1.Application of three-dimensional fluid-attenuated inversion recovery sequence using artificial intelligence-assisted compressed sensing technique in intravenous gadolinium contrast-enhanced magnetic resonance imaging of inner ear
Kai LIU ; Jian WANG ; Huaili JIANG ; Shujie ZHANG ; Di WU ; Xinsheng HUANG ; Mengsu ZENG ; Menglong ZHAO
Chinese Journal of Clinical Medicine 2025;32(2):212-217
Objective To investigate the value of artificial intelligence-assisted compressed sensing (ACS) technology for intravenous gadolinium contrast-enhanced magnetic resonance imaging of the inner ear using three-dimensional fluid-attenuated inversion recovery (3D-FLAIR) sequence. Methods The patients received gadolinium contrast-enhanced magnetic resonance imaging using ACS and united compressed sensing (uCS) 3D-FLAIR at Zhongshan Hospital, Fudan University from January to November 2024 were prospectively enrolled. The repetition time was 16 000 ms, and acquisition time was 6 min 40 s and 10 min 24 s in ACS 3D-FLAIR and uCS 3D-FLAIR, respectively. The images on the two sequences were evaluated independently by two radiologists. The image quality of the two sequences was subjectively evaluated and compared. The signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR) were compared between the two sequences. The grading consistencies using two sequences and between the two doctors were analyzed. Results There was no statistically difference in subjective score of image quality between the two sequences. SNR and CNR of the ACS 3D-FLAIR sequence were significantly higher than those of the uCS 3D-FLAIR sequence (P<0.001). The kappa values of grades of cochlear and vestibular endolymphatic hydrops were 0.942 and 0.888 using two sequences (P<0.001). The kappa values of grades of cochlear and vestibular endolymphatic hydrops using the ACS 3D-FLAIR sequence between the two doctors were 0.784 and 0.831, respectively (P<0.001); the kappa values of grades of cochlear and vestibular endolymphatic hydrops using uCS 3D-FLAIR sequence between the two doctors were 0.725 and 0.756, respectively (P<0.001). Conclusions ACS 3D-FLAIR could provide higher SNR and CNR than uCS 3D-FLAIR, and is more suitable for intravenous gadolinium contrast-enhanced magnetic resonance imaging of the inner ear; the endolymphatic hydrops grades using ACS 3D-FLAIR is similar to use uCS 3D-FLAIR.
2.Relationship between sleep status and occasional hypertension in preschool children in three provinces in the middle and lower reaches of the Yangtze River in China
Xiaolei DUAN ; Longbing HU ; Yali WANG ; Juan TONG ; Peng DING ; Menglong GENG ; Shuman TAO ; Fangbiao TAO ; Xiaoyan WU
Chinese Journal of Preventive Medicine 2024;58(2):208-212
Objective:To understand the prevalence of occasional hypertension in preschool children in three provinces in the middle and lower reaches of the Yangtze River in China, and analyze the relationship between their sleep status and occasional hypertension.Methods:From October to November 2017, a total of 24 842 preschool children from 109 kindergartens in 11 cities in Hubei, Anhui and Jiangsu provinces were selected by intentional sampling method. A self-made questionnaire was used to collect basic information about the subjects, and the sleep status data was collected by the Children′s Sleep Habits Questionnaire. Physical examinations were performed on the subjects, and height, weight and blood pressure were measured on-site. The difference in occasional hypertension detection rate among preschool children with different characteristics was compared, and the correlation between sleep status and occasional hypertension detection rate was analyzed by the multivariate logistic regression model.Results:The age of the subjects was (4.4±1.0) years, including 12 729 boys (51.2%). The prevalence of occasional hypertension was 31.8% (7 907/24 842). The prevalence of occasional hypertension among preschool children in three provinces of the middle and lower reaches of the Yangtze River was 31.8%. There were statistically significant differences in the detection rate of occasional hypertension among preschool children of different genders, age groups, family residence, family economic status and parents′ education level (all P values<0.05). The detection rate of occasional hypertension in children with less than 10 hours of sleep was higher than those with sufficient sleep, and the difference was statistically significant ( P<0.05). The results of multivariate logistic regression analysis showed that after adjusting for factors such as gender, age, family residence, family economic status, parental education level, parental smoking history, and physical constitution, the ORs (95% CI) for less than 10 hours of sleep, turning on the lights while sleeping, and poor sleep quality were 1.09 (1.03-1.15), 1.17 (1.07-1.28) and 1.04 (0.91-1.18), respectively, compared with the corresponding reference group. Conclusion:The detection rate of occasional hypertension is high in preschool children in the middle and lower reaches of the Yangtze River and there is a positive correlation between insufficient sleep and turning on the light when sleeping and occasional hypertension in preschool children.
3.Relationship between sleep status and occasional hypertension in preschool children in three provinces in the middle and lower reaches of the Yangtze River in China
Xiaolei DUAN ; Longbing HU ; Yali WANG ; Juan TONG ; Peng DING ; Menglong GENG ; Shuman TAO ; Fangbiao TAO ; Xiaoyan WU
Chinese Journal of Preventive Medicine 2024;58(2):208-212
Objective:To understand the prevalence of occasional hypertension in preschool children in three provinces in the middle and lower reaches of the Yangtze River in China, and analyze the relationship between their sleep status and occasional hypertension.Methods:From October to November 2017, a total of 24 842 preschool children from 109 kindergartens in 11 cities in Hubei, Anhui and Jiangsu provinces were selected by intentional sampling method. A self-made questionnaire was used to collect basic information about the subjects, and the sleep status data was collected by the Children′s Sleep Habits Questionnaire. Physical examinations were performed on the subjects, and height, weight and blood pressure were measured on-site. The difference in occasional hypertension detection rate among preschool children with different characteristics was compared, and the correlation between sleep status and occasional hypertension detection rate was analyzed by the multivariate logistic regression model.Results:The age of the subjects was (4.4±1.0) years, including 12 729 boys (51.2%). The prevalence of occasional hypertension was 31.8% (7 907/24 842). The prevalence of occasional hypertension among preschool children in three provinces of the middle and lower reaches of the Yangtze River was 31.8%. There were statistically significant differences in the detection rate of occasional hypertension among preschool children of different genders, age groups, family residence, family economic status and parents′ education level (all P values<0.05). The detection rate of occasional hypertension in children with less than 10 hours of sleep was higher than those with sufficient sleep, and the difference was statistically significant ( P<0.05). The results of multivariate logistic regression analysis showed that after adjusting for factors such as gender, age, family residence, family economic status, parental education level, parental smoking history, and physical constitution, the ORs (95% CI) for less than 10 hours of sleep, turning on the lights while sleeping, and poor sleep quality were 1.09 (1.03-1.15), 1.17 (1.07-1.28) and 1.04 (0.91-1.18), respectively, compared with the corresponding reference group. Conclusion:The detection rate of occasional hypertension is high in preschool children in the middle and lower reaches of the Yangtze River and there is a positive correlation between insufficient sleep and turning on the light when sleeping and occasional hypertension in preschool children.
4.Progress of Biomarkers to Predict Response to Immune Checkpoint Inhibitors in Microsatellite Stability Colorectal Cancer
Zhiqiang WANG ; Shuai DONG ; Menglong LI ; Rui LIANG
Cancer Research on Prevention and Treatment 2023;50(2):186-190
The exploration of biomarkers predicting response to immune checkpoint inhibitors in microsatellite stability colorectal cancer can enable more patients to benefit from immunotherapy. Tumor mutational burden (TMB), POLE/POLD1 mutation, CMS classifications, MGMT methylation, and other indicators own the potential and value of predicting response to immune checkpoint inhibitors in microsatellite stability colorectal cancer. In this paper, we reviewed the related research on predictive biomarkers of immune checkpoint inhibitors in microsatellite stability colorectal cancer, provide a reference for the best treatment strategy for microsatellite stability colorectal cancer.
5.Effects of different time point rolling massager on inflammation in rabbits with skeletal muscle injury
Huitian XUE ; Lanlan WANG ; Menglong SUN ; Bo HUANG ; Lei RUAN ; Liang PENG
International Journal of Traditional Chinese Medicine 2023;45(4):433-438
Objective:To observe the effects of rolling method massager on local tissue morphology, tissue and serum TNF-α and IL-1β in rabbits with skeletal muscle injury at different time points; To investigate the mechanism of temporal effect of rolling method action on skeletal muscle injury.Methods:Totally 72 New Zealand rabbits were divided into blank group, model group and rolling method treatment group according to random number table method, with 24 rabbits in each group. Rabbits in each group were divided into 1 d, 3 d, 5 d, 7 d, 9 d and 11 d subgroups according to the time point of injury, with 4 rabbits in each group. Blunt contusion was used to model the model group and the rolling method treatment group. Each subgroup of the rolling method treatment group was subjected to rolling method intervention for 3 d, using a homemade rolling method massager, 2 times/d, 3 min/time. At 24 h after the completion of the intervention, the histomorphological changes were observed by HE staining, and the TNF-α and IL-1β contents in serum and damaged skeletal muscle tissues were detected by ELISA.Results:Compared with the blank group, the inflammatory cell infiltration in the model group was obvious, edema was severe, and myofibers were broken; the inflammatory cell infiltration in the 1 d rolling method treatment group was intensified, myocytes were apoptotic, and myofibers were broken and necrosed more seriously; the inflammation in the 7 d rolling method treatment group was obviously improved with the best effect, and the difference with normal healthy muscle tissue was smaller. After modeling, TNF-α and IL-1β levels in skeletal muscle tissues and serum TNF-α levels were higher in the 3 d model group than in the 1 d model group ( P<0.05). Compared with the blank group, TNF-α and IL-1β levels in skeletal muscle tissues and serum increased in each subgroup of the model group and each subgroup of the rolling method treatment group ( P<0.01); Compared with the 1 d model group, TNF-α and IL-1β levels in skeletal muscle tissues and serum TNF-α levels increased in the 1 d rolling method treatment group. The levels of TNF-α and IL-1β in the 3 d, 5 d, 7 d, 9 d and 11 d rolling method treatment group were lower than those in the model group subgroup ( P<0.05). TNF-α and IL-1β levels in skeletal muscle tissues and serum TNF-α levels were higher in the 1 d, 3 d and 5 d rolling method treatment group than in the 7 d rolling method treatment group ( P<0.05). TNF-α levels in skeletal muscle tissues were higher in the 1 d and 3 d rolling method treatment group than in the 7 d rolling method treatment group ( P<0.05). Conclusion:The inflammatory factors in the rolling treated group were significantly higher at 1 d after skeletal muscle injury, indicating that treatment with the rolling method was inappropriate at this time; seven days after injury, the application of rolling method can reduce the inflammatory effect, accelerate the repair of skeletal muscle, and improve the quality of functional recovery.
6.Analysis of disease burden and risk factors of diabetic kidney disease in China from 1990 to 2019
Wei PAN ; Menglong WANG ; Yao XU ; Jishou ZHANG ; Mengmeng ZHAO ; Jun WAN
Chinese Journal of Nephrology 2023;39(8):576-586
Objective:To explore the changes of disease burden and risk factors of chronic kidney disease (CKD) due to type 1 and type 2 diabetes mellitus in China from 1990 to 2019, and to provide reference data for the prevention and control of diabetic kidney disease (DKD).Methods:The Chinese DKD data were obtained from the 2019 Global Burden of Disease (GBD) database. The morbidity, prevalence, mortality, years lived with disability (YLD), years of life lost (YLL), and disability-adjusted life year (DALY) were used to compare the disease burden of CKD due to type 1 and type 2 diabetes mellitus from 1990 to 2019. In addition, the risk factors of DKD were analyzed.Results:The numbers of CKD patients due to type 1 and type 2 diabetes mellitus in China were 574 (95% UI 495-665) and 31 076 (95% UI 28 152-33 909) thousand, and the numbers of new cases were 9 (95% UI 8-11) and 434 (95% UI 390-481) thousand in 2019, respectively. The numbers of death were 13 (95% UI 8-18) and 63 (95% UI 50-77) thousand, respectively. The age groups with the largest number of patients and new cases of CKD due to type 1 diabetes mellitus were 30-34 years old and <5 years old, respectively. The age group with the largest number of patients and new cases of CKD due to type 2 diabetes mellitus were 50-54 years old and 70-74 years old, respectively. From 1990 to 2019, the age-standardized prevalence rate of DKD patients in China was relatively stable, but the age-standardized incidence rate and YLD rate showed an upward trend, while the age-standardized mortality rate, YLL rate, and DALY rate showed a downward trend. The main risk factors associated with DKD death were high fasting plasma glucose, kidney dysfunction, high systolic blood pressure, high body mass index, high sodium diet, and lead exposure. The proportions of DKD death caused by high systolic blood pressure and high body mass index in the Chinese population were still increasing. Conclusions:From 1990 to 2019, the age-standardized incidence and YLD rate of DKD in China shows an upward trend, while the age-standardized prevalence rate is relatively stable, and the age-standardized mortality rate, YLL rate, and DALY rate show a decreasing trend. High fasting glucose, renal failure, high systolic blood pressure, high body mass index, high sodium diet, and lead exposure are risk factors associated with death in DKD patients. With the progress of aging, the disease burden of DKD in China will continuously increase. Future work should be focused on population-specific interventions, taking into consideration the risk factors identified within the study.
7.A study on the burden of myocarditis in China in 1990 and 2019
Junping YU ; Menglong WANG ; Yao XU ; Jishou ZHANG ; Jun WAN
Chinese Journal of Internal Medicine 2022;61(11):1247-1252
Objective:To investigate Chinese myocarditis burden and trends in 1990 and 2019.Methods:Based on the Global Burden of Disease (GBD) 2019 data, the number of patients, the number of new cases, the number of deaths, the disability-adjusted life years (DALYs), as well as the morbidity, mortality, DALYs rate and their age-standardized rates were used to analyze the trend and the burden of myocarditis in the Chinese population in 1990 and 2019.Results:In 2019, the number of patients, the number of new cases and the number of deaths with myocarditis in China were 234 900, 275 100 and 13 100 respectively, increasing by 85.62%, 47.51% and 50.22% compared with 1990. The age-standardized incidence and mortality were 16.94/100 000 and 0.92/100 000, respectively. Compared with 1990, the age-standardized incidence in 2019 decreased by 6.06%, and the mortality decreased by 16.04% respectively. The age-standardized incidence and mortality of Chinese male patients with myocarditis were higher than that of female. Compared with 1990, the age group with the largest incidence and mortality of myocarditis in China in 2019 all shifted to the elder group. And, DALYs and age-normalized DALYs due to myocarditis in China showed a decreasing trend in 2019, from 458 600 and 42.51/100 000 in 1990 to 341 300 and 25.39/100 000 in 2019, respectively. The rate of DALYs and age-standardized DALYs in male patients was always higher than female.Conclusions:Compared with 1990, the overall burden of myocarditis in China showed a downward trend in 2019, and the burden of myocarditis in male patients was higher than female. More attention should be paid to the burden of myocarditis in Chinese elderly population.
8.Influence of school climate on influenza vaccination among middle school students in four cities in China
Chinese Journal of School Health 2022;43(6):855-859
Objective:
This study aims to explore the influencing factors of influenza vaccination in middle school students, and to provide a theoretical basis for improving the influenza vaccination rate and inform interventions.
Methods:
By using mixed research method, a combination of qualitative research and quantitative research, a survey was conducted among 9 145 middle school students selected from Beijing, Anhui, Shaanxi, Guangdong via the online survey using Wenjuanxing software. Multivariate Logistic regression models were used to analyze the influencing factors of influenza vaccination. After a purposeful sampling, 35 middle school students were invited for semi structured interviews and NVivo plus software were used for data analysis.
Results:
The self reported influenza vaccination rate of the middle school students was 38.2%. No experience of discussing an influenza vaccine with others ( OR=1.37, 95%CI =1.17-1.60) and devaluing the discussion about vaccination ( OR=1.30, 95%CI =1.08-1.57) was negatively associated with vaccination( P <0.05); The head teacher suggestion(OR=0.39, 95%CI =0.32-0.48), peers vaccination( OR= 0.29, 95%CI =0.25-0.33), and awareness of what the vaccine was and being able to explain it clearly( OR=0.68, 95%CI =0.61-0.75), discussing with others( OR=0.76, 95%CI =0.67-0.86), feeling the discussion is valuable( OR=0.66, 95%CI = 0.59- 0.73), being able to positively influence others( OR=0.61, 95%CI =0.55-0.68), being positively influenced by others ( OR= 0.62, 95%CI =0.54-0.71) were more likely to take vaccination via separated models( P <0.05). The interview results showed that the teacher s cognition and attitude towards the influenza vaccine could directly or indirectly affect the students vaccination decision, and the positive school opinion atmosphere may improve students vaccination rate.
Conclusion
It is suggested that the schools should increase students vaccination rate through head teachers guidance and organizing students to participate in discussion on influenza topics.
9.Willingness and related factors of COVID-19 vaccination among middle school students in four cities of China
Chinese Journal of School Health 2022;43(4):536-539
Objective:
This study aims to investigate the willingness and influencing factors of COVID-19 vaccination among Chinese middle school students, and to provide a reference for promoting the implementation of COVID-19 vaccination among middle school students.
Methods:
An online survey was conducted among middle school students in Beijing, Anqing of Anhui Province, Xi an of Shaanxi Province and Shenzhen of Guangdong Province, and 9 153 participants were enrolled in the present study. Single factor analysis and multinomial Logistic regression was used to determine the related factors of COVID-19 vaccination willingness.
Results:
The prevalence of vaccine acceptance, vaccine hesitancy and vaccine refusal among middle school students were 60.05%, 31.59% and 8.36%, respectively. The results of Chi square analysis showed there were significant difference of COVID-19 vaccination willingness among sex, school residence, grade, region, vaccination willingness of surrounding classmates, vaccination willingness of others, fear of SARS-CoV-2 and risk of SARS-CoV-2 infection( χ 2=8.43-1 059.43, P <0.05). Multinomial Logistic regression analysis presented that, compared to "vaccine acceptance" group, those girls, non resident in school, living in Beijing or Anqing, disagree or uncertain with influenced by peers, disagree or uncertain with influenced by others, uncertain with fear of SARS-CoV-2, disagree or uncertain with having risk of SARS-CoV-2 infection were more likely to show vaccine hesitancy( OR =1.22,1.21,1.49,1.69,1.75,2.54,1.41,2.32,3.32,1.99,2.38, P <0.05). And those non boarding in school, living in Beijing or Xi an, disagree or uncertainty influenced by peers, disagree or uncertainty influenced by others, disagree with fear of SARS- CoV- 2, disagree or uncertainty in having risk of SARS-CoV-2 infection were more likely to show vaccine refusal ( OR =1.27, 2.29 ,1.46,3.88,2.37,2.31,1.47,2.14,4.24,1.47, P <0.05).
Conclusion
The willingness of COVID-19 vaccination among middle school students in four cities is low, and targeted interventions should be advocated to form herd immunity.
10.The predictive value of different scoring models on short-term outcome in patients with hepatitis B-related acute-on-chronic liver failure undergoing liver transplantation
Chinese Journal of Hepatobiliary Surgery 2021;27(6):438-444
Objective:To compare the prognostic accuracy of 16 pre-transplant scoring models in predicting the post-transplant short-term outcome of patients with hepatitis B-related acute-on-chronic liver failure (HBACLF), and to explore an efficient predictive model.Methods:A retrospective analysis of the clinical data of HBACLF patients who underwent liver transplantation at the Liver Transplant Center of Beijing Youan Hospital from August 2004 to September 2014. Score of 16 models (CTP, UNOS-MELD, Updated-MELD, Integrated-MELD, MELD-Na, MLED Na, CLIF-SOFA, CLIF-OFs, CLIF-C ACLFs, CLIF-C ADs, Refit MELD, Refit MELD Na, MELD-AS, Zheng's Risk, UKELD, MESO) was based on time-dependent operation characteristic curve, and the area under the curve (AUC) was calculated to evaluate the prediction accuracy of 3-month survival after transplantation. Selection of univariate factors associated with postoperative short-term mortality was performed, and then 16 scoring models one by one with statistically significant mortality-related factors were entered into LASSO regression (Least Absolute Shrinkage and Selection Operator regression) to confirm the independent variables. Finally, a predictive model was constructed by Cox regression.Results:A total of 135 patients were included in this study, including 106 males and 29 females, aged (45.0±10.5) years old. Among the 16 scoring models, the AUC of MELD-Na and CLIF-SOFA were more than 0.7 in early survival prediction after liver transplant. The MELD-Na was confirmed as an independent predictive variable in the final model with univariate and LASSO regression multivariate selection analysis ( HR=1.0481, 95% CI: 1.0136-1.0838, P<0.05). The model was constructed by MELD-Na and combined with other clinical parameters (female, systemic infection, placement of T tube during operation) could better predict the early survival after liver transplant. The overall C-index of the final model was 0.886, and the C-index at 3-month after liver transplant was 0.844 through internal validation (Bootstrap). Conclusion:Compared with other scoring models, MELD-Na and CLIF-SOFA were better for early survival prediction after liver transplantation for patients with HBACLF. The constructed predictive model based on MELD-Na was superior than single MELD-Na or CLIF-SOFA in prognostic assessment and case selection.


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