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1.
Eur Radiol ; 31(10): 7464-7475, 2021 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-33765160

RESUMEN

OBJECTIVE: To evaluate whether parenchyma-to-lipiodol ratio (PLR) and lesion-to-lipiodol ratio (LLR) on C-arm cone-beam computed tomography (CBCT) can predict 1-year tumor response in patients with hepatocellular carcinoma (HCC) treated with conventional transcatheter arterial chemoembolization (cTACE). METHODS: This retrospective analysis included 221 HCC target lesions within up-to-seven criteria in 80 patients who underwent cTACE with arterial-phase CBCT and unenhanced CBCT after cTACE from 2015 to 2018. PLR and LLR of every tumor slice were obtained through mean density division of liver parenchyma and tumor enhancement with intratumoral lipiodol deposition. The cutoff values (COVs) of maximal PLR and LLR of every tumor were analyzed using Youden's index. The reliability of COV, correlations between the related parameters, and 1-year progression were assessed through interobserver agreement and multivariate analysis. COV validity was verified using the chi-square test and Cramer's V coefficient (V) in the validation cohort. RESULTS: Standard COVs of PLR and LLR were 0.149 and 1.4872, respectively. Interobserver agreement of COV for PLR and LLR was near perfect (kappa > 0.9). Multivariate analysis suggested that COV of PLR is an independent predictor (odds ratio = 1.23532×1014, p = 4.37×10-7). COV of PLR showed strong consistency, correlation with 1-year progression in prediction model (V = 0.829-0.776; p < 0.0001), and presented as an effective predictor in the validation cohort (V = 0.766; p < 0.0001). CONCLUSION: The COV of PLR (0.149) assessed through immediate post-embolization CBCT is an objective, effective, and approachable predictor of 1-year HCC progression after cTACE. KEY POINTS: • The maximal PLR value indicates the least lipiodol-distributed region in an HCC tumor. The maximal LLR value indicates the least lipiodol-deposited region in the tumor due to incomplete lipiodol delivery. PLR and LLR are concepts like signal-to-noise ratio to characterize the lipiodol retention pattern objectively to predict 1-year tumor progression immediately without any quantification software for 3D image analysis immediately after cTACE treatment. • COV of PLR can facilitate the early prediction of tumor progression/recurrence and indicate the section of embolized HCC, providing the operator's good targets for sequential cTACE or combined ablation. • The validation cohort in our study verified standard COVs of PLR and LLR. The validation process was more convincing and delicate than that of previous retrospective studies.


Asunto(s)
Carcinoma Hepatocelular , Quimioembolización Terapéutica , Neoplasias Hepáticas , Carcinoma Hepatocelular/diagnóstico por imagen , Carcinoma Hepatocelular/terapia , Tomografía Computarizada de Haz Cónico , Aceite Etiodizado , Humanos , Neoplasias Hepáticas/diagnóstico por imagen , Neoplasias Hepáticas/terapia , Recurrencia Local de Neoplasia , Reproducibilidad de los Resultados , Estudios Retrospectivos , Resultado del Tratamiento
2.
Radiology ; 285(2): 670-680, 2017 11.
Artículo en Inglés | MEDLINE | ID: mdl-28562211

RESUMEN

Purpose To construct a nomogram with the albumin-bilirubin (ALBI) grade to assess the long-term outcomes of patients with early-stage hepatocellular carcinoma (HCC) after radiofrequency ablation (RFA). Materials and Methods This retrospective study was approved by the institutional review board, and informed consent was waived. We studied 622 treatment-naïve patients with HCC according to the Milan criteria who subsequently underwent RFA from 2002 to 2013. Baseline characteristics were collected to identify the risk factors for determination of poor overall survival after RFA. The multivariate Cox proportional hazards model based on significant prognostic factors of overall survival was used to construct the nomogram. Results After a median follow-up time of 35.7 months, 190 patients had died. The cumulative 5- and 10-year overall survival rates were 63.1% and 48.7%, respectively. Stratified according to ALBI grade, the cumulative 5- and 10-year survival rates were 80.0% and 67.9% for patients with grade 1, respectively, and 48.6% and 35.1% for those with grades 2-3, respectively (P < .001). Multivariate analysis results showed that patient age older than 65 years, a prothrombin time international normalized ratio greater than 1.1, α-fetoprotein level greater than 20 ng/mL, multiple tumors, and ALBI grade 2 or 3 were associated with overall mortality. A nomogram was developed on the basis of these five variables. Internal validation with 200 bootstrapped sample sets had a good concordance index of 0.770 (95% confidence interval: 0.633, 0.876). Conclusion This simple nomogram based on the ALBI grade offers personalized long-term survival data for patients with early-stage HCC who undergo RFA. © RSNA, 2017 Online supplemental material is available for this article.


Asunto(s)
Albúminas/análisis , Bilirrubina/sangre , Carcinoma Hepatocelular , Ablación por Catéter , Neoplasias Hepáticas , Anciano , Carcinoma Hepatocelular/sangre , Carcinoma Hepatocelular/epidemiología , Carcinoma Hepatocelular/mortalidad , Carcinoma Hepatocelular/cirugía , Ablación por Catéter/mortalidad , Ablación por Catéter/estadística & datos numéricos , Femenino , Humanos , Neoplasias Hepáticas/sangre , Neoplasias Hepáticas/epidemiología , Neoplasias Hepáticas/mortalidad , Neoplasias Hepáticas/cirugía , Masculino , Persona de Mediana Edad , Nomogramas , Estudios Retrospectivos , Factores de Riesgo
3.
Eur Radiol ; 27(6): 2600-2609, 2017 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-27678133

RESUMEN

OBJECTIVES: To assess the impact of clinically significant portal hypertension (CSPH) on the prognosis of patients with hepatocellular carcinoma (HCC) undergoing radiofrequency ablation (RFA). METHODS: We retrospectively enrolled 280 treatment-naïve early-stage HCC patients who had Child-Pugh grade A or B and received upper gastrointestinal endoscopy at the time of HCC diagnosis. CSPH was defined as (1) a platelet count < 100,000/mm3 associated with splenomegaly and/or (2) the presence of oesophageal/gastric varices by endoscopy. Factors determining poor overall survival and recurrence after RFA were analysed by Cox proportional hazards model and propensity score matching analysis. RESULTS: A total of 192 (68.6 %) patients had CSPH. The cumulative 5-year survival rates were 50.6 % and 76.7 % in patients with and without CSPH, respectively (p = 0.015). Based on multivariate analysis, age > 65 years (hazard ratio (HR) 1.740, p = 0.025), serum albumin levels ≤ 3.5 g/dL (HR 3.268, p < 0.001) and multiple tumours (HR 1.693, p = 0.046), but not CSPH, were independent risk factors associated with poor overall survival after RFA. Moreover, the overall survival rates were comparable between patients with and without CSPH after adjusting for confounding factors via propensity score matching analysis. CONCLUSIONS: CSPH was not associated with poor outcomes after RFA. KEY POINTS: • CSPH was common in HCC patients who underwent RFA therapy. • CSPH was not an independent risk factor in determining poor prognosis. • Serum albumin level was more important to determine the outcomes.


Asunto(s)
Carcinoma Hepatocelular/cirugía , Hipertensión Portal/complicaciones , Neoplasias Hepáticas/cirugía , Anciano , Carcinoma Hepatocelular/patología , Ablación por Catéter/efectos adversos , Femenino , Humanos , Neoplasias Hepáticas/patología , Masculino , Persona de Mediana Edad , Análisis Multivariante , Recurrencia Local de Neoplasia/cirugía , Recuento de Plaquetas , Pronóstico , Puntaje de Propensión , Modelos de Riesgos Proporcionales , Estudios Retrospectivos , Factores de Riesgo , Esplenomegalia , Tasa de Supervivencia , Resultado del Tratamiento
4.
Cancer Imaging ; 24(1): 43, 2024 Mar 26.
Artículo en Inglés | MEDLINE | ID: mdl-38532511

RESUMEN

BACKGROUND: Automatic segmentation of hepatocellular carcinoma (HCC) on computed tomography (CT) scans is in urgent need to assist diagnosis and radiomics analysis. The aim of this study is to develop a deep learning based network to detect HCC from dynamic CT images. METHODS: Dynamic CT images of 595 patients with HCC were used. Tumors in dynamic CT images were labeled by radiologists. Patients were randomly divided into training, validation and test sets in a ratio of 5:2:3, respectively. We developed a hierarchical fusion strategy of deep learning networks (HFS-Net). Global dice, sensitivity, precision and F1-score were used to measure performance of the HFS-Net model. RESULTS: The 2D DenseU-Net using dynamic CT images was more effective for segmenting small tumors, whereas the 2D U-Net using portal venous phase images was more effective for segmenting large tumors. The HFS-Net model performed better, compared with the single-strategy deep learning models in segmenting small and large tumors. In the test set, the HFS-Net model achieved good performance in identifying HCC on dynamic CT images with global dice of 82.8%. The overall sensitivity, precision and F1-score were 84.3%, 75.5% and 79.6% per slice, respectively, and 92.2%, 93.2% and 92.7% per patient, respectively. The sensitivity in tumors < 2 cm, 2-3, 3-5 cm and > 5 cm were 72.7%, 92.9%, 94.2% and 100% per patient, respectively. CONCLUSIONS: The HFS-Net model achieved good performance in the detection and segmentation of HCC from dynamic CT images, which may support radiologic diagnosis and facilitate automatic radiomics analysis.


Asunto(s)
Carcinoma Hepatocelular , Aprendizaje Profundo , Neoplasias Hepáticas , Humanos , Procesamiento de Imagen Asistido por Computador , Vena Porta , Tomografía Computarizada por Rayos X
5.
Liver Cancer ; 13(1): 29-40, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38344446

RESUMEN

Introduction: Outcomes of transarterial chemoembolization (TACE) for intermediate-stage hepatocellular carcinoma (HCC) are diverse because of the heterogeneity of tumor burden. Radiologic pattern is one criterion for determining whether TACE is unsuitable. However, additional evidence is required. This study determined the influence of radiologic morphology on the outcomes of initial and subsequent TACE. Methods: From January 2007 to September 2021, 633 treatment-naive patients with HCC with intermediate-stage HCC undergoing TACE were retrospectively enrolled. Of these patients, 386 patients received repeated TACE. The radiological features of HCC were evaluated by two radiologists and classified into encapsulated nodular type, simple nodular type with extranodular growth, confluent multinodular type, and infiltrative type. The objective response rate (ORR) and survival rate after initial and subsequent TACE among various radiologic morphologies were compared. Results: After initial TACE, encapsulated nodular type HCC had the highest ORR (58%), followed by extranodular type (45.8%), confluent multinodular type (29%), and infiltrative type (19.5%). Notably, radiologic pattern was highly associated with tumor burden. Tumor burden and radiologic morphology were significantly associated with ORR and overall survival (OS) in the multivariate analysis. In 386 patients with subsequent TACE, encapsulated nodular type HCC had the highest ORR (48.7%), followed by extranodular type (37.3%), confluent multinodular type (26.2%), and infiltrative type (10%). In the multivariate analysis, radiologic features were significant independent predictors of ORR and OS after receiving subsequent TACE. Conclusion: Radiologic patterns determine the outcomes of initial and subsequent TACE. Systemic therapy should be considered for patients with intermediate-stage HCC with unfavorable radiologic patterns.

6.
Radiol Case Rep ; 18(11): 3787-3790, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37663567

RESUMEN

This case report presents a 73-year-old male with recurrent hepatocellular carcinoma who underwent serial surgical and interventional locoregional treatments, which resulted in asymptomatic intrahepatic bile duct dilatation. To address a recurrent tumor close to the pre-existing dilated bile ducts, radiofrequency ablation was performed, leading to a biliocutaneous fistula along the electrode tract. Attempts to close the refractory fistula by percutaneous transhepatic cholangial diversion and balloon dilatation of the stenotic central bile duct were unsuccessful. Ultimately, the fistula was successfully sealed with aggressive management, combining balloon-assisted retrograde fistulography and antegrade fistula embolization. This report aims to raise awareness of complex biliary complications after radiofrequency ablation in patients with preexisting bile duct dilatation, and emphasize the importance of aggressive intervention in cases of refractory biliocutaneous fistula based on our experience.

7.
Cancer Med ; 12(2): 1090-1101, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-35781808

RESUMEN

BACKGROUND: The prognosis of unfavorable cancer of unknown primary is extremely poor. This is the first report to compared the treatment results between generations of CUP and examined prognostic factors. METHODS: This retrospective single-center cohort study enrolled 68 patients with newly diagnosed unfavorable cancer of unknown primary at Taipei Veteran General Hospital from 2017 to 2020 as study cohort and 167 patients from 2000 to 2009 as historical cohort. RESULTS: The median overall survival was 4.3 months in the study cohort (95% CI, 2.7-6.2 months) and 4.5 months in the historical cohort (95% CI, 3.0-5.5 months; p = 0.858). Eleven patients in the study cohort received immunotherapy. The disease control rates were 45%. Multivariate analysis showed that an Eastern Cooperative Oncology Group score > 1 and a C-reactive protein level > 1 correlated with poor survival. A new prognostic stratification model was constructed by using Eastern Cooperative Oncology Group score and C-reactive protein values. The good-, intermediate-, and poor-risk groups had distinct median overall survival of 18.3, 7.0 and 1.2 months, respectively (area under the curve, 0.817; p < 0.001). CONCLUSION: The outcome of unfavorable cancer of unknown primary has not changed much over the last 20 years. The application of a new prognostic stratification model can further stratify unfavorable cancer of unknown primary.


Asunto(s)
Neoplasias Primarias Desconocidas , Humanos , Estudios de Cohortes , Neoplasias Primarias Desconocidas/terapia , Estudios Retrospectivos , Proteína C-Reactiva , Pronóstico
8.
World J Gastroenterol ; 29(27): 4344-4355, 2023 Jul 21.
Artículo en Inglés | MEDLINE | ID: mdl-37545634

RESUMEN

BACKGROUND: Right-sided ligamentum teres (RSLT) is often associated with portal venous anomalies (PVA) and is regarded as a concerning feature for hepatobiliary intervention. Most studies consider RSLT to be one of the causes of left-sided gallbladder (LGB), leading to the hypothesis that LGB must always be present with RSLT. However, some cases have shown that right-sided gallbladder (RGB) can also be present in livers with RSLT. AIM: To highlight the rare variation that RSLT may not come with LGB and to determine whether ligamentum teres (LT) or gallbladder location is reliable to predict PVA. METHODS: This study retrospectively assessed 8552 contrast-enhanced abdominal computed tomography examinations from 2018 to 2021 [4483 men, 4069 women; mean age, 59.5 ± 16.2 (SD) years]. We defined the surrogate outcome as major PVAs. The cases were divided into 4 subgroups according to gallbladder and LT locations. On one hand, we analyzed PVA prevalence by LT locations using gallbladder location as a controlled variable (n = 36). On the other hand, we controlled LT location and computed PVA prevalence by gallbladder locations (n = 34). Finally, we investigated LT location as an independent factor of PVA by using propensity score matching (PSM) and inverse probability of treatment weighting (IPTW). RESULTS: We found 9 cases of RSLT present with RGB. Among the LGB cases, RSLT is associated with significantly higher PVA prevalence than typical LT [80.0% vs 18.2%, P = 0.001; OR = 18, 95% confidence interval (CI): 2.92-110.96]. When RSLT is present, we found no statistically significant difference in PVA prevalence for RGB and LGB cases (88.9 % vs 80.0%, P > 0.99). Both PSM and IPTW yielded balanced cohorts in demographics and gallbladder locations. The RSLT group had a significantly higher PVA prevalence after adjusted by PSM (77.3% vs 4.5%, P < 0.001; OR = 16.27, 95%CI: 2.25-117.53) and IPTW (82.5% vs 4.7%, P < 0.001). CONCLUSION: RSLT doesn't consistently coexist with LGB. RSLT can predict PVA independently while the gallbladder location does not serve as a sufficient predictor.


Asunto(s)
Vesícula Biliar , Ligamento Redondo del Hígado , Masculino , Humanos , Femenino , Adulto , Persona de Mediana Edad , Anciano , Vesícula Biliar/diagnóstico por imagen , Puntaje de Propensión , Estudios Retrospectivos
9.
Respirol Case Rep ; 10(4): e0929, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-35309959

RESUMEN

The clinical course and severity of pancreatitis might vary largely. Pancreatitis-related thoracic complications might be life-threatening but frequently ignored. We report an alcoholic patient who initially presented to the emergency department with community-acquired pneumonia, acute respiratory failure and acute-on-chronic pancreatitis with massive pancreatic pleural effusion. Subsequently, he developed insidiously pancreatitis-related intra-abdominal, mediastinal pseudocysts, and unexpectedly sudden onset of cardiac tamponade. Although tamponade-related haemodynamic instability improved soon after timely diagnosis and emergent pericardial drainage, his recovery period was prolonged. His serum amylase and lipase were persistently elevated until definitive treatment with endoscopic retrograde cholangiopancreatography-assisted removal of pancreatic duct stones. Pancreatitis-related cardiac tamponade is rare but lethal without prompt diagnosis and management. We reviewed pancreatitis-related thoracic complications, particularly for cardiac tamponade, and discussed about the pathophysiology and management options.

10.
J Chin Med Assoc ; 85(2): 240-245, 2022 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-34882098

RESUMEN

BACKGROUND: To evaluate the techniques, efficacy, and safety for treating vascularly inaccessible abdominal visceral pseudoaneurysms by direct puncture and embolization. METHODS: A retrospective study of 5 consecutive patients who underwent percutaneous direct puncture embolization for intra-abdominal pseudoaneurysms in our institution between January 2009 and December 2016. Technical aspects, success, clinical outcome, and complications were discussed. RESULTS: Four patients (80%) were men, and the mean age of all five patients was 57.2 years (range, 47-72 years). The mean diameter of the pseudoaneurysms was 2.5 cm (range, 1.9-3.4 cm). All the pseudoaneurysms were punctured under the imaging guidance of fluoroscopy, ultrasound, or computed tomography. Coils and glue were used in four of the patients, the remaining one with coil only. The mean injected glue volume was 1.5 (range, 0.8-2) mL. The overall technical and clinical success rate was 100% without major complications or mortality. CONCLUSION: Our single-center experience and the literature review demonstrate that percutaneous direct puncture embolization is feasible and effective to serve as an alternative for treating abdominal vascular pseudoaneurysms when the traditional endovascular embolization fails. In this approach, fluoroscopy is the most needed guidance technique.


Asunto(s)
Abdomen/fisiopatología , Aneurisma Falso/cirugía , Embolización Terapéutica , Punciones , Anciano , Procedimientos Endovasculares , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos
11.
Eur J Cancer ; 166: 208-218, 2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-35306319

RESUMEN

INTRODUCTION: Pancreatic ductal adenocarcinoma (PDAC) is highly aggressive and has poor prognosis. There are few biomarkers to inform treatment decisions, and collecting tumour samples for testing is challenging. METHODS: Circulating tumour cells (CTCs) from patients with PDAC liquid biopsies were expanded ex vivo to form CTC-derived organoid cultures, using a laboratory-developed biomimetic cell culture system. CTC-derived organoids were tested for sensitivity to a PDAC panel of nine drugs, with tests conducted in triplicate, and a weighted cytotoxicity score (CTS) was calculated from the results. Clinical response to treatment in patients was evaluated using Response Evaluation Criteria in Solid Tumours (RECIST) version 1.1 criteria at the time of blood sampling and 3 months later. The correlation between CTS and clinical response was then assessed. RESULTS: A total of 41 liquid biopsies (87.8% from patients with Stage 4 disease) were collected from 31 patients. The CTC-derived organoid expansion was achieved in 3 weeks, with 87.8% culture efficiency. CTC-derived organoid cultures were positive for EpCAM staining and negative for CD45 staining in the surface marker analysis. All patients had received a median of two lines of treatment prior to enrolment and prospective utility analysis indicated significant correlation of CTS with clinical treatment response. Two representative case studies are also presented to illustrate the relevant clinical contexts. CONCLUSIONS: CTCs were expanded from patients with PDAC liquid biopsies with a high success rate. Drug sensitivity profiles from CTC-derived organoid cultures correlated meaningfully with treatment response. Further studies are warranted to validate the predictive potential for this approach.


Asunto(s)
Carcinoma Ductal Pancreático , Células Neoplásicas Circulantes , Neoplasias Pancreáticas , Biomarcadores de Tumor/metabolismo , Carcinoma Ductal Pancreático/patología , Humanos , Células Neoplásicas Circulantes/patología , Organoides/metabolismo , Neoplasias Pancreáticas/patología , Estudios Prospectivos , Neoplasias Pancreáticas
12.
Radiol Case Rep ; 16(8): 2061-2064, 2021 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-34158895

RESUMEN

With the advances in surgical technique and the accumulation of experiences, pancreatic cancer with portal-superior mesenteric vein (PV-SMV) invasion is no longer considered as an absolute contraindication for surgical resection. After resection of the PV-SMV confluence, congestion of the splenic vein (SV) may develop, resulting in splenomegaly and variceal formation, also known as left-sided portal hypertension (LPH). Along with improved postoperative prognosis, LPH induced varices are given enough time to develop and eventually bleed, which can be lethal. We present a 59-year-old woman who underwent pancreaticoduodenectomy (PD) for pancreatic cancer with a concomitant PV-SMV resection. Massive upper gastrointestinal bleeding and hypovolemic shock occurred 15 months after the surgery. Various exams, including endoscopy, dynamic computed tomography (CT) imaging, celiac, and superior mesenteric artery (SMA) angiography, were performed. However, the exact location of the bleeding could not be identified. LPH-induced varices bleeding was suspected and diagnosed by venography. The varices were embolized with n-BCA and lipiodol mixture by trans-splenic venous approach with complete cessation of bleeding. It is important to identify potential life-threatening LPH-induced varices bleeding, especially if certain clinical histories or classic imaging findings are presented. As for treatment, interventional radiology methods could be considered as the first choice.

13.
Liver Cancer ; 10(6): 629-640, 2021 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-34950185

RESUMEN

BACKGROUND AND AIMS: For patients with intermediate-stage hepatocellular carcinoma (HCC), the definition of high tumor burden remains controversial. This study aimed to compare the prognostic value of different criteria of tumor burden in patients with intermediate-stage HCC undergoing transarterial chemoembolization (TACE). METHODS: From 2007 to 2019, 632 treatment-naive patients with intermediate-stage HCC undergoing TACE were retrospectively enrolled. We compared different criteria of tumor burden in discriminating radiologic response and survival, including up-to-7, up-to-11, 5-7, 7 lesions criteria, and newly proposed 7-11 criteria. RESULTS: The proportions of patients classified as high tumor burden were varied by different criteria. Among the 5 criteria, 7-11 criteria have the best performance to discriminate complete response (CR) and overall survival (OS) after TACE. In patients with low, intermediate, and high tumor burden classified by 7-11 criteria, the CR rate was 21, 12, and 2.5%, respectively (p < 0.001), and the median OS was 33.1, 22.3, and 11.9 months, respectively (p < 0.001). By multivariate analysis, 7-11 criteria were significantly associated with CR (intermediate vs. high burden, odds ratio = 4.617, p = 0.002; low vs. high burden, odds ratio = 8.675, p < 0.001) and OS (intermediate vs. high burden, hazard ratio = 0.650, p < 0.001; low vs. high burden, hazard ratio = 0.520, p < 0.001). Seven to 11 criteria also had the lowest corrected Akaike information criteria, highest homogeneity value, and highest area under the receiver operating characteristic curve in predicting 1-, 2-, and 3-year mortality among all criteria. CONCLUSION: Conventional definitions of tumor burden were not optimal for patients with intermediate HCC. The new 7-11 criteria had the best discriminative power in predicting radiologic response and survival in patients with intermediate-stage HCC undergoing TACE.

14.
Liver Cancer ; 10(6): 572-582, 2021 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-34950180

RESUMEN

BACKGROUND AND AIMS: Current prediction models for early recurrence of hepatocellular carcinoma (HCC) after surgical resection remain unsatisfactory. The aim of this study was to develop evolutionary learning-derived prediction models with interpretability using both clinical and radiomic features to predict early recurrence of HCC after surgical resection. METHODS: Consecutive 517 HCC patients receiving surgical resection with available contrast-enhanced computed tomography (CECT) images before resection were retrospectively enrolled. Patients were randomly assigned to a training set (n = 362) and a test set (n = 155) in a ratio of 7:3. Tumor segmentation of all CECT images including noncontrast phase, arterial phase, and portal venous phase was manually performed for radiomic feature extraction. A novel evolutionary learning-derived method called genetic algorithm for predicting recurrence after surgery of liver cancer (GARSL) was proposed to design prediction models for early recurrence of HCC within 2 years after surgery. RESULTS: A total of 143 features, including 26 preoperative clinical features, 5 postoperative pathological features, and 112 radiomic features were used to develop GARSL preoperative and postoperative models. The area under the receiver operating characteristic curves (AUCs) for early recurrence of HCC within 2 years were 0.781 and 0.767, respectively, in the training set, and 0.739 and 0.741, respectively, in the test set. The accuracy of GARSL models derived from the evolutionary learning method was significantly better than models derived from other well-known machine learning methods or the early recurrence after surgery for liver tumor (ERASL) preoperative (AUC = 0.687, p < 0.001 vs. GARSL preoperative) and ERASL postoperative (AUC = 0.688, p < 0.001 vs. GARSL postoperative) models using clinical features only. CONCLUSION: The GARSL models using both clinical and radiomic features significantly improved the accuracy to predict early recurrence of HCC after surgical resection, which was significantly better than other well-known machine learning-derived models and currently available clinical models.

15.
J Chin Med Assoc ; 83(6): 571-576, 2020 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-32132381

RESUMEN

BACKGROUND: The presence of peribiliary cysts and morphological changes in the volumes of lobes in the livers of patients with cirrhosis are both related to the alteration of portal flow. Our study explored the relationship between these two features in patients with cirrhosis. METHODS: We retrospectively selected 150 computed tomography (CT) images of cirrhotic livers and 105 CT images of healthy livers. The cirrhotic livers were further classified according to the presence of peribiliary cysts (peribiliary cysts group) or the absence of peribiliary cysts (control cirrhotic group). The characteristic features of liver cirrhosis, including modified caudate-right lobe ratio (mCR ratio), splenomegaly, ascites, and collateral shunts, were reviewed. Liver volume calculations included the sum of the left hepatic volume (LHV) and right hepatic volume (RHV; LHV + RHV) and the ratio of LHV to RHV (LHV/RHV). RESULTS: The two groups did not differ in the presence of splenomegaly, ascites, or collateral shunts. The control cirrhotic group exhibited a significantly higher mCR ratio and LHV/RHV ratio than the peribiliary cysts group did (p < 0.001). The healthy liver group exhibited a significantly higher LHV + RHV value than either the peribiliary cysts group or the control cirrhotic group did (p < 0.001). The peribiliary cysts group and the control cirrhotic group did not differ significantly for LHV + RHV (p > 0.05). CONCLUSION: The control cirrhotic group exhibited a significantly higher mCR ratio and LHV/RHV ratio than the peribiliary cysts group did, but the two groups were similar for most measurements. Peribiliary cysts might result in reduction of portal flow, causing cirrhotic liver with peribiliary cysts with left-sided dominance not to demonstrate the typical morphological appearance of the common cirrhotic liver.


Asunto(s)
Quistes/patología , Cirrosis Hepática/patología , Hígado/patología , Anciano , Quistes/diagnóstico por imagen , Femenino , Humanos , Hígado/diagnóstico por imagen , Cirrosis Hepática/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Tomografía Computarizada por Rayos X
16.
Sci Rep ; 10(1): 2006, 2020 02 06.
Artículo en Inglés | MEDLINE | ID: mdl-32029840

RESUMEN

The prognostic factors of patients who undergo radiofrequency ablation (RFA) for hepatocellular carcinoma (HCC) is not fully elucidated. We aimed to investigate the role of liver stiffness (LS) and spleen stiffness (SS) measured by acoustic radiation force impulse (ARFI) elastography in determining the prognoses of patients with HCC after RFA. We prospectively enrolled 173 patients with HCC who underwent ARFI elastography for measurement of LS and SS on the same day of RFA. Overall survival (OS), recurrence-free survival (RFS) after adjusting for competing mortality, and presence of hepatic decompensation were investigated. Patients with LS > 1.5 m/s had significantly shorter OS and RFS than their counterparts. Anti-viral treatment (hazard ratio [HR]: 0.396, p = 0.015) and LS > 1.5 m/s (HR 4.105, p = 0.028) correlated with OS by a multivariate analysis. Besides, serum alpha fetoprotein >10 ng/mL and LS > 1.5 m/s independently predicted poorer RFS. On the other hand, anti-viral treatment (HR: 0.315, p = 0.010), creatinine > 1.5 mg/dL (HR: 9.447, p = 0.006), and SS > 2.7 m/s (HR: 2.869, p = 0.044) predicted a higher risk of hepatic decompensation. In conclusion, LS but not SS measured by ARFI elastography predicted tumor recurrence and OS in RFA-treated HCC; whereas, SS predicted development of hepatic decompensation in these patients.


Asunto(s)
Carcinoma Hepatocelular/cirugía , Diagnóstico por Imagen de Elasticidad , Fallo Hepático/diagnóstico , Neoplasias Hepáticas/cirugía , Hígado/diagnóstico por imagen , Recurrencia Local de Neoplasia/diagnóstico , Anciano , Anciano de 80 o más Años , Carcinoma Hepatocelular/complicaciones , Carcinoma Hepatocelular/diagnóstico por imagen , Carcinoma Hepatocelular/mortalidad , Ablación por Catéter , Supervivencia sin Enfermedad , Femenino , Estudios de Seguimiento , Humanos , Hígado/fisiopatología , Hígado/cirugía , Fallo Hepático/epidemiología , Fallo Hepático/etiología , Fallo Hepático/fisiopatología , Neoplasias Hepáticas/complicaciones , Neoplasias Hepáticas/diagnóstico por imagen , Neoplasias Hepáticas/mortalidad , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia/epidemiología , Recurrencia Local de Neoplasia/prevención & control , Valor Predictivo de las Pruebas , Pronóstico , Estudios Prospectivos , Factores de Riesgo , Bazo/diagnóstico por imagen
17.
J Chin Med Assoc ; 72(2): 76-82, 2009 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-19251535

RESUMEN

BACKGROUND: To identify the different and identical features of 2 tumors with similar pathologic findings, chondroblastic osteosarcoma (OGS) and chondrosarcoma (CSA), with highlights on radiography and magnetic resonance imaging (MRI). METHODS: Ten patients with chondroblastic OGS and 10 patients with CSA were enrolled. After recording the tumor location, tumor morphology was evaluated for patterns of bony destruction, visible tumor matrix, and aggressive periosteal reactions, endosteal scalloping, cortical expansion, cortical breakthrough and pathologic fracture by radiographic analysis. Signal intensity changes, enhancement pattern, and tumor extensions were evaluated by MRI. RESULTS: The mean patient ages were 24.7 and 56.7 years in patients with chondroblastic OGS and CSA, respectively (p = 0.001). Tumor occurrence was detected in the appendicular bones in 8 chondroblastic OGS and 3 CSA. Three chondroblastic OGS occurred around the knee (p = 0.003). In addition, there were 6 tumors arising from the metaphysis and 2 arising from the diaphysis in chondroblastic OGS patients. In CSA patients, 1 tumor arose in the metaphysis, 1 in the diaphysis, and 1 in the epiphysis (p = 0.039). On radiographs, visible bone-forming tumor matrix was present in 8 chondroblastic OGS, and coexistence of bone- and cartilage-forming patterns were detected in 2. Visible cartilage-forming tumor matrix was present in 7 CSA, and atypical radiodensity patterns were detected in 2 (p < 0.001). Aggressive periosteal reaction was present in 7 chondroblastic OGS, and non-aggressive periosteal reaction was found in 1 CSA (p = 0.008). MRI revealed the presence of a lobular structure of high signal intensity on T2-weighted images, and peripheral rim and septal enhancement pattern was noted in 2 chondroblastic OGS and 10 CSA patients. Inhomogeneous and marginal enhancement patterns were noted in 6 and 2 chondroblastic OGS, respectively (p = 0.001). CONCLUSION: Metaphysis origin, bone-forming tumor matrix, aggressive periosteal reaction, and young patient age favored chondroblastic OGS. Some chondroblastic OGS showed radiologic and MRI appearances that were typical of CSA.


Asunto(s)
Neoplasias Óseas/diagnóstico , Condrosarcoma/diagnóstico , Osteosarcoma/diagnóstico , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Neoplasias Óseas/diagnóstico por imagen , Neoplasias Óseas/patología , Niño , Condrosarcoma/diagnóstico por imagen , Condrosarcoma/patología , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Osteosarcoma/diagnóstico por imagen , Osteosarcoma/patología , Radiografía , Estudios Retrospectivos
18.
J Chin Med Assoc ; 82(4): 312-317, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-30865106

RESUMEN

BACKGROUND: Colorectal cancer (CRC) is the second most common and third most fatal cancer in Taiwan. To reduce incidence and mortality rates from cancer, including CRC, the Health Promotion Administration in Taiwan initiated the National Program on Cancer Prevention in 2005. For patients who have a positive fecal occult blood test, colonoscopy is recommended, and double-contrast barium enema (BE) is reserved as an alternative for those who cannot receive colonoscopy. In addition, single-contrast BE is sometimes used in pediatrics to evaluate colonic condition. This study evaluated the usage trends of BE and colonoscopy in Taiwan. METHODS: Data from the National Health Insurance Research Database from 2001 to 2013 were used in this study. Patients who received BE and colonoscopy were identified using the procedure codes of the National Health Insurance program. Age-standardized, yearly rates of BE and colonoscopy procedures were calculated. RESULTS: According to the data, the total number of colonoscopies increased 3.7-fold from 2001 to 2013. The compound annual growth rates for BE and colonoscopy were -5.36% and 10.47%, respectively, during the same period. The compound annual growth rates for BE and colonoscopy were -3.89% and 11.64% from 2005 to 2009, and -11.36% and 9.82% from 2010 to 2013, respectively. BE was conducted significantly more frequently than colonoscopy in patients who were aged <12 years and in female patients. CONCLUSION: Professional association guidelines, national cancer prevention programs, patient and physician preferences, and increasing awareness and knowledge of CRC may all contribute to the increasing use of colonoscopy and the dramatic decline in the use of BE in Taiwan.


Asunto(s)
Enema Opaco/estadística & datos numéricos , Colonoscopía/estadística & datos numéricos , Neoplasias Colorrectales/prevención & control , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Estudios Transversales , Femenino , Humanos , Lactante , Masculino , Persona de Mediana Edad , Caracteres Sexuales , Taiwán/epidemiología , Adulto Joven
19.
J Chin Med Assoc ; 82(1): 2-10, 2019 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-30839396

RESUMEN

BACKGROUND: To assess long-term prognoses of patients with solitary hepatocellular carcinoma (HCC) < 2 cm (the Barcelona Clinic Liver Cancer, BCLC stage 0) after radiofrequency ablation (RFA). METHODS: We retrospectively enrolled 271 patients with BCLC stage 0 HCC who had undergone RFA at Taipei Veterans General Hospital from 2002 to 2016. Factors determining poor overall survival (OS) and recurrence after RFA were analyzed by Cox proportional hazards model. RESULTS: After a median follow-up duration of 43.4 months, 76 patients had died. The cumulative 5- and 10-year OS rates were 67.1% and 56.4%, respectively. Multivariate analysis disclosed age > 65 years (hazard ratio [HR] 1.608, 95% confidence interval, [CI] 1.015-2.545; p = 0.043), platelet count < 100,000/mm (HR 1.704, 95% CI 1.027-2.828; p = 0.039), and albumin-bilirubin (ALBI) grade 2 or 3 (HR 2.191, 95% CI 1.261-3.805; p = 0.005) were the independent risk factors predicting worse OS. One-hundred twelve patients had tumor recurrence after undergoing RFA. Multivariate analysis showed that ALBI grade 2 or 3 (HR 1.825, 95% CI 1.288-2.585; p = 0.001) was the only one independent risk factor associated with poor recurrence-free survival (RFS) after RFA. Most of the subgroup analyses also demonstrated that patients with ALBI grade 2 or 3 had poorer OS and RFS than those with ALBI grade 1. CONCLUSION: For patients with BCLC stage 0 HCC, RFA could provide a long-term outcome with a 10-year overall survival rate of 56.4%. Moreover, the ALBI grade can discriminate prognosis in such patients.


Asunto(s)
Bilirrubina/sangre , Carcinoma Hepatocelular/cirugía , Neoplasias Hepáticas/cirugía , Ablación por Radiofrecuencia , Albúmina Sérica/análisis , Anciano , Carcinoma Hepatocelular/sangre , Carcinoma Hepatocelular/mortalidad , Carcinoma Hepatocelular/patología , Femenino , Humanos , Neoplasias Hepáticas/sangre , Neoplasias Hepáticas/mortalidad , Neoplasias Hepáticas/patología , Masculino , Persona de Mediana Edad , Recurrencia Local de Neoplasia , Estadificación de Neoplasias , Estudios Retrospectivos , Tasa de Supervivencia
20.
Clin Imaging ; 51: 192-195, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29859483

RESUMEN

Hemorrhagic complications are the most common major complications that occur after radiofrequency ablation, but hematemesis as a complication after radiofrequency ablation for hepatic tumor has not been mentioned before. A hepatogastric fistula as a delayed complication is also rare. We present the case of a 77-year-old man with severe hematemesis that occurred 2 months after radiofrequency ablation of a liver metastasis of gastric cancer. A ruptured hepatic artery pseudoaneurysm and a hepatogastric fistula were confirmed through serial imaging examinations. The current case is reported in combination with 2 rare major complications after radiofrequency ablation of a liver tumor.


Asunto(s)
Aneurisma Falso/etiología , Ablación por Catéter/efectos adversos , Fístula/etiología , Hematemesis/etiología , Arteria Hepática/patología , Neoplasias Hepáticas/terapia , Estómago/patología , Anciano , Aneurisma Falso/terapia , Ablación por Catéter/métodos , Embolización Terapéutica , Fístula/terapia , Fístula Gástrica/etiología , Fístula Gástrica/terapia , Hematemesis/terapia , Hemostasis , Humanos , Hígado/patología , Neoplasias Hepáticas/secundario , Masculino , Neoplasias Gástricas/patología , Procedimientos Quirúrgicos Vasculares
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