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1.
Radiography (Lond) ; 30(3): 971-977, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38663216

RESUMO

INTRODUCTION: Positron emission tomography/computed tomography (PET/CT) has an established role in evaluating patients with lung cancer. The aim of this work was to assess the predictive capability of [18F]Fluorodeoxyglucose ([18F]FDG) PET/CT parameters on overall survival (OS) in lung cancer patients using an artificial neural network (ANN) in parallel with conventional statistical analysis. METHODS: Retrospective analysis was performed on a group of 165 lung cancer patients (98M, 67F). PET features associated with the primary tumor: maximum and mean standardized uptake value (SUVmax, SUVmean), total lesion glycolysis (TLG) metabolic tumor volume (MTV) and area under the curve-cumulative SUV histogram (AUC-CSH) and metastatic lesions (SUVmaxtotal, SUVmeantotal, TLGtotal, and MTVtotal) were evaluated. In parallel with conventional statistical analysis (Chi-Square analysis for nominal data, Student's t test for continuous data), the data was evaluated using an ANN. There were 97 input variables in 165 patients using a binary classification of either below, or greater than/equal to median survival post primary diagnosis. Additionally, phantom study was performed to assess the most optimal contouring method. RESULTS: Males had statistically higher SUVmax (mean: 10.7 vs 8.9; p = 0.020), MTV (mean: 66.5 cm3 vs. 21.5 cm3; p = 0.001), TLG (mean 404.7 vs. 115.0; p = 0.003), TLGtotal (mean: 946.7 vs. 433.3; p = 0.014) and MTVtotal (mean: 242.0 cm3 vs. 103.7 cm3; p = 0.027) than females. The ANN after training and validation was optimised with a final architecture of 4 scaling layer inputs (TLGtotal, SUVmaxtotal, SUVmeantotal and disease stage) and receiving operator characteristic (ROC) analysis demonstrated an AUC of 0.764 (sensitivity of 92.3%, specificity of 57.1%). CONCLUSION: Conventional statistical analysis and the ANN provided concordant findings in relation to variables that predict decreased survival. The ANN provided a weighted algorithm of the 4 key features to predict decreased survival. IMPLICATION FOR PRACTICE: Identification of parameters which can predict survival in lung cancer patients might be helpful in choosing the group of patients who require closer look during the follow-up.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Fluordesoxiglucose F18 , Neoplasias Pulmonares , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Compostos Radiofarmacêuticos , Humanos , Masculino , Carcinoma Pulmonar de Células não Pequenas/diagnóstico por imagem , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Carcinoma Pulmonar de Células não Pequenas/patologia , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/patologia , Estudos Retrospectivos , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/métodos , Feminino , Idoso , Pessoa de Meia-Idade , Adulto , Idoso de 80 Anos ou mais , Valor Preditivo dos Testes , Redes Neurais de Computação
2.
J Endocrinol Invest ; 42(1): 45-52, 2019 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-29619749

RESUMO

PURPOSE: The biological association between chronic lymphocytic thyroiditis (CLT) and differentiated thyroid cancer (DTC) has not been elucidated yet. The aim of the study was to assess whether the presence of CLT exerts any influence on clinical or histological presentation of DTC. METHODS: Nine hundred and seven consecutive patients with DTC treated in the years 1998-2016 were divided into two groups according to the presence or absence of concomitant CLT. The statistical differences were analysed. RESULTS: Out of 907 patients included in the study, 331 were diagnosed with DTC and CLT (studied group), while 576 patients with DTC but without CLT constituted a control group. The distribution of papillary and follicular thyroid cancer did not differ. In CLT group, the prevalence of pT1 was greater than for pT2-pT4 DTC (P = 0.0003; OR = 1.69, 95% CI 1.27-2.24) compared to controls (68.3 vs. 56.1%, respectively). The presence of multifocal lesions was similar. The thyroid capsule infiltration without extrathyroidal invasion (P < 0.0001; OR = 0.21, 95% CI 0.14-0.31) was more frequent in the studied group, unlike extracapsular invasion, which was significantly more often present in patients with DTC but without CLT (P = 0.004; OR = 1.66; 95% CI 1.17-2.34) as well as nodal involvement (P = 0.048; OR = 0.65, 95% CI 0.42-0.99). CONCLUSIONS: The collected data indicate a protective role of CLT in preventing the spread of the DTC. The presence of CLT might limit tumour growth to the primary site.


Assuntos
Adenocarcinoma Folicular/diagnóstico , Doença de Hashimoto/diagnóstico , Câncer Papilífero da Tireoide/diagnóstico , Neoplasias da Glândula Tireoide/diagnóstico , Adenocarcinoma Folicular/epidemiologia , Adenocarcinoma Folicular/patologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Diferenciação Celular/fisiologia , Estudos de Coortes , Feminino , Doença de Hashimoto/epidemiologia , Doença de Hashimoto/patologia , Humanos , Masculino , Pessoa de Meia-Idade , Invasividade Neoplásica/patologia , Estadiamento de Neoplasias/tendências , Estudos Retrospectivos , Câncer Papilífero da Tireoide/epidemiologia , Câncer Papilífero da Tireoide/patologia , Neoplasias da Glândula Tireoide/epidemiologia , Neoplasias da Glândula Tireoide/patologia , Adulto Jovem
3.
Nuklearmedizin ; 54(4): 158-62, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26076719

RESUMO

UNLABELLED: The aim of this study was to estimate the diagnostic value of common application of CA 125 level measurement and 18F-FDG PET/CT examination in patients with a suspicion of recurrent ovarian cancer. PATIENTS, METHODS: A retrospective analysis was performed on a group of 68 patients aged 31-77 (average 57.7) with a suspicion of relapsing ovarian cancer who had CA 125 serum level measurement and PET/CT examination done with a maximum interval of 60 days. RESULTS: PET/CT examination result was positive in 33 patients (48.5%) and negative in 35 (51.5%). Level of CA 125 was significantly higher in women with a positive PET/CT result than in patients with a negative one (average 199.9 U/ml and 15.7 U/ml, respectively, p < 0.001). Nevertheless, comparison of CA 125 level in groups defined according to the localization of the relapse showed no significant differences. Moreover, the ROC analysis revealed that the optimal cut-off point of CA 125 concentration to predict positive PET/CT result was 17.6 U/ml. Area under the curve was 0.91. Sensitivity, specificity and accuracy in prognosticating positive PET/CT result for the selected cut-off point of 17.6 U/ml were 90.9%, 80.0% and 85.3%, respectively. CONCLUSION: CA 125 level does not depend on the localization of the recurrence. PET/CT is particularly useful in patients with a suspicion of relapsing ovarian cancer with CA 125 value of at least 17.6 U/ml.


Assuntos
Antígeno Ca-125/sangue , Imagem Multimodal/métodos , Recidiva Local de Neoplasia/diagnóstico , Neoplasias Ovarianas/diagnóstico , Tomografia por Emissão de Pósitrons/métodos , Tomografia Computadorizada por Raios X/métodos , Adulto , Idoso , Biomarcadores Tumorais/sangue , Feminino , Fluordesoxiglucose F18 , Humanos , Aumento da Imagem/métodos , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/sangue , Neoplasias Ovarianas/sangue , Compostos Radiofarmacêuticos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
4.
Int J Cardiol ; 121(2): 194-5, 2007 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-17101186

RESUMO

Although feasibility and safety of autologous stem cells administration to the post-infarction heart has been proven it is not known what proportion of cells effectively do home at the damaged site. Therefore, we have labeled autologous bone marrow cells (ABMC's) by radioactive Indium and single photon emission computed tomography (SPECT) tissue distribution has been analyzed. It was detected that up to 10% of the cells were retained within the myocardium while their majority migrated or has been anchored at the spleen and liver. Comparing the number of homed cells to the total number of cells delivered one may postulate the indirect role for few hundred thousands ABMC's at heart regeneration.


Assuntos
Vasos Coronários/diagnóstico por imagem , Células-Tronco Hematopoéticas/diagnóstico por imagem , Idoso , Células da Medula Óssea/diagnóstico por imagem , Vasos Coronários/cirurgia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/diagnóstico por imagem , Infarto do Miocárdio/cirurgia , Transplante de Células-Tronco/métodos , Tomografia Computadorizada de Emissão de Fóton Único/métodos
5.
Nuklearmedizin ; 45(3): 111-4, 2006.
Artigo em Inglês | MEDLINE | ID: mdl-16710506

RESUMO

UNLABELLED: Cardiac syndrome X defines patients with typical anginal chest pain, a positive exercise ECG stress test and angiographically normal coronary arteries. AIM of this study was to evaluate the role of myocardial perfusion SPECT with dipyridamole stress in the diagnosis of cardiac syndrome X. PATIENTS, METHODS: 68 patients with syndrome X aged 32 to 60 years were subjected to myocardial imaging using (99m)Tc-MIBI according to the two-days protocol: at rest and after dipyridamole infusion. Semiquantitative evaluation of the images was based on the assessment of (99m)Tc-MIBI uptake in 17 myocardial segments using a 5-points scale (0 point -- normal uptake, 4 points -- no uptake). Scores obtained in each segment were summed up, constituting the summed rest score (SRS) and summed stress score (SSS). RESULTS: Mean SRS was 7.9 +/- 4.8 and mean SSS was 7.2 +/- 4.4 (non-significant difference). Individual comparison of SRS and SSS values revealed three patterns of scintigraphic images: 1) in 25 patients (36.8%), a paradoxical improvement of perfusion at stress images was found, 2) in 23 patients (33.8%), the myocardial perfusion deteriorated after dipyridamole, 3) in 20 patients (29.4%), no significant change of the myocardial perfusion between rest and stress images occurred. CONCLUSIONS: In cardiac syndrome X, myocardial SPECT with dipyridamole stress shows different patterns of myocardial perfusion that reflects heterogeneity of this pathology.


Assuntos
Teste de Esforço , Cardiopatias/diagnóstico por imagem , Angina Microvascular/diagnóstico por imagem , Tomografia Computadorizada de Emissão de Fóton Único , Eletrocardiografia , Humanos , Valores de Referência , Estudos Retrospectivos , Síndrome
6.
Growth Horm IGF Res ; 15(2): 156-64, 2005 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-15809020

RESUMO

OBJECTIVE: There is accumulating evidence that growth hormone (GH) plays an important role in the maintenance of normal cardiac growth and function. Abnormalities in left ventricular diastolic function and impairment of systolic function have also been reported in patients with GHD. In this study, we investigated the effects of 12 months GH replacement therapy on cardiac functional indices measured by echocardiography, the ECG stress test and SPECT imaging. DESIGN: Sixteen patients with childhood onset GHD (age 42.3+/-13.1 years, 10 males) were investigated before, and after, 12 months of GH treatment at a dosage of 0.02 IU/kg/day (7 microg/kg/day). The GH administration resulted in serum IGF-I levels within the normal range in all the patients. The following investigations were performed initially and after 12 months: electrocardiography, systolic and diastolic blood pressure, heart rate measurement, a complete Doppler-echocardiographic examination, treadmill exercise test and Technetium-99m sestamibi single-photon emission computer tomography (SPECT) imaging at rest and after exercise. RESULTS: Echocardiography showed improvement in left ventricular systolic function after GH treatment. End-systolic volume fell from 29.9+/-12.4 to 24.4+/-6.9 ml (p<0.05) and the ejection fraction increased from 56.2+/-7.2% to 63.2+/-6,1% (p<0.01). Left ventricular diameter and wall thickness did not change after GH treatment, although systolic increase in interventricular septum thickness (IVS%) and systolic increase in posterior wall thickness (PWT%) increased significantly (IVS% 52.2+/-31.9% vs. 67.3+/-30.4% and PWT% 48.7+/-20.2% vs. 58.0+/-17.7%, p<0.01, p<0.01, respectively). Contractile function, measured at midwall level, improved as left ventricular midwall fractional shortening (MWS) increased (16.11+/-6.55 vs. 23.30+/-5.89 %, p<0.01) and stress-corrected MWS increased between the examinations performed before and after 12 months of GH treatment (90.97+/-36.66 vs. 133.10+/-32.84 %, p<0.01). Diastolic function did not change, as assessed by early diastolic flow (E), diastolic flow secondary to atrial contraction (A), or the E/A ratio. The LV-mass index did not change significantly after GH treatment (78.4+/-22.1 vs. 81.9+/-21.1g/m(2)). After 12 months of GH treatment the myocardial performance index (MPI) decreased significantly from 0.483+/-0.146 at baseline to 0.410+/-0.086 at the end of the study (p<0.05). There was a trend towards an increase in exercise duration and capacity after GH treatment but the differences did not reach levels of statistical significance. SPECT imaging basally and after 12 months showed normal myocardial perfusion at rest and after exercise in all the patients. In conclusion, GH replacement therapy in adults with GHD demonstrated the beneficial effects on cardiac functions.


Assuntos
Coração/efeitos dos fármacos , Hormônio do Crescimento Humano/deficiência , Hormônio do Crescimento Humano/uso terapêutico , Adolescente , Adulto , Pressão Sanguínea/efeitos dos fármacos , Ecocardiografia Doppler , Eletrocardiografia , Teste de Esforço , Feminino , Coração/fisiopatologia , Frequência Cardíaca/efeitos dos fármacos , Humanos , Fator de Crescimento Insulin-Like I/metabolismo , Masculino , Pessoa de Meia-Idade , Angiografia Cintilográfica , Volume Sistólico/efeitos dos fármacos , Tomografia Computadorizada de Emissão de Fóton Único , Função Ventricular Esquerda/efeitos dos fármacos
7.
Nucl Med Commun ; 22(2): 183-8, 2001 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-11258405

RESUMO

In spite of successful revascularization, in a significant group of patients myocardial ischaemia is present after surgery. The final effect of surgery depends on preoperative left ventricular function, initial coronary artery status, completeness of revascularization, the use of arterial or venous grafts, and many other factors. The aim of our 99Tcm-MIBI scintigraphy study was to examine the improvement of perfusion in the left anterior descending artery (LAD) vascular territory after revascularization with the use of the left internal thoracic artery (LITA), with respect to the LAD diameter and use of additional venous graft to diagonal artery. The study group consisted of 45 subjects (42 male, three female) aged 34-68 years (mean age 50.9+/-8.3 years) recruited from patients in whom LITA was grafted into LAD. The operation and postoperative period was uneventful in all patients. Two weeks before, and 3-4 months after surgery, dipyridamole-rest sestamibi SPECT were performed. The revascularization significantly improved both stress (deltaPI = 0.77+/-0.66; P < 0.001) and rest (deltaPI = 0.32+/-0.60; P < 0.001) perfusion of the LAD territory. The improvement was slightly better in patients who received two grafts (deltaPI = 1.42+/-0.91) for the LAD territory in comparison to the group revascularized only with LITA (deltaPI = 0.80+/-0.69; P = patients who received an arterial bypass to the LAD artery the perfusion was abnormal in all eight patients after anterior myocardial infarction and in 39% of patients without a history of infarction. The perfusion improvement was the best when the diameter of LAD was > or = 1.5 mm (deltaPI = 0.88+/-0.95). The independent predictors of perfusion improvement were the number of segments with reversible perfusion defect within the revascularized area (beta = 0.84, P < 0.001), the diameter of revascularized artery (beta = 0.17, P = 0.03) and the presence of pathological Q wave at preoperative ECG (beta = -0.20, P = 0.02). We conclude that the degree of perfusion improvement in the LAD territory after revascularization with the use of LITA depends on the diameter of bypassed coronary artery, completeness of revascularization and the reversibility of preoperative perfusion defect.


Assuntos
Circulação Coronária/fisiologia , Revascularização Miocárdica , Compostos Radiofarmacêuticos , Tecnécio Tc 99m Sestamibi , Artérias Torácicas/cirurgia , Adulto , Idoso , Cateterismo Cardíaco , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Transplante Autólogo
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