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1.
J Formos Med Assoc ; 123(3): 318-324, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38044205

ABSTRACT

BACKGROUND/PURPOSE: Hepatocellular carcinoma (HCC) can be noninvasively diagnosed through dynamic computed tomography (CT) and magnetic resonance imaging (MRI). We compared the diagnostic performance of CT and gadoxetic acid-enhanced MRI (EOB-MRI) in categorizing tumors by using the 2018 version of the Liver Imaging Reporting And Data System (LI-RADS v2018) and assessing liver tumors before resection. METHODS: Data from a prospective cohort from October 2011 to March 2019 on 106 hepatic tumors in 96 patients with suspected malignancy were included in this study. We performed preoperative CT and EOB-MRI, and reviewed these images retrospectively. Ninety-seven tumors from 87 patients were pathologically diagnosed as HCC, and nine tumors were non-HCC. The clinical data, imaging characteristics, diagnostic performance, and outcomes of CT and EOB-MRI were analyzed and compared. RESULTS: EOB-MRI had more favorable diagnostic performance (area under curve: 0.920 vs. 0.868) and significantly higher sensitivity (86.87% vs. 69.70%, p = 0.005) than did CT. However, the specificity of EOB-MRI did not differ from that of CT (88.89% vs. 88.89%, p > 0.999). Fourteen (14.5%) patients with pathologically verified HCC had lesions categorized as LI-RADS 4 through CT and as LI-RADS 5 through EOB-MRI. Patients with EOB-MRI-categorized but not CT-categorized LI-RADS 5 lesions had significantly longer overall survival than did those with LI-RADS 4 lesions (p < 0.001). CONCLUSION: EOB-MRI had higher sensitivity than did CT in diagnosing HCC. Patients with EOB-MRI-categorized LI-RADS 5 lesions had more favorable outcomes than did those with LI-RADS 4 lesions after liver resection.


Subject(s)
Carcinoma, Hepatocellular , Gadolinium DTPA , Liver Neoplasms , Humans , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/surgery , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/surgery , Retrospective Studies , Prospective Studies , Contrast Media , Magnetic Resonance Imaging/methods , Tomography, X-Ray Computed/methods , Sensitivity and Specificity
2.
J Formos Med Assoc ; 2024 Mar 02.
Article in English | MEDLINE | ID: mdl-38433034

ABSTRACT

BACKGROUND/PURPOSE: Laparoscopic sleeve gastrectomy (LSG) is an effective treatment for patients with morbid obesity, but the optimal gastric volume (GV) for resection remains unclear. Accordingly, we aimed to determine the optimal percentage of excised stomach that could engender significant weight loss and improve fatty liver. METHODS: This prospective study included 63 patients. Computed tomography (CT) scans were performed before and 1 year after LSG to evaluate the gastric lumen (GL) and GV. Specifically, the stomach was distended with effervescent powder, following water-contrast mixture (20:1) and assessed by three-dimensional reconstruction. The correlations of reduced gastric lumen/volume (RGL/RGV) with total body weight (BW) loss and liver-spleen density ratio (LSDR) changes were analyzed, and optimal RGL/RGV associated with significant BW and fatty liver changes were determined. RESULTS: We noted a positive correlation between the percentage of RGV/RGL (%RGV/%RGL) and percentage of total weight loss (%TWL; r = 0.359, p = 0.004 and r = 0.271, p = 0.032). Furthermore, a %RGL value of >78.2% and %RGV value of >75.3% were associated with more significant BW loss than did limited excision (both p < 0.01). On the other hand, LSDR values increased significantly after LSG, corresponding to the improvement of fatty liver disease at %RGL and %RGV values of >59.1% and >56.4% (both p < 0.01), respectively. CONCLUSION: %RGV and %RGL were determined to be factors affecting LSG outcomes. LSG engendered significantly more BW loss when %RGV was >75.3% and resulted in fatty liver disease improvement when %RGV was >56.4%.

3.
J Formos Med Assoc ; 2024 Apr 19.
Article in English | MEDLINE | ID: mdl-38643056

ABSTRACT

BACKGROUND: Preoperative imaging evaluation of liver volume and hepatic steatosis for the donor affects transplantation outcomes. However, computed tomography (CT) for liver volumetry and magnetic resonance spectroscopy (MRS) for hepatic steatosis are time consuming. Therefore, we investigated the correlation of automated 3D-multi-echo-Dixon sequence magnetic resonance imaging (ME-Dixon MRI) and its derived proton density fat fraction (MRI-PDFF) with CT liver volumetry and MRS hepatic steatosis measurements in living liver donors. METHODS: This retrospective cross-sectional study was conducted from December 2017 to November 2022. We enrolled donors who received a dynamic CT scan and an MRI exam within 2 days. First, the CT volumetry was processed semiautomatically using commercial software, and ME-Dixon MRI volumetry was automatically measured using an embedded sequence. Next, the signal intensity of MRI-PDFF volumetric data was correlated with MRS as the gold standard. RESULTS: We included the 165 living donors. The total liver volume of ME-Dixon MRI was significantly correlated with CT (r = 0.913, p < 0.001). The fat percentage measured using MRI-PDFF revealed a strong correlation between automatic segmental volume and MRS (r = 0.705, p < 0.001). Furthermore, the hepatic steatosis group (MRS ≥5%) had a strong correlation than the non-hepatic steatosis group (MRS <5%) in both volumetric (r = 0.906 vs. r = 0.887) and fat fraction analysis (r = 0.779 vs. r = 0.338). CONCLUSION: Automated ME-Dixon MRI liver volumetry and MRI-PDFF were strongly correlated with CT liver volumetry and MRS hepatic steatosis measurements, especially in donors with hepatic steatosis.

4.
J Formos Med Assoc ; 122(8): 747-756, 2023 Aug.
Article in English | MEDLINE | ID: mdl-36868900

ABSTRACT

BACKGROUND: Sarcopenia is a common finding in patients with decompensated cirrhosis without effective therapy. We aimed to examine whether a transjugular portosystemic shunt (TIPS) could improve the abdominal muscle mass assessed by cross-sectional images in patients with decompensated cirrhosis and to investigate the association of imaging-defined sarcopenia with the prognosis of such patients. METHODS: In this retrospective observational study, we enrolled 25 Decompensated cirrhosis patients aged >20 who received TIPS for the control of variceal bleeding or refractory ascites between April 2008 and April 2021. All of them underwent preoperative computed tomography or magnetic resonance imaging, which was used to determine psoas muscle (PM) and paraspinal muscle (PS) indices at the third lumbar vertebra. First, we compared baseline muscle mass with muscle mass at 6 and 12 months after TIPS placement and analyzed PM- and PS-defined sarcopenia to predict mortality. RESULTS: Among 25 patients, 20 (80.0%) and 12 (48.0%) had PM- and PS-defined sarcopenia, respectively, at baseline. In total, 16 and 8 patients were followed up for 6 and 12 months, respectively. All imaging-based muscle measurements performed 12 months after TIPS placement were significantly greater than the baseline measurements (all p < 0.05). Unlike patients with PS-defined sarcopenia (p = 0.529), patients with PM-defined sarcopenia had poorer survival than did patients without (p = 0.036). CONCLUSION: PM mass in patients with decompensated cirrhosis may increase by 6 or 12 months after TIPS placement and imply a better prognosis. Patients with preoperative PM-defined sarcopenia may suggest poorer survival.


Subject(s)
Esophageal and Gastric Varices , Portasystemic Shunt, Transjugular Intrahepatic , Sarcopenia , Humans , Portasystemic Shunt, Transjugular Intrahepatic/methods , Risk Factors , Liver Cirrhosis/complications , Liver Cirrhosis/surgery , Sarcopenia/complications , Sarcopenia/diagnostic imaging , Gastrointestinal Hemorrhage , Abdominal Muscles/diagnostic imaging , Abdominal Muscles/surgery , Retrospective Studies , Treatment Outcome
5.
J Formos Med Assoc ; 121(9): 1680-1688, 2022 Sep.
Article in English | MEDLINE | ID: mdl-34903432

ABSTRACT

BACKGROUND/PURPOSE: Bleeding is the most dreaded complication after percutaneous transhepatic biliary drainage (PTBD). Clarifying the risk factors of bleeding can reduce the morbidity and mortality rates of PTBD. However, the procedure-related risk factors for bleeding after PTBD are still controversial. Therefore, this systematic review and meta-analysis were performed to identify procedure-related risk factors of bleeding after PTBD. METHODS: PubMed, Cochrane database, and Google Scholar were searched for published studies until 1st May 2021. Inclusion criteria were: studies associated with bleeding complications after PTBD and with sufficient data to compare different procedure-related factors for bleeding. Sources of bias were assessed using the Newcastle-Ottawa Scale and Cochrane risk-of-bias tool for randomised trials. Probable procedure-related risk factors were evaluated and outcomes were expressed in the case of dichotomous variables, as an odds ratio (OR) (with a 95% confidence interval, (CI)). RESULTS: Eleven studies were included in the meta-analysis. There was no significant difference in bleeding rates with respect to the side of PTBD (left/right, OR = 1.10, 95% CI: 0.68-1.76), the insertion level of bile duct (central/peripheral, OR = 1.39, 95% CI: 0.82-2.35), and the usage of ultrasound guidance (OR: 1.25, 95% CI: 0.60-2.60). A subgroup analysis revealed a left-sided approach that resulted in more hepatic arterial injuries than the right-sided approach (left/right, OR = 1.93, 95% CI: 1.32-2.83). CONCLUSION: Left-sided approach is a risk factor for hepatic arterial injuries after PTBD.


Subject(s)
Drainage , Hepatic Artery , Humans , Liver , Retrospective Studies , Risk Factors , Ultrasonography
6.
J Formos Med Assoc ; 121(2): 500-509, 2022 Feb.
Article in English | MEDLINE | ID: mdl-34274192

ABSTRACT

BACKGROUND/PURPOSE: We evaluated whether the results of the computed tomography (CT)-based sarcopenia assessment were correlated with edema-free lean soft tissue (LST) and were associated with the prognosis of patients receiving peritoneal dialysis (PD). METHODS: We conducted a prospective cohort study and enrolled patients aged >20 years who started to undergo PD between February 2009 and February 2012. All patients underwent LST evaluation and non-contrast abdominal CT for assessing the total skeletal muscle (TSM) and psoas muscle (PM) indices at the level of the third lumbar vertebra. We analyzed the correlation between LST and CT assessment of muscle mass. Then we determined optimal sex-specific cutoff values for TSM-defined and PM-defined sarcopenia to predict mortality, aided by the maximally selected rank statistics. RESULTS: A total of 158 patients were enrolled, of whom 41 (25.9%) and 65 (41.1%) had sarcopenia based on the TSM and PM indices, respectively. LST was significantly strong correlated with TSM and PM indices (r = 0.517, p < 0.001 and r = 0.688, p < 0.001, respectively). In univariate and multivariate analyses after adjusting clinical and PD-related parameters, only patients with PM-defined sarcopenia had poorer survival than did those without (hazard ratio [HR]: 2.386, 95% confidence interval [CI]: 1.315-4.330), but patients with TSM-defined sarcopenia did not show a poorer survival (HR: 1.608, 95% CI: 0.860-3.006). CONCLUSION: Sarcopenia assessment based on CT was strongly correlated with LST and PM-defined sarcopenia indicated poor prognosis in patients receiving long-term PD.


Subject(s)
Peritoneal Dialysis , Sarcopenia , Female , Humans , Male , Muscle, Skeletal/diagnostic imaging , Muscle, Skeletal/pathology , Peritoneal Dialysis/adverse effects , Prognosis , Prospective Studies , Retrospective Studies , Sarcopenia/diagnostic imaging , Tomography, X-Ray Computed
7.
J Formos Med Assoc ; 121(8): 1550-1559, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35033411

ABSTRACT

BACKGROUND/PURPOSE: Gadoxetate disodium-enhanced magnetic resonance imaging (EOB-MRI) has a higher diagnostic accuracy for hepatocellular carcinoma (HCC) than computed tomography (CT). However, indications for performing EOB-MRI after dynamic CT are not well defined. Therefore, we investigated the clinical factors associated with changes in the preoperative tumor stage between dynamic CT and EOB-MRI. METHODS: A prospective cohort was conducted from January 2014 to December 2017. 156 adult patients with clinical suspicion of HCC before liver resection were enrolled and we retrospectively reviewed the images. The tumor staging was evaluated by dynamic CT and then EOB-MRI subsequently according to the TNM staging system. The changes in tumor stage between two modalities were identified, and the associated clinical factors were analyzed. RESULTS: A total of 99 patients were analyzed after excluding 57 patients. 20 patients (20.2%) had changes in tumor stage between dynamic CT and EOB-MRI. The change occurred only in early stage (T1 and T2 lesions) based on dynamic CT initially. Furthermore, in univariate and multivariate analyses, albumin-bilirubin (ALBI) grade 2 and log alpha-fetoprotein (AFP) levels were associated with changes in tumor staging by EOB-MRI than those without (50% vs. 9.9%, p < 0.001 and 2.04 ± 1.35 vs. 1.40 ± 1.16, p = 0.038, respectively). Patients with changes in tumor stage also exhibited higher 1-year recurrence rate and shorter recurrence-free survival. CONCLUSION: Changes in preoperative tumor stage between dynamic CT and EOB-MRI were associated with CT-defined early stage, ALBI grades, higher log AFP levels, and early recurrence.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Adult , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/surgery , Contrast Media , Gadolinium DTPA , Humans , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/surgery , Magnetic Resonance Imaging/methods , Prospective Studies , Retrospective Studies , Tomography, X-Ray Computed/methods , alpha-Fetoproteins
8.
J Gastroenterol Hepatol ; 36(3): 569-580, 2021 Mar.
Article in English | MEDLINE | ID: mdl-33709606

ABSTRACT

The advancement of investigation tools and electronic health records (EHR) enables a paradigm shift from guideline-specific therapy toward patient-specific precision medicine. The multiparametric and large detailed information necessitates novel analyses to explore the insight of diseases and to aid the diagnosis, monitoring, and outcome prediction. Artificial intelligence (AI), machine learning, and deep learning (DL) provide various models of supervised, or unsupervised algorithms, and sophisticated neural networks to generate predictive models more precisely than conventional ones. The data, application tasks, and algorithms are three key components in AI. Various data formats are available in daily clinical practice of hepatology, including radiological imaging, EHR, liver pathology, data from wearable devices, and multi-omics measurements. The images of abdominal ultrasonography, computed tomography, and magnetic resonance imaging can be used to predict liver fibrosis, cirrhosis, non-alcoholic fatty liver disease (NAFLD), and differentiation of benign tumors from hepatocellular carcinoma (HCC). Using EHR, the AI algorithms help predict the diagnosis and outcomes of liver cirrhosis, HCC, NAFLD, portal hypertension, varices, liver transplantation, and acute liver failure. AI helps to predict severity and patterns of fibrosis, steatosis, activity of NAFLD, and survival of HCC by using pathological data. Despite of these high potentials of AI application, data preparation, collection, quality, labeling, and sampling biases of data are major concerns. The selection, evaluation, and validation of algorithms, as well as real-world application of these AI models, are also challenging. Nevertheless, AI opens the new era of precision medicine in hepatology, which will change our future practice.


Subject(s)
Artificial Intelligence , Gastroenterology/methods , Gastroenterology/trends , Liver Diseases/diagnosis , Liver Diseases/therapy , Precision Medicine/methods , Diagnostic Imaging/methods , Electronic Health Records , Humans , Liver/diagnostic imaging , Liver/pathology , Neural Networks, Computer
9.
J Formos Med Assoc ; 120(1 Pt 2): 559-566, 2021 Jan.
Article in English | MEDLINE | ID: mdl-32651043

ABSTRACT

PURPOSE: We investigated whether low skeletal muscle mass (LSMM) defined according to different muscle groups on computed tomography (CT) scans are predictive factors of survival for advanced hepatocellular carcinoma (HCC). METHODS: In this retrospective study, we analyzed patients who received sorafenib therapy for advanced HCC in a prospective patient cohort between 2007 and 2012. The total skeletal muscle (TSM), paraspinal muscle (PS), psoas muscle (PM), rectus abdominis (RA), and abdominal wall (AW) muscle areas were evaluated using a single CT slice at the third lumbar vertebra before treatment. LSMM was determined according to the TSM, PS, PM, RA and AW indices, which was calculated as the parameters divided by the square of the body height. RESULTS: We enrolled 137 patients. Women had significantly lower TSM index than men did (p < .001). Among men, the optimal cut points of the TSM, PM and RA indices for LSMM diagnosis were 39.1, 8.3 and 2.9 cm2/m2, respectively. Patients with LSMM defined by TSM (median 5.1 vs. 8.0 months, p = .007), PM (5.8 vs. 11.8 months, p < .001), and RA (7.2 vs. 8.1 months, p = .003) indices exhibited poorer overall survival than patients without LSMM. After adjusting for clinical variables, TSM (hazard ratio [HR]: 2.122, 95% confidence interval [CI]: 1.134-3.971) and PM (HR: 1.730, 95% CI: 1.058-2.828) indices-defined LSMM remained independent predictors for poor OS, but RA index-defined LSMM did not. CONCLUSION: LSMM defined by TSM and PM indices are independent predictors of poor prognosis for advanced HCC.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/pathology , Female , Humans , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/pathology , Male , Muscle, Skeletal , Prognosis , Prospective Studies , Rectus Abdominis/diagnostic imaging , Retrospective Studies , Sarcopenia
10.
Surg Endosc ; 34(12): 5566-5573, 2020 12.
Article in English | MEDLINE | ID: mdl-31993821

ABSTRACT

BACKGROUND: There is currently no consensus regarding the relative applicability of minimally invasive treatment, including radiofrequency ablation (RFA) and minimally invasive surgery (MIS) in patients with a single small peripheral hepatocellular carcinoma (HCC) and compensated cirrhosis. This study investigated the clinical outcomes of MIS and RFA for single subcapsular HCC ≤ 2 cm in patients with compensated cirrhosis. METHODS: In this retrospective study, we enrolled 75 patients who had a single subcapsular HCC ≤ 2 cm along with Child-Pugh class A cirrhosis and a preoperative platelet count ≥ 100 k/µl. These patients underwent RFA (n = 39) or MIS (n = 36) between 2010 and 2016. Clinical outcomes including disease-free survival (DFS), survival without recurrence beyond the Milan criteria (RBM), and overall survival (OS) were compared. RESULTS: The 7-year DFS rates in the MIS and RFA groups were 86.1% and 35.9% (p < 0.001), respectively, the 7-year RBM rates were 88.9% and 66.7% (p = 0.014), respectively, and the 7-year OS rates were 97.2% and 82.1% (p = 0.008), respectively. RFA was associated with more ipsilateral lobe recurrence (20% vs. 83.4%, p = 0.004), and 40% were in direct contact with the ablation penumbra. A Cox proportional hazard analysis identified RFA as an independent predictor of mortality (adjusted hazard ratio, 9.625, p = 0.038). No major complications occurred in either group. RFA patients had a shorter hospital stay (median of 2 vs. 6 days, p < 0.001) and operation time (median of 23.5 vs. 216 min, p = 0.001). CONCLUSIONS: MIS was associated with a better 7-year OS, RBM, and DFS among patients with single subcapsular HCC ≤ 2 cm, Child-Pugh A liver function, and no clinically significant portal hypertension when compared to those who underwent percutaneous RFA.


Subject(s)
Carcinoma, Hepatocellular/complications , Carcinoma, Hepatocellular/surgery , Catheter Ablation , Liver Cirrhosis/complications , Liver Cirrhosis/surgery , Liver Neoplasms/complications , Liver Neoplasms/surgery , Minimally Invasive Surgical Procedures , Radiofrequency Ablation , Aged , Disease-Free Survival , Female , Hepatectomy , Humans , Length of Stay , Male , Middle Aged , Multivariate Analysis , Neoplasm Recurrence, Local/surgery , Proportional Hazards Models , Retrospective Studies , Treatment Outcome
11.
Scand J Gastroenterol ; 54(4): 506-512, 2019 Apr.
Article in English | MEDLINE | ID: mdl-30978145

ABSTRACT

Objectives: The clinical impact of endoscopic ultrasonography-guided fine-needle aspiration (EUS-FNA) in managing pancreatic cystic neoplasms (PCNs) remains controversial. The aim of this study was to identify which patients with PCNs would benefit from EUS-FNA. Methods: A retrospective study was performed on patients with PCNs who underwent EUS-FNA between January 2009 and June 2018. A discordant or a consistent diagnosis after EUS-FNA was analyzed and was correlated with the clinical demographic data and cystic features. Predictors of the change in the diagnosis after EUS-FNA were analyzed. Results: One hundred eighty-eight cases of PCNs were analyzed. EUS-FNA changed the diagnosis in 45.7% of all patients with PCNs and 54.5% patients with presumed branch ductal type intraductal papillary mucinous neoplasm (BD-IPMN) and impacted the recommendation in 35.6% of patients with PCNs and 50.5% patients with BD-IPMN. Patients with a discordant diagnosis after EUS-FNA were younger in age (54.8 ± 12.6 vs. 61.2 ± 14.2; p=.037) and had a cyst size larger than 3 cm than patients with a consistent diagnosis after EUS-FNA. The only worrisome feature (WF) that differed between patients with a discordant and a consistent diagnosis after EUS-FNA was the main pancreatic duct (MPD) between 5 and 9 mm (p=.013). In multivariate analysis, a cyst size >3 cm and age were independent predictors of diagnostic changes after EUS-FNA (OR: 5.33, 95% CI: 1.79-15.88, p = .003; OR: 0.96, 95% CI: 0.93-0.99, p = .031). Conclusions: EUS-FNA made a significant change in the management of nearly half of the patients with PCNs, especially in younger patients and in patients with a cyst size larger than 3 cm.


Subject(s)
Age Factors , Endoscopic Ultrasound-Guided Fine Needle Aspiration , Pancreatic Cyst/diagnosis , Pancreatic Neoplasms/diagnosis , Adult , Aged , Endosonography , Female , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , Pancreatic Cyst/pathology , Pancreatic Neoplasms/pathology , Pancreatic Pseudocyst/diagnosis , Pancreatic Pseudocyst/pathology , Retrospective Studies , Taiwan
12.
Eur J Nucl Med Mol Imaging ; 45(7): 1205-1217, 2018 07.
Article in English | MEDLINE | ID: mdl-29476229

ABSTRACT

PURPOSE: To correlate the overall survival (OS) with the imaging biomarkers of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI), diffusion-weighted imaging (DWI), magnetic resonance spectroscopy, and glucose metabolic activity derived from integrated fluorine 18 fluorodeoxyglucose positron emission tomography (18F-FDG PET)/MRI in patients with pancreatic cancer. METHODS: This prospective study was approved by the institutional review board and informed consent was obtained from all participants. Sixty-three consecutive patients (mean age, 62.7 ± 12 y; men/women, 40/23) with pancreatic cancer underwent PET/MRI before treatment. The imaging biomarkers were comprised of DCE-MRI parameters (peak, IAUC 60 , K trans , k ep , v e ), the minimum apparent diffusion coefficient (ADCmin), choline level, standardized uptake values, metabolic tumor volume, and total lesion glycolysis (TLG) of the tumors. The relationships between these imaging biomarkers with OS were evaluated with the Kaplan-Meier and Cox proportional hazard models. RESULTS: Seventeen (27%) patients received curative surgery, with the median follow-up duration being 638 days. Univariate analysis showed that patients at a low TNM stage (≦3, P = 0.041), high peak (P = 0.006), high ADCmin (P = 0.002) and low TLG (P = 0.01) had better OS. Moreover, high TLG/peak ratio was associated with poor OS (P = 0.016). Multivariate analysis indicated that ADCmin (P = 0.011) and TLG/peak ratio (P = 0.006) were independent predictors of OS after adjustment for age, gender, tumor size, and TNM stage. The TLG/peak ratio was an independent predictor of OS in a subgroup of patients who did not receive curative surgery (P = 0.013). CONCLUSION: The flow-metabolism mismatch reflected by the TLG/peak ratio may better predict OS than other imaging biomarkers from PET/MRI in pancreatic cancer patients.


Subject(s)
Magnetic Resonance Imaging , Pancreatic Neoplasms/diagnostic imaging , Positron-Emission Tomography , Aged , Biomarkers , Female , Fluorodeoxyglucose F18 , Humans , Male , Middle Aged , Pancreatic Neoplasms/mortality , Prognosis , Prospective Studies , Radiopharmaceuticals , Retrospective Studies , Tumor Burden
14.
J Formos Med Assoc ; 116(10): 765-773, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28117199

ABSTRACT

BACKGROUND/PURPOSE: Radiofrequency ablation (RFA) provides an effective treatment for patients who exhibit early hepatocellular carcinoma (HCC) stages or are waiting for liver transplantation. It is important to assess patients after RFA. The goal of this study was to build artificial neural network models with HCC-related variables to predict the 1-year and 2-year disease-free survival (DFS) of HCC patients receiving RFA treatments. METHODS: This study was a retrospective study that tracked HCC patients who received computer tomography-guided percutaneous RFA between January 2009 and April 2012. The numbers of total patients with 1-year and 2-year DFS were 252 and 179, respectively. A total of 15 HCC clinical variables were collected for the construction of artificial neural network models for DFS prediction. Internal validation and validation conducted using simulated prospective data were performed. RESULTS: The results showed that the model with 15 inputs showed better performance compared with the models including only significant features. Parameters for performance assessment of 1-year DFS prediction were as follows: accuracy 85.0% (70.0%), sensitivity 75.0% (63.3%), specificity 87.5% (71.8%), and area under the curve 0.84 (0.77) for internal validation (simulated prospective validation). For 2-year DFS prediction, the values of accuracy, sensitivity, specificity, and area under the curve were 67.9% (63.9%), 50.0% (56.3%), 85.7% (70.0%), and 0.75 (0.72), respectively, for internal validation (simulated prospective validation). CONCLUSION: This study revealed that the proposed artificial neural network models constructed with 15 clinical HCC relevant features could achieve an acceptable prediction performance for DFS. Such models can support clinical physicians to deal with clinical decision-making processes on the prognosis of HCC patients receiving RFA treatments.


Subject(s)
Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/surgery , Liver Neoplasms/mortality , Liver Neoplasms/surgery , Neural Networks, Computer , Aged , Catheter Ablation , Disease-Free Survival , Female , Humans , Male , Retrospective Studies , Sensitivity and Specificity , Taiwan/epidemiology , Tomography, X-Ray Computed , Treatment Outcome
15.
Acta Cardiol Sin ; 33(4): 439-446, 2017 Jul.
Article in English | MEDLINE | ID: mdl-29033516

ABSTRACT

The current standard care for acute mesenteric ischemia (AMEI) involves urgent revascularization and resection of the necrotic bowel. Since 2012, we have used an AMEI protocol of our own design, which focused on early treatment and allowed interventional cardiologists to become involved when interventional radiologist was not available. A total of 8 patients were treated, and two interventional cardiologists performed all the stenting procedures. The procedure success rate was 100% in patients with non-calcified lesions (6/8). The 30-day survival rate was 100% in patients with angiographic success, and was 0% in patients with failed procedure. In two patients with total occlusion of the superior mesenteric artery, laparotomy was avoided when interventions were successful and completed within six hours of protocol activation. Four surviving patients were discharged after short intensive care unit stays (less than 48 hours); these patients returned to and remained at home throughout their 90-day follow-up. The overall procedure success rate and 30-day survival rate were both 75%. There was no access site or intervention-related complications. Using our protocol, we believe that primary endovascular treatment for AMEI is feasible. In geographic regions where healthcare resources are lacking, a time-efficient strategy adopted by interventional cardiologists should be considered for the purpose of saving lives and possibly even avoiding open laparotomy.

16.
Eur J Nucl Med Mol Imaging ; 43(10): 1753-64, 2016 Sep.
Article in English | MEDLINE | ID: mdl-26993317

ABSTRACT

PURPOSE: To correlate the clinical stage and prognosis of pancreatic or periampullary cancer with the imaging biomarkers on diffusion-weighted imaging, magnetic resonance spectroscopy and glucose metabolic activity derived from integrated PET/MRI. METHODS: This prospective study was approved by the institutional review board and informed consent was obtained. The study group comprised 60 consecutive patients with pancreatic or periampullary cancer who underwent PET/MRI before treatment. The imaging biomarkers were the minimal apparent diffusion coefficient (ADCmin), choline levels, standardized uptake values, metabolic tumour volume (MTV), and total lesion glycolysis (TLG) of the tumours. The relationships between these biomarkers and clinical TNM stage were evaluated using the Pearson test and the Mann-Whitney U test. The area under the receiver operating characteristic curve (AUROC) was used to evaluate accuracy. The correlation between the imaging biomarker and progression-free survival (PFS) was investigated using the Cox proportional hazards model. RESULTS: ADCmin was significantly lower in N1 and TNM stage 3+ tumours. Choline levels significantly higher in T4 tumours. TLG was significantly higher in T4, N1 and TNM stage 3+ tumours. MTV was significantly higher in T4, N1, M1, and TNM stage 3+ tumours (all P < 0.05). The MTV/ADCmin ratio exhibited the highest AUROC for predicting T4, N1, M1, and advanced TNM stages tumours, and was an independent predictor of PFS (P = 0.018) after adjustment for age, sex, tumour size and stage. CONCLUSION: The imaging biomarkers from integrated PET/MRI may predict clinical stage and PFS in patients with pancreatic or periampullary cancer.


Subject(s)
Biomarkers, Tumor/metabolism , Diffusion Magnetic Resonance Imaging/methods , Magnetic Resonance Spectroscopy/methods , Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/epidemiology , Positron-Emission Tomography/methods , Adult , Aged , Aged, 80 and over , Disease-Free Survival , Female , Fluorodeoxyglucose F18/pharmacokinetics , Glucose/metabolism , Humans , Male , Metabolic Clearance Rate , Middle Aged , Neoplasm Staging , Pancreatic Neoplasms/metabolism , Prevalence , Prognosis , Radiopharmaceuticals/pharmacokinetics , Reproducibility of Results , Risk Factors , Sensitivity and Specificity , Taiwan/epidemiology , Young Adult
18.
Eur Radiol ; 25(12): 3552-9, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25991478

ABSTRACT

OBJECTIVES: This study compared the diagnostic performance of intravoxel incoherent motion (IVIM) in magnetic resonance imaging (MRI) and acoustic radiation force impulse imaging (ARFI) in ultrasound (US) for liver fibrosis (LF) evaluation. METHODS: A total of 49 patients scheduled for liver surgery were recruited. LF in the non-tumorous liver parenchyma at the right lobe was estimated using a slow diffusion coefficient, fast diffusion coefficient (D fast), perfusion fraction (f) of the IVIM parameters, the total apparent diffusion coefficient of conventional diffusion-weighted imaging and the shear wave velocity (Vs) of ARFI. LF was graded using the Metavir scoring system on histological examination. The Spearman rank correlation coefficient for correlation and analysis of variance was used for determining difference. The diagnostic performance was compared using receiver operating characteristic curve analysis. RESULTS: LF exhibited significant correlation with the three parameters D fast, f, and Vs (r = -0.528, -0.337, and 0.481, respectively, P < 0.05). The D fast values in the F4 group were significantly lower than those in the F0, F1 and F2 groups. D fast exhibited a non-inferior performance for diagnosing all fibrosis grades compared with that of Vs. CONCLUSIONS: Both IVIM and ARFI provide reliable estimations for the noninvasive assessment of LF. KEY POINTS: • Liver fibrosis can be diagnosed and graded using noninvasive imaging modalities. • ARFI and IVIM can be incorporated into routine examinations. • IVIM can differentiate liver cirrhosis from none to moderate liver fibrosis. • The diagnostic performances of IVIM and ARFI are equal.


Subject(s)
Elasticity Imaging Techniques , Liver Cirrhosis/diagnostic imaging , Liver Cirrhosis/pathology , Magnetic Resonance Imaging , Adult , Aged , Aged, 80 and over , Female , Humans , Liver/diagnostic imaging , Liver/pathology , Male , Middle Aged , Prospective Studies , ROC Curve , Reproducibility of Results , Young Adult
19.
J Hepatol ; 60(2): 313-8, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24036008

ABSTRACT

BACKGROUND & AIMS: No approved therapy is available for patients with advanced hepatocellular carcinoma (HCC) who fail first-line therapy. The prognosis of these patients, especially those eligible for clinical trials of second-line therapy, is unclear. METHODS: All patients who participated in clinical trials of first-line systemic therapy for metastatic or locally advanced HCC in a referral center of Taiwan between 2005 and 2011 were included. Their clinicopathologic characteristics, when the first-line treatment failed, were analyzed and correlated with the overall survival (OS) from the date of first-line treatment failure. RESULTS: A total of 192 patients were included. Before the start of the first-line therapy, all patients had Child-Pugh class A liver reserves and Cancer of the Liver Italian Program (CLIP) scores ≤4. After the failure of the first-line therapy, the median OS of the entire group was 4.0 months. Patients with Child-Pugh class A liver reserves, when the first-line treatment failed, had significantly better OS than patients with Child-Pugh class B or C liver reserves (median, A vs. B vs. C=7.5 vs. 1.3 vs. 1.0 month, p<0.001). According to the key eligibility criteria of 3 published clinical trials for second-line therapy, 41%-56% of patients were potentially eligible. Compared to patients who were ineligible for clinical trials, potentially eligible patients had longer OS with a median of 7.8-8.6 months. CONCLUSIONS: Patients with advanced HCC who failed first-line therapy could have substantially improved prognosis if they had Child-Pugh A liver reserves or were potentially eligible for clinical trials.


Subject(s)
Carcinoma, Hepatocellular/drug therapy , Liver Neoplasms/drug therapy , Adult , Aged , Aged, 80 and over , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Hepatocellular/mortality , Female , Humans , Kaplan-Meier Estimate , Liver Neoplasms/mortality , Male , Middle Aged , Prognosis , Taiwan/epidemiology , Treatment Failure , Treatment Outcome , Young Adult
20.
J Vasc Interv Radiol ; 25(3): 371-8, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24468045

ABSTRACT

PURPOSE: To determine any differences in patient characteristics and outcomes after transarterial chemoembolization between different viral etiologies of hepatocellular carcinoma (HCC). METHODS: This retrospective study consisted of 201 patients undergoing first-time transarterial chemoembolization for unresectable HCC from January to December 2009. The patients were divided into four groups: hepatitis B virus (HBV) only (n = 104), hepatitis C virus (HCV) only (n = 63), HBV and HCV (n = 10), and no viral hepatitis (n = 24). The clinical and laboratory data were obtained from electronic medical records, and imaging findings obtained before transarterial chemoembolization were analyzed. Kaplan-Meier analyses were used to assess the impact of HBV or HCV status, clinical characteristics, and imaging results on overall survival. RESULTS: After a median follow-up of 28.3 months ± 16.2, the 1-, 2-, and 3-year overall survival rates were 74.1%, 59.7%, and 53.2%. Patients with HBV had a significant association with younger age (P = .001), higher male-to-female ratio (P = .003), lower alanine aminotransferase levels (P = .018), higher albumin levels (P = .009), and multifocal tumors at diagnosis (P = .04) compared with patients with HCV. Patients with both HBV and HCV had significantly higher serum bilirubin levels compared with the other groups (P = .002). No significant difference was found in overall survival among the different hepatitis groups (P = .943). Multivariate analysis showed that statistically significant determinants for overall survival were Child-Pugh class (P = .002), Barcelona Clinic Liver Cancer stage (P < .001), tumor size (P < .001), and distribution (P < .001). CONCLUSIONS: Viral etiology has no correlation with the outcome of patients with HCC undergoing transarterial chemoembolization.


Subject(s)
Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/therapy , Chemoembolization, Therapeutic/mortality , Hepatitis, Viral, Human/mortality , Liver Neoplasms/mortality , Liver Neoplasms/therapy , Aged , Antineoplastic Agents/administration & dosage , Chemoembolization, Therapeutic/methods , Comorbidity , Female , Hemostatics/administration & dosage , Hepatectomy/statistics & numerical data , Hepatitis, Viral, Human/therapy , Humans , Injections, Intra-Arterial/mortality , Male , Middle Aged , Prevalence , Retrospective Studies , Risk Factors , Survival Rate , Taiwan/epidemiology , Treatment Failure , Treatment Outcome
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