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Tumor necrosis factor alpha-induced protein 3: Biomarker discovery and therapeutic advancement in primary biliary cholangitis. 肿瘤坏死因子α诱导蛋白3:原发性胆管炎的生物标志物发现和治疗进展。
IF 2.5 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-11-27 DOI: 10.4254/wjh.v17.i11.112679
Khaled Mohamed Mohamed Koriem

In this article, the author comment on the article by Zang et al. Tumor necrosis factor alpha-induced protein 3 (TNFAIP3) was examined in this study as a novel biomarker to predict the efficiency of ursodeoxycholic acid (UDCA) and thereby improved primary biliary cholangitis (PBC) treatment. Differentially expressed genes in PBC patients and healthy controls (HCs) were detected using microarray expression analysis. PBC patients and HCs were examined for predictive performance and associations between important genes and clinicopathological features using immunohistochemistry, logistic regression, and receiver operating characteristic curve methods. Thirteen genes linked to the development of PBC were detected by the bioinformatic research. TNFAIP3 was chosen for additional examination from these 13 genes. TNFAIP3 was shown to be more expressed in PBCs patients than in HCs using immunohistochemical method. TNFAIP3 and fatigue have a significant impact on UDCA in PBC patients in multivariate cox regression analysis. Additionally, there was a correlation between TNFAIP3 expression and splenomegaly, alkaline phosphatase, albumin, total bilirubin, and age. In conclusion, TNFAIP3 and fatigue have significant impact on UDCA in PBC. These findings provide a new view on PBC pathophysiology and suggest that TNFAIP3 may be a suitable biomarker or therapeutic target for the disease.

在本文中,作者对Zang等人的文章进行了评论。本研究将肿瘤坏死因子α诱导蛋白3 (TNFAIP3)作为一种新的生物标志物来预测熊去氧胆酸(UDCA)的疗效,从而改善原发性胆管炎(PBC)的治疗。应用微阵列表达分析检测PBC患者和健康对照(hc)的差异表达基因。使用免疫组织化学、逻辑回归和受试者工作特征曲线方法检测PBC患者和hc的预测性能以及重要基因与临床病理特征之间的关联。通过生物信息学研究,检测到13个与PBC发生相关的基因。从这13个基因中选择TNFAIP3进行额外的检查。免疫组织化学方法显示,TNFAIP3在PBCs患者中的表达高于hcc患者。多因素cox回归分析显示,TNFAIP3和疲劳对PBC患者UDCA有显著影响。此外,TNFAIP3的表达与脾肿大、碱性磷酸酶、白蛋白、总胆红素和年龄有相关性。综上所述,TNFAIP3和疲劳对PBC的UDCA有显著影响。这些发现为PBC病理生理学提供了新的视角,并提示TNFAIP3可能是该疾病的合适生物标志物或治疗靶点。
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引用次数: 0
Intra-rater reliability of the 6-min walk test in people with liver cirrhosis. 肝硬化患者6分钟步行试验的组内可靠性
IF 2.5 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-11-27 DOI: 10.4254/wjh.v17.i11.110331
Fabiana Coelho Couto Rocha Corrêa, Isabella Scarlatelli Telles Pires Nader, Maria Rita Silva Riolino, Elirez Silva

Background: Liver cirrhosis often leads to significant impairments in functional capacity, which are associated with disease severity and prognosis. Simple, reliable, and low-cost tests are essential to monitor these patients in clinical practice. The 6-min walk test (6MWT) is widely used in other chronic conditions, but its measurement properties in cirrhosis remain underexplored.

Aim: To assess the reliability of the 6MWT in patients with liver cirrhosis (LC).

Methods: This cross-sectional study was conducted at a teaching hospital in Juiz de Fora-Minas Gerais. Patients diagnosed with LC at any stage of the disease and under clinical follow-up were included. Patients with grade 2 or higher encephalopathy, respiratory, and/or musculoskeletal diseases or who did not understand the test were excluded. Initially, anamnesis and anthropometric evaluation were performed, followed by the 6MWT. After 24 h the test was repeated. Descriptive statistics were used to present the data. Continuous variables were tested for normality using the Shapiro-Wilk test. The reliability of the 6MWT was tested through Bland-Altman analysis, typical error of measurement, and intraclass correlation coefficient (ICC) as well as a one-sample t-test. A paired Student's t-test was used to check for differences between means, and Pearson's correlation coefficient was used to verify the relationship between the two moments [first 6MWT (6MWT-1) and second 6MWT (6MWT-2)].

Results: The mean difference between 6MWT-2 and 6MWT-1 was -18.9 m; the lower limit of the Bland-Altman agreement was -83.5 m, and the upper limit was 45.7 m. One participant was excluded from further analyses for being outside these limits. The typical error of measurement was 18.9 m. The ICC showed excellent reliability between the two tests (ICC = 0.97, 95% confidence internal: 0.90-0.99, P < 0.001). The Student's one-sample t-value was -2.35 (P = 0.03). The paired t-value was 2.35 (P = 0.03). Pearson's correlation coefficient between the 6MWT-1 and 6MWT-2 was r = 0.98 (P = 0.0001).

Conclusion: The 6MWT is a test with excellent reliability. It is safe, easy to administer, inexpensive, and can be introduced into routine practice without loss of diagnostic precision in estimating the functional capacity of patients with LC.

背景:肝硬化常导致功能的显著损害,这与疾病的严重程度和预后有关。在临床实践中,简单、可靠和低成本的检测对于监测这些患者至关重要。6分钟步行试验(6MWT)广泛用于其他慢性疾病,但其在肝硬化中的测量特性仍未得到充分研究。目的:评价6MWT在肝硬化(LC)患者中的可靠性。方法:本横断面研究在Juiz de Fora-Minas Gerais的一家教学医院进行。在疾病的任何阶段诊断为LC并接受临床随访的患者被纳入。患有2级或以上脑病、呼吸和/或肌肉骨骼疾病或不理解该试验的患者被排除在外。最初,进行记忆和人体测量评估,然后进行6MWT。24 h后重复试验。使用描述性统计来表示数据。使用Shapiro-Wilk检验检验连续变量的正态性。通过Bland-Altman分析、典型测量误差、类内相关系数(ICC)和单样本t检验检验6MWT的信度。采用配对Student’st检验检验均值之间的差异,采用Pearson相关系数检验两个矩[第一个6MWT (6MWT-1)和第二个6MWT (6MWT-2)]之间的关系。结果:6MWT-2与6MWT-1的平均差值为-18.9 m;Bland-Altman协议的下限为-83.5 m,上限为45.7 m。一名参与者因超出这些限制而被排除在进一步的分析之外。典型测量误差为18.9 m。ICC在两个检验之间显示出极好的信度(ICC = 0.97, 95%置信区间:0.90-0.99,P < 0.001)。学生的单样本t值为-2.35 (P = 0.03)。配对t值为2.35 (P = 0.03)。6MWT-1与6MWT-2的Pearson相关系数为r = 0.98 (P = 0.0001)。结论:6MWT是一种具有良好信度的测试方法。它安全,易于使用,价格低廉,并且可以引入常规实践,而不会损失估计LC患者功能能力的诊断准确性。
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引用次数: 0
PANoptosis in hepatocellular carcinoma: Underlying mechanisms. 肝细胞癌PANoptosis:潜在机制。
IF 2.5 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-11-27 DOI: 10.4254/wjh.v17.i11.109051
Meng-Jia Li, Chen-Lin Wen, Hai-Tao Cheng, Hao-Nan Lyu, Yang-Yang Han

PANoptosis is an inflammatory programmed cell death pathway possessing critical characteristics of apoptosis, pyroptosis, and necroptosis. It is regulated by PANoptosome complexes, involves interaction between these three key programmed cell death pathways, yet is distinct from any alone. PANoptosis holds vital significance in liver-related diseases, particularly hepatocellular carcinoma (HCC). This article summarizes research on the mechanism and treatments of PANoptosis in HCC. Current research has partially elucidated PANoptosis-related mechanisms in HCC and identified several molecules modulating it. Therapeutic strategies targeting PANoptosis hold significant promise. Investigations into these critical molecules have led to the development of traditional targeted drug therapies and emerging strategies like nanotechnology-based immunocombination therapies. However, there are still challenges in the mechanistic and pharmacological studies of PANoptosis in HCC, including the bidirectional regulation of key apoptotic factors, specific molecular mechanisms, and preclinical models. This article offers a new orientation for studying the pathogenesis and potential therapeutic strategies for HCC.

PANoptosis是一种炎症性程序性细胞死亡途径,具有凋亡、焦亡和坏死亡的关键特征。它受PANoptosome复合物的调控,涉及这三个关键的程序性细胞死亡途径之间的相互作用,但与任何单独的细胞死亡途径都不同。PANoptosis在肝脏相关疾病,特别是肝细胞癌(HCC)中具有重要意义。本文就肝细胞癌PANoptosis的发病机制及治疗方法作一综述。目前的研究已经部分阐明了肝细胞癌中panoposis的相关机制,并确定了一些调节该机制的分子。针对PANoptosis的治疗策略具有重要的前景。对这些关键分子的研究导致了传统靶向药物疗法和新兴策略的发展,如基于纳米技术的免疫联合疗法。然而,肝细胞癌PANoptosis的机制和药理学研究仍存在挑战,包括关键凋亡因子的双向调节、特异性分子机制、临床前模型等。这为研究HCC的发病机制和潜在的治疗策略提供了新的方向。
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引用次数: 0
Metabolic associated steatotic liver disease in Qatar: Analysis of dietary patterns and nutrient intake. 卡塔尔代谢相关脂肪变性肝病:饮食模式和营养摄入分析
IF 2.5 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-11-27 DOI: 10.4254/wjh.v17.i11.111995
Joud Alalwani, Moutaz Derbala, Reema Tayyem, Maya Bassil

Background: Metabolic dysfunction-associated steatotic liver disease (MASLD) is a common and increasingly prevalent condition in the Middle East, but its determinants in the region are underexplored. Diet and lifestyle are known to significantly influence MASLD progression.

Aim: To assess energy and nutrient intake among MASLD patients living in Qatar and evaluate their dietary patterns.

Methods: Using a cross-sectional design, 94 Arab patients with MASLD, aged ≥ 18 years, living in Qatar were studied. MASLD was diagnosed using ultrasonography, fibro scan, or elastography. Sociodemographic information was collected using a self-administered questionnaire. Dietary intake was assessed through three 24-hour recalls and a qualitative food frequency questionnaire. Energy, macro-, and micronutrient intake were analyzed using Elizabeth Stewart Hands and Associates Food Processor® Nutrition Analysis software. Statistical analyses, including factor loadings were performed using STATA 18.

Results: Compared to recommended dietary allowance, MASLD patients had high intakes of fat, saturated fat, and cholesterol. They also showed reduced intakes of vitamin K in men, and vitamins E and A (retinol), calcium and magnesium in both genders, while selenium and sodium intakes were higher than recommendations. Three dietary patterns were identified: The 'Traditional Qatari food' pattern, the 'Prudent' pattern, and the 'Fast-food' pattern. However, no significant associations were found between these dietary patterns and body mass index or low-density lipoprotein, using adjusted regression models.

Conclusion: Findings warrant replication in longitudinal studies and call for dietary interventions to reduce energy density and enhance overall diet quality, including micronutrient intake, for MASLD prevention and management in the region.

背景:代谢功能障碍相关脂肪变性肝病(MASLD)在中东地区是一种常见且日益流行的疾病,但其在该地区的决定因素尚未得到充分探讨。已知饮食和生活方式显著影响MASLD的进展。目的:评估生活在卡塔尔的MASLD患者的能量和营养摄入,并评估他们的饮食模式。方法:采用横断面设计,对居住在卡塔尔的94例年龄≥18岁的阿拉伯MASLD患者进行研究。MASLD的诊断采用超声、纤维扫描或弹性成像。社会人口统计信息是通过自我管理问卷收集的。通过三次24小时回忆和一份定性食物频率问卷来评估饮食摄入量。使用Elizabeth Stewart Hands和Associates Food Processor®营养分析软件分析能量、宏量和微量营养素摄入量。使用STATA 18进行统计分析,包括因子加载。结果:与推荐膳食量相比,MASLD患者的脂肪、饱和脂肪和胆固醇摄入量较高。研究还显示,男性的维生素K摄入量、维生素E和A(视黄醇)、钙和镁的摄入量都有所减少,而硒和钠的摄入量则高于建议水平。确定了三种饮食模式:“传统卡塔尔食物”模式,“谨慎”模式和“快餐”模式。然而,使用调整后的回归模型,没有发现这些饮食模式与体重指数或低密度脂蛋白之间存在显著关联。结论:研究结果需要在纵向研究中得到证实,并呼吁采取饮食干预措施,降低能量密度,提高整体饮食质量,包括微量营养素的摄入,以预防和管理该地区的MASLD。
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引用次数: 0
Association between metabolic dysfunction-associated steatotic liver disease, vitamin D3, and diabetic gastric motility disorders in type 2 diabetes mellitus. 代谢功能障碍相关脂肪变性肝病、维生素D3和2型糖尿病胃运动障碍之间的关系
IF 2.5 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-11-27 DOI: 10.4254/wjh.v17.i11.112060
Xu Cui, Zheng Liang

This letter comments on a study linking metabolic dysfunction-associated steatotic liver disease (MASLD), vitamin D3, and severe gastric autonomic neuropathy (diabetic gastric motility disorders) in type 2 diabetes mellitus (T2DM). We question the necessity of excluding patients with severe cataract (unable to complete fundus exams), as the focus on T2DM-MASLD correlation may render other T2DM complications less relevant. We emphasize vitamin D3's multifaceted relevance: It associates with T2DM (high-dose supplementation reduces onset risk), MASLD (serum levels predict risk), smooth muscle function, immunity, and T2DM-related fractures via advanced glycation end products. We propose correlating MASLD severity with vitamin D3 levels and diabetic gastric motility disorders in validation analyses (e.g., correlation, area under the curve) to refine factor analysis. Additionally, based on the authors' note of vitamin D3-tryptophan metabolism links, we call for deeper integration of metabolic pathways to clarify vitamin D3's role in smooth muscle electrophysiology, leveraging the team's prior research insights.

这封信评论了一项将代谢功能障碍相关的脂肪变性肝病(MASLD)、维生素D3和2型糖尿病(T2DM)患者严重胃自主神经病变(糖尿病性胃运动障碍)联系起来的研究。我们质疑将严重白内障患者(无法完成眼底检查)排除在外的必要性,因为对T2DM- masld相关性的关注可能会使其他T2DM并发症的相关性降低。我们强调维生素D3的多方面相关性:它与T2DM(高剂量补充可降低发病风险)、MASLD(血清水平预测风险)、平滑肌功能、免疫力和T2DM相关骨折(通过晚期糖基化终产物)有关。我们建议在验证分析中将MASLD的严重程度与维生素D3水平和糖尿病胃动力障碍联系起来(例如,相关性,曲线下面积),以完善因素分析。此外,基于作者对维生素D3-色氨酸代谢联系的说明,我们呼吁更深入地整合代谢途径,以阐明维生素D3在平滑肌电生理中的作用,利用团队先前的研究见解。
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引用次数: 0
Autoimmune-like hepatitis induced by drugs: Still many unanswered questions. 药物诱导的自身免疫性肝炎:仍有许多未解之谜。
IF 2.5 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-11-27 DOI: 10.4254/wjh.v17.i11.110946
Fernando Bessone, Einar S Bjornsson

Drug-induced autoimmune-like hepatitis (DI-ALH) is an increasingly recognized phenotype within the spectrum of drug-induced liver injury. Several drugs, including nitrofurantoin, minocycline, hydralazine, methyldopa and infliximab, have a well-documented capacity to induce DI-ALH. Distinguishing DI-ALH from classic de novo autoimmune hepatitis (AIH) can be challenging due to overlapping clinical, biochemical, and serological features. Accurate distinction from classic AIH is crucial, as management and prognosis differ. While some DI-ALH cases resolve spontaneously after drug withdrawal, others show persistent or worsening liver injury. Histological studies have shown that fibrosis and cirrhosis are more prevalent in classic AH. Unfortunately, there are no pathognomic clinical, biochemical or immunological features that reliably distinguish DI-ALH from classic AIH. However, most patients with DI-ALH do not relapse after corticosteroid withdrawal, in contrast to the high relapse rate observed in classic AIH. Most patients respond well to corticosteroids, and once liver tests normalize, biochemical parameters should be monitored, and long-term immunosuppression should not be indicated. However, DI-ALH is not exempt from risk of relapse, underscoring the need for long-term follow-up. Most patients with DI-ALH have a favorable prognosis; however, although rare, cases of cirrhosis and, in exceptional instances, acute liver failure have been reported. International collaborative studies are needed to further characterize DI-ALH. In this review, we update current controversies, present emerging concepts, and outline future challenges in the diagnosis and management of this complex condition learned so far.

药物性自身免疫样肝炎(DI-ALH)是一种在药物性肝损伤谱中越来越被认可的表型。几种药物,包括呋喃妥因、米诺环素、肼嗪、甲基多巴和英夫利昔单抗,都有充分的证据表明有诱导DI-ALH的能力。由于重叠的临床、生化和血清学特征,将DI-ALH与典型的新发自身免疫性肝炎(AIH)区分是具有挑战性的。由于治疗和预后不同,与典型AIH的准确区分至关重要。虽然一些DI-ALH病例在停药后自行消退,但其他病例表现出持续或恶化的肝损伤。组织学研究表明,纤维化和肝硬化在经典AH中更为普遍。不幸的是,没有病理、临床、生化或免疫学特征可靠地将DI-ALH与经典AIH区分开来。然而,与经典AIH的高复发率相反,大多数DI-ALH患者在停用皮质类固醇后不会复发。大多数患者对皮质类固醇反应良好,一旦肝脏检查恢复正常,应监测生化参数,不应进行长期免疫抑制。然而,DI-ALH也有复发的风险,因此需要长期随访。大多数DI-ALH患者预后良好;然而,虽然罕见,肝硬化的情况下,在特殊情况下,急性肝功能衰竭已被报道。需要国际合作研究来进一步表征DI-ALH。在这篇综述中,我们更新了目前的争议,提出了新兴的概念,并概述了迄今为止在这种复杂疾病的诊断和管理中未来的挑战。
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引用次数: 0
Cytokeratin 18 fragment is associated with steatosis-associated fibrosis estimator score and lipid in patients with steatotic liver disease. 脂肪变性肝病患者的细胞角蛋白18片段与脂肪变性相关纤维化评分和脂质相关
IF 2.5 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-11-27 DOI: 10.4254/wjh.v17.i11.110698
Tatsuki Ichikawa, Satoshi Miuma, Mio Yamashima, Shinobu Yamamichi, Makiko Koike, Yusuke Nakano, Hiruyuki Yajima, Osamu Miyazaki, Tomonari Ikeda, Takauma Okamura, Naohiro Komatsu, Miruki Yoshino, Hisamitsu Miyaaki

Background: Serum cytokeratin 18 fragment (CK18F) has been developed as a new non-invasive test (NIT) for risk assessment of steatotic liver disease (SLD); however, there are few reports on its relationship with existing NITs and association with cardiometabolic risk factors (CMRFs).

Aim: To clarify the relationship among CK18F, NITs, and CMRF.

Methods: We included 125 patients who were assessed for SLD and had CK18F measured in cross-sectional study. The fibrosis-4 index (FIB-4), steatosis-associated fibrosis estimator (SAFE) score, liver stiffness (LS), controlled attenuation parameter, and FibroScan-aspartate aminotransferase (FAST) score were compared with CK18F as existing NITs.

Results: CK18F was associated with aspartate aminotransferase, alanine aminotransferase, and triglyceride (TG). FAST and SAFE score were associated with high CK18F (> 260 U/L), but not FIB-4 or LS. The cut-off values for TG and high-density lipoprotein (HDL) cholesterol used to determine high CK18F using receiver operating characteristics analysis were 126 mg/dL and 56 mg/dL respectively. High TG (> 126 mg/dL) and low HDL (< 56 mg/dL) were associated with high CK18F. The risk of high CK18F was higher when high TG and low HDL were combined than when each was present alone. CMRF was higher in the high CK18F group, but was not associated with CK18F levels. However, when the TG and HDL criteria for CMRF were replaced by TG > 126 mg/mL and HDL < 56 mg/dL, modified CMRF (mCMRF) was associated with CK18F levels, with a higher risk of high CK18F than CMRF.

Conclusion: CK18F is a new NIT associated with SAFE score and FAST. High TG, low HDL, and mCMRF are associated with high CK18F.

背景:血清细胞角蛋白18片段(CK18F)已发展成为一种新的无创检测(NIT),用于脂肪变性肝病(SLD)的风险评估;然而,关于其与现有nit的关系以及与心脏代谢危险因素(CMRFs)的关联的报道很少。目的:阐明CK18F、NITs与CMRF之间的关系。方法:我们纳入125例SLD患者,并在横断面研究中测量CK18F。将纤维化-4指数(FIB-4)、脂肪变性相关纤维化估计器(SAFE)评分、肝脏硬度(LS)、控制衰减参数和纤维扫描-天冬氨酸转氨酶(FAST)评分与CK18F作为现有的nit进行比较。结果:CK18F与天冬氨酸转氨酶、丙氨酸转氨酶和甘油三酯(TG)有关。FAST和SAFE评分与高CK18F (> 260 U/L)相关,但与FIB-4或LS无关。用于测定高CK18F的TG和高密度脂蛋白(HDL)胆固醇截断值分别为126 mg/dL和56 mg/dL。高TG (bb0 126 mg/dL)和低HDL (< 56 mg/dL)与高CK18F相关。当高TG和低HDL同时存在时,CK18F高的风险比单独存在时更高。CMRF在高CK18F组中较高,但与CK18F水平无关。然而,当CMRF的TG和HDL标准被TG低于126 mg/mL和HDL < 56 mg/dL所取代时,改良的CMRF (mCMRF)与CK18F水平相关,高CK18F的风险高于CMRF。结论:CK18F是一种与SAFE评分和FAST相关的新NIT。高TG、低HDL和mCMRF与高CK18F相关。
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引用次数: 0
Essential phospholipids and enzyme-based staging in nonalcoholic fatty liver disease: A call to action. 非酒精性脂肪肝的必需磷脂和基于酶的分期:呼吁采取行动。
IF 2.5 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-11-27 DOI: 10.4254/wjh.v17.i11.110725
Ali Madian

Nonalcoholic fatty liver disease, recently termed metabolic dysfunction-associated steatotic liver disease, affects 25% of adults globally, with a prevalence reaching 93% in obese individuals. The MANPOWER study, a post hoc analysis of 2843 Russian patients with newly diagnosed nonalcoholic fatty liver disease, evaluated Essentiale Forte N® [essential phospholipids (EPLs)] therapy and a liver enzyme-based staging algorithm. Using generalized linear regression and McNemar tests, EPLs reduced liver enzyme levels (alanine aminotransferase: -20.4 U/L, aspartate aminotransferase: -16.9 U/L, gamma-glutamyl transferase: -17.1 U/L at 24 weeks, P < 0.001) and improved ultrasonography findings (76.8% reduction in hyperechogenicity, P < 0.001). A logistic regression algorithm using alanine aminotransferase, aspartate aminotransferase, and gamma-glutamyl transferase levels achieved 72.3% accuracy, 75.6% sensitivity, 71.0% specificity, and an area under the receiver operating characteristic curve of 0.74 (95% confidence interval: 0.71-0.77) for identifying nonalcoholic steatohepatitis. These findings advocate EPLs as a safe, effective therapy and propose a scalable diagnostic tool, urging validation to reduce the reliance on biopsy.

非酒精性脂肪性肝病,最近被称为代谢功能障碍相关的脂肪变性肝病,影响全球25%的成年人,肥胖者的患病率达到93%。MANPOWER研究对2843名俄罗斯新诊断的非酒精性脂肪性肝病患者进行了事后分析,评估了Essentiale Forte N®[必需磷脂(EPLs)]治疗和基于肝酶的分期算法。采用广义线性回归和McNemar试验,epl降低了肝脏酶水平(24周时丙氨酸转氨酶:-20.4 U/L,天冬氨酸转氨酶:-16.9 U/L, γ -谷氨酰转移酶:-17.1 U/L, P < 0.001),并改善了超声检查结果(高回声性降低76.8%,P < 0.001)。使用丙氨酸转氨酶、天冬氨酸转氨酶和γ -谷氨酰转氨酶水平的logistic回归算法识别非酒精性脂肪性肝炎的准确率为72.3%,灵敏度为75.6%,特异性为71.0%,受试者工作特征曲线下面积为0.74(95%置信区间:0.71-0.77)。这些发现支持epl作为一种安全、有效的治疗方法,并提出了一种可扩展的诊断工具,敦促验证以减少对活检的依赖。
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引用次数: 0
Explainable artificial intelligence and ensemble learning for hepatocellular carcinoma classification: State of the art, performance, and clinical implications. 可解释的人工智能和集成学习用于肝细胞癌分类:现状、表现和临床意义。
IF 2.5 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-11-27 DOI: 10.4254/wjh.v17.i11.109494
Sami Akbulut, Cemil Colak

Hepatocellular carcinoma (HCC) remains a leading cause of cancer-related mortality globally, necessitating advanced diagnostic tools to improve early detection and personalized targeted therapy. This review synthesizes evidence on explainable ensemble learning approaches for HCC classification, emphasizing their integration with clinical workflows and multi-omics data. A systematic analysis [including datasets such as The Cancer Genome Atlas, Gene Expression Omnibus, and the Surveillance, Epidemiology, and End Results (SEER) datasets] revealed that explainable ensemble learning models achieve high diagnostic accuracy by combining clinical features, serum biomarkers such as alpha-fetoprotein, imaging features such as computed tomography and magnetic resonance imaging, and genomic data. For instance, SHapley Additive exPlanations (SHAP)-based random forests trained on NCBI GSE14520 microarray data (n = 445) achieved 96.53% accuracy, while stacking ensembles applied to the SEER program data (n = 1897) demonstrated an area under the receiver operating characteristic curve of 0.779 for mortality prediction. Despite promising results, challenges persist, including the computational costs of SHAP and local interpretable model-agnostic explanations analyses (e.g., TreeSHAP requiring distributed computing for metabolomics datasets) and dataset biases (e.g., SEER's Western population dominance limiting generalizability). Future research must address inter-cohort heterogeneity, standardize explainability metrics, and prioritize lightweight surrogate models for resource-limited settings. This review presents the potential of explainable ensemble learning frameworks to bridge the gap between predictive accuracy and clinical interpretability, though rigorous validation in independent, multi-center cohorts is critical for real-world deployment.

肝细胞癌(HCC)仍然是全球癌症相关死亡的主要原因,需要先进的诊断工具来提高早期发现和个性化靶向治疗。本综述综合了HCC分类的可解释集成学习方法的证据,强调了它们与临床工作流程和多组学数据的整合。一项系统分析[包括癌症基因组图谱、基因表达Omnibus和监测、流行病学和最终结果(SEER)数据集等数据集]显示,可解释的集成学习模型通过结合临床特征、血清生物标志物(如甲胎蛋白)、成像特征(如计算机断层扫描和磁共振成像)和基因组数据,实现了很高的诊断准确性。例如,在NCBI GSE14520微阵列数据(n = 445)上训练的基于SHapley加性解释(SHAP)的随机森林的准确率达到96.53%,而应用于SEER程序数据(n = 1897)的堆叠集成在死亡率预测中显示接收者工作特征曲线下的面积为0.779。尽管取得了令人鼓舞的结果,但挑战仍然存在,包括SHAP的计算成本和本地可解释的模型不可知的解释分析(例如,TreeSHAP需要对代谢组学数据集进行分布式计算)和数据集偏差(例如,SEER的西方人口优势限制了推广)。未来的研究必须解决队列间的异质性,标准化可解释性指标,并优先考虑资源有限环境下的轻量级替代模型。这篇综述提出了可解释的集成学习框架的潜力,以弥合预测准确性和临床可解释性之间的差距,尽管在独立的多中心队列中进行严格的验证对于现实世界的部署至关重要。
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引用次数: 0
Pre-transplant downstaging strategies for hepatocellular carcinoma with portal vein tumor thrombus: Current therapies and future challenges. 肝细胞癌合并门静脉肿瘤血栓的移植前降期策略:目前的治疗方法和未来的挑战。
IF 2.5 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-11-27 DOI: 10.4254/wjh.v17.i11.110614
Zong-Yang Li, Cheng Xie, Hong-Qiao Cai

Hepatocellular carcinoma (HCC) remains one of the leading causes of cancer-related mortality worldwide, with approximately 35%-50% of patients presenting concurrent portal vein tumor thrombus (PVTT). Untreated HCC patients with PVTT have a median survival of only 2.5-4 months, posing significant challenges to liver transplantation outcomes. Downstaging therapies play a pivotal role in improving transplant eligibility rates and optimizing post-transplant outcomes. This systematic review summarizes current downstaging therapies, including transarterial chemoembolization, transarterial radioembolization, proton beam therapy, intraportal radiofrequency ablation, and other novel systemic modalities. In-depth analysis of their clinical applications, efficacy, and safety profiles were performed. Furthermore, the review critically evaluates future challenges, including optimized downstaging criteria, personalized and precision medicine approaches, and novel biomaterials for localized therapy for downstaged HCC patients. This review provides comprehensive theoretical and practical insights into pre-transplant downstaging for HCC with PVTT, while highlighting critical avenues for future research and clinical decision-making.

肝细胞癌(HCC)仍然是全球癌症相关死亡的主要原因之一,约35%-50%的患者出现并发门静脉肿瘤血栓(PVTT)。未经治疗的肝癌PVTT患者的中位生存期仅为2.5-4个月,这对肝移植结果构成了重大挑战。降低分期治疗在提高移植合格率和优化移植后预后方面发挥着关键作用。本系统综述总结了目前的降期治疗方法,包括经动脉化疗栓塞、经动脉放射栓塞、质子束治疗、门静脉内射频消融和其他新的全身方式。深入分析了它们的临床应用、疗效和安全性。此外,该综述批判性地评估了未来的挑战,包括优化的降期标准,个性化和精准医学方法,以及用于降期HCC患者局部治疗的新型生物材料。本综述为移植前PVTT降低肝癌分期提供了全面的理论和实践见解,同时强调了未来研究和临床决策的关键途径。
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引用次数: 0
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World Journal of Hepatology
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