D-CEUS perfusion parameters were considered: derived peak intensity (DPI), area under the curve (AUC), slope of wash-in (A) and time to peak intensity (TPI). RESULTS: In patients treated with C plus B, a ≥22.5 % reduction in DPI, ≥20 % increase in TPI and ≥10 % reduction in AUC were correlated with higher progression-free survival in the C+B arm (p = 0.048, 0.024 and 0.010, respectively) but not in the C arm. None of the evaluated parameter modifications had a correlation with tumour response or overall survival. CONCLUSIONS: D-CEUS could be useful for detecting and quantifying dynamic changes in tumour vascularity as early as 15 days after the start of B-based therapy. Although these changes may be predictive of progression-free survival, no correlation with response or overall survival was found. KEY POINTS: • D-CEUS showed early changes in liver metastasis perfusion in colorectal cancer. • A decrease in tumour perfusion was associated with longer progression-free survival. • The decrease in perfusion was not correlated with higher overall survival.


Assuntos
Bevacizumab/uso terapêutico , Neoplasias Colorretais/patologia , Meios de Contraste , Aumento da Imagem/métodos , Neoplasias Hepáticas/tratamento farmacológico , Ultrassonografia/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Antineoplásicos Imunológicos/uso terapêutico , Área Sob a Curva , Intervalo Livre de Doença , Feminino , Humanos , Fígado/diagnóstico por imagem , Neoplasias Hepáticas/diagnóstico por imagem , Neoplasias Hepáticas/secundário , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Estudos Prospectivos , Resultado do Tratamento
8.
Oncol Lett ; 13(4): 2490-2494, 2017 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-28454425

RESUMO

The primary objective of the present prospective study was to compare the diagnostic performance of conventional radiography (CR) and whole-body low-dose computed tomography (WBLDCT) with a comparable radiation dose reconstructed using hybrid iterative reconstruction technique, in terms of the detection of bone lesions, skeletal fractures, vertebral compressions and extraskeletal findings. The secondary objective was to evaluate lesion attenuation in relation to its size. A total of 74 patients underwent same-day skeletal survey by CR and WBLDCT. In CR and WBLDCT, two readers assessed the number of osteolytic lesions at each region and stage according to the International Myeloma Working Group (IMWG) criteria. A single reader additionally assessed extraskeletal findings and their significance, the number of vertebral compressions and bone fractures. The radiation exposure was 2.7±0.9 mSv for WBLDCT and 2.5±0.9 mSv for CR (P=0.054). CR detected bone involvement in 127 out of 486 regions (26%; P<0.0001), confirmed by WBLDCT. CR underestimated the disease stage in 16% and overestimated it in 8% of the patients (P=0.0077). WBLDCT detected more rib fractures compared with CR (188 vs. 47; P<0.0001), vertebral compressions (93 vs. 67; P=0.010) and extraskeletal findings (194 vs. 52; P<0.0001). There was no correlation observed between lesion size (≥5 mm) and its attenuation (r=-0.006; P=0.93). The inter-observer agreement for the presence of osteolytic lesions was κ=0.76 for WBLDCT, and κ=0.55 for CR. The present study concluded that WBLDCT with hybrid iterative reconstruction technique demonstrates superiority to CR with an identical radiation dose in the detection of bone lesions, skeletal fractures, vertebral compressions and extraskeletal findings, which results in up- or downstaging in 24% patients according to the IMWG criteria. The attenuation of osteolytic lesions can be measured with the avoidance of the partial volume effect.

9.
Biomed Res Int ; 2017: 3236893, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28164118

RESUMO

Objectives. Tumour heterogeneity represents a key issue in CT perfusion (CTp), where all studies are usually based on global mean or median values of perfusion maps, often computed on whole tumour. We sought to determine whether, and to what extent, such global values can be representative of tumour heterogeneity, with respect to single slices, and could be used for therapy assessment. Materials and Methods. Twelve patients with one primary non-small cell lung cancer lesion were enrolled in this study, for a total amount of 26 CTp examinations and 118 slices. Mean and median blood flow (BF) values, calculated voxel-based, were computed on each slice and the whole tumour. To measure functional heterogeneity, entropy was calculated on BF values as well. Results. Most of the slices were not represented by the global BF values computed on the whole tumour. In addition, there are a number of lesions having equivalent global BF values, but they are composed of slices having very different heterogeneity distributions, that is, entropy values. Conclusions. Global mean/median BF values of the single slices separately should be considered for clinical assessment, only if interpreted through entropy computed on BF values. The numerical equivalence between global BF values of different lesions may correspond to different clinical status, thus inducing possible errors in choice of therapy when considering global values only.


Assuntos
Neoplasias Pulmonares/irrigação sanguínea , Imagem de Perfusão/métodos , Interpretação de Imagem Radiográfica Assistida por Computador/métodos , Tomografia Computadorizada por Raios X , Adulto , Idoso , Idoso de 80 Anos ou mais , Entropia , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Fluxo Sanguíneo Regional
10.
Clin Epigenetics ; 7: 129, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26677401

RESUMO

BACKGROUND: Primary pulmonary enteric adenocarcinoma (PEAC) is defined as a pulmonary adenocarcinoma with a predominant component of intestinal differentiation and tumor cells positive for at least one intestinal marker. The aim of the present study was the molecular and histological characterization of a PEAC from a patient with two other family members affected by similar lung tumors, which has never been reported before. FINDINGS: We evaluated the molecular characteristics of the proband's PEAC by using a previously validated 47-microRNA (miRNA) cancer-specific array and a predictive method to estimate tissue-of-origin probabilities. Immunohistochemical (IHC) staining for thyroid transcription factor (TTF-1), napsin A, caudal-related homeobox 2 (CDX2), cytokeratins, and mucins, as well as mutational analyses for epidermal growth factor receptor (EGFR), Kirsten rat sarcoma viral oncogene homolog (KRAS), and anaplastic lymphoma kinase (ALK) were performed on formalin-fixed, paraffin-embedded (FFPE) tissues. The occurrence of PEAC in two family members was associated with similar clinicopathological features (age at diagnosis, smoking habit, tumor localization, multiple colonic polyps), histologic findings (TTF-1 negativity and CDX2 positivity), and genetic findings (KRAS (Gly12Asp) mutation, but no EGFR/ALK aberrations). miRNA profiling revealed similarities with non-small cell lung cancer (NSCLC; 75.98 %) and some overlap with pancreatic ductal adenocarcinoma (PDAC; 23.34 %), but not with colorectal cancer (CRC; less than 0.5 %). Notably, these PEACs share key PDAC-associated miRNAs associated with tumor aggressiveness (miR-31*/-126*/-506/-508-3p/-514). CONCLUSIONS: We describe for the first time PEAC in members from the same family, associated with similar clinical and genetic features. miRNA profiling of the PEAC resembled a NSCLC signature, with partial overlap to a PDAC pattern. This could explain its aggressive behavior and therefore help to guide future tailored-therapeutic approaches.

11.
Nucl Med Commun ; 36(2): 135-42, 2015 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-25321157

RESUMO

BACKGROUND: Small-cell lung cancer (SCLC) may express somatostatin transmembrane receptors (SSTRs) in 50-75% of cases. We evaluated the accuracy and prognostic significance of somatostatin receptor scintigraphy (SSRS) in staging compared with conventional radiological procedures. PATIENTS AND METHODS: Newly diagnosed SCLC patients underwent scintigraphy with the radiolabeled somatostatin analog indium-111 (In)-pentetreotide (OctreoScan). Histological data were available for 20 (38%) patients for immunohistochemical analysis of SSTR-2 expression. RESULTS: From May 2007 to December 2011 we analyzed 52 SCLC patients. In comparison with standard radiologic staging, the sensitivity and specificity of SSRS were 63 and 100% for primary pulmonary tumor (T), 51 and 100% for mediastinal lymph node (N), and 23 and 91% for metastatic disease (M), respectively. The overall SSRS accuracy was 65% for T, 62% for N, and 52% for M. Patients with positive SSRS achieved a disease control rate of 97 versus 84% in those with negative exam results; median progression-free survival was 9.5 months versus 11.0 and median overall survival was 15.3 versus 14.5 months for patients with positive SSRS versus those with a negative result. Notably, seven (78%) patients with a positive quantitative analysis for SSTR-2 had a positive SSRS; at semiquantitative analysis this correlation was found in eight (73%) patients. CONCLUSION: SSRS has a lower accuracy in comparison with standard radiological staging in SCLC. However, patients with a positive SSRS given standard treatments showed better disease control compared with those with a negative SSRS, but similar progression-free survival and overall survival.


Assuntos
Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/patologia , Carcinoma de Pequenas Células do Pulmão/diagnóstico por imagem , Carcinoma de Pequenas Células do Pulmão/patologia , Somatostatina/análogos & derivados , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Neoplasias Pulmonares/metabolismo , Masculino , Pessoa de Meia-Idade , Imagem Multimodal , Estadiamento de Neoplasias , Prognóstico , Receptores de Somatostatina/metabolismo , Estudos Retrospectivos , Sensibilidade e Especificidade , Carcinoma de Pequenas Células do Pulmão/metabolismo , Tomografia Computadorizada de Emissão de Fóton Único , Tomografia Computadorizada por Raios X
12.
Acad Radiol ; 22(1): 58-69, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25481516

RESUMO

RATIONALE AND OBJECTIVES: Tissue perfusion is commonly used to evaluate lung tumor lesions through dynamic contrast-enhanced computed tomography (DCE-CT). The aim of this study was to improve the reliability of the blood flow (BF) maps by means of a guided sampling of the tissue time-concentration curves (TCCs). MATERIALS AND METHODS: Fourteen selected CT perfusion (CTp) examinations from different patients with lung lesions were considered, according to different degrees of motion compensation. For each examination, two regions of interest (ROIs) referring to the target lesion and the arterial input were manually segmented. To obtain the perfusion parameters, we computed the maximum slope of the Hill equation, describing the pharmacokinetics of the contrast agent, and the TCC was fitted for each voxel. A guided iterative approach based on the Random Sample Consensus method was used to detect and exclude samples arising from motion artifacts through the assessment of the confidence level of each single temporal sample of the TCC compared to the model. Removing these samples permits to refine the model fitting, thus exploiting more reliable data. Goodness-of-fit measures of the fitted TCCs to the original data (eg, root mean square error and correlation distance) were used to assess the reliability of the BF values, so as to preserve the functional structure of the resulting perfusion map. We devised a quantitative index, the local coefficient of variation (lCV), to measure the spatial coherence of perfusion maps, from local to regional and global resolution. The effectiveness of the algorithm was tested under three different degrees of motion yielded by as many alignment procedures. RESULTS: At pixel level, the proposed approach improved the reliability of BF values, quantitatively assessed through the correlation index. At ROI level, a comparative analysis emphasized how our approach "replaced" the noisy pixels, providing smoother parametric maps while preserving the main functional structure. Moreover, the implemented algorithm provides a more meaningful effect in correspondence of a higher motion degree. This was confirmed both quantitatively, using the lCV, and qualitatively, through visual inspection by expert radiologists. CONCLUSIONS: Perfusion maps achieved with the proposed approach can now be used as a valid tool supporting radiologists in DCE-CTp studies. This represents a step forward to clinical utilization of these studies for staging, prognosis, and monitoring values of therapeutic regimens.


Assuntos
Artefatos , Iopamidol/análogos & derivados , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/fisiopatologia , Neovascularização Patológica/diagnóstico por imagem , Neovascularização Patológica/fisiopatologia , Tomografia Computadorizada por Raios X/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Angiografia/métodos , Velocidade do Fluxo Sanguíneo , Simulação por Computador , Meios de Contraste/farmacocinética , Interpretação Estatística de Dados , Feminino , Humanos , Iopamidol/farmacocinética , Neoplasias Pulmonares/complicações , Masculino , Taxa de Depuração Metabólica , Pessoa de Meia-Idade , Modelos Biológicos , Movimento (Física) , Neovascularização Patológica/etiologia , Intensificação de Imagem Radiográfica/métodos , Interpretação de Imagem Radiográfica Assistida por Computador/métodos , Reprodutibilidade dos Testes , Tamanho da Amostra , Sensibilidade e Especificidade
13.
Technol Cancer Res Treat ; 14(6): 721-7, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-24945370

RESUMO

Chemo-radiotherapy is standard treatment of stage IIIA-N2 bulky or IIIB non-small cell lung cancer (NSCLC). Surgical resection of residual disease in downstaged patients may improve overall survival. In this setting, restaging disease is still a challenge. 18F-FDG PET/CT represents the gold standard although accuracy results are disappointing. Endoscopic bronchial/ esophageal ultrasound (EBUS/EUS)-guided fine needle aspiration (FNA) may confirm lymph node (LN) involvement. We analyzed 16 patients with stage IIIA-N2 bulky or IIIB NSCLC treated with chemo-radiotherapy. At restaging, all patients performed EBUS/EUS with FNA and PET/CT scan and results were compared. Patients underwent PET/CT scan 43 days (range: 24-89) and EBUS/EUS 42 days (range: 14-71) after therapy. Overall, 7 EBUS and 9 EUS procedures were performed: no complications resulting from the procedure occurred. In 6 patients EBUS/EUS did not reveal any suspicious lesions; in 2 the exam showed enlarged mediastinal LN that were biopsied, but with no evidence of tumor cells; in 2 the sample was not considered diagnostic; 6 had persistent mediastinal LN involvement. PET/CT scan showed 4 cases of complete metabolic response, 9 partial metabolic response, 2 stable metabolic disease and one progressive metabolic disease. Notably, all 7 patients with .80% decrease in SUV with respect to basal value showed a pathological complete response or negative EBUS/EUS. EBUS/EUS could be used to complement PET/CT scanning to verify mediastinal LN clearance. Further prospective trials are warranted to confirm the utility of EBUS/EUS together with PET/CT in restaging locally advanced NSCLC.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/patologia , Neoplasias Pulmonares/patologia , Estadiamento de Neoplasias/métodos , Ultrassonografia de Intervenção/métodos , Adulto , Idoso , Biópsia por Agulha Fina/métodos , Carcinoma Pulmonar de Células não Pequenas/terapia , Feminino , Fluordesoxiglucose F18 , Humanos , Neoplasias Pulmonares/terapia , Masculino , Pessoa de Meia-Idade , Imagem Multimodal/métodos , Projetos Piloto , Tomografia por Emissão de Pósitrons/métodos , Tomografia Computadorizada por Raios X/métodos
14.
Chest ; 147(1): 157-164, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25166895

RESUMO

BACKGROUND: Lung cancer (LC) is frequently associated with idiopathic pulmonary fibrosis (IPF). Despite this well-known association, the outcome of LC in patients with IPF is unclear. The objective of this study was to evaluate the impact of LC on survival of patients with associated IPF. METHODS: A total of 260 patients with IPF were reviewed, and 186 IPF cases had complete clinical and follow-up data. Among these, five cases were excluded because LC was radiologically suspected but not histologically proven. The remaining 181 cases were categorized in two groups: 23 patients with biopsy-proven LC and IPF (LC-IPF) and 158 patients with IPF only (IPF). Survival and clinical characteristics of the two groups were compared. RESULTS: Prevalence of histologically proven LC was 13%, and among those with LC-IPF cumulative incidence at 1 and 3 years was 41% and 82%. Patients with LC were more frequently smokers (91.3% vs 71.6%, P = .001), with combined pulmonary fibrosis and emphysema (52% vs 32%, P = .052). Survival in patients with LC-IPF was significantly worse than in patients with IPF without LC (median survival, 38.7 months vs 63.9 months; hazard ratio = 5.0; 95% CI, 2.91-8.57; P < .001). Causes of death in the study group were respiratory failure in 43% of patients, LC progression in 13%, and LC treatment-related complications in 17%. CONCLUSIONS: In patients with IPF, LC has a significant adverse impact on survival. Diagnosis and treatment of LC in IPF are burdened by an increased incidence of severe complicating events, apparently as lethal as the cancer itself.


Assuntos
Fibrose Pulmonar Idiopática/complicações , Neoplasias Pulmonares/epidemiologia , Idoso , Feminino , Seguimentos , Humanos , Incidência , Itália/epidemiologia , Neoplasias Pulmonares/etiologia , Masculino , Pessoa de Meia-Idade , Prevalência , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida/tendências
15.
Future Oncol ; 10(13): 2081-96, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25396779

RESUMO

Non-small-cell lung cancer (NSCLC) treatment has led to improved efficacy and compliance due to individual tailoring of the therapeutic options and the use of strategies based on both clinical characteristics and histological and biological features of the disease. In nonsquamous NSCLC, novel agents, such as pemetrexed and bevacizumab, have improved survival in the first-line setting. Maintenance therapy with pemetrexed and erlotinib resulted in improved progression-free survival compared with second-line therapy at disease progression. In the second-line setting, pemetrexed improves survival in nonsquamous NSCLC compared with docetaxel, and erlotinib has shown a survival benefit compared with best supportive care in patients who did not previously receive an EGF receptor inhibitor. Although the benefit of first- and second-line treatment over best supportive care alone has been firmly established, the role of further-line treatment remains controversial. This article summarizes the state-of-the-art treatments in this setting.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/patologia , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/patologia , Humanos , Terapia de Alvo Molecular , Estadiamento de Neoplasias , Retratamento , Resultado do Tratamento
16.
BMC Cancer ; 14: 792, 2014 Oct 31.
Artigo em Inglês | MEDLINE | ID: mdl-25361734

RESUMO

BACKGROUND: Cancer patients undergo routine computed-tomography (CT) scans and, therefore, iodinated contrast media (ICM) administration. It is not known whether a time-dependent correlation exists between chemotherapy administration, contrast enhanced CT and onset of acute ICM-related adverse reactions (ARs). METHODS: All consecutive contrast-enhanced CTs performed from 1 January 2010 to 31 December 2012 within 30 days of the last chemotherapy administration were retrospectively reviewed. Episodes of acute ICM-related ARs were reported to the pharmacovigilance officer. We analyzed time to CT evaluation calculated as the time elapsed from the date of the CT performed to the date of the last chemotherapy administration. Patients were classified into 4 groups based on the antineoplastic treatment: platinum-based, taxane-based, platinum plus taxane and other group. RESULTS: Out of 10,472 contrast-enhanced CTs performed, 3,945 carried out on 1,878 patients were considered for the study. Forty acute ICM-related ARs (1.01%; 95% CI, 0.70-1.33) were reported. No differences were seen among immediate (within 10 days of the last chemotherapy administration), early (11-20 days) and delayed (21-30 days) CTs. Median time to CT in patients who experienced an acute ICM-related AR by treatment group was not statistically different: 20 days (range 6-30), 17 days (range 5-22), 13 days (range 8-17), 13 days (range (2-29) for the platinum, taxane, platinum plus taxane and other group, respectively (P =0.251). CONCLUSIONS: Our results did not reveal any correlation between time to CT and risk of acute ICM-related ARs in cancer patients.


Assuntos
Meios de Contraste/efeitos adversos , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/etiologia , Neoplasias/complicações , Tomografia Computadorizada por Raios X , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Meios de Contraste/administração & dosagem , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/epidemiologia , Humanos , Incidência , Radioisótopos do Iodo , Pessoa de Meia-Idade , Neoplasias/diagnóstico por imagem , Neoplasias/tratamento farmacológico , Razão de Chances , Fatores de Tempo , Tomografia Computadorizada por Raios X/efeitos adversos , Adulto Jovem
17.
Acad Radiol ; 21(11): 1416-26, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-25300721

RESUMO

RATIONALE AND OBJECTIVES: To study the effects of four different rigid alignment approaches on both time-concentration curves (TCCs) and perfusion maps in computed tomography perfusion (CTp) studies of liver and lung tumors. MATERIALS AND METHODS: Eleven data sets in patients who were subjected to axial CTp after contrast agent administration were assessed. Each data set consists of four different sequences, according to the different rigid alignment configurations considered to compute blood flow perfusion maps: no alignment, translational, craniocaudal, and three dimensional (3D). The color maps were built on TCCs according to the maximum slope method. The effects of motion correction procedures on the reliability of TCCs and perfusion maps were assessed both quantitatively and visually. RESULTS: TCCs built after 3D alignments show the best indices as well as producing the most reliable maps. We show examinations in which the translational alignment only yields more accurate TCCs, but less reliable perfusion maps, than those achieved with no alignment. Furthermore, we show color maps with two different perfusion patterns, both considered reliable by radiologists, achieved with different motion correction approaches. CONCLUSIONS: The quantitative index we conceived allows relating quality of 3D alignment and reliability of perfusion maps. A better alignment does not necessarily yield more reliable perfusion values: color maps resulting from either alignment procedure must be critically assessed by radiologists. This achievement will hopefully represent a step forward for the clinical use of CTp studies for staging, prognosis, and monitoring values of therapeutic regimens.


Assuntos
Artefatos , Neoplasias Hepáticas/diagnóstico por imagem , Neoplasias Pulmonares/diagnóstico por imagem , Neovascularização Patológica/diagnóstico por imagem , Imagem de Perfusão/métodos , Interpretação de Imagem Radiográfica Assistida por Computador/métodos , Tomografia Computadorizada por Raios X/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Algoritmos , Feminino , Humanos , Neoplasias Hepáticas/complicações , Neoplasias Pulmonares/complicações , Masculino , Pessoa de Meia-Idade , Movimento (Física) , Movimento , Neovascularização Patológica/complicações , Intensificação de Imagem Radiográfica/métodos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
18.
Insights Imaging ; 5(5): 619-28, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-25171956

RESUMO

The azygos venous system represents an accessory venous pathway supplying an important collateral circulation between the superior and inferior vena cava. The aim of this article is to revise the wide spectrum of changes ranging from normal to pathological conditions involving the azygos system. Teaching points • The azygos vein is a collateral venous pathway, becoming a vital shunt if major pathways of venous return are obstructed. • In azygos continuation, the azygos vein becomes significantly enlarged due to inferior vena cava interruption. • Fibrosing mediastinitis is an underestimated acquired disorder. • Fibrosing mediastinitis induces a variable engorgement of collateral veins. • Fibrosing mediastinitis leads to superior vena cava syndrome.

19.
Oncologist ; 19(8): 823-8, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25063226

RESUMO

BACKGROUND: The impact of cytotoxic agents on the risk of acute allergy-like adverse reactions (ARs) to intravenous iodinated contrast media (ICM) injections is unknown. METHODS: We retrospectively reviewed 13,565 computed tomography (CT) scans performed in a consecutive cohort of cancer patients from January 1, 2010 to December 31, 2012. Episodes of acute ICM-related ARs were reported to the pharmacovigilance officer. The following matched comparisons were made: tax code, gender, primary tumor, antineoplastic therapy, and date of last cycle. Concomitant antineoplastic treatment was classified into five groups: platinum, taxane, platinum plus taxane, other, and no treatment group (no therapy had been administered in the previous 24 months). Logistic regression was used to estimate odds ratio (OR) and 95% confidence interval (CI) to evaluate the risk of acute ICM-related ARs. RESULTS: Of 10,472 contrast-enhanced CT scans, 97 (0.93%; 95% CI: 0.74-1.11) ICM-related ARs were reported, 11 of which (0.1%) were severe, including one fatality. The overall incidence was significantly higher in patients aged <65 years (p = .0062) and in the platinum plus taxane and taxane groups (p = .007), whereas no correlation was found with gender, number of previous CT scans, site of disease, or treatment setting. Multivariate analysis confirmed an increased risk for patients aged <65 years (OR: 1.73; 95% CI: 1.14-2.63) and for the taxane group (in comparison with the no treatment group; OR: 2.06; 95% CI: 1.02-4.16). CONCLUSION: Among cancer patients, concomitant treatment with taxanes and younger age would seem to be risk factors for ICM-related ARs.


Assuntos
Meios de Contraste/efeitos adversos , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/patologia , Iodo/efeitos adversos , Neoplasias/patologia , Tomógrafos Computadorizados/efeitos adversos , Adulto , Idoso , Idoso de 80 Anos ou mais , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/epidemiologia , Feminino , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Neoplasias/tratamento farmacológico , Neoplasias/epidemiologia , Medição de Risco , Fatores de Risco
20.
Radiol Med ; 119(1): 41-53, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24234182

RESUMO

Following a brief introduction covering the clinical signs and symptoms of pulmonary hypertension (PH), its most recent classification into six groups, and the computed tomography (CT) features common to all forms of PH, this paper illustrates the typical patterns that can be found on chest radiography and CT in rare causes of PH. We present and compare with the existing literature our personal series of cases of rare forms of PH, found in the following diseases: veno-occlusive disease, pulmonary capillary haemangiomatosis, non-thrombotic pulmonary embolism (tumour embolism and carcinomatous lymphangitis, talcosis, hydatid disease), pulmonary artery sarcoma, neurofibromatosis, sarcoidosis, and Langerhans cell histiocytosis. Rare forms of PH show low incidence and prevalence, and are, therefore, poorly recognised. Their diagnosis is a challenge for clinicians, pathologists, and radiologists, and any additional knowledge about the CT findings may help the diagnosis in the case of patients affected by PH of unknown origin.


Assuntos
Hipertensão Pulmonar/diagnóstico por imagem , Hipertensão Pulmonar/etiologia , Tomografia Computadorizada por Raios X/métodos , Diagnóstico Diferencial , Humanos
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