首页 > 最新文献

Annals of hepatology最新文献

英文 中文
The myth of the stigma of fatty liver: What does the evidence show? 脂肪肝耻辱的神话:证据显示了什么?
IF 3.7 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-13 DOI: 10.1016/j.aohep.2024.101535

Recent efforts to reclassify non-alcoholic fatty liver disease (NAFLD) as metabolic dysfunction-associated fatty liver disease (MAFLD) and metabolic dysfunction-associated steatotic liver disease (MASLD) are intended to divert attention to the metabolic basis of the disease rather than to alcohol consumption. This reclassification recognizes the role of obesity, sedentary lifestyles and poor dietary habits in the development of the disease, leading to a better understanding of its etiology. Nevertheless, the transition has posed its own challenges, particularly with regard to communication between patient and healthcare professional. Many healthcare professionals report difficulty in explaining the nuanced concepts, especially the term "steatosis". In addition, the change in terminology has not yet removed the stigma, with ongoing debates about the appropriateness of the terms "fatty" and "steatotic". Surveys suggest that while "obesity" may be perceived as more stigmatizing, the medical term "steatotic liver disease" is not considered as stigmatizing, indicating a disconnect in perceptions between healthcare professionals and patients.

最近,非酒精性脂肪肝(NAFLD)被重新分类为代谢功能障碍相关性脂肪肝(MAFLD)和代谢功能障碍相关性脂肪肝(MASLD),目的是将人们的注意力转移到该疾病的代谢基础上,而不是酒精消费上。这一重新分类承认了肥胖、久坐不动的生活方式和不良饮食习惯在疾病发生中的作用,从而使人们对其病因有了更好的了解。然而,这一转变也带来了挑战,尤其是在患者与医护人员的沟通方面。许多医护人员表示很难解释其中的微妙概念,尤其是 "脂肪变性 "一词。此外,术语的变化尚未消除耻辱感,关于 "脂肪 "和 "脂肪变性 "这两个术语是否恰当的争论仍在继续。调查显示,虽然 "肥胖 "可能被认为更具有污名化,但医学术语 "脂肪肝 "却不被认为具有污名化,这表明医护人员和患者之间的认知存在脱节。
{"title":"The myth of the stigma of fatty liver: What does the evidence show?","authors":"","doi":"10.1016/j.aohep.2024.101535","DOIUrl":"10.1016/j.aohep.2024.101535","url":null,"abstract":"<div><p>Recent efforts to reclassify non-alcoholic fatty liver disease (NAFLD) as metabolic dysfunction-associated fatty liver disease (MAFLD) and metabolic dysfunction-associated steatotic liver disease (MASLD) are intended to divert attention to the metabolic basis of the disease rather than to alcohol consumption. This reclassification recognizes the role of obesity, sedentary lifestyles and poor dietary habits in the development of the disease, leading to a better understanding of its etiology. Nevertheless, the transition has posed its own challenges, particularly with regard to communication between patient and healthcare professional. Many healthcare professionals report difficulty in explaining the nuanced concepts, especially the term \"steatosis\". In addition, the change in terminology has not yet removed the stigma, with ongoing debates about the appropriateness of the terms \"fatty\" and \"steatotic\". Surveys suggest that while \"obesity\" may be perceived as more stigmatizing, the medical term \"steatotic liver disease\" is not considered as stigmatizing, indicating a disconnect in perceptions between healthcare professionals and patients.</p></div>","PeriodicalId":7979,"journal":{"name":"Annals of hepatology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1665268124003296/pdfft?md5=7ee64d135d5dc70959f6131b8c271544&pid=1-s2.0-S1665268124003296-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141987220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficacy and safety of palliative treatment in patients with autoimmune liver disease-associated hepatocellular carcinoma 自身免疫性肝病相关肝细胞癌患者姑息治疗的有效性和安全性。
IF 3.7 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-13 DOI: 10.1016/j.aohep.2024.101534

Introduction and Objectives

Autoimmune liver diseases (AILD) are rare causes hepatocellular carcinoma (HCC), and data on the efficacy and tolerability of anti-tumor therapies are scarce. This pan-European study aimed to assess outcomes in AILD-HCC patients treated with tyrosine kinase inhibitors (TKIs) or transarterial chemoembolization (TACE) compared with patients with more common HCC etiologies, including viral, alcoholic or non-alcoholic fatty liver disease.

Materials and Methods

107 patients with HCC-AILD (AIH:55; PBC:52) treated at 13 European centres between 1996 and 2020 were included. 65 received TACE and 28 received TKI therapy. 43 (66 %) were female (median age 73 years) with HCC tumor stage BCLC A (34 %), B (46 %), C (9 %) or D (11 %). For each treatment type, propensity score matching was used to match AILD to non-AILD-HCC on a 1:1 basis, yielding in a final cohort of 130 TACE and 56 TKI patients for comparative analyses of median overall survival (mOS) and treatment tolerability.

Results

HCC-AILD patients showed comparable mOS to controls for both TACE (19.5 vs. 22.1 months, p = 0.9) and TKI (15.4 vs. 15.1 months, p = 0.5). Adverse events were less frequent in AILD-HCC patients than controls (33 % % vs. 62 %, p = 0.003). For TKIs, there were no significant differences in adverse events (73% vs. 86%, p = 0.2) or interruption rates (44% vs. 36 %, p = 0.7).

Conclusions

In summary, this study demonstrates comparable mOS for AILD-HCC patients undergoing local and systemic treatments, with better tolerability than HCC of other causes. TKIs remain important therapeutic options for AILD-HCC patients, particularly given their exclusion from recent immunotherapy trials.

导言和目标:自身免疫性肝病(AILD)是肝细胞癌(HCC)的罕见病因,有关抗肿瘤疗法的疗效和耐受性的数据很少。这项泛欧研究旨在评估接受酪氨酸激酶抑制剂(TKIs)或经动脉化疗栓塞(TACE)治疗的AILD-HCC患者与更常见的HCC病因(包括病毒性、酒精性或非酒精性脂肪肝)患者相比的疗效。65例接受了TACE治疗,28例接受了TKI治疗。43人(66%)为女性(中位年龄为73岁),HCC肿瘤分期为BCLC A(34%)、B(46%)、C(9%)或D(11%)。对于每种治疗类型,均采用倾向评分匹配法将AILD与非AILD-HCC按1:1进行匹配,最终得出130例TACE和56例TKI患者,用于中位总生存期(mOS)和治疗耐受性的比较分析:结果:HCC-AILD患者的TACE(19.5个月 vs 22.1个月,P=0.9)和TKI(15.4个月 vs 15.1个月,P=0.5)中位总生存期与对照组相当。AILD-HCC患者的不良事件发生率低于对照组(33% vs 62%,P=0.003)。对于 TKIs,不良事件(73% vs. 86%,p=0.2)或中断率(44% vs. 36%,p=0.7)没有显著差异:总之,这项研究表明,接受局部和全身治疗的AILD-HCC患者的mOS值相当,耐受性优于其他原因导致的HCC。TKIs仍然是AILD-HCC患者的重要治疗选择,尤其是考虑到近期的免疫疗法试验中没有TKIs。
{"title":"Efficacy and safety of palliative treatment in patients with autoimmune liver disease-associated hepatocellular carcinoma","authors":"","doi":"10.1016/j.aohep.2024.101534","DOIUrl":"10.1016/j.aohep.2024.101534","url":null,"abstract":"<div><h3>Introduction and Objectives</h3><p>Autoimmune liver diseases (AILD) are rare causes hepatocellular carcinoma (HCC), and data on the efficacy and tolerability of anti-tumor therapies are scarce. This pan-European study aimed to assess outcomes in AILD-HCC patients treated with tyrosine kinase inhibitors (TKIs) or transarterial chemoembolization (TACE) compared with patients with more common HCC etiologies, including viral, alcoholic or non-alcoholic fatty liver disease.</p></div><div><h3>Materials and Methods</h3><p>107 patients with HCC-AILD (AIH:55; PBC:52) treated at 13 European centres between 1996 and 2020 were included. 65 received TACE and 28 received TKI therapy. 43 (66 %) were female (median age 73 years) with HCC tumor stage BCLC A (34 %), B (46 %), C (9 %) or D (11 %). For each treatment type, propensity score matching was used to match AILD to non-AILD-HCC on a 1:1 basis, yielding in a final cohort of 130 TACE and 56 TKI patients for comparative analyses of median overall survival (mOS) and treatment tolerability.</p></div><div><h3>Results</h3><p>HCC-AILD patients showed comparable mOS to controls for both TACE (19.5 vs. 22.1 months, <em>p</em> = 0.9) and TKI (15.4 vs. 15.1 months, <em>p</em> = 0.5). Adverse events were less frequent in AILD-HCC patients than controls (33 % % vs. 62 %, <em>p</em> = 0.003). For TKIs, there were no significant differences in adverse events (73% vs. 86%, <em>p</em> = 0.2) or interruption rates (44% vs. 36 %, <em>p</em> = 0.7).</p></div><div><h3>Conclusions</h3><p>In summary, this study demonstrates comparable mOS for AILD-HCC patients undergoing local and systemic treatments, with better tolerability than HCC of other causes. TKIs remain important therapeutic options for AILD-HCC patients, particularly given their exclusion from recent immunotherapy trials.</p></div>","PeriodicalId":7979,"journal":{"name":"Annals of hepatology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1665268124003284/pdfft?md5=22c0ddcfd0023699557af4b5b3d10ced&pid=1-s2.0-S1665268124003284-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141987215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of four chatbots in autoimmune liver disease: A comparative analysis 评估自身免疫性肝病中的四种聊天机器人:对比分析
IF 3.7 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-13 DOI: 10.1016/j.aohep.2024.101537

Introduction and Objectives

Autoimmune liver diseases (AILDs) are rare and require precise evaluation, which is often challenging for medical providers. Chatbots are innovative solutions to assist healthcare professionals in clinical management. In our study, ten liver specialists systematically evaluated four chatbots to determine their utility as clinical decision support tools in the field of AILDs.

Materials and Methods

We constructed a 56-question questionnaire focusing on AILD evaluation, diagnosis, and management of Autoimmune Hepatitis (AIH), Primary Biliary Cholangitis (PBC), and Primary Sclerosing Cholangitis (PSC). Four chatbots -ChatGPT 3.5, Claude, Microsoft Copilot, and Google Bard- were presented with the questions in their free tiers in December 2023. Responses underwent critical evaluation by ten liver specialists using a standardized 1 to 10 Likert scale. The analysis included mean scores, the number of highest-rated replies, and the identification of common shortcomings in chatbots performance.

Results

Among the assessed chatbots, specialists rated Claude highest with a mean score of 7.37 (SD = 1.91), followed by ChatGPT (7.17, SD = 1.89), Microsoft Copilot (6.63, SD = 2.10), and Google Bard (6.52, SD = 2.27). Claude also excelled with 27 best-rated replies, outperforming ChatGPT (20), while Microsoft Copilot and Google Bard lagged with only 6 and 9, respectively. Common deficiencies included listing details over specific advice, limited dosing options, inaccuracies for pregnant patients, insufficient recent data, over-reliance on CT and MRI imaging, and inadequate discussion regarding off-label use and fibrates in PBC treatment. Notably, internet access for Microsoft Copilot and Google Bard did not enhance precision compared to pre-trained models.

Conclusions

Chatbots hold promise in AILD support, but our study underscores key areas for improvement. Refinement is needed in providing specific advice, accuracy, and focused up-to-date information. Addressing these shortcomings is essential for enhancing the utility of chatbots in AILD management, guiding future development, and ensuring their effectiveness as clinical decision-support tools.

导言和目标:自身免疫性肝病(AILDs)十分罕见,需要精确的评估,这对医疗服务提供者来说往往具有挑战性。聊天机器人是协助医疗专业人员进行临床管理的创新解决方案。在我们的研究中,十位肝病专家系统地评估了四个聊天机器人,以确定它们作为 AILDs 领域临床决策支持工具的实用性:我们制作了一份 56 个问题的调查问卷,主要涉及自身免疫性肝炎(AIH)、原发性胆汁性胆管炎(PBC)和原发性硬化性胆管炎(PSC)的 AILD 评估、诊断和管理。2023 年 12 月,四个聊天机器人--ChatGPT 3.5、Claude、Microsoft Copilot 和 Google Bard--在其免费层级中提出了问题。十位肝病专家使用标准化的 1-10 分李克特量表对回答进行了严格评估。分析内容包括平均得分、最高评分回复的数量,以及识别聊天机器人性能中的常见缺陷:在接受评估的聊天机器人中,专家对 Claude 的评分最高,平均得分为 7.37(SD = 1.91),其次是 ChatGPT(7.17,SD = 1.89)、Microsoft Copilot(6.63,SD = 2.10)和 Google Bard(6.52,SD = 2.27)。Claude 也表现出色,有 27 条最佳回复,超过了 ChatGPT(20 条),而 Microsoft Copilot 和 Google Bard 落后,分别只有 6 条和 9 条。常见的不足之处包括:罗列的细节多于具体建议、剂量选择有限、对妊娠患者的建议不准确、近期数据不足、过度依赖 CT 和 MRI 成像、对 PBC 治疗中的标示外使用和纤维素类药物讨论不足。值得注意的是,与预先训练的模型相比,微软Copilot和谷歌Bard的互联网访问并没有提高精确度:聊天机器人在 AILD 支持方面大有可为,但我们的研究强调了需要改进的关键领域。在提供具体建议、准确性和有针对性的最新信息方面需要改进。解决这些不足对于提高聊天机器人在 AILD 管理中的实用性、指导未来发展以及确保其作为临床决策支持工具的有效性至关重要。
{"title":"Evaluation of four chatbots in autoimmune liver disease: A comparative analysis","authors":"","doi":"10.1016/j.aohep.2024.101537","DOIUrl":"10.1016/j.aohep.2024.101537","url":null,"abstract":"<div><h3>Introduction and Objectives</h3><p>Autoimmune liver diseases (AILDs) are rare and require precise evaluation, which is often challenging for medical providers. Chatbots are innovative solutions to assist healthcare professionals in clinical management. In our study, ten liver specialists systematically evaluated four chatbots to determine their utility as clinical decision support tools in the field of AILDs.</p></div><div><h3>Materials and Methods</h3><p>We constructed a 56-question questionnaire focusing on AILD evaluation, diagnosis, and management of Autoimmune Hepatitis (AIH), Primary Biliary Cholangitis (PBC), and Primary Sclerosing Cholangitis (PSC). Four chatbots -ChatGPT 3.5, Claude, Microsoft Copilot, and Google Bard- were presented with the questions in their free tiers in December 2023. Responses underwent critical evaluation by ten liver specialists using a standardized 1 to 10 Likert scale. The analysis included mean scores, the number of highest-rated replies, and the identification of common shortcomings in chatbots performance.</p></div><div><h3>Results</h3><p>Among the assessed chatbots, specialists rated Claude highest with a mean score of 7.37 (<em>SD</em> = 1.91), followed by ChatGPT (7.17, <em>SD</em> = 1.89), Microsoft Copilot (6.63, <em>SD</em> = 2.10), and Google Bard (6.52, <em>SD</em> = 2.27). Claude also excelled with 27 best-rated replies, outperforming ChatGPT (20), while Microsoft Copilot and Google Bard lagged with only 6 and 9, respectively. Common deficiencies included listing details over specific advice, limited dosing options, inaccuracies for pregnant patients, insufficient recent data, over-reliance on CT and MRI imaging, and inadequate discussion regarding off-label use and fibrates in PBC treatment. Notably, internet access for Microsoft Copilot and Google Bard did not enhance precision compared to pre-trained models.</p></div><div><h3>Conclusions</h3><p>Chatbots hold promise in AILD support, but our study underscores key areas for improvement. Refinement is needed in providing specific advice, accuracy, and focused up-to-date information. Addressing these shortcomings is essential for enhancing the utility of chatbots in AILD management, guiding future development, and ensuring their effectiveness as clinical decision-support tools.</p></div>","PeriodicalId":7979,"journal":{"name":"Annals of hepatology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1665268124003314/pdfft?md5=af7833dfb14ff08e21bb53cacf4381eb&pid=1-s2.0-S1665268124003314-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141987216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Limited utility of routine bone scintigraphy in the staging of patients with hepatocellular carcinoma: A cross-sectional study 常规骨闪烁扫描在肝细胞癌患者分期中的作用有限:一项横断面研究。
IF 3.7 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-08-13 DOI: 10.1016/j.aohep.2024.101545

Introduction and Objectives

The most widely used staging system for hepatocellular carcinoma (HCC) is the Barcelona Liver Clinic Cancer (BCLC) system, which considers tumor burden, performance status, and liver function. Tumor burden is assessed with cross sectional imaging of the abdomen and chest, controversy surrounds the routine use of bone scintigraphy (BS) for detecting extrahepatic metastases. This study evaluated the role of BS in staging HCC in Mexican patients.

Patients and Methods

Retrospective cross-sectional study of all adults with HCC at a Mexican referral center from 2000 to 2018. Staging included abdominal computed tomography (CT) or magnetic resonance imaging, chest CT, and BS. The main outcome was the impact of BS on staging and/or therapy plans.

Results

Among 238 patients, 2 with fibrolamellar variant and 44 with incomplete data were excluded. Median age was 66 years, 84 % had cirrhosis, and the predominant etiology was hepatitis C virus (43 %). BCLC stages were distributed as follows: A (14 %), B (7 %), C (68 %), and D (11 %). Extrahepatic disease was present in 18 %; only 8 % patients had a positive BS. Among the positive cases, 4 were true positives, but they did not alter staging or therapy plans.

Conclusions

Routine BS in HCC staging demonstrated low yield, with a notable rate of false positives. Considering the implications of extrahepatic disease, BS may be justified for liver transplant candidates outside conventional criteria. Our study highlights the limited role of BS in early-stage HCC and advocates for a more selective utilization.

导言和目标:肝细胞癌(HCC)最广泛使用的分期系统是巴塞罗那肝脏诊所癌症(BCLC)系统,该系统考虑了肿瘤负荷、表现状态和肝功能。肿瘤负荷通过腹部和胸部的横断面成像进行评估,但围绕常规使用骨闪烁成像(BS)检测肝外转移存在争议。本研究评估了 BS 在墨西哥患者 HCC 分期中的作用:回顾性横断面研究:2000 年至 2018 年期间,墨西哥一家转诊中心对所有患有 HCC 的成人进行了研究。分期包括腹部计算机断层扫描(CT)或磁共振成像、胸部 CT 和 BS。主要结果是BS对分期和/或治疗计划的影响:在238名患者中,排除了2名纤维母细胞变异患者和44名数据不完整的患者。中位年龄为66岁,84%患有肝硬化,主要病因是丙型肝炎病毒(43%)。BCLC 分期分布如下A期(14%)、B期(7%)、C期(68%)和D期(11%)。18%的患者存在肝外疾病;只有8%的患者BS呈阳性。在阳性病例中,4 例为真阳性,但它们并没有改变分期或治疗计划:结论:HCC 分期中常规 BS 的阳性率很低,假阳性率也很高。考虑到肝外疾病的影响,对于常规标准之外的肝移植候选者,BS可能是合理的。我们的研究强调了 BS 在早期 HCC 中的有限作用,并提倡更有选择性地使用 BS。
{"title":"Limited utility of routine bone scintigraphy in the staging of patients with hepatocellular carcinoma: A cross-sectional study","authors":"","doi":"10.1016/j.aohep.2024.101545","DOIUrl":"10.1016/j.aohep.2024.101545","url":null,"abstract":"<div><h3>Introduction and Objectives</h3><p>The most widely used staging system for hepatocellular carcinoma (HCC) is the Barcelona Liver Clinic Cancer (BCLC) system, which considers tumor burden, performance status, and liver function. Tumor burden is assessed with cross sectional imaging of the abdomen and chest, controversy surrounds the routine use of bone scintigraphy (BS) for detecting extrahepatic metastases. This study evaluated the role of BS in staging HCC in Mexican patients.</p></div><div><h3>Patients and Methods</h3><p>Retrospective cross-sectional study of all adults with HCC at a Mexican referral center from 2000 to 2018. Staging included abdominal computed tomography (CT) or magnetic resonance imaging, chest CT, and BS. The main outcome was the impact of BS on staging and/or therapy plans.</p></div><div><h3>Results</h3><p>Among 238 patients, 2 with fibrolamellar variant and 44 with incomplete data were excluded. Median age was 66 years, 84 % had cirrhosis, and the predominant etiology was hepatitis C virus (43 %). BCLC stages were distributed as follows: A (14 %), B (7 %), C (68 %), and D (11 %). Extrahepatic disease was present in 18 %; only 8 % patients had a positive BS. Among the positive cases, 4 were true positives, but they did not alter staging or therapy plans.</p></div><div><h3>Conclusions</h3><p>Routine BS in HCC staging demonstrated low yield, with a notable rate of false positives. Considering the implications of extrahepatic disease, BS may be justified for liver transplant candidates outside conventional criteria. Our study highlights the limited role of BS in early-stage HCC and advocates for a more selective utilization.</p></div>","PeriodicalId":7979,"journal":{"name":"Annals of hepatology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1665268124003399/pdfft?md5=941268fee4c082b5d95e6003e565897c&pid=1-s2.0-S1665268124003399-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141987219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel role of AIM2 inflammasome-mediated pyroptosis in radiofrequency ablation of hepatocellular carcinoma AIM2 炎症体介导的热蛋白沉积在肝细胞癌射频消融中的新作用。
IF 3.7 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-07-22 DOI: 10.1016/j.aohep.2024.101532

Introduction and Objectives

The absence of melanoma 2 (AIM2) protein triggers the activation of the inflammasome cascade. It is unclear whether AIM2 plays a role in hepatocellular carcinoma (HCC) and radiofrequency ablation (RFA), which uses radiofrequency waves to treat tumors. In this study, we investigated if RFA could induce pyroptosis, also called cell inflammatory necrosis, in HCC through AIM2-inflammasome signaling in vivo and in vitro.

Materials and Methods

BALB/c nude mice were used to generate HepG2 or SMMC-7721 cell-derived tumor xenografts. HCC cells with knockdown or overexpression of AIM2 were created using short hairpin RNA (shRNA) and expression vector transfection, respectively, for functional and mechanistic studies. Downstream effects were examined using flow cytometry, qRT-PCR, ELISAs, and other molecular assays.

Results

RFA significantly suppressed tumor growth in HCC cell xenografts. Flow cytometry analysis revealed that RFA could induce pyroptosis. Furthermore, AIM2, NLRP3, caspase-1, γ-H2AX, and DNA-PKc had significantly greater expression levels in liver tissues from mice treated with RFA compared with those of the controls. Additionally, interleukin (IL)-1β and IL-18 expression levels were significantly higher in the HCC cell-derived xenograft mice treated with RFA compared with those without RFA. Notably, a significantly greater effect was achieved in the RFA complete ablation group versus the partial ablation group. Knockdown or overexpression of AIM2 in HCC cells demonstrated that AIM2 exerted a role in RFA-induced pyroptosis.

Conclusions

RFA can suppress HCC tumor growth by inducing pyroptosis via AIM2. Therefore, therapeutically intervening with AIM2-mediated inflammasome signaling may help improve RFA treatment outcomes for HCC patients.

引言和目的:黑色素瘤 2(AIM2)蛋白的缺失会引发炎性体级联的激活。目前尚不清楚 AIM2 是否在肝细胞癌(HCC)和射频消融术(RFA)中发挥作用,后者使用射频波治疗肿瘤。在这项研究中,我们探讨了 RFA 是否能通过 AIM2-炎症小体信号传导诱导体内和体外的 HCC 热休克(也称为细胞炎症坏死):用 BALB/c 裸鼠产生 HepG2 或 SMMC-7721 细胞衍生的肿瘤异种移植。使用短发夹 RNA(shRNA)和表达载体转染技术分别创建了 AIM2 基因敲除或过表达的 HCC 细胞,用于功能和机理研究。使用流式细胞术、qRT-PCR、ELISA 和其他分子检测方法对下游效应进行了研究:结果:RFA能明显抑制HCC细胞异种移植的肿瘤生长。流式细胞术分析表明,RFA 可诱导细胞发生热休克。此外,与对照组相比,经 RFA 治疗的小鼠肝组织中 AIM2、NLRP3、caspase-1、γ-H2AX 和 DNA-PKc 的表达水平明显升高。此外,与未接受 RFA 治疗的小鼠相比,接受 RFA 治疗的 HCC 细胞衍生异种移植小鼠的白细胞介素(IL)-1β 和 IL-18 表达水平明显更高。值得注意的是,RFA 完全消融组与部分消融组相比,效果明显更好。HCC细胞中AIM2的敲除或过表达表明,AIM2在RFA诱导的化脓过程中发挥了作用:结论:RFA可通过AIM2诱导热休克,从而抑制HCC肿瘤的生长。因此,对 AIM2 介导的炎性体信号进行治疗干预可能有助于改善 HCC 患者的 RFA 治疗效果。
{"title":"A novel role of AIM2 inflammasome-mediated pyroptosis in radiofrequency ablation of hepatocellular carcinoma","authors":"","doi":"10.1016/j.aohep.2024.101532","DOIUrl":"10.1016/j.aohep.2024.101532","url":null,"abstract":"<div><h3>Introduction and Objectives</h3><p>The absence of melanoma 2 (AIM2) protein triggers the activation of the inflammasome cascade. It is unclear whether AIM2 plays a role in hepatocellular carcinoma (HCC) and radiofrequency ablation (RFA), which uses radiofrequency waves to treat tumors. In this study, we investigated if RFA could induce pyroptosis, also called cell inflammatory necrosis, in HCC through AIM2-inflammasome signaling <em>in vivo</em> and <em>in vitro</em>.</p></div><div><h3>Materials and Methods</h3><p>BALB/c nude mice were used to generate HepG2 or SMMC-7721 cell-derived tumor xenografts. HCC cells with knockdown or overexpression of AIM2 were created using short hairpin RNA (shRNA) and expression vector transfection, respectively, for functional and mechanistic studies. Downstream effects were examined using flow cytometry, qRT-PCR, ELISAs, and other molecular assays.</p></div><div><h3>Results</h3><p>RFA significantly suppressed tumor growth in HCC cell xenografts. Flow cytometry analysis revealed that RFA could induce pyroptosis. Furthermore, AIM2, NLRP3, caspase-1, γ-H2AX, and DNA-PKc had significantly greater expression levels in liver tissues from mice treated with RFA compared with those of the controls. Additionally, interleukin (IL)-1β and IL-18 expression levels were significantly higher in the HCC cell-derived xenograft mice treated with RFA compared with those without RFA. Notably, a significantly greater effect was achieved in the RFA complete ablation group versus the partial ablation group. Knockdown or overexpression of AIM2 in HCC cells demonstrated that AIM2 exerted a role in RFA-induced pyroptosis.</p></div><div><h3>Conclusions</h3><p>RFA can suppress HCC tumor growth by inducing pyroptosis via AIM2. Therefore, therapeutically intervening with AIM2-mediated inflammasome signaling may help improve RFA treatment outcomes for HCC patients.</p></div>","PeriodicalId":7979,"journal":{"name":"Annals of hepatology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1665268124003260/pdfft?md5=dd347d09781b96244cf65924e69cb274&pid=1-s2.0-S1665268124003260-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141756708","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of a biodegradable prosthesis through tissue engineering, for the organ-replacement or substitution of the extrahepatic bile duct 通过组织工程学开发一种可生物降解的假体,用于器官替代或肝外胆管替代。
IF 3.7 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-07-20 DOI: 10.1016/j.aohep.2024.101530

Introduction and Objectives

There are different situations in which an extrahepatic bile duct replacement or substitute is needed, such as initial and localized stages of bile duct cancer, agenesis, stenosis, or bile duct disruption.

Materials and Methods

A prosthesis obtained by electrospinning composed of Poly (D,L-lactide-co-glycolide) (PGLA) - Polycaprolactone (PCL) - Gelatin (Gel) was developed, mechanical and biological tests were carried out to evaluate resistance to tension, biocompatibility, biodegradability, cytotoxicity, morphological analysis and cell culture. The obtained prosthesis was placed in the extrahepatic bile duct of 15 pigs with a 2-year follow-up. Liver function tests and cholangioscopy were evaluated during follow-up.

Results

Mechanical and biological evaluations indicate that this scaffold is biocompatible and biodegradable. The prosthesis implanted in the experimental model allowed cell adhesion, migration, and proliferation, maintaining bile duct permeability without altering liver function tests. Immunohistochemical analysis indicates the presence of biliary epithelium.

Conclusions

A tubular scaffold composed of electrospun PGLA-PCL-Gel nanofibers was used for the first time to replace the extrahepatic bile duct in pigs. Mechanical and biological evaluations indicate that this scaffold is biocompatible and biodegradable, making it an excellent candidate for use in bile ducts and potentially in other tissue engineering applications.

导言和目的:在不同的情况下,需要进行肝外胆管置换或替代,如胆管癌初期和局部阶段、胆管缺失、胆管狭窄或胆管中断。材料和方法:开发了一种由聚(D,L-内酯-共聚乙二醇)(PGLA)-聚己内酯(PCL)-明胶(Gel)组成的电纺丝假体,并进行了机械和生物测试,以评估其抗张力、生物相容性、生物降解性、细胞毒性、形态分析和细胞培养。将获得的假体植入 15 头猪的肝外胆管,并进行了为期两年的随访。结果:机械和生物评估表明,这种支架具有生物相容性和生物降解性。在实验模型中植入的假体允许细胞粘附、迁移和增殖,在不改变肝功能检测结果的情况下保持了胆管的通透性。免疫组化分析表明存在胆道上皮。结论:由电纺PGLA-PCL-Gel纳米纤维组成的管状支架首次用于替代猪的肝外胆管。机械和生物学评估表明,这种支架具有生物相容性和生物可降解性,是用于胆管和其他潜在组织工程应用的绝佳候选材料。
{"title":"Development of a biodegradable prosthesis through tissue engineering, for the organ-replacement or substitution of the extrahepatic bile duct","authors":"","doi":"10.1016/j.aohep.2024.101530","DOIUrl":"10.1016/j.aohep.2024.101530","url":null,"abstract":"<div><h3>Introduction and Objectives</h3><p>There are different situations in which an extrahepatic bile duct replacement or substitute is needed, such as initial and localized stages of bile duct cancer, agenesis, stenosis, or bile duct disruption.</p></div><div><h3>Materials and Methods</h3><p>A prosthesis obtained by electrospinning composed of Poly (D,L-lactide-co-glycolide) (PGLA) - Polycaprolactone (PCL) - Gelatin (Gel) was developed, mechanical and biological tests were carried out to evaluate resistance to tension, biocompatibility, biodegradability, cytotoxicity, morphological analysis and cell culture. The obtained prosthesis was placed in the extrahepatic bile duct of 15 pigs with a 2-year follow-up. Liver function tests and cholangioscopy were evaluated during follow-up.</p></div><div><h3>Results</h3><p>Mechanical and biological evaluations indicate that this scaffold is biocompatible and biodegradable. The prosthesis implanted in the experimental model allowed cell adhesion, migration, and proliferation, maintaining bile duct permeability without altering liver function tests. Immunohistochemical analysis indicates the presence of biliary epithelium.</p></div><div><h3>Conclusions</h3><p>A tubular scaffold composed of electrospun PGLA-PCL-Gel nanofibers was used for the first time to replace the extrahepatic bile duct in pigs. Mechanical and biological evaluations indicate that this scaffold is biocompatible and biodegradable, making it an excellent candidate for use in bile ducts and potentially in other tissue engineering applications.</p></div>","PeriodicalId":7979,"journal":{"name":"Annals of hepatology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1665268124003247/pdfft?md5=2b7f44c2576bdbdc63d3d8193706e2d0&pid=1-s2.0-S1665268124003247-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141733435","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Stroop test, Quickstroop, and the 1-min animal naming test for minimal hepatic encephalopathy diagnosis: A multicenter study in Mexico 用于诊断轻微肝性脑病的 Stroop 测试、Quickstroop 测试和 1 分钟动物命名测试:墨西哥多中心研究。
IF 3.7 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-07-19 DOI: 10.1016/j.aohep.2024.101531

Introduction and Objectives

Although the Psychometric Hepatic Encephalopathy Score (PHES) remains the gold standard in diagnosing minimal hepatic encephalopathy (MHE), its complexity limits its application in clinical practice. While more convenient tests, such as the Stroop test, Quickstroop, and the 1-min animal naming test (ANT-1), have emerged, they haven't been validated in our setting. Our objective was to validate these tests in our population.

Patients and Methods

This multicenter, observational, descriptive, and cross-sectional study was conducted in three hospitals in northeastern Mexico. MHE was defined as a PHES <-4. We included patients with cirrhosis aged >15 years without a history of overt hepatic encephalopathy. Data regarding sex, age, education, Child-Pugh/MELD-Na scores, etiology of cirrhosis, diabetes, hypertension, obesity, ascites, and clinically significant portal hypertension was collected. Fisher's exact test, Mann-Whitney U test, and receiver operating characteristic (ROC) curves were used for statistical analysis.

Results

Of the 121 patients included, 35.5 % were diagnosed with MHE. The presence of MHE was significantly associated with education level, years of study, and scores in the Stroop test, Quickstroop, and ANT-1. The AUROC curves were 77.9 %, 74.6 %, and 72.7 % for the Stroop test, Quickstroop, and ANT-1, respectively. The resulting cut-off points were 218.398 (sensitivity: 74 %; specificity: 74 %), 40.535 (sensitivity: 77 %; specificity: 68 %), and <16 animals (sensitivity: 58 %; specificity: 79 %), respectively.

Conclusions

These tests are valid diagnostic tools for detecting MHE in our population. Their simpler use and applicability could increase the early diagnosis of MHE and prompt primary prophylaxis initiation for overt hepatic encephalopathy.

简介和目的:尽管心理测量肝性脑病评分(PHES)仍是诊断极小肝性脑病(MHE)的黄金标准,但其复杂性限制了它在临床实践中的应用。虽然出现了更方便的测试,如 Stroop 测试、Quickstroop 测试和 1 分钟动物命名测试 (ANT-1),但它们尚未在我们的环境中得到验证。我们的目标是在我国人群中验证这些测试:这项多中心、观察性、描述性和横断面研究在墨西哥东北部的三家医院进行。MHE被定义为PHES15岁且无明显肝性脑病病史的患者。研究收集了有关性别、年龄、教育程度、Child-Pugh/MMELD-Na 评分、肝硬化病因、糖尿病、高血压、肥胖、腹水和有临床表现的门静脉高压症的数据。统计分析采用费雪精确检验、曼-惠特尼 U 检验和接收器操作特征曲线(ROC):结果:在纳入的 121 例患者中,35.5% 被诊断为 MHE。MHE的存在与受教育程度、学习年限以及Stroop测试、Quickstroop测试和ANT-1的得分明显相关。Stroop测试、Quickstroop和ANT-1的AUROC曲线分别为77.9%、74.6%和72.7%。得出的临界点分别为 218.398(灵敏度:74%;特异性:74%)、40.535(灵敏度:77%;特异性:68%)和结论:这些测试是在我国人群中检测 MHE 的有效诊断工具。它们的使用更简单,适用性更强,可提高 MHE 的早期诊断率,并及时对明显的肝性脑病进行一级预防。
{"title":"Stroop test, Quickstroop, and the 1-min animal naming test for minimal hepatic encephalopathy diagnosis: A multicenter study in Mexico","authors":"","doi":"10.1016/j.aohep.2024.101531","DOIUrl":"10.1016/j.aohep.2024.101531","url":null,"abstract":"<div><h3>Introduction and Objectives</h3><p>Although the Psychometric Hepatic Encephalopathy Score (PHES) remains the gold standard in diagnosing minimal hepatic encephalopathy (MHE), its complexity limits its application in clinical practice. While more convenient tests, such as the Stroop test, Quickstroop, and the 1-min animal naming test (ANT-1), have emerged, they haven't been validated in our setting. Our objective was to validate these tests in our population.</p></div><div><h3>Patients and Methods</h3><p>This multicenter, observational, descriptive, and cross-sectional study was conducted in three hospitals in northeastern Mexico. MHE was defined as a PHES &lt;-4. We included patients with cirrhosis aged &gt;15 years without a history of overt hepatic encephalopathy. Data regarding sex, age, education, Child-Pugh/MELD-Na scores, etiology of cirrhosis, diabetes, hypertension, obesity, ascites, and clinically significant portal hypertension was collected. Fisher's exact test, Mann-Whitney U test, and receiver operating characteristic (ROC) curves were used for statistical analysis.</p></div><div><h3>Results</h3><p>Of the 121 patients included, 35.5 % were diagnosed with MHE. The presence of MHE was significantly associated with education level, years of study, and scores in the Stroop test, Quickstroop, and ANT-1. The AUROC curves were 77.9 %, 74.6 %, and 72.7 % for the Stroop test, Quickstroop, and ANT-1, respectively. The resulting cut-off points were 218.398 (sensitivity: 74 %; specificity: 74 %), 40.535 (sensitivity: 77 %; specificity: 68 %), and &lt;16 animals (sensitivity: 58 %; specificity: 79 %), respectively.</p></div><div><h3>Conclusions</h3><p>These tests are valid diagnostic tools for detecting MHE in our population. Their simpler use and applicability could increase the early diagnosis of MHE and prompt primary prophylaxis initiation for overt hepatic encephalopathy.</p></div>","PeriodicalId":7979,"journal":{"name":"Annals of hepatology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1665268124003259/pdfft?md5=81fa19f1481d6c75e5cd220a0d57063f&pid=1-s2.0-S1665268124003259-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141733437","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Outcomes of repeat conventional transarterial chemoembolization in patients with liver metastases 肝转移瘤患者重复常规经动脉化疗栓塞术的疗效
IF 3.7 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-07-19 DOI: 10.1016/j.aohep.2024.101529

Introduction and Objectives

Although unlimited sessions of conventional transarterial chemoembolization (cTACE) may be performed for liver metastases, there is no data indicating when treatment becomes ineffective. This study aimed to determine the optimal number of repeat cTACE sessions for nonresponding patients before abandoning cTACE in patients with liver metastases.

Materials and Methods

In this retrospective, single-institutional analysis, patients with liver metastases from neuroendocrine tumors (NET), colorectal carcinoma (CRC), and lung cancer who underwent consecutive cTACE sessions from 2001 to 2015 were studied. Quantitative European Association for Study of the Liver (qEASL) criteria were utilized for response assessment. The association between the number of cTACE and 2-year, 5-year, and overall survival was evaluated to estimate the optimal number of cTACE for each survival outcome.

Results

Eighty-five patients underwent a total of 186 cTACE sessions for 117 liver metastases, of which 30.7 % responded to the first cTACE. For the target lesions that did not respond to the first, second, and third cTACE sessions, response rates after the second, third, and fourth cTACE sessions were 33.3 %, 23 %, and 25 %, respectively. The fourth cTACE session was the optimal number for 2-year survival (HR 0.40; 95 %CI: 0.16–0.97; p = 0.04), 5-year survival (HR 0.31; 95 %CI: 0.11–0.87; p = 0.02), and overall survival (HR 0.35; 95 %CI: 0.13–0.89; p = 0.02).

Conclusions

Repeat cTACE in the management of liver metastases from NET, CRC, and lung cancer was associated with improved patient survival. We recommend at least four cTACE sessions before switching to another treatment for nonresponding metastatic liver lesions.

引言和目的:尽管传统经动脉化疗栓塞术(cTACE)可对肝转移瘤进行无限次治疗,但目前尚无数据表明治疗何时无效。本研究旨在确定肝转移患者在放弃 cTACE 治疗前,无应答患者重复 cTACE 治疗的最佳次数:在这项回顾性单机构分析中,研究对象为2001年至2015年期间接受连续cTACE治疗的神经内分泌肿瘤(NET)、结直肠癌(CRC)和肺癌肝转移患者。采用欧洲肝脏研究协会(qEASL)的定量标准进行反应评估。评估了 cTACE 次数与 2 年、5 年和总生存率之间的关系,以估算每种生存结果的最佳 cTACE 次数:85名患者共接受了186次cTACE治疗,治疗了117个肝转移灶,其中30.7%的患者对第一次cTACE治疗有反应。对于第一次、第二次和第三次cTACE治疗无反应的靶病灶,第二次、第三次和第四次cTACE治疗后的反应率分别为33.3%、23%和25%。对于2年生存率(HR 0.40;95%CI:0.16-0.97;P=0.04)、5年生存率(HR 0.31;95%CI:0.11-0.87;P=0.02)和总生存率(HR 0.35;95%CI:0.13-0.89;P=0.02)而言,第四次cTACE治疗是最佳治疗次数:结论:在治疗NET、CRC和肺癌肝转移时,重复cTACE与患者生存率的提高有关。我们建议对无反应的肝转移病灶至少进行四次 cTACE 治疗后再转用其他治疗方法。
{"title":"Outcomes of repeat conventional transarterial chemoembolization in patients with liver metastases","authors":"","doi":"10.1016/j.aohep.2024.101529","DOIUrl":"10.1016/j.aohep.2024.101529","url":null,"abstract":"<div><h3>Introduction and Objectives</h3><p>Although unlimited sessions of conventional transarterial chemoembolization (cTACE) may be performed for liver metastases, there is no data indicating when treatment becomes ineffective. This study aimed to determine the optimal number of repeat cTACE sessions for nonresponding patients before abandoning cTACE in patients with liver metastases.</p></div><div><h3>Materials and Methods</h3><p>In this retrospective, single-institutional analysis, patients with liver metastases from neuroendocrine tumors (NET), colorectal carcinoma (CRC), and lung cancer who underwent consecutive cTACE sessions from 2001 to 2015 were studied. Quantitative European Association for Study of the Liver (qEASL) criteria were utilized for response assessment. The association between the number of cTACE and 2-year, 5-year, and overall survival was evaluated to estimate the optimal number of cTACE for each survival outcome.</p></div><div><h3>Results</h3><p>Eighty-five patients underwent a total of 186 cTACE sessions for 117 liver metastases, of which 30.7 % responded to the first cTACE. For the target lesions that did not respond to the first, second, and third cTACE sessions, response rates after the second, third, and fourth cTACE sessions were 33.3 %, 23 %, and 25 %, respectively. The fourth cTACE session was the optimal number for 2-year survival (HR 0.40; 95 %CI: 0.16–0.97; <em>p</em> = 0.04), 5-year survival (HR 0.31; 95 %CI: 0.11–0.87; <em>p</em> = 0.02), and overall survival (HR 0.35; 95 %CI: 0.13–0.89; <em>p</em> = 0.02).</p></div><div><h3>Conclusions</h3><p>Repeat cTACE in the management of liver metastases from NET, CRC, and lung cancer was associated with improved patient survival. We recommend at least four cTACE sessions before switching to another treatment for nonresponding metastatic liver lesions.</p></div>","PeriodicalId":7979,"journal":{"name":"Annals of hepatology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1665268124003235/pdfft?md5=e370a7f253eea4a7cb43fda4d385d701&pid=1-s2.0-S1665268124003235-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141733436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Accurate prediction of all-cause mortality in patients with metabolic dysfunction-associated steatotic liver disease using electronic health records 利用电子健康记录准确预测代谢功能障碍相关性脂肪肝患者的全因死亡率。
IF 3.7 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-07-04 DOI: 10.1016/j.aohep.2024.101528

Introduction and Objectives

Despite the huge clinical burden of MASLD, validated tools for early risk stratification are lacking, and heterogeneous disease expression and a highly variable rate of progression to clinical outcomes result in prognostic uncertainty. We aimed to investigate longitudinal electronic health record-based outcome prediction in MASLD using a state-of-the-art machine learning model.

Patients and Methods

n = 940 patients with histologically-defined MASLD were used to develop a deep-learning model for all-cause mortality prediction. Patient timelines, spanning 12 years, were fully-annotated with demographic/clinical characteristics, ICD-9 and -10 codes, blood test results, prescribing data, and secondary care activity. A Transformer neural network (TNN) was trained to output concomitant probabilities of 12-, 24-, and 36-month all-cause mortality. In-sample performance was assessed using 5-fold cross-validation. Out-of-sample performance was assessed in an independent set of n = 528 MASLD patients.

Results

In-sample model performance achieved AUROC curve 0.74–0.90 (95 % CI: 0.72–0.94), sensitivity 64 %-82 %, specificity 75 %–92 % and Positive Predictive Value (PPV) 94 %-98 %. Out-of-sample model validation had AUROC 0.70–0.86 (95 % CI: 0.67–0.90), sensitivity 69 %–70 %, specificity 96 %–97 % and PPV 75 %–77 %. Key predictive factors, identified using coefficients of determination, were age, presence of type 2 diabetes, and history of hospital admissions with length of stay >14 days.

Conclusions

A TNN, applied to routinely-collected longitudinal electronic health records, achieved good performance in prediction of 12-, 24-, and 36-month all-cause mortality in patients with MASLD. Extrapolation of our technique to population-level data will enable scalable and accurate risk stratification to identify people most likely to benefit from anticipatory health care and personalized interventions.

导言和目的:尽管MASLD造成了巨大的临床负担,但却缺乏用于早期风险分层的有效工具,而且异质性疾病表达和临床结果进展率的高度可变性导致了预后的不确定性。我们的目的是利用最先进的机器学习模型,研究基于电子健康记录的MASLD纵向预后预测。患者和方法:940名组织学定义的MASLD患者被用于开发一个深度学习模型,以预测全因死亡率。患者时间跨度长达12年,其人口学/临床特征、ICD-9和-10代码、血液检测结果、处方数据和二级护理活动均已完全标注。对变压器神经网络 (TNN) 进行了训练,以输出 12 个月、24 个月和 36 个月全因死亡率的伴随概率。采用 5 倍交叉验证评估样本内性能。对一组独立的 n=528 MASLD 患者进行了样本外性能评估:样本内模型性能达到 AUROC 曲线 0.74-0.90(95% CI:0.72-0.94),灵敏度 64%-82%,特异性 75%-92%,阳性预测值 (PPV) 94%-98%。样本外模型验证的 AUROC 为 0.70-0.86(95% CI:0.67-0.90),灵敏度为 69%-70%,特异度为 96%-97%,PPV 为 75%-77%。利用决定系数确定的主要预测因素是年龄、是否患有 2 型糖尿病以及住院时间超过 14 天的入院史:应用于常规收集的纵向电子健康记录的 TNN 在预测 MASLD 患者 12 个月、24 个月和 36 个月的全因死亡率方面表现良好。将我们的技术推广到人群数据中,将实现可扩展的、准确的风险分层,以确定最有可能从预见性医疗保健和个性化干预中获益的人群。
{"title":"Accurate prediction of all-cause mortality in patients with metabolic dysfunction-associated steatotic liver disease using electronic health records","authors":"","doi":"10.1016/j.aohep.2024.101528","DOIUrl":"10.1016/j.aohep.2024.101528","url":null,"abstract":"<div><h3>Introduction and Objectives</h3><p>Despite the huge clinical burden of MASLD, validated tools for early risk stratification are lacking, and heterogeneous disease expression and a highly variable rate of progression to clinical outcomes result in prognostic uncertainty. We aimed to investigate longitudinal electronic health record-based outcome prediction in MASLD using a state-of-the-art machine learning model.</p></div><div><h3>Patients and Methods</h3><p><em>n</em> = 940 patients with histologically-defined MASLD were used to develop a deep-learning model for all-cause mortality prediction. Patient timelines, spanning 12 years, were fully-annotated with demographic/clinical characteristics, ICD-9 and -10 codes, blood test results, prescribing data, and secondary care activity. A Transformer neural network (TNN) was trained to output concomitant probabilities of 12-, 24-, and 36-month all-cause mortality. In-sample performance was assessed using 5-fold cross-validation. Out-of-sample performance was assessed in an independent set of <em>n</em> = 528 MASLD patients.</p></div><div><h3>Results</h3><p>In-sample model performance achieved AUROC curve 0.74–0.90 (95 % CI: 0.72–0.94), sensitivity 64 %-82 %, specificity 75 %–92 % and Positive Predictive Value (PPV) 94 %-98 %. Out-of-sample model validation had AUROC 0.70–0.86 (95 % CI: 0.67–0.90), sensitivity 69 %–70 %, specificity 96 %–97 % and PPV 75 %–77 %. Key predictive factors, identified using coefficients of determination, were age, presence of type 2 diabetes, and history of hospital admissions with length of stay &gt;14 days.</p></div><div><h3>Conclusions</h3><p>A TNN, applied to routinely-collected longitudinal electronic health records, achieved good performance in prediction of 12-, 24-, and 36-month all-cause mortality in patients with MASLD. Extrapolation of our technique to population-level data will enable scalable and accurate risk stratification to identify people most likely to benefit from anticipatory health care and personalized interventions.</p></div>","PeriodicalId":7979,"journal":{"name":"Annals of hepatology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1665268124003223/pdfft?md5=78eda29d27beb056fd99526cd9d223f2&pid=1-s2.0-S1665268124003223-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141544473","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MAFLD vs. MASLD: Consensus is unlike evidence! MAFLD 与 MASLD:共识不同于证据!
IF 3.7 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Pub Date : 2024-07-02 DOI: 10.1016/j.aohep.2024.101527
{"title":"MAFLD vs. MASLD: Consensus is unlike evidence!","authors":"","doi":"10.1016/j.aohep.2024.101527","DOIUrl":"10.1016/j.aohep.2024.101527","url":null,"abstract":"","PeriodicalId":7979,"journal":{"name":"Annals of hepatology","volume":null,"pages":null},"PeriodicalIF":3.7,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1665268124003211/pdfft?md5=7f1b18b6d966dbd9c99420c8b87bd3f3&pid=1-s2.0-S1665268124003211-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141496905","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Annals of hepatology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1