1.Association of liver fibrosis markers and inflammation markers with the risk of gallstones in patients with metabolic dysfunction-associated fatty liver disease
Shuai ZHANG ; Shoulu JIN ; Wanqing LI ; Xijing SHI ; Hao LIANG ; Hao DONG ; Dailong LU ; Ying ZHU ; Xiaoxing XIANG ; Jun LIU
Journal of Clinical Hepatology 2026;42(3):579-585
ObjectiveTo investigate the association of liver fibrosis scores and inflammation markers with gallstones in patients with metabolic dysfunction-associated fatty liver disease (MAFLD), as well as the mediating role of liver fibrosis scores in the relationship between inflammation markers and gallstones. MethodsA total of 14 567 patients who received physical examination and were diagnosed with MAFLD in Subei People’s Hospital from January 2014 to June 2023 were enrolled in this study, and according to the results of abdominal color Doppler ultrasound, they were divided into gallstone group with 1 724 patients and non-gallstone group with 12 843 patients. Related clinical data were collected from all patients, including demographic data, medical history, family history, physical examination, Color Doppler ultrasound, and biochemical parameters. The biomarkers associated with metabolic disorders and insulin resistance included triglyceride-glucose index (TyG), TyG-body mass index (BMI) index, atherogenic index of plasma (AIP), and non-high-density lipoprotein cholesterol-to-high-density lipoprotein cholesterol ratio (NHHR); the biomarkers associated with inflammation and nutritional status included neutrophil-to-lymphocyte ratio (NLR), neutrophil percentage-to-albumin ratio (NPAR), and monocyte-to-lymphocyte ratio (MLR); the biomarkers for assessing liver fibrosis degree and liver function included albumin-bilirubin (ALBI) score, NAFLD fibrosis score (NFS), fibrosis-4 (FIB-4) index, and aspartate aminotransferase-to-platelet ratio index (APRI). The independent-samples t test was used for comparison of normally distributed continuous data between two groups, while the Mann-Whitney U test was used for comparison of non-normally distributed continuous data between two groups; the chi-square test was used for comparison of categorical data between two groups. Multivariate Logistic regression analysis, restricted cubic spline analysis, and mediating effect analysis were used to assess the association of liver fibrosis markers and inflammation markers with the risk of gallstones. ResultsThe prevalence rate of gallstones was 11.8% among the MAFLD patients. There were significant differences between the gallstone group and the non-gallstone group in sex, age, smoking history, diabetes, hypertension, lymphocytes, platelets, glucose, albumin, serum uric acid, alanine aminotransferase, aspartate aminotransferase, red blood cell, NLR, NPAR, MLR, NFS, FIB-4 index, and ALBI score (all P<0.05). The multivariate Logistic regression analysis showed that NLR (odds ratio [OR]=1.091, 95% confidence interval [CI]: 1.028 — 1.160, P<0.05), NPAR (OR=1.073, 95%CI: 1.042 — 1.105, P<0.05), MLR (OR=1.142, 95%CI: 1.057 — 1.232, P<0.05), NFS (OR=1.239, 95%CI: 1.190 — 1.291, P<0.05), and FIB-4 index (OR=1.326, 95%CI: 1.241 — 1.417, P<0.05) were influencing factors for the prevalence rate of gallstones. The restricted cubic spline analysis showed a significant non-linear association between NFS/FIB-4 index and the risk of gallstone (non-linear P<0.05). The mediating effect analysis further showed that the association of NLR, MLR, and NPAR with gallstones was partially mediated by NFS or FIB-4 index, with a mediating effect accounting for 36.79%、28.09%、29.67% and 18.31%、17.70、11.57%, respectively. ConclusionNFS and FIB-4 index have a non-linear association with the prevalence rate of gallstones in MAFLD patients, and they also mediate the association of NLR, NPAR, and MLR with the risk of gallstone.
2.Correlation between liver fibrosis degree and carotid plaque in patients with lean metabolic dysfunction-associated fatty liver disease
Shuai ZHANG ; Shoulu JIN ; Wanqing LI ; Xijing SHI ; Hao LIANG ; Hao DONG ; Dailong LU ; Ying ZHU ; Xiaoxing XIANG ; Jun LIU
Journal of Clinical Hepatology 2026;42(2):319-325
ObjectiveTo investigate the association between noninvasive liver fibrosis markers and carotid plaque (CP) in patients with lean metabolic dysfunction-associated fatty liver disease (MAFLD), and to provide a basis for screening high-risk populations. MethodsA total of 957 patients with lean MAFLD who underwent physical examination in Subei People’s Hospital from January 2021 to June 2023 was enrolled as the observation cohort, with the presence or absence of CP as the outcome, and fibrosis-4 (FIB-4) index and nonalcoholic fatty liver disease fibrosis score (NFS) were used to assess liver fibrosis degree. The independent-samples t test was used for comparison of normally distributed continuous data between two groups, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data between two groups; the chi-square test was used for comparison of categorical data between two groups. The multivariate logistic regression analysis, the restricted cubic spline analysis, the receiver operating characteristic curve, and the mediation effect analysis were used to investigate the association between liver fibrosis degree and CP. ResultsThe prevalence rate of CP was 36.6% in the lean MAFLD population. Compared with the non-CP group(n=607), the CP group (n=350) had a significantly higher proportion of male patients, a significantly higher proportion of patients with smoking/diabetes/hypertension, and significantly higher levels of age, creatinine, blood urea nitrogen, triglycerides, fasting blood glucose, aspartate aminotransferase, aspartate aminotransferase/alanine aminotransferase ratio, NFS, and FIB-4 index, as well as significantly lower levels of platelet count and albumin (all P<0.05). The multivariate logistic regression analysis showed that after adjustment for confounding factors, FIB-4 index (odds ratio[OR]=2.979, 95% confidence interval[CI]:2.141 — 4.219, P<0.001) and NFS (OR=1.747, 95%CI: 1.499 — 2.046, P<0.001) were positively correlated with CP. Both FIB-4 index and NFS had a good value in predicting CP. Hypertension had a significant indirect effect on the prevalence rate of CP through its impact on liver fibrosis markers, and its mediating effect accounted for 39.5% — 40.8% of the total effect (P<0.001). ConclusionIn patients with lean MAFLD, NFS and FIB-4 index are significantly positively correlated with the prevalence rate of CP, and they can be used as potential epidemiological predictive indicators. Liver fibrosis markers may play a mediating role in the association between hypertension and CP. Interventions targeting hypertension and liver fibrosis markers may help to prevent and delay the progression of CP.
3.Effect of dual task training on mobility and balance in stroke patients: a meta-analysis
Yiyi YUAN ; Wuchao TIAN ; Xianbin ZHANG ; Qiang CHAO ; Yongsheng LI ; Guixin LIU ; Wanqing WU ; Pu WANG
Chinese Journal of Rehabilitation Theory and Practice 2026;32(7):807-816
ObjectiveTo systematically review the effect of dual-task training (DTT) on mobility and balance in stroke patients. MethodsCNKI, Wanfang Data, VIP, PubMed, Web of Science, Embase and Cochrane Library were searched for randomized controlled trials (RCT) on DTT in stroke rehabilitation from inception to June, 2025. The quality of the included studies was assessed using the Cochrane Risk of Bias Tool and the PEDro scale. Meta-analysis was performed using RevMan 5.4. ResultsA total of eleven RCT involving 517 stroke patients were included, and the scores of PEDro scale were four to eight. DTT was more effective on the score of Fugl-Meyer Assessment-Lower Extremity (MD = 3.70, 95%CI 1.88 to 5.53, P < 0.001) and Berg Balance Scale (BBS) (MD = 3.04, 95%CI 1.58 to 4.49, P < 0.001), fall incidence (OR = 0.32, 95%CI 0.11 to 0.87, P = 0.025), gait speed under a single-task condition (MD = 0.08, 95%CI 0.03 to 0.12, P = 0.002), gait speed under a dual-task condition (MD = 0.13, 95%CI 0.10 to 0.16, P < 0.001), Timed Up and Go Test time (MD = -2.78, 95%CI -3.85 to -1.72, P < 0.001), and score of modified Barthel Index (MD = 4.77, 95%CI 1.88 to 7.66, P = 0.001). Subgroup analysis indicated that motor-motor DTT was more effective than cognitive-motor DTT on BBS scores and single-task gait speed. ConclusionsDTT can improve mobility and balance in stroke patients, especially with motor-motor tasks.
4.A Full-Cycle Analysis of the EPIS Framework: Exploration, Preparation, Implementation, Sustainment
Zizhen HUANG ; Dong XU ; Dongmei ZHONG ; Zhiqing NING ; Junlin ZHU ; Qingqing LI ; Wanqing HUANG ; Kera SWANSON ; Gregory A. AARONS
Medical Journal of Peking Union Medical College Hospital 2026;17(5):1450-1460
Implementation science aims to facilitate the efficient dissemination and sustainable application of evidence based interventions, and has accordingly generated a variety of theories, models, and frameworks. Among these, the Exploration, Preparation, Implementation, and Sustainment (EPIS) frameworkfunctions both as a process model and a determinant framework, emphasizing the staged and iterative nature of implementation, and systematically explaining the influence of multilevel factors on implementation processes and outcomes through four dimensions: outer context, inner context, bridging factors, and innovation factors. The EPIS framework has been widely applied in health and public service settings internationally, yet its use in China based research remains relatively limited. This article systematically introduces the core components and application methods of the EPIS framework, and illustrates its value in identifying key influencing factors, developing implementation strategies, and optimizing implementation outcomes through case examples from the health sector, aiming to provide a methodological reference for implementation research and the promotion of evidence based interventions in China.
5.Development of an evaluation indicator system for access to cancer screening services: a Delphi study
Xin WANG ; Ayan MAO ; Xinyi ZHOU ; Pei DONG ; Yanjie LI ; Senyao CAI ; Yujie WU ; Huiyao HUANG ; Guoxiang LIU ; Wanghong XU ; Jiangmei QIN ; Wanqing CHEN ; Jufang SHI
Chinese Journal of Epidemiology 2025;46(2):307-315
Objective:To present an evaluation indicator system for access to cancer screening services.Methods:The evaluation indicator pool was constructed through a scoping review. The theoretical framework was constructed based on the multi-source indicators, and the qualitative expert consultation method was employed to form the initial version of the three-level evaluation indicator system. Delphi expert consultation method was conducted in two rounds to evaluate the relevance, importance, and availability of the proposed evaluation indicator system. The expert positive coefficient, authority coefficient, coordination degree of expert opinions, and concentration of expert opinions were subjected to analysis. Subsequently, the three-level evaluation indicator system for access to cancer screening services was adjusted and determined based on the boundary value method and the open opinions of experts. Finally, the combination weight method was employed to determine the weight.Results:The initial version of the indicator system comprised 3 primary (first-level) indicators, 11 secondary (second-level) indicators, and 46 tertiary (third-level) indicators. Delphi expert consultation was conducted for the initial version, and 17 experts ultimately completed it, exhibiting a positive coefficient of 100% and an authority coefficient of 0.87. In comparison to the initial round of consultation, Kendall's W coefficient ranges (0.15-0.43, all P<0.05) of relevance, importance, and availability scores for each tertiary indicator in the second round exhibited an improvement. The analysis of the importance dimension indicates that expert opinions are also more concentrated, as evidenced by an increase of 8.5% and 7.0% in the proportion of the tertiary indicators with an arithmetic mean above 8 and a full mark ratio above 0.5, respectively. The final evaluation indicator system comprises three primary indicators, with the weights of structure evaluation, process evaluation, and outcome evaluation being 0.338, 0.378, and 0.285, respectively. It also comprises 11 secondary indicators and 45 tertiary indicators. Conclusions:The evaluation indicator system developed in this article can be an effective evaluation tool for quantitative comparison of access to cancer screening services across different populations, cancer types, and before and after intervention. Furthermore, it is recommended that the system undergo continuous optimization concerning its application.
6.Disease Burden of Malignant Tumors in Chinese and Global Non-Smoking Female Population from 1990 to 2021
Danqi HUANG ; Min YANG ; Huilin WANG ; Jingyi LIU ; Wanqing CHEN ; Jinqiu YUAN ; Jingbo ZHAI ; Jiang LI
China Cancer 2025;34(8):636-644
[Purpose]To analyze the disease burden of malignant tumors and its changing trends in Chinese and global non-smoking female population from 1990 to 2021.[Methods]Data of mortality and disability-adjusted life year(DALY)due to malignant tumors for Chinese and global non-smoking female malignant tumors from 1990 to 2021 were extracted from the Global Burden of Disease Study 2021(GBD 2021),and the average annual percentage change(AAPC)were calculated using Joinpoint regression model.[Results]From 1990 to 2021,the number of deaths for malignant tu-mors in Chinese non-smoking female population increased from 13.7 1×104 to 26.8 1×104,with a higher increased trend compared with the global(China:AAPC=2.19%,95%CI:2.06%~2.33%;Global:AAPC=1.92%,95%CI:1.80%~2.04%,P=0.003);the age-standardized mortality rate decreased from 32.42/105 to 24.58/105,with a higher decreased trend compared with the global(China:AAPC=-0.88%,95%CI:-1.00%~-0.76%;Global:AAPC=-0.59%,95%CI:-0.68%~-0.51%,P<0.001).From 1990 to 2021,the DALY for malignant tumors in Chinese non-smoking female population increased from 412.96×104 to 691.20×104 person-years,with a similar changing trend compared with the global(China:AAPC=1.68%,95%CI:1.56%~1.81%,Global:AAPC=1.63%,95%CI:1.52%~1.75%,P=0.536);the age-standardized DALY rate in Chinese non-smoking female population decreased from 889.58/105 to 642.65/105,with a higher decreased trend compared with the global(China:AAPC=-1.04%,95%CI:-1.15%~-0.92%;Global:AAPC=-0.69%,95%CI:-0.78%~-0.61%,P<0.001).The top five malignant tumors of high age-standardized mor-tality rate in Chinese non-smoking female population in 2021 were tracheal,bronchus and lung cancer,colon and rectum cancer,cervical cancer,breast cancer,and liver cancer.The top five malignant tumors of high age-standardized mortality rate globally in 2021 were cervical cancer,colon and rectum cancer,breast cancer,tracheal,bronchus and lung cancer,and pancreatic cancer.The age-standardized mortality rate and DALY rate of breast cancer,liver cancer,pan-creatic cancer and corpus cancer showed overall upward trends(all P<0.05).[Conclusion]From 1990 to 2021,the number of deaths and DALY of malignant tumors in Chinese and global non-smoking female population showed overall increased trends,and age-standardized mortality rate and DALY rate showed overall decreased trends.In future,more targeted cancer prevention measures are needed to reduce the disease burden of malignant tumors in non-smoking female population.
7.Analysis of the Disease Burden of Gastric Cancer in Chi-na,Japan and Republic of Korea from 1990 to 2021 and Prediction of Trends from 2022 to 2031
Yujie WU ; Siyi HE ; Mengdi CAO ; Yi TENG ; Qianru LI ; Jiachen WANG ; Nuopei TAN ; Tingting ZUO ; Changfa XIA ; Jufang SHI ; Wanqing CHEN
China Cancer 2025;34(8):626-635
[Purpose]To analyze the epidemiology and disease burden of gastric cancer in China,Japan and Republic of Korea from 1990 to 2021 and to predict changing trends from 2022 to 2031.[Methods]Data were obtained from the Global Burden of Disease(GBD)database.Age-stan-dardized incidence rate(ASIR),age-standardized mortality rate(ASMR),crude incidence rate(CIR),crude mortality rate(CMR),and disability-adjusted life years(DALY)rate for China,Japan and Republic of Korea from 1990 to 2021 were analyzed.Joinpoint regression software was used to analyze trends and calculate annual percentage changes.The autoregressive integrated moving average(ARIMA)model was applied to predict incidence and mortality from 2022 to 2031.[Results]In 2021,China had 611 799 new gastric cancer cases and 445 013 deaths,with an ASIR of 29.05/105 and an ASMR of 21.51/105,both significantly higher than those in Japan and Republic of Korea.Among men in China,both the ASIR(44.48/105)and ASMR(32.61/105)were the highest among the three countries,exceeding those in Japan(38.77/105,20.26/105)and Re-public of Korea(38.98/105,20.50/105).Among women,China had the highest number of new cases,but its ASIR(15.23/105)was slightly lower than Republic of Korea's(15.57/105)and higher than Japan's(14.66/105).However,China's ASMR among women(12.02/105)remained significantly higher than Japan's(7.64/105)and Republic of Korea's(8.08/105).From 1990 to 2021,ASIR,ASMR and DALY rates for gastric cancer declined in all three countries,but the reduction in China was significantly smaller than that in Japan and Republic of Korea,with Republic of Korea showing the steepest declines across all indicators.ARIMA model predictions indicated significant differences in disease burden among the three countries from 2022 to 2031.ASIR is projected to continue declining in China and Republic of Korea,reaching 22.87/105 and 12.45/105,respectively by 2031,while in Japan it is predicted to rise to 26.55/105.ASMR is projected to decline in all three countries,reaching 13.71/105(China),10.44/105(Japan),and 9.08/105(Republic of Korea)in 2031.[Conclusion]Among China,Japan and Republic of Korea,China had the highest ASIR and ASMR of gastric cancer in 2021.Moreover,from 1990 to 2021,the reductions in ASIR,ASMR and DALY rates for gastric cancer were the smallest in China compared to Japan and Republic of Korea.These findings suggest that the disease burden of gastric cancer remains substantial in China,high-lighting the need for increased efforts in gastric cancer screening and early diagnosis and treatment.
8.Expert Consensus on Combined Screening for Common Cancers(2025 Edition)
Kexin CHEN ; Wanqing CHEN ; Yubei HUANG ; Zhangyan LYU ; Fangfang SONG ; Changfa XIA ; Yongjie XU ; Lei YANG ; Chao SHENG ; Yacong ZHANG ; Peng WANG ; Yunmeng ZHANG ; Yuting JI ; Jingjing LI ; Wenxuan LI ; Jie WU ; Qianyun JIN ; Fengju SONG
China Cancer 2025;34(8):583-610
Malignant tumors(commonly referred to as cancer)represent a major global public health challenge and contribute significantly to the worldwide disease burden.Early screening plays a critical role in improving detection rates,enabling timely intervention,and enhancing pa-tient survival rates.However,current cancer screening guidelines primarily focus on site-specific screening,which may not fully address the need for comprehensive early detection.A scientifical-ly rational,multi-cancer screening approach offers several advantages:it optimizes the use of bio-logical samples,reduces time costs for participants,enhances the efficiency and comprehensive-ness of screening,and minimizes overall expenses.Such an approach also facilitates the rational allocation of healthcare resources,ultimately helping to reduce the societal burden of cancer.To address this need,the Cancer Epidemiology Committee of the Chinese Anti-Cancer Association has developed the Expert Consensus on Combined Screening for Common Cancers in China.This consensus integrates multidisciplinary expertise and synthesizes the latest domestic and interna-tional researches on cancer screening,early detection,and treatment for prevalent malignancies.Drawing upon China's unique demographic and healthcare context,as well as practical screening experiences,the consensus provides evidence-based recommendations on target populations,screening technologies,and procedural workflows for multi-cancer screening.These guidelines align with the principles and methodologies established by the World Health Organization(WHO),aiming to:enhance the effectiveness of combined cancer screening in China,improve early detec-tion rates,and provide a scientific foundation for national cancer prevention and control strategies.
9.Preliminary study on the biological role of EF-hand domain-containing protein 2 in hepatocellular carcinoma
Yanmei ZHANG ; Xiao LI ; Xueqiang JIA ; Juanzi LIU ; Wanqing LI ; Junfeng XUAN ; Shiyu FENG ; Zhaohui SUN ; Weiyun ZHANG
Chinese Journal of Preventive Medicine 2025;59(8):1224-1231
This study investigates the expression pattern and functional significance of EF-hand domain-containing protein 2 (EFHD2) in hepatocellular carcinoma (HCC), with particular focus on its regulatory effects on tumor proliferation, migration, and invasion. Cellular experimental study was completed from June 2024 to January 2025 in the Basic Laboratory of the General Hospital of Southern Theater Command. TCGA database to determine EFHD2 expression and its clinicopathological correlations. GSCA database to assess methylation patterns and immune infiltration. Model of transient overexpression and knockdown of EFHD2 was constructed in hepatocellular carcinoma cells Hep3B, then RT-qPCR and Western blot were applied to verify the transfection efficiency. CCK-8 and colony formation assays for proliferation assessment, Transwell chambers for migration/invasion quantification. Protein-protein interaction networks were constructed via STRING, followed by GO/KEGG enrichment analysis. Statistical analysis was performed using the two independent samples t-test. The results showed that EFHD2 demonstrated significant upregulation in HCC tissues versus normal controls ( P<0.05). Elevated EFHD2 expression correlated with advanced clinical stage ( P<0.05) and poor differentiation ( P<0.05). In the CCK-8 assay, the EFHD2 overexpression group demonstrated significantly higher cell viability than the control group, as evidenced by 450 nm relative absorbance values on Day 1 (0.529±0.019 vs. 0.515±0.016, F=0.041, P=0.320), Day 2 (1.356±0.019 vs. 1.094±0.042, F=3.833, P<0.001), Day 3 (2.817±0.049 vs. 2.143±0.124, F=3.833, P<0.001), and Day 4 (3.848±0.015 vs. 3.430±0.021, F=0.469, P<0.001). The EFHD2 knockdown group showed reduced cell viability compared to controls: Day 1 (0.541±0.020 vs. 0.552±0.015, F=0.098, P=0.423), Day 2 (1.154±0.009 vs. 1.326±0.029, F=2.485, P<0.001), Day 3 (2.453±0.041 vs. 2.653±0.031, F=0.479, P<0.001), and Day 4 (3.685±0.038 vs. 3.836±0.021, F=6.804, P<0.001). In colony formation assays, the overexpression group displayed a significant increase in colony numbers (254.667±23.861 vs. 186.000±16.703, F=0.865, P=0.015), whereas the knockdown group exhibited decreased colony formation (229.000±24.637 vs. 306.667±36.501, F=0.988, P=0.038). In Transwell assays, the EFHD2 overexpression group revealed enhanced migratory capacity [ (605.000±72.670) cells vs. (472.667±28.095) cells, F=2.462, P=0.042] and invasive potential [(767.333±21.221) cells vs. (414.333±16.623) cells, F=0.331, P<0.001]. The knockdown group showed attenuated migration [(311.000±71.084) cells vs. (479.667±50.846) cells, F=0.718, P=0.029] and invasion [(247.667±48.263) cells vs. (345.667±32.130) cells, F=0.727, P=0.043] compared to controls. The network of EFHD2-interacting proteins was further constructed by the STRING database, and the GO and KEGG analysis were used to perform bioinformatics analysis reveal that EFHD2 is mainly involved in actin cytoskeleton regulation. In conclusion, EFHD2 is highly expressed in HCC and is involved in the process of proliferation, migration and invasion of HCC.
10.Analysis of Disease Burden and Attributable Risk Factors of Early-onset Female Breast Cancer in China and Globally from 1990 to 2021
Danqi HUANG ; Min YANG ; Wei XIONG ; Jingyi LIU ; Wanqing CHEN ; Jingbo ZHAI ; Jiang LI
Medical Journal of Peking Union Medical College Hospital 2025;16(3):777-784
To analyze the disease burden, temporal trends, and attributable risk factors of early-onset female breast cancer (EOBC) in China and globally from 1990 to 2021. Data on the absolute numbers and crude rates of incidence, mortality, and disability-adjusted life years (DALYs) for EOBC (diagnosis age < 50 years) in China and globally were extracted from the Global Burden of Disease (GBD) 2021 database. Attributable DALY proportions for five risk factors (smoking, alcohol use, physical inactivity, high red meat consumption, elevated fasting plasma glucose) and all combined risk factors were obtained. Joinpoint regression analysis was performed to assess temporal trends in age-standardized rates, quantified by annual percentage change (APC) and average annual percentage change (AAPC). From 1990 to 2021, age-standardized incidence rates of EOBC increased significantly in both China (AAPC=2.25%) and globally (AAPC=0.64%; pairwise comparison, China's age-standardized EOBC incidence is rising rapidly and approaching global levels, while mortality and DALY rates have increased over the past decade, underscoring persistent challenges in disease control. Future efforts should prioritize expanding the coverage of breast cancer screening programs, optimizing screening protocols, and enhancing public awareness of cancer prevention to mitigate the growing burden of EOBC in China.

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