1.Development and validation of a predictive model for delayed resuscitation of general anaesthesia in patients with pancreatic cancer surgery
Min ZHANG ; Qi ZOU ; Xingjun WANG ; Shuangyuan LIU ; Jingwu GE
Modern Clinical Nursing 2025;24(4):8-14
Objective To explore the influencing factors for delayed resuscitation from anaesthesia in patients undergoing pancreatic cancer surgery and to develop a prediction model and evaluate its predictive performance.Methods This study included 300 patients who had surgery under general anaesthesia for pancreatic cancer at a Tier-IIIA hospital in Jiangsu Province between September 2023 and February 2024.The patients who had the surgery between September and December 2023(n=208)were assigned to the modelling group,and those between January to February 2024(n=92)to the validation group.Baseline perioperative data were recorded.Binary logistic regression was used to identify risk factors for delayed resuscitation,and a risk prediction model was finally developed and validated.Results Over 60 years of age,bispectral index(BIS)monitoring,combined with regional block anaesthesia,and rescue analgesia were identified as the risk factors for delayed resuscitation(all P<0.05).The Hosmer-Lemeshow test confirmed a good model fit(P>0.05).The C-index value was 0.807 for the modelling group and 0.841 for the validation group.The area under the curve(AUC)of receiver operating characteristic(ROC)was 0.807(95%CI 0.738~0.876)for the modelling group and 0.841(95%CI 0.742~0.940)for the validation group,with both calibration curves close to the ideal curve.Conclusion The developed prediction model for delayed resuscitation exhibits a good predictive performance and it can serve as a reference for clinical staff.
2.Integrative transcriptomic and epigenomic analysis identifies BCL6B as a novel regulator of human pluripotent stem cell to endothelial differentiation.
Yonglin ZHU ; Jinyang LIU ; Jia WANG ; Shuangyuan DING ; Hui QIU ; Xia CHEN ; Jianying GUO ; Peiliang WANG ; Xingwu ZHANG ; Fengzhi ZHANG ; Rujin HUANG ; Fuyu DUAN ; Lin WANG ; Jie NA
Protein & Cell 2025;16(11):985-990
3.Trajectory of intrinsic capacity and association with daily life ability in people aged 50 years and over in Shanghai
Jiaqi WANG ; Yanfei GUO ; Yan SHI ; Shuangyuan SUN ; Jiamin CAO ; Anli JIANG ; Yujun DONG ; Ye RUAN ; Fan WU
Chinese Journal of Epidemiology 2025;46(7):1209-1216
Objective:To identify the change trajectory of intrinsic capacity in people aged ≥50 years in Shanghai and explore the impact of intrinsic capacity trajectory change on overall function and dalily life activities in this population.Methods:The longitudinal data from round 1 to 3 Study of Global Ageing and Adult Health in Shanghai were used. The total intrinsic ability scores from five dimensions of cognition, psychology, sensory, vitality and locomotion were calculated. The censored normal model of group-based trajectory was used to identify the trajectory of intrinsic capacity change over time. Linear regression model and multivariate logistic regression model were used to analyse the effects of different levels intrinsic capacity trajectory on the scores of the WHO Disability Assessment Schedule (WHODAS), the activity of daily living (ADL) and the instrumental activities of daily living (IADL).Results:A total of 2 302 study participants aged ≥50 years with 3 round complete data were included in this study, and 3 levels of intrinsic capacity trajectory were identified, low-level trajectory (9.3%), medium-level trajectory (41.7%), and high-level trajectory (49.0%). Compared with the high-level group, the medium-level and low-level groups had higher WHODAS scores, which increased by 3.578 (95% CI: 2.028-5.129) and 12.620 (95% CI: 9.951-15.289), respectively, and those with more severe disability and those in the low-level group were at higher risk for severe difficulty in ADLs ( OR=12.450, 95% CI: 4.310-35.966) and IADLs ( OR=5.479, 95% CI: 1.311-22.904). Conclusions:Heterogeneity in trajectory of intrinsic capacity exists in people aged ≥50 years in Shanghai. Middle-aged and elderly people with low initial level and rapid decline trajectory of intrinsic capacity are at greater risk for the decline of daily life ability and the increase of disability. It is necessary to strengthen the long-term dynamic monitoring and evaluation of the change trajectory of intrinsic capacity in this population.
4.Trajectory of intrinsic capacity and association with daily life ability in people aged 50 years and over in Shanghai
Jiaqi WANG ; Yanfei GUO ; Yan SHI ; Shuangyuan SUN ; Jiamin CAO ; Anli JIANG ; Yujun DONG ; Ye RUAN ; Fan WU
Chinese Journal of Epidemiology 2025;46(7):1209-1216
Objective:To identify the change trajectory of intrinsic capacity in people aged ≥50 years in Shanghai and explore the impact of intrinsic capacity trajectory change on overall function and dalily life activities in this population.Methods:The longitudinal data from round 1 to 3 Study of Global Ageing and Adult Health in Shanghai were used. The total intrinsic ability scores from five dimensions of cognition, psychology, sensory, vitality and locomotion were calculated. The censored normal model of group-based trajectory was used to identify the trajectory of intrinsic capacity change over time. Linear regression model and multivariate logistic regression model were used to analyse the effects of different levels intrinsic capacity trajectory on the scores of the WHO Disability Assessment Schedule (WHODAS), the activity of daily living (ADL) and the instrumental activities of daily living (IADL).Results:A total of 2 302 study participants aged ≥50 years with 3 round complete data were included in this study, and 3 levels of intrinsic capacity trajectory were identified, low-level trajectory (9.3%), medium-level trajectory (41.7%), and high-level trajectory (49.0%). Compared with the high-level group, the medium-level and low-level groups had higher WHODAS scores, which increased by 3.578 (95% CI: 2.028-5.129) and 12.620 (95% CI: 9.951-15.289), respectively, and those with more severe disability and those in the low-level group were at higher risk for severe difficulty in ADLs ( OR=12.450, 95% CI: 4.310-35.966) and IADLs ( OR=5.479, 95% CI: 1.311-22.904). Conclusions:Heterogeneity in trajectory of intrinsic capacity exists in people aged ≥50 years in Shanghai. Middle-aged and elderly people with low initial level and rapid decline trajectory of intrinsic capacity are at greater risk for the decline of daily life ability and the increase of disability. It is necessary to strengthen the long-term dynamic monitoring and evaluation of the change trajectory of intrinsic capacity in this population.
5.Development and validation of a predictive model for delayed resuscitation of general anaesthesia in patients with pancreatic cancer surgery
Min ZHANG ; Qi ZOU ; Xingjun WANG ; Shuangyuan LIU ; Jingwu GE
Modern Clinical Nursing 2025;24(4):8-14
Objective To explore the influencing factors for delayed resuscitation from anaesthesia in patients undergoing pancreatic cancer surgery and to develop a prediction model and evaluate its predictive performance.Methods This study included 300 patients who had surgery under general anaesthesia for pancreatic cancer at a Tier-IIIA hospital in Jiangsu Province between September 2023 and February 2024.The patients who had the surgery between September and December 2023(n=208)were assigned to the modelling group,and those between January to February 2024(n=92)to the validation group.Baseline perioperative data were recorded.Binary logistic regression was used to identify risk factors for delayed resuscitation,and a risk prediction model was finally developed and validated.Results Over 60 years of age,bispectral index(BIS)monitoring,combined with regional block anaesthesia,and rescue analgesia were identified as the risk factors for delayed resuscitation(all P<0.05).The Hosmer-Lemeshow test confirmed a good model fit(P>0.05).The C-index value was 0.807 for the modelling group and 0.841 for the validation group.The area under the curve(AUC)of receiver operating characteristic(ROC)was 0.807(95%CI 0.738~0.876)for the modelling group and 0.841(95%CI 0.742~0.940)for the validation group,with both calibration curves close to the ideal curve.Conclusion The developed prediction model for delayed resuscitation exhibits a good predictive performance and it can serve as a reference for clinical staff.
6.Association between dietary pattern and frailty among people aged 50 years and over in Shanghai
Anli JIANG ; Ye RUAN ; Yanfei GUO ; Shuangyuan SUN ; Yujun DONG ; Jiaqi WANG ; Yan SHI ; Fan WU
Chinese Journal of Epidemiology 2024;45(2):257-264
Objective:To investigate dietary patterns of individuals aged ≥50 in Shanghai and analyze their association with frailty.Methods:Using data from the third wave of the Study on Global Ageing and Adult Health in Shanghai conducted between 2018 and 2019. We collected the frequency and average intake of food by the food frequency questionnaire. Factor analysis was used to extract dietary patterns, and a frailty index was constructed using the ratio of the cumulative total score of health deficits to 35 health-related variables considered. We used an ordinal multinomial logistic regression model to analyze the association between dietary patterns and frailty.Results:A total of 3 274 participants aged (67.9±9.2) years were included in the study, including 1 971 (60.2%) men and 1 303 (39.8%) women. We extracted four dietary patterns: high-protein-nuts pattern, potato-bean-vegetable-fruit pattern, poultry-meat pattern, and high-oil-salt pattern. After adjusting for confounding factors, the logistic regression analysis showed that compared with the high-oil-salt pattern, the high-protein-nuts pattern was negatively associated with the risk of higher frailty ( OR=0.743, 95% CI: 0.580-0.951). We did not find an association between dietary patterns and frailty between the different gender groups. In the age group 50-64, the high-protein-nuts and potato-bean-vegetable-fruit patterns were negatively correlated with a higher degree of frailty than the high-oil-salt pattern. In the low-level physical activity group, the high-protein-nuts pattern was negatively correlated with a higher degree of frailty than the high-oil-salt pattern ( OR=0.509, 95% CI: 0.361-0.720). However, we found no significant effect of the high-protein nuts pattern, potato-bean-vegetable-fruit pattern, and poultry-meat pattern on the risk of higher frailty compared to the high-oil-salt pattern in the moderate to high level of physical activity group. Conclusions:Compared to the high-oil-salt pattern, dietary patterns with a higher intake of high-protein nuts, potatoes, legumes, and fruits and vegetables might be associated with a lower risk of higher frailty in residents aged 50-64 years of age than with a high oil and salt pattern. At the same time, it may have a more significant protective effect in people with lower physical activity levels. It is suggested that a diet rich in high-protein foods, nuts, potatoes, beans, vegetables, and fruits may help reduce and delay the risk of frailty.
7.Association between vitamin D level and grip strength in adults aged 50 and older in Shanghai
Yujun DONG ; Yanfei GUO ; Ye RUAN ; Shuangyuan SUN ; Anli JIANG ; Jiaqi WANG ; Yan SHI ; Fan WU
Chinese Journal of Epidemiology 2024;45(3):393-400
Objective:To understand the association between vitamin D level and grip strength in people aged ≥50 years in Shanghai.Methods:Data were obtained from the WHO's Study on Global Ageing and Adult Health in Shanghai during 2018-2019. Logistic regression model was used to analyze the association between vitamin D level and grip strength, and a stratified analysis was conducted for different gender, age and dairy product intake groups. Restricted cubic spline was used to evaluate the dose-response association between vitamin D level and low grip strength.Results:A total of 4 391 participants were included in the study, including 2 054 men (46.8%), with an average age of (67.02±8.81) years. And 1 421 individuals (32.4%) had low grip strength; 1 533 individuals (34.9%) had vitamin D deficiency, and 401 individuals (9.1%) had vitamin D deficiency. After adjusted for confounding factors, the logistic regression results analysis showed that individuals with vitamin D deficiency had a higher risk for low grip strength ( OR=1.41, 95% CI: 1.09-1.83). In men, after adjusting for confounding factors, vitamin D deficiency was positively associated with the risk for low grip strength ( OR=1.67, 95% CI: 1.12-2.50), but there was no significant association between vitamin D level and grip strength in women ( OR=1.30, 95% CI: 0.97-1.74). In age group 60-69 years and ≥80 years, there was significant association between vitamin D deficiency and low grip strength after adjusting for confounding factors ( OR=1.57, 95% CI: 1.05-2.35; OR=2.40, 95% CI: 1.08-5.31). In people who had daily intake of dairy product <250 ml, there was positive association between vitamin D deficiency and low grip strength, but there was no significant association in people who had daily dairy product ≥250 ml after adjusting for confounding factors. The restrictive cubic spline demonstrated that risk of low grip strength might decreased with the increase of vitamin D levels, however, the difference was not significant ( P>0.05). Conclusions:This study demonstrated that there is association between vitamin D level and grip strength. People with vitamin D deficiency have higher risk for low grip strength.
8.Discussion of factors influencing preclinical studies based on fecal bacteria transplantation in mice
Shiqi SUN ; Lu LIU ; Shuangyuan HU ; Yuyan WANG ; Mingsheng SUN ; Ling ZHAO
Acta Laboratorium Animalis Scientia Sinica 2024;32(1):100-117
Fecal microbiota transplantation(FMT)is a therapeutic approach that targets intestinal microorganisms by transplanting fecal microorganisms from healthy individuals into the gastrointestinal tract of diseased individuals,thus restoring the recipient's disordered gastrointestinal microbiota by restructuring the intestinal flora.However,the mechanism of action and adverse effects of FMT in different diseases have not yet been clarified,thus limiting its wide clinical application.Its use still relies on in-depth preclinical studies;however,highly inconsistent or incomplete experimental details provided in current reports,coupled with a lack of authoritative standards and recommendations,seriously affect the interpretation of the study findings and replication of the experimental procedures,as well as hindering the clinical translation of the result.We therefore review and discuss the key steps of recipient selection and graft sample collection,storage,graft material preparation,and grafting route,with the aim of improving the utilization of experimental animals,consumables,and labor,and providing method ological recommendations and references to achieve replicability and standardization of preclinical FMT studies.
9.The Association between Educational Attainment and the Risk of Nonalcoholic Fatty Liver Disease among Chinese Adults: Findings from the REACTION Study
Yuanyue ZHU ; Long WANG ; Lin LIN ; Yanan HUO ; Qin WAN ; Yingfen QIN ; Ruying HU ; Lixin SHI ; Qing SU ; Xuefeng YU ; Li YAN ; Guijun QIN ; Xulei TANG ; Gang CHEN ; Shuangyuan WANG ; Hong LIN ; Xueyan WU ; Chunyan HU ; Mian LI ; Min XU ; Yu XU ; Tiange WANG ; Zhiyun ZHAO ; Zhengnan GAO ; Guixia WANG ; Feixia SHEN ; Xuejiang GU ; Zuojie LUO ; Li CHEN ; Qiang LI ; Zhen YE ; Yinfei ZHANG ; Chao LIU ; Youmin WANG ; Shengli WU ; Tao YANG ; Huacong DENG ; Lulu CHEN ; Tianshu ZENG ; Jiajun ZHAO ; Yiming MU ; Weiqing WANG ; Guang NING ; Yufang BI ; Yuhong CHEN ; Jieli LU
Gut and Liver 2024;18(4):719-728
Background/Aims:
Low educational attainment is a well-established risk factor for nonalcoholic fatty liver disease (NAFLD) in developed areas. However, the association between educational attainment and the risk of NAFLD is less clear in China.
Methods:
A cross-sectional study including over 200,000 Chinese adults across mainland China was conducted. Information on education level and lifestyle factors were obtained through standard questionnaires, while NAFLD and advanced fibrosis were diagnosed using validated formulas. Outcomes included the risk of NAFLD in the general population and high probability of fibrosis among patients with NAFLD. Logistic regression analysis was employed to estimate the risk of NAFLD and fibrosis across education levels. A causal mediation model was used to explore the potential mediators.
Results:
Comparing with those receiving primary school education, the multi-adjusted odds ratios (95% confidence intervals) for NAFLD were 1.28 (1.16 to 1.41) for men and 0.94 (0.89 to 0.99) for women with college education after accounting for body mass index. When considering waist circumference, the odds ratios (95% CIs) were 0.94 (0.86 to 1.04) for men and 0.88 (0.80 to 0.97) for women, respectively. The proportions mediated by general and central obesity were 51.00% and 68.04% for men, while for women the proportions were 48.58% and 32.58%, respectively. Furthermore, NAFLD patients with lower educational attainment showed an incremental increased risk of advanced fibrosis in both genders.
Conclusions
In China, a low education level was associated with a higher risk of prevalent NAFLD in women, as well as high probability of fibrosis in both genders.
10.Corrigendum to: The Association between Educational Attainment and the Risk of Nonalcoholic Fatty Liver Disease among Chinese Adults: Findings from the REACTION Study
Yuanyue ZHU ; Long WANG ; Lin LIN ; Yanan HUO ; Qin WAN ; Yingfen QIN ; Ruying HU ; Lixin SHI ; Qing SU ; Xuefeng YU ; Li YAN ; Guijun QIN ; Xulei TANG ; Gang CHEN ; Shuangyuan WANG ; Hong LIN ; Xueyan WU ; Chunyan HU ; Mian LI ; Min XU ; Yu XU ; Tiange WANG ; Zhiyun ZHAO ; Zhengnan GAO ; Guixia WANG ; Feixia SHEN ; Xuejiang GU ; Zuojie LUO ; Li CHEN ; Qiang LI ; Zhen YE ; Yinfei ZHANG ; Chao LIU ; Youmin WANG ; Shengli WU ; Tao YANG ; Huacong DENG ; Lulu CHEN ; Tianshu ZENG ; Jiajun ZHAO ; Yiming MU ; Weiqing WANG ; Guang NING ; Yufang BI ; Yuhong CHEN ; Jieli LU
Gut and Liver 2024;18(5):926-927

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