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Beyond Genetic Protection: Revisiting Hepatic Resilience in Prader-Willi Syndrome 超越基因保护:重新审视普瑞德-威利综合征的肝脏恢复能力
IF 3.2 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-01-01 DOI: 10.1016/j.jceh.2025.103419
Nathkapach K. Rattanapitoon, Chutharat Thanchonnang, Patpicha Arunsan, Schawanya K. Rattanapitoon
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引用次数: 0
Issue Highlights 问题突出
IF 3.2 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2026-01-01 DOI: 10.1016/j.jceh.2026.103483
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引用次数: 0
Endoscopic Transpapillary Gallbladder Stenting for Complicated Cholecystitis in Patients With Cirrhosis and High Surgical Risk: An Observational Study 内镜下经乳头胆囊支架置入术治疗肝硬化和高手术风险患者的复杂胆囊炎:一项观察性研究
IF 3.2 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-12-31 DOI: 10.1016/j.jceh.2025.103462
Arka De, Arpit Shastri, Sweta Rose, Sahaj Rathi, Arwinder Singh, Ganesh Cp, Naveen Bhagat, Babulal Meena, Nipun Verma, Madhumita Premkumar, Sunil Taneja, Ajay Duseja

Background

Patients with cholecystitis and underlying cirrhosis represent a high-risk group for surgical intervention. In patients otherwise meriting an endoscopic retrograde cholangiopancreatography (ERCP), endoscopic transpapillary gallbladder stenting (ETGS) can serve as a bridge to cholecystectomy while awaiting liver transplant or provide long-term gallbladder (GB) drainage in those who are not surgical candidates. We evaluated the technical feasibility, clinical outcomes and safety of ETGS for complicated cholecystitis in patients with cirrhosis and high surgical risk.

Methods

Data of all adult cirrhotic patients with complicated cholecystitis who underwent ETGS between January 2021 and March 2025 were reviewed. Primary indication for ERCP was choledocholithiasis with or without cholangitis. Primary outcome was technical success of ETGS (successful deployment of at least one GB stent). Secondary outcomes included procedure time, safety, clinical success (symptom resolution with improvement in laboratory parameters within 72-h of stent insertion), symptom recurrence, 6-month and 12-month biliary event-free survival, and differences in outcomes among patients with one or two GB stents.

Results

Among 40 patients (age: 56.9 ± 14.3 years, 62.5% females, model for end-stage liver disease score: 16.4) with cirrhosis taken up for ETGS, technical success was achieved in 34 (85%) patients. Among those with technical success, clinical success was achieved in 33 (97%) patients. One and two 7-Fr double-pigtail plastic stents were deployed in 13 (38.2%) and 21 (61.8%) patients, respectively. Elective stent exchanges were not done. The median follow-up duration was 13.5 (11–18) months. One (2.9%) patient had recurrent cholecystitis at 5 months. The 6- and 12-month biliary event-free survival rates were 94% and 86.7%, respectively. No significant difference in clinical success, symptom recurrence, or 6- and 12-month survival was observed among patients with one or two stents. Mild (grade I as per the Adverse events GastRointEstinal Endoscopy classification) procedure-related adverse events occurred in two (5%) patients.

Conclusion

ETGS is a technically feasible and safe, therapeutic option for complicated cholecystitis in cirrhotic patients with high clinical success and favourable intermediate-term outcomes.
胆囊炎合并肝硬化患者是手术干预的高危人群。对于需要内窥镜逆行胆管造影(ERCP)的患者,内窥镜经胰管支架植入术(ETGS)可以作为等待肝移植的胆囊切除术的桥梁,或者为那些不需要手术的患者提供长期的胆囊引流。我们评估了ETGS治疗合并肝硬化和高手术风险的复杂胆囊炎患者的技术可行性、临床结果和安全性。方法回顾了2021年1月至2025年3月期间接受ETGS治疗的所有成年肝硬化合并合并胆囊炎患者的数据。ERCP的主要适应症是胆总管结石伴或不伴胆管炎。主要结果是ETGS的技术成功(至少一个GB支架的成功部署)。次要结局包括手术时间、安全性、临床成功(植入支架后72小时内症状缓解,实验室参数改善)、症状复发、6个月和12个月无胆道事件生存,以及植入一个或两个GB支架患者的结局差异。结果40例肝硬化患者(年龄:56.9±14.3岁,62.5%为女性,终末期肝病模型评分:16.4)中,34例(85%)患者获得技术成功。在技术成功的患者中,33例(97%)患者获得临床成功。13例(38.2%)和21例(61.8%)患者分别使用1个和2个7-Fr双尾塑料支架。未进行选择性支架置换。中位随访时间为13.5(11-18)个月。1例(2.9%)患者在5个月时复发胆囊炎。6个月和12个月无胆道事件生存率分别为94%和86.7%。两组患者的临床成功率、症状复发率、6个月和12个月生存率均无显著差异。2例(5%)患者发生了与手术相关的轻度(根据不良事件胃肠道内窥镜分类为I级)不良事件。结论etgs是一种技术上可行且安全的治疗肝硬化并发胆囊炎的选择,具有较高的临床成功率和良好的中期预后。
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引用次数: 0
A Decade Long, Real-life Experience of Sofosbuvir-based Regimen Use for Hepatitis C Treatment in People With End-stage Renal Disease 以索非布韦为基础的丙型肝炎终末期肾病患者治疗方案长达十年的真实经验
IF 3.2 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-12-23 DOI: 10.1016/j.jceh.2025.103459
Ajay K. Mishra , Dharmendra S. Bhadauria , Surender Singh , Anupma Kaul , Sumit Rungta , Harshita Katiyar , Manas R. Behera , Monika Yachha , Narayan Prasad , Radha K. Dhiman , Amit Goel

Background/Aims

Sofosbuvir (SOF) is a major directly acting antiviral (DAA) drug against hepatitis C virus (HCV) treatment. In patients with chronic kidney disease (CKD) and estimated glomerular filtration rate (eGFR) <30 mL/min, the experience of SOF based regimens is limited. We report real-life experience of treating a large cohort of patients with eGFR <30 mL/min using SOF-based regimens.

Methods

We retrospectively reviewed the data of HCV viremic adults with eGFR <30 ml/min who were registered in our out-patient hepatitis clinic between December 2015 and April 2025. They were treated with full-dose SOF (400 mg) in combination with either velpatasvir (VEL) 100 mg or daclatasvir (DAC) 60 mg. Regardless of DAA combination, those without cirrhosis or with decompensated cirrhosis were treated for 12 and 24 weeks, respectively. Those with compensated cirrhosis were treated for 12 (SOF/VEL) or 24 (SOF/DAC) weeks. We studied the proportion of participants who could achieve sustained virological response after 12 weeks (SVR12) of treatment completion.

Results

271 infection episodes (262 new; 9 reinfections) in 262 participants (men 74.1%; age 42 [32–52] years; hemodialysis 231/262 [88.2%]; dialysis duration 15 [9–25] months; no-cirrhosis 84.4%; HCV RNAlog10 5.82 [5.04–6.59]) were treated with either SOF/DAC (195; 74.4%) or SOF/Vel (67; 25.6%). In the treatment-naïve group, SVR12 was tested for 220/262 (SOF/DAC 168, SOF/VEL 52) participants (83.9%), and SVR12 was achieved in 210 (intention-to-treat analysis 210/262, 80.2%; per-protocol analysis 210/220, 95.5%). The SVR12 rates were not affected by the presence of cirrhosis, genotype, or type of DAA combination. After achieving SVR12, eight and one patient had second and third episodes of HCV re-infections after 8 (4–13.5) months and 6 months, respectively, and five of them achieved SVR12 following retreatment.

Conclusions

Sofosbuvir in combination with DAC or VEL are highly and equally effective against HCV in patients with eGFR below 30 mL/min.
背景/目的索非布韦(soffosbuvir, SOF)是治疗丙型肝炎病毒(HCV)的主要直接抗病毒(DAA)药物。慢性肾脏疾病(CKD)患者肾小球滤过率(eGFR)≤30 mL/min时,以SOF为基础的治疗方案的经验有限。我们报告了使用基于soff的方案治疗eGFR≤30ml /min的大队列患者的实际经验。方法回顾性分析2015年12月至2025年4月在我院肝炎门诊登记的eGFR≤30 ml/min的HCV病毒血症患者的资料。全剂量SOF (400mg)联合velpatasvir (VEL) 100mg或daclatasvir (DAC) 60mg。无论DAA联合治疗,无肝硬化或失代偿性肝硬化患者分别治疗12周和24周。代偿性肝硬化患者分别治疗12周(SOF/VEL)或24周(SOF/DAC)。我们研究了在治疗完成12周(SVR12)后能够实现持续病毒学应答的参与者比例。结果262名参与者(男性74.1%,年龄42[32-52]岁,血液透析231/262[88.2%],透析时间15[9 - 25]个月,无肝硬化84.4%,HCV RNAlog10 5.82[5.04-6.59])接受SOF/DAC(195; 74.4%)或SOF/Vel(67; 25.6%)治疗。在treatment-naïve组中,220/262 (SOF/DAC 168, SOF/VEL 52)参与者(83.9%)测试了SVR12, 210名参与者(意向治疗分析210/262,80.2%;按方案分析210/220,95.5%)达到了SVR12。SVR12率不受肝硬化、基因型或DAA联合类型的影响。在达到SVR12后,8名患者和1名患者分别在8(4-13.5)个月和6个月后出现第二次和第三次HCV再感染,其中5名患者在再治疗后达到SVR12。结论索非布韦联合DAC或VEL对eGFR低于30 mL/min的HCV患者具有高度相同的疗效。
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引用次数: 0
Efficacy of Computed Tomography Calcium (CT Ca) Score as a Screening Tool for Coronary Artery Disease in Wait Listed Liver Transplant Recipients 计算机断层钙(CT Ca)评分作为等待肝移植受者冠状动脉疾病筛查工具的有效性
IF 3.2 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-12-18 DOI: 10.1016/j.jceh.2025.103440
Joy Varghese, Mukhil Rajendran, P. Dinu Abirami, M. P Shiva Shankar, Rajasekaran Chandrasegaran, Jayanthi Venkataraman
CT coronary calcium (CT Ca) score is a non-invasive method for assessing presence and severity of CAD in an individual. Coronary angiogram (CAG) is an invasive procedure and remains the gold standard for diagnosis of coronary artery disease (CAD).

Aim

To compare the efficacy of CT Ca score with CAG, for predicting severity of CAD during pre liver transplant (LT) recipient work-up.

Methods

CT Ca score was done for all listed patients. CAG was reserved for those >50 years or a CT Ca score >400 HU (Agtston scoring system). The severity of coronary artery stenosis by CAG was graded as normal, mild (<50% stenosis), moderate (50–75% stenosis, severe (>75 % stenosis) and extensive (> one major coronary artery) was involved.

Statistical analysis

Weighted Cohen's Kappa was used to assess the agreement between the CT Ca score and CAG for ordinal outcome. The sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, positive predictive value, negative predictive value and diagnostic accuracy) were calculated for CT Ca score considering CAG classification as the gold-standard. RStudio Desktop latest version was used for analysis.

Results

158 patients had both CT Ca score and CAG. There was a significant overlap between CT Ca score and CAG score in detecting CAD. Comparing CT Ca score and CAG, 70 patients were correctly classified (44.3%) by the former, 66 (41.8%) were over-classified and 22 (13.9%) were under-classified. Overall, there was a statistically significant fair agreement between CT CA score and CAG severity index (Weighted Cohen's Kappa = 0.258; 95% CI: 0.140 to 0.377; P < 0.001). The accuracy with CT Ca score was higher (70.89%) for obstructive/non-obstructive CT Ca score i.e. >100 HU) compared to the abnormal/normal CT Ca scores (60.13%). For obstructive/non obstructive classification, CT Ca score was significant for past CAD (0.004).

Conclusions

CT Ca score provides a convenient and non-invasive method for the initial assessment of obstructive/non obstructive CAD in liver transplant recipients.
CT冠状动脉钙(CT Ca)评分是一种评估个人冠心病存在和严重程度的非侵入性方法。冠状动脉造影(CAG)是一种侵入性检查,是诊断冠状动脉疾病(CAD)的金标准。目的比较CT Ca评分与CAG对肝移植(LT)受者术前随访中CAD严重程度的预测作用。方法对所有患者进行sct Ca评分。CAG被保留给那些50岁或CT Ca评分为400 HU (Agtston评分系统)的人。CAG将冠状动脉狭窄的严重程度分为正常、轻度(50%狭窄)、中度(50-75%狭窄)、重度(75%狭窄)和广泛(1条主冠状动脉狭窄)。统计分析采用加权Cohen's Kappa来评估CT Ca评分与CAG对常规结果的一致性。以CAG分级为金标准,计算CT Ca评分的敏感性、特异性、阳性似然比、阴性似然比、阳性预测值、阴性预测值和诊断准确率。使用RStudio Desktop最新版本进行分析。结果158例患者均有CT Ca评分和CAG。CT Ca评分与CAG评分在检测冠心病方面有明显的重叠。对比CT Ca评分与CAG评分,前者正确分类70例(44.3%),过高分类66例(41.8%),过低分类22例(13.9%)。总体而言,CT CA评分与CAG严重程度指数之间存在统计学意义上的公平一致(加权Cohen's Kappa = 0.258; 95% CI: 0.140 ~ 0.377; P < 0.001)。梗阻性/非梗阻性CT Ca评分(约100 HU)与异常/正常CT Ca评分(60.13%)相比,准确度更高(70.89%)。对于阻塞性/非阻塞性分类,CT Ca评分对于过去的CAD具有显著意义(0.004)。结论sct Ca评分为肝移植受者阻塞性/非阻塞性CAD的初步评估提供了一种便捷、无创的方法。
{"title":"Efficacy of Computed Tomography Calcium (CT Ca) Score as a Screening Tool for Coronary Artery Disease in Wait Listed Liver Transplant Recipients","authors":"Joy Varghese,&nbsp;Mukhil Rajendran,&nbsp;P. Dinu Abirami,&nbsp;M. P Shiva Shankar,&nbsp;Rajasekaran Chandrasegaran,&nbsp;Jayanthi Venkataraman","doi":"10.1016/j.jceh.2025.103440","DOIUrl":"10.1016/j.jceh.2025.103440","url":null,"abstract":"<div><div>CT coronary calcium (CT Ca) score is a non-invasive method for assessing presence and severity of CAD in an individual. Coronary angiogram (CAG) is an invasive procedure and remains the gold standard for diagnosis of coronary artery disease (CAD).</div></div><div><h3>Aim</h3><div>To compare the efficacy of CT Ca score with CAG, for predicting severity of CAD during pre liver transplant (LT) recipient work-up.</div></div><div><h3>Methods</h3><div>CT Ca score was done for all listed patients. CAG was reserved for those &gt;50 years or a CT Ca score &gt;400 HU (Agtston scoring system). The severity of coronary artery stenosis by CAG was graded as normal, mild (&lt;50% stenosis), moderate (50–75% stenosis, severe (&gt;75 % stenosis) and extensive (&gt; one major coronary artery) was involved.</div></div><div><h3>Statistical analysis</h3><div>Weighted Cohen's Kappa was used to assess the agreement between the CT Ca score and CAG for ordinal outcome. The sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, positive predictive value, negative predictive value and diagnostic accuracy) were calculated for CT Ca score considering CAG classification as the gold-standard. RStudio Desktop latest version was used for analysis.</div></div><div><h3>Results</h3><div>158 patients had both CT Ca score and CAG. There was a significant overlap between CT Ca score and CAG score in detecting CAD. Comparing CT Ca score and CAG, 70 patients were correctly classified (44.3%) by the former, 66 (41.8%) were over-classified and 22 (13.9%) were under-classified. Overall, there was a statistically significant fair agreement between CT CA score and CAG severity index (Weighted Cohen's Kappa = 0.258; 95% CI: 0.140 to 0.377; <em>P</em> &lt; 0.001). The accuracy with CT Ca score was higher (70.89%) for obstructive/non-obstructive CT Ca score i.e. &gt;100 HU) compared to the abnormal/normal CT Ca scores (60.13%). For obstructive/non obstructive classification, CT Ca score was significant for past CAD (0.004).</div></div><div><h3>Conclusions</h3><div>CT Ca score provides a convenient and non-invasive method for the initial assessment of obstructive/non obstructive CAD in liver transplant recipients.</div></div>","PeriodicalId":15479,"journal":{"name":"Journal of Clinical and Experimental Hepatology","volume":"16 2","pages":"Article 103440"},"PeriodicalIF":3.2,"publicationDate":"2025-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145921877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
“Statistics are Pliable but It Needs an Unbiased Mind to Understand the Science” “统计数据是有弹性的,但它需要一个公正的头脑来理解科学”
IF 3.2 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-12-17 DOI: 10.1016/j.jceh.2025.103445
Ajay K. Mishra, Surender Singh, Anand V. Kulkarni, Amit Goel
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引用次数: 0
Hepatic Actinomycosis: A Diagnostic Challenge 肝放线菌病:诊断的挑战
IF 3.2 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-12-16 DOI: 10.1016/j.jceh.2025.103442
Prithiviraj Nabi, Muthukumarassamy Rajakannu, Mukul Vij, Mohamed Rela

Background

Primary hepatic actinomycosis (HA) is a rare chronic abscess-forming infection caused by an anaerobic gram-positive filamentous bacillus of the genus Actinomyces. It is a great imitator of liver tumors.

Case report

We describe two patients who presented space-occupying lesions in the liver after hepaticojejunostomy. In the first case, hepaticojejunostomy was performed for recurrent choledocholithiasis. He later developed a left lobe abscess with hepaticolithiasis for which left hepatectomy with re-do hepaticojejunostomy was performed. His postoperative histology demonstrated actinomycosis. The second patient, a postoperative follow-up case of Whipple’s procedure, developed sequentially bilateral liver abscesses with chronic discharging sinus. HA was diagnosed by percutaneous biopsy, and he recovered with a prolonged course of antibiotics.

Conclusion

Hepatic actinomycosis is a rare disease with frequent misdiagnosis and a protracted course of illness with a subacute or chronic inflammatory presentation. A high index of suspicion is required to avoid major liver resection, particularly in patients with prior hepaticojejunostomy. The definitive diagnosis is done by histopathology and can be cured with antibiotics.
背景:原发性肝放线菌病(HA)是一种罕见的慢性脓肿形成感染,由放线菌属的革兰氏阳性厌氧丝状杆菌引起。它是肝脏肿瘤的巨大模仿者。病例报告:我们描述了两例在肝空肠吻合术后出现肝脏占位性病变的患者。在第一例病例中,肝空肠吻合术治疗复发性胆总管结石。他后来发展为左肝叶脓肿并肝胆结石,因此行左肝切除术并再次行肝空肠吻合术。术后组织学显示放线菌病。第二例患者为惠普尔手术术后随访病例,并发双侧肝脓肿伴慢性排出窦。经皮穿刺活检诊断为HA,经延长疗程的抗生素治疗后恢复。结论肝放线菌病是一种罕见的疾病,易误诊,病程长,有亚急性或慢性炎症表现。需要高度的怀疑指数来避免大的肝脏切除术,特别是那些先前有肝空肠吻合术的患者。明确的诊断是通过组织病理学完成的,可以用抗生素治愈。
{"title":"Hepatic Actinomycosis: A Diagnostic Challenge","authors":"Prithiviraj Nabi,&nbsp;Muthukumarassamy Rajakannu,&nbsp;Mukul Vij,&nbsp;Mohamed Rela","doi":"10.1016/j.jceh.2025.103442","DOIUrl":"10.1016/j.jceh.2025.103442","url":null,"abstract":"<div><h3>Background</h3><div>Primary hepatic actinomycosis (HA) is a rare chronic abscess-forming infection caused by an anaerobic gram-positive filamentous bacillus of the genus <em>Actinomyces</em>. It is a great imitator of liver tumors.</div></div><div><h3>Case report</h3><div>We describe two patients who presented space-occupying lesions in the liver after hepaticojejunostomy. In the first case, hepaticojejunostomy was performed for recurrent choledocholithiasis. He later developed a left lobe abscess with hepaticolithiasis for which left hepatectomy with re-do hepaticojejunostomy was performed. His postoperative histology demonstrated actinomycosis. The second patient, a postoperative follow-up case of Whipple’s procedure, developed sequentially bilateral liver abscesses with chronic discharging sinus. HA was diagnosed by percutaneous biopsy, and he recovered with a prolonged course of antibiotics.</div></div><div><h3>Conclusion</h3><div>Hepatic actinomycosis is a rare disease with frequent misdiagnosis and a protracted course of illness with a subacute or chronic inflammatory presentation. A high index of suspicion is required to avoid major liver resection, particularly in patients with prior hepaticojejunostomy. The definitive diagnosis is done by histopathology and can be cured with antibiotics.</div></div>","PeriodicalId":15479,"journal":{"name":"Journal of Clinical and Experimental Hepatology","volume":"16 2","pages":"Article 103442"},"PeriodicalIF":3.2,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145921875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From Adults to Children: Rethinking Albumin Therapy in Pediatric Cirrhosis 从成人到儿童:对儿童肝硬化白蛋白治疗的再思考
IF 3.2 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-12-11 DOI: 10.1016/j.jceh.2025.103441
Vipul Gautam , Subhash Gupta
Albumin is a multifunctional protein with pivotal physiological roles, including maintenance of oncotic pressure, ligand binding and transport, antioxidant activity, immunomodulation, antithrombotic effects, and detoxification. Liver disease leads to quantitative as well as qualitative reduction in albumin concentrations. Oxidized albumin increases with cirrhosis severity, reducing its function and effective concentration. Recently, some studies have shown the presence of abnormal albumin isoforms in cirrhotic children. Reversibly oxidized human non-mercaptalbumin-1 (HNA1) and irreversibly oxidized human non-mercaptalbumin-2 (HNA2) have been shown to predict morbidity and mortality. Albumin dysfunction in addition to hypoalbuminemia introduces the concept of effective albumin concentration, a potential predictor of poor outcomes in pediatric cirrhosis. Long-term albumin infusion in adults with cirrhosis remains controversial as evidenced by large randomized controlled trials. As in adults, the therapeutic indications for albumin therapy in children with cirrhosis are complex and not straightforward. This review article analyses the basic albumin structure, versatile physiological functions of albumin, the implications of its abnormal forms in liver disease, and its therapeutic potential and challenges in albumin infusion therapy. The large number of ongoing studies and clinical trials for optimal use of albumin underscores its paramount position in the management of complications related to liver disorders and in improving patient outcomes.
白蛋白是一种多功能蛋白,具有关键的生理作用,包括维持肿瘤压力、配体结合和运输、抗氧化活性、免疫调节、抗血栓作用和解毒。肝脏疾病导致白蛋白浓度的定量和定性降低。氧化白蛋白随肝硬化严重程度增加,降低其功能和有效浓度。最近,一些研究表明在肝硬化儿童中存在异常的白蛋白亚型。可逆氧化的人非巯基蛋白-1 (HNA1)和不可逆氧化的人非巯基蛋白-2 (HNA2)已被证明可以预测发病率和死亡率。除了低白蛋白血症外,白蛋白功能障碍引入了有效白蛋白浓度的概念,这是儿童肝硬化预后不良的潜在预测因子。大型随机对照试验证明,成年肝硬化患者长期输注白蛋白仍存在争议。与成人一样,儿童肝硬化白蛋白治疗的适应症复杂且不直接。本文综述了白蛋白的基本结构、多种生理功能、其异常形态在肝脏疾病中的意义以及白蛋白输注治疗的潜力和挑战。大量正在进行的关于白蛋白最佳使用的研究和临床试验强调了白蛋白在处理与肝脏疾病相关的并发症和改善患者预后方面的重要地位。
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引用次数: 0
Revolutionizing Liver Imaging: Artificial Intelligence–Driven Advances in Diagnostics and Staging 革命性的肝脏成像:人工智能驱动的诊断和分期进展
IF 3.2 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-12-11 DOI: 10.1016/j.jceh.2025.103439
Shritik Devkota , Harish Bhujade , Naveen Kalra
Artificial intelligence (AI) has emerged as a transformative tool in liver imaging, offering enhanced diagnostic accuracy, efficiency, and reproducibility. The integration of machine learning and deep learning algorithms into radiological workflows has shown significant promise across a wide range of liver diseases. Key applications include automated liver segmentation on computed tomography (CT) and magnetic resonance imaging (MRI), enabling accurate liver volumetry and lesion localization. In metabolic dysfunction–associated steatotic liver disease, AI facilitates the detection and quantification of hepatic steatosis using advanced image analysis on ultrasound, CT, and MRI, providing a non-invasive alternative to biopsy. AI algorithms also demonstrate strong performance in detecting, classifying, and characterizing focal liver lesions such as hemangioma, focal nodular hyperplasia, hepatocellular carcinoma (HCC), and metastases, improving lesion conspicuity, standardizing reporting through LI-RADS, and reducing inter-observer variability. Beyond diagnosis, AI is increasingly applied for risk stratification and prognostication in HCC, integrating imaging, clinical, and laboratory data to predict tumor development, aggressiveness, treatment response, and survival outcomes. Despite these advances, the clinical implementation of AI in liver imaging faces notable challenges such as the need for data harmonization across scanners and institutions, rigorous validation in diverse patient populations, regulatory approval, and ethical considerations surrounding patient privacy, algorithmic bias, and transparency. Addressing these limitations through robust research, multi-center studies, and carefully designed clinical integration strategies is essential to safely and effectively harness AI’s potential. With continued development and validation, AI has the capacity to enhance diagnostic workflows, enable precision medicine, and ultimately improve patient outcomes in hepatology.
人工智能(AI)已经成为肝脏成像的变革性工具,提供了更高的诊断准确性、效率和可重复性。将机器学习和深度学习算法集成到放射工作流程中,在广泛的肝脏疾病中显示出巨大的前景。主要应用包括计算机断层扫描(CT)和磁共振成像(MRI)上的自动肝脏分割,实现准确的肝脏体积测量和病灶定位。在代谢功能障碍相关的脂肪变性肝病中,人工智能通过超声、CT和MRI的先进图像分析,促进了肝脏脂肪变性的检测和量化,提供了一种非侵入性的活检替代方法。人工智能算法在检测、分类和表征局灶性肝脏病变(如血管瘤、局灶性结节增生、肝细胞癌(HCC)和转移)、提高病变的显著性、通过LI-RADS规范报告、减少观察者之间的差异方面也表现出了很强的性能。除了诊断之外,人工智能越来越多地应用于HCC的风险分层和预后,整合影像学、临床和实验室数据来预测肿瘤的发展、侵袭性、治疗反应和生存结果。尽管取得了这些进展,但人工智能在肝脏成像中的临床应用仍面临着显著的挑战,例如需要在扫描仪和机构之间协调数据、在不同患者群体中进行严格验证、监管批准以及围绕患者隐私、算法偏见和透明度的伦理考虑。通过强有力的研究、多中心研究和精心设计的临床整合策略来解决这些限制,对于安全有效地利用人工智能的潜力至关重要。随着不断的开发和验证,人工智能有能力加强诊断工作流程,实现精准医疗,并最终改善肝病患者的治疗效果。
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引用次数: 0
A Simple Laboratory-based Machine Learning Model Accurately Predicts Advanced Liver Fibrosis in Metabolic Dysfunction-associated Steatotic Liver Disease Patients 一个简单的基于实验室的机器学习模型准确预测代谢功能障碍相关脂肪变性肝病患者的晚期肝纤维化
IF 3.2 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2025-12-10 DOI: 10.1016/j.jceh.2025.103438
Shobha Sharma , Ashok Choudhury , Venkata S. Gupta Thadikemalla , Archana Rastogi , Tapan Gandhi , Shiv K. Sarin

Background/Aim

Metabolic dysfunction-associated steatotic liver disease (MASLD) is often silent and progressive, affecting nearly one-fourth of the global population. However, liver biopsy remains the only accurate but invasive modality for diagnosis. We aimed to develop a machine-learning model to assess liver fibrosis in MASLD patients.

Method

We retrospectively analyzed electronic medical records of biopsy-proven MASLD patients, incorporating demographic, clinical, and liver biopsy data (advanced fibrosis, F3/F4 as AF). Fourteen machine learning (ML) models were developed, with the best model compared against the fibrosis-4 (FIB-4) score and aspartate aminotransferase to platelet ratio index (APRI) for detecting AF.

Results

Among 452 patients (median age: 41 years; interquartile range (IQR) 33–49; 75% male), 222 (49.1%) had AF. The fibrosis assessment by extra trees classifier (FAET) demonstrated the best performance, achieving 84% accuracy, an area under the curve (AUC) of 0.82, an F1 score of 0.77, a negative predictive value (NPV) of 0.81, and a positive predictive value (PPV) of 0.91 using 13 features. Compared to FIB-4, FAET improved accuracy by 33%, AUC by 34%, F1 score by 45%, NPV by 15.7%, and PPV by 71%. Similarly, compared to APRI, FAET improved accuracy by 58.4%, AUC by 49%, F1 score by 45.2%, NPV by 20.8%, and PPV by 111%. Using the top five features, the model achieved an accuracy of 82%, an AUC of 0.80, an F1 score of 0.76, a PPV of 0.79, and an NPV of 0.83 on the external test set, enabling the development of a simplified web-based tool.

Conclusion

FAET offers a significant advancement in the noninvasive assessment of advanced fibrosis in MASLD patients and has the potential for routine use pending further validation.
背景/目的代谢功能障碍相关的脂肪变性肝病(MASLD)通常是沉默的和进行性的,影响着全球近四分之一的人口。然而,肝活检仍然是唯一准确但有创的诊断方法。我们的目标是开发一种机器学习模型来评估MASLD患者的肝纤维化。方法回顾性分析经活检证实的MASLD患者的电子病历,包括人口统计学、临床和肝活检数据(晚期纤维化,F3/F4为房颤)。建立了14个机器学习(ML)模型,并将最佳模型与纤维化-4 (FIB-4)评分和天冬氨酸转氨酶与血小板比率指数(APRI)检测af进行比较。结果452例患者(中位年龄41岁,四分位数间距(IQR) 33-49;75%男性),222人(49.1%)患有房间隔。额外树分类器(FAET)的纤维化评估表现最佳,准确率达到84%,曲线下面积(AUC)为0.82,F1评分为0.77,阴性预测值(NPV)为0.81,阳性预测值(PPV)为0.91,使用13个特征。与FIB-4相比,FAET的准确率提高了33%,AUC提高了34%,F1评分提高了45%,NPV提高了15.7%,PPV提高了71%。同样,与APRI相比,FAET的准确率提高了58.4%,AUC提高了49%,F1得分提高了45.2%,NPV提高了20.8%,PPV提高了111%。利用前5个特征,该模型在外部测试集上实现了82%的准确率,AUC为0.80,F1分数为0.76,PPV为0.79,NPV为0.83,从而实现了基于web的简化工具的开发。faet在非侵入性评估MASLD晚期纤维化方面取得了重大进展,在进一步验证之前具有常规应用的潜力。
{"title":"A Simple Laboratory-based Machine Learning Model Accurately Predicts Advanced Liver Fibrosis in Metabolic Dysfunction-associated Steatotic Liver Disease Patients","authors":"Shobha Sharma ,&nbsp;Ashok Choudhury ,&nbsp;Venkata S. Gupta Thadikemalla ,&nbsp;Archana Rastogi ,&nbsp;Tapan Gandhi ,&nbsp;Shiv K. Sarin","doi":"10.1016/j.jceh.2025.103438","DOIUrl":"10.1016/j.jceh.2025.103438","url":null,"abstract":"<div><h3>Background/Aim</h3><div>Metabolic dysfunction-associated steatotic liver disease (MASLD) is often silent and progressive, affecting nearly one-fourth of the global population. However, liver biopsy remains the only accurate but invasive modality for diagnosis. We aimed to develop a machine-learning model to assess liver fibrosis in MASLD patients.</div></div><div><h3>Method</h3><div>We retrospectively analyzed electronic medical records of biopsy-proven MASLD patients, incorporating demographic, clinical, and liver biopsy data (advanced fibrosis, F3/F4 as AF). Fourteen machine learning (ML) models were developed, with the best model compared against the fibrosis-4 (FIB-4) score and aspartate aminotransferase to platelet ratio index (APRI) for detecting AF.</div></div><div><h3>Results</h3><div>Among 452 patients (median age: 41 years; interquartile range (IQR) 33–49; 75% male), 222 (49.1%) had AF. The fibrosis assessment by extra trees classifier (FAET) demonstrated the best performance, achieving 84% accuracy, an area under the curve (AUC) of 0.82, an F1 score of 0.77, a negative predictive value (NPV) of 0.81, and a positive predictive value (PPV) of 0.91 using 13 features. Compared to FIB-4, FAET improved accuracy by 33%, AUC by 34%, F1 score by 45%, NPV by 15.7%, and PPV by 71%. Similarly, compared to APRI, FAET improved accuracy by 58.4%, AUC by 49%, F1 score by 45.2%, NPV by 20.8%, and PPV by 111%. Using the top five features, the model achieved an accuracy of 82%, an AUC of 0.80, an F1 score of 0.76, a PPV of 0.79, and an NPV of 0.83 on the external test set, enabling the development of a simplified web-based tool.</div></div><div><h3>Conclusion</h3><div>FAET offers a significant advancement in the noninvasive assessment of advanced fibrosis in MASLD patients and has the potential for routine use pending further validation.</div></div>","PeriodicalId":15479,"journal":{"name":"Journal of Clinical and Experimental Hepatology","volume":"16 2","pages":"Article 103438"},"PeriodicalIF":3.2,"publicationDate":"2025-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145921876","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Journal of Clinical and Experimental Hepatology
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