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1.
Liver Cancer ; 12(6): 550-564, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-38058418

RESUMEN

Introduction: Sarcopenia is an adverse prognostic factor in patients with liver cirrhosis and hepatocellular carcinoma (HCC). Image-based sarcopenia assessment allows a standardized method to assess abdominal skeletal muscle. However, which is an index muscle for sarcopenia remains unclear. Therefore, we investigated whether sarcopenia defined according to different muscle groups with computed tomography (CT) scans can predict the prognosis of HCC after radioembolization. Methods: In this retrospective study, we analyzed patients who underwent radioembolization for unresectable HCC between January 2010 and December 2019. Before treatment, the total abdominal muscle (TAM), psoas muscle (PM), and paraspinal muscle (PS) areas were evaluated using a single CT slice at the third lumbar vertebra. In previous studies, sarcopenia was determined using the TAM, PM, and PS after stratifying by sex. Finally, we investigated each muscle-defined sarcopenia to decide whether or not it can serve as a prognostic factor for overall survival (OS). Results: We included 92 patients (74 men and 18 women). TAM, PM, and PS areas were significantly higher in the men than in the women (all p < 0.05). The patients with sarcopenia defined using PM, but not TAM and PS, exhibited significantly poorer OS than those without sarcopenia (median 15.3 vs. 23.8 months, p = 0.034, 0.821, and 0.341, respectively). After adjustment for clinical variables, such as body mass index, liver function, alpha-fetoprotein level, clinical staging, treatment response, and posttreatment curative therapy, PM-defined sarcopenia (hazard ratio: 1.899, 95% confidence interval: 1.087-3.315) remained an independent predictor for the poor OS. Conclusion: CT-assessed sarcopenia defined using PM was an independent prognostic factor for the poorer prognosis of unresectable HCC after radioembolization.

2.
Cancer Lett ; 563: 216192, 2023 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-37088327

RESUMEN

Immune checkpoint inhibitors are groundbreaking resources for cancer therapy. However, only a few patients with hepatocellular carcinoma (HCC) have shown positive responses to anti-PD-1 therapy. Neoantigens are sequence-altered proteins resulting from somatic mutations in cancer. This study identified the neoantigens of Hep-55.1C and Dt81 Hepa1-6 HCCs by comparing their whole exome sequences with those of a normal C57BL/6 mouse liver. Immunogenic long peptides were pooled as peptide vaccines. The vaccination elicited tumor-reactive immune responses in C57BL/6 mice, as demonstrated by IFN-γ ELISPOT and an in vitro killing assay of splenocytes. In the treatment of three mouse HCC models, combined neoantigen vaccination and anti-PD-1 resulted in more significant tumor regression than monotherapies. Flow cytometry of the tumor-infiltrating lymphocytes showed decreased Treg cells and monocytic myeloid-derived suppressor cells, increased CD8+ T cells, enhanced granzyme B expression, and reduced exhaustion-related markers PD-1 and Lag-3 on CD8+ T cells in the combination group. These findings provide a strong rationale for conducting clinical studies of using neoantigen vaccination in combination with anti-PD-1 to treat patients with HCC.


Asunto(s)
Vacunas contra el Cáncer , Carcinoma Hepatocelular , Neoplasias Hepáticas , Animales , Ratones , Carcinoma Hepatocelular/tratamiento farmacológico , Carcinoma Hepatocelular/genética , Neoplasias Hepáticas/genética , Linfocitos T CD8-positivos , Ratones Endogámicos C57BL , Vacunas contra el Cáncer/farmacología
3.
Mol Ther ; 31(7): 2077-2088, 2023 07 05.
Artículo en Inglés | MEDLINE | ID: mdl-37060176

RESUMEN

OBP-301 is an oncolytic adenovirus modified to replicate within cancer cells and lyse them. This open-label, non-comparative, phase I dose-escalation trial aimed to assess its safety and optimal dosage in 20 patients with advanced hepatocellular carcinoma. Good tolerance was shown with a maximum tolerated dose of 6 × 1012 viral particles. The most common treatment-emergent adverse events were influenza-like illness, pyrexia, fatigue, decreased platelet count, abdominal distension, and anemia. Cohorts 4 and 5 had approximately 50% higher levels of CD8+ T cells in the peripheral blood after injection. The best target response occurred in 14 patients, 4 of whom had progressive disease. Multiple intratumoral injections of OBP-301 were well tolerated in patients with advanced hepatocellular carcinoma. The stable disease rate for the injected tumors was greater than the overall response rate, even with no obvious tumor response. OBP-301 might have a greater impact on local response as histological examination revealed that the presence of OBP-301 was consistent with the necrotic area at the injection site. Increased infiltration of CD8+ T cells and <1% PD-L1 expression were observed in tumors after injection. Improved antitumor efficacy might be achieved in future studies via viral injection with volume adjustment and in combination with other immuno-therapeutics.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , Viroterapia Oncolítica , Virus Oncolíticos , Telomerasa , Humanos , Adenoviridae/genética , Carcinoma Hepatocelular/etiología , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/terapia , Línea Celular Tumoral , Viroterapia Oncolítica/efectos adversos , Virus Oncolíticos/genética
4.
Pharmacol Res ; 188: 106646, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36621619

RESUMEN

The efficacy of treatment for advanced hepatocellular carcinoma (HCC) has remained limited. Polyinosinic-polycytidylic acid-poly-L-lysine carboxymethylcellulose (poly-ICLC) is a synthetic double-stranded RNA that serves as a viral mimic and induces an immune response. Intratumoral (IT) poly-ICLC injections can induce an autovaccination effect and prime the immune system, whereas intramuscular (IM) injection of poly-ICLC can attract and maintain tumor-specific cytotoxic T lymphocytes in tumors. We found that IT injection of poly-ICLC upregulated the expression of CD83 and CD86 on conventional type 1 dendritic cells in tumors. Combination therapy with IT followed by IM injections of poly-ICLC significantly inhibited tumor growth and increased the tumor-infiltrating CD8+ T cells in two syngeneic mouse models of HCC. Depletion of CD8+ T cells attenuated the antitumor effect. An IFN-γ enzyme-linked immunospot of purified tumoral CD8+ T cells revealed a significant proportion of tumor-specific T cells. Finally, the sequential poly-ICLC therapy induced abscopal effects in two dual-tumor models. This study provides evidence that the sequential poly-ICLC therapy significantly increased infiltration of tumor-specific CD8+ T cells in the tumors and induced CD8+ T cell-dependent inhibition of tumor growth, as well as abscopal effects.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , Animales , Ratones , Carcinoma Hepatocelular/terapia , Carcinoma Hepatocelular/patología , Carboximetilcelulosa de Sodio , Linfocitos T CD8-positivos , Neoplasias Hepáticas/terapia , Poli I-C , Polilisina , Vacunación
5.
Abdom Radiol (NY) ; 46(10): 4647-4659, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34136936

RESUMEN

OBJECTIVES: To assess the respective diagnostic value of Sonazoid™ and SonoVue® for characterizing FLLs as benign or malignant and the corresponding safety. METHODS: This prospective Phase 3 study was conducted at 17 centres in China and Korea (May 2014 to April 2015); 424 patients (20 to 80 years) with at least 1 untreated focal liver lesion (FLL) (< 10 cm in diameter) underwent a contrast-enhanced ultrasound (CEUS) examination (218 received Sonazoid of 0.12 µL microbubbles/kg; 206 received SonoVue of 2.4 mL). Three independent blinded readers evaluated pre- and post-contrast images characterising the FLLs as benign or malignant. RESULTS: Sonazoid-enhanced and SonoVue-enhanced ultrasound provided a statistically significant improvement in specificity for all 3 readers comparing to unenhanced ultrasound (for Sonazoid: p = 0.0093, < 0.0001, 0.0011; for SonoVue: p = 0.002, 0.03, 0.12, respectively). Difference in accuracy improvement between the 2 groups was within the pre-specified non-inferiority margin of 20% for all 3 readers (6.1%, 95% CI: - 5.0 to 17.2; - 7.5%, 95% CI: - 18.4 to 3.5; - 0.3%, 95% CI: - 11.3 to 10.7). The diagnostic confidence level for all 3 readers increased with post-contrast images relative to pre-contrast images. Both contrast agents were well tolerated. CONCLUSION: Results showed a similar efficacy for Sonazoid™ and SonoVue® in diagnosing FLLs as benign or malignant, and underlined the benefit of CEUS imaging over unenhanced ultrasound imaging in reaching a confident diagnosis without having to refer patients for additional imaging exams.


Asunto(s)
Medios de Contraste , Neoplasias Hepáticas , Compuestos Férricos , Humanos , Hierro , Hígado/diagnóstico por imagen , Neoplasias Hepáticas/diagnóstico por imagen , Óxidos , Fosfolípidos , Estudios Prospectivos , Sensibilidad y Especificidad , Hexafluoruro de Azufre , Ultrasonografía
6.
Clin Mol Hepatol ; 27(2): 305-312, 2021 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-33317239

RESUMEN

BACKGROUND/AIMS: The core needle biopsy (CNB), fine needle aspiration cytology (FNAC) and touch imprint cytology (TIC) are commonly used tools for the diagnosis of hepatic malignancies. However, little is known about the benefits and criteria for selecting appropriate technique among them in clinical practice. We aimed to compare the sensitivity of ultrasound-guided CNB, FNAC, TIC as well as combinations for the diagnosis of hepatic malignancies, and to determine the factors associated with better sensitivity in each technique. METHODS: From January 2018 to December 2019, a total of 634 consecutive patients who received ultrasound-guided liver biopsies at the National Taiwan University Hospital was collected, of whom 235 with confirmed malignant hepatic lesions receiving CNB, FNAC and TIC simultaneously were enrolled for analysis. The clinical and procedural data were compared. RESULTS: The sensitivity of CNB, FNAC and TIC for the diagnosis of malignant hepatic lesions were 93.6%, 71.9%, and 85.1%, respectively. Add-on use of FNAC or TIC to CNB provided additional sensitivity of 2.1% and 0.4%, respectively. FNAC exhibited a significantly higher diagnostic rate in the metastatic cancers (P=0.011), hyperechoic lesions on ultrasound (P=0.028), and those with depth less than 4.5 cm from the site of needle insertion (P=0.036). CONCLUSION: The sensitivity of CNB is superior to that of FNAC and TIC for the diagnosis of hepatic malignancies. Nevertheless, for shallow (depth <4.5 cm) and hyperechoic lesions not typical for primary liver cancers, FNAC alone provides excellent sensitivity.


Asunto(s)
Neoplasias Hepáticas , Biopsia con Aguja Fina , Biopsia con Aguja Gruesa , Humanos , Sensibilidad y Especificidad , Ultrasonografía
8.
J Hepatol ; 73(1): 121-129, 2020 07.
Artículo en Inglés | MEDLINE | ID: mdl-32165253

RESUMEN

BACKGROUND & AIMS: Few studies have been conducted to compare the efficacies of stereotactic body radiation therapy (SBRT) and radiofrequency ablation (RFA). Thus, in this multinational study, we compared the effectiveness of SBRT and RFA in patients with unresectable HCC. METHODS: The retrospective study cohort included 2,064 patients treated in 7 hospitals: 1,568 and 496 in the RFA and SBRT groups, respectively. More than half of the patients (56.5%) developed recurrent tumors, mainly after transarterial chemoembolization (44.8%). Propensity score matching was performed to adjust for clinical factors (n = 313 in each group). RESULTS: At baseline, the SBRT group had unfavorable clinical features compared to the RFA group, including BCLC stage (B-C 65% vs. 16%), tumor size (median 3.0 cm vs. 1.9 cm), and frequent history of liver-directed treatment (81% vs. 49%, all p <0.001). With a median follow-up of 27.7 months, the 3-year cumulative local recurrence rates in the SBRT and RFA groups were 21.2% and 27.9%, respectively (p <0.001). After adjusting for clinical factors, SBRT was related to a significantly lower risk of local recurrence than RFA in both the entire (hazard ratio [HR] 0.45, p <0.001) and matched (HR 0.36, p <0.001) cohorts. In subgroup analysis, SBRT was associated with superior local control in small tumors (≤3 cm) irrespective of location, large tumors located in the subphrenic region, and those that progressed after transarterial chemoembolization. Acute grade ≥3 toxicities occurred in 1.6% and 2.6% of the SBRT and RFA patients, respectively (p = 0.268). CONCLUSIONS: SBRT could be an effective alternative to RFA for unresectable HCC, particularly for larger tumors (>3 cm) in a subphrenic location and tumors that have progressed after transarterial chemoembolization. LAY SUMMARY: It is currently not known what the best treatment option is for patients with unresectable hepatocellular carcinoma. Here, we show that stereotactic body radiation therapy provides better local control than radiofrequency ablation, with comparable toxicities. Stereotactic body radiation therapy appears to be an effective alternative to radiofrequency ablation that should be considered when there is a higher risk of local recurrence or toxicity after radiofrequency ablation.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , Recurrencia Local de Neoplasia , Ablación por Radiofrecuencia , Radiocirugia , Asia/epidemiología , Carcinoma Hepatocelular/epidemiología , Carcinoma Hepatocelular/patología , Carcinoma Hepatocelular/terapia , Quimioembolización Terapéutica/efectos adversos , Quimioembolización Terapéutica/estadística & datos numéricos , Femenino , Humanos , Neoplasias Hepáticas/epidemiología , Neoplasias Hepáticas/patología , Neoplasias Hepáticas/terapia , Masculino , Persona de Mediana Edad , Clasificación del Tumor , Recurrencia Local de Neoplasia/diagnóstico , Recurrencia Local de Neoplasia/epidemiología , Estadificación de Neoplasias , Pronóstico , Ablación por Radiofrecuencia/efectos adversos , Ablación por Radiofrecuencia/métodos , Ablación por Radiofrecuencia/estadística & datos numéricos , Radiocirugia/efectos adversos , Radiocirugia/métodos , Radiocirugia/estadística & datos numéricos , Estudios Retrospectivos , Medición de Riesgo/métodos , Factores de Riesgo , Resultado del Tratamiento , Carga Tumoral
11.
Cancer Nurs ; 40(3): 245-254, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-27281033

RESUMEN

BACKGROUND: Age might affect the change in care needs in patients with hepatocellular carcinoma after treatment during their transition process from hospital to home. However, there have been no studies that focus on this. OBJECTIVE: The aim of this study is to examine changes in unmet supportive care needs in young (<65 years old) and elderly (≥65 years old) groups of patients with hepatocellular carcinoma from before discharge to 2 months after discharge. METHODS: A longitudinal prospective study design was used with recruited participants at a teaching hospital in Taiwan. Data were collected 3 times: within 3 days before discharge and at 1 and 2 months after discharge. A set of questionnaires was used to assess participants' levels of supportive care needs, symptom distress, anxiety, and depression. RESULTS: A total of 104 patients completed the data collection process. Supportive care needs decreased monthly after discharge, with health system and information being the domain with the highest level of unmet needs in the 2 groups. The young group had a higher level of overall unmet needs before discharge, but they had a lower level of overall needs compared with the elderly group after 2 months of discharge. CONCLUSIONS: Age could be a significant potential factor to affect change in unmet needs during transition. IMPLICATIONS FOR PRACTICE: Comprehensive assessment in care needs especially in the health system and information and physical and daily living domains before discharge is recommended to design personalized education programs before discharge.


Asunto(s)
Carcinoma Hepatocelular/terapia , Necesidades y Demandas de Servicios de Salud , Servicios de Atención de Salud a Domicilio , Neoplasias Hepáticas/terapia , Alta del Paciente , Apoyo Social , Cuidado de Transición , Factores de Edad , Anciano , Femenino , Hospitales de Enseñanza , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Encuestas y Cuestionarios , Taiwán
12.
IEEE J Biomed Health Inform ; 19(3): 1036-43, 2015 May.
Artículo en Inglés | MEDLINE | ID: mdl-25222960

RESUMEN

A description of patient conditions should consist of the changes in and combination of clinical measures. Traditional data-processing method and classification algorithms might cause clinical information to disappear and reduce prediction performance. To improve the accuracy of clinical-outcome prediction by using multiple measurements, a new multiple-time-series data-processing algorithm with period merging is proposed. Clinical data from 83 hepatocellular carcinoma (HCC) patients were used in this research. Their clinical reports from a defined period were merged using the proposed merging algorithm, and statistical measures were also calculated. After data processing, multiple measurements support vector machine (MMSVM) with radial basis function (RBF) kernels was used as a classification method to predict HCC recurrence. A multiple measurements random forest regression (MMRF) was also used as an additional evaluation/classification method. To evaluate the data-merging algorithm, the performance of prediction using processed multiple measurements was compared to prediction using single measurements. The results of recurrence prediction by MMSVM with RBF using multiple measurements and a period of 120 days (accuracy 0.771, balanced accuracy 0.603) were optimal, and their superiority to the results obtained using single measurements was statistically significant (accuracy 0.626, balanced accuracy 0.459, P < 0.01). In the cases of MMRF, the prediction results obtained after applying the proposed merging algorithm were also better than single-measurement results (P < 0.05). The results show that the performance of HCC-recurrence prediction was significantly improved when the proposed data-processing algorithm was used, and that multiple measurements could be of greater value than single.


Asunto(s)
Algoritmos , Minería de Datos/métodos , Modelos Estadísticos , Estudios de Tiempo y Movimiento , Bases de Datos Factuales , Humanos , Informática Médica , Reproducibilidad de los Resultados , Máquina de Vectores de Soporte
13.
Liver Cancer ; 4(4): 215-27, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26734577

RESUMEN

Current novel imaging techniques in the diagnosis of hepatocellular carcinoma (HCC), with the latest evidence in this field, was discussed at the Asia-Pacific Primary Liver Cancer Expert (APPLE) meeting held in Taipei, Taiwan, in July 2014. Based on their expertise in a specific area of research, the novel imaging group comprised 12 participants from Japan, South Korea, Taiwan, and China and it included 10 abdominal radiologists, one hepatologist, and one pathologist. The expert participants discussed topics related to HCC imaging that were divided into four categories: (i) detection method, (ii) diagnostic method, (iii) evaluation method, and (iv) functional method. Consensus was reached on 10 statements; specific comments on each statement were provided to explain the rationale for the voting results and to suggest future research directions.

14.
Comput Methods Programs Biomed ; 117(3): 425-34, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25278224

RESUMEN

BACKGROUND AND OBJECTIVE: Recurrence of hepatocellular carcinoma (HCC) is an important issue despite effective treatments with tumor eradication. Identification of patients who are at high risk for recurrence may provide more efficacious screening and detection of tumor recurrence. The aim of this study was to develop recurrence predictive models for HCC patients who received radiofrequency ablation (RFA) treatment. METHODS: From January 2007 to December 2009, 83 newly diagnosed HCC patients receiving RFA as their first treatment were enrolled. Five feature selection methods including genetic algorithm (GA), simulated annealing (SA) algorithm, random forests (RF) and hybrid methods (GA+RF and SA+RF) were utilized for selecting an important subset of features from a total of 16 clinical features. These feature selection methods were combined with support vector machine (SVM) for developing predictive models with better performance. Five-fold cross-validation was used to train and test SVM models. RESULTS: The developed SVM-based predictive models with hybrid feature selection methods and 5-fold cross-validation had averages of the sensitivity, specificity, accuracy, positive predictive value, negative predictive value, and area under the ROC curve as 67%, 86%, 82%, 69%, 90%, and 0.69, respectively. CONCLUSIONS: The SVM derived predictive model can provide suggestive high-risk recurrent patients, who should be closely followed up after complete RFA treatment.


Asunto(s)
Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/radioterapia , Ablación por Catéter/métodos , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/radioterapia , Máquina de Vectores de Soporte , Anciano , Femenino , Humanos , Masculino , Informática Médica/métodos , Persona de Mediana Edad , Modelos Teóricos , Valor Predictivo de las Pruebas , Curva ROC , Ondas de Radio , Recurrencia , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
15.
World J Gastroenterol ; 20(17): 5060-5, 2014 May 07.
Artículo en Inglés | MEDLINE | ID: mdl-24803819

RESUMEN

AIM: To investigate whether hepatitis B virus (HBV) and hepatitis C virus (HCV) increase risk of pancreatic ductal adenocarcinoma (PDAC). METHODS: We recruited 585 patients with cytological and/or pathologically confirmed PDAC in National Taiwan University Hospital from September 2000 to September 2013, and 1716 age-, sex-, and race-matched controls who received a screening program in a community located in Northern Taiwan. Blood samples were tested for the presence of HCV antibodies (anti-HCV), HBV surface antigen (HBsAg), antibodies against HBsAg (anti-HBs), and hepatitis B core antigen (anti-HBc) in all cases and controls. The odds ratio (OR) of PDAC was estimated by logistic regression analysis with adjustment diabetes mellitus (DM) and smoking. RESULTS: HBsAg was positive in 73 cases (12.5%) and 213 controls (12.4%). Anti-HCV was positive in 22 cases (3.8%) and 45 controls (2.6%). Anti-HBs was positive in 338 cases (57.8%) and 1047 controls (61.0%). The estimated ORs of PDAC in multivariate analysis were as follows: DM, 2.08 (95%CI: 1.56-2.76, P < 0.001), smoking, 1.36 (95%CI: 1.02-1.80, P = 0.035), HBsAg(+)/anti-HBc(+)/anti-HBs(-), 0.89 (95%CI: 0.89-1.68, P = 0.219), HBsAg(-)/anti-HBc(+)/anti-HBs(+), 1.03 (95%CI: 0.84-1.25, P = 0.802). CONCLUSION: HBV and HCV infection are not associated with risk of PDCA after adjustment for age, sex, DM and smoking, which were independent risk factors of PDAC.


Asunto(s)
Carcinoma Ductal Pancreático/epidemiología , Hepacivirus/patogenicidad , Virus de la Hepatitis B/patogenicidad , Hepatitis B/epidemiología , Hepatitis C/epidemiología , Neoplasias Pancreáticas/epidemiología , Factores de Edad , Anciano , Biomarcadores/sangre , Carcinoma Ductal Pancreático/diagnóstico , Carcinoma Ductal Pancreático/virología , Distribución de Chi-Cuadrado , Diabetes Mellitus/epidemiología , Femenino , Hepacivirus/inmunología , Hepatitis B/diagnóstico , Anticuerpos contra la Hepatitis B/sangre , Antígenos del Núcleo de la Hepatitis B/inmunología , Antígenos de Superficie de la Hepatitis B/sangre , Virus de la Hepatitis B/inmunología , Hepatitis C/diagnóstico , Anticuerpos contra la Hepatitis C/sangre , Humanos , Modelos Logísticos , Masculino , Persona de Mediana Edad , Análisis Multivariante , Oportunidad Relativa , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/virología , Estudios Retrospectivos , Medición de Riesgo , Factores de Riesgo , Factores Sexuales , Fumar/efectos adversos , Fumar/epidemiología , Taiwán/epidemiología
16.
Telemed J E Health ; 19(9): 704-10, 2013 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-23869395

RESUMEN

OBJECTIVE: To provide an efficient way for tracking patients' condition over long periods of time and to facilitate the collection of clinical data from different types of narrative reports, it is critical to develop an efficient method for smoothly analyzing the clinical data accumulated in narrative reports. MATERIALS AND METHODS: To facilitate liver cancer clinical research, a method was developed for extracting clinical factors from various types of narrative clinical reports, including ultrasound reports, radiology reports, pathology reports, operation notes, admission notes, and discharge summaries. An information extraction (IE) module was developed for tracking disease progression in liver cancer patients over time, and a rule-based classifier was developed for answering whether patients met the clinical research eligibility criteria. The classifier provided the answers and direct/indirect evidence (evidence sentences) for the clinical questions. To evaluate the implemented IE module and the classifier, the gold-standard annotations and answers were developed manually, and the results of the implemented system were compared with the gold standard. RESULTS: The IE model achieved an F-score from 92.40% to 99.59%, and the classifier achieved accuracy from 96.15% to 100%. CONCLUSIONS: The application was successfully applied to the various types of narrative clinical reports. It might be applied to the key extraction for other types of cancer patients.


Asunto(s)
Minería de Datos/métodos , Registros Electrónicos de Salud , Estado de Salud , Neoplasias Hepáticas , Progresión de la Enfermedad , Femenino , Humanos , Masculino , Modelos Teóricos , Procesamiento de Lenguaje Natural , Taiwán
17.
JMIR Med Inform ; 1(1): e2, 2013 Oct 08.
Artículo en Inglés | MEDLINE | ID: mdl-25600078

RESUMEN

BACKGROUND: Because of the increased adoption rate of electronic medical record (EMR) systems, more health care records have been increasingly accumulating in clinical data repositories. Therefore, querying the data stored in these repositories is crucial for retrieving the knowledge from such large volumes of clinical data. OBJECTIVE: The aim of this study is to develop a Web-based approach for enriching the capabilities of the data-querying system along the three following considerations: (1) the interface design used for query formulation, (2) the representation of query results, and (3) the models used for formulating query criteria. METHODS: The Guideline Interchange Format version 3.5 (GLIF3.5), an ontology-driven clinical guideline representation language, was used for formulating the query tasks based on the GLIF3.5 flowchart in the Protégé environment. The flowchart-based data-querying model (FBDQM) query execution engine was developed and implemented for executing queries and presenting the results through a visual and graphical interface. To examine a broad variety of patient data, the clinical data generator was implemented to automatically generate the clinical data in the repository, and the generated data, thereby, were employed to evaluate the system. The accuracy and time performance of the system for three medical query tasks relevant to liver cancer were evaluated based on the clinical data generator in the experiments with varying numbers of patients. RESULTS: In this study, a prototype system was developed to test the feasibility of applying a methodology for building a query execution engine using FBDQMs by formulating query tasks using the existing GLIF. The FBDQM-based query execution engine was used to successfully retrieve the clinical data based on the query tasks formatted using the GLIF3.5 in the experiments with varying numbers of patients. The accuracy of the three queries (ie, "degree of liver damage," "degree of liver damage when applying a mutually exclusive setting," and "treatments for liver cancer") was 100% for all four experiments (10 patients, 100 patients, 1000 patients, and 10,000 patients). Among the three measured query phases, (1) structured query language operations, (2) criteria verification, and (3) other, the first two had the longest execution time. CONCLUSIONS: The ontology-driven FBDQM-based approach enriched the capabilities of the data-querying system. The adoption of the GLIF3.5 increased the potential for interoperability, shareability, and reusability of the query tasks.

18.
Oncologist ; 17(5): 732-9, 2012.
Artículo en Inglés | MEDLINE | ID: mdl-22511265

RESUMEN

OBJECTIVE: To (a) explore changes in physical and psychological distress and quality of life (QOL) and (b) identify the significant pre- and postdischarge factors related to changes in physical and mental domains of QOL over a period of 2 months in patients with hepatocellular carcinoma receiving one course of transarterial chemoembolization (TACE) treatment. METHODS: A longitudinal prospective design was used, with participants recruited from a teaching hospital in Northern Taiwan. Data were collected three times: within 3 days prior to discharge (T0) and at the fourth (T1) and eighth (T2) weeks after discharge. A set of structured questionnaires was used to assess participants' QOL, symptom distress, anxiety, and depression. Changes in QOL and associated factors were examined using generalized estimating equations. RESULTS: Eighty-nine patients were included in this study. Fatigue was reported to be the most distressful symptom after treatment. Overall QOL improved monthly after discharge. Change in physical QOL 2 months after TACE treatment was associated with age, diagnosis status, level of symptom distress, and depression after discharge. Change in mental QOL was significantly associated with gender, diagnosis status, and anxiety and depression after discharge. CONCLUSIONS: Health care providers should pay special attention to patients of older age, those who are male, and those who have higher levels of depression and anxiety after discharge. Designing personalized education programs before discharge for patients with newly diagnosed cancer versus those who have recurrent disease is suggested to help patients maintain a better QOL after discharge.


Asunto(s)
Carcinoma Hepatocelular/terapia , Quimioembolización Terapéutica/métodos , Neoplasias Hepáticas/terapia , Carcinoma Hepatocelular/fisiopatología , Carcinoma Hepatocelular/psicología , Quimioembolización Terapéutica/efectos adversos , Femenino , Humanos , Neoplasias Hepáticas/fisiopatología , Neoplasias Hepáticas/psicología , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Calidad de Vida , Encuestas y Cuestionarios
19.
J Gastroenterol Hepatol ; 27(4): 677-83, 2012 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-21793909

RESUMEN

BACKGROUND AND AIM: Hepatocellular carcinoma (HCC) is the leading cause of cancer-related deaths in Taiwan. HCC with duodenal involvement are rare and are associated with a poor prognosis. The purpose of this retrospective study was to collect clinical information and data regarding survival following various treatments. METHODS: Between 1996 and 2009, 21 cases (17 men) were diagnosed with HCC and duodenal invasion and metastases by diagnostic imaging, endoscopy with biopsy, or surgically collected specimens sent to pathology. The clinical course was analyzed from the patients' medical records. RESULTS: Gastrointestinal bleeding was reported in 18/21 patients. Diagnostic imaging showed that the majority of cases involved direct tumor invasion (predominantly from the right liver lobe) and six cases from metastasis. Tumor mass and ulcerations were the most common features noted on endoscopy. In addition to the component therapy and medication treatment, panendoscopic hemostasis, surgery, transcatheter arterial embolization, and radiotherapy were performed for the management of duodenal involvement and gastrointestinal bleeding. Survival duration after duodenal involvement ranged from 0.2 to 57.8 months (mean 10.5 months). CONCLUSIONS: Gastrointestinal bleeding in advanced HCC should raise suspicions of duodenal involvement. HCC can involve the duodenum by direct invasion (from either the left or right liver lobes) or metastasis. The prognosis for HCC patients with duodenal involvement is poor, but is improved by supportive care and application of various treatment modalities.


Asunto(s)
Carcinoma Hepatocelular/patología , Neoplasias Duodenales/secundario , Hemorragia Gastrointestinal/etiología , Neoplasias Hepáticas/patología , Adulto , Anciano , Anciano de 80 o más Años , Biopsia , Carcinoma Hepatocelular/terapia , Neoplasias Duodenales/complicaciones , Neoplasias Duodenales/diagnóstico , Neoplasias Duodenales/terapia , Endoscopía Gastrointestinal , Femenino , Hemorragia Gastrointestinal/terapia , Humanos , Neoplasias Hepáticas/terapia , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Invasividad Neoplásica , Estudios Retrospectivos , Análisis de Supervivencia , Tomografía Computarizada por Rayos X
20.
Clin Cancer Res ; 15(18): 5820-8, 2009 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-19737956

RESUMEN

PURPOSE: Sorafenib has proved survival benefit for patients with advanced hepatocellular carcinoma (HCC). This study explored whether the efficacy of sorafenib can be improved by adding the mitogen-activated protein kinase/extracellular signal-regulated kinase (ERK) kinase (MEK) inhibitor CI-1040 to vertically block the Raf/MEK/ERK pathway. EXPERIMENTAL DESIGN: The growth inhibitory effects of sorafenib and CI-1040 were tested in HCC cell lines (Huh-7 and Hep3B) and human umbilical vascular endothelial cells (HUVEC). The potential synergistic growth inhibitory effects were measured by median effect analysis. Apoptosis was measured by flow cytometry. The effects on ERK phosphorylation and levels of apoptosis regulatory proteins were measured by Western blotting. The in vivo antitumor activity of sorafenib and CI-1040 were tested in xenograft HCC models. RESULTS: Combination of sorafenib and CI-1040 synergistically inhibited ERK phosphorylation and cell growth and induced apoptosis in both HCC cells and HUVECs. Increased expression of Bim protein, which correlated with the extent of ERK inhibition, was found in both HCC cells and HUVECs. Knockdown of Bim expression by small interfering RNA partially abrogated the synergistic proapoptotic effects of sorafenib and CI-1040. Combination therapy inhibited tumor growth significantly better than either single agent in the xenograft models. CONCLUSION: The antitumor effects of sorafenib in HCC can be improved by vertical blockade of Raf/MEK/ERK signaling with CI-1040.


Asunto(s)
Antineoplásicos/farmacología , Proteínas Reguladoras de la Apoptosis/biosíntesis , Benzamidas/farmacología , Bencenosulfonatos/farmacología , Carcinoma Hepatocelular/patología , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Neoplasias Hepáticas/patología , Proteínas de la Membrana/biosíntesis , Proteínas Proto-Oncogénicas/biosíntesis , Piridinas/farmacología , Apoptosis/efectos de los fármacos , Proteínas Reguladoras de la Apoptosis/antagonistas & inhibidores , Proteínas Reguladoras de la Apoptosis/genética , Proteína 11 Similar a Bcl2 , Carcinoma Hepatocelular/enzimología , Carcinoma Hepatocelular/metabolismo , Supervivencia Celular/efectos de los fármacos , Ensayos de Selección de Medicamentos Antitumorales , Sinergismo Farmacológico , Células Endoteliales/efectos de los fármacos , Quinasas MAP Reguladas por Señal Extracelular/antagonistas & inhibidores , Quinasas MAP Reguladas por Señal Extracelular/metabolismo , Citometría de Flujo , Humanos , Neoplasias Hepáticas/enzimología , Neoplasias Hepáticas/metabolismo , Proteínas de la Membrana/antagonistas & inhibidores , Proteínas de la Membrana/genética , Quinasas de Proteína Quinasa Activadas por Mitógenos/antagonistas & inhibidores , Quinasas de Proteína Quinasa Activadas por Mitógenos/metabolismo , Niacinamida/análogos & derivados , Compuestos de Fenilurea , Fosforilación , Proteínas Proto-Oncogénicas/antagonistas & inhibidores , Proteínas Proto-Oncogénicas/genética , ARN Interferente Pequeño/farmacología , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Sorafenib , Células Tumorales Cultivadas , Quinasas raf/antagonistas & inhibidores , Quinasas raf/metabolismo
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