1.Cerebral Hyperperfusion Syndrome
Furong LI ; Shuhan LIU ; Weiwei DONG ; Ya'nan ZHANG ; Xin PAN ; Xiaowen SUI ; Hongling ZHAO
International Journal of Cerebrovascular Diseases 2024;32(4):297-302
Cerebral hyperperfusion syndrome (CHS) is a rare but serious complication after cerebral revascularization, which may lead to catastrophic consequences. The mechanism of CHS is not fully understood, and it may be related to cerebral autoregulation dysfunction and the increase of blood pressure after operation. Timely detection and treatment of cerebral hyperperfusion can avoid CHS. This article reviews the pathogenesis, diagnosis, clinical manifestations, prevention and treatment of CHS.
2.Molecular evolutionary of hemagglutinin gene of influenza A (H1N1) pdm09 virus in Shandong Province from 2009 to 2024
Zhihong ZHAO ; Yujie HE ; Julong WU ; Shaoxia SONG ; Lin SUN ; Zhong LI ; Xianjun WANG ; Zengqiang KOU ; Hongling WEN ; Ti LIU
Chinese Journal of Microbiology and Immunology 2024;44(7):580-587
Objective:To characterize and analyze the genetic variation of hemagglutinin (HA) of influenza A (H1N1) pdm09 subtype virus in Shandong Province, and explore the genetic variation patterns for providing reference for influenza monitoring, epidemic prevention and control, and vaccine strain selection.Methods:HA gene sequences of the recommended strains of influenza vaccine from 2009 to 2024 and the representative strains of each branch were downloaded from the GISAID Influenza Data Platform, and were phylogenetically analyzed and characterized in terms of amino acid site variation with the HA gene sequences of 298 influenza A (H1N1) virus strains isolated from Shandong Province. A phylogenetic tree was constructed using the maximum likelihood (ML) method of the IQ-TREE online tool, and the amino acid site variants were viewed using MegAlign software. The potential glycosylation sites of the HA gene were predicted using the NetNGlyc 1.0 online software.Results:The HA gene homology of the 298 influenza A (H1N1) viruses isolated in Shandong Province ranged from 91.2% to 100.0%. The evolutionary branches were gradually distantly related over time, but the direction of evolution was roughly the same as that in other provinces. Amino acid mutations in the HA occurred every year and most were found in the antigenic determinants.Conclusions:The HA genes of influenza viruses isolated in Shandong Province from 2009 to 2024 are still in the process of continuous evolution, and continuous monitoring of the epidemiological trends and the evolutionary directions of influenza viruses is essential for early warning of influenza virus pandemics.
3.To investigate the correlation between moderate intensity aerobic exercise and cerebral blood flow regulation in mild stenosis of the carotid artery
Xin PAN ; Yanan ZHANG ; Shubei MA ; Shuhan LIU ; Xiaowen SUI ; Haibin LIU ; Furong LI ; Zusheng LI ; Hongling ZHAO
Chinese Journal of Postgraduates of Medicine 2024;47(8):694-699
Objective:To investigate the correlation between moderate intensity aerobic exercise and cerebral blood flow regulation in patients with mild carotid artery stenosis.Methods:A retrospective study was conducted to select 30 cases of patients with unilateral mild carotid artery stenosis and moderate intensity aerobic exercise for more than 1 year in the Central Hospital of Dalian University of Technology from July 2022 to November 2023 as the exercise group (study group), and 30 cases of patients with unilateral mild carotid artery stenosis without exercise habits matched by age, gender and other factors as the non-exercise group (control group). Transcranial Doppler ultrasound (TCD) examination was performed in both groups, and the recumbent-upright-test, breath holding test and breath exchange test were performed to calculate the occurrence rate of "w" wave in recumbent-upright position, the slope of "w" wave in recubitus position, the change rate of pulse index (PI) before and after breath holding, resistance index (RI), breath holding index (BHI), and cerebral blood flow velocity before and after breath exchange. The blood pressure and heart rate difference in the recumbent-upright position were calculated, and the correlation between moderate intensity aerobic exercise and cerebral blood flow regulation function in patients with mild carotid artery stenosis was evaluated by statistical analysis. The correlation analysis between the exercise years and BHI in the study group was carried out to explore the relationship between the exercise years and cerebrovascular reactivity.Results:The occurrence rate and slope of "w" wave in the study group were higher than those in the control group: 93.3%(28/30) vs. 86.7%(26/30), 2.27 ± 1.14 vs. 1.28 ± 0.23, 2.67 ± 0.63 vs. 1.41 ± 0.69, there were statistically significant ( P<0.05). The change rates of PI and RI before and after breath holding and ventilation in the study group were higher than those in the control group: 21.23 ± 7.67 vs. 13.89 ± 9.67, 14.62 ± 6.63 vs. 11.17 ± 1.78 and 26.26 ± 12.46 vs. 18.36 ± 12.13, 14.91 ± 4.91 vs. 10.83 ± 2.35, and the average cerebral blood flow velocity before and after ventilation was higher than that in the control group: (31.26 ± 4.92) cm/s vs. (24.89 ± 6.34) cm/s, there were statistically significant ( P<0.01). The exercise years of the study group was negatively correlated with the breath holding index. Conclusions:Moderate intensity exercise is associated with cerebral blood flow regulation in patients with mild carotid artery stenosis. Exercise years are negatively correlated with cerebral blood flow regulation. Impaired cerebral blood flow regulation may be one of the potential mechanisms of poor prognosis of stroke in carotid artery stenosis population.
4.Optical surface monitoring-based real-time 3D in vivo dose verification for patients with left breast cancer undergoing deep inspiration breath-hold radiotherapy
Jiahao WANG ; Hongling XIE ; Yadong ZHAO ; Pengfei ZHOU ; Hui LI ; Qiu TANG
Chinese Journal of Radiological Medicine and Protection 2024;44(6):517-522
Objective:To perform optical surface monitoring-based three-dimensional (3D) in vivo dose verification for patients with left breast cancer undergoing deep inspiration breath-hold surface-guided radiation therapy (DIBH-SGRT) and to investigate the dosimetric differences in the target volumes and related factors affecting γ pass rates. Methods:Totally 20 patients with left breast cancer who received DIBH-SGRT at the Department of Radiation Oncology, Women′s Hospital, School of Medicine, Zhejiang University were selected. The optical surface monitoring-based intrafractional displacement deviations of the patients during DIBH were recorded. Meanwhile, electronic portal imaging device (EPID)-based in vivo dosimetry (EIVD) verification was performed for patients during the DIBH-SGRT, and γ pass rates were measured with the criteria of 2 mm/2%, 3 mm/3%, and 3 mm/5%. The dosimetric differences between planning target volumes (PTVs) and organs at risk (OARs) were analyzed based on dose-volume histograms (DVHs). Furthermore, Pearson correlation analysis was employed to determine the correlation of three γ pass rates with dosimetric differences and displacement deviations. Results:The average pass rates with the criteria of 2 mm/2%, 3 mm/3%, and 3 mm/5% were determined at 73.43%, 86.00%, and 92.96%, respectively, and the average deviations between EIVD measured doses and planned doses in PTV_TB and PTV Dmean were proved to be 0.23% and 0.59%, respectively ( P > 0.05). Pearson analysis revealed that the γ pass rates exhibited a weak correlation with dosimetric differences in PTVs( R<0.7) but strong correlations with intrafractional displacement deviations in Lat and Vert directions during DIBH ( R > 0.7). Conclusions:EIVD verification can ensure the high accuracy of dose delivery in PTVs during DIBH-SGRT for left breast cancer. Additionally, the EIVD verification system has the potential to detect displacement deviations during breath holding.
5.Intervention effect and mechanism of breviscapine on hepatic fibrosis in rats
Dandan WEI ; Shanshan LI ; Minghao ZHANG ; Yurun WEI ; Hongling WANG ; Shuangshuang CHAI ; Jingjing YIN ; Min ZHANG ; Han ZHAO ; Zongyao WU ; Kuicheng ZHU ; Qingbo WANG
China Pharmacy 2024;35(6):671-677
OBJECTIVE To investigate the intervention effect and potential mechanism of breviscapine on hepatic fibrosis (HF) in rats based on the transforming growth factor-β(1 TGF-β1)/Smad2/extracellular signal-regulated protein kinase 1(ERK1) and Kelch-like epichlorohydrin-associated protein 1(Keap1)/nuclear factor-erythroid 2-related factor 2(Nrf2)/heme oxygenase-1(HO-1) pathways. METHODS Totally 60 rats were randomly divided into normal control group, model group, breviscapine low-dose, medium-dose and high-dose groups (5.4, 10.8, 21.6 mg/kg), and colchicine group (positive control, 0.45 mg/kg), with 10 rats in each group, half male and half female. Except for the normal control group, HF model of the other groups was induced by carbon tetrachloride. Subsequently, each drug group was given corresponding medicine by gavage once a day for 28 days. The liver appearance of rats in each group was observed and their liver coefficients were calculated. The levels of alanineaminotransferase (ALT) and aspartate aminotransferase (AST)in serum, those of ALT, AST, superoxide dismutase (SOD),malondialdehyde (MDA) and glutathione peroxidase (GSH- Px) in liver tissue were detected. The liver tissue inflammatory and fibrotic changes were observed. The protein and mRNA expressions of TGF-β1, Smad2, ERK1, Nrf2, Keap1 and HO-in liver tissue were detected. RESULTS Compared with the normal control group, the model group showed large areas of white nodular lesions in the liver, obvious inflammatory cell infiltration and collagen fiber deposition. The body weight, the levels of SOD and GSH-Px in liver tissue, the protein and mRNA expressions of Nrf2 and HO-1 were significantly lowered in the model group (P<0.05); the liver coefficient, the percentage of Masson staining positive area, ALT and AST levels of serum and liver tissue, MDA level of liver tissue, the protein and mRNA expressions of TGF-β1, Smad2, ERK1 and Keap1 were significantly increased (P<0.05). Compared with the model group, the liver lesions of rats in each drug group were improved, and the above quantitative indexes were generally reversed (P<0.05). CONCLUSIONS Breviscapine has a good intervention effect on HF rats, which may be related to inhibiting TGF-β1/Smad2/ERK1 pathway for anti-fibrosis and regulating Keap1/Nrf2/HO-1 pathway to inhibit oxidative stress.
6.Relationship between serum miR-326 and miR-623 expression and clinical pathological characteristics in non-small cell lung cancer patients
Rujing HUANG ; Hongling LU ; Chao WU ; Hongjuan YANG ; Xiaoming YIN ; Yang ZHAO ; Huawei KANG ; Fei TIAN ; Yunchuan SUN
Journal of Clinical Surgery 2024;32(7):706-710
Objective To investigate the relationship between the expression of serum microRNA-326(miR-326)and microRNA-623(miR-623)in non-small cell lung cancer(NSCLC)patients and their clinical pathological characteristics and prognosis.Methods A total of 114 NSCLC patients diagnosed in our hospital from March 2019 to June 2020 were collected as study subjects as case group,123 healthy individuals who underwent physical examination were as the control group.According to the 3-year prognosis,patients were separated into a survival group of 71 cases and a death group of 43 cases.Patient related clinical data were collected,real-time fluorescence quantitative PCR method was applied to detect the expression levels of miR-326 and miR-623 in various serum samples;Kaplan-Meier method was applied to analyze the relationship between the expression levels of serum miR-326 and miR-623 in NSCLC patients and their 3-year prognosis;Cox proportional risk regression model was applied to analyze the influencing factors of 3-year prognosis in NSCLC patients.Results The expression levels of serum miR-326 in the case group and control group were 0.64±0.15 and 1.02±0.23,respectively,and the expression levels of miR-623 were 0.56±0.10 and 0.98±0.15,respectively.The difference between the two groups was statistically significant(P<0.05).The proportions of patients with low expression of miR-326 and miR-623 in low differentiation,TNM stage Ⅲ+Ⅳ,and lymph node metastasis were higher than those in high differentiation,TNM stage Ⅰ and Ⅱ,and no lymph node metastasis(P<0.05).The 3-year survival rates of patients with low expression of miR-326(20/55,36.36%)and miR-623(27/61,44.26%)in the serum of NSCLC patients were lower than those of patients with high expression of miR-326(51/59,86.44%)and miR-623(44/53,83.02%)(Log Rank x2=32.060,22.812,P<0.05).Serum miR-326[(0.55±0.09)vs.(0.69±0.11)]and miR-623 levels[(0.48±0.08)vs.(0.61±0.10)]of patients in the death group were significantly lower than those in the survival group(P<0.05).The area under the curve(AUC)for poor prognosis of serum miR-326 and miR-623 alone and in combination in patients diagnosed with NSCLC were 0.828(95%CI:0.754 to 0.901),0.763(95%CI:0.671 to 0.855),and 0.903(95%CI:0.849 to 0.958),respectively.The proportions of patients with TNM stage Ⅲ+Ⅳ,lymph node metastasis,low expression of miR-326 and low expression of miR-623in the death group were higher than those in the survival group(P<0.05).MiR-326 and miR-623 were protective factors affecting 3-year mortality in NSCLC patients,while TNM staging and lymph node metastasis were independent risk factors affecting 3-year mortality in NSCLC patients(P<0.05).Conclusion The low expression of miR-326 and miR-623 may be involved in the occurrence and development of lung cancer,which is closely related to the clinical pathological characteristics and poor prognosis of patients.
7.A scoping review of feeding decision aids for patients with advanced dementia
Hongling XIA ; Yurong XING ; Wenhui XU ; Xiaoxiao WANG ; Yayi ZHAO ; Yaping DING
Chinese Journal of Modern Nursing 2023;29(24):3349-3355
Objective:To carry out a scoping review on feeding decision aids in patients with advanced dementia, clarify the characteristics, functions, and application effects of the tools, so as to provide reference for further clinical research.Methods:The research on feeding decision aids for patients with advanced dementia was systematically searched on China National Knowledge Infrastructure (CNKI) , VIP, WanFang Data, and the China Biomedical Literature Library, PubMed, Web of Science, Embase, and Cochrane Library. The search period was from database establishment to August 2022. Two researchers independently selected literature based on inclusion and exclusion criteria, extracted, summarized and analyzed data from the included literature.Results:A total of 8 decision aids were included. The main types included web-based decision aids, paper text decision support manuals, audio manual form decision aids, and a combination of various forms of decision aids. Decision aids provided dementia feeding related information to patients and surrogate decision-makers, analyzed the advantages and disadvantages of different feeding methods, helped clarify their value preferences, and assisted them in making feeding decisions. The evaluation of application effectiveness mainly included outcome indicators such as knowledge, decision conflict, decision regret, decision satisfaction, frequency of doctor-patient communication, and acceptability and effectiveness of decision aids.Conclusions:Decision aids have played a positive role in selecting feeding methods for dementia patients and surrogate decision-makers. Under the background of "Internet + nursing service", we can learn from the experience of foreign research and make full use of artificial intelligence technology to explore scientific and feasible personalized decision aids, so as to provide demand based decision support for patients and their surrogate decision-makers and improve the quality of decisions.
8.Impact of different diagnostic criteria for assessing mild micro-hepatic encephalopathy in liver cirrhosis: an analysis based on a prospective, multicenter, real-world study
Xiaoyan LI ; Shanghao LIU ; Chuan LIU ; Hongmei ZU ; Xiaoqing GUO ; Huiling XIANG ; Yan HUANG ; Zhaolan YAN ; Yajing LI ; Jia SUN ; Ruixin SONG ; Junqing YAN ; Qing YE ; Fei LIU ; Lei HUANG ; Fanping MENG ; Xiaoning ZHANG ; Shaoqi YANG ; Shengjuan HU ; Jigang RUAN ; Yiling LI ; Ningning WANG ; Huipeng CUI ; Yanmeng WANG ; Chuang LEI ; Qinghai WANG ; Hongling TIAN ; Zhangshu QU ; Min YUAN ; Ruichun SHI ; Xiaoting YANG ; Dan JIN ; Dan SU ; Yijun LIU ; Ying CHEN ; Yuxiang XIA ; Yongzhong LI ; Qiaohua YANG ; Huai LI ; Xuelan ZHAO ; Zemin TIAN ; Hongji YU ; Xiaojuan ZHANG ; Chenxi WU ; Zhijian WU ; Shengqiang LI ; Qian SHEN ; Xuemei LIU ; Jianping HU ; Manqun WU ; Tong DANG ; Jing WANG ; Xianmei MENG ; Haiying WANG ; Zhenyu JIANG ; Yayuan LIU ; Ying LIU ; Suxuan QU ; Hong TAO ; Dongmei YAN ; Jun LIU ; Wei FU ; Jie YU ; Fusheng WANG ; Xiaolong QI ; Junliang FU
Chinese Journal of Hepatology 2023;31(9):961-968
Objective:To compare the differences in the prevalence of mild micro-hepatic encephalopathy (MHE) among patients with cirrhosis by using the psychometric hepatic encephalopathy score (PHES) and the Stroop smartphone application (Encephal App) test.Methods:This prospective, multi-center, real-world study was initiated by the National Clinical Medical Research Center for Infectious Diseases and the Portal Hypertension Alliance and registered with International ClinicalTrials.gov (NCT05140837). 354 cases of cirrhosis were enrolled in 19 hospitals across the country. PHES (including digital connection tests A and B, digital symbol tests, trajectory drawing tests, and serial management tests) and the Stroop test were conducted in all of them. PHES was differentiated using standard diagnostic criteria established by the two studies in China and South Korea. The Stroop test was evaluated based on the criteria of the research and development team. The impact of different diagnostic standards or methods on the incidence of MHE in patients with cirrhosis was analyzed. Data between groups were differentiated using the t-test, Mann-Whitney U test, and χ2 test. A kappa test was used to compare the consistency between groups. Results:After PHES, the prevalence of MHE among 354 cases of cirrhosis was 78.53% and 15.25%, respectively, based on Chinese research standards and Korean research normal value standards. However, the prevalence of MHE was 56.78% based on the Stroop test, and the differences in pairwise comparisons among the three groups were statistically significant (kappa = -0.064, P < 0.001). Stratified analysis revealed that the MHE prevalence in three groups of patients with Child-Pugh classes A, B, and C was 74.14%, 83.33%, and 88.24%, respectively, according to the normal value standards of Chinese researchers, while the MHE prevalence rates in three groups of patients with Child-Pugh classes A, B, and C were 8.29%, 23.53%, and 38.24%, respectively, according to the normal value standards of Korean researchers. Furthermore, the prevalence rates of MHE in the three groups of patients with Child-Pugh grades A, B, and C were 52.68%, 58.82%, and 73.53%, respectively, according to the Stroop test standard. However, among the results of each diagnostic standard, the prevalence of MHE showed an increasing trend with an increasing Child-Pugh grade. Further comparison demonstrated that the scores obtained by the number connection test A and the number symbol test were consistent according to the normal value standards of the two studies in China and South Korea ( Z = -0.982, -1.702; P = 0.326, 0.089), while the other three sub-tests had significant differences ( P < 0.001). Conclusion:The prevalence rate of MHE in the cirrhotic population is high, but the prevalence of MHE obtained by using different diagnostic criteria or methods varies greatly. Therefore, in line with the current changes in demographics and disease spectrum, it is necessary to enroll a larger sample size of a healthy population as a control. Moreover, the establishment of more reliable diagnostic scoring criteria will serve as a basis for obtaining accurate MHE incidence and formulating diagnosis and treatment strategies in cirrhotic populations.
9.Clinical features of POEMS syndrome initially diagnosed as pulmonary hypertension
Hong LIU ; Wenhui WU ; Hongling QIU ; Cijun LUO ; Huiting LI ; Rong JIANG ; Jing HE ; Sugang GONG ; Jinming LIU ; Lan WANG ; Qinhua ZHAO
Chinese Journal of General Practitioners 2023;22(9):915-920
Objective:To analyze the clinical characteristics, diagnosis and treatments of patients with POEMS syndrome initially diagnosed as pulmonary hypertension (PH).Methods:Clinical data of 7 patients who were initially diagnosed as PH and finally diagnosed as POEMS syndrome in Shanghai Pulmonary Hospital from May 2013 to November 2021 were retrospectively reviewed. Clinical manifestations, laboratory tests, echocardiography, hemodynamic findings, treatment and prognosis of patients were analyzed.Results:Seven patients, including 4 males and 3 female, aged (55±9) (44-62) years were presented with elevated pulmonary artery pressure by echocardiography at admission. Chest tightness and shortness of breath (7/7), fatigue (6/7) and lower limb edema (4/7) were the most common symptoms in the first-episode. Meanwhile, patients also presented symptoms associated with POEMS syndrome, including multiple peripheral neuropathy (7/7), multiserosal cavity effusion (6/7), organomegaly (5/7), skin changes (5/7), and endocrine lesions (4/7). Serum levels of vascular endothelial growth factor (VEGF) were significantly increased in all patients. The pulmonary arterial systolic blood pressure was (66±21)mmHg (1 mmHg=0.133 kPa) estimated by echocardiography. Six patients underwent right heart catheterization and significantly increased mean pulmonary artery pressure((35±9) mmHg) was confirmed; and their pulmonary vascular resistance was (4.00±2.10) Wood U. All patients received corresponding treatment for POEMS syndrome. The excise tolerance was improved in 5 patients after successful treatment with stable or reversed WHO functional class. One patient received hemodialysis treatment for uncontrolled POEMS. One patient died during follow-up. The echocardiography was followed up in 4 patients, and 2 of whom had a complete reversal of PH, 1 had a partial reversal, and 1 had not yet reversed.Conclusions:In patients with PH who have multisystem manifestations, such as multiple peripheral neuropathy, multiserosal cavity effusion, organomegaly and skin changes, POEMS syndrome should be considered, and proper and active treatment of POEMS may reverse PH and improve the prognosis of patients.
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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