Li Haolong, Liu Song, Wang Xu, Feng Xinxin, Wang Siyu, Zhang Yanli, Zhang Fengchun, Wang Li, Xu Tengda, Li Yongzhe
Department of Clinical Laboratory, State key Laboratory of Complex, Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China.
Center for Bioinformatics, National Infrastructures for Translational Medicine, Institute of Clinical Medicine & Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Clin Mol Hepatol. 2025 Apr;31(2):474-488. doi: 10.3350/cmh.2024.0416. Epub 2024 Dec 30.
BACKGROUNDS/AIMS: Anti-mitochondrial M2 antibody (AMA-M2) is a specific marker for primary biliary cholangitis (PBC) and it could be also present in non-PBC individuals.
A total of 72,173 Chinese health check-up individuals tested AMA-M2, of which non-PBC AMA-M2 positive individuals were performed follow-up. Baseline data of both clinical characteristics and laboratory examinations were collected in all AMA-M2-positive individuals. Least absolute shrinkage and selection operator (LASSO) regression was performed to investigate the potential variables for developing PBC.
A total of 2,333 individuals were positive with AMA-M2. Eighty-two individuals had a medical history of PBC or fulfilled the diagnostic criteria of PBC at baseline, and 2,076 individuals were non-PBC. After a median follow-up of 6.6 years, 0.6% developed PBC, with an accumulative 5-year incidence rate of 0.5%. LASSO regression showed that levels of alkaline phosphatase (ALP), gamma-glutamyl transpeptidase (GGT), immunoglobulin M (IgM), eosinophilia proportion (EOS%), gamma globulin percentage, and hemoglobin (HGB) were potential variables for developing PBC. Multivariate Cox regression is used to construct a predictive model based on 7 selected variables, and time-dependent receiver operating characteristic analysis showed that the area under the curve of the prediction model at 3, 5, and 10 years were, respectively, 1.000, 0.875, and 0.917.
This study offers insights into the onset of PBC among individuals who tested positive for AMA-M2 during routine health check-ups. The prediction model based on ALP, GGT, IgM, EOS%, gamma globulin percentage, HGB, and sex has a certain predictive ability for the occurrence of PBC in this population.
背景/目的:抗线粒体M2抗体(AMA-M2)是原发性胆汁性胆管炎(PBC)的特异性标志物,也可能出现在非PBC个体中。
共有72173名中国健康体检个体检测了AMA-M2,对其中AMA-M2阳性的非PBC个体进行随访。收集所有AMA-M2阳性个体的临床特征和实验室检查的基线数据。采用最小绝对收缩和选择算子(LASSO)回归分析来研究发生PBC的潜在变量。
共有2333名个体AMA-M2呈阳性。82名个体有PBC病史或在基线时符合PBC诊断标准,2076名个体为非PBC。中位随访6.6年后,0.6%的个体发生了PBC,5年累计发病率为0.5%。LASSO回归分析显示,碱性磷酸酶(ALP)、γ-谷氨酰转肽酶(GGT)、免疫球蛋白M(IgM)、嗜酸性粒细胞比例(EOS%)、γ球蛋白百分比和血红蛋白(HGB)水平是发生PBC的潜在变量。基于7个选定变量,采用多因素Cox回归构建预测模型,时间依赖性受试者工作特征分析显示,该预测模型在3年、5年和10年时的曲线下面积分别为1.000、0.875和0.917。
本研究为在常规健康体检中AMA-M2检测呈阳性的个体中PBC的发病情况提供了见解。基于ALP、GGT、IgM、EOS%、γ球蛋白百分比、HGB和性别的预测模型对该人群中PBC的发生具有一定的预测能力。