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.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.
3.Clinical Characteristics and Treatment of Blau Syndrome in Chinese Children-a National Multicenter Study
Junmei ZHANG ; Xiaozhen ZHAO ; Xuemei TANG ; Yi'nan ZHAO ; Li LI ; Fengqiao GAO ; Xinwei SHI ; Yanliang JIN ; Yu ZHANG ; Lanfang CAO ; Wei YIN ; Jihong XIAO ; Weiying KUANG ; Jianghong DENG ; Jiang WANG ; Xiaohua TAN ; Chao LI ; Shipeng LI ; Haiyan XUE ; Cuihua LIU ; Xiaohui LIU ; Dongmei ZHAO ; Yuqing CHEN ; Wenjie ZHENG ; Caifeng LI
JOURNAL OF RARE DISEASES 2022;1(3):252-258
4.Two cases of sporadic severe food-borne botulism
Dongdong XUE ; Ximei LI ; Jianghong CAO ; Feifei YANG ; Lili ZHU ; Qingmei GONG
Chinese Journal of General Practitioners 2022;21(10):975-977
Two female patients with acute onset of sporadic food-borne botulism are reported. Both patients presented cranial nerve palsy symptoms and rapidly involving respiratory muscles causing respiratory failure. The tracheal intubation, mechanical ventilation and active supportive measures were given at admission. The skull imaging and cerebrospinal fluid examination were negative, and the electromyography showed peripheral motor nerve damage. One patient was complicated with severe pneumonia. The botulinum toxin test was positive, and botulism poisoning was diagnosed. After early targeted treatment, patients were improved and discharged. Both patients had no complications and recurrence after discharge in 8 months of follow-up.
5.Analysis of Moral Psychology of Contemporary Medical Professionals in China:Based on Network Medical Negative Incidents
Weiling CAO ; Jianghong DU ; Guanghui NIE
Chinese Medical Ethics 2017;30(10):1232-1236
Problems such as frequent medical disputes and lack of mutual trust between doctors and patients re -quire us to pay more attention to the medical professionals ' moral ethics practice .By means of deepening the un-derstanding of medical professionals ' moral psychology , it expected to promote medical ethics education and medi-cal management smoothly , meanwhile , alleviate medical disputes .This paper analyzed medical professionals ' com-ments on the Selfie in Operating Room Incident using a qualitative study .By analyzing their moral psychology be-hind these comments , it depicted three mental representations of medical professionals ' ethics practice , namely conflict,responsibility and concerns .
6.The molecular characteristics and virulence factor of Methicillin-resistant Staphylococcus aureus isolatedfrom pediatric patients
Jianghong CAO ; Guanghui LI ; Xiaogang XU ; Demei ZHU ; Di QU ; Chuanqing WANG ; Hong ZHANG ; Weichun HUANG
Chinese Journal of Infectious Diseases 2012;30(7):391-397
Objective To investigate the molecular characteristic,the virulence factors and antimicrobial resistance of Methicillin-resistant Staphylococcus aureus (MRSA) isolated from pediatric patients.Methods Ninety-eight non-duplicate strains of and 49 non-duplicate strains of Methicillinsusceptible Staphylococcus aureus (MSSA) isolated from the three children's hospitals in Shanghai in 2008 were investigated.Panton-valentine leukocidin (PVL) gene was detected by polymerase chain reaction (PCR).The genotypes of staphylococcal cassette chromosome mec (SCCmec) of the MRSA isolates were confirmed by multiplex PCR.The sequence type (ST) of each strain was determined by multilocus sequence typing (MLST),and the algorithm eBURST was used to identify groups of clonal complex (CC).The minimal inhibitory concentrations (MIC) of fourteen antibiotics for all isolates were determined by agar dilution method.Results Among 98 isolates of MRSA,the positive rate of PVL genes was 6.1% (6/98).In contrast,the positive rate of PVL genes was 4.1% (2/48) of the MSSA strains.Among 98 isolates of MRSA,4.1% (4/98),23.5% (23/98),53.0% (52/98) and 15.3% (15/98) of the strains harboured SCCmec types Ⅱ,Ⅲ,Ⅳ and Ⅴ,respectively. The remaining four isolates (4.1 %) presented a unique SCCmec pattern that could not be classified to any known types by the employed typing assays.Combining the ST and SCCmec type,the predominant clones were ST59-SCCmec Ⅳ (30 strains) and ST239-SCCmec Ⅲ (23 strains),followed by ST5-SCCmecⅣ and ST1-SCCmecⅣ (8 strains for each clone),ST239-SCCmec Ⅴ (6 strains),ST88-SCCmecⅤ (5 strains),ST5 SCCmecⅡ (4 strains),ST59-SCCmec Ⅴ (3 strains),ST8-SCCmecⅣ and ST88-SCCmecⅣ (2 strains for each clone),ST22-SCCmecⅣ,ST910-SCCmecⅣ and S45-SCCmec Ⅴ (1 strain for each clone),eBURST analysis distributed the MRSA isolates into several CC.ST8 and ST239 belonged to ST8 CC,ST1 belonged to ST15 CC,ST910 belonged to ST 30 CC,ST59,ST5,ST88,ST45,ST22,ST9 and ST7 were the origin of their own CC.The results of MIC showed that the 67 strains of MRSA harboring SCCmec type Ⅳ or SCCmec type Ⅴ were more susceptible to various non-β-lactam antibiotics than 27 strains of MRSA harboring SCCmec type Ⅱ or SCCmec type Ⅲ,and no vancomycin-resistant strain was found.Conclusions In three children's hospitals in Shanghai,the PVL gene-positive rate of MRSA isolates is relatively low,SCCmec type Ⅳ and SCCmec type Ⅴ could spread among hospitals to cause a small scale epidemic and have a variety of ST.
7.The value of APACHE Ⅱ to predict the outcome of the patients with severe neurologic diseases
Yingying SU ; Hongliang LI ; Guihua CAO ; Dongyu WANG ; Jianghong LIU ; Xianling WANG
Chinese Journal of Neurology 2008;41(4):258-261
Objective To explore the reliability of acute physiology and chronic health evaluation Ⅱ(APACHE Ⅱ)to evaluate the severity of the neurologic diseases and its accuracy to predict the outcome of patients with these diseases.Metllods Four hundred and four consecutive patients with severe neurologic diseases between 2005 and 2006 were enrolled to obtain the APACHE Ⅱ scores at 0.24,48,72 h after admission to neurointensive care unit.Results The APACHE Ⅱ scores were positively associated with the outcome of the patients with severe neurologic diseases.The higher score corresponded with the higher mortality rate.The areas under the receiver operating characteristic curves of APACHE Ⅱ to predict the outcome was 0.866(95% CI 0.824 to 0.907.P=0.000).The optimal cutoff of APACHE Ⅱ scores to predict the outcome was 17 scores with the sensitivity of 76.7%and the specificity of 78.7%.The predictive chance that was mostly associated with the outcome was 72 h after admission in logistic regression model (x2=137.345,P=0.000,correct class%=85%).The factors that were the most statistically associated with the outcome in the 14 parameters of APACHE Ⅱ were GCS score,heart rate,serum creatinine,body temperature and WBC count.Conelusion APACHE Ⅱ favorably reflects the severity of the neurologic diseases and reliably and accurately predicts the prognosis of the patients.


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