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1.
Int J Mol Sci ; 24(4)2023 Feb 16.
Article in English | MEDLINE | ID: mdl-36835424

ABSTRACT

Precision medicine has driven a major change in the treatment of many forms of cancer. The discovery that each patient is different and each tumor mass has its own characteristics has shifted the focus of basic and clinical research to the singular individual. Liquid biopsy (LB), in this sense, presents new scenarios in personalized medicine through the study of molecules, factors, and tumor biomarkers in blood such as circulating tumor cells (CTCs), circulating tumor DNA (ctDNA), exosomes and circulating tumor microRNAs (ct-miRNAs). Moreover, its easy application and complete absence of contraindications for the patient make this method applicable in a great many fields. Melanoma, given its highly heterogeneous characteristics, is a cancer form that could significantly benefit from the information linked to liquid biopsy, especially in the treatment management. In this review, we will focus our attention on the latest applications of liquid biopsy in metastatic melanoma and possible developments in the clinical setting.


Subject(s)
Circulating MicroRNA , Melanoma , MicroRNAs , Neoplasms, Second Primary , Neoplastic Cells, Circulating , Humans , Precision Medicine/methods , Liquid Biopsy/methods , DNA, Neoplasm/genetics , Neoplastic Cells, Circulating/pathology , Biomarkers, Tumor
2.
Cancers (Basel) ; 14(24)2022 Dec 15.
Article in English | MEDLINE | ID: mdl-36551689

ABSTRACT

People exposed to ionizing radiation (IR) both for diagnostic and therapeutic purposes is constantly increasing. Since the use of IR involves a risk of harmful effects, such as the DNA DSB induction, an accurate determination of this induced DNA damage and a correct evaluation of the risk-benefit ratio in the clinical field are of key relevance. γH2AX (the phosphorylated form of the histone variant H2AX) is a very early marker of DSBs that can be induced both in physiological conditions, such as in the absence of specific external agents, and by external factors such as smoking, heat, background environmental radiation, and drugs. All these internal and external conditions result in a basal level of γH2AX which must be considered for the correct assessment of the DSBs after IR exposure. In this review we analyze the most common conditions that induce H2AX phosphorylation, including specific exogenous stimuli, cellular states, basic environmental factors, and lifestyles. Moreover, we discuss the most widely used methods for γH2AX determination and describe the principal applications of γH2AX scoring, paying particular attention to clinical studies. This knowledge will help us optimize the use of available methods in order to discern the specific γH2AX following IR-induced DSBs from the basal level of γH2AX in the cells.

3.
Cells ; 11(24)2022 12 08.
Article in English | MEDLINE | ID: mdl-36552729

ABSTRACT

Artificial intelligence (AI), a field of research in which computers are applied to mimic humans, is continuously expanding and influencing many aspects of our lives. From electric cars to search motors, AI helps us manage our daily lives by simplifying functions and activities that would be more complex otherwise. Even in the medical field, and specifically in oncology, many studies in recent years have highlighted the possible helping role that AI could play in clinical and therapeutic patient management. In specific contexts, clinical decisions are supported by "intelligent" machines and the development of specific softwares that assist the specialist in the management of the oncology patient. Melanoma, a highly heterogeneous disease influenced by several genetic and environmental factors, to date is still difficult to manage clinically in its advanced stages. Therapies often fail, due to the establishment of intrinsic or secondary resistance, making clinical decisions complex. In this sense, although much work still needs to be conducted, numerous evidence shows that AI (through the processing of large available data) could positively influence the management of the patient with advanced melanoma, helping the clinician in the most favorable therapeutic choice and avoiding unnecessary treatments that are sure to fail. In this review, the most recent applications of AI in melanoma will be described, focusing especially on the possible finding of this field in the management of drug treatments.


Subject(s)
Artificial Intelligence , Melanoma , Humans , Melanoma/therapy , Medical Oncology , Software , Precision Medicine
4.
Front Oncol ; 11: 704607, 2021.
Article in English | MEDLINE | ID: mdl-34692481

ABSTRACT

In the era of artificial intelligence and precision medicine, the use of quantitative imaging methodological approaches could improve the cancer patient's therapeutic approaches. Specifically, our pilot study aims to explore whether CT texture features on both baseline and first post-treatment contrast-enhanced CT may act as a predictor of overall survival (OS) and progression-free survival (PFS) in metastatic melanoma (MM) patients treated with the PD-1 inhibitor Nivolumab. Ninety-four lesions from 32 patients treated with Nivolumab were analyzed. Manual segmentation was performed using a free-hand polygon approach by drawing a region of interest (ROI) around each target lesion (up to five lesions were selected per patient according to RECIST 1.1). Filtration-histogram-based texture analysis was employed using a commercially available research software called TexRAD (Feedback Medical Ltd, London, UK; https://fbkmed.com/texrad-landing-2/) Percentage changes in texture features were calculated to perform delta-radiomics analysis. Texture feature kurtosis at fine and medium filter scale predicted OS and PFS. A higher kurtosis is correlated with good prognosis; kurtosis values greater than 1.11 for SSF = 2 and 1.20 for SSF = 3 were indicators of higher OS (fine texture: 192 HR = 0.56, 95% CI = 0.32-0.96, p = 0.03; medium texture: HR = 0.54, 95% CI = 0.29-0.99, p = 0.04) and PFS (fine texture: HR = 0.53, 95% CI = 0.29-0.95, p = 0.03; medium texture: HR = 0.49, 209 95% CI = 0.25-0.96, p = 0.03). In delta-radiomics analysis, the entropy percentage variation correlated with OS and PFS. Increasing entropy indicates a worse outcome. An entropy variation greater than 5% was an indicator of bad prognosis. CT delta-texture analysis quantified as entropy predicted OS and PFS. Baseline CT texture quantified as kurtosis also predicted survival baseline. Further studies with larger cohorts are mandatory to confirm these promising exploratory results.

5.
Int J Mol Sci ; 22(8)2021 Apr 07.
Article in English | MEDLINE | ID: mdl-33917181

ABSTRACT

The treatment and management of patients with metastatic melanoma have evolved considerably in the "era" of personalized medicine. Melanoma was one of the first solid tumors to benefit from immunotherapy; life expectancy for patients in advanced stage of disease has improved. However, many progresses have yet to be made considering the (still) high number of patients who do not respond to therapies or who suffer adverse events. In this scenario, precision medicine appears fundamental to direct the most appropriate treatment to the single patient and to guide towards treatment decisions. The recent multi-omics analyses (genomics, transcriptomics, proteomics, metabolomics, radiomics, etc.) and the technological evolution of data interpretation have allowed to identify and understand several processes underlying the biology of cancer; therefore, improving the tumor clinical management. Specifically, these approaches have identified new pharmacological targets and potential biomarkers used to predict the response or adverse events to treatments. In this review, we will analyze and describe the most important omics approaches, by evaluating the methodological aspects and progress in melanoma precision medicine.


Subject(s)
Melanoma/diagnosis , Melanoma/therapy , Precision Medicine , Biomarkers , Biopsy , Clinical Decision-Making , Disease Management , Disease Susceptibility , Genomics/methods , Humans , Immunotherapy , Liquid Biopsy , Melanoma/etiology , Metabolomics/methods , Patient Outcome Assessment , Precision Medicine/methods , Proteomics/methods
6.
Cancer Med ; 9(5): 1603-1612, 2020 03.
Article in English | MEDLINE | ID: mdl-31951322

ABSTRACT

Advanced malignant melanoma represents a public health matter due to its rising incidence and aggressiveness. Novel therapies such as immunotherapy are showing promising results with improved progression free and overall survival in melanoma patients. However, novel targeted and immunotherapies could generate atypical patterns of response which are nowadays a big challenge since imaging criteria (ie Recist 1.1) have not been proven to be always reliable to assess response. Radiomics and in particular texture analysis (TA) represent new quantitative methodologies which could reduce the impact of these limitations providing most robust data in support of clinical decision process. The aim of this paper was to review the state of the art of radiomics/TA when it is applied to the imaging of metastatic melanoma patients.


Subject(s)
Image Processing, Computer-Assisted , Melanoma/drug therapy , Skin Neoplasms/drug therapy , Skin/diagnostic imaging , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Clinical Decision-Making , Decision Support Techniques , Humans , Incidence , Melanoma/diagnosis , Melanoma/genetics , Melanoma/secondary , Neoplasm Staging , Precision Medicine/methods , Skin/pathology , Skin Neoplasms/diagnosis , Skin Neoplasms/genetics , Skin Neoplasms/pathology
7.
Int J Dermatol ; 58(12): 1353-1359, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31209860

ABSTRACT

Sebaceous cysts are benign enveloped nodules resulting from an obstruction of a hair follicle. Although they are very common, differential diagnosis is not obvious and may include many diseases. Ultrasound examination with high frequency probes, in the hands of a skilled operator, is the gold standard for noninvasive evaluation of these diseases. The aim of our study was to describe sonographic patterns found in our experience with high frequency probes. We decided to reevaluate the sonographic appearance of the last 100 patients with sebaceous cysts that were under our observation through conducting a retrospective study. All lesions were examined by a skilled radiologist with an Esaote MyLab 70 XVG ultrasound unit and a dedicated 18 MHz linear probe, sometimes supplemented by 20 MHz. In these skin lesions, we evaluated morphology, size, vascularity, and especially the visibility of skin pores, a characteristic of sebaceous cysts. We found 118 lesions that were mostly located on the trunk. In the majority of cases, the skin lesions had an oval-shaped morphology - 114 (96.6%) - and were hypoechoic in appearance -108 (91.5%). In 60 (50.8%) cases, the skin lesions showed a homogeneous appearance, known as "pseudotestis". The average ultrasound examines with very high frequency probes allowed to evidence skin pores. Our retrospective study on higher frequency probes confirms the data in literature regarding the diagnosis of sebaceous cysts, demonstrating the high incidence and clinical significance of evidence of the so-called epidermal punctum.


Subject(s)
Epidermal Cyst/diagnosis , Sebaceous Glands/diagnostic imaging , Epidermal Cyst/epidemiology , Epidermal Cyst/pathology , Female , Humans , Incidence , Male , Middle Aged , Retrospective Studies , Sebaceous Glands/pathology , Ultrasonography/instrumentation
8.
J Exp Clin Cancer Res ; 33: 96, 2014 Nov 25.
Article in English | MEDLINE | ID: mdl-25420445

ABSTRACT

BACKGROUND: Over the past several years the incidence of cutaneous melanoma has rapidly increased. This tumor develops often in-transit metastases that significantly reduce patient survival at 5 years. To improve prognosis and quality of life in patients with melanoma metastases, a mini invasive procedure like electrochemotherapy (ECT) is adopted to remove superficial tissue lesions. To detect the melanoma metastases, high frequency (HF) ultrasound (US) is used. This technique, though, can be time-consuming and it needs an expert operator and a high performing machine. Therefore, we asked whether the US could be replaced or integrated with other less time-consuming techniques such as 18-FDG positron emission tomography/computed tomography (PET-CT) and telethermography (TT). METHODS: Fifteen patients (4 males and 11 females - age range: 63-91) affected whit advanced stage melanoma were enrolled. They presented 52 in-transit metastases as detected by the three techniques used, HF-US, PET/CT and TT within 30 days before ECT. RESULTS: All the 52 lesions were detected by HF-US (100%), 24/52 were detected by PET-CT (42,6%) and 15/52 were detected by TT (27,7%). PET-CT reported 3.7% false positives, while no false positive were reported by TT. CONCLUSIONS: As US detected 100% lesions, compared to the other two techniques used, US, along with clinical examination, has still to be considered as gold standard in the diagnosis of metastatic lesions. US, associated with an exhaustive anamnesis and accurate clinical examination, cannot be replaced by either PET-CT or TT. When US performing devices and experienced operators are not available, though, it is highly recommended to integrate US with at least one of the other techniques. Under certain circumstances, as in the case of obese and non-collaborating patients or in patients with lymphatic stasis, these techniques should be integrated to obtain exact in-transit metastases evaluation.


Subject(s)
Melanoma/diagnosis , Aged , Aged, 80 and over , Female , Humans , Male , Melanoma/diagnostic imaging , Melanoma/pathology , Middle Aged , Multimodal Imaging/methods , Neoplasm Metastasis , Positron-Emission Tomography/methods , Prospective Studies , Skin Neoplasms , Thermography/methods , Tomography, X-Ray Computed/methods , Ultrasonography , Melanoma, Cutaneous Malignant
9.
Radiol Oncol ; 48(1): 29-34, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24587776

ABSTRACT

BACKGROUND: The primary aim of this study was to evaluate the diagnostic accuracy of ultrasound (US) in the study of superficial lymph nodes during the follow-up of patients surgically treated for skin tumours. The secondary objective was to compare positive cytological results with histological reports. PATIENTS AND METHODS: From 2004 to 2011, 480 patients (male/female: 285/195; median age 57 years; prevalent skin tumour: melanoma) underwent US-guided fine-needle aspiration biopsy (FNAB) of suspicious recurrent lymph nodes. An expert radiologist first performed US testing of the lymph nodes, expressing either a negative or positive outcome of the test. Subsequently, US-guided FNAB was performed. FNAB positive patients were subjected to lymphadenectomy; the patients who tested negative underwent the follow-up. RESULTS: The size of lymph nodes was ≤ 2 cm in 90% of cases. Out of the 336 (70%) US "positive" patients, 231 (68.8%) were FNAB positives. Out of the 144 (30%) US "negatives", 132 (91.7%) were FNAB negatives. The sensitivity and specificity of the US were 95% and 55.7%, respectively; the negative predictive value was 91.7% and the positive predictive value was 68.8%. Definitive histological results confirmed FNAB positivity in 97.5% of lymphadenectomies. CONCLUSIONS: US is a sensitive method in the evaluation of superficial lymph nodes during the follow-up of patients with skin tumours. High positive predictive value of cytology was confirmed.

10.
J Med Case Rep ; 7: 125, 2013 May 13.
Article in English | MEDLINE | ID: mdl-23668793

ABSTRACT

INTRODUCTION: Congenital diaphragmatic hernia is a major malformation occasionally found in newborns and babies. Congenital diaphragmatic hernia is defined by the presence of an orifice in the diaphragm, more often to the left and posterolateral, that permits the herniation of abdominal contents into the thorax. The aim of this case series is to provide information on the presentation, diagnosis and outcome of three patients with late-presenting congenital diaphragmatic hernias. The diagnosis of congenital diaphragmatic hernia is based on clinical investigation and is confirmed by plain X-ray films and computed tomography scans. CASE PRESENTATIONS: In the present report three cases of asymptomatic abdominal viscera herniation within the thorax are described. The first case concerns herniation of some loops of the large intestine into the left hemi-thorax in a 75-year-old Caucasian Italian woman. The second case concerns a rare type of herniation in the right side of the thorax of the right kidney with a part of the liver parenchyma in a 57-year-old Caucasian Italian woman. The third case concerns herniation of the stomach and bowel into the left side of the chest with compression of the left lung in a 32-year-old Caucasian Italian man. This type of hernia may appear later in life, because of concomitant respiratory or gastrointestinal disease, or it may be an incidental finding in asymptomatic adults, such as in the three cases featured here. CONCLUSIONS: Patients who present with late diaphragmatic hernias complain of a wide variety of symptoms, and diagnosis may be difficult. Additional investigation and research appear necessary to better explain the development and progression of this type of disease.

11.
J Exp Clin Cancer Res ; 32: 73, 2013 Oct 09.
Article in English | MEDLINE | ID: mdl-24422765

ABSTRACT

BACKGROUND: Cutaneous melanoma is a malignant neoplasm with a constantly increasing incidence, the prognosis of which is largely dependent on early diagnosis. The appropriateness of requests for ultrasound (US) tests during melanoma follow-up of patients referred to our institute was evaluated. PATIENTS AND METHODS: The requests for US tests of all patients referred to our institute over a four-month period were assessed. In order to correctly evaluate the appropriateness of requests, patients were split into two groups on the basis of melanoma thickness: > 1 mm (Group A) and < 1 mm (Group B). RESULTS: 546 patients were enrolled in our study out of a total of 1240 US tests performed. Out of 290 Group A patients, 104 patients (35%) did not meet the established congruity criteria. Group B was composed of 256 individuals, 92 patients (35.9%) of which were found to have at least one inappropriate request. CONCLUSION: In our study, more than 30% of the requests for US tests were found to be inappropriate, to the detriment of those with a real need for diagnostic testing. This lengthens waiting lists and it may also increase public healthcare costs. Therefore, it is mandatory to adopt new, widely accepted and easily applicable guidelines.


Subject(s)
Melanoma/diagnostic imaging , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Prognosis , Skin Neoplasms , Ultrasonography , Young Adult , Melanoma, Cutaneous Malignant
12.
J Clin Imaging Sci ; 3: 61, 2013.
Article in English | MEDLINE | ID: mdl-24605256

ABSTRACT

The adrenal gland is a common site of a large spectrum of abnormalities like primary tumors, hemorrhage, metastases, and enlargement of the gland from external hormonal stimulation. Most of these lesions represent nonfunctioning adrenal adenomas and thus warrant a conservative management. Multi-detector computed tomography (CT) and magnetic resonance (MR) imaging are still considered highly specific and complementary techniques for the detection and characterization of adrenal abnormalities. Radiologist can establish a definitive diagnosis for most adrenal masses (i.e., carcinoma, hemorrhage) based on imaging alone. Imaging therefore can differentiate malignant lesions from those benign and avoid unnecessary aggressive management of benign lesions. The article gives an overview of the adrenal lesions and their imaging characteristics seen on CT and MR imaging.

13.
Eur J Radiol ; 81(6): 1246-52, 2012 Jun.
Article in English | MEDLINE | ID: mdl-21458183

ABSTRACT

OBJECTIVE: Different perfusion metrics were investigated to determine the accuracy of Perfusion CT (PCT) in differentiating recurrence of brain metastases from radiation necrosis in patients who previously underwent stereotactic radiation therapy (SRT). PATIENTS AND METHODS: Twenty patients previously treated with SRT underwent PCT examination of the brain. Normalized Cerebral Blood Volume (nCBV) values within the region of interest (ROI) were calculated. Fractional volumes at nCBV values between 1.0 and 2.25, defined as V(1.0)-V(2.25), were derived as alternative metrics and compared to the conventional method based on the mean CBV value within the lesion (nCBV(mean)). The Mann-Whitney test was used to compare the two patient's groups with recurrence and radiation necrosis with respect to the different nCBV metrics. Predictive powers and optimal thresholds for both the nCBV(mean) and the V(1.0)-V(2.25) were evaluated using the Receiver Operating Characteristic Curves. The gold standard was represented either by the histopathological examination or the Magnetic Resonance (MR) imaging follow-up longer than six months. RESULTS AND CONCLUSION: The differences between the patient's group with recurrence and that with radiation necrosis resulted statistically significant for all the metrics, showing the lowest p-value for V(1.75) and V(2). The metrics based on the fractional volumes were found to show higher predictive powers, with the highest value of 0.96 for V(2.0). Quantitative analysis of the CBV map deriving different metrics may potentially improve the diagnostic accuracy of PCT in differentiating brain metastasis recurrence from radiation necrosis.


Subject(s)
Brain Neoplasms/diagnostic imaging , Brain Neoplasms/radiotherapy , Radiation Injuries/diagnostic imaging , Tomography, X-Ray Computed/methods , Adult , Aged , Blood Volume , Brain Neoplasms/secondary , Cerebrovascular Circulation , Contrast Media , Diagnosis, Differential , Female , Humans , Iopamidol , Magnetic Resonance Imaging , Male , Middle Aged , Necrosis , Neoplasm Recurrence, Local/diagnostic imaging , Predictive Value of Tests , Prospective Studies , ROC Curve , Radiographic Image Interpretation, Computer-Assisted , Radiotherapy, Intensity-Modulated , Statistics, Nonparametric
14.
Eur Radiol ; 21(9): 1938-47, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21556911

ABSTRACT

OBJECTIVES: To prospectively investigate the effect of varying the injection flow rates of a saline chaser on vascular and parenchymal contrast enhancement during abdominal MDCT. METHODS: 100 consecutive patients were randomly assigned to four injection protocols. A fixed dose of contrast medium was administered followed by no saline (Protocol A) or 50 mL of saline at 2, 4, or 8 mL/s (Protocols B, C, and D). Peak, time-to-peak, and duration of 90% peak enhancement were determined for aorta, pancreas, and liver. RESULTS: Aortic peak enhancement was significantly higher for Protocol D (369.5 HU) compared with Protocols A and B (332.9 HU and 326.0 HU, respectively; P < 0.05). Pancreatic peak enhancement was significantly higher for Protocols C and D (110.6 HU and 110.9 HU, respectively) compared to Protocol A (92.5 HU; P < 0.05). Aortic and pancreatic time-to-peak enhancement occurred significantly later for Protocol D compared with Protocol A (42.8 s vs. 36.1 s [P < 0.001] and 49.7 s vs. 45.3 s [P = 0.003]). CONCLUSIONS: Injecting a saline chaser at high flow rates yields significantly higher peak aortic and pancreatic enhancement, with a slight longer time-to-peak enhancement.


Subject(s)
Abdominal Cavity/diagnostic imaging , Contrast Media , Radiographic Image Enhancement/methods , Sodium Chloride/pharmacology , Tomography, Spiral Computed/methods , Adult , Aged , Aged, 80 and over , Aorta, Abdominal/diagnostic imaging , Chi-Square Distribution , Female , Humans , Injections, Intravenous , Linear Models , Liver/diagnostic imaging , Male , Middle Aged , Pancreas/diagnostic imaging , Prospective Studies , Reference Values , Sensitivity and Specificity , Young Adult
15.
Radiology ; 256(3): 806-16, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20720069

ABSTRACT

PURPOSE: To prospectively compare gadoxetate disodium-enhanced magnetic resonance (MR) imaging with multiphasic 64-section multidetector computed tomography (CT) in the detection of hepatocellular carcinoma (HCC) in patients with cirrhosis. MATERIALS AND METHODS: Institutional review board approval and informed patient consent were obtained for this prospective study. Fifty-eight patients (39 men, 19 women; mean age, 63 years; age range, 35-84 years) underwent gadoxetate disodium-enhanced MR imaging and multiphasic 64-section multidetector CT. The imaging examinations were performed within 30 days of each other. The two sets of images were qualitatively analyzed in random order by three independent readers in a blinded and retrospective fashion. Using strict diagnostic criteria for HCC, readers classified all detected lesions with use of a four-point confidence scale. The reference standard was a combination of pathologic proof, conclusive imaging findings, and substantial tumor growth at follow-up CT or MR imaging (range of follow-up, 90-370 days). The diagnostic accuracy, sensitivity, and positive predictive value were compared between the two image sets. Interreader variability was assessed. The accuracy of each imaging method was determined by using an adjusted modified chi(2) test. RESULTS: Eighty-seven HCCs (mean size +/- standard deviation, 1.8 cm +/- 1.5; range, 0.3-7.0 cm) were confirmed in 42 of the 58 patients. Regardless of lesion size, the average diagnostic accuracy and sensitivity for all readers were significantly greater with gadoxetate disodium-enhanced MR imaging (average diagnostic accuracy: 0.88, 95% confidence interval [CI]: 0.80, 0.97; average sensitivity: 0.85, 95% CI: 0.74, 0.96) than with multidetector CT (average diagnostic accuracy: 0.74, 95% CI: 0.65, 0.82; average sensitivity: 0.69, 95% CI: 0.59, 0.79) (P < .001 for each). No significant difference in positive predictive value was observed between the two image sets for each reader. Interreader agreement was good to excellent. CONCLUSION: Compared with multiphasic 64-section multidetector CT, gadoxetate disodium-enhanced MR imaging yields significantly higher diagnostic accuracy and sensitivity in the detection of HCC in patients with cirrhosis.


Subject(s)
Carcinoma, Hepatocellular/diagnosis , Liver Cirrhosis/diagnosis , Liver Neoplasms/diagnosis , Magnetic Resonance Imaging/methods , Tomography, X-Ray Computed/methods , Adult , Aged , Aged, 80 and over , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/pathology , Chi-Square Distribution , Contrast Media , Female , Gadolinium DTPA , Humans , Liver Cirrhosis/diagnostic imaging , Liver Cirrhosis/pathology , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/pathology , Male , Middle Aged , Predictive Value of Tests , Prospective Studies , Sensitivity and Specificity
16.
J Exp Clin Cancer Res ; 29: 73, 2010 Jun 17.
Article in English | MEDLINE | ID: mdl-20565737

ABSTRACT

BACKGROUND: To retrospectively compare the diagnostic accuracy of magnetic resonance imaging (MRI) and multidetector-row computed tomography (MDCT) in the assessment of the mandibular invasion by squamous cell carcinoma (SCC) having histopathological exams as standard of reference. MATERIALS AND METHODS: Institutional review board approval with a waiver of informed patient consent was obtained. Of the 147 patients selected from our database who underwent surgical excision of a tumour arising into the oral cavity, thirty-six patients (26 men, 10 women; mean age, 56 years; range, 30-75 years) with hystologically proven SCC who performed both a preoperative MRI and MDCT, composed our final study population.Images were qualitatively analyzed in consensus by two expert radiologist in head and neck imaging. Sensitivity, specificity, accuracy, positive predictive value (PPV) and negative predictive value (NPV) were assessed for both MRI and MDCT.Differences in sensitivity, specificity, positive and negative predictive values were calculated at a statistical significance of p < .05. RESULTS: The sensitivity, the specificity and the accuracy of MRI and MDCT in the detection of the mandibular involvement were respectively 93%, 82%, 86% and 79%, 82%, 81%, while the positive predictive value (PPV) and negative predictive value (NPV) were respectively 76%, 95% and 73%, 86%. There wasn't any statistically significant difference in overall diagnostic accuracy between MRI and MDCT in the evaluation of mandibular tumour invasion (p > .05). CONCLUSION: MRI showed to have a higher sensitivity compare to MDCT in the assessment of mandibular involvement from SCC arising in the oral cavity although none statistically significant differences were noted.


Subject(s)
Carcinoma, Squamous Cell/pathology , Magnetic Resonance Imaging , Mandible/pathology , Mouth Neoplasms/pathology , Tomography, X-Ray Computed , Adult , Aged , Carcinoma, Squamous Cell/surgery , Female , Humans , Male , Mandible/surgery , Middle Aged , Mouth Neoplasms/surgery , Neoplasm Invasiveness , Preoperative Care , Prognosis , Retrospective Studies , Sensitivity and Specificity
17.
Radiology ; 251(1): 85-95, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19332848

ABSTRACT

PURPOSE: To prospectively investigate whether combined interpretation of dynamic and hepatobiliary phase magnetic resonance (MR) images can improve the accuracy of gadobenate dimeglumine-enhanced MR imaging in the detection of hepatocellular carcinoma (HCC) compared with either dynamic MR or multiphasic multidetector computed tomographic (CT) images alone. MATERIALS AND METHODS: Institutional review board approval and informed patient consent were obtained. Fifty-two patients (39 men, 13 women; mean age, 68 years; range, 38-81 years) suspected of having HCC underwent gadobenate dimeglumine-enhanced MR imaging and multiphasic 64-section multidetector CT. Images were qualitatively analyzed independently by three observers in three separate reading sessions. The alternating free-response receiver operating characteristic (AFROC) method was used to analyze the results. Differences in sensitivity and positive predictive values were calculated at a statistical significance of P < .05. RESULTS: A total of 67 HCCs were detected in 36 patients. The mean area under the AFROC curve (A(z)) was significantly higher for either the combined interpretation of dynamic and hepatobiliary phase MR images (A(z) = 0.95) or dynamic MR images alone (0.91) than for CT images (0.77) (P = .01 for both comparisons). The mean sensitivity of combined interpretation of MR images (0.72) was significantly higher than those of dynamic MR images alone (0.63) and multidetector CT images (0.61) (P = .008 and .001, respectively). The mean positive predictive value was not significantly different among the three imaging sets. CONCLUSION: The combined interpretation of dynamic and hepatobiliary phase MR images improves diagnostic accuracy of gadobenate dimeglumine-enhanced MR imaging for the detection of HCC compared with either dynamic MR or multiphasic multidetector CT images alone.


Subject(s)
Carcinoma, Hepatocellular/diagnosis , Liver Cirrhosis/diagnosis , Liver Neoplasms/diagnosis , Magnetic Resonance Imaging/methods , Meglumine/analogs & derivatives , Organometallic Compounds , Tomography, X-Ray Computed/methods , Adult , Aged , Aged, 80 and over , Carcinoma, Hepatocellular/complications , Contrast Media , Female , Humans , Liver Cirrhosis/complications , Liver Neoplasms/complications , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity
18.
AJR Am J Roentgenol ; 192(1): 180-7, 2009 Jan.
Article in English | MEDLINE | ID: mdl-19098199

ABSTRACT

OBJECTIVE: The purpose of our study was to prospectively assess the added value of isotropic coronal reformations of the liver when using 64-MDCT for the detection of hepatocellular carcinoma (HCC). SUBJECTS AND METHODS: Seventy-one consecutive patients (60 men, 11 women; mean age, 65 years) suspected of having HCC underwent 64-MDCT with coronal reformations. A multiphasic CT protocol that included unenhanced, hepatic arterial, portal venous, and equilibrium phases was performed. Three independent, blinded readers interpreted the transverse scan alone, the coronal scan alone, and the combined transverse and coronal scans for the presence of HCC. Sensitivity, positive predictive value, area under the receiver operating characteristic curve (A(z)), and interpretation time were calculated for each reading session. RESULTS: Seventy-six HCC nodules were confirmed in 48 patients using histopathologic analysis or follow-up with long-term CT, MRI, or both (mean follow-up time, 12 months; range, 12-15 months) as the reference standard. Mean sensitivity, positive predictive value, and A(z) value for HCC detection were, respectively, 84% (191/228 readings), 91% (191/210 readings), and 0.85 for the transverse scan alone; 83% (189/228 readings), 93% (189/203 readings), and 0.86 for the coronal scan alone; and 87% (198/228 readings), 93% (198/213 readings), and 0.87 for combined interpretation of transverse and coronal scans. No comparisons were statistically significant. Forty-eight false-positive interpretations were recorded (19 for the transverse, 14 for the coronal, and 15 for the combined interpretation sets). The reading session in which combined transverse and coronal scans were available for interpretation showed significantly superior reader confidence for HCC detection as well as longer interpretation times (p<0.05 for both comparisons). The average reading time for the combined interpretation of transverse and coronal image sets (mean, 12.1+/-0.8 minutes) was significantly longer than for the transverse image set (7.4+/-1.5 minutes) or the coronal image set (7.1+/-1.3 minutes) (p<0.01). CONCLUSION: With 64-MDCT, the addition of isotropic coronal reformations to transverse images significantly improved reader confidence for the detection of HCC, with no statistically significant improvement in sensitivity, positive predictive value, or diagnostic accuracy (as determined by the A(z) value). This improvement comes at the cost of a longer interpretation time.


Subject(s)
Algorithms , Carcinoma, Hepatocellular/complications , Carcinoma, Hepatocellular/diagnostic imaging , Liver Cirrhosis/complications , Liver Cirrhosis/diagnostic imaging , Radiographic Image Enhancement/methods , Radiographic Image Interpretation, Computer-Assisted/methods , Tomography, X-Ray Computed/methods , Aged , Aged, 80 and over , Anisotropy , Female , Humans , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity
19.
J Magn Reson Imaging ; 28(3): 755-8, 2008 Sep.
Article in English | MEDLINE | ID: mdl-18777536

ABSTRACT

We report a case of histologically proven primary leiomyoma of the liver that was evaluated with multiphasic 64-section computed tomography (CT) and gadobenate dimeglumine-enhanced magnetic resonance (MR) imaging. This lesion showed vivid enhancement during the arterial phase with sustained enhancement during the hepatic venous and equilibrium phases. During the liver-specific MR imaging phase (150 minutes after contrast injection), the same lesion demonstrated lack of contrast retention, thus appearing hypointense compared with the background liver. Because of this latter finding, the patient underwent partial resection of the liver. In primary hepatic leiomyoma, the absence of contrast uptake during the liver-specific phase of gadobenate dimeglumine-enhanced MR imaging may be inappropriately interpreted as a sign of malignancy, thus leading to unnecessary, aggressive management of such lesions.


Subject(s)
Gadolinium DTPA , Image Enhancement/methods , Leiomyoma/diagnosis , Liver Neoplasms/diagnosis , Magnetic Resonance Imaging/methods , Contrast Media , Female , Humans , Middle Aged
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