1.Comparison of the diagnostic value of ultrasound-derived fat fraction, controlled attenuation parameter, and hepatic/renal ratio in the grading of hepatic steatosis in metabolic associated fatty liver disease
Xinge CAO ; Yali ZHANG ; Lizhuo JIA ; Jianghong CHEN ; Yi DONG
Journal of Clinical Hepatology 2025;41(9):1788-1794
ObjectiveTo investigate the diagnostic accuracy and grading capability of ultrasound-derived fat fraction (UDFF), controlled attenuation parameter (CAP), and hepatic/renal ratio (HRR) in assessing hepatic steatosis in metabolic associated fatty liver disease (MAFLD) with magnetic resonance imaging-proton density fat fraction (MRI-PDFF) as the gold standard. MethodsA total of 150 patients with MAFLD who attended The First Hospital of Hebei Medical University from January 2023 to December 2024 were enrolled, and 148 healthy volunteers were recruited. All subjects underwent MRI-PDFF, UDFF, CAP, and HRR examinations. Hepatic steatosis was graded based on MRI-PDFF (S0:148 cases; S1:92 cases; S2:21 cases; S3:37 cases), and the MAFLD patients with different grades of hepatic steatosis were compared in terms of UDFF, CAP, HRR, and clinical features. A one-way analysis of variance was used for comparison of normally distributed continuous data between multiple groups and the Tukey HSD test was used for further comparision between two groups; the Kruskal-Wallis H test was used for comparison of non-normally distributed continuous data between multiple groups, and the Mann-Whitney U test was used for further comparison between two groups; the chi-square test was used for comparison of categorical data between groups. The Spearman correlation analysis was used to investigate the correlation between UDFF, CAP, HRR, and MRI-PDFF in different grades of MAFLD; the receiver operating characteristic (ROC) curve was used to investigate the efficacy of UDFF, CAP, and HRR in the diagnosis of different degrees of hepatic steatosis in MAFLD; the Bland-Altman difference plot was used to analyze the consistency between UDFF and MRI-PDFF in different degrees of hepatic steatosis in MAFLD. ResultsUDFF measurement gradually increased with the increase in the grade of fatty liver (H=201.52,P0.001). The Spearman correlation analysis showed that there was a strong correlation between any two indicators of UDFF, CAP, HRR, and MRI-PDFF in S1, S2, and S3 MAFLD (all P0.001), with the strongest correlation between UDFF and MRI-PDFF (rs1=0.884,rs2=0.962,rs3=0.929, all P0.001). The ROC curve analysis showed that UDFF had a larger area under the ROC curve (AUC) than CAP and HRR in the graded diagnosis of S1 and S3 (all P0.05), while in the diagnosis of S2 MAFLD, UDFF had a significantly larger AUC than HRR (P0.05) and a similar AUC to CAP (P0.05). The Bland-Altman difference plot showed good consistency between UDFF and MRI-PDFF in different degrees of hepatic steatosis in MAFLD. ConclusionCompared with CAP and HRR, UDFF can accurately measure liver fat content and has good efficacy in identifying varying degrees of hepatic steatosis in MAFLD.
2.Analysis of menstrual conditions and influencing factors in 281 women infected with COVID-19
Rui YANG ; Danping CHEN ; Xiaojie ZHANG ; Wenjie TANG ; Xin XIA ; Yingjuan CHEN ; Jiaying XUE ; Jianghong XU
Shanghai Journal of Preventive Medicine 2024;36(6):582-588
ObjectiveTo investigate the menstrual conditions of women infected with COVID-19 in Shanghai and analyze the influencing factors. MethodsFrom December 2022 to March 2023, menstrual data from 281 women infected with COVID-19 in Shanghai were collected with a questionnaire survey, including usual menstrual characteristics, the most recent menstrual period post-infection, symptoms of infection, and medication usage. According to the crossover period between the menstrual period and the infection period of the respondents, the samples were divided into two groups for comparative analysis: those whose menstrual and infection periods overlapped (positive group) and those whose menstruation started after conversion to virus-negative (negative conversion group). ResultsAmong the 281 respondents, 196 (65.8%) experienced menstrual changes. Among them, 145 (51.6%) had changes in menstrual volume, color and texture, and 109 (38.8%) had changes in menstrual duration or cycle. Decreased menstrual volume (22.1%), darker color (23.49%), thicker texture (21.0%), increased blood clots (16.7%), and prolonged duration (21.8%) were observed in both groups. The rate of changes in menstrual volume, color, and texture was higher in the positive group (56.8%, 69/110) than that in negative group (37.3%, 76/171) (P<0.05). Regarding the menstrual cycle changes, the rate of early onset was higher in the positive group (14.5%) compared to the negative conversion group (3.5%)(P<0.05), while the rate of delayed menstruation was higher in the negative conversion group (25.1%) than that in the positive group (5.5%) (P<0.05). Correlation analysis showed a weak association between sore throat and menstrual changes (r=0.154, P<0.05). ConclusionSome women infected with COVID-19 experience short-term changes in their menstrual conditions, characterized by reduced volume, darker color, thick texture, increased clots, and prolonged menstrual duration, reflecting a pathogenesis of blood stasis. Menstruation during the infection period tends to occur earlier, while delayed menstruation is more prevalent at post-conversion.
3.Clinical characteristics and prognostic analysis of systemic lupus erythematosus combined with thrombotic microangiopathy in children
Jianghong DENG ; Xuanyi LIU ; Shipeng LI ; Fengqiao GAO ; Weiying KUANG ; Junmei ZHANG ; Xiaohua TAN ; Chao LI ; Yuan XUE ; Caifeng LI
Chinese Journal of Applied Clinical Pediatrics 2024;39(9):666-671
Objective:To analyze the clinical characteristics of children with systemic lupus erythematosus (SLE) combined with thrombotic microangiopathy (TMA), and clarify the clinical outcomes and related risk factors of pediatric patients through their treatment and follow-up.Methods:This was a single-center retrospective case-control study. Children diagnosed with SLE combined with TMA between January 2017 and January 2023 at Beijing Children′s Hospital, Capital Medical University, were selected as the TMA group, and SLE children without TMA were selected as the control group.According to the prognosis, children in the TMA group were further divided into the good prognosis group and the poor prognosis group.The data of the children were collected, including age, gender, SLE disease activity, clinical presentations at the time of diagnosis and at the time of thrombosis, laboratory examinations, treatment strategies, prognosis, and follow-up results.The chi-square test and Z-test were used for comparison of count data.The t-test was used for comparison of metrological pairing data.The Fisher′s exact test was used to compare the differences between the 2 groups in categorical variables.The univariate Logistic regression was used to analyze the risk factors of poor prognosis. Results:There were 29 cases in the TMA group, and the incidence of TMA accounted for 2.53% of SLE patients; 33 cases were in the control group.The age at diagnosis of TMA was 13 years and 5 months (ranging from 9 years, 1 month and 5 days to 17 years and 4 months).The common clinical manifestations in order of prevalence were renal involvement (28 cases, 96.55%), hematologic involvement (26 cases, 89.66%), serous effusion (17 cases, 58.62%), rash (13 cases, 44.82%), and neurologic involvement (12 cases, 41.38%).Pleurisy or pericarditis, renal involvement and neurological involvement occurred more often in the TMA group than in the control group (17 cases vs.3 cases, 28 cases vs.10 cases, 12 cases vs.3 cases), and the TMA group showed less facial rash and arthritis than the control group (13 cases vs.25 cases, 4 cases vs.17 cases), and the differences were statistically significant (all P<0.05).The Systemic Lupus Erythematosus Disease Activity Index score in the TMA group [(24.14±9.42) scores] was significantly higher than that in the control group [(10.18±9.42) scores], and the difference was statistically significant ( t=3.233, P<0.05).The hemoglobin level, platelet count, and complement C3 level of the children in the TMA group were significantly lower than those in the control group, whereas the double stranded DNA antibody, lactate dehydrogenase, D-dimer, urea, creatinine, ferritin level, and urine protein quantitation were significantly higher than those in the control group, and the differences were statistically significant (all P<0.05).In the TMA group, 5 cases had decreased ADAMTS13 activity, and 5 cases had significantly increased complement C5b9.A total of 15 cases (51.72%) in the TMA group underwent renal biopsy, and 13 of them had combined renal TMA.In the TMA group, 28 patients (96.6%) received hormone therapy, 17 patients received plasma exchange, and 12 patients were treated with immunosuppressants and biologics; 19 patients (65.5%) improved, and 10 patients (34.5%) gave up the treatment due to deterioration of the disease.The urea level and peripheral blood fragmented erythrocyte rate in the good prognosis group were significantly lower than those in the poor prognosis group [(13.18±4.39) mmol/L vs.(21.16±10.14) mmol/L, t=2.975, P=0.006; 8/17 (47.06%) vs.7/7 (100%), χ2=5.929, P=0.015].The univariate Logistic regression analysis showed that the fragmented erythrocyte, ADAMTS13 activity and urea were the independent risk factors for poor prognosis (all P<0.05). Conclusions:SLE patients with moderate-to-severe disease activity, especially children with hemolytic anemia, thrombocytopenia, and renal dysfunction as prominent manifestations, should be alert to the risk of TMA.Early diagnosis and treatment are crucial.
4.Classification research of TCM pulse conditions based on multi-label voice analysis
Haoran Shen ; Junjie Cao ; Lin Zhang ; Jing Li ; Jianghong Liu ; Zhiyuan Chu ; Shifeng Wang ; Yanjiang Qiao
Journal of Traditional Chinese Medical Sciences 2024;11(2):172-179
Objective:
To explore the feasibility of remotely obtaining complex information on traditional Chinese medicine (TCM) pulse conditions through voice signals.
Methods:
We used multi-label pulse conditions as the entry point and modeled and analyzed TCM pulse diagnosis by combining voice analysis and machine learning. Audio features were extracted from voice recordings in the TCM pulse condition dataset. The obtained features were combined with information from tongue and facial diagnoses. A multi-label pulse condition voice classification DNN model was built using 10-fold cross-validation, and the modeling methods were validated using publicly available datasets.
Results:
The analysis showed that the proposed method achieved an accuracy of 92.59% on the public dataset. The accuracies of the three single-label pulse manifestation models in the test set were 94.27%, 96.35%, and 95.39%. The absolute accuracy of the multi-label model was 92.74%.
Conclusion
Voice data analysis may serve as a remote adjunct to the TCM diagnostic method for pulse condition assessment.
5.Regulation mechanism of bromodomain-containing protein 2 for antitumor immunity
Cheng ZHANG ; Yuanyuan LI ; Ailing LI ; Jianghong MAN
Military Medical Sciences 2024;48(5):355-361
Objective To investigate the effect and mechanism of bromodomain-containing protein 2(BRD2)on regulation of antitumor immunity,and to explore a novel target for immunotherapy.Methods The REMBRANDT glioma database and GlioVis and TIMER websites were used to compare the expression levels of BRD2 in tumor tissues and normal ones.The correlations between BRD2 expression levels and the prognosis of patients with glioblastoma multiforme(GBM)and those between BRD2 expression levels and immune cell infiltration in GBM were studied.The interference plasmid targeting the BRD2 gene was constructed.The lentivirus was packaged and used to infect murine glioma cells GL261.The positive cells were screened with blasticidin for 6 days,and the expression level of BRD2 protein was detected by Western blot.The CellTiter-Glo kit was used to detect the cell viability of GL261 cells after BRD2 knockdown,which were transplanted into the subcutaneous tissue of C57BL/6J mice to form subcutaneous tumors.The tumor volume was measured periodically.Twenty-eight days after tumor inoculation,the tumors were removed and tumor cells isolated.The infiltration of CD8+T cells within the subcutaneous tumor tissue was analyzed using flow cytometry and immunohistochemistry.Results BRD2 was highly expressed in a variety of tumor tissues.The prognosis of glioma patients with high BRD2 expressions was poor,and the BRD2 expression level was negatively correlated with CD8+T cell infiltration in the tumor.The growth rate of subcutaneously transplanted GL261 tumor cells after BRD2 knockdown was decelerated,and the infiltration level of CD8+T cells in subcutaneous tumor tissue was increased.Conclusion BRD2 over-expression inhibits the infiltration of CD8+T cells in GBM tumors and promotes the growth of tumors.
6.The classification performance of MMV-Net model for benign and malignant masses on X-ray mammography using deep learning
Jiahao LI ; Jiahe BAI ; Jie LAN ; Haixia LI ; Yan ZHANG ; Jianghong SUN
Practical Oncology Journal 2024;38(3):179-183
Objective The MMV-Net,a deep learning framework based on mammogram multiple views,was constructed to evaluate the classification performance of the model for benign and malignant masses.Methods A retrospective analysis was conduc-ted on a dataset of 1 585 breast X-ray images from Harbin Medical University Cancer Hospital from 2018 to 2020,including 806 be-nign cases and 779 malignant cases.The dataset was divided into the training set(n=1268)and the test set(n=317)according to an 8∶2 ratios,and the training set was stratified according to the 5-fold cross validation.The integrated DDSM dataset and INBreast dataset were used as external test sets(n=1645)to evaluate the model performance.Each case in the input layer contained 4 views.The MMV-Net model was constructed by removing the last two layers of the ResNet22 network structure and adding an average poo-ling layer as the feature extraction layer,as well as fully connection layer and softmax activation function as the decision layers.Bayes-ian hyperparameter optimization was used.The performance of MMV-Net,MFA Net,and ensemble inception V4 models in AUC val-ues,accuracy,precision,recall and F1 scores were compared.Results The AUC values of MMV-Net model for distinguishing benign and malignant masses on the test set were 0.913,0.882 for MFA-Net,and 0.865 for inception V4.The accuracy and precision evalu-ation metrics of the MMV-Net model were also higher than the other two models.Conclusion The deep learning MMV-Net model based on multiple views of mammogram is helpful for the classification of benign and malignant breast masses.
7.Health literacy status and influencing factors of postoperative lung cancer patients
Xiuli MA ; Jianping ZHANG ; Jianghong GUO
Chinese Journal of Modern Nursing 2024;30(29):4019-4024
Objective:To explore the current situation and influencing factors of health literacy of postoperative lung cancer patients, so as to provide a basis for the development of relevant interventions.Methods:Using the convenient sampling method, a total of 200 postoperative lung cancer patients who came to Shanxi Provincial Cancer Hospital for follow-up from March to November 2023 were selected as the research objects. The survey was conducted using Health Literacy Management Scale (HeLMS), Family APGAR Index and Connor-Davidson Resilience Scale (CD-RISC). Multiple linear regression analysis was used to analyze the influencing factors.Results:In this study, a total of 200 questionnaires were sent out and 186 were valid, with an effective recovery rate of 93%. The total scores of HeLMS, CD-RISC and Family APGAR Index were (73.11±19.12), (48.46±10.72) and (5.07±2.82) in 186 postoperative lung cancer patients. Age, education level, complicity of other chronic diseases, psychological resilience and family care were the factors influencing health literacy of postoperative lung cancer patients ( P<0.05), which could explain 32.8% of the variation. Conclusions:Clinical medical staff should pay more attention to patients with postoperative lung cancer patients who are older, less educated and not complicated with other chronic diseases, and take certain intervention measures to improve the degree of family care and psychological resilience of patients, so as to improve the health literacy of patients.
8.Functional dyspepsia treated with WangShiBaoChiWan: a randomized, double-blind, parallel-controlled, multicenter clinical study
Huiyun ZHU ; Xiaoyang DONG ; Jianguo XIAO ; Xiangpeng HU ; Shengbao LI ; Jianlin REN ; Jianghong LING ; Guoxiong ZHOU ; Xi CHEN ; Xiaohua HOU ; Shengsheng ZHANG ; Jianting CAI ; Duowu ZOU ; Yanqing LI ; Bin CHENG ; Xiaoyan WANG ; Zhaoshen LI ; Yiqi DU
Chinese Journal of Digestion 2023;43(12):834-840
Objective:To compare the efficacy and safety between WangShiBaoChiWan and mosapride in the treatment of functional dyspepsia (FD).Methods:From September 2019 to September 2020, patients with postprandial fullness and early satiation who met the Rome Ⅳ criteria for FD diagnosis were enrolled from 15 hospitals, including the First Affiliated Hospital of Naval Medical University (Shanghai Changhai Hospital), Beijing Traditional Chinese Medicine Hospital Affiliated to Capital Medical College. The subjects were randomly divided into WangShiBaoChiWan (experimental) group and mosapride (control) group in the ratio of 1∶1. The treatment regimens were WangShiBaoChiWan+ mosapride simulator, WangShiBaoChiWan simulator+ mosapride, respectively with a treatment period of 2 weeks. The primary efficacy outcome was the improvement rates of main symptoms before and after treatment, the secondary efficacy primary efficacy outcome was the total clinical effective rate and the change of the single symptom score. And the safety indicator included adverse events. Independent sample t-test, paired t-test and chi-square test were used for statistical analysis. Results:A total of 251 FD patients were enrolled in the full analysis set, including 124 in the experimental group and 127 in the control group; 241 FD patients were in the per-protocol analysis set, including 117 in the experimental group and 124 in the control group. The analysis of per-protocol analysis set showed that the improvement rates of the main symptoms of the experimental group and the control group were (66±29)% and (60±30)%, respectively, and the difference was not statistically significant ( P>0.05). The improvement rate of the main symptoms of the experimental group reached 117% of that of the control group, which exceeded the expected non-inferiority standard of 80%. The total clinical effective rates of the experimental group and the control group were 76.07% (89/117) and 75.81% (94/124), respectively, and the difference was not statistically significant ( P>0.05). The results of full analysis set showed that the incidence of adverse events of the experimental group and the control group was 1.62% (2/124) and 1.57% (2/127), respectively, and the difference was not statistically significant ( P>0.05). There were no serious adverse events in the two groups. Conclusion:The improvement rate of the main symptoms of WangShiBaoChiWan is not inferior to that of mosapride in the treatment of FD, and it has good safety.
9.Clinical characteristics of 86 children with Beh?et′s disease
Chao LI ; Caifeng LI ; Weiying KUANG ; Jianghong DENG ; Jiang WANG ; Junmei ZHANG ; Xiaohua TAN ; Shipeng LI
Chinese Journal of Rheumatology 2023;27(4):225-229
Objective:To analyze the clinical characteristics of pediatric patients with Beh?et′s disease.Methods:The clinical characteristics of 86 newly diagnosed children with Beh?et′s disease admitted to the rheumatology department of Beijing Children′s Hospital from July 2015 to December 2020 were analyzed retrospectively. Statistical product and service solutions (SPSS) 26 was used for statistical analysis. The normal distribution of measurement data is expressed in Mean± SD, and the non normaldistribution of measurement data was expressed in median(minimum, maximum). The counting data was expressed in frequency (cases) and percentage. Results:There was no gender difference in the incidence of Beh?et′s disease in 86 children.The age of onset was 0.1~15.9 years, with an average of (7±4) years, and the age of diagnosis was 1.3~16.6 years, with an average of (10±4) years.The course of disease from onset to diagnosis was 0.5~168 months, with a median course of 21 months. Among 86 cases, 52 cases (60.5%) showed the most common oral ulcer at the onset, followed by 19 cases (22.1%) with fever. In terms of clinical manifestations: the most common clinical manifestation was oral ulcer in 82 cases (95.3%), followed by fever in 58 cases (67.4%), and gastrointestinal symptoms in 44 cases (51.2%). The common manifestation of digestive system involvement was abdominal pain and diarrhea. Ten cases (11.6%) had ocular symptoms, 13 cases (15.3%) had vascular involvement, and 3 cases (3.5%) had pulmonary involvement. Fourteen cases (16.2%) had family history. Fourty seven patients (54.7%) had elevated leukocyte, 65 patients (75.6%) had elevated CRP and 72 patients (83.7%) had elevated ESR.Conclusion:Beh?et′s disease in children is usually insidious in onset and infants may suffer from this disease. Oral ulcer is the most common clinical manifestation, followed by fever. For patients with fever of unknown cause, Beh?et′s disease should be noted. In terms of involvement of important organs, digestive tract involvement is more common in childhood, followed by large blood vessels and eyes.
10.Design and practice of China Northwest General Population Cohort
Shaonong DANG ; Jianghong DAI ; Yuhong ZHANG ; Xinhua WANG ; Fuchang MA ; Hong YAN
Chinese Journal of Epidemiology 2023;44(1):14-20
The prevention and control of chronic and non-communicable diseases is an important public health problem in China. The general environment in the northwestern China is unique, and the health and disease status of local population is distinctive. In order to meet the urgent need for in-depth research of the causes, mechanisms and prognosis of chronic and non-communicable diseases in this area, a general population cohort in Shaanxi Province, Gansu Province and Qinghai Province, Ningxia Hui Autonomous Region and Xinjiang Uygur Autonomous Region was established during 2017-2019. A total of 117 644 general individuals aged 35-74 years in the multi-ethnic groups (Han, Hui, Uygur, Kazak and Tibetan) were recruited according to the special ecological environment, population size and ethnic distribution. The baseline information about individual exposure, environment and society were collected. More than 900 000 biological samples, including whole blood, plasma, serum and buffy coat, were collected and stored at -80 ℃ in standardized biobank. The long-term observation has started in forms of routine monitoring and active follow-up. The average age of the cohort members was 52.43 years, and 70 391 cohort members were women (59.8%). There were some differences in socio-economic status and lifestyle among different ethnic groups. Although the cohort members in different ethnic groups had similar health status, different characteristics still existed. The cohort can serve as a platform for in-depth research of the relationship between major chronic and non-communicable diseases and environment, people's lifestyle and genetic factors, and the research results can be used as important epidemiological evidence for clarifying the causes of chronic and non-communicable diseases and long-term health hazards in different ethnic groups in this area and reference for the national chronic and non-communicable disease prevention and control. This paper briefly introduces the design and practice of general population cohort in northwestern China.


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