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BACKGROUND & AIMS: The risk of hepatocellular carcinoma (HCC) and hepatic decompensation persists after hepatitis B surface antigen (HBsAg) seroclearance. This study aimed to develop and validate a machine learning model to predict the risk of liver-related outcomes (LROs) following HBsAg seroclearance. METHODS: A total of 4,787 consecutive patients who achieved HBsAg seroclearance between 2000 and 2022 were enrolled from 6 centers in South Korea and a territory-wide database in Hong Kong, comprising the training (n=944), internal validation (n=1,102), and external validation (n=2,741) cohorts. Three machine learning-based models were developed and compared in each cohort. The primary outcome was the development of any LRO, including HCC, decompensation, and liver-related death. RESULTS: During a median follow-up of 55.2 (interquartile range=30.1-92.3) months, 123 LROs were confirmed (1.1%/person-year) in the Korean cohort. A model with the best predictive performance in the training cohort was selected as the final model (designated as PLAN-B-CURE), which was constructed using a gradient boosting algorithm and 7 variables (age, sex, diabetes, alcohol consumption, cirrhosis, albumin, and platelet count). Compared to previous HCC prediction models, PLAN-B-CURE showed significantly superior accuracy in the training cohort (c-index: 0.82 vs. 0.63-0.70, all P<0.001; area under the receiver operating characteristic curve: 0.86 vs. 0.62-0.72, all P<0.01; area under the precision-recall curve: 0.53 vs. 0.13-0.29, all P<0.01). PLAN-B-CURE showed a reliable calibration function (Hosmer-Lemeshow test P>0.05) and these results were reproduced in the internal and external validation cohorts. CONCLUSION: This novel machine learning model consisting of 7 variables provides reliable risk prediction of LRO after HBsAg seroclearance that can be used for personalized surveillance.
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INTRODUCTION: For the treatment of spontaneous bacterial peritonitis (SBP), cefotaxime, ceftriaxone, and ciprofloxacin were used as first-line agents. However, considering the increasing rate of antibiotic resistance, it is unclear which of these drugs can be initially recommended. This study aimed to compare the current efficacy of the 3 antibiotics, namely cefotaxime, ceftriaxone, and ciprofloxacin, for the treatment of SBP in patients with cirrhosis with ascites, when guided by therapeutic responses. METHODS: This study was a multicenter, prospective, randomized controlled trial. The inclusion criteria were 16- to 75-year-old patients with liver cirrhosis with ascites, having polymorphonuclear cell count of >250/mm 3 . We performed a follow-up paracentesis at 48 hours to decide continuing or changing the assigned antibiotics and then assessed the resolution rates at 120 and 168 hours of treatment. RESULTS: A total of 261 patients with cirrhosis who developed SBP were enrolled. Most of the patients were diagnosed as those with SBP within 48 hours of admission. The resolution rates at 120 hours, which is the primary endpoint, were 67.8%, 77.0%, and 73.6% in the cefotaxime, ceftriaxone, and ciprofloxacin groups, respectively ( P = 0.388), by intension-to-treat analysis. The 1-month mortality was similar among the groups ( P = 0.770). The model for end-stage liver disease score and the SBP resolution were significant factors for survival. CONCLUSION: The efficacy of empirical antibiotics, such as cefotaxime, ceftriaxone, and ciprofloxacin, against SBP was not significantly different. In addition, these antibiotics administered based on response-guided therapy were still efficacious as initial treatment for SBP, especially in those with community-acquired infections.
Subject(s)
Bacterial Infections , End Stage Liver Disease , Peritonitis , Humans , Adolescent , Young Adult , Adult , Middle Aged , Aged , Cefotaxime/therapeutic use , Ceftriaxone/therapeutic use , Ciprofloxacin/therapeutic use , Ascites/drug therapy , Prospective Studies , End Stage Liver Disease/drug therapy , Severity of Illness Index , Anti-Bacterial Agents/therapeutic use , Peritonitis/drug therapy , Peritonitis/etiology , Peritonitis/diagnosis , Liver Cirrhosis/therapy , Bacterial Infections/complications , Bacterial Infections/drug therapy , Bacterial Infections/microbiologyABSTRACT
INTRODUCTION: Tenofovir disoproxil fumarate (TDF) is reportedly superior or at least comparable to entecavir (ETV) for the prevention of hepatocellular carcinoma (HCC) in patients with chronic hepatitis B; however, it has distinct long-term renal and bone toxicities. This study aimed to develop and validate a machine learning model (designated as Prediction of Liver cancer using Artificial intelligence-driven model for Network-antiviral Selection for hepatitis B [PLAN-S]) to predict an individualized risk of HCC during ETV or TDF therapy. METHODS: This multinational study included 13,970 patients with chronic hepatitis B. The derivation (n = 6,790), Korean validation (n = 4,543), and Hong Kong-Taiwan validation cohorts (n = 2,637) were established. Patients were classified as the TDF-superior group when a PLAN-S-predicted HCC risk under ETV treatment is greater than under TDF treatment, and the others were defined as the TDF-nonsuperior group. RESULTS: The PLAN-S model was derived using 8 variables and generated a c-index between 0.67 and 0.78 for each cohort. The TDF-superior group included a higher proportion of male patients and patients with cirrhosis than the TDF-nonsuperior group. In the derivation, Korean validation, and Hong Kong-Taiwan validation cohorts, 65.3%, 63.5%, and 76.4% of patients were classified as the TDF-superior group, respectively. In the TDF-superior group of each cohort, TDF was associated with a significantly lower risk of HCC than ETV (hazard ratio = 0.60-0.73, all P < 0.05). In the TDF-nonsuperior group, however, there was no significant difference between the 2 drugs (hazard ratio = 1.16-1.29, all P > 0.1). DISCUSSION: Considering the individual HCC risk predicted by PLAN-S and the potential TDF-related toxicities, TDF and ETV treatment may be recommended for the TDF-superior and TDF-nonsuperior groups, respectively.
Subject(s)
Carcinoma, Hepatocellular , Hepatitis B, Chronic , Liver Neoplasms , Humans , Male , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/drug therapy , Antiviral Agents/therapeutic use , Carcinoma, Hepatocellular/epidemiology , Carcinoma, Hepatocellular/prevention & control , Carcinoma, Hepatocellular/complications , Artificial Intelligence , Liver Neoplasms/complications , Treatment Outcome , Tenofovir/therapeutic use , Machine Learning , Hepatitis B virus , Retrospective StudiesABSTRACT
BACKGROUND: Machine learning (ML) algorithms can be used to overcome the prognostic performance limitations of conventional hepatocellular carcinoma (HCC) risk models. We established and validated an ML-based HCC predictive model optimized for patients with chronic hepatitis B (CHB) infections receiving antiviral therapy (AVT). METHODS: Treatment-naïve CHB patients who were started entecavir (ETV) or tenofovir disoproxil fumarate (TDF) were enrolled. We used a training cohort (n = 960) to develop a novel ML model that predicted HCC development within 5 years and validated the model using an independent external cohort (n = 1937). ML algorithms consider all potential interactions and do not use predefined hypotheses. RESULTS: The mean age of the patients in the training cohort was 48 years, and most patients (68.9%) were men. During the median 59.3 (interquartile range 45.8-72.3) months of follow-up, 69 (7.2%) patients developed HCC. Our ML-based HCC risk prediction model had an area under the receiver-operating characteristic curve (AUC) of 0.900, which was better than the AUCs of CAMD (0.778) and REAL B (0.772) (both p < .05). The better performance of our model was maintained (AUC = 0.872 vs. 0.788 for CAMD and 0.801 for REAL B) in the validation cohort. Using cut-off probabilities of 0.3 and 0.5, the cumulative incidence of HCC development differed significantly among the three risk groups (p < .001). CONCLUSIONS: Our new ML model performed better than models in terms of predicting the risk of HCC development in CHB patients receiving AVT.
Subject(s)
Carcinoma, Hepatocellular , Hepatitis B, Chronic , Liver Neoplasms , Male , Humans , Middle Aged , Female , Carcinoma, Hepatocellular/epidemiology , Carcinoma, Hepatocellular/etiology , Carcinoma, Hepatocellular/drug therapy , Antiviral Agents/therapeutic use , Liver Neoplasms/epidemiology , Liver Neoplasms/etiology , Liver Neoplasms/drug therapy , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/drug therapy , Hepatitis B, Chronic/epidemiology , Tenofovir/therapeutic use , Retrospective StudiesABSTRACT
BACKGROUND AND AIM: Antiviral therapy (AVT) is the mainstay of hepatitis B virus (HBV) management. We investigated whether AVT improves the outcomes of HBV-related decompensated cirrhosis and undetectable HBV-DNA. METHODS: Between 2000 and 2017, treatment-naïve patients with HBV-related decompensated cirrhosis and undetectable HBV-DNA were recruited from two tertiary hospitals. The endpoints included death and hepatocellular carcinoma (HCC). RESULTS: A total of 429 patients were analyzed (50 and 379 patients in the AVT and non-AVT groups, respectively). Patients in the AVT group were significantly younger and had higher alanine aminotransferase and alpha-fetoprotein levels than those in the non-AVT group (all P < 0.05). During follow-up (median 49.6 months), 98 patients died and 105 developed HCC. The cumulative incidence rates of death (2.0%, 4.1%, and 6.4%, and 4.9%, 7.2%, and 10.2% at 6 months, 1 year, and 2 years, respectively) and HCC (8.6%, 15.8%, and 26.4% vs 1.6%, 7.7%, and 24.4% at 1, 2, and 5 years, respectively) were statistically comparable between the AVT and non-AVT groups (all P > 0.05). Using Cox regression analysis, AVT was not significantly associated with death nor HCC (all P > 0.05). Similar results were observed after balancing baseline characteristics with inverse probability of treatment weighting. In the non-AVT group, the cumulative incidence rates of HBV-DNA detection at 6 months, 1 year, and 2 years were 2.0%, 3.1%, and 6.4%, respectively. CONCLUSIONS: Antiviral therapy did not attenuate the risk of death nor HCC in patients with HBV-related decompensated cirrhosis and undetectable HBV-DNA.
Subject(s)
Carcinoma, Hepatocellular , Hepatitis B, Chronic , Hepatitis B , Liver Neoplasms , Humans , Hepatitis B virus/genetics , Carcinoma, Hepatocellular/drug therapy , Liver Neoplasms/diagnosis , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/drug therapy , Hepatitis B, Chronic/epidemiology , DNA, Viral , Liver Cirrhosis/etiology , Antiviral Agents/therapeutic use , Antiviral Agents/pharmacology , Retrospective Studies , Hepatitis B/complications , Hepatitis B/drug therapyABSTRACT
BACKGROUND & AIMS: Several models have recently been developed to predict risk of hepatocellular carcinoma (HCC) in patients with chronic hepatitis B (CHB). Our aims were to develop and validate an artificial intelligence-assisted prediction model of HCC risk. METHODS: Using a gradient-boosting machine (GBM) algorithm, a model was developed using 6,051 patients with CHB who received entecavir or tenofovir therapy from 4 hospitals in Korea. Two external validation cohorts were independently established: Korean (5,817 patients from 14 Korean centers) and Caucasian (1,640 from 11 Western centers) PAGE-B cohorts. The primary outcome was HCC development. RESULTS: In the derivation cohort and the 2 validation cohorts, cirrhosis was present in 26.9%-50.2% of patients at baseline. A model using 10 parameters at baseline was derived and showed good predictive performance (c-index 0.79). This model showed significantly better discrimination than previous models (PAGE-B, modified PAGE-B, REACH-B, and CU-HCC) in both the Korean (c-index 0.79 vs. 0.64-0.74; all p <0.001) and Caucasian validation cohorts (c-index 0.81 vs. 0.57-0.79; all p <0.05 except modified PAGE-B, p = 0.42). A calibration plot showed a satisfactory calibration function. When the patients were grouped into 4 risk groups, the minimal-risk group (11.2% of the Korean cohort and 8.8% of the Caucasian cohort) had a less than 0.5% risk of HCC during 8 years of follow-up. CONCLUSIONS: This GBM-based model provides the best predictive power for HCC risk in Korean and Caucasian patients with CHB treated with entecavir or tenofovir. LAY SUMMARY: Risk scores have been developed to predict the risk of hepatocellular carcinoma (HCC) in patients with chronic hepatitis B. We developed and validated a new risk prediction model using machine learning algorithms in 13,508 antiviral-treated patients with chronic hepatitis B. Our new model, based on 10 common baseline characteristics, demonstrated superior performance in risk stratification compared with previous risk scores. This model also identified a group of patients at minimal risk of developing HCC, who could be indicated for less intensive HCC surveillance.
Subject(s)
Artificial Intelligence/standards , Carcinoma, Hepatocellular/physiopathology , Hepatitis B, Chronic/complications , Adult , Antiviral Agents/pharmacology , Antiviral Agents/therapeutic use , Artificial Intelligence/statistics & numerical data , Asian People/ethnology , Asian People/statistics & numerical data , Carcinoma, Hepatocellular/etiology , Cohort Studies , Computer Simulation/standards , Computer Simulation/statistics & numerical data , Female , Follow-Up Studies , Guanine/analogs & derivatives , Guanine/pharmacology , Guanine/therapeutic use , Hepatitis B, Chronic/physiopathology , Humans , Liver Neoplasms/complications , Liver Neoplasms/physiopathology , Male , Middle Aged , Republic of Korea/ethnology , Tenofovir/pharmacology , Tenofovir/therapeutic use , White People/ethnology , White People/statistics & numerical dataABSTRACT
BACKGROUND & AIMS: Antiviral treatment from hepatitis B envelope antigen (HBeAg)-positive status may attenuate the integration of hepatitis B virus DNA into the host genome causing hepatocellular carcinoma (HCC). We investigated the impact of HBeAg status at the onset of antiviral treatment on the risk of HCC. METHODS: The incidence of HCC was evaluated in Korean patients with chronic hepatitis B who started entecavir or tenofovir in either HBeAg-positive or HBeAg-negative phase. The results in the Korean cohort were validated in a Caucasian PAGE-B cohort. RESULTS: A total of 9143 Korean patients (mean age, 49.2 years) were included: 49.1% were HBeAg-positive and 49.2% had cirrhosis. During follow-up (median, 5.1 years), 916 patients (10.0%) developed HCC. Baseline HBeAg positivity was not associated with the risk of HCC in the entire cohort or cirrhotic subcohort. However, in the non-cirrhotic subcohort, HBeAg positivity was independently associated with a lower risk of HCC in multivariable (adjusted hazard ratio [aHR], 0.41; 95% confidence interval [CI], 0.26-0.66), propensity score-matching (aHR, 0.46; 95% CI, 0.28-0.76), and inverse probability weighting analyses (aHR, 0.44; 95% CI, 0.28-0.70). In the Caucasian cohort (n = 719; mean age, 51.8 years; HBeAg-positive, 20.3%; cirrhosis, 34.8%), HBeAg-positivity was not associated with the risk of HCC either in the entire cohort or cirrhotic subcohort. In the non-cirrhotic subcohort, none of the HBeAg-positive group developed HCC, although the difference failed to reach statistical significance (aHR, 0.21; 95% CI, 0.00-1.67). CONCLUSIONS: This multinational cohort study implies that HBeAg positivity at the onset of antiviral treatment seems to be an independent factor associated with a lower risk of HCC in patients with chronic hepatitis B without cirrhosis, but not in those with cirrhosis.
Subject(s)
Carcinoma, Hepatocellular , Hepatitis B, Chronic , Liver Neoplasms , Antiviral Agents/therapeutic use , Carcinoma, Hepatocellular/etiology , Cohort Studies , Hepatitis B Antigens/therapeutic use , Hepatitis B e Antigens , Hepatitis B virus/genetics , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/drug therapy , Humans , Liver Cirrhosis/complications , Liver Neoplasms/etiology , Middle AgedABSTRACT
BACKGROUND/AIMS: We retrospectively compared the effect of endoscopic variceal obturation (EVO) and retrograde transvenous obliteration (RTO) in acute cardiofundal variceal bleeding. METHODS: Patients with acute cardiofundal variceal bleeding treated with EVO or RTO at two hospitals were included. RESULTS: Ninety patients treated with EVO and 86 treated with RTO were analyzed. The mean model for end-stage liver disease score was significantly higher in EVO group than in RTO group (13.5 vs. 11.7, P = 0.016). The bleeding control rates were high (97.8% vs. 96.5%), and the treatment-related complication rates were low in both EVO and RTO groups (2.2% vs. 3.5%). During the median follow-up of 18.0 months, gastric variceal (GV) and esophageal variceal rebleeding occurred in 34 (19.3%) and 7 (4.0%) patients, respectively. The all-variceal rebleeding rates were comparable between EVO and RTO groups (32.4% vs. 20.8% at 2-year, P = 0.150), while the GV rebleeding rate was significantly higher in EVO group than in RTO group (32.4% vs. 12.8% at 2-year, P = 0.003). On propensity score-matched analysis (71 patients in EVO vs. 71 patients in RTO group), both all-variceal and GV rebleeding rates were significantly higher in EVO group than in RTO group (all P < 0.05). In Cox regression analysis, EVO (vs. RTO) was the only significant predictor of higher GV rebleeding risk (hazard ratio 3.132, P = 0.005). The mortality rates were similar between two groups (P = 0.597). CONCLUSIONS: Both EVO and RTO effectively controlled acute cardiofundal variceal bleeding. RTO was superior to EVO in preventing all-variceal and GV rebleeding after treatment, with similar survival outcomes.
Subject(s)
Balloon Occlusion , End Stage Liver Disease , Esophageal and Gastric Varices , Balloon Occlusion/adverse effects , Esophageal and Gastric Varices/complications , Esophageal and Gastric Varices/therapy , Gastrointestinal Hemorrhage/etiology , Gastrointestinal Hemorrhage/therapy , Humans , Liver Cirrhosis/complications , Retrospective Studies , Severity of Illness Index , Treatment OutcomeABSTRACT
BACKGROUND AND AIM: Antiviral therapy (AVT) induces fibrosis regression in patients with chronic hepatitis B. We investigated long-term effects of entecavir (ETV) versus tenofovir (TDF) on fibrotic burden. METHODS: Treatment-naïve chronic hepatitis B patients who had begun ETV or TDF were recruited from four tertiary hospitals. The aspartate aminotransferase-to-platelet ratio index (APRI) and fibrosis index based on four factors (FIB-4) were used to determine fibrotic burden. RESULTS: In the entire population (n = 3277), although patients treated with ETV had higher baseline APRI (1.71 vs 1.07, P < 0.001) and FIB-4 (3.60 vs 2.80, P < 0.001) than those treated with TDF, significant fibrosis regression was identified during 6 years of AVT in both ETV (APRI, mean 1.71 â 0.48, P < 0.001; FIB-4, mean 3.60 â 2.21, P < 0.001) and TDF groups (APRI, mean 1.07 â 0.43, P < 0.001; FIB-4, mean 2.80 â 2.19, P < 0.001). In patients without cirrhosis (n = 2366), baseline APRI was significantly higher in ETV group than in TDF group (1.72 vs 0.97, P < 0.001); however, they became similar after 6 months. Similarly, baseline FIB-4 was significantly higher in ETV group than in TDF group (3.25 vs 2.35, P < 0.001), but became similar from 4 to 6 years. In patients with cirrhosis (n = 911), baseline APRI (1.70 vs 1.34, P < 0.001) and FIB-4 (4.62 vs 3.91, P = 0.005) were higher in ETV group than in TDF, however, both parameters became statistically similar from 6 months to 6 years. CONCLUSION: Significant regression of APRI and FIB-4 was observed during long-term ETV and TDF treatment. Despite higher baseline fibrotic burden in ETV group, fibrotic burden between the groups eventually converged through significant fibrosis regression after 1 to 4 years of AVT.
Subject(s)
Guanine/analogs & derivatives , Hepatitis B, Chronic , Tenofovir , Antiviral Agents/therapeutic use , Fibrosis , Guanine/therapeutic use , Hepatitis B, Chronic/drug therapy , Hepatitis B, Chronic/pathology , Humans , Tenofovir/therapeutic use , Treatment OutcomeABSTRACT
BACKGROUND: Tenofovir disoproxil fumarate (TDF, Viread®) had been used as a standard treatment option of chronic hepatitis B (CHB). This clinical trial was conducted to evaluate the efficacy and safety of DA-2802 (tenofovir disoproxil orotate) compared to TDF. METHODS: The present study was a double blind randomized controlled trial. Patients with CHB were recruited from 25 hospitals in Korea and given DA-2802 at a dose of 319 mg once daily or Viread® at a dose of 300 mg once daily for 48 weeks from March 2017 to January 2019. Change in hepatitis B virus (HBV) DNA level at week 48 after dosing compared to baseline was the primary efficacy endpoint. Secondary efficacy endpoints were proportions of subjects with undetectable HBV DNA, those with normal alanine aminotransferase (ALT) levels, and those with loss of hepatitis B envelop antigen (HBeAg), those with loss of hepatitis B surface antigen (HBsAg). Adverse events (AEs) were also investigated. RESULTS: A total of 122 patients (DA-2802 group: n = 61, Viread® group: n = 61) were used as full analysis set for efficacy analysis. Mean age, proportion of males, laboratory results and virologic characteristics were not different between the two groups. The change in HBV DNA level at week 48 from baseline was -5.13 ± 1.40 in the DA-2802 group and -4.97 ± 1.40 log10 copies/mL in the Viread® group. The analysis of primary endpoint using the nonparametric analysis of covariance showed statistically significant results (P < 0.001), which confirmed non-inferiority of DA-2802 to Viread® by a prespecified noninferiority margin of 1. The proportion of undetectable HBV DNA was 78.7% in the DA-2802 group and 75.4% in the Viread® group (P = 0.698). The proportion of subjects who had normal ALT levels was 75.4% in the DA-2802 group and 73.3% in the Viread® group (P = 0.795). The proportion of those with HBeAg loss was 8.1% in the DA-2802 group and 10.8% in the Viread® group (P = 1.000). No subject showed HBsAg loss. The frequency of AEs during treatment was similar between the two groups. Most AEs were mild to moderate in severity. CONCLUSION: DA-2802 is considered an effective and safe treatment for patients with CHB. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT02967939.
Subject(s)
Antiviral Agents/therapeutic use , Hepatitis B, Chronic/drug therapy , Orotic Acid/therapeutic use , Tenofovir/therapeutic use , Adult , Dose-Response Relationship, Drug , Double-Blind Method , Female , Humans , Male , Middle Aged , Republic of Korea , Treatment OutcomeABSTRACT
BACKGROUND & AIMS: Third-generation cephalosporins (TGCs) are recommended as first-line antibiotics for treatment of spontaneous bacterial peritonitis (SBP). However, antibiotics against multidrug-resistant organisms (such as carbapenems) might be necessary. We aimed to evaluate whether carbapenems are superior to TGC for treatment of SBP. METHODS: We performed a retrospective study of 865 consecutive patients with a first presentation of SBP (275 culture positive; 103 with TGC-resistant bacterial infections) treated at 7 referral centers in Korea, from September 2013 through January 2018. The primary outcome was in-hospital mortality. We made all comparisons using data from patients whose baseline characteristics were balanced by inverse probability of treatment weighting. RESULTS: Of patients who initially received empirical treatment with antibiotics, 95 (11.0%) received carbapenems and 655 (75.7%) received TGCs. Among the entire study cohort, there was no significant difference in in-hospital mortality between the carbapenem (25.8%) and TGC (25.3%) groups (adjusted odds ratio [aOR], 0.97; 95% CI, 0.85-1.11; P = .66). In the subgroup of patients with high chronic liver failure-sequential organ failure assessment (CLIF-SOFA) scores (score of 7 or greater, n = 314), carbapenem treatment was associated with lower in-hospital mortality (23.1%) than in the TGC group (38.8%) (aOR, 0.84; 95% CI, 0.75-0.94; P=.002). In contrast, among patients with lower CLIF-SOFA scores (n = 436), in-hospital mortality did not differ significantly between the carbapenem group (24.7%) and the TGC group (16.0%) (aOR, 1.06; 95% CI, 0.85-1.32; P = .58). CONCLUSIONS: For patients with a first presentation of SBP, empirical treatment with carbapenem does not reduce in-hospital mortality compared to treatment with TGCs. However, among critically ill patients (CLIF-SOFA scores ≥7), empirical carbapenem treatment was significantly associated with lower in-hospital mortality than TGCs.
Subject(s)
Carbapenems , Peritonitis , Anti-Bacterial Agents/therapeutic use , Carbapenems/therapeutic use , Cephalosporins/therapeutic use , Humans , Liver Cirrhosis/drug therapy , Peritonitis/drug therapy , Retrospective StudiesABSTRACT
Several prediction scores for the early detection of hepatocellular carcinoma (HCC) are available. We validated the predictive accuracy of age, albumin, sex, liver cirrhosis (AASL), RESCUE-B, PAGE-B and modified PAGE-B (mPAGE-B) scores in chronic hepatitis B (CHB) patients treated with entecavir (ETV) or tenofovir disoproxil fumarate (TDF). Between 2007 and 2014, 3171 patients were recruited (1645, ETV; 1517, TDF). The predictive accuracy of each prediction score was assessed. The mean age of the study population (1977 men; 1194 women) was 48.8 years. Liver cirrhosis was present in 1040 (32.8%) patients. During follow-up (median, 58.2 months), 280 (8.8%) patients developed HCC; these patients were significantly older; more likely to be male; had significantly higher proportions of liver cirrhosis, hypertension and diabetes; and had significantly higher values for the four risk scores than those who did not develop HCC (all P < .05). Older age (hazard ratio [HR] = 1.048), male sex (HR = 2.142), liver cirrhosis (HR = 3.144) and prolonged prothrombin time (HR = 2.589) were independently associated with an increased risk of HCC (all P < .05), whereas a higher platelet count (HR = 0.996) was independently associated with a decreased risk of HCC (P < .05). The predictive accuracy of AASL score was the highest for 3- and 5-year HCC predictions (areas under the curve [AUCs] = 0.818 and 0.816, respectively), followed by RESCUE-B, PAGE-B and mPAGE-B scores (AUC = 0.780-0.815 and 0.769-0.814, respectively). In conclusion, four HCC prediction scores were assessed in Korean CHB patients treated with ETV or TDF. The AASL score showed the highest predictive accuracy.
Subject(s)
Carcinoma, Hepatocellular , Hepatitis B, Chronic , Liver Neoplasms , Aged , Antiviral Agents/therapeutic use , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/epidemiology , Female , Guanine/analogs & derivatives , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/drug therapy , Humans , Infant, Newborn , Liver Neoplasms/drug therapy , Liver Neoplasms/epidemiology , Male , Retrospective Studies , Tenofovir/therapeutic useABSTRACT
Background/Aims Regorafenib has been approved as a second-line systemic therapy for hepatocellular carcinoma (HCC) patients after the phase III RESORCE trial. This study analyzed real-world data to assess the clinical effectiveness and safety of regorafenib compared to the RESORCE trial. Methods This multicenter cohort study included HCC patients treated with regorafenib after sorafenib (n = 133). We evaluated the time to progression (TTP), progression-free survival (PFS), overall survival (OS), and safety in patients receiving regorafenib along with the predictors of prognosis. Results The median age was 60 years and 81.2% patients were men. Hepatitis B virus infection (68.4%) was the commonest etiology. Most patients were classified as Child-Pugh A (98.5%) and had extrahepatic metastasis (84%) and vascular invasion (45.1%). This study demonstrated similar characteristics apart from more frequent hepatitis B etiology and more vascular or extrahepatic involvement compared with the RESORCE trial. An objective response rate of 12.5% was obtained for response assessment (n = 112); the disease control rate was 34.8%. Thirty-eight patients died during follow-up. With regorafenib, the median OS, PFS, and TTP were 10.0, 2.7, and 2.6 months, respectively. In the exploratory analysis after sorafenib administration, the median OS was 25.8 months. The rate of response and survival were comparable to those in the RESORCE trial. Child-Pugh score > 5, alpha-fetoprotein > 400 ng/ml, and TTP for sorafenib ≥ median were independently associated with OS. Conclusions This real-word regorafenib study showed comparable effectiveness and safety to the RESORCE trial. Regorafenib improves the prognosis of patients with prolonged TTP during previous sorafenib therapy.
Subject(s)
Antineoplastic Agents/therapeutic use , Carcinoma, Hepatocellular/drug therapy , Liver Neoplasms/drug therapy , Phenylurea Compounds/therapeutic use , Pyridines/therapeutic use , Sorafenib/therapeutic use , Adult , Age Factors , Aged , Aged, 80 and over , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/adverse effects , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Hepatocellular/mortality , Carcinoma, Hepatocellular/pathology , Female , Humans , Kaplan-Meier Estimate , Liver Neoplasms/mortality , Liver Neoplasms/pathology , Male , Middle Aged , Patient Acuity , Phenylurea Compounds/administration & dosage , Phenylurea Compounds/adverse effects , Progression-Free Survival , Pyridines/administration & dosage , Pyridines/adverse effects , Republic of Korea , Retrospective Studies , Sex Factors , Sorafenib/administration & dosage , Sorafenib/adverse effectsABSTRACT
Transarterial radioembolization (TARE) is one of the therapeutic options for hepatocellular carcinoma (HCC). This study aimed to investigate the predictors and prognostic values of achieving curative treatments after TARE. Overall, 143 patients with intrahepatic HCC treated with TARE between 2011 and 2017 were recruited from two Korean tertiary institutes. Twenty-seven patients received curative treatments after TARE. Younger age than 65 years and AFP of ≤200 ng/mL independently predicted the increased probability of achieving curative treatment after TARE, and the curative treatment after TARE provided a survival benefit in patients with intrahepatic HCC.
Subject(s)
Carcinoma, Hepatocellular/therapy , Embolization, Therapeutic/methods , Liver Neoplasms/therapy , Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/mortality , Chemoradiotherapy , Female , Humans , Kaplan-Meier Estimate , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/mortality , Male , Middle Aged , Retrospective Studies , Treatment Outcome , Yttrium RadioisotopesABSTRACT
BACKGROUND: Natural killer (NK) cells have been known to contribute to surveillance and control of hepatocellular carcinoma (HCC). However, the association of NK cell activity with stage and recurrence risk of HCC have not been fully evaluated. METHODS: Untreated patients with newly diagnosed HCC were prospectively enrolled. Peripheral blood mononuclear cells were isolated at the time of diagnosis. Patients who had undergone surgery or radiofrequency ablation were classified as the curative treatment group, and their blood samples were collected again at 1 month after treatment. RESULTS: A total of 80 patients with HCC were enrolled. The mean age was 62.5 years. At baseline, interferon (IFN)-γ producing NK cell proportion was significantly lower in patients with Barcelona clinic liver cancer (BCLC) stage B, C, or D than in those with BCLC stage 0 (42.9% vs. 56.8%, P = 0.045). Among all patients, 56 patients had undergone curative treatment, and 42 patients re-visited at 1 month after curative treatment. There was no significant change in total NK cell and IFN-γ producing NK cell proportion from baseline to 1 month after treatment (all P > 0.05). During a median follow-up of 12.4 months, HCC recurred in 14 patients (33.3%). When patients were classified according to the IFN-γ producing NK cell proportion (group 1, ≥ 45%; and group 2, < 45%), HCC recurrence rate did not differ according to the IFN-γ producing NK cell proportion at baseline (log-rank test, P = 0.835). However, patients with < 45% IFN-γ producing NK cell proportion at 1 month after treatment had a significantly higher HCC recurrence rate than patients with that of ≥ 45% (log-rank test, P < 0.001). Multivariate analysis revealed that BCLC stage B (hazard ratio [HR] = 3.412, P = 0.045) and < 45% IFN-γ producing NK cell proportion at 1 month after treatment (HR = 6.934, P = 0.001) independently predicted an increased risk of HCC recurrence. CONCLUSIONS: Decreased NK cell activity is significantly associated with the advanced stage of HCC, and the increased recurrence risk of HCC after curative treatment.
Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Carcinoma, Hepatocellular/surgery , Humans , Killer Cells, Natural , Leukocytes, Mononuclear , Middle Aged , Neoplasm Recurrence, Local/epidemiology , Retrospective Studies , Risk FactorsABSTRACT
BACKGROUND AND AIMS: Sorafenib is a proven first-line treatment recommended for hepatocellular carcinoma (HCC) patients with portal vein invasion (PVI). However, multiple treatment modalities are used in clinical practice as a first-line option. This study is a prospective, observational, multicenter, cohort study evaluating patterns of treatment modalities and outcomes for HCC patients with PVI. METHODS: The baseline characteristics, treatment modalities, and outcomes were prospectively collected for 287 newly diagnosed HCC patients with PVI between August 2015 and July 2016 from 16 sites in Korea. RESULTS: During a median 7.8 months of follow-up (range 0.3-24.6 months), mortality was observed in 123 (42.9%) patients. Decision tree analysis classified patients into five subgroups with different outcomes. The patterns of treatment were very heterogeneous, and there was no dominant treatment modality. The most commonly used treatment modality was transarterial chemoembolization (TACE) (20.2%) followed by TACE plus external beam radiation therapy (17.8%) and sorafenib (12.5%). When stratified according to the extent of PVI, sorafenib treatment showed comparable outcomes when the PVI extent was lobal or main/bilateral, yet showed worse outcomes when the PVI extent was limited to the segmental level compared to those who received treatment other than sorafenib. CONCLUSIONS: HCC patients with PVI comprise a heterogeneous population and are treated with various treatment modalities with diverse clinical outcomes in clinical practice. Subclassification of HCC patients with PVI is required to minimize heterogeneity and should be considered for the selection of treatment modalities and future clinical trials.
Subject(s)
Carcinoma, Hepatocellular/therapy , Liver Neoplasms/therapy , Portal Vein/pathology , Vascular Neoplasms/therapy , Aged , Antineoplastic Agents/administration & dosage , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/mortality , Chemoembolization, Therapeutic/methods , Cohort Studies , Combined Modality Therapy/methods , Female , Follow-Up Studies , Humans , Liver Neoplasms/diagnosis , Liver Neoplasms/mortality , Male , Middle Aged , Neoplasm Invasiveness/pathology , Prospective Studies , Sorafenib/administration & dosage , Survival Rate/trends , Treatment Outcome , Vascular Neoplasms/diagnosis , Vascular Neoplasms/mortalityABSTRACT
OBJECTIVE: Direct comparison of the clinical outcomes between nucleos(t)ide analogue (NA) discontinuation versus NA continuation has not been performed in patients with chronic hepatitis B who achieved HBsAg-seroclearance. Whether NA discontinuation was as safe as NA continuation after NA-induced surface antigen of HBV (HBsAg) seroclearance was investigated in the present study. DESIGNS: This multicentre study included 276 patients from 16 hospitals in Korea who achieved NA-induced HBsAg seroclearance: 131 (47.5%) discontinued NA treatment within 6 months after HBsAg seroclearance (NA discontinuation group) and 145 (52.5%) continued NA treatment (NA continuation group). Primary endpoint was HBsAg reversion and secondary endpoints included serum HBV DNA redetection and development of hepatocellular carcinoma (HCC). RESULTS: During follow-up (median=26.9 months, IQR=12.2-49.2 months), 10 patients (3.6%) experienced HBsAg reversion, 6 (2.2%) showed HBV DNA redetection and 8 (2.9%) developed HCC. Compared with NA continuation, NA discontinuation was not associated with HBsAg reversion in both univariable (HR=0.45, 95% CI=0.12 to 1.76, log-rank p=0.24) and multivariable analyses (adjusted HR=0.65, 95% CI=0.16 to 2.59, p=0.54). The cumulative probabilities of HBsAg reversion at 1, 3 and 5 years were 0.8%, 2.3% and 5.0% in the NA discontinuation group, and 1.5%, 6.3% and 8.4% in the NA continuation group, respectively. NA discontinuation was not associated with higher risk of either HBV redetection (HR=0.83, 95% CI=0.16 to 4.16, log-rank p=0.82) or HCC development (HR=0.53, 95% CI=0.12 to 2.23, log-rank p=0.38). CONCLUSION: The discontinuation of NA was not associated with a higher risk of either HBsAg reversion, serum HBV DNA redetection or HCC development compared with NA continuation among patients who achieved HBsAg seroclearance with NA.
Subject(s)
Antiviral Agents/administration & dosage , Hepatitis B Surface Antigens/blood , Hepatitis B, Chronic/drug therapy , Sustained Virologic Response , Carcinoma, Hepatocellular/epidemiology , Carcinoma, Hepatocellular/prevention & control , Carcinoma, Hepatocellular/virology , DNA, Viral/blood , Female , Follow-Up Studies , Guanine/administration & dosage , Guanine/analogs & derivatives , Hepatitis B virus/genetics , Humans , Lamivudine/administration & dosage , Liver Neoplasms/epidemiology , Liver Neoplasms/prevention & control , Liver Neoplasms/virology , Male , Middle Aged , Tenofovir/administration & dosageABSTRACT
BACKGROUND & AIMS: Researchers previously developed a scoring system to determine the risk of hepatocellular carcinoma (HCC) in patients with chronic hepatitis B virus (HBV) infection, based on the presence of cirrhosis, patient age, male sex, and diabetes (called the CAMD scoring system). We validated the CAMD scoring system and compared its performance with that of other risk assessment models in an independent cohort. METHODS: We followed up 3277 patients with chronic HBV infection (mean age, 48.7 y; 62.6% male; 32.4% with cirrhosis) who were treated with entecavir (n = 1725) or tenofovir (n = 1552) as the first-line antiviral agent in 4 academic teaching hospitals in the Republic of Korea. The primary outcome was development of HCC. We evaluated the ability of the CAMD, PAGE-B, and mPAGE-B scoring systems to identify patients who would develop HCC using integrated area under the curve (iAUC) analysis. RESULTS: Over a median follow-up period of 58.2 months, 8.9% of the patients developed HCC. Patients who developed HCC were older, more likely to be male, and had higher proportions of cirrhosis and diabetes than patients who did not develop HCC (all P < .05). CAMD scores identified patients who developed HCC with an iAUC of 0.790, mPAGE-B scores with an iAUC of 0.769, and PAGE-B scores with an iAUC of 0.760. The 5-year cumulative risks of HCC were 1.3% in patients with low CAMD scores (<8), 8.0% in patients with intermediate CAMD scores (8-13), and 24.3% in patients with high CAMD scores (>13) (P < .001 for comparison of low- vs intermediate-score groups and between intermediate- vs high-score groups). The predicted and observed probabilities of HCC had excellent agreement. CONCLUSIONS: We validated the CAMD scoring system in determining the risk of HCC in patients with chronic HBV treatment receiving entecavir or tenofovir treatment. Validation was performed in a cohort of patients in the Republic of Korea, where most patients have genotype C2 HBV infection.
Subject(s)
Carcinoma, Hepatocellular , Hepatitis B, Chronic , Liver Neoplasms , Antiviral Agents/therapeutic use , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/epidemiology , Female , Hepatitis B virus , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/drug therapy , Humans , Liver Cirrhosis/drug therapy , Liver Cirrhosis/epidemiology , Liver Neoplasms/drug therapy , Liver Neoplasms/epidemiology , Male , Middle Aged , Retrospective Studies , Tenofovir/therapeutic useABSTRACT
The risk of developing hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) is reduced by antiviral therapy. Here, we evaluated the chronological trends in HCC development risk starting in 2007, when entecavir reimbursement was first initiated in South Korea. Treatment-naïve patients with chronic hepatitis B (CHB) receiving entecavir 0.5 mg/d were stratified into three groups according to entecavir start time: early (2007-2010), middle (2011-2012) and late (2013-2014) cohorts Among 2442 patients, cumulative probabilities of developing HCC after 1, 3 and 5 years were, respectively, 1.7%, 5.1%, and 8.2% (early cohort; n = 672); 1.5%, 5.1% and 8.9% (middle cohort; n = 757); and 1.2%, 5.3% and 10.6% (late cohort; n = 1013; P > .05 between each pair). Older age, male, positive hepatitis B e antigen, liver cirrhosis, Child-Pugh class B (vs A) and lower platelet count significantly predicted HCC development in univariate analysis (P < .001), whereas entecavir start time (early vs middle vs late cohorts) did not affect the risk of HCC development (P = .457). A multivariate analysis revealed that older age (adjusted hazard ratio [aHR]=1.041), male gender (aHR = 2.069), liver cirrhosis (aHR = 3.771) and Child-Pugh class B (vs A, aHR = 1.548) were independently associated with an increased risk of HCC development, whereas higher platelet count was independently associated with a reduced risk of HCC development (aHR = 0.993; all P < .05). In conclusion, the risk of developing HCC among patients receiving entecavir in South Korea has been stable since 2007. To establish more effective HCC surveillance programs, further studies regarding the carcinogenic roles of nonviral factors are required.
Subject(s)
Carcinoma, Hepatocellular , Hepatitis B, Chronic , Liver Neoplasms , Aged , Antiviral Agents/therapeutic use , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/epidemiology , Guanine/analogs & derivatives , Hepatitis B virus , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/drug therapy , Humans , Liver Cirrhosis/drug therapy , Liver Cirrhosis/epidemiology , Liver Neoplasms/drug therapy , Liver Neoplasms/epidemiology , Male , Retrospective Studies , Treatment OutcomeABSTRACT
The treatment of multidrug-resistant (MDR) chronic hepatitis B (CHB) is challenging. Herein, we report a multicenter prospective cohort study for the evaluation of tenofovir disoproxil fumarate (TDF)-based therapy for MDR CHB in a real-life setting. The inclusion criteria comprised patients with resistance to more than two nucleos(t)ide analogue (NA) classes and hepatitis B virus (HBV) DNA level of ≥200 IU/mL. The primary end-point was virologic response (VR), defined as undetectable HBV DNA (<20 IU/mL) after 60 months. A total of 236 patients met the inclusion criteria. The mean HBV DNA level was 4.16 ± 1.44 log IU/mL; 26.7% of patients had liver cirrhosis. Before the initiation of TDF, 33.5%, 44.9% and 21.6% of patients had mutations resistant to L-NA + adefovir, L-NA + entecavir (ETV) and L-NA + adefovir + ETV, respectively. A total of 184 patients received TDF-based combination therapy [TDF + ETV (n = 178) or TDF + L-NA (n = 6)], and 52 patients received TDF monotherapy. In the entire cohort, the VR rates were 77.2%, 89.9% and 92.2% at 12, 36 and 60 months, respectively. The VR rates were not significantly different between the combination therapy and the monotherapy group after 12 (76.2% vs 80.4%, P = .533), 36 (89.8% vs 90.3%, P = 1.000) or 60 (92.9% vs 87.5%, P = .499) months. Also, there was no significant difference in the cumulative VR rates for 5 years between the treatment groups (P = .910). Newly developed antiviral resistance was not observed. TDF-based therapy was effective for the treatment of MDR CHB. The efficacy of TDF monotherapy was not different from that of the TDF-based combination therapy.