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1.
Artículo en Inglés | MEDLINE | ID: mdl-37035453

RESUMEN

Aim: To describe demographic, clinical, and outcome differences in Pacific Island-born (PI-born) compared to US-born hepatocellular carcinoma (HCC) patients of Pacific Island ancestry within a clinical cohort in Hawaii. Methods: A prospectively collected database of 1608 patients diagnosed with HCC over a 30-year period (1993-2022) identified 252 patients of Pacific Islander ethnicity. Data collected: demographics, medical history, laboratory data, tumor characteristics, treatment, and survival. Patients were divided into two groups: PI-born and US-born. Categorical variables were analyzed using ANOVA and chi-square analysis. Odds ratios with 95% confidence intervals were calculated using univariate and multivariate logistic regression. Overall survival was evaluated using Kaplan-Meier analysis. Results: PI-born patients were younger (57.3 vs. 61.8 years, P = 0.002) and more likely to have hepatitis B (OR 14.10, 7.50-26.50) and underlying cirrhosis (OR 2.28, 1.17-4.45). In comparison, US-born patients had a significantly higher likelihood of Hepatitis C, nonalcoholic steatohepatitis/nonalcoholic fatty liver disease, history of non-HCC cancer, and positive smoking history compared to PI-born patients. PI-born patients were more likely to forego treatment (OR 3.22, 1.77-5.87) and be lost to follow-up (OR 9.21, 1.97-43.03). Both groups were equally likely to have the opportunity for curative surgical treatment (liver resection or transplant). US-born status was associated with higher mortality risk, while transplantation was associated with lower mortality risk. The PI-born cohort demonstrated higher overall survival at 3 and 5 years compared to US-born. Conclusion: HBV remains the primary risk factor for HCC in PI-born patients, whereas HCC in US-born patients is more associated with the adoption of a Westernized lifestyle.

2.
J Am Coll Surg ; 237(3): 568-577, 2023 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-37102575

RESUMEN

BACKGROUND: Multifocal hepatocellular carcinoma (HCC) differs biologically and immunologically from single-nodule HCC. Asian and European guidelines consider liver transplantation (LT) and partial hepatectomy (PH) as effective for T2 multifocal HCC, with preference toward LT, but few US studies compare these treatments directly. This propensity score-based observational study uses an established national cancer outcomes registry to compare overall survival in patients undergoing PH and LT for multifocal HCC. STUDY DESIGN: Data from the 2020 National Cancer Database were obtained on patients who underwent LT or PH for multifocal stage 2 HCC within Milan criteria and without vascular invasion. Propensity score matching and Cox regression analysis was applied to evaluate overall survival in an observational cohort balanced by age, sex, treatment facility type, treatment year, prothrombin time, α-fetoprotein, comorbidity burden, liver fibrosis severity, and pretreatment creatinine and bilirubin levels. RESULTS: Of 21,248 T2 HCC patients identified, 6,744 had multifocal tumors with largest tumor diameter <3 cm without major vascular invasion, with 1,267 and 181 having undergone LT and PH, respectively. Propensity score-matched Cox regression analysis associated LT with a hazard ratio of 0.39 (95% CI 0.30 to 0.50) relative to PH. Landmark analyses to account for a longer interval to LT demonstrated survival benefits of similar magnitude. CONCLUSIONS: Although early-stage HCC can be effectively treated with either LT or PH, propensity score-matched analysis comparatively shows a survival benefit for LT in patients with multifocal HCC who are within the Milan criteria.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , Trasplante de Hígado , Humanos , Carcinoma Hepatocelular/cirugía , Carcinoma Hepatocelular/patología , Neoplasias Hepáticas/patología , Hepatectomía , Puntaje de Propensión , Análisis de Supervivencia , Estudios Retrospectivos , Recurrencia Local de Neoplasia/cirugía
3.
JCO Clin Cancer Inform ; 7: e2200140, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36608311

RESUMEN

PURPOSE: To apply target trial emulation to explore the potential impact of eligibility criteria on the primary outcome of a randomized controlled trial. METHODS: Simulations of a real-world explanatory trial of transarterial radioembolization for advanced unresectable hepatocellular carcinoma with portal vein invasion were performed to examine the effects of cohort specification on survival outcomes and patient sample size. Simulations comprised 24 different permutations of the trial varied on three disease nonspecific eligibility parameters. Treatment and control arms for these emulated trials were drawn from the National Cancer Database and matched by treatment propensity. Target trial emulation served as the causal framework for this analysis, allowing the architecture of a true controlled experiment to address forms of bias routinely encountered in comparative effectiveness studies involving real-world observational data. RESULTS: Twenty-four propensity score-matched cohorts comprising a wider clinical spectrum of patients than specified by the original target trial were successfully generated using the National Cancer Database. The arms for each of the emulated trials demonstrated exchangeability across all eligibility criteria and other clinical covariates. Significant treatment benefits were associated with only a narrow range of eligibility criteria, indicating that the original target trial was well specified. CONCLUSION: The impact of patient selection on treatment outcomes can be studied using target trial emulation. This analytical framework can furthermore serve to leverage existing real-world data to inform the task of cohort specification for a randomized controlled trial, facilitating a more data-driven approach for this important step in clinical trial design.


Asunto(s)
Neoplasias , Humanos , Neoplasias/terapia , Sesgo , Tamaño de la Muestra
5.
J Vasc Interv Radiol ; 32(9): 1258-1266.e6, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34242775

RESUMEN

PURPOSE: To examine National Cancer Database (NCDB) data to comparatively evaluate overall survival (OS) between patients undergoing transarterial radioembolization (TARE) and those undergoing systemic therapy for hepatocellular carcinoma with major vascular invasion (HCC-MVI). METHODS: One thousand five hundred fourteen patients with HCC-MVI undergoing first-line TARE or systemic therapy were identified from the NCDB. OS was compared using propensity score-matched Cox regression and landmark analysis. Efficacy was also compared within a target trial framework. RESULTS: TARE usage doubled between 2010 and 2015. Intervals before treatment were longer for TARE than for systemic therapy (mean [median], 66.5 [60] days vs 46.8 (35) days, respectively, P < .0001). In propensity-score-matched and landmark-time-adjusted analyses, TARE was found to be associated with a hazard ratio of 0.74 (95 % CI, 0.60-0.91; P = .005) and median OS of 7.1 months (95 % CI, 5.0-10.5) versus 4.9 months (95 % CI, 3.9-6.5) for systemically treated patients. In an emulated target trial involving 236 patients with unilobular HCC-MVI, a low number of comorbidities, creatinine levels <2.0 mg/dL, bilirubin levels <2.0 mg/dL, and international normalized ratio <1.7, TARE was found to be associated with a hazard ratio of 0.57 (95 % CI, 0.39-0.83; P = .004) and a median OS of 12.9 months (95 % CI, 7.6-19.2) versus 6.5 months (95 % CI, 3.6-11.1) for the systemic therapy arm. CONCLUSIONS: In propensity-score-matched analyses involving pragmatic and target trial HCC-MVI cohorts, TARE was found to be associated with significant survival benefits compared with systemic therapy. Although not a substitute for prospective trials, these findings suggest that the increasing use of TARE for HCC-MVI is accompanied by improved OS. Further trials of TARE in patients with HCC-MVI are needed, especially to compare with newer systemic therapies.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , Carcinoma Hepatocelular/radioterapia , Humanos , Neoplasias Hepáticas/terapia , Puntaje de Propensión , Estudios Prospectivos , Radioisótopos de Itrio
6.
Artículo en Inglés | MEDLINE | ID: mdl-33553649

RESUMEN

Mutations involving CTNNB1, the gene encoding beta-catenin, and other molecular alterations that affect the Wnt/beta-catenin signaling pathway are exceptionally common in hepatocellular carcinoma. Several of these alterations have also been associated with scarcity of immune cells in the tumor microenvironment and poor clinical response to immune checkpoint inhibitor therapy. In light of these associations, tumor biomarkers of beta-catenin status could have the potential to serve as clinical predictors of immunotherapy outcome. This editorial review article summarizes recent pre-clinical and clinical research pertaining to associations between beta-catenin activation and diminished anti-tumor immunity. Potential non-invasive biomarkers that may provide a window into this oncogenic mechanism of immune evasion are also presented and discussed.

7.
HPB (Oxford) ; 23(7): 1054-1060, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33229278

RESUMEN

BACKGROUND: Hepatocellular carcinoma (HCC) is one of the few cancers that can be diagnosed based on imaging findings alone. The factors associated with the decision to perform a biopsy and the clinical impact have not been previously studied. METHODS: We collected data of patients diagnosed with HCC between 2004 and 2015 from the National Cancer Database. We assessed associations between biopsy and survival with demographic and clinical factors. RESULTS: We included 160,507 patients. The median age was 62 (40-90), 74.1% were male and 74.9% were white. Over the 12-year period, 47.7% (76,524/160,517) underwent a biopsy. Factors associated with a biopsy were black race, older age, presence of metastatic disease, larger tumor size, and treatment at a community cancer center. Factors associated with increased mortality were older age, higher comorbidity index, larger tumor size, presence of metastatic disease, higher AFP and elevated bilirubin. There was a significant decreased use of biopsy over successive years (2007-2015). After adjusting for prognostic factors, biopsy had no significant impact on survival HR 1.01 (95%CI 1.00-1.03. p = 0.07). CONCLUSIONS: A significant number of patients underwent a biopsy. Performing a biopsy did not have a significant impact on survival.


Asunto(s)
Carcinoma Hepatocelular , Neoplasias Hepáticas , Anciano , Biopsia , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , alfa-Fetoproteínas/análisis
8.
BMC Med ; 18(1): 144, 2020 06 05.
Artículo en Inglés | MEDLINE | ID: mdl-32498677

RESUMEN

BACKGROUND: Accurate and noninvasive diagnosis and staging of liver fibrosis are essential for effective clinical management of chronic liver disease (CLD). We aimed to identify serum metabolite markers that reliably predict the stage of fibrosis in CLD patients. METHODS: We quantitatively profiled serum metabolites of participants in 2 independent cohorts. Based on the metabolomics data from cohort 1 (504 HBV associated liver fibrosis patients and 502 normal controls, NC), we selected a panel of 4 predictive metabolite markers. Consequently, we constructed 3 machine learning models with the 4 metabolite markers using random forest (RF), to differentiate CLD patients from normal controls (NC), to differentiate cirrhosis patients from fibrosis patients, and to differentiate advanced fibrosis from early fibrosis, respectively. RESULTS: The panel of 4 metabolite markers consisted of taurocholate, tyrosine, valine, and linoelaidic acid. The RF models of the metabolite panel demonstrated the strongest stratification ability in cohort 1 to diagnose CLD patients from NC (area under the receiver operating characteristic curve (AUROC) = 0.997 and the precision-recall curve (AUPR) = 0.994), to differentiate fibrosis from cirrhosis (0.941, 0.870), and to stage liver fibrosis (0.918, 0.892). The diagnostic accuracy of the models was further validated in an independent cohort 2 consisting of 300 CLD patients with chronic HBV infection and 90 NC. The AUCs of the models were consistently higher than APRI, FIB-4, and AST/ALT ratio, with both greater sensitivity and specificity. CONCLUSIONS: Our study showed that this 4-metabolite panel has potential usefulness in clinical assessments of CLD progression in patients with chronic hepatitis B virus infection.


Asunto(s)
Biomarcadores/sangre , Hepatitis B Crónica/complicaciones , Cirrosis Hepática/diagnóstico , Adulto , China , Estudios de Cohortes , Femenino , Hepatitis B Crónica/sangre , Humanos , Cirrosis Hepática/sangre , Masculino , Sensibilidad y Especificidad
9.
Diagnostics (Basel) ; 9(4)2019 Oct 29.
Artículo en Inglés | MEDLINE | ID: mdl-31671805

RESUMEN

BACKGROUND: Hepatocellular carcinoma (HCC) pathogenesis involves the alteration of multiple liver-specific metabolic pathways. We systematically profiled cancer- and liver-related classes of metabolites in HCC and adjacent liver tissues and applied supervised machine learning to compare their potential yield for HCC biomarkers. METHODS: Tumor and corresponding liver tissue samples were profiled as follows: Bile acids by ultra-performance liquid chromatography (LC) coupled to tandem mass spectrometry (MS), phospholipids by LC-MS/MS, and other small molecules including free fatty acids by gas chromatography-time of flight MS. The overall classification performance of metabolomic signatures derived by support vector machine (SVM) and random forests machine learning algorithms was then compared across classes of metabolite. RESULTS: For each metabolite class, there was a plateau in classification performance with signatures of 10 metabolites. Phospholipid signatures consistently showed the highest discrimination for HCC followed by signatures derived from small molecules, free fatty acids, and bile acids with area under the receiver operating characteristic curve (AUC) values of 0.963, 0.934, 0.895, 0.695, respectively, for SVM-generated signatures comprised of 10 metabolites. Similar classification performance patterns were observed with signatures derived by random forests. CONCLUSION: Membrane phospholipids are a promising source of tissue biomarkers for discriminating between HCC tumor and liver tissue.

10.
Br J Pharmacol ; 176(16): 2848-2863, 2019 08.
Artículo en Inglés | MEDLINE | ID: mdl-31077342

RESUMEN

BACKGROUND AND PURPOSE: Ursodeoxycholic acid (UDCA) is the first-line treatment for primary biliary cholangitis, but its effects on the enterohepatic circulation of bile acid (BA) have been under-investigated. Therefore, we studied the influence of UDCA on BA enterohepatic circulation in vivo and the mechanisms by which UDCA affects the BA kinetics. EXPERIMENTAL APPROACH: Mice were treated with UDCA and other BAs to observe changes in BA pool and BA transporters involved in enterohepatic circulation. Isotope dilution techniques and biochemical analyses were applied to study BA kinetics after oral administration of UDCA, and the mechanism involved. KEY RESULTS: Oral administration of UDCA in mice reduced the overall BA pool and produced a unique BA profile with high-abundance conjugated UDCA species, including tauroursodeoxycholic acid (TUDCA) and GUDCA. We found increased expression of several main BA transporters in the ileum and liver. BA kinetic experiment showed that feeding UDCA shortened cycling time of BA and accelerated BA enterohepatic circulation. Additionally, we found evidence that the effect of UDCA administration on accelerating BA enterohepatic circulation was due to the inhibition of farnesoid X receptor (FXR) signalling in the ileum and FGF15/19 in the liver. CONCLUSION AND IMPLICATIONS: Oral administration of UDCA produced a unique BA profile with high-abundance TUDCA and GUDCA and significantly accelerated BA enterohepatic circulation through the inhibition of intestinal FXR signalling and reduced level of FGF15/19, which in turn, induced the expression of BA transporters in the liver. These findings highlight a critical role for UDCA in maintaining the homeostasis of BA enterohepatic circulation in vivo.


Asunto(s)
Hígado/metabolismo , Ácido Ursodesoxicólico/metabolismo , Animales , Proteínas Portadoras/metabolismo , Línea Celular , Factores de Crecimiento de Fibroblastos/metabolismo , Humanos , Íleon/metabolismo , Masculino , Glicoproteínas de Membrana/metabolismo , Ratones Endogámicos C57BL , Receptores Citoplasmáticos y Nucleares/metabolismo
11.
Clin Mol Hepatol ; 25(3): 305-316, 2019 09.
Artículo en Inglés | MEDLINE | ID: mdl-31001964

RESUMEN

BACKGROUND/AIMS: Inflammation-based scores, such as the neutrophil-to-lymphocyte ratio (NLR), have been associated with prognosis in hepatocellular carcinoma (HCC); but variable cut-off values and potential lack of specificity have limited the utility of NLR. This study evaluates NLR in a large cohort of HCC patients. METHODS: We retrospectively reviewed 789 HCC cases (1993-2017) for demographics, tumor characteristics, treatment, and survival. NLR was stratified into NLR ≥1.5 and NLR ≥3 and analyzed for correlation with American Joint Committee on Cancer (AJCC) and Barcelona Clinic Liver Cancer (BCLC) stages. In 235 patients who underwent liver resection, survival and recurrence were evaluated by NLR. RESULTS: In 789 HCC cases, mean NLR was increased with advanced AJCC and BCLC stages. Hepatitis C patients were less likely to have NLR ≥1.5 and ≥3. Non-alcoholic steatohepatitis patients were more likely to have NLR ≥3. Patients with tumor size >5 cm, rupture, or macrovascular invasion were more likely to have NLR ≥3. In patients treated with resection, NLR ≥3 predicted early recurrence (odds ratio [OR] 4.14, P<0.01) and overall recurrence (OR 4.05, P<0.01). Mean NLR was 4.30 in those with recurrence and 2.75 in those without recurrence. Patients with NLR ≥3 showed significantly worse survival compared to those with NLR <3 (P<0.01 by log-rank test). CONCLUSION: Elevated NLR is associated with advanced cancer stage and aggressive tumor characteristics, such as large size, rupture, and invasion. NLR ≥3 was associated with early and overall recurrence after resection but varied with etiology. NLR may be a useful biomarker in predicting recurrence for HCC patients undergoing curative resection, but further studies are required to elucidate the effect of disease etiology.


Asunto(s)
Carcinoma Hepatocelular/diagnóstico , Neoplasias Hepáticas/diagnóstico , Linfocitos/citología , Neutrófilos/citología , Anciano , Carcinoma Hepatocelular/mortalidad , Carcinoma Hepatocelular/patología , Femenino , Humanos , Estimación de Kaplan-Meier , Neoplasias Hepáticas/mortalidad , Neoplasias Hepáticas/patología , Masculino , Persona de Mediana Edad , Análisis Multivariante , Recurrencia Local de Neoplasia , Estadificación de Neoplasias , Enfermedad del Hígado Graso no Alcohólico/patología , Oportunidad Relativa , Estudios Retrospectivos
12.
Cancer Res ; 79(7): 1696-1704, 2019 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-30760520

RESUMEN

Studies involving transcriptomics have revealed multiple molecular subtypes of hepatocellular carcinoma (HCC). Positron emission tomography/computed tomography (PET/CT) has also identified distinct molecular imaging subtypes, including those with increased and decreased choline metabolism as measured by the tissue uptake of the radiopharmaceutical 18F-fluorocholine. Gene signatures reflecting the molecular heterogeneity of HCC may identify the biological and clinical significance of these imaging subtypes. In this study, 41 patients underwent 18F-fluorocholine PET/CT, followed by tumor resection and gene expression profiling. Over- and underexpressed components of previously published gene signatures were evaluated for enrichment between tumors with high and low 18F-fluorocholine uptake using gene set analysis. Significant gene sets were enumerated by FDR based on phenotype permutation. Associations with overall survival were analyzed by univariate and multivariate proportional hazards regression. Ten gene sets related to HCC were significantly associated with high tumor 18F-fluorocholine uptake at FDR q < 0.05, including those from three different clinical molecular classification systems and two prognostic signatures for HCC that showed predictive value in the study cohort. Tumor avidity for 18F-fluorocholine was associated with favorable characteristics based on these signatures with lower mortality based on survival analysis (HR 0.36; 95% confidence interval, 0.14-0.95). Tumors demonstrating high 18F-fluorocholine uptake were also enriched for genes involved in oxidative phosphorylation, fatty acid metabolism, peroxisome, bile acid metabolism, xenobiotic metabolism, and adipogenesis. These results provide a pathobiological framework to further evaluate 18F-fluorocholine PET/CT as a molecular and prognostic classifier in HCC. SIGNIFICANCE: A pathobiological framework for HCC brings together multiple prognostically relevant gene signatures via convergence with 18F-fluorocholine PET/CT imaging phenotype.


Asunto(s)
Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/patología , Colina/análogos & derivados , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/patología , Tomografía Computarizada por Tomografía de Emisión de Positrones/métodos , Transcriptoma , Anciano , Carcinoma Hepatocelular/diagnóstico por imagen , Colina/administración & dosificación , Femenino , Perfilación de la Expresión Génica , Humanos , Neoplasias Hepáticas/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Análisis de Supervivencia
13.
EBioMedicine ; 35: 124-132, 2018 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-30100397

RESUMEN

Clinical prediction of advanced hepatic fibrosis (HF) and cirrhosis has long been challenging due to the gold standard, liver biopsy, being an invasive approach with certain limitations. Less invasive blood test tandem with a cutting-edge machine learning algorithm shows promising diagnostic potential. In this study, we constructed and compared machine learning methods with the FIB-4 score in a discovery dataset (n = 490) of hepatitis B virus (HBV) patients. Models were validated in an independent HBV dataset (n = 86). We further employed these models on two independent hepatitis C virus (HCV) datasets (n = 254 and 230) to examine their applicability. In the discovery data, gradient boosting (GB) stably outperformed other methods as well as FIB-4 scores (p < .001) in the prediction of advanced HF and cirrhosis. In the HBV validation dataset, for classification between early and advanced HF, the area under receiver operating characteristic curves (AUROC) of GB model was 0.918, while FIB-4 was 0.841; for classification between non-cirrhosis and cirrhosis, GB showed AUROC of 0.871, while FIB-4 was 0.830. Additionally, GB-based prediction demonstrated good classification capacity on two HCV datasets while higher cutoffs for both GB and FIB-4 scores were required to achieve comparable specificity and sensitivity. Using the same parameters as FIB-4, the GB-based prediction system demonstrated steady improvements relative to FIB-4 in HBV and HCV cohorts with different cutoff values required in different etiological groups. A user-friendly web tool, LiveBoost, makes our prediction models freely accessible for further clinical studies and applications.


Asunto(s)
Hepacivirus/fisiología , Virus de la Hepatitis B/fisiología , Cirrosis Hepática/diagnóstico , Cirrosis Hepática/virología , Aprendizaje Automático , Adulto , Área Bajo la Curva , Estudios de Cohortes , Femenino , Humanos , Internet , Masculino , Persona de Mediana Edad , Modelos Biológicos , Curva ROC , Reproducibilidad de los Resultados
14.
Radiology ; 287(1): 294-302, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-29315063

RESUMEN

Purpose To determine the relationship between hepatic uptake at preoperative fluorine 18 (18F) fluorocholine combined positron emission tomography (PET) and computed tomography (CT) and the histopathologic features of chronic liver disease in patients with Child-Pugh class A or B disease who are undergoing hepatic resection for liver cancer. Materials and Methods Forty-eight patients with resectable liver tumors underwent preoperative 18F fluorocholine PET/CT. Mean liver standardized uptake value (SUVmean) measurements were obtained from PET images, while histologic indexes of inflammation and fibrosis were applied to nontumor liver tissue from resection specimens. Effects of histopathologic features on liver SUVmean were examined with analysis of variance. Results Liver SUVmean ranged from 4.3 to 11.6, correlating significantly with Knodell histologic activity index (ρ = -0.81, P < .001) and several clinical indexes of liver disease severity. Liver SUVmean also differed significantly across groups stratified by necroinflammatory severity and Metavir fibrosis stage (P < . 001). The area under the receiver operating characteristic curve for 18F fluorocholine PET/CT detecting Metavir fibrosis stage F1 or higher was 0.89 ± 0.05, with an odds-ratio of 3.03 (95% confidence interval: 1.59, 5.88) and sensitivity and specificity of 82% and 93%, respectively. Conclusion Correlations found in patients undergoing hepatic resection for liver cancer between liver 18F fluorocholine uptake and histopathologic indexes of liver fibrosis and inflammation support the use of 18F fluorocholine PET/CT as a potential imaging biomarker for chronic liver disease. © RSNA, 2018.


Asunto(s)
Colina/análogos & derivados , Neoplasias Hepáticas/diagnóstico por imagen , Tomografía Computarizada por Tomografía de Emisión de Positrones/métodos , Radiofármacos , Anciano , Biomarcadores , Enfermedad Crónica , Femenino , Radioisótopos de Flúor , Humanos , Hígado/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Reproducibilidad de los Resultados , Sensibilidad y Especificidad
15.
Artículo en Inglés | MEDLINE | ID: mdl-29376136

RESUMEN

Aim: Increased serum alpha-fetoprotein (AFP) levels are associated with specific molecular sub-classes of hepatocellular carcinoma (HCC), supporting AFP as a predictive or therapeutic biomarker for precision treatment of this disease. Considering recent efforts to validate HCC molecular classification systems across different populations, we applied existing signature-based classification templates to Hawaii cohorts and examined whether associations between HCC molecular sub-class, AFP levels, and clinical features found elsewhere can also be found in Hawaii, a region with a unique demographic and risk factor profile for HCC. Methods: Whole-genome expression profiling was performed on HCC tumors collected from 40 patients following partial hepatectomy. Tumors underwent transcriptome-based categorization into 3 molecular sub-classes (S1, S2, and S3). Patient groups based on molecular sub-class and AFP level were then compared with regards to clinical features and survival. Differences associated with AFP level and other clinical parameters were also examined at the gene signature level by gene set enrichment analysis. Results: Statistically confident (false discovery rate < 0.05) sub-classifications were made in 98% (39/40) of tumors. Patient sub-groups differed significantly with regards to serum AFP level, with significantly lower levels in the S3 sub-group as compared to S1 (P = 0.048) and S2 (P = 0.010). Serum AFP > 400 ng/mL predicted significant tumor enrichment for genes corresponding to MYC target activation, high cell proliferation, poor clinical prognosis, and the S2 sub-class. AFP > 400 ng/mL and non-S3 tumor classification were found to be significant predictors of overall survival. Conclusion: Distinct sub-classes of HCC associated with different molecular features and survival outcomes can be detected with statistical confidence in a Pacific Island cohort. Molecular classification signatures and other predictive markers for HCC that are valid for all patient populations are needed to support multi-center efforts to develop targeted therapies for HCC.

16.
Artículo en Inglés | MEDLINE | ID: mdl-30687780

RESUMEN

AIM: Worldwide, hepatocellular cancer (HCC) is the fourth leading cause of cancer death and occurs 3 times more commonly in males than females. Current surveillance practices do not fully address gender differences in HCC. METHODS: Clinical characteristics and survival were compared between males and females using a prospectively collected database of HCC patients. RESULTS: In a cohort of 1206 patients, 307 (25%) were female who presented with older age, more non-alcoholic fatty liver disease/steatohepatitis (NAFLD/NASH), family history of HCC, and hypertension. Males (75%) were more likely to use alcohol and cigarettes. Females were more likely to undergo HCC surveillance, have smaller tumor size at diagnosis, and less vascular involvement. Males who met Milan criteria were more likely to undergo liver transplant than women who met the criteria. Median/mean survival was similar between the genders. Multivariate analysis showed that NAFLD/NASH was predictive of mortality for both males and females, age and smoking were predictive of mortality for males, and transplant was predictive of survival for males. CONCLUSION: Gender differences in HCC appear related to both behavioral risk factors and biologic factors. Older females with HCC have more NAFLD/NASH and may be overlooked by current surveillance guidelines. These gender disparities may lend support to future studies of gender-based HCC screening.

17.
Hepatoma Res ; 3: 58-66, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28966983

RESUMEN

AIMS: Hepatocellular carcinoma (HCC) is the third leading cause of cancer deaths worldwide and liver transplant (LT) prolongs survival. However, 15-20% will experience recurrent HCC, most occurring within 2 years of LT. HCC patients with late recurrences (>5 years after LT) may have distinctive clinical/biological characteristics. METHODS: A retrospective review was conducted of 88 patients who underwent LT for HCC between 1993-2015, analyzing demographics, clinical factors, explant pathology, and outcome. RESULTS: Median follow-up was 6.4 years. HCC recurred in 15 (17.0%) patients with mean time to recurrence of 3.96 +/- 3.99 years. Five patients recurred >5 years post-LT. All late recurrences involved males in their 50s, recurring at 8.5 years on average. Recurrences occurred in chest wall (2), liver (2), lung (2), bone (1) and pelvis (1), with multifocal involvement in 2 patients. Four patients died within 18 months of late recurrence. The fifth patient is alive after ablation of liver recurrence and treatment with sorafenib and everolimus. CONCLUSIONS: One-third of post-LT patients with recurrent HCC experienced late recurrence. Although the sample size makes it difficult to identify significant risk factors, this study highlights the importance of long-term follow up and need for biomarkers to identify patients at risk for late recurrences.

18.
Clin Nucl Med ; 42(11): 868-871, 2017 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-28872544

RESUMEN

Two patients with castrate-resistant prostate cancer and symptomatic skeletal metastases underwent F-fluorocholine PET/CT prior to treatment with Ra-dichloride to reveal additional active lesions in the prostate gland and lymph nodes. Subsequent scans performed at the midpoint and end of Ra-dichloride therapy showed resolution of this soft tissue activity alongside declining bone lesion activity. Concomitant increases in plasma interleukin 6 were detected, suggesting that immune system activation may have mediated the soft tissue response. Abscopal effects usually encountered with external beam radiotherapy may also be occurring with Ra-dichloride therapy.


Asunto(s)
Colina/análogos & derivados , Tomografía Computarizada por Tomografía de Emisión de Positrones , Neoplasias de la Próstata Resistentes a la Castración/patología , Neoplasias de la Próstata Resistentes a la Castración/radioterapia , Radio (Elemento)/uso terapéutico , Anciano de 80 o más Años , Progresión de la Enfermedad , Humanos , Masculino , Metástasis de la Neoplasia , Neoplasias de la Próstata Resistentes a la Castración/diagnóstico por imagen , Radioisótopos/uso terapéutico , Resultado del Tratamiento
19.
Clin Mol Hepatol ; 23(3): 239-248, 2017 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-28706177

RESUMEN

BACKGROUND/AIMS: Surveillance for hepatocellular carcinoma (HCC) with ultrasound in high-risk populations is generally believed to improve opportunities for treatment. However, tumors are still missed due to various factors. This study explores success versus failure of HCC surveillance. METHODS: This is a retrospective study of 1,125 HCC cases. Categories considered for successful detection were largest tumor ≤3.0 cm, single tumors ≤3.0 cm and ≤2.0 cm, and adherence to Milan criteria. Examined factors were age <60 years, gender, rural residence, body-mass index (BMI), hepatitis infection, smoking, diabetes, hyperlipidemia, cirrhosis, ascites, and Model for End-Stage Liver Disease <10. RESULTS: HCC was found on surveillance in 257 patients with a mean tumor size of 3.17 cm; multiple tumors were seen in 28% of cases, bilateral tumors in 7.4%, and vascular invasion in 3.7%. Surveillance was successful in 61.5% of cases involving a largest tumor ≤3.0 cm, with BMI ≥35 negatively affecting detection (odds ratio [OR] 0.28, P=0.014) and cirrhosis positively affecting detection (OR 2.31, P=0.036). Ultrasound detected 19.1% of single tumors ≤2.0 cm with ascites improving the detection rate (OR 3.89, P=0.001). Finally, adherence to Milan criteria occurred in 75.1% of cases, revealing negative associations with diabetes (OR 0.48, P=0.044 and male gender (OR 0.49, P=0.08). CONCLUSIONS: Although surveillance is recommended for HCC, not all surveillance ultrasound are ideal. Tumor detection can depend on gender, BMI, diabetes, cirrhosis, and ascites and is achieved in 19.1-75% of cases depending on the definition of success. Closer follow-up or additional imaging might be necessary for some patient subgroups.


Asunto(s)
Carcinoma Hepatocelular/patología , Neoplasias Hepáticas/patología , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Índice de Masa Corporal , Carcinoma Hepatocelular/complicaciones , Carcinoma Hepatocelular/diagnóstico por imagen , Detección Precoz del Cáncer , Femenino , Humanos , Hiperlipidemias/complicaciones , Cirrosis Hepática/complicaciones , Neoplasias Hepáticas/diagnóstico por imagen , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Vigilancia de la Población , Estudios Retrospectivos , Factores de Riesgo , Fumar/epidemiología , Ultrasonografía , alfa-Fetoproteínas/análisis
20.
Mol Imaging Biol ; 19(3): 446-455, 2017 06.
Artículo en Inglés | MEDLINE | ID: mdl-27787742

RESUMEN

PURPOSE: [18F]fluorocholine PET/CT can detect hepatocellular carcinoma (HCC) based on imaging the initial steps of phosphatidylcholine synthesis. To relate the diagnostic performance of [18F]fluorocholine positron emission tomography (PET)/x-ray computed tomography (CT) to the phospholipid composition of liver tumors, radiopathologic correspondence was performed in patients with early-stage liver cancer who had undergone [18F]fluorocholine PET/CT before tumor resection. PROCEDURES: Tumor and adjacent liver were profiled by liquid chromatography mass spectrometry, quantifying phosphatidylcholine species by mass-to-charge ratio. For clinical-radiopathologic correlation, HCC profiles were reduced to two orthogonal principal component factors (PCF1 and PCF2) accounting for 80 % of total profile variation. RESULTS: Tissues from 31 HCC patients and 4 intrahepatic cholangiocarcinoma (ICC) patients were analyzed, revealing significantly higher levels of phosphocholine, CDP-choline, and highly saturated phosphatidylcholine species in HCC tumors relative to adjacent liver and ICC tumors. Significant loading values for PCF1 corresponded to phosphatidylcholines containing poly-unsaturated fatty acids while PCF2 corresponded only to highly saturated phosphatidylcholines. Only PCF2 correlated significantly with HCC tumor-to-liver [18F]fluorocholine uptake ratio (ρ = 0.59, p < 0.0005). Sensitivity for all tumors based on an abnormal [18F]fluorocholine uptake ratio was 93 % while sensitivity for HCC based on increased tumor [18F]fluorocholine uptake was 84 %, with lower levels of highly saturated phosphatidylcholines in tumors showing low [18F]fluorocholine uptake. CONCLUSION: Most HCC tumors contain high levels of saturated phosphatidylcholines, supporting their dependence on de novo fatty acid metabolism for phospholipid membrane synthesis. While [18F]fluorocholine PET/CT can serve to identify these lipogenic tumors, its imperfect diagnostic sensitivity implies metabolic heterogeneity across HCC and a weaker lipogenic phenotype in some tumors.


Asunto(s)
Colina/análogos & derivados , Neoplasias Hepáticas/diagnóstico por imagen , Neoplasias Hepáticas/metabolismo , Hígado/metabolismo , Fosfolípidos/metabolismo , Tomografía Computarizada por Tomografía de Emisión de Positrones , Tomografía Computarizada por Rayos X , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma Hepatocelular/diagnóstico por imagen , Carcinoma Hepatocelular/metabolismo , Colina/química , Femenino , Humanos , Hígado/diagnóstico por imagen , Hígado/patología , Neoplasias Hepáticas/patología , Masculino , Persona de Mediana Edad , Análisis de Componente Principal
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