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151 result(s) for "Belli, Andrea"
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Radiomics in hepatic metastasis by colorectal cancer
Background Radiomics is an emerging field and has a keen interest, especially in the oncology field. The process of a radiomics study consists of lesion segmentation, feature extraction, consistency analysis of features, feature selection, and model building. Manual segmentation is one of the most critical parts of radiomics. It can be time-consuming and suffers from variability in tumor delineation, which leads to the reproducibility problem of calculating parameters and assessing spatial tumor heterogeneity, particularly in large or multiple tumors. Radiomic features provides data on tumor phenotype as well as cancer microenvironment. Radiomics derived parameters, when associated with other pertinent data and correlated with outcomes data, can produce accurate robust evidence based clinical decision support systems. The principal challenge is the optimal collection and integration of diverse multimodal data sources in a quantitative manner that delivers unambiguous clinical predictions that accurately and robustly enable outcome prediction as a function of the impending decisions. Methods The search covered the years from January 2010 to January 2021. The inclusion criterion was: clinical study evaluating radiomics of liver colorectal metastases. Exclusion criteria were studies with no sufficient reported data, case report, review or editorial letter. Results We recognized 38 studies that assessed radiomics in mCRC from January 2010 to January 2021. Twenty were on different tpics, 5 corresponded to most criteria; 3 are review, or letter to editors; so 10 articles were included. Conclusions In colorectal liver metastases radiomics should be a valid tool for the characterization of lesions, in the stratification of patients based on the risk of relapse after surgical treatment and in the prediction of response to chemotherapy treatment.
Diffusion weighted imaging and diffusion kurtosis imaging in abdominal oncological setting: why and when
This article provides an overview of diffusion kurtosis (DKI) imaging in abdominal oncology. DKI allows for more data on tissue structures than the conventional diffusion model (DWI). However, DKI requires high quality images at b -values greater than 1000 s/mm 2 and high signal-to-noise ratio (SNR) that traditionally MRI systems are not able to acquire and therefore there are generally amplified anatomical distortions on the images due to less homogeneity of the field. Advances in both hardware and software on modern MRI scanners have currently enabled ultra-high b -value imaging and offered the ability to apply DKI to multiple extracranial sites. Previous studies have evaluated the ability of DKI to characterize and discriminate tumor grade compared to conventional DWI. Additionally, in several studies the DKI sequences used were based on planar echo (EPI) acquisition, which is susceptible to motion, metal and air artefacts and prone to low SNRs and distortions, leading to low quality images for some small lesions, which may affect the accuracy of the results. Another problem is the optimal b -value of DKI, which remains to be explored and not yet standardized, as well as the manual selection of the ROI, which could affect the accuracy of some parameters.
Diagnostic evaluation and ablation treatments assessment in hepatocellular carcinoma
This article provides an overview of diagnostic evaluation and ablation treatment assessment in Hepatocellular Carcinoma (HCC). Only studies, in the English language from January 2010 to January 202, evaluating the diagnostic tools and assessment of ablative therapies in HCC patients were included. We found 173 clinical studies that satisfied the inclusion criteria. HCC may be noninvasively diagnosed by imaging findings. Multiphase contrast-enhanced imaging is necessary to assess HCC. Intravenous extracellular contrast agents are used for CT, while the agents used for MRI may be extracellular or hepatobiliary. Both gadoxetate disodium and gadobenate dimeglumine may be used in hepatobiliary phase imaging. For treatment-naive patients undergoing CT, unenhanced imaging is optional; however, it is required in the post treatment setting for CT and all MRI studies. Late arterial phase is strongly preferred over early arterial phase. The choice of modality (CT, US/CEUS or MRI) and MRI contrast agent (extracelllar or hepatobiliary) depends on patient, institutional, and regional factors. MRI allows to link morfological and functional data in the HCC evaluation. Also, Radiomics is an emerging field in the assessment of HCC patients. Postablation imaging is necessary to assess the treatment results, to monitor evolution of the ablated tissue over time, and to evaluate for complications. Post- thermal treatments, imaging should be performed at regularly scheduled intervals to assess treatment response and to evaluate for new lesions and potential complications.
Risk Assessment and Pancreatic Cancer: Diagnostic Management and Artificial Intelligence
Pancreatic cancer (PC) is one of the deadliest cancers, and it is responsible for a number of deaths almost equal to its incidence. The high mortality rate is correlated with several explanations; the main one is the late disease stage at which the majority of patients are diagnosed. Since surgical resection has been recognised as the only curative treatment, a PC diagnosis at the initial stage is believed the main tool to improve survival. Therefore, patient stratification according to familial and genetic risk and the creation of screening protocol by using minimally invasive diagnostic tools would be appropriate. Pancreatic cystic neoplasms (PCNs) are subsets of lesions which deserve special management to avoid overtreatment. The current PC screening programs are based on the annual employment of magnetic resonance imaging with cholangiopancreatography sequences (MR/MRCP) and/or endoscopic ultrasonography (EUS). For patients unfit for MRI, computed tomography (CT) could be proposed, although CT results in lower detection rates, compared to MRI, for small lesions. The actual major limit is the incapacity to detect and characterize the pancreatic intraepithelial neoplasia (PanIN) by EUS and MR/MRCP. The possibility of utilizing artificial intelligence models to evaluate higher-risk patients could favour the diagnosis of these entities, although more data are needed to support the real utility of these applications in the field of screening. For these motives, it would be appropriate to realize screening programs in research settings.
Laparoscopic redo surgery for recurrent hepatocellular carcinoma in cirrhotic patients: feasibility, safety, and results
Background Recurrence of cancer and the need for several surgical treatments are the Achilles’ heel of the treatment for hepatocellular carcinoma (HCC) in cases of cirrhosis. The difficulty of reintervention is increased by the formation of adhesions after the previous hepatectomy that can make a new surgical procedure more difficult and less safe. With a minimally invasive approach, the formation of postoperative adhesions seems to be minimized, and the adhesiolysis procedure seems to be faster and safer in terms of blood loss and risk of visceral injuries. Methods This report describes a series of 15 patients submitted to a laparoscopic reintervention (hepatic resection or radiofrequency ablation) for a recurrence of HCC after a previous open (group 1) or laparoscopic (group 2) procedure for a primary tumor. It aims to explain the feasibility, safety, and results of repeated laparoscopic liver surgery. Results The rates for overall postoperative mortality and morbidity were respectively 0% and 26.6% (4/15). No patients had a severe postoperative complication. Only one patient in group 2 presented with moderate ascites postoperatively, whereas two patients in group 1 reported atelectasis requiring physiotherapy and one experienced pneumonia, which was treated with antibiotics. In this series, the findings indicated that patients submitted first to an open hepatic resection (group 1) experience more intraabdominal adhesions. Moreover, in group 1, hypervascularized adhesions typical of cirrhotic patients were several and thicker, with a major potential risk of bleeding and bowel injuries at the time of reintervention. Although for group 2 the length of the intervention was shorter, for group 1, the operating times and safety in terms of bowel injuries were acceptable, demonstrating the feasibility of iterative laparoscopic surgery also for cirrhotic patients previously treated by the open surgical approach. The operative time for the second surgical procedure was shorter and the adhesiolysis easier for the patients previously treated with the laparoscopic approach (group 2). This underscores the advantages of the minimally invasive approach for managing the long oncologic history of cirrhotic patients. Conclusion Laparoscopic redo surgery for recurrent HCC in cirrhotic patients is a safe and feasible procedure with good short-term outcomes, but further prospective studies are needed to support these results.
Major and ancillary features according to LI-RADS in the assessment of combined hepatocellular-cholangiocarcinoma
Background The aim of the study was to investigate the performance of the Liver Imaging Reporting and Data System (LI-RADS) v2018 for combined hepatocellular-cholangiocarcinoma (cHCC-CCA) identifying the features that allow an accurate characterization. Patients and methods Sixty-two patients (median age, 63 years; range, 38-80 years), with pre-surgical biopsy diagnosis of hepatocellular carcinoma (HCC) that underwent hepatic resection, comprised our retrospective study. All patients were subject to multidetector computed tomography (MDCT); 23 patients underwent to magnetic resonance (MR) study. The radiologist reported the presence of the HCC by using LIRADS v2018 assessing major and ancillary features. Results Final histological diagnosis was HCC for 51 patients and cHCC-CCA for 11 patients. The median nodule size was 46.0 mm (range 10-190 mm). For cHCC-CCA the median size was 33.5 mm (range 20-80 mm), for true HCC the median size was 47.5 mm (range 10-190 mm). According to LIRADS categories: 54 (87.1%) nodules as defined as LR-5, 1 (1.6%) as LR-3, and 7 (11.3%) as LR-M. Thirty-nine nodules (63%) showed hyper-enhancement in arterial phase; among them 4 were cHCC-CCA (36.4% of cHCC-CCA) and 35 (68.6%) true HCC. Forty-three nodules (69.3%) showed washout appearance; 6 cHCC-CCAs (54.5% of cHCC-CCA) and 37 true HCC (72.5%) had this feature. Only two cHCC-CCA patients (18.2% of cHCC-CCA) showed capsule appearance. Five cHCC-CCA (71.4% of cHCC-CCA) showed hyperintensity on T2-W sequences while two (28.6%) showed inhomogeneous signal in T2-W. All cHCC-CCA showed restricted diffusion. Seven cHCC-CCA patients showed a progressive contrast enhancement and satellite nodules. Conclusions The presence of satellite nodules, hyperintense signal on T2-W, restricted diffusion, the absence of capsule appearance in nodule that shows peripheral and progressive contrast enhancement are suggestive features of cHCC-CCA.
An update on radiomics techniques in primary liver cancers
Background Radiomics is a progressing field of research that deals with the extraction of quantitative metrics from medical images. Radiomic features detention indirectly tissue features such as heterogeneity and shape and can, alone or in combination with demographic, histological, genomic, or proteomic data, be used for decision support system in clinical setting. Methods This article is a narrative review on Radiomics in Primary Liver Cancers. Particularly, limitations and future perspectives are discussed. Results In oncology, assessment of tissue heterogeneity is of particular interest: genomic analysis have demonstrated that the degree of tumour heterogeneity is a prognostic determinant of survival and an obstacle to cancer control. Therefore, that Radiomics could support cancer detection, diagnosis, evaluation of prognosis and response to treatment, so as could supervise disease status in hepatocellular carcinoma (HCC) and Intrahepatic Cholangiocarcinoma (ICC) patients. Radiomic analysis is a convenient radiological image analysis technique used to support clinical decisions as it is able to provide prognostic and / or predictive biomarkers that allow a fast, objective and repeatable tool for disease monitoring. Conclusions Although several studies have shown that this analysis is very promising, there is little standardization and generalization of the results, which limits the translation of this method into the clinical context. The limitations are mainly related to the evaluation of data quality, repeatability, reproducibility, overfitting of the model. Trial registration : Not applicable.
Characterization of KRAS Mutational Regression in Oligometastatic Patients
We previously reported rare regressive genetic trajectories of pathogenic mutations as a specific hallmark of the genuine oligometastatic status in colorectal cancer (CRC). Survival and prognostic impact of disease extent in 140 metastatic CRC patients were evaluated through the Kaplan-Meyer curves and the Log-Rank test. mutations were assessed through the Illumina NovaSeq 6000 platform and TruSight™ Oncology 500 kit. HLA typing was carried out by PCR with sequence-specific oligonucleotides. Lymphocyte densities in tumors were expressed as cells per square millimeter. NKs isolated and CD8 from NK-depleted PBMCs were characterized through flow cytometry. CD107a externalization was evaluated as NKs/CD8 cytotoxicity toward human colon cancer cells HT29, SW620, HCT116, and LS174T carrying different mutations. The oligometastatic status was a strong and independent variable for survival (HR: 0.08 vs. polymetastatic disease; 95% CI: 0.02-0.26;  < 0.001). Eighteen oligometastatic patients were selected. Twelve were alive at the last follow-up, and 9 were characterized. Genetic regression of was observed in 3 patients: patient (PAT)2, PAT5, and PAT8. PAT2 and PAT5 presented the highest levels of GrzB lymphocytes in the tumor cores of the metastases (120 ± 11.2 and 132 ± 12.2 cells/mm , respectively). Six out of 9 patients (67%), including PAT2 and PAT5, expressed HLA-C7. Twopatients (PAT2 and PAT5) presented high CD3 /CD8 -dependent cytotoxicity against HLA-C7+ SW620 cells (p.G12V-mutated cells), which was consistent with their observed mutational regression (p.G12V/p.G13D in primary→p.G13D in metastatic tumor). We provide evidence that CD3 /CD8 lymphocytes from oligometastatic CRC patients display differential cytotoxicity against human colon cancer cells carrying mutations. This could provide an interesting basis for monitoring oligometastatic disease and developing future adoptive immunotherapies.
Laparoscopic left hepatectomy for mucinous cystic neoplasm of the liver
BackgroundAmong liver cystic lesions, mucinous cystic neoplasm of the liver (MCN-L) constitutes a challenging issue in terms of management: preoperative diagnosis is often unachievable and this may mislead to inappropriate treatment [1–3]. We present the case of an otherwise healthy 29-year-old female who underwent laparotomic cyst unroofing in segment 4 and cholecystectomy in another institution. Post-operative course was complicated by biliary leakage that was endoscopically treated. Short term follow-up showed early recurrence with a volumetric enlargement of the cyst occupying most of the left hepatic lobe and new satellite cyst in Sg5. The doubt of MCN-L arose, and the patient was scheduled for laparoscopic removal at our Centre, despite the previous laparotomic procedure.MethodsAn optic port was placed into right upper abdominal quadrant and 3 further ports were placed. A long and difficult adhesiolysis was performed and Pringle’s manoeuver was settled. Intraoperative US confirmed the anatomic limits of the cysts in Sg5 and in the left hepatic lobe. The cyst on Sg5 was resected first and frozen section was suspicious for MCN-L. In order to prevent recurrence, left laparoscopic hepatectomy was performed. The specimen was extracted through the previous midline laparotomy.ResultsPost-operative course was uneventful and the patient was discharged on POD 5. Pathology and immunochemistry confirmed the diagnosis of MCN-L.ConclusionHepatic cystic lesions may be insidious and preoperative biopsy is not always possible due to lack of solid tissue. In unclear settings, an intraoperative frozen section is mandatory to guide intraoperative decisions. In the suspicion of malignancy, resection with oncologic criteria must be chosen as the most appropriate treatment, as well as the retrieving of MCN-L requires hepatic resection to avoid early recurrence [4, 5]. Despite of previous laparotomy, we consider a laparoscopic approach could be attempted in selected cases, in institution with particular expertise in laparoscopic liver surgery.