1.A prospective study of association between physical activity and ischemic stroke in adults
Hao WANG ; Kaixu XIE ; Lingli CHEN ; Yuan CAO ; Zhengjie SHEN ; Jun LYU ; Canqing YU ; Dianjianyi SUN ; Pei PEI ; Jieming ZHONG ; Min YU
Chinese Journal of Epidemiology 2024;45(3):325-330
Objective:To explore the prospective associations between physical activity and incident ischemic stroke in adults.Methods:Data of China Kadoorie Biobank study in Tongxiang of Zhejiang were used. After excluding participants with cancers, strokes, heart diseases and diabetes at baseline study, a total of 53 916 participants aged 30-79 years were included in the final analysis. The participants were divided into 5 groups according to the quintiles of their physical activity level. Cox proportional hazard regression models was used to calculate the hazard ratios ( HR) for the analysis on the association between baseline physical activity level and risk for ischemic stroke. Results:The total physical activity level in the participants was (30.63±15.25) metabolic equivalent (MET)-h/d, and it was higher in men [(31.04±15.48) MET-h/d] than that in women [(30.33±15.07) MET-h/d] ( P<0.001). In 595 526 person-years of the follow-up (average 11.4 years), a total of 1 138 men and 1 082 women were newly diagnosed with ischemic stroke. Compared to participants with the lowest physical activity level (<16.17 MET-h/d), after adjusting for socio-demographic factors, lifestyle, BMI, waist circumference, and SBP, the HRs for the risk for ischemic stroke in those with moderate low physical activity level (16.17-24.94 MET-h/d), moderate physical activity level (24.95-35.63 MET-h/d), moderate high physical activity level (35.64-43.86 MET-h/d) and the highest physical activity level (≥43.87 MET-h/d) were 0.93 (95% CI: 0.83-1.04), 0.87 (95% CI: 0.76-0.98), 0.82 (95% CI: 0.71-0.95) and 0.76 (95% CI: 0.64-0.89), respectively. Conclusion:Improving physical activity level has an effect on reducing the risk for ischemic stroke.
2.Machine-learning-based models assist the prediction of pulmonary embolism in autoimmune diseases: A retrospective, multicenter study
Ziwei HU ; Yangyang HU ; Shuoqi ZHANG ; Li DONG ; Xiaoqi CHEN ; Huiqin YANG ; Linchong SU ; Xiaoqiang HOU ; Xia HUANG ; Xiaolan SHEN ; Cong YE ; Wei TU ; Yu CHEN ; Yuxue CHEN ; Shaozhe CAI ; Jixin ZHONG ; Lingli DONG
Chinese Medical Journal 2024;137(15):1811-1822
Background::Pulmonary embolism (PE) is a severe and acute cardiovascular syndrome with high mortality among patients with autoimmune inflammatory rheumatic diseases (AIIRDs). Accurate prediction and timely intervention play a pivotal role in enhancing survival rates. However, there is a notable scarcity of practical early prediction and risk assessment systems of PE in patients with AIIRD.Methods::In the training cohort, 60 AIIRD with PE cases and 180 age-, gender-, and disease-matched AIIRD non-PE cases were identified from 7254 AIIRD cases in Tongji Hospital from 2014 to 2022. Univariable logistic regression (LR) and least absolute shrinkage and selection operator (LASSO) were used to select the clinical features for further training with machine learning (ML) methods, including random forest (RF), support vector machines (SVM), neural network (NN), logistic regression (LR), gradient boosted decision tree (GBDT), classification and regression trees (CART), and C5.0 models. The performances of these models were subsequently validated using a multicenter validation cohort.Results::In the training cohort, 24 and 13 clinical features were selected by univariable LR and LASSO strategies, respectively. The five ML models (RF, SVM, NN, LR, and GBDT) showed promising performances, with an area under the receiver operating characteristic (ROC) curve (AUC) of 0.962-1.000 in the training cohort and 0.969-0.999 in the validation cohort. CART and C5.0 models achieved AUCs of 0.850 and 0.932, respectively, in the training cohort. Using D-dimer as a pre-screening index, the refined C5.0 model achieved an AUC exceeding 0.948 in the training cohort and an AUC above 0.925 in the validation cohort. These results markedly outperformed the use of D-dimer levels alone.Conclusion::ML-based models are proven to be precise for predicting the onset of PE in patients with AIIRD exhibiting clinical suspicion of PE.Trial Registration::Chictr.org.cn: ChiCTR2200059599.
3.Predictive value of different scoring systems for early mortality risk in patients with acute traumatic brain injury
Tianxi CHEN ; Daishan JIANG ; Lingli WANG ; Hongwu SHEN
Chinese Journal of Trauma 2022;38(5):407-412
Objective:To investigate the predictive value of mechanism Glasgow age blood pressure score (MGAPS), revised trauma score (RTS) and modified rapid emergency medicine score (mREMS) in predicting the mortality risk of patients with acute traumatic brain injury (TBI) within 24 hours.Methods:A case control study was performed for clinical data of 1 156 patients with acute TBI admitted to Affiliated Hospital of Nantong Hospital from January to December of 2020, including 745 males and 411 females; aged 18-100 years [(59.9±15.1)years]. Glasgow coma score (GCS) was 3-15 points [15(9, 15)points]. The patients were divided into death group ( n=87) and survival group ( n=1 069) according to death or not within 24 hours. Vital signs, general data, MGAPS, RTS and mREMS were documented at emergency visit. Differences in the specific scores and severity levels of the patients using the three scoring systems were compared between the two groups. Receiver operating characteristic (ROC) curve was plotted for the three scoring systems based on the specific scores and severity levels of the patients. While the area under the curve (AUC), sensitivity, specificity, optimal threshold and Youden index were determined to estimate the value of the three scoring systems in predicting death risk in patients with acute TBI within 24 hours. Results:Death group showed significantly decreased scores in MGAPS [17(12, 19)points] and RTS [5.0(4.1, 6.0)points] and significantly increased score in mREMS [9(7, 12)points] when compared with survival group (all P<0.01). The proportion of moderate- and high-risk patients for MGAPS and proportion of high-risk patients for RTS and mREMS in death group were significantly higher than those in survival group (all P<0.01). As indicated by the ROC curve plotted based on the specific scores, mREMS had the maximum AUC (0.88), followed by MGAPS (0.86) and RTS (0.86); the sensitivity of mREMS, MGAPS and RTS was similar (80.5%, 86.2% and 82.8%, respectively), while mREMS showed the highest specificity (83.4%) compared to MGAPS (78.0%) and RTS (82.3%); the optimum threshold of mREMS, MGAPS and RTS, was 6 points, 6.08 points and 20 points; the Youden index of MGAPS, RTS and mREMS was 0.64, 0.64 and 0.65. As indicated by the ROC curve plotted based on the injury severity, MGAPS had the highest AUC (0.84), followed by RTS (0.70) and mREMS (0.59); MGAPS also had the highest sensitivity (92.0%), higher than RTS (47.1%) and RTS (18.4%); when mREMS showed the highest specificity(98.8%) compared to RTS (93.7%) and MGAPS (68.8%); the optimal threshold of MGAPS, RTS and mREMS was 22 points, 4 points and 13 points; the Youden index of MGAPS, RTS and mREMS was 0.61, 0.41 and 0.17. Conclusions:MGAPS, RTS and mREMS can be predictive in assessing the mortality risk of patients with acute TBI within 24 hours. mREMS has the highest prediction value, with an optimal threshold of 6 points when the risk assessment is made in accordance with specific scores of the patients. MGAPS has the highest prediction value when the risk assessment is assessed by the injury severity.
4.Investigation on personality traits and related factors of job satisfaction for pediatric therapists
Xiang GONG ; Yingying PAN ; Lingli ZENG ; Qingyan YANG ; Yuntao ZHOU ; Yingying SHEN ; Yabei FAN ; Jianqiu XIAO
Chinese Journal of Rehabilitation Theory and Practice 2022;28(10):1224-1230
ObjectiveTo investigate the current situation of personality traits and job satisfaction of pediatric therapists in Jiangsu province, and to explore the correlation between them and the related factors of job satisfaction. MethodsFrom June, 2021 to February, 2022, random cluster sampling method was adopted after field investigating several pediatric hospitals and institutions in Jiangsu. Online questionnaires were sent out to pediatric therapists in different settings in eleven cities in Jiangsu. The questionnaires included Minnesota Satisfaction Questionnaire (MSQ), Eysenck Personality Questionnaire-Revised Short Scale for Chinese (EPQ-RSC) and self-made scale of demographic characteristics and working status. ResultsAll of the questionaires were taken back, in which 165 were valid (83.33%). Among the three dimensions of psychoticism, extraversion and neuroticism, the intermediate type accounted for 66.06%, 38.79% and 40.00%, respectively. The overall satisfaction of job was (3.80±0.55), the internal satisfaction was (3.88±0.53), and the external satisfaction was (3.59±0.69). There was significant difference in the satisfaction among different types of work institution, monthly incomes, levels of parental support and neuroticism (P < 0.05). Multiple linear regression showed that the internal satisfaction and overall satisfaction were related with neuroticism, monthly income and parental support (P < 0.05), while external satisfaction was related with the neuroticism and parental support (P < 0.05). The level of neuroticism was negatively correlated with the internal satisfaction, the external satisfaction and overall satisfaction (|r| > 0.337, P < 0.001), and the level of extraversion was postively correlated with the external satisfaction (r = 0.155, P < 0.05). ConclusionThe job satisfaction of pediatric therapists is fine in Jiangsu, and is ralated with the level of neuroticism, the monthly income and the level of parental support. The levels of neuroticism and extraversion correlate with the job satisfaction.
5. An Automatic HFO Detection Method Combining Visual Inspection Features with Multi-Domain Features
Xiaochen LIU ; Jizhong SHEN ; Lingli HU ; Shuai XU ; Shuang WANG ; Chenglin XU ; Zhong CHEN ; Zhong CHEN
Neuroscience Bulletin 2021;37(6):777-788
As an important promising biomarker, high frequency oscillations (HFOs) can be used to track epileptic activity and localize epileptogenic zones. However, visual marking of HFOs from a large amount of intracranial electroencephalogram (iEEG) data requires a great deal of time and effort from researchers, and is also very dependent on visual features and easily influenced by subjective factors. Therefore, we proposed an automatic epileptic HFO detection method based on visual features and non-intuitive multi-domain features. To eliminate the interference of continuous oscillatory activity in detected sporadic short HFO events, the iEEG signals adjacent to the detected events were set as the neighboring environmental range while the number of oscillations and the peak–valley differences were calculated as the environmental reference features. The proposed method was developed as a MatLab-based HFO detector to automatically detect HFOs in multi-channel, long-distance iEEG signals. The performance of our detector was evaluated on iEEG recordings from epileptic mice and patients with intractable epilepsy. More than 90% of the HFO events detected by this method were confirmed by experts, while the average missed-detection rate was < 10%. Compared with recent related research, the proposed method achieved a synchronous improvement of sensitivity and specificity, and a balance between low false-alarm rate and high detection rate. Detection results demonstrated that the proposed method performs well in sensitivity, specificity, and precision. As an auxiliary tool, our detector can greatly improve the efficiency of clinical experts in inspecting HFO events during the diagnosis and treatment of epilepsy.
6.Association between snoring and hypertension among Zhejiang adults in a cross sectional study
Kaixu XIE ; Chunmei WANG ; Lingli CHEN ; Yuan CAO ; Dun SHEN ; Ruying HU ; Hao WANG ; Jieming ZHONG ; Min YU
Chinese Journal of Epidemiology 2020;41(5):722-726
Objective:To explore the association between snoring and prevalent hypertension among adults in Zhejiang with a cross-sectional study.Methods:After excluding participants with self-reported, physician-diagnosed heart diseases, stroke and cancer at baseline study, 56 728 participants aged 30-79 in the China Kadoorie Biobank study from Tongxiang, Zhejiang were included for the final analysis. Three multivariable logistic regression models were used to estimate the ORs for the associations of snoring with prevalent hypertension. Results:The proportion of participants who snored frequently, snored sometimes, and never snored were 24.55%, 23.94%, and 51.51%, respectively. The corresponding figures of males were 32.40%, 26.55%, and 41.05%, respectively. The corresponding figures of females were 19.00%, 22.08%, and 58.92%, respectively ( P<0.001). After adjusted socio-demographic factors, behavioral lifestyle, BMI, waist circumference, and sleep duration etc., in comparison with participants who never snored, the odds ratios (95% CI) of hypertension for those who snored frequently and snored sometimes were 1.17 (1.12-1.23) and 1.12 (1.07-1.18), respectively. The effects of snoring on hypertension were statistically significantly different between women and men, participants who were central obese and those who were not, and between premenopausal and post-menopausal women. Conclusion:Snoring was associated positively with hypertension among adults. The effect of snoring on prevalent hypertension were obvious, especially among people, being female, being central obese, and being premenopausal.
7.Application of perforator pedicled flap in the treatment of trunk keloids
Ye SHEN ; Lingli GUO ; Baishi WANG ; Jing REN ; Bo ZHOU
Chinese Journal of Plastic Surgery 2020;36(8):887-892
Objective:To explore the application effect of perforator pedicle flap in the wound repair after resection of the medium and large-sized keloids in the trunk.Methods:From January 2018 to January 2019, 10 patients, aged from 20 to 53 years old, with medium and large-sized keloids in the trunk were treated, including 3 cases in the anterior chest, 3 cases in the umbilical region, 4 cases in the lower abdomen, 8 cases were women and 2 cases were men. The size of keloids were 2.0 cm×3.0 cm to 5.0 cm×9.0 cm, and all keloids were accompanied with infection. Scars and infected tissues were removed and contracture was released completely. Pedicled flaps with intercostal perforator artery(3 cases), paraumbilical perforator artery(3 cases) or groin perforator artery(4 cases) were elevated and advanced or rotated to cover the wound. Early radiotherapy was delivered to the scar bed 5-10 Gy each time with a total dose of 15 to 20 Gy over 3 daily fractions after surgery. And other treatments, such as topical silicone gel, corticosteroid intralesional injection and elastic clothing compression were taken as adjuvant therapy. The scars were assessed by the Vancouver Scar Scale, and local morphology, hair distribution, itching, pain and patient satisfaction were analyzed and evaluated after 12 months to 24 months follow-up.Results:All flaps survived and the incisions healed primarily. The local morphology and hair distribution were normal, and the itching and pain were relieved obviously. The Vancouver Scar Scale scores vary from 1 to 6 in 9 patients. Incision hypertrophic scar with the Vancouver Scar Scale score of 9 occurred in one noncompliance patient who didn’t follow up on time and refuse to take the adjuvant treatments. 8 patients were extremely satisfied with the treatment effect, and 2 patients were satisfied with the treatment effect.Conclusions:For medium and large-sized keloids in the trunk, combined modality therapy, including local perforator pedicled flaps transplantation, early radiotherapy, topical silicone gel, elastic compression and etc, will achieve satisfied clinical effects.
8.Application of perforator pedicled flap in the treatment of trunk keloids
Ye SHEN ; Lingli GUO ; Baishi WANG ; Jing REN ; Bo ZHOU
Chinese Journal of Plastic Surgery 2020;36(8):887-892
Objective:To explore the application effect of perforator pedicle flap in the wound repair after resection of the medium and large-sized keloids in the trunk.Methods:From January 2018 to January 2019, 10 patients, aged from 20 to 53 years old, with medium and large-sized keloids in the trunk were treated, including 3 cases in the anterior chest, 3 cases in the umbilical region, 4 cases in the lower abdomen, 8 cases were women and 2 cases were men. The size of keloids were 2.0 cm×3.0 cm to 5.0 cm×9.0 cm, and all keloids were accompanied with infection. Scars and infected tissues were removed and contracture was released completely. Pedicled flaps with intercostal perforator artery(3 cases), paraumbilical perforator artery(3 cases) or groin perforator artery(4 cases) were elevated and advanced or rotated to cover the wound. Early radiotherapy was delivered to the scar bed 5-10 Gy each time with a total dose of 15 to 20 Gy over 3 daily fractions after surgery. And other treatments, such as topical silicone gel, corticosteroid intralesional injection and elastic clothing compression were taken as adjuvant therapy. The scars were assessed by the Vancouver Scar Scale, and local morphology, hair distribution, itching, pain and patient satisfaction were analyzed and evaluated after 12 months to 24 months follow-up.Results:All flaps survived and the incisions healed primarily. The local morphology and hair distribution were normal, and the itching and pain were relieved obviously. The Vancouver Scar Scale scores vary from 1 to 6 in 9 patients. Incision hypertrophic scar with the Vancouver Scar Scale score of 9 occurred in one noncompliance patient who didn’t follow up on time and refuse to take the adjuvant treatments. 8 patients were extremely satisfied with the treatment effect, and 2 patients were satisfied with the treatment effect.Conclusions:For medium and large-sized keloids in the trunk, combined modality therapy, including local perforator pedicled flaps transplantation, early radiotherapy, topical silicone gel, elastic compression and etc, will achieve satisfied clinical effects.
9. Molecular epidemiology of norovirus among infants with diarrhea in Chaoyang district, Beijing from 2011 to 2017
Yang JIAO ; Furong HE ; Yan GAO ; Xiao QI ; Shiyao ZHANG ; Lin GU ; Yusong ZHANG ; Jianhong ZHAO ; Yue ZHANG ; Shen GE ; Jialiang DU ; Lingli SUN
Chinese Journal of Experimental and Clinical Virology 2019;33(2):125-130
Objective:
To investigate the genetic characteristics of human norovirus (NoV) among infants under 5 years of age with diarrhea in Chaoyang District, Beijing from 2011 to 2017.
Methods:
NoV-positive stool samples were collected from 2011 to 2017 in this region. The partial RdRp and VP1 genes were amplified and sequenced. Multi-sequence alignment was performed and phylogenetic tree was constructed using Mega software.
Results:
A total of 151 samples were sequenced and analyzed. The ratio of male and female was 2.28∶1 with mean age of 1.72 years. Fourteen NoV subtypes were detected, including GII.Pe/GII.4 (47.68%), GII.P12/GII.3 (20.53%), GII.P4/GII.4 (17.22%), GII.P16/GII.2 (3.31%), GII.P12/GII.12 (1.99%), GII.P17/GII.17 (1.99%), GII.P16/GII.13 (1.32%), GII.P7/GII.7 (1.32%), GII.P7/GII.6 (1.32%), GII.P2/GII.2 (0.66%), GII.P21/GII.21 (0.66%), GII.Pg/GII.12 (0.66%), GI.Pa/GI.3 (0.66%) and GI.P6/GI.6 (0.66%).
Conclusions
NoV genetic diversity was found among infants under 5 with diarrhea in Chaoyang district, Beijing. The subtypes from surveillance and those from epidemics occurred in chronological order. The surveillance should be strengthened for early detection of new subtype for monitoring the epidemic and vaccine design.
10.Current application and drug adherence to tocilizumab in patients with moderate to severe rheumatoid arthritis: a real-life single center study
Cong YE ; Yingzi ZHU ; Yikai YU ; Guifen SHEN ; Shouxin LI ; Shaoxian HU ; Lingli DONG
Chinese Journal of Rheumatology 2017;21(10):690-693
Objective To evaluate the safety and drug adherence of tocilizumab(TCZ)in patients with moderate to severe rheumatoid arthritis(RA)in routine clinical practice. Methods This 24 week single center observational study recruited patients with moderate to severe RA. Therapy adherence rate was calculated by actual dosing/expected dosing×100%. Efficacy end points included physician global assessment of disease activity(PGA),patient global assessment of disease activity(PtGA),28-joint disease activity score(DAS28)and so on. Safety was evaluated by recorded adverse events (AEs). Results Sixty patients were enrolled with a mean (SD) treatment adherence of (67±27)%. PGA, PtGA, pain assessment (VAS), TJC and SJC all decreased during this study. At the 12th week, 25%(6/24) and 29%(7/24) of the patients achieved DAS28 remission and EULAR good response,respectively.Eighteen AEs were recorded,of which only 2 were severe AEs(SAEs)and neither was related to TCZ. Conclusion TCZ is a highly safe treatment for decreasing disease activity in patients with moderate to severe RA in China.However,drug adherence still need to be improved.

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