1.Prognostic risk classification of metabolic dysfunction-associated fatty liver disease: Data-driven exploration and prospect
Ying WANG ; Yuqing ZHAO ; Jinjin LIU ; You DENG ; Hong YOU ; Jingjie ZHAO
Journal of Clinical Hepatology 2026;42(2):427-431
Metabolic dysfunction-associated fatty liver disease (MAFLD), as one of the most common chronic liver diseases in the world, poses a severe challenge to precision diagnosis and treatment due to its complex pathogenesis and highly heterogeneous disease progression. Existing clinical classification systems cannot meet the needs for comprehensively analyzing the complexity of the disease and the heterogeneity of its adverse outcomes. In recent years, data-driven prognostic risk classification methods have gradually emerged, optimizing the ability for predicting adverse outcomes and enhancing the accuracy of identifying different endpoint outcomes. However, such paradigm of “classify first, associate outcomes later” suffers from a “black-box” nature, and there are various indicators for classification, leading to limited stability and generalizability in clinical application. Future research needs to integrate or establish large-scale population cohorts, develop outcome-oriented prognostic risk classification models, incorporate dynamic data, refine classification algorithms, and validate their generalizability across multiple populations, thereby providing reliable support for the precision diagnosis and treatment of MAFLD.
2.Global and Chinese burden of non-alcoholic fatty liver disease in chronic liver disease: Findings from the Global Burden of Disease Study 2021.
Xinyu ZHAO ; Dong XU ; Wei JI ; Zhengzhao LU ; Cheng HUANG ; Jingjie ZHAO ; Tingting XIAO ; Dongxu WANG ; Yuanyuan KONG ; Jidong JIA ; Hong YOU
Chinese Medical Journal 2025;138(14):1741-1751
BACKGROUND:
Chronic liver disease (CLD), mainly non-alcoholic fatty liver disease (NAFLD), is a significant public health concern worldwide. This study aims to quantify the burden of NAFLD in CLD globally and within China, using data from the Global Burden of Disease (GBD) Study 2021, providing crucial insights for global and local health policies.
METHODS:
The study used comprehensive data from the GBD study 2021. It included estimates of prevalence, incidence, mortality, and disability-adjusted life years (DALYs). Age-standardized rates and average annual percent change (AAPC) from 2011 to 2021 were reported. A meticulous decomposition analysis was conducted.
RESULTS:
In 2021, there were 1582.5 million prevalent cases, 47.6 million incident cases, 1.4 million deaths, and 44.4 million DALYs attributable to CLD, globally. Among these, NAFLD has emerged as the predominant cause, accounting for 78.0% of all prevalent CLD cases (1234.7 million) and 87.2% of incident cases (41.5 million). Correspondingly, NAFLD had the highest age-standardized prevalence (15,017.5 per 100,000 population) and incidence (876.5 per 100,000 population) rates among CLDs. In addition, China's CLD age-standardized prevalence rate was 21,659.5 per 100,000 population, and the age-standardized incidence rate was 752.6 per 100,000 population, higher than the global average. From 2011 to 2021, the global prevalence rate of CLD increased slowly (AAPC = 0.17), consistent with the trend in China (AAPC = 0.23). Furthermore, the prevalence rate of NAFLD rose significantly in China (AAPC = 1.30) compared with the global average (AAPC = 0.91). Decomposition analysis also showed the worldwide increase in deaths and DALYs for NAFLD, which were primarily attributable to population growth and aging.
CONCLUSIONS
The burden of CLD and NAFLD remains substantial globally and within China in terms of high prevalence and incidence. As such, this underscores the need for targeted prevention and treatment strategies. These findings emphasize the importance of continued surveillance and research to mitigate the growing impact of liver diseases on global and Chinese health systems.
Humans
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Non-alcoholic Fatty Liver Disease/mortality*
;
Global Burden of Disease
;
China/epidemiology*
;
Prevalence
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Male
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Disability-Adjusted Life Years
;
Female
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Incidence
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Middle Aged
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Chronic Disease
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Adult
;
Quality-Adjusted Life Years
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Liver Diseases/epidemiology*
;
Aged
3.Evaluation on the Operation Management of Public Traditional Chinese Medicine Hospitals in Shandong Province Based on Ecological Niche Width and Situation Model
Yingzhe ZHAO ; Xingru LIN ; Ya LIU ; Xiaolei WANG ; Shuying CHEN ; Zhiwei DONG ; Jingjie SUN ; Jianhua ZHANG ; Qi JING
Chinese Health Economics 2025;44(5):58-63
Objective:Using ecological niche width and situation model,the operation and management of public Traditional Chinese Medicine(TCM)hospitals in 16 cities in Shandong Province were evaluated to put forward countermeasures.Methods:The relevant index data of public TCM hospitals in 16 cities in Shandong Province from 2019 to 2022 were collected to analyze the development status.The ecological niche width model and niche situation model were applied to evaluate the operation and management of public TCM hospitals in 16 cities in Shandong.Results:The top three public TCM hospitals in terms of average ecological niche width were City G,City P and City F.The ecological niche situation value of public TCM hospitals in City K,City A and City J ranked the top three.Conclusion:The dimensions of operation management structure of public TCM hospitals in Shandong need to be enhanced and the development of operation management space needs to be balanced.It is feasible to evaluate operation management by using ecological niche width and situation model.It is suggested to improve the allocation efficiency of health personnel,facilities,funds and other resources;promote the spatial balanced development of operation management;promote the application of ecological niche width and situation model in the field of medicine and health management.
4.Analysis of factors affecting fibrosis reversal in patients with metabolic associated steatohepatitis based on magnetic resonance elastography
Ziyi ZHANG ; Chenglin SUN ; Hao REN ; Dawei YANG ; Xinyu ZHAO ; Mengyang ZHANG ; Xiao HAN ; Jingjie ZHAO ; Qianyi WANG ; Yameng SUN ; Xinyan ZHAO ; Jidong JIA ; Zhenghan YANG ; Xiaofei TONG ; Hong YOU
Chinese Journal of Hepatology 2025;33(10):1001-1008
Objective:To dynamically assess liver fibrosis using magnetic resonance elastography (MRE) and explore factors associated with fibrosis reversal in patients with metabolic dysfunction-associated steatohepatitis (MASH).Methods:This study included data from patients diagnosed with MASH by liver biopsy who underwent at least two MRE examinations. Patients were divided into a fibrosis reversal group and a non-reversal group according to whether MRE values decreased by 20% during follow-up. Differences in clinical data between the groups were compared using analysis of variance, the Kruskal-Wallis test, and the chi-square test. Univariate and multivariate logistic regression analyses were used to explore independent risk factors for fibrosis reversal in MASH.Results:A total of 46 cases were included in this study (mean age 50.1±12.3 years, BMI 26.1±3.1 kg/m2). Among them, the reversal group accounted for 26.1%. The rate of decrease in MRI proton density fat fraction (PDFF) was significantly higher in the reversal group (-50.0% vs. -8.1%, P=0.001) than in the non-reversal group between the two MRE examinations. The reversal group showed a more significant change rate of decreases in fasting insulin (-37.3% vs. -3.6%, P=0.011), insulin resistance index (-38.6% vs. -6.5%, P=0.044), and ALP (-24.9% vs. 0, P=0.004). Multivariate logistic regression analysis indicated that the rate of change in MRI PDFF was an independent predictor of fibrosis reversal ( OR=0.96, 95% CI: 0.92-1.00, P=0.046). Conclusion:A decrease in MRI proton density fat fraction levels is independently associated with liver fibrosis reversal in MASH, suggesting that intervention targeting liver fat content may be an effective treatment strategy.
5.Quality assessment of guidelines/consensuses on traditional Chinese medicine/integrated traditional Chinese and Western medicine diagnosis and treatment of nonalcoholic fatty liver disease
Ruimin JIAO ; Jingjie ZHAO ; Juanjuan LI ; Wei CHEN ; Chaoru HAN ; Li LI ; Chunjun XU ; Hong YOU
Journal of Clinical Hepatology 2025;41(3):446-452
ObjectiveTo evaluate the methodological quality and reporting quality of published guidelines/consensuses on traditional Chinese medicine (TCM)/integrated traditional Chinese and Western medicine diagnosis and treatment of nonalcoholic fatty liver disease (NAFLD), and to provide a basis for formulating guidelines/consensuses on TCM/integrated traditional Chinese and Western medicine diagnosis and treatment of NAFLD in the future. MethodsDatabases including PubMed, Embase, Web of Science, CNKI, Wanfang Data, and CBM and the websites of China Association of Chinese Medicine and China Association of Integrative Medicine were searched for related articles published up to September 1, 2024. Two clinical researchers independently assessed the methodological quality and reporting quality of the guidelines/consensuses on TCM/integrated traditional Chinese and Western medicine diagnosis and treatment of NAFLD by using Appraisal of Guidelines for Research and Evaluation Ⅱ (AGREE Ⅱ) and Reporting Items for Practice Guidelines in Healthcare (RIGHT). ResultsA total of nine guidelines/consensuses were included after literature screening, with four guidelines and five expert consensuses. The scores of different domains assessed by AGREE Ⅱ for the nine guidelines/consensuses were as follows: scope and purpose (47.1%), stakeholder involvement (41.0%), rigor of development (21.6%), clarity of presentation (40.2%), applicability (19.0%), and editorial independence (19.6%). The recommendation level of the articles was B level (recommended after revision) for four articles and C level (not recommended) for five articles. The RIGHT assessment showed high reporting rates for “Basic Information” and “Background”, while other areas needed to be improved. Currently, there was no international standard for the guidelines/consensuses on TCM/integrated traditional Chinese and Western medicine diagnosis and treatment of NAFLD, and the quality of these guidelines/consensuses needed to be enhanced to ensure comprehensiveness and credibility. ConclusionThere is still potential for improving the quality of guidelines/consensuses on TCM/integrated traditional Chinese and Western medicine diagnosis and treatment of NAFLD, and AGREE Ⅱ and RIGHT checklists should be strictly followed to ensure the fairness, scientific rigor, and transparency of these guidelines/consensuses.
6.Intestinal barrier in chronic gut and liver diseases: Pathogenesis and therapeutic targets.
Yongxin ZHANG ; Yameng LIU ; Xinyu LIANG ; Yingquan WEN ; Jingjie ZHAO ; Yong HE ; Qing XIE ; Cen XIE
Acta Pharmaceutica Sinica B 2025;15(11):5515-5536
The intestinal barrier is the primary defense that separates the host from the external environment, possessing several crucial physiological functions, including nutrient digestion, absorption, and protection against potentially harmful dietary antigens and pathogenic microorganisms. Nevertheless, various factors, such as diet, medications, circadian rhythm disturbances, gut microbiota, microbial metabolites, and genetic predisposition, can disrupt the intestinal barrier. Such disruption may lead to bacterial translocation, subsequently triggering enterohepatic and systemic inflammation. Impaired intestinal barrier has been implicated in the pathogenesis of numerous diseases, particularly chronic gut and liver diseases. In this review, we will summarize the fundamental functions of intestinal barrier and discuss clinical correlations between intestinal barrier dysfunction and diseases such as colitis, colorectal cancer, and chronic liver diseases including metabolic dysfunction-associated steatohepatitis, alcohol-associated liver disease, and primary sclerosing cholangitis. Additionally, we will also highlight some potential therapeutic strategies aimed at restoring barrier integrity to improve disease management.
7.A preliminary study on the international classification of functioning,disability and health core sets for women in the postpartum period
Ying ZHAO ; Meng YUAN ; Jingjie ZHOU
Chinese Journal of Rehabilitation Medicine 2025;40(11):1686-1693
Objective:To explore the core categories of postpartum functional assessment based on the international classifica-tion of functioning,disability and health(ICF)and its brief version.Method:Using the method of evidence-based medicine,through literature search,the concepts contained in the literature indicators were extracted,linked with ICF,and referred to the relevant literature and WHO ICF checklist to develop the postpartum functional assessment scale for women.A total of 300 patients were investi-gated and evaluated clinically,and the frequency of each ICF item was counted.The items with dysfunction frequency rank≥30%were taken as the first ICF core set of postpartum function for women.Questionnaires were distributed to medical staff to count the ICF items that medical staff thought were closely related to wom-en's postpartum function,and more than 50%of the items were used as the second stage ICF item pool.The results of the two periods were integrated to construct the core category set of postpartum functional assessment for women based on ICF.In addition,the items with more than 50%dysfunction and 100%dysfunction were further selected as the brief version of the core category set for postpartum functional assessment of women.Result:A core category set of 63 items was initially constructed based on the ICF for postpartum functional as-sessment of women,including 27 physical function items,10 body structure items,15 activity and participa-tion items,and 11 environmental factors items.In addition,a brief version of the 43-item core set of function-al assessments for postpartum women was constructed,including 16 items in the physical function part,9 items in the body structure part,9 items in the activity and participation part,and 9 items in the environmen-tal factors part.Conclusion:Based on the ICF,this study preliminarily discusses the core categories of postpartum functional assessment and its brief version,so as to provide some guidance for clinical postpartum examination,function-al assessment and rehabilitation treatment of women.
8.A preliminary study on the international classification of functioning,disability and health core sets for women in the postpartum period
Ying ZHAO ; Meng YUAN ; Jingjie ZHOU
Chinese Journal of Rehabilitation Medicine 2025;40(11):1686-1693
Objective:To explore the core categories of postpartum functional assessment based on the international classifica-tion of functioning,disability and health(ICF)and its brief version.Method:Using the method of evidence-based medicine,through literature search,the concepts contained in the literature indicators were extracted,linked with ICF,and referred to the relevant literature and WHO ICF checklist to develop the postpartum functional assessment scale for women.A total of 300 patients were investi-gated and evaluated clinically,and the frequency of each ICF item was counted.The items with dysfunction frequency rank≥30%were taken as the first ICF core set of postpartum function for women.Questionnaires were distributed to medical staff to count the ICF items that medical staff thought were closely related to wom-en's postpartum function,and more than 50%of the items were used as the second stage ICF item pool.The results of the two periods were integrated to construct the core category set of postpartum functional assessment for women based on ICF.In addition,the items with more than 50%dysfunction and 100%dysfunction were further selected as the brief version of the core category set for postpartum functional assessment of women.Result:A core category set of 63 items was initially constructed based on the ICF for postpartum functional as-sessment of women,including 27 physical function items,10 body structure items,15 activity and participa-tion items,and 11 environmental factors items.In addition,a brief version of the 43-item core set of function-al assessments for postpartum women was constructed,including 16 items in the physical function part,9 items in the body structure part,9 items in the activity and participation part,and 9 items in the environmen-tal factors part.Conclusion:Based on the ICF,this study preliminarily discusses the core categories of postpartum functional assessment and its brief version,so as to provide some guidance for clinical postpartum examination,function-al assessment and rehabilitation treatment of women.
9.Evaluation on the Operation Management of Public Traditional Chinese Medicine Hospitals in Shandong Province Based on Ecological Niche Width and Situation Model
Yingzhe ZHAO ; Xingru LIN ; Ya LIU ; Xiaolei WANG ; Shuying CHEN ; Zhiwei DONG ; Jingjie SUN ; Jianhua ZHANG ; Qi JING
Chinese Health Economics 2025;44(5):58-63
Objective:Using ecological niche width and situation model,the operation and management of public Traditional Chinese Medicine(TCM)hospitals in 16 cities in Shandong Province were evaluated to put forward countermeasures.Methods:The relevant index data of public TCM hospitals in 16 cities in Shandong Province from 2019 to 2022 were collected to analyze the development status.The ecological niche width model and niche situation model were applied to evaluate the operation and management of public TCM hospitals in 16 cities in Shandong.Results:The top three public TCM hospitals in terms of average ecological niche width were City G,City P and City F.The ecological niche situation value of public TCM hospitals in City K,City A and City J ranked the top three.Conclusion:The dimensions of operation management structure of public TCM hospitals in Shandong need to be enhanced and the development of operation management space needs to be balanced.It is feasible to evaluate operation management by using ecological niche width and situation model.It is suggested to improve the allocation efficiency of health personnel,facilities,funds and other resources;promote the spatial balanced development of operation management;promote the application of ecological niche width and situation model in the field of medicine and health management.
10.A Study on Optimization Strategies for Bidirectional Referral of Diseases Based on DRG in Graded Diagnosis and Treatment
Xue XIAO ; Peilong LI ; Baosheng LI ; Tianzheng LIU ; Jiachen WANG ; Yuehan WANG ; Xin ZHANG ; Quancheng ZHAO ; Zhenlei TAN ; Fenghuan CUI ; Jingjie SUN
Chinese Hospital Management 2025;45(7):20-24
Objective To analyze the current status of medical services in secondary and tertiary hospitals in Shandong Province based on DRG,and to provide effective support for the implementation strategies of bidirectional referral.Methods The DRG group was used to analyze 42.348 3 million cases from 75 secondary hospitals and 69 tertiary hospitals in Shandong Province from 2019 to 2023.Experts were organized to establish standards for bidirectional referral of diseases.Results(1)35 high-frequency DRG disease groups with diagnosis,treatment ability and medical resources in secondary hospitals were selected,(2)The medical expenses and medical quality in the high-frequency DRG disease groups within secondary hospitals were lower than those in tertiary hospitals,(3)To develop standardized referral standards and programs with esophageal cancer as an example.Conclusion It is urgent to triage patients gradually and accurately through disease classification management,and formulate disease diagnosis and treatment plans and bidirectional referral standards to improve the medical quality of secondary hospitals.

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