Suppr超能文献

评估瞬时弹性成像技术在诊断 MAFLD 中的应用,以及袖状胃切除术对中国人 MAFLD 的早期影响。

Assessment of transient elastography in diagnosing MAFLD and the early effects of sleeve gastrectomy on MAFLD among the Chinese population.

机构信息

Department of Metabolic and Bariatric Surgery, The First Affiliated Hospital of Jinan University.

Guangdong-Hong Kong-Macao Joint University Laboratory of Metabolic and Molecular Medicine, The University of Hong Kong and Jinan University.

出版信息

Int J Surg. 2024 Apr 1;110(4):2044-2054. doi: 10.1097/JS9.0000000000001078.

Abstract

BACKGROUND

Metabolic dysfunction-associated fatty liver disease (MAFLD) has become a prevalent chronic liver disease among patients with obesity. Bariatric surgery, such as sleeve gastrectomy (SG), shows promise in improving the unfavorable condition of MAFLD. Transient elastography (TE) can be utilized to assess the extent of steatosis and liver fibrosis, providing a noninvasive method for preoperative prediction and postoperative evaluation of MAFLD. This study aims to investigate the effectiveness of TE in diagnosing MAFLD by evaluating liver steatosis and tissue stiffness, as well as assessing the early impact of SG in the treatment of obesity-associated MAFLD.

METHODS

In this study, the authors collected preoperative and 6-month postoperative data from patients with obesity who were diagnosed with MAFLD by intraoperative liver biopsy. The patients underwent SG at our hospital between August 2021 and April 2023. The authors estimated the diagnostic accuracy for the steatosis and fibrosis categories using the area under the receiver operating characteristic curve (AUROC). The authors also evaluated the influence of disease prevalence on the positive predictive value and negative predictive value. MAFLD diagnosis was based on the liver steatosis activity and fibrosis scoring system. The authors used univariate and multivariate logistic regression analyses to identify factors contributing to severe MAFLD. To visualize the results, the authors created a nomogram and enhanced it with bootstrap resampling for internal validation. Additionally, the authors plotted receiver operating characteristic and calibration curves. The authors compared preoperative and postoperative data, including general information, laboratory tests, and TE results, to assess the early impact of SG in the treatment of obesity-associated MAFLD.

RESULTS

Based on the results of liver biopsy, the AUROC for controlled attenuation parameter (CAP) in identifying steatosis was found to be 0.843 (95% CI: 0.729-0.957) for S≥S1, 0.863 (95% CI: 0.786-0.940) for S≥S2, and 0.872 (95% CI: 0.810-0.934) for S=S3. The Youden limits for S≥S1, S≥S2, and S≥S3 were determined to be 271 dB/m, 292 dB/m, and 301 dB/m, respectively. Similarly, the AUROC for liver stiffness measurement (LSM)/E in detecting liver fibrosis was 0.927 (95% CI: 0.869-0.984) for F≥F2, 0.919 (95% CI: 0.824-0.979) for F≥F3, and 0.949 (95% CI: 0.861-0.982) for F=F4, with Youden cutoff values of 7.5 kPa, 8.3 kPa, and 10.4 kPa, respectively. Patients with A≥3 and/or F≥3 were classified as having severe MAFLD. Multivariate logistic regression analysis identified CAP, E, LDL, and AST as the best diagnostic factors for severe MAFLD, and a nomogram was constructed based on these factors. The AUROC of the nomogram for the assessment of severe MAFLD was 0.824 (95% CI: 0.761-0.887), which was further validated by 1000 bootstrap resamplings with a bootstrap model area under curve of 0.823. Finally, after a 6-month follow-up period, the steatosis grade and fibrosis stage of the patients were graded based on the optimal cutoff values for CAP and LSM. Significant reductions in BMI, waist circumference, HbA1c, fasting glycemia, triglycerides, high density lipoprotein (HDL), glutamic pyruvic transaminase (ALT), glutamic oxaloacetic transaminase (AST), gamma glutamyl transpeptidase (GGT), CAP, LSM, steatosis grade, and fibrosis stage were observed compared to the preoperative values.

CONCLUSION

In this prospective study, the authors investigated the use of CAP and LSM as alternatives to liver biopsy for evaluating hepatic steatosis and fibrosis in patients with obesity combined with MAFLD. Furthermore, the authors examined the impact of SG on metabolic indicators and the progression of fatty liver disease during the early postoperative period, and observed significant improvements in both aspects.

摘要

背景

代谢功能相关脂肪性肝病(MAFLD)已成为肥胖患者中一种常见的慢性肝病。减重手术,如袖状胃切除术(SG),在改善 MAFLD 的不利状况方面显示出前景。瞬时弹性成像(TE)可用于评估脂肪变性和肝纤维化的程度,为 MAFLD 的术前预测和术后评估提供一种非侵入性方法。本研究旨在通过评估肝脂肪变性和组织硬度,研究 TE 诊断 MAFLD 的有效性,并评估 SG 在治疗肥胖相关 MAFLD 中的早期影响。

方法

本研究纳入了 2021 年 8 月至 2023 年 4 月在我院接受 SG 的肥胖 MAFLD 患者的术前和术后 6 个月的数据。作者使用受试者工作特征曲线(ROC)下面积(AUROC)估计了脂肪变性和纤维化类别的诊断准确性。作者还评估了疾病患病率对阳性预测值和阴性预测值的影响。MAFLD 诊断基于肝脂肪变性活动和纤维化评分系统。作者使用单变量和多变量逻辑回归分析来确定导致严重 MAFLD 的因素。为了可视化结果,作者创建了一个列线图,并使用 bootstrap 重采样进行内部验证进行增强。此外,作者还绘制了 ROC 和校准曲线。作者比较了术前和术后的数据,包括一般信息、实验室检查和 TE 结果,以评估 SG 在治疗肥胖相关 MAFLD 中的早期影响。

结果

根据肝活检结果,作者发现受控衰减参数(CAP)识别脂肪变性的 AUROC 对于 S≥S1 为 0.843(95%CI:0.729-0.957),对于 S≥S2 为 0.863(95%CI:0.786-0.940),对于 S=S3 为 0.872(95%CI:0.810-0.934)。S≥S1、S≥S2 和 S≥S3 的约登切点值分别为 271dB/m、292dB/m 和 301dB/m。同样,肝硬度测量(LSM)/E 检测肝纤维化的 AUROC 对于 F≥F2 为 0.927(95%CI:0.869-0.984),对于 F≥F3 为 0.919(95%CI:0.824-0.979),对于 F=F4 为 0.949(95%CI:0.861-0.982),约登切点值分别为 7.5kPa、8.3kPa 和 10.4kPa。A≥3 和/或 F≥3 的患者被归类为患有严重 MAFLD。多变量逻辑回归分析确定 CAP、E、LDL 和 AST 是严重 MAFLD 的最佳诊断因素,并基于这些因素构建了一个列线图。严重 MAFLD 评估的列线图的 AUROC 为 0.824(95%CI:0.761-0.887),通过 1000 次 bootstrap 重采样进一步验证,bootstrap 模型 AUC 为 0.823。最后,在 6 个月的随访期后,根据 CAP 和 LSM 的最佳截断值对患者的脂肪变性等级和纤维化阶段进行分级。与术前相比,患者的 BMI、腰围、HbA1c、空腹血糖、甘油三酯、高密度脂蛋白(HDL)、谷丙转氨酶(ALT)、谷草转氨酶(AST)、γ-谷氨酰转肽酶(GGT)、CAP、LSM、脂肪变性等级和纤维化阶段均显著降低。

结论

在这项前瞻性研究中,作者研究了 CAP 和 LSM 作为替代肝活检评估肥胖合并 MAFLD 患者肝脂肪变性和纤维化的方法。此外,作者还观察了 SG 在术后早期对代谢指标和脂肪肝疾病进展的影响,观察到这两个方面都有显著改善。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eebe/11020019/df9946f22d0f/js9-110-2044-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验