1.Application of progressive exercise training based on mMRC grading in respiratory rehabilitation for patients with chronic obstructive pulmonary disease in a primary healthcare setting
Tingting GE ; Chengyue ZHU ; Yanan ZHANG ; Zixuan ZHENG ; Jiannan LI ; Junqing LI ; Zhijun JIE ; Jindong SHI ; Hanwei ZHAO
Chinese Journal of Clinical Medicine 2025;32(4):578-584
Objective To explore the efficacy of progressive exercise training based on the modified Medical Research Council dyspnea scale (mMRC) grading in respiratory rehabilitation for patients with chronic obstructive pulmonary disease (COPD) at a primary healthcare setting. Methods A total of 106 patients with COPD admitted to Zhuanqiao Community Health Service Center in Shanghai from Aug.1, 2022 to Jul. 30, 2024 were selected as research subjects. They were randomly divided into a study group and a control group in a 1∶1 ratio, with 53 patients in each group. The control group received conventional treatment, while the study group received conventional treatment combined with progressive exercise training. After 4 weeks of continuous treatment, the changes in the 6-minute walk test (6MWT), COPD assessment test (CAT) score, mMRC grading, Global Initiative for Chronic Obstructive Lung Disease (GOLD) grading and pulmonary function were compared between the two groups. Results Patients in both groups showed improvements in 6MWT distance, CAT score, mMRC grading, GOLD grading, and pulmonary function compared to baseline (P<0.05). Moreover, the study group had better improvements in 6MWT distance, CAT score, mMRC grading, GOLD grading, and pulmonary function than the control group (P<0.05). Conclusions Conventional treatment combined with progressive exercise training based on mMRC grading can enhance the effect of respiratory rehabilitation in patients with COPD, particularly in improving pulmonary function and exercise tolerance.
2.Role of antibiotic delivery system targeting bacterial biofilm based on ε-poly- L-lysine and cyclodextrin in treatment of bone and joint infections.
Tiexin LIU ; Junqing LIN ; Xianyou ZHENG
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(3):362-369
OBJECTIVE:
To explore the mechanism of antibiotic delivery system targeting bacterial biofilm with linezolid (LZD) based on ε-poly- L-lysine (ε-PLL) and cyclodextrin (CD) (ε-PLL-CD-LZD), aiming to enhance antibiotic bioavailability, effectively penetrate and disrupt biofilm structures, and thereby improve the treatment of bone and joint infections.
METHODS:
ε-PLL-CD-LZD was synthesized via chemical methods. The grafting rate of CD was characterized using nuclear magnetic resonance. In vitro biocompatibility was evaluated through live/dead cell staining after co-culturing with mouse embryonic osteoblast precursor cells (MC3T3-E1), human umbilical vein endothelial cells, and mouse embryonic fibroblast cells (3T3-L1). The biofilm-enrichment capacity of ε-PLL-CD-LZD was assessed using Staphylococcus aureus biofilms through enrichment studies. Its biofilm eradication efficacy was investigated via minimum inhibitory concentration (MIC) determination, scanning electron microscopy, and live/dead bacterial staining. A bone and joint infection model in male Sprague-Dawley rats was established to validate the antibacterial effects of ε-PLL-CD-LZD.
RESULTS:
In ε-PLL-CD-LZD, the average grafting rate of CD reached 9.88%. The cell viability exceeded 90% after co-culturing with three types cells. The strong biofilm enrichment capability was observed with a MIC of 2 mg/L. Scanning electron microscopy observations revealed the effective disruption of biofilm structure, indicating potent biofilm eradication capacity. In vivo rat experiments demonstrated that ε-PLL-CD-LZD significantly reduced bacterial load and infection positivity rate at the lesion site ( P<0.05).
CONCLUSION
The ε-PLL-CD antibiotic delivery system provides a treatment strategy for bone and joint infections with high clinical translational significance. By effectively enhancing antibiotic bioavailability, penetrating, and disrupting biofilms, it demonstrated significant anti-infection effects in animal models.
Biofilms/drug effects*
;
Animals
;
Anti-Bacterial Agents/pharmacology*
;
Polylysine/chemistry*
;
Cyclodextrins/administration & dosage*
;
Humans
;
Linezolid/pharmacology*
;
Staphylococcus aureus/physiology*
;
Rats, Sprague-Dawley
;
Mice
;
Rats
;
Male
;
Drug Delivery Systems
;
Staphylococcal Infections/drug therapy*
;
Microbial Sensitivity Tests
;
Human Umbilical Vein Endothelial Cells
;
Osteoblasts/cytology*
3.Guideline for Adult Weight Management in China
Weiqing WANG ; Qin WAN ; Jianhua MA ; Guang WANG ; Yufan WANG ; Guixia WANG ; Yongquan SHI ; Tingjun YE ; Xiaoguang SHI ; Jian KUANG ; Bo FENG ; Xiuyan FENG ; Guang NING ; Yiming MU ; Hongyu KUANG ; Xiaoping XING ; Chunli PIAO ; Xingbo CHENG ; Zhifeng CHENG ; Yufang BI ; Yan BI ; Wenshan LYU ; Dalong ZHU ; Cuiyan ZHU ; Wei ZHU ; Fei HUA ; Fei XIANG ; Shuang YAN ; Zilin SUN ; Yadong SUN ; Liqin SUN ; Luying SUN ; Li YAN ; Yanbing LI ; Hong LI ; Shu LI ; Ling LI ; Yiming LI ; Chenzhong LI ; Hua YANG ; Jinkui YANG ; Ling YANG ; Ying YANG ; Tao YANG ; Xiao YANG ; Xinhua XIAO ; Dan WU ; Jinsong KUANG ; Lanjie HE ; Wei GU ; Jie SHEN ; Yongfeng SONG ; Qiao ZHANG ; Hong ZHANG ; Yuwei ZHANG ; Junqing ZHANG ; Xianfeng ZHANG ; Miao ZHANG ; Yifei ZHANG ; Yingli LU ; Hong CHEN ; Li CHEN ; Bing CHEN ; Shihong CHEN ; Guiyan CHEN ; Haibing CHEN ; Lei CHEN ; Yanyan CHEN ; Genben CHEN ; Yikun ZHOU ; Xianghai ZHOU ; Qiang ZHOU ; Jiaqiang ZHOU ; Hongting ZHENG ; Zhongyan SHAN ; Jiajun ZHAO ; Dong ZHAO ; Ji HU ; Jiang HU ; Xinguo HOU ; Bimin SHI ; Tianpei HONG ; Mingxia YUAN ; Weibo XIA ; Xuejiang GU ; Yong XU ; Shuguang PANG ; Tianshu GAO ; Zuhua GAO ; Xiaohui GUO ; Hongyi CAO ; Mingfeng CAO ; Xiaopei CAO ; Jing MA ; Bin LU ; Zhen LIANG ; Jun LIANG ; Min LONG ; Yongde PENG ; Jin LU ; Hongyun LU ; Yan LU ; Chunping ZENG ; Binhong WEN ; Xueyong LOU ; Qingbo GUAN ; Lin LIAO ; Xin LIAO ; Ping XIONG ; Yaoming XUE
Chinese Journal of Endocrinology and Metabolism 2025;41(11):891-907
Body weight abnormalities, including overweight, obesity, and underweight, have become a dual public health challenge in Chinese adults: overweight and obesity lead to a variety of chronic complications, while underweight increases the risks of malnutrition, sarcopenia, and organ dysfunction. To systematically address these issues, multidisciplinary experts in endocrinology, sports science, nutrition, and psychiatry from various regions have held multiple weight management seminars. Based on the latest epidemiological data and clinical evidence, they expanded the guideline to include assessment and intervention strategies for underweight, in addition to the core content of obesity management. This guideline outlines the etiological mechanisms, evaluation methods, and multidimensional management strategies for overweight and obesity, covering key areas such as diagnosis and assessment, medical nutrition therapy, exercise prescription, pharmacological intervention, and psychological support. It is intended to provide a scientific and standardized approach to weight management across the adult population, aiming to curb the rising prevalence of obesity, mitigate complications associated with abnormal body weight, and improve nutritional status and overall quality of life.
4.Research progress on the regulatory role of placental function in maternal motion-mediated fetal metabolic programming
Shixuan ZHANG ; Ling ZHANG ; Junqing ZHANG ; Jia ZHENG
Chinese Journal of Diabetes 2025;33(7):546-549
The theory of fetal metabolic programming indicates that an adverse developmental environment during the mother's pregnancy can significantly increase the risk of chronic metabolic diseases such as obesity,diabetes mellitus and cardiovascular diseases in the offspring in adulthood.Exercise during pregnancy can effectively improve and even reverse the disorders of glycolipid metabolism in offspring caused by poor nutritional environment during pregnancy.The placenta serves as a crucial interface facilitating the exchange of substances and signal molecules between mother and baby,and also plays an important role in mediating fetal metabolic programming and early life intervention.This article reviews the regulatory role of placental function in maternal motion-mediated fetal metabolic programming.
5.Research progress on the regulatory role of placental function in maternal motion-mediated fetal metabolic programming
Shixuan ZHANG ; Ling ZHANG ; Junqing ZHANG ; Jia ZHENG
Chinese Journal of Diabetes 2025;33(7):546-549
The theory of fetal metabolic programming indicates that an adverse developmental environment during the mother's pregnancy can significantly increase the risk of chronic metabolic diseases such as obesity,diabetes mellitus and cardiovascular diseases in the offspring in adulthood.Exercise during pregnancy can effectively improve and even reverse the disorders of glycolipid metabolism in offspring caused by poor nutritional environment during pregnancy.The placenta serves as a crucial interface facilitating the exchange of substances and signal molecules between mother and baby,and also plays an important role in mediating fetal metabolic programming and early life intervention.This article reviews the regulatory role of placental function in maternal motion-mediated fetal metabolic programming.
6.Guideline for Adult Weight Management in China
Weiqing WANG ; Qin WAN ; Jianhua MA ; Guang WANG ; Yufan WANG ; Guixia WANG ; Yongquan SHI ; Tingjun YE ; Xiaoguang SHI ; Jian KUANG ; Bo FENG ; Xiuyan FENG ; Guang NING ; Yiming MU ; Hongyu KUANG ; Xiaoping XING ; Chunli PIAO ; Xingbo CHENG ; Zhifeng CHENG ; Yufang BI ; Yan BI ; Wenshan LYU ; Dalong ZHU ; Cuiyan ZHU ; Wei ZHU ; Fei HUA ; Fei XIANG ; Shuang YAN ; Zilin SUN ; Yadong SUN ; Liqin SUN ; Luying SUN ; Li YAN ; Yanbing LI ; Hong LI ; Shu LI ; Ling LI ; Yiming LI ; Chenzhong LI ; Hua YANG ; Jinkui YANG ; Ling YANG ; Ying YANG ; Tao YANG ; Xiao YANG ; Xinhua XIAO ; Dan WU ; Jinsong KUANG ; Lanjie HE ; Wei GU ; Jie SHEN ; Yongfeng SONG ; Qiao ZHANG ; Hong ZHANG ; Yuwei ZHANG ; Junqing ZHANG ; Xianfeng ZHANG ; Miao ZHANG ; Yifei ZHANG ; Yingli LU ; Hong CHEN ; Li CHEN ; Bing CHEN ; Shihong CHEN ; Guiyan CHEN ; Haibing CHEN ; Lei CHEN ; Yanyan CHEN ; Genben CHEN ; Yikun ZHOU ; Xianghai ZHOU ; Qiang ZHOU ; Jiaqiang ZHOU ; Hongting ZHENG ; Zhongyan SHAN ; Jiajun ZHAO ; Dong ZHAO ; Ji HU ; Jiang HU ; Xinguo HOU ; Bimin SHI ; Tianpei HONG ; Mingxia YUAN ; Weibo XIA ; Xuejiang GU ; Yong XU ; Shuguang PANG ; Tianshu GAO ; Zuhua GAO ; Xiaohui GUO ; Hongyi CAO ; Mingfeng CAO ; Xiaopei CAO ; Jing MA ; Bin LU ; Zhen LIANG ; Jun LIANG ; Min LONG ; Yongde PENG ; Jin LU ; Hongyun LU ; Yan LU ; Chunping ZENG ; Binhong WEN ; Xueyong LOU ; Qingbo GUAN ; Lin LIAO ; Xin LIAO ; Ping XIONG ; Yaoming XUE
Chinese Journal of Endocrinology and Metabolism 2025;41(11):891-907
Body weight abnormalities, including overweight, obesity, and underweight, have become a dual public health challenge in Chinese adults: overweight and obesity lead to a variety of chronic complications, while underweight increases the risks of malnutrition, sarcopenia, and organ dysfunction. To systematically address these issues, multidisciplinary experts in endocrinology, sports science, nutrition, and psychiatry from various regions have held multiple weight management seminars. Based on the latest epidemiological data and clinical evidence, they expanded the guideline to include assessment and intervention strategies for underweight, in addition to the core content of obesity management. This guideline outlines the etiological mechanisms, evaluation methods, and multidimensional management strategies for overweight and obesity, covering key areas such as diagnosis and assessment, medical nutrition therapy, exercise prescription, pharmacological intervention, and psychological support. It is intended to provide a scientific and standardized approach to weight management across the adult population, aiming to curb the rising prevalence of obesity, mitigate complications associated with abnormal body weight, and improve nutritional status and overall quality of life.
7.Clinical manifestations and hormonal profile characteristics of different pathological types of adrenocortical adenoma hypercortisolism
Lin LIU ; Shiwei CHEN ; Jingcui GUO ; Xiaoteng YU ; Zheng ZHANG ; Ying GAO ; Junqing ZHANG
Chinese Journal of Urology 2024;45(4):287-293
Objective:To explore the clinical manifestations and characteristics of serum adrenal cortex hormone spectrum in patients with adrenocortical hypercortisolism with different pathological types of adrenal adenoma.Methods:A retrospective analysis was conducted on 68 patients with adrenal Cushing's syndrome who underwent surgical treatment in the Department of Endocrinology and/or Urology, Peking University First Hospital from January 2018 to June 2022. Among them, 12 patients had obvious eosinophilic changes in pathology(eosinophilic group), and 56 patients had no obvious eosinophilic changes(non-eosinophilic group). Among eosinophilic group, one male and 11 females, age(49.83±9.87) years old, body mass index (BMI)(25.86±3.21) kg/m 2, systolic blood pressure (140.25±20.72)mmHg(1 mmHg=0.133 kPa), diastolic blood pressure(91.00±14.87)mmHg, 7 cases were overt Cushing's syndrome. Among non-eosinophilic group, 14 males and 32 females, age(52.91±10.82) years old, BMI (26.06 ± 3.57) kg/m 2; ystolic blood pressure (142.13±16.71) mmHg, diastolic blood pressure (83.63±11.41) mmHg; 16 cases of overt Cushing's syndrome. There was no statistically significant difference in the above indicators between the two groups ( P>0.05).In terms of laboratory tests, 0: 00 cortisol levels in the eosinophilic group and non-eosinophilic groups were 14.95(5.93, 23.2) ng/dl and 6.69(4.07, 11.35) ng/dl ( P=0.044), the cortisol levels after 1mg dexamethasone inhibition test were 20.19(11.29, 26.92) ng/dl and 5.94(2.68, 12.90) ng/dl ( P=0.005), and 8: 00, 16: 00, and 0: 00, ACTH levels were 2.08 (1.02, 2.90) pg/ml and 8.37(2.30, 11.67) pg/ml ( P=0.006), 1.22(1.00, 3.20) pg/ml, and 4.22(1.80, 6.33) pg/ml ( P=0.012), 0.65 (0, 2.63) pg/ml, and 2.76(1.44, 5.57) pg/ml( P=0.023), serum triglyceride were 1.92(1.31, 2.50) mmol/L and 1.31(1.04, 1.80) mmol/L ( P=0.026), and the differences were statistically significant. In terms of target organ damage, there were 6 cases and 10 cases ( P=0.017) in the eosinophilic group and non eosinophilic group with ventricular wall hypertrophy, 1 case and 0 cases( P=0.030) in the aortic dissection group, and 4 cases and 5 cases ( P=0.024) with four or more types of target organ damage, respectively, with statistically significant differences. Two groups of preoperative serum adrenal cortex hormone profiles were detected by liquid chromatography tandem mass spectrometry. The differences in adrenal cortex hormone profiles and hormone ratios between the two groups were compared. Age, gender, and statistically significant indicators were included in a multivariate logistic regression model to analyze the correlation between each indicator and eosinophilic changes. Results:Adrenal cortical hormone profile of the two groups showed that the serum estrone levels in the eosinophilic group and non-eosinophilic group were 20.27(13.49, 39.81) pg/ml and 12.59(8.08, 21.18) pg/ml ( P=0.034), and 11-hydroxyandrostenedione levels were 692.34(536.19, 1 049.66) pg/ml and 1 157.60(710.78, 1 539.30) pg/ml( P=0.026), with statistically significant differences; There were no statistically significant difference in the expression levels of other hormones ( P>0.05). In terms of hormone ratio, the estradiol/testosterone ratios in the eosinophilic and non eosinophilic groups were 0.14(0.08, 0.62) and 0.04(0.01, 0.09)( P=0.008), the estrone/androstenedione ratios were 0.06(0.05, 0.12) and 0.04(0.03, 0.06)( P=0.007), the 11-hydroxyandrostenedione/androstenedione ratios were 2.26(1.30, 2.69) and 4.03(2.48, 5.25)( P=0.008), the estriol/estrone ratios were 0.10(0.03, 0.29) and 0.25(0.12, 0.51)( P=0.016), the estriol/estradiol were 0.22(0.03, 0.30) and 0.33(0.12, 0.73)( P=0.032), and the differences were statistically significant. The results of multivariate analysis showed that estrone ( OR=1.04, 95% CI 1.01-1.07, P=0.009) and estrone/androstenedione ( OR=25 008 670.29, 95% CI 8.45-74 015 852 572 024.10, P=0.025) were independently associated with eosinophilic pathology. Conclusions:Adrenocortical hypercortisolism patients with eosinophilic pathology have higher levels of serum cortisol secretion, more pronounced inhibition of the hypothalamic pituitary adrenal axis, more significant metabolic disorders and target organ damage, and higher production of estrone.
8.Long-term effects and mechanisms of paternal environment on glucose and lipid metabolism in offspring
Jia ZHENG ; Ling ZHANG ; Junqing ZHANG
Chinese Journal of Diabetes 2024;32(1):62-64
The developmental origins of health and disease(DOHaD)suggests that a poor maternal developmental environment during pregnancy can significantly increase the risk of chronic metabolic diseases such as obesity,diabetes mellitus(DM),and cardiovascular disease in offspring during adulthood.The adverse environmental factors of the father's generation influence the glucose and lipid metabolism of the offspring.The environmental factors exposed by the father before fertilization,such as over nutrition,obesity,diabetes caused cross generation reprogramming in offspring,and develop glucose and lipid metabolism disorders,which can last for one or more generations.Currently,paternal origin of health and disease(POHaD)has received widespread attention and has important scientific value and social significance.This article reviews the research progress on the impact of parental nutritional environment on offspring glucose metabolism.
9.Cost-effectiveness analysis of different screening modes for thalassemia in Hunan Province
Hui XI ; Qin LIU ; Donghua XIE ; Xu ZHOU ; Wanglan TANG ; Deguo TANG ; Chunyan ZENG ; Qiong WANG ; Xinghui NIE ; Jinping PENG ; Xiaoya GAO ; Hongliang WU ; Haoqing ZHANG ; Li QIU ; Zonghui FENG ; Shuyuan WANG ; Shuxiang ZHOU ; Jun HE ; Shihao ZHOU ; Faqun ZHOU ; Junqing ZHENG ; Hua WANG ; Junqun FANG ; Changbiao LIANG
Chinese Journal of Perinatal Medicine 2023;26(6):468-475
Objective:To analyze the costs and effectiveness of five common screening modes and genetic screening for thalassemia in China in order to find the optimal way and provide evidence for the implementation of thalassemia prevention and control projects in Hunan Province.Methods:From June 2020 to April 2021, 12 971 couples from 14 cities and autonomous prefectures in Hunan Province were selected as the study population. The diagnosis of thalassemia was based on the results of genetic testing. Results of routine blood test and hemoglobin electrophoresis were collected and analyzed. The efficacy of five screening modes, at the cut-off value of <80 fl or 82 fl for the mean corpuscular volume (MCV), was analyzed by positive predictive value, negative predictive value, Jorden index and cost-effectiveness ratio. Sensitivity analysis was used to assess the feasibility of genetic screening at different costs after fixing the costs of routine blood and hemoglobin electrophoresis. The five thalassemia screening models are as follows: Mode 1: The woman had a blood routine test first. If the result was positive, the spouse required a blood routine test. If both results were positive, a thalassemia gene test should be offered to the couple. Mode 2: Both husband and wife were screened by blood routine and hemoglobin electrophoresis. If one or both of them were positive, both would be tested for thalassemia gene. Mode 3: The couple received blood routine tests initially. If either was positive, both should receive hemoglobin electrophoresis testing. If either was positive, both parties will conduct thalassemia gene testing. Mode 4: The woman was screened by blood routine and hemoglobin electrophoresis. If any one of them was positive, the woman would be tested for thalassemia gene. If the gene test result was positive, the spouse should receive thalassemia gene. Mode 5: Both spouses conducted a blood routine test. If either was positive, both would conduct hemoglobin electrophoresis test. If both were positive, both spouses should receive thalassemia gene testing. Gene testing mode: The woman would be tested for thalassemia, and her spouse would have thalassemia test too if her result was positive.Results:When using MCV<80 fl as the cut-off for diagnosing thalassemia, the Youden indices of the five prenatal screening modes in Hunan Province were 0.551, 0.639, 0.898, 0.555 and 0.356, while when using MCV<82 fl as the cut-off, the Youden indices were 0.549, 0.629, 0.851, 0.548 and 0.356. When the MCV cut-off value was <80 fl, the missed diagnosis rates of the five screening modes were 44.44%, 0.00, 0.00, 18.52% and 62.96%, and the cost-effectiveness ratios were 21 709, 250 939, 76 870, 138 463 and 92 860 yuan (RMB)/couple, respectively. When the price of genetic testing was lower than 55 yuan (RMB), the cost-effectiveness ratio of genetic screening was lower than that of Mode 3.Conclusions:MCV<80 fl can be considered as the positive criteria in blood routine screening for thalassemia in Hunan Province, and the cost-effectiveness ratio of Mode 3 (the couple received blood routine tests initially. If either was positive, both should receive hemoglobin electrophoresis testing. If either was positive, both parties will conduct thalassemia gene testing) is the best. Genetic screening has certain advantages with the decreasing price.
10.Diagnostic value of a combined serology-based model for minimal hepatic encephalopathy in patients with compensated cirrhosis
Shanghao LIU ; Hongmei ZU ; Yan HUANG ; Xiaoqing GUO ; Huiling XIANG ; Tong DANG ; Xiaoyan LI ; Zhaolan YAN ; Yajing LI ; Fei LIU ; Jia SUN ; Ruixin SONG ; Junqing YAN ; Qing YE ; Jing WANG ; Xianmei MENG ; Haiying WANG ; Zhenyu JIANG ; Lei HUANG ; Fanping MENG ; Guo ZHANG ; Wenjuan WANG ; Shaoqi YANG ; Shengjuan HU ; Jigang RUAN ; Chuang LEI ; Qinghai WANG ; Hongling TIAN ; Qi ZHENG ; Yiling LI ; Ningning WANG ; Huipeng CUI ; Yanmeng WANG ; Zhangshu QU ; Min YUAN ; Yijun LIU ; Ying CHEN ; Yuxiang XIA ; Yayuan LIU ; Ying LIU ; Suxuan QU ; Hong TAO ; Ruichun SHI ; Xiaoting YANG ; Dan JIN ; Dan SU ; Yongfeng YANG ; Wei YE ; Na LIU ; Rongyu TANG ; Quan ZHANG ; Qin LIU ; Gaoliang ZOU ; Ziyue LI ; Caiyan ZHAO ; Qian ZHAO ; Qingge ZHANG ; Huafang GAO ; Tao MENG ; Jie LI ; Weihua WU ; Jian WANG ; Chuanlong YANG ; Hui LYU ; Chuan LIU ; Fusheng WANG ; Junliang FU ; Xiaolong QI
Chinese Journal of Laboratory Medicine 2023;46(1):52-61
Objective:To investigate the diagnostic accuracy of serological indicators and evaluate the diagnostic value of a new established combined serological model on identifying the minimal hepatic encephalopathy (MHE) in patients with compensated cirrhosis.Methods:This prospective multicenter study enrolled 263 compensated cirrhotic patients from 23 hospitals in 15 provinces, autonomous regions and municipalities of China between October 2021 and August 2022. Clinical data and laboratory test results were collected, and the model for end-stage liver disease (MELD) score was calculated. Ammonia level was corrected to the upper limit of normal (AMM-ULN) by the baseline blood ammonia measurements/upper limit of the normal reference value. MHE was diagnosed by combined abnormal number connection test-A and abnormal digit symbol test as suggested by Guidelines on the management of hepatic encephalopathy in cirrhosis. The patients were randomly divided (7∶3) into training set ( n=185) and validation set ( n=78) based on caret package of R language. Logistic regression was used to establish a combined model of MHE diagnosis. The diagnostic performance was evaluated by the area under the curve (AUC) of receiver operating characteristic curve, Hosmer-Lemeshow test and calibration curve. The internal verification was carried out by the Bootstrap method ( n=200). AUC comparisons were achieved using the Delong test. Results:In the training set, prevalence of MHE was 37.8% (70/185). There were statistically significant differences in AMM-ULN, albumin, platelet, alkaline phosphatase, international normalized ratio, MELD score and education between non-MHE group and MHE group (all P<0.05). Multivariate Logistic regression analysis showed that AMM-ULN [odds ratio ( OR)=1.78, 95% confidence interval ( CI) 1.05-3.14, P=0.038] and MELD score ( OR=1.11, 95% CI 1.04-1.20, P=0.002) were independent risk factors for MHE, and the AUC for predicting MHE were 0.663, 0.625, respectively. Compared with the use of blood AMM-ULN and MELD score alone, the AUC of the combined model of AMM-ULN, MELD score and education exhibited better predictive performance in determining the presence of MHE was 0.755, the specificity and sensitivity was 85.2% and 55.7%, respectively. Hosmer-Lemeshow test and calibration curve showed that the model had good calibration ( P=0.733). The AUC for internal validation of the combined model for diagnosing MHE was 0.752. In the validation set, the AUC of the combined model for diagnosing MHE was 0.794, and Hosmer-Lemeshow test showed good calibration ( P=0.841). Conclusion:Use of the combined model including AMM-ULN, MELD score and education could improve the predictive efficiency of MHE among patients with compensated cirrhosis.

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