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1.
Clin Case Rep ; 9(3): 1066-1071, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33768784

ABSTRACT

Abnormal NIPT results, contrasting with normal fetus development, could disclose maternal malignancy, and this possibility should always be explained during pretest counseling. In this case, a complete diagnostic assessment is recommended and should be managed by a multidisciplinary team to define the best timing for diagnostic procedures, delivery, and treatment.

2.
Eur Radiol ; 30(7): 4134-4140, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32166491

ABSTRACT

OBJECTIVE: To enhance the positive predictive value (PPV) of chest digital tomosynthesis (DTS) in the lung cancer detection with the analysis of radiomics features. METHOD: The investigation was carried out within the SOS clinical trial (NCT03645018) for lung cancer screening with DTS. Lung nodules were identified by visual analysis and then classified using the diameter and the radiological aspect of the nodule following lung-RADS. Haralick texture features were extracted from the segmented nodules. Both semantic variables and radiomics features were used to build a predictive model using logistic regression on a subset of variables selected with backward feature selection and using two machine learning: a Random Forest and a neural network with the whole subset of variables. The methods were applied to a train set and validated on a test set where diagnostic accuracy metrics were calculated. RESULTS: Binary visual analysis had a good sensitivity (0.95) but a low PPV (0.14). Lung-RADS classification increased the PPV (0.19) but with an unacceptable low sensitivity (0.65). Logistic regression showed a mildly increased PPV (0.29) but a lower sensitivity (0.20). Random Forest demonstrated a moderate PPV (0.40) but with a low sensitivity (0.30). Neural network demonstrated to be the best predictor with a high PPV (0.95) and a high sensitivity (0.90). CONCLUSIONS: The neural network demonstrated the best PPV. The use of visual analysis along with neural network could help radiologists to reduce the number of false positive in DTS. KEY POINTS: • We investigated several approaches to enhance the positive predictive value of chest digital tomosynthesis in the lung cancer detection. • Neural network demonstrated to be the best predictor with a nearly perfect PPV. • Neural network could help radiologists to reduce the number of false positive in DTS.


Subject(s)
Artificial Intelligence , Image Processing, Computer-Assisted , Lung Neoplasms/diagnosis , Tomography, X-Ray Computed/methods , Aged , Algorithms , Early Detection of Cancer/methods , Humans , Logistic Models , Lung Neoplasms/diagnostic imaging , Machine Learning , Middle Aged , Neural Networks, Computer , Radiology , Reproducibility of Results , Semantics
3.
J Clin Endocrinol Metab ; 105(4)2020 04 01.
Article in English | MEDLINE | ID: mdl-31900474

ABSTRACT

CONTEXT: The frequency of adrenal incidentalomas and their association with comorbid conditions have been assessed mostly in retrospective studies that may be prone to ascertainment bias. OBJECTIVE: The objective of this work is to evaluate the frequency of adrenal incidentalomas and their associated comorbid conditions. DESIGN: A prospective cohort study was conducted. SETTING: This study took place at a radiology department at a public hospital. PARTICIPANTS: Unselected outpatients who underwent an abdominal computed tomography (CT) from January 2017 to June 2018. Patients with known or suspected adrenal disease or malignancy were excluded. EXPOSURE: All abdominal CT scans were evaluated by an experienced radiologist. Hormonal workup including a 1-mg dexamethasone suppression test was performed in patients bearing adrenal incidentalomas. MAIN OUTCOME AND MEASURE: Frequency of adrenal incidentalomas in abdominal CT of unselected patients; frequency of comorbid conditions, and hormonal workup in patients bearing adrenal incidentalomas. RESULTS: We recruited 601 patients, and in 7.3% of them an adrenal tumor was found serendipitously. The patients bearing an adrenal incidentaloma had higher body mass index (P = .009) and waist circumference (P = .004) and were more frequently diabetic (P = .0038). At multivariable regression analysis, diabetes was significantly associated with the presence of adrenal incidentalomas (P = .003). Autonomous cortisol secretion was observed in 50% of patients who did not suppress cortisol less than 50 nmol/L after 1 mg dexamethasone. CONCLUSIONS: The frequency of adrenal incidentalomas is higher than previously reported. Moreover, adrenal incidentalomas are tied to increased risk of type 2 diabetes. This finding is free from ascertainment bias because patients with adrenal incidentalomas were drawn from a prospective cohort with the same risk of diabetes as the background population.


Subject(s)
Adrenal Gland Neoplasms/complications , Diabetes Mellitus, Type 2/etiology , Aged , Case-Control Studies , Diabetes Mellitus, Type 2/pathology , Female , Follow-Up Studies , Humans , Incidental Findings , Male , Middle Aged , Prognosis , Prospective Studies
4.
World J Clin Cases ; 7(23): 4011-4019, 2019 Dec 06.
Article in English | MEDLINE | ID: mdl-31832403

ABSTRACT

BACKGROUND: Perivascular epithelioid cell tumor (PEComa) is a rare mesenchymal neoplasm that can arise in many different organs with a broad spectrum of biological behavior, from indolent to aggressive progression. Only ten cases of gastric PEComas have been reported in the English literature, which were treated with endoscopic, laparoscopic, or open resections. Due to its rarity, the optimal surgical management and prognosis of this tumor are still uncertain. CASE SUMMARY: We present a case of robotic wedge resection of a 6.5 cm bleeding lesion of the gastric fundus located 3 cm below the esophago-gastric junction in a 55-year-old man. Biopsy revealed a malignant tumor with epithelioid cells focally positive for muscle markers desmin and smooth muscle actin. In addition, histology revealed that the tumor was positive for HMB-45, melan-A (MART-1), microphthalmia transcription factor and negative for pan-cytokeratin AE1/AE3, CD34, p40, DOG-1, CD117 (c-kit), S100, CD3, CD79a, caldesmon and myogenin. These markers suggested the possibility of a PEComa. The patient underwent a diagnostic laparoscopy via the da Vinci® Si™ system and robotic wedge resection. Final pathology confirmed a malignant gastric PEComa with negative margins. At his 11-mo follow-up visit, the patient remained disease-free. CONCLUSION: Gastric PEComa can be treated with a robotic R0 resection with acceptable postoperative and short-term oncological outcomes.

5.
Radiol Med ; 122(8): 568-574, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28429205

ABSTRACT

PURPOSE: To compare the lung nodules' detection of digital tomosynthesis (DTS) and computed tomography (CT) in the context of the SOS (Studio OSservazionale) prospective screening program for lung cancer detection. MATERIALS AND METHODS: One hundred and thirty-two of the 1843 subjects enrolled in the SOS study underwent CT because non-calcified nodules with diameters larger than 5 mm and/or multiple nodules were present in DTS. Two expert radiologists reviewed the exams classifying the nodules based on their radiological appearance and their dimension. LUNG-RADS classification was applied to compare receiver operator characteristics curve between CT and DTS with respect to final diagnosis. CT was used as gold standard. RESULTS: DTS and CT detected 208 and 179 nodules in the 132 subjects, respectively. Of these 208 nodules, 189 (91%) were solid, partially solid, and ground glass opacity. CT confirmed 140/189 (74%) of these nodules but found 4 nodules that were not detected by DTS. DTS and CT were concordant in 62% of the cases applying the 5-point LUNG-RADS scale. The concordance rose to 86% on a suspicious/non-suspicious binary scale. The areas under the curve in receiver operator characteristics were 0.89 (95% CI 0.83-0.94) and 0.80 (95% CI 0.72-0.89) for CT and DTS, respectively. The mean effective dose was 0.09 ± 0.04 mSv for DTS and 4.90 ± 1.20 mSv for CT. CONCLUSIONS: The use of a common classification for nodule detection in DTS and CT helps in comparing the two technologies. DTS detected and correctly classified 74% of the nodules seen by CT but lost 4 nodules identified by CT. Concordance between DTS and CT rose to 86% of the nodules when considering LUNG-RADS on a binary scale.


Subject(s)
Lung Neoplasms/diagnostic imaging , Multiple Pulmonary Nodules/diagnostic imaging , Radiographic Image Enhancement/methods , Tomography, X-Ray Computed , Aged , Female , Humans , Male , Middle Aged , Prospective Studies , Radiation Dosage , Radiographic Image Interpretation, Computer-Assisted , Sensitivity and Specificity
6.
Thromb Res ; 154: 64-72, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28427005

ABSTRACT

BACKGROUND: Computed tomographic pulmonary angiography (CTPA) has simplified the diagnostic approach to patients with clinically suspected pulmonary embolism (PE), but alternative imaging tests are still advocated. We aimed to systematically assess the diagnostic accuracy of magnetic resonance imaging (MRI) for PE diagnosis. METHODS: Studies evaluating the diagnostic accuracy of MRI for the diagnosis of PE were systematically searched in the PubMed and EMBASE databases (up to May 2016). QUADAS - 2 tool was used for the quality assessment of the primary studies. A bivariate random-effects regression approach was used for summary estimates of both sensitivity and specificity. RESULTS: Thirteen studies, for a total of 1170 patients, were included. Weighted mean prevalence of PE was 37% at random-effect model. Weighted mean inconclusive MRI results were 19% at random-effect model. After exclusion of technical inadequate results, MRI bivariate weighted mean sensitivity was 80.9% (95% confidence interval [CI] 68.2, 89.4%), with a bivariate weighted mean specificity of 96.4% (95% CI 92.4, 98.3%), CONCLUSIONS: MRI has high specificity but limited sensitivity for the diagnosis of PE. Inconclusive results are a major limitation to the practical application of MRI. Management studies are needed to more precisely define the role of MRI in the diagnostic workup of patients with suspected PE.


Subject(s)
Magnetic Resonance Imaging/methods , Pulmonary Artery/diagnostic imaging , Pulmonary Embolism/diagnostic imaging , Humans , Models, Statistical , Sensitivity and Specificity
7.
Ann Transl Med ; 3(5): 67, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25992366

ABSTRACT

OBJECTIVE: Baseline results of the Studio OSservazionale (SOS), observational study, a single-arm observational study of digital chest tomosynthesis for lung cancer detection in an at-risk population demonstrated a detection rate of lung cancer comparable to that of studies that used low dose CT scan (LDCT). We present the results of the first round. METHODS: Totally 1,703 out of 1,843 (92%) subjects who had a baseline digital chest tomosynthesis underwent a first round reevaluation after 1 year. RESULTS: At first round chest digital tomosynthesis, 13 (0.7%) subjects had an indeterminate nodule larger than 5 mm and underwent low-dose CT scan for nodule confirmation. PET/CT study was obtained in 10 (0.5%) subjects and 2 subjects had a low-dose CT follow up. Surgery, either video-assisted thoracoscopic or open surgery for indeterminate pulmonary nodules was performed in 10 (0.2%) subjects. A lung cancer was diagnosed and resected in five patients. The lung cancer detection rate at first round was 0.3% (5/1,703). CONCLUSIONS: The detection rate of lung cancer at first round for tomosynthesis is comparable to rates reported for CT. In addition, results of first round digital chest tomosynthesis confirm chest tomosynthesis as a possible first-line lung cancer-screening tool.

8.
J Thorac Oncol ; 8(6): 685-92, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23612466

ABSTRACT

INTRODUCTION: Observational studies consistently support strategies for early cancer diagnosis and treatment. Owing to its high prevalence, mortality rate, and easily identifiable at-risk population groups, lung cancer seems ideal for early detection programs. We present the baseline results of the SOS study, a single-arm observational study of digital chest tomosynthesis for lung cancer detection in an at-risk population. METHODS: Accrual of study participants started in December 2010 and ended in December 2011. Participants considered eligible were smokers or former smokers aged 45 to 75 years, with a smoking history of at least 20 pack-years, without malignancy in the 5 years before the start of the study. A tomosynthesis examination was performed at baseline and another the year after. RESULTS: Of the 1919 candidates assessed, 1843 (96%) were enrolled into the study: the mean age was 61 years (range, 48-73 years); 1419 (77%) were current smokers. The most prevalent comorbidities were hypertension, chronic obstructive pulmonary disease, and cardiovascular diseases. A total of 1843 tomosynthesis studies were obtained. Pulmonary abnormalities were detected in 268 subjects (14.5%). First-line basal computed tomography (CT) was subsequently carried out in 132 subjects (7.2%), 68 (4.9%) of which were referred for follow-up CT. Positron-emission tomography/CT was performed on 27 individuals (1.46%), and lung cancer was detected in 18 (0.98%) of them. CONCLUSION: The detection rate of noncalcified lung nodules for tomosynthesis was comparable with rates reported for CT. A small subgroup underwent low-dosage CT and entered a follow-up program. Overall, lung cancer was detected in approximately 1% of cases. Digital chest tomosynthesis holds promise as a first-line lung cancer screening tool.


Subject(s)
Lung Neoplasms/diagnostic imaging , Radiography, Thoracic , Smoking , Tomography, X-Ray Computed , Aged , Early Detection of Cancer , Female , Humans , Lung Neoplasms/epidemiology , Male , Mass Screening , Middle Aged , Neoplasm Staging , Prevalence , Prognosis , Radiographic Image Enhancement
9.
Interact Cardiovasc Thorac Surg ; 14(4): 500-1, 2012 Apr.
Article in English | MEDLINE | ID: mdl-22232232

ABSTRACT

Thyroidectomy is a safe procedure often performed either for benign or malignant thyroid diseases. Complication rate is low and tracheal injury associated with thyroidectomy is rarely described. The trachea may be perforated or lacerated intraoperatively; nevertheless, damage is usually recognized and directly repaired with reduced patient morbidity. We review a case of a 45-year-old male with a history of non-invasive thyroid cancer who underwent a total thyroidectomy with a tracheal necrosis and a subsequent rupture presenting 4 days following surgical operation. At home, while coughing, the patient experienced rapid swelling of neck, face and upper part of the chest. Computed tomography scan images demonstrated extensive subcutaneous emphysema and a defect in cervical trachea, confirmed also by bronchoscopy. The patient, without delay, underwent an exploration of the neck with a debridement of laceration. In view of the fact that a local infection was present, only a right pre-thyroid muscle flap was stitched on the defect. The patients recovered uneventfully.


Subject(s)
Thyroid Neoplasms/surgery , Thyroidectomy/adverse effects , Trachea/injuries , Wounds, Penetrating/etiology , Anti-Bacterial Agents/therapeutic use , Bronchoscopy , Debridement , Humans , Male , Middle Aged , Necrosis , Reoperation , Rupture , Subcutaneous Emphysema/etiology , Surgical Flaps , Therapeutic Irrigation , Time Factors , Tomography, X-Ray Computed , Trachea/diagnostic imaging , Trachea/pathology , Trachea/surgery , Wounds, Penetrating/diagnosis , Wounds, Penetrating/therapy
10.
Ital Heart J ; 6(12): 977-80, 2005 Dec.
Article in English | MEDLINE | ID: mdl-16502713

ABSTRACT

We report the case of a 41-year-old man presenting with a large Kommerell's diverticulum aneurysm in the right-sided aortic arch with retroesophageal component and moderate thoracic aortic dilation. Surgical treatment was performed through left thoracotomy and consisted of aneurysmectomy, closure of the distal aortic arch defect and aorta-left subclavian artery bypass. After 2 years computed tomography showed no modifications in the thoracic aortic morphology and the patency of the graft to the subclavian artery.


Subject(s)
Aorta, Thoracic/abnormalities , Aortic Aneurysm, Thoracic/surgery , Diverticulum/surgery , Adult , Aorta, Thoracic/surgery , Aortic Aneurysm, Thoracic/diagnosis , Aortic Aneurysm, Thoracic/etiology , Aortography , Humans , Male , Thoracotomy , Tomography, X-Ray Computed
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