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1.
Liver Transpl ; 2024 Apr 17.
Artigo em Inglês | MEDLINE | ID: mdl-38809243

RESUMO

While steroid therapy is the preferred treatment for severe alcohol-associated hepatitis, the role of effector regulatory T (eTreg) cells and their association with steroid response and clinical outcomes in these patients remains to be elucidated. We prospectively enrolled 47 consecutive patients with alcohol-associated hepatitis, consisting of severe alcohol-associated hepatitis treated with steroids (n=18; steroid-treated group) and mild alcohol-associated hepatitis (n=29; nontreated group). After isolating peripheral blood mononuclear cells from the patients at enrollment and again 7 days later, the frequency of eTreg cells was examined using flow cytometry. Single-cell RNA sequencing analysis was conducted using paired peripheral blood mononuclear cells. In vitro experiments were also performed to assess phenotype changes and the suppressive function of Treg cells following steroid treatment. The steroid-treated group exhibited significantly higher Model for End-Stage Liver Disease scores than the nontreated group (p < 0.01). Within the steroid-treated group, the proportion of eTreg cells significantly expanded in the steroid responders (n=13; p = 0.01). Furthermore, a significant positive correlation was observed between the decrease in the Model for End-Stage Liver Disease score and the increase in eTreg cells (p < 0.05). Single-cell RNA sequencing using paired peripheral blood mononuclear cells (pre-steroid and post-steroid therapy) from a steroid responder revealed gene expression changes in T cells and monocytes, suggesting enhancement of Treg cell function. In vitro results showed an elevation in the proportion of eTreg cells after steroid therapy. In conclusion, our findings suggest that the efficacy of steroid therapy in patients with severe alcohol-associated hepatitis is mediated by an increase in the number of eTreg cells.

2.
Artigo em Inglês | MEDLINE | ID: mdl-38690711

RESUMO

BACKGROUND AND AIM: Our study evaluated the outcomes of switching from tenofovir disoproxil fumarate (TDF) to tenofovir alafenamide (TAF) in patients with chronic hepatitis B (CHB). We assessed viral and biochemical responses as well as changes in the estimated glomerular filtration rate (eGFR) and bone mineral density (BMD). METHODS: This retrospective multicenter study included CHB patients who achieved virologic response (VR) (HBV DNA < 20 IU/mL) while on TDF and were subsequently switched to TAF between April 2018 and October 2021. RESULTS: This study included 309 patients with a median age of 59 years, and 42.1% were male. The mean duration of TDF and TAF administration were 54.0 and 37.5 months, respectively. All patients maintained VR after switching to TAF. Alanine aminotransferase (ALT) normalization rate significantly increased 6 months after switching (74.8%-83.5%; P = 0.008). Adjusted eGFR significantly improved at 6 months (+5.55 ± 10.52 mL/min/1.73 m2; P < 0.001) and 12 months (+6.02 ± 10.70 mL/min/1.73 m2; P < 0.001) after switching. In the subgroup of patients with renal impairment (eGFR < 60 mL/min/1.73 m2), significant improvement in renal function was observed at 6 months (+0.6 ± 10.5 mL/min/1.73 m2; P < 0.001) and 12 months (+1.0 ± 10.7 mL/min/1.73 m2; P < 0.001) after switching to TAF. In patients with osteoporosis (n = 182), switching to TAF resulted in significant improvement in spine and hip BMD at 12 months, with increases of 9.7% (95% CI: 7.0-12.5) and 9.4% (95% CI: 7.0-11.8), respectively. CONCLUSION: In this real-world study, switching to TAF was effective and safe in patients, with notable improvements in ALT levels, renal function, and BMD.

3.
Int J Mol Sci ; 24(5)2023 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-36902432

RESUMO

The liver is frequently exposed to potentially toxic materials, and it is the primary site of clearance of foreign agents, along with many innate and adaptive immune cells. Subsequently, drug induced liver injury (DILI), which is caused by medications, herbs, and dietary supplements, often occurs and has become an important issue in liver diseases. Reactive metabolites or drug-protein complexes induce DILI via the activation of various innate and adaptive immune cells. There has been a revolutionary development of treatment drugs for hepatocellular carcinoma (HCC) and liver transplantation (LT), including immune checkpoint inhibitors (ICIs), that show high efficacy in patients with advanced HCC. Along with the high efficacy of novel drugs, DILI has become a pivotal issue in the use of new drugs, including ICIs. This review demonstrates the immunological mechanism of DILI, including the innate and adaptive immune systems. Moreover, it aims to provide drug treatment targets, describe the mechanisms of DILI, and detail the management of DILI caused by drugs for HCC and LT.


Assuntos
Carcinoma Hepatocelular , Doença Hepática Induzida por Substâncias e Drogas , Neoplasias Hepáticas , Transplante de Fígado , Humanos
4.
J Transl Med ; 20(1): 104, 2022 02 25.
Artigo em Inglês | MEDLINE | ID: mdl-35216600

RESUMO

BACKGROUND: Graft-versus-host disease (GvHD) is a critical complication after allogeneic hematopoietic stem cell transplantation (HSCT). The immunosuppressants given to patients undergoing allogeneic HSCT disturb the microbiome and the host immune system, potentially leading to dysbiosis and inflammation, and may affect immune function and bone marrow transplantation. The intestinal microbiome is a target for the development of novel therapies for GvHD. Lactobacillus species are widely used supplements to induce production of antimicrobial and anti-inflammatory factors. METHODS: We determined the effect of the combination of Lactobacillus acidophilus and FK506 on GvHD following major histocompatibility complex-mismatched bone marrow transplantation. RESULTS: The combination treatment suppressed IFN-γ and IL-17-producing T cell differentiation, but increased Foxp3+Treg differentiation and IL-10 production. Also, the combination treatment and combination treated-induced Treg cells modulated the proliferation of murine alloreactive T cells in vitro. Additionally, the combination treatment upregulated Treg-related genes-Nt5e, Foxp3, Ikzf2, Nrp1 and Itgb8-in murine CD4+-T cells. The combination treatment also alleviated GvHD clinically and histopathologically by controlling the effector T cell and Treg balance in vivo. Moreover, the combination treatment decreased Th17 differentiation significantly and significantly upregulated Foxp3 and IL-10 expression in peripheral blood mononuclear cells from healthy controls and liver transplantation (LT) patients. CONCLUSIONS: Therefore, the combination of L. acidophilus and FK506 is effective and safe for patients undergoing allogeneic hematopoietic stem cell transplantation.


Assuntos
Doença Enxerto-Hospedeiro , Linfócitos T Reguladores , Doença Aguda , Animais , Doença Enxerto-Hospedeiro/tratamento farmacológico , Humanos , Lactobacillus acidophilus , Leucócitos Mononucleares , Camundongos , Camundongos Endogâmicos C57BL , Tacrolimo/farmacologia , Tacrolimo/uso terapêutico
5.
Clin Infect Dis ; 73(6): e1372-e1375, 2021 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-33846712

RESUMO

The risk of reactivation of resolved hepatitis B virus (HBV) in hepatitis B surface antigen (HBsAg)-negative multiple myeloma patients after daratumumab has not been reported. Among 93 patients with daratumumab treatment, reactivation occurred in 6 patients (6.5%) with one hepatic failure. This is the first report demonstrating a considerable risk of reactivation of resolved HBV after daratumumab.


Assuntos
Hepatite B , Mieloma Múltiplo , Anticorpos Monoclonais/efeitos adversos , Anticorpos Anti-Hepatite B , Antígenos de Superfície da Hepatite B , Vírus da Hepatite B , Humanos , Mieloma Múltiplo/tratamento farmacológico , Ativação Viral
6.
Liver Int ; 41(2): 288-294, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33043567

RESUMO

BACKGROUND & AIMS: Nucleos(t)ide analogue (NA) therapy in chronic hepatitis B (CHB) patients reduces liver-related mortality. However, long-term outcomes after pegylated interferon (PEG-IFN) therapy remain to be elucidated. Therefore, we aimed to investigate the long-term effectiveness and clinical outcomes of PEG-IFN therapy. METHODS: A total of 190 patients treated with PEG-IFN for CHB or compensated cirrhosis were consecutively enrolled between 2005 and 2014, and 122 patients who completed the treatment were analysed. The initial response was assessed at 6 months post-treatment and defined as achieving both <2000 IU/mL HBV DNA and HBeAg loss or seroconversion in the HBeAg-positive group, and <2000 IU/mL HBV DNA in the HBeAg-negative group. The rates of HBsAg loss, disease progression to cirrhosis or HCC, and sustained off-therapy response, defined as not requiring further NAs because of low viremia and liver enzymes, were analysed. RESULTS: The median follow-up period was 7.2 years. Forty-three (35.2%) patients achieved an initial response and 53 patients (43.4%) achieved a sustained response. Initial responders displayed higher rates of sustained response than noninitial responders (69.6% vs 32.5%, P < .001). A higher rate of HBsAg loss was observed in patients who achieved a sustained response than in non-sustained responders (16.2% vs 2.5%, P = .01). Disease progression to cirrhosis or HCC was observed in eight patients (6.6%) who were nonsustained responders. CONCLUSIONS: During long-term follow-up after PEG-IFN treatment, nearly half of patients achieved sustained response without the need of further NA and these patients displayed favourable outcomes, including HBsAg loss and no disease progression.


Assuntos
Carcinoma Hepatocelular , Hepatite B Crônica , Neoplasias Hepáticas , Antivirais/uso terapêutico , Carcinoma Hepatocelular/tratamento farmacológico , Progressão da Doença , Antígenos de Superfície da Hepatite B , Antígenos E da Hepatite B , Hepatite B Crônica/tratamento farmacológico , Humanos , Interferon-alfa/uso terapêutico , Neoplasias Hepáticas/tratamento farmacológico , Polietilenoglicóis/uso terapêutico , Proteínas Recombinantes/uso terapêutico , Resultado do Tratamento
7.
J Gastroenterol Hepatol ; 36(10): 2917-2924, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-34031909

RESUMO

BACKGROUND AND AIM: Serum Mac-2-binding protein glycosylation isomer (M2BPGi) has been studied as a marker for liver fibrosis or cirrhosis. This study explores the potential role of M2BPGi in predicting clinical outcomes of patients with hepatocellular carcinoma (HCC) treated with transarterial chemoembolization (TACE). METHODS: A total of 226 HCC patients undergoing TACE were enrolled. Serum M2BPGi was measured at baseline. Receiver operating characteristic curve analysis was used to determine the cut-off value (= 2.82) of M2BPGi for prediction of patient outcomes. The prognostic performance of M2BPGi was compared with the hepatoma arterial embolization prognostic (HAP) score. The primary outcome was progression-free survival (PFS). Secondary outcomes included overall survival (OS), radiologic response, and recurrence after complete response (CR). RESULTS: Median PFS was 14.5 months. Patients with low M2BPGi levels had significantly better OS and PFS than those with high M2BPGi levels. M2BPGi was an independent variable for PFS and OS. Patients were classified into three groups by combination of M2BPGi and the HAP score. The low-risk group had significantly better PFS and OS than the high-risk and intermediate-risk groups, whereas the differences between the high-risk and intermediate-risk groups were insignificant. The combination showed higher area under the receiver operating characteristic curve for 3-year PFS and OS than the HAP score alone. M2BPGi was a significant predictor of HCC recurrence after achieving CR. CONCLUSIONS: Serum M2BPGi level is a useful prognostic indicator of PFS and OS in TACE-treated HCC patients, as well as recurrent cases, which cannot be predicted with the HAP score. The combination of M2BPGi and the HAP score enhances the detection of TACE-preferred patients.


Assuntos
Carcinoma Hepatocelular , Quimioembolização Terapêutica , Neoplasias Hepáticas , Carcinoma Hepatocelular/diagnóstico por imagem , Carcinoma Hepatocelular/terapia , Glicosilação , Humanos , Cirrose Hepática , Neoplasias Hepáticas/terapia , Prognóstico
8.
Int J Mol Sci ; 22(19)2021 Sep 24.
Artigo em Inglês | MEDLINE | ID: mdl-34638613

RESUMO

Hepatocellular carcinoma (HCC) is one of the leading causes of cancer-related mortalities worldwide. Patients with early-stage HCC are eligible for curative treatments, such as surgical resection, liver transplantation (LT) and percutaneous ablation. Although curative treatments provide excellent long-term survival, almost 70-80% of patients experience HCC recurrence after curative treatments. Tumor-related factors, including tumor size, number and differentiation, and underlying liver disease, are well-known risk factors for recurrence following curative therapies. Moreover, the tumor microenvironment (TME) also plays a key role in the recurrence of HCC. Many immunosuppressive mechanisms, such as an increase in regulatory T cells and myeloid-derived suppressor cells with a decrease in cytotoxic T cells, are implicated in HCC recurrence. These suppressive TMEs are also modulated by several factors and pathways, including mammalian target of rapamycin signaling, vascular endothelial growth factor, programmed cell death protein 1 and its ligand 1. Based on these mechanisms and the promising results of immune checkpoint blockers (ICBs) in advanced HCC, there have been several ongoing adjuvant studies using a single or combination of ICB following curative treatments in HCC. In this review, we strive to provide biologic and immunological markers, prognostic factors, and challenges associated with clinical outcomes after curative treatments, including resection, LT and ablation.


Assuntos
Carcinoma Hepatocelular/imunologia , Carcinoma Hepatocelular/terapia , Neoplasias Hepáticas/imunologia , Neoplasias Hepáticas/terapia , Técnicas de Ablação , Biomarcadores Tumorais/imunologia , Hepatectomia , Humanos , Transplante de Fígado , Recidiva Local de Neoplasia/imunologia , Recidiva Local de Neoplasia/prevenção & controle , Prognóstico , Fatores de Risco , Microambiente Tumoral/imunologia
9.
Int J Mol Sci ; 22(13)2021 Jun 30.
Artigo em Inglês | MEDLINE | ID: mdl-34209079

RESUMO

Although hepatitis B virus (HBV) integration into the cellular genome is well known in HCC (hepatocellular carcinoma) patients, its biological role still remains uncertain. This study investigated the patterns of HBV integration and correlated them with TERT (telomerase reverse transcriptase) alterations in paired tumor and non-tumor tissues. Compared to those in non-tumors, tumoral integrations occurred less frequently but with higher read counts and were more preferentially observed in genic regions with significant enrichment of integration into promoters. In HBV-related tumors, TERT promoter was identified as the most frequent site (38.5% (10/26)) of HBV integration. TERT promoter mutation was observed only in tumors (24.2% (8/33)), but not in non-tumors. Only 3.00% (34/1133) of HBV integration sites were shared between tumors and non-tumors. Within the HBV genome, HBV breakpoints were distributed preferentially in the 3' end of HBx, with more tumoral integrations detected in the preS/S region. The major genes that were recurrently affected by HBV integration included TERT and MLL4 for tumors and FN1 for non-tumors. Functional enrichment analysis of tumoral genes with integrations showed enrichment of cancer-associated genes. The patterns and functions of HBV integration are distinct between tumors and non-tumors. Tumoral integration is often enriched into both human-virus regions with oncogenic regulatory function. The characteristic genomic features of HBV integration together with TERT alteration may dysregulate the affected gene function, thereby contributing to hepatocarcinogenesis.


Assuntos
Carcinoma Hepatocelular/virologia , Vírus da Hepatite B/fisiologia , Hepatite B/genética , Neoplasias Hepáticas/virologia , Mutação , Telomerase/genética , Adulto , Idoso , Carcinoma Hepatocelular/genética , Estudos de Casos e Controles , DNA Viral/genética , Feminino , Fibronectinas/genética , Hepatite B/complicações , Histona-Lisina N-Metiltransferase/genética , Humanos , Neoplasias Hepáticas/genética , Masculino , Pessoa de Meia-Idade , Regiões Promotoras Genéticas , Transativadores/genética , Proteínas Virais Reguladoras e Acessórias/genética , Integração Viral
10.
Int J Mol Sci ; 22(9)2021 Apr 29.
Artigo em Inglês | MEDLINE | ID: mdl-33946835

RESUMO

A predictive biomarker of immune checkpoint inhibitor (ICI)-based treatments in hepatocellular carcinoma (HCC) has not been clearly demonstrated. In this study, we focused on the infiltration and programmed death ligand 1 (PD-L1) expression of tumor-associated macrophages (TAMs) in the tumor microenvironment of HCC. Immunohistochemistry demonstrated that PD-L1 was preferentially expressed on CD68+ macrophages in the tumor microenvironment of HCC, suggestive of its expression in TAMs rather than in T cells or tumor cells (P < 0.05). A co-culture experiment using activated T cells and M2 macrophages confirmed a significant increase in T cell functionality after the pretreatment of M2 macrophages with anti-PD-L1. Syngeneic mouse model experiments demonstrated that TAMs expressed PD-L1 and tumors treated with anti-PD-L1 showed smaller diameters than those treated with IgG. In these mice, anti-PD-L1 treatment increased activation markers in intratumoral CD8+ T cells and reduced the size of the TAM population. Regarding nivolumab-treated patients, three of eight patients responded to the anti-PD-1 treatment. The percentage of Ki-67-positive CD4+ and CD8+ T cells was higher in responders than non-responders after nivolumab. Overall, PD-L1 expression on TAMs may be targeted by immune-based HCC treatment, and ICI treatment results in the reinvigoration of exhausted CD8+ T cells in HCC.


Assuntos
Antineoplásicos Imunológicos/farmacologia , Antígeno B7-H1/biossíntese , Carcinoma Hepatocelular/imunologia , Inibidores de Checkpoint Imunológico/farmacologia , Imunoterapia/métodos , Neoplasias Hepáticas/imunologia , Terapia de Alvo Molecular/métodos , Proteínas de Neoplasias/biossíntese , Nivolumabe/farmacologia , Microambiente Tumoral/imunologia , Macrófagos Associados a Tumor/metabolismo , Animais , Antineoplásicos Imunológicos/uso terapêutico , Antígeno B7-H1/antagonistas & inibidores , Antígeno B7-H1/genética , Carcinoma Hepatocelular/patologia , Carcinoma Hepatocelular/terapia , Técnicas de Cocultura , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Humanos , Inibidores de Checkpoint Imunológico/uso terapêutico , Antígeno Ki-67/biossíntese , Antígeno Ki-67/genética , Neoplasias Hepáticas/patologia , Neoplasias Hepáticas/terapia , Neoplasias Hepáticas Experimentais/imunologia , Linfócitos do Interstício Tumoral/imunologia , Camundongos , Camundongos Endogâmicos C57BL , Proteínas de Neoplasias/antagonistas & inibidores , Proteínas de Neoplasias/genética , Nivolumabe/uso terapêutico , Subpopulações de Linfócitos T/imunologia , Subpopulações de Linfócitos T/metabolismo , Células Tumorais Cultivadas , Macrófagos Associados a Tumor/efeitos dos fármacos
13.
J Transl Med ; 13: 310, 2015 Sep 21.
Artigo em Inglês | MEDLINE | ID: mdl-26391982

RESUMO

BACKGROUND: Hepatitis B (HB) is an infectious disease with unfavorable consequence for patients and involved in chronic inflammation of liver. The present study aimed to investigate whether High-mobility group protein B (HMGB)1/receptor for advanced glycation end products (RAGE) aggravates inflammation enhancing the expression of interleukin (IL)-17. METHODS: Mild and severe HB liver tissue and peripheral blood samples were obtained intra-operatively. Histological analysis of the livers was performed by immunohistochemistry. IL-1ß and IL-6 of liver tissue were detected by confocal microscopy staining. Relative mRNA expression was measured by real-time PCR and protein levels were measured by enzyme-linked immunosorbent assay. RESULTS: HMGB1, RAGE and IL-17 expression is increased in liver of HB patients with acute on chronic liver failure (ACLF) compared to healthy controls. HMGB1 treatment induced inflammatory cytokines including IL-17 in peripheral blood cells of HB patients. IL-17 also induced the expression of RAGE and IL-1ß in peripheral blood cells of HB patients with ACLF. On the other hands, the inhibitory factor of p38 and nuclear factor-kappa B reduced the expression of RAGE and IL-1ß in peripheral blood cells HB patients with ACLF. CONCLUSIONS: HMGB1, RAGE and IL-17 expression is increased in liver of severe HB patients. HMGB1 and RAGE interaction may contribute to the inflammation of liver enhancing the expression of IL-17, which can be possibly restored through the decline of the HMGB1/RAGE axis.


Assuntos
Proteína HMGB1/metabolismo , Hepatite B/sangue , Inflamação , Interleucina-17/metabolismo , Receptor para Produtos Finais de Glicação Avançada/metabolismo , Adulto , Estudos de Casos e Controles , Ensaio de Imunoadsorção Enzimática , Feminino , Regulação da Expressão Gênica , Humanos , Imuno-Histoquímica , Interleucina-1beta/metabolismo , Fígado/metabolismo , Masculino , Microscopia Confocal , Microscopia de Fluorescência , Pessoa de Meia-Idade , Estudos Prospectivos , RNA Mensageiro/metabolismo , Reação em Cadeia da Polimerase em Tempo Real , Receptores Imunológicos/metabolismo , Proteínas Quinases p38 Ativadas por Mitógeno/metabolismo
14.
J Liver Cancer ; 2024 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-38852989

RESUMO

Background: Although cigarette smoking has been associated with an increased risk of hepatocellular carcinoma (HCC), its association with HCC mortality remains underexplored. We aimed to evaluate the effect of smoking on early mortality in HCC patients following curative treatment. Methods: Data from the Korean Primary Liver Cancer Registry were examined for HCC patients who underwent liver resection or radiofrequency ablation between 2015 and 2018. Smoking cumulative dose was assessed in pack-years. The primary outcome was the 3-year overall survival (OS). Results: Among 1924 patients, 161 were classified as heavy smokers (≥ 40 pack-years). Heavy smokers exhibited a lower 3-year survival rate (77.1 %) than nonsmokers (83.3%), with a significant difference observed in the 3-year OS (p = 0.016). The assessment of smoking packyears in relation to 3-year OS revealed a dose-dependent pattern, with the hazard ratio exceeding 1.0 at 20 pack-years and continuing to rise until 40 pack-years, reaching peak at 1.21 (95% confidence interval: 1.01, 1.45). Multivariate Cox-regression analysis revealed heavy smoking, age ≥ 60 y, underlying cirrhosis, tumor size > 3 cm, vascular invasion, and Child-Pugh class B/C as risk factors for 3-year OS. Subgroup analyses of patients with a tumor size < 3 cm, absence of vascular invasion, and meeting the Milan criteria also showed inferior outcomes for heavy smokers in all three subgroups. Conclusion: Heavy smoking, defined as a history of > 40 pack-years, was linked to poorer 3-year survival outcomes in HCC patients undergoing curative treatments, underscoring the importance of smoking cessation in this population.

15.
Diagnostics (Basel) ; 14(5)2024 Feb 25.
Artigo em Inglês | MEDLINE | ID: mdl-38472967

RESUMO

The long-term kinetics of quantitative HBsAg levels in HBV-infected patients treated with entecavir or tenofovir, as well as the role of quantitative HBsAg in predicting functional cure (HBsAg loss) and low HBsAg levels (<2 log IU/mL) remain unclear. Of some 1661 consecutively enrolled patients newly treated with entecavir or tenofovir, we analyzed 852 patients who underwent serial HBsAg level checks every 6-12 months. The primary outcomes included long-term kinetics in HBsAg levels and the rate of functional cure and achieving low HBsAg levels. Over a mean 6.3-year follow-up, the functional cure rate was 2.28% (n = 19), and 12.9% (n = 108) achieved low HBsAg levels. A significant HBsAg level reduction was seen in the first treatment year (p < 0.05), with another stepwise decrease between year 6-7. These trends were pronounced in patients with chronic hepatitis and HBeAg-positivity compared to those with cirrhosis and HBeAg-negativity, respectively. Baseline HBsAg of ≤3 log IU/mL and the first-year HBsAg reduction were key predictors for both functional cure and low HBsAg levels (p < 0.05). In conclusion, our findings elucidate the stepwise reduction in quantitative HBsAg dynamics during high-potency NA therapy (entecavir or tenofovir) along with variations based on different conditions. We also underscore the significance of quantitative HBsAg titer in predicting functional cure and low-HBsAg levels.

16.
NPJ Digit Med ; 7(1): 2, 2024 Jan 05.
Artigo em Inglês | MEDLINE | ID: mdl-38182886

RESUMO

The treatment decisions for patients with hepatocellular carcinoma are determined by a wide range of factors, and there is a significant difference between the recommendations of widely used staging systems and the actual initial treatment choices. Herein, we propose a machine learning-based clinical decision support system suitable for use in multi-center settings. We collected data from nine institutions in South Korea for training and validation datasets. The internal and external datasets included 935 and 1750 patients, respectively. We developed a model with 20 clinical variables consisting of two stages: the first stage which recommends initial treatment using an ensemble voting machine, and the second stage, which predicts post-treatment survival using a random survival forest algorithm. We derived the first and second treatment options from the results with the highest and the second-highest probabilities given by the ensemble model and predicted their post-treatment survival. When only the first treatment option was accepted, the mean accuracy of treatment recommendation in the internal and external datasets was 67.27% and 55.34%, respectively. The accuracy increased to 87.27% and 86.06%, respectively, when the second option was included as the correct answer. Harrell's C index, integrated time-dependent AUC curve, and integrated Brier score of survival prediction in the internal and external datasets were 0.8381 and 0.7767, 91.89 and 86.48, 0.12, and 0.14, respectively. The proposed system can assist physicians by providing data-driven predictions for reference from other larger institutions or other physicians within the same institution when making treatment decisions.

17.
Front Oncol ; 14: 1372007, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38482199

RESUMO

Background: Atezolizumab+bevacizumab (AB) and lenvatinib have been proposed as first-line treatment options for patients with advanced hepatocellular carcinoma (HCC), but comparative efficacy and associated factors are controversial. Materials and methods: This real-world multicenter study analysed patients with HCC who received AB (n=169) or lenvatinib (n=177). Results: First, 1:1 propensity score matching (PSM) was performed, resulting in 141 patients in both the AB and lenvatinib groups. After PSM, overall survival (OS) was better in the AB group than in the lenvatinib group [hazard ratio (HR)=0.642, P=0.009], but progression-free survival (PFS) did not vary between the two groups (HR=0.817, P=0.132). Objective response rate (ORR) was also similar between AB and lenvatinib (34.8% vs. 30.8%, P=0.581). In a subgroup of patients with objective responses (OR, n=78), OS (HR=0.364, P=0.012) and PFS (HR=0.536, P=0.019) were better in the AB group (n=41) than in the lenvatinib group (n=37). Time-to-progression from time of OR was also better in the AB group (HR=0.465, P=0.012). Importantly, residual liver function was a significant factor related to OS in both treatments. Child-Pugh score following cessation of the respective treatments was better in the AB group (n=105) than in the lenvatinib group (n=126) (median 6 versus 7, P=0.008), and proportion of salvage treatment was also higher in the AB group (52.4% versus 38.9%, P=0.047). When we adjusted for residual liver function or salvage treatment, there was no difference in OS between the two treatments. Conclusion: Our study suggests that residual liver function and subsequent salvage treatments are major determinants of clinical outcomes in patients treated with AB and lenvatinib; these factors should be considered in future comparative studies.

18.
Trials ; 24(1): 234, 2023 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-36978150

RESUMO

BACKGROUND: Many previous studies evaluated a combination of transcatheter arterial chemoembolization (TACE) and radiofrequency ablation (RFA) for treating early hepatocellular carcinoma (HCC); however, studies evaluating combination therapy for beyond-the-Milan criteria HCC are scarce. METHODS: A total of 120 patients with beyond-the-Milan criteria HCC who have viable tumour after first TACE will be enrolled in this multi-institutional, parallel, pragmatic, randomized controlled trial. Patients with metastasis, vascular invasion, or a sum of tumour diameter > 8 cm will be excluded. Eligible patients will be randomly assigned to combination TACE and RFA therapy or TACE monotherapy groups. Patients in the combination therapy group will receive a second TACE and subsequent RFA at the viable tumour. Patients in the TACE monotherapy group will receive only second TACE. Patients in both groups will undergo magnetic resonance imaging 4-6 weeks after second TACE. The primary endpoint is 1-month tumour response, and secondary endpoints are progression-free survival, overall response rate, number of treatments until CR, overall survival, and change in liver function. DISCUSSION: Although TACE can be used to treat intermediate-stage HCC, it is difficult to achieve CR by first TACE in most intermediate-stage patients. Recent studies show a survival advantage of combination therapy over monotherapy. However, most studies evaluating combination therapy included patients with a single tumour sized < 5 cm, and no studies included patients with intermediate-stage but more advanced (i.e., beyond-the-Milan criteria) HCC. This study will evaluate the efficacy of combined TACE and RFA therapy for patients with advanced HCC within the intermediate stage. TRIAL REGISTRATION: Clinical Research Information Service (CRiS) KCT0006483.


Assuntos
Carcinoma Hepatocelular , Ablação por Cateter , Quimioembolização Terapêutica , Neoplasias Hepáticas , Ablação por Radiofrequência , Humanos , Carcinoma Hepatocelular/diagnóstico por imagem , Carcinoma Hepatocelular/terapia , Carcinoma Hepatocelular/patologia , Neoplasias Hepáticas/diagnóstico por imagem , Neoplasias Hepáticas/terapia , Neoplasias Hepáticas/patologia , Resultado do Tratamento , Ablação por Cateter/efeitos adversos , Ablação por Cateter/métodos , Quimioembolização Terapêutica/efeitos adversos , Terapia Combinada , Estudos Retrospectivos , Ensaios Clínicos Controlados Aleatórios como Assunto
19.
Cancers (Basel) ; 15(17)2023 Sep 04.
Artigo em Inglês | MEDLINE | ID: mdl-37686699

RESUMO

This study aimed to compare the treatment outcomes of atezolizumab-plus-bevacizumab (Ate/Bev) therapy with those of transarterial chemoembolization plus radiotherapy (TACE + RT) in hepatocellular carcinoma (HCC) patients with portal vein tumor thrombosis (PVTT) and without metastasis. Between June 2016 and October 2022, we consecutively enrolled 855 HCC patients with PVTT. After excluding 758 patients, 97 patients (n = 37 in the Ate/Bev group; n = 60 in the TACE + RT group) were analyzed. The two groups showed no significant differences in baseline characteristics and had similar objective response and disease control rates. However, the Ate/Bev group showed a significantly higher one-year survival rate (p = 0.041) compared to the TACE + RT group, which was constantly displayed in patients with extensive HCC burden. Meanwhile, the clinical outcomes were comparable between the two groups in patients with unilobar intrahepatic HCC. In Cox-regression analysis, Ate/Bev treatment emerged as a significant factor for better one-year survival (p = 0.049). Finally, in propensity-score matching, the Ate/Bev group demonstrated a better one-year survival (p = 0.02) and PFS (p = 0.01) than the TACE + RT group. In conclusion, Ate/Bev treatment demonstrated superior clinical outcomes compared to TACE + RT treatment in HCC patients with PVTT. Meanwhile, in patients with unilobar intrahepatic HCC, TACE + RT could also be considered as an alternative treatment option alongside Ate/Bev therapy.

20.
J Clin Med ; 11(2)2022 Jan 07.
Artigo em Inglês | MEDLINE | ID: mdl-35053997

RESUMO

The efficacy and safety of microwave ablation (MWA) compared to radiofrequency ablation (RFA) for patients with treatment-naïve and recurrent hepatocellular carcinoma (HCC) has not been clarified in Korea. There were 150 HCC patients (100 in the RFA group and 50 in the MWA group) enrolled in our study. The primary outcome was one- and two-year disease-free survival (DFS). Secondary outcomes were complete response (CR) rate, two-year survival rate, risk factors for DFS and complication rate. Treatment outcomes were also assessed using propensity-score matching (PSM). The MWA group had better one- and two-year DFS than the RFA group (p = 0.035 and p = 0.032, respectively), whereas the CR rate, two-year survival rate, and complication rate were similar between the two groups with fewer major complications in the MWA group (p = 0.043). Patients with perivascular tumors, high risk of recurrence, and small tumor size (≤3 cm) were more suitable for MWA than RFA. MWA was also an independent factor for favorable one- and two-year DFS. Finally, the MWA group still showed better one- and two-year DFS than the RFA group after PSM. In conclusion, MWA could be an alternative treatment to RFA especially in patients with a high risk of recurrence, perivascular tumors, and small tumor size.

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