1.Relationship between work-family conflict, depressive mood, and eating behavior of occupational populations aged 18-60 years
Haixia ZHAO ; Zhifang LIU ; Chunlan FU ; Meng ZHANG ; Wei LUO
Journal of Environmental and Occupational Medicine 2025;42(12):1456-1464
Background Psychological disturbances such as work-family conflict and depressive mood are prevalent among occupational groups and are closely related to eating behavior. Therefore, investigating the influencing factors of eating behavior is of great significance for promoting the health behaviors of occupational populations. Objective To clarify the current situation of eating behavior among the occupational populations aged 18 to 60 years in China, and to explore the relationship between work-family conflict, depressive mood, and eating behavior, and to test the mediating role of depressive mood in the relationship. Methods The study used a data set containing occupational populations aged 18 to 60 years extracted from the 2021 Psychology and Behavior Investigation of Chinese Residents. The Work-Family Conflict Scale, the Chinese version of the Sakata Eating Behavior Scale Short Form, and the Patient Health Questionnaire-Depression Scale were used. Potential influencing factors of eating behavior of the occupational populations were evaluated by multiple linear regression. Structural equation modeling was used to analyze the relationships between work-family conflict, depressive mood, and eating behavior, and the Bootstrap method was used to test the mediating effect of depressive mood on the relationship of work-family conflict and eating behavior. Results Among the occupational populations, the proportion of reporting high work-family conflict was 48.4%, and the proportion of reporting mild depression and above was 48.7%. The total score of eating behavior was (16.16±4.64), and the proportion of high abnormal eating behavior tendency was 39.1%. There were significant differences in eating behavior score among different age, educational level, marital status, number of offspring, occupation, smoking, and drinking groups (P<0.05). The partial correlation analysis showed that work-family conflict and depressive mood were positively correlated with abnormal eating behavior (r=0.367, 0.386, P<0.001); work-family conflict was positively correlated with depressive mood (r=0.466, P<0.001). The results of the multiple linear regression showed that depressive mood, work-family conflict, age, smoking, drinking, and education level were associated with eating behavior (P<0.05). The structural equation modeling indicated that work-family conflict positively associated with depressive mood (b=0.529, P<0.001), depressive mood positively associated with abnormal eating behavior (b=0.292, P<0.001), and work-family conflict positively associated with abnormal eating behavior (b=0.270, P<0.001). Depressive mood played a partial mediating role in the relationship between work-family conflict and eating behavior, and the effect value was 0.154 (95%CI: 0.132, 0.179) that accounted for 36.32% of the total effect. Conclusion Work-family conflict could directly affect the eating behavior among occupational populations, and also indirectly affect eating behavior through a mediating effect of depressive mood. Therefore, optimizing the allocation of tasks between work and family, providing psychological support in need, alleviating work-family conflict and depressive mood may improve the eating behavior and mental health of working populations.
2.Establishment of amachine learning-based precision recruitment method at the county level
Xiaoyan FU ; Zihan ZHANG ; Fang ZHAO ; Chunlan ZHOU ; Wenbiao LIANG ; Cheng YU ; Yingzhi YAN ; Wei SI ; Weibin TAN ; Hui XUE
Chinese Journal of Blood Transfusion 2025;38(12):1752-1758
Objective: To establish a machine learning-based precision blood donor recruitment model at the county level and assess its generalizability and applicability. Methods: A retrospective study was conducted using blood donation and SMS recruitment data from the Taicang Branch of the Suzhou Blood Center between 2019 and 2024. Multiple machine learning algorithms were employed, including extreme gradient boosting, support vector machine, k-nearest neighbor, logistic regression, decision tree, random forest, and multilayer perceptron. These were combined with techniques such as synthetic minority oversampling, undersampling, and cost-sensitive learning (using MFE and MSFE loss functions). Model parameters were optimized through grid search to identify the best-performing model. Results: In a prospective comparative study against conventional methods, the machine learning models increased the recruitment success rate among high-willingness donors by an average of 129.15%, and the recruitment efficiency per SMS improved by 125.02% compared with the traditional method. Under full-scale SMS sending, the recruitment rate per SMS increased by 42.61%, and SMS sending efficiency improved by 31.77%, significantly enhancing recruitment performance. Conclusion: This study represents the first application of a machine learning-based precision donor recruitment model at the county-level in China. The precise recruitment framework not only improves recruitment efficiency and reduces recruitment costs but also demonstrates strong scalability and generalizability. It provides a scientific and feasible intelligent pathway to ensure the safety and sustainability of the blood supply.
3.Risk factors for lymphoproliferative disorders after allogeneic hematopoietic stem cell transplantation in children with thalassemia major
Xiaojuan LUO ; Chunmiao DONG ; Ke CAO ; Tao HUANG ; Chunjing WANG ; Yue LI ; Chunlan YANG ; Zhenmin REN ; Xiaoying FU ; Yunsheng CHEN
Chinese Journal of Applied Clinical Pediatrics 2024;39(12):917-921
Objective:To explore the risk factors for lymphoproliferative disorders (PTLD) in children with thalassemia major (TM) after allogeneic hematopoietic stem cell transplantation (allo-HSCT).Methods:This was a retrospective case-control study.A total of 482 children with TM who underwent allo-HSCT at Shenzhen Children′s Hospital between January 2020 and December 2022 were selected and classified into the PTLD and non-PTLD groups according to the occurrence of PTLD.The risk factors for PTLD after allo-HSCT in children with TM were analyzed, and the diagnostic efficiency of relevant risk factors for PTLD was analyzed by receiver operating characteristic (ROC) curve.Results:A total of 25 out of 482 patients (5.2%, 25/482) developed PTLD about 114 (54-271) days after allo-HSCT.Among them, 12 cases (12/25, 48.0%) occurred within 100 days, and 22 cases (22/25, 88.0%) occurred within 1 year after allo-HSCT.Univariate analysis showed that there were significant differences in gender composition, type of transplant donor, number of natural killer cells and B lymphocytes in peripheral blood at 30 days after allo-HSCT, positive rate of plasma Epstein-Barr virus deoxyribonucleic acid (EBV-DNA) and incidence rate of acute graft-versus-host disease (aGVHD) between the 2 groups (all P<0.05).Multivariate Logistic regression analysis showed that female ( OR=3.196, 95% CI: 1.144-8.929), positive plasma EBV-DNA ( OR=17.523, 95% CI: 5.449-56.344) and aGVHD ( OR=3.156, 95% CI: 1.161-8.575) were independent risk factors for PTLD after allo-HSCT in TM children (all P<0.05).The ROC curve analysis showed that positive plasma EBV-DNA had an excellent accuracy in predicting the occurrence of PTLD after allo-HSCT (sensitivity was 0.796, specificity was 0.800, area under the curve was 0.803).If combined with aGVHD and gender, the area under the curve for the prediction of PTLD increased to 0.831. Conclusions:Female, positive plasma EBV-DNA and aGVHD are independent risk factors for PTLD after allo-HSCT in children with TM.It provides useful early warnings for the prediction and prevention of PTLD.
4.Clinical characteristics of different subtypes of severe influenza in 40 neonates from a hospital in He'nan Province
JIA Canyang ; JIA Wanyu ; FU Shuqin ; SONG Chunlan ; CHENG Yibing
China Tropical Medicine 2024;24(7):767-
Abstract: Objective To compare and analyze the clinical characteristics, diagnosis, and treatment of different subtypes of severe influenza in neonates to provide a reference for the diagnosis and treatment of neonatal severe influenza. Methods A cohort of 40 neonates with severe influenza who were hospitalized in the neonatology ward of Children's Hospital Affiliated to Zhengzhou University between January 2019 to December 2023 were selected and divided into two groups based on the virus subtype: influenza A (n=23) and influenza B (n=17). A retrospective analysis was conducted to compare general information, clinical manifestations, auxiliary examinations, complications, and treatment outcomes of neonates with severe influenza A and B infection. Results The number of days of hospitalization was longer in cases of influenza A than that of influenza B. The proportion of neonates with severe influenza A who exhibited fever was higher than that for influenza B, and a higher percentage of those with fever had peak temperatures ranging from 38.1 ℃ to 39 ℃. Gastrointestinal symptoms, including vomiting and diarrhea leading to dehydration, were more evident in severe influenza B cases. The proportion of influenza A cases with abnormal creatine kinase-MB isoenzyme levels (>25 U/L) was higher than that of influenza B, and the differences were statistically significant (P<0.05). There were no significant differences between the two types of influenza in other clinical manifestations, the incidence of pneumonia/respiratory failure complications, peripheral blood leukocyte count and classifications, the proportion of abnormal aspartate aminotransferase (AST) (>40 U/L), alanine aminotransferase (ALT) (>40 U/L), and creatine kinase (CK) (>200 U/L), and lactate dehydrogenase (LDH) values (all P>0.05). In terms of treatment, neonates treated with Oseltamivir within 48 hours of onset mainly suffered from influenza A. Among those treated with Oseltamivir, the proportion of influenza A cases whose body temperature returned to normal within 24 hours was relatively higher, whereas, for those whose temperature returned to normal within 24-72 hours, the proportion was relatively higher in influenza B cases. These differences were statistically significant (all P<0.05). Conclusions Severe neonatal influenza usually occurs in winter and spring. After severe infection, fever is more obvious in neonates with influenza A, which is more likely to cause myocardial cell damage. Neonates with influenza A can be treated with Oseltamivir earlier and return to normal body temperature faster than those with influenza B after Oseltamivir treatment. Gastrointestinal symptoms are more common in neonates with severe influenza B.
5.Effect of Lactobacillus plantarum WCFS1 on pancreatic and ileal injury in mice with acute necrotizing pancreatitis
Binqiang XU ; Wenfei QIN ; Yang FU ; Nuoming YIN ; Zehua HUANG ; Qixiang MEI ; Chunlan HUANG ; Yue ZENG
Chinese Journal of Pancreatology 2023;23(2):121-127
Objective:To explore the effect of probiotics Lactiplantibacillus plantarum(LP) WCFS1 by gavage on acute necrotizing pancreatitis (ANP) and associated ileum injury in mice. Methods:Twenty-four healthy male mice were gavaged with broad-spectrum antibiotics for 3 weeks to establish microbiota-depleted mice, and then randomly divided into control group (CON), ANP model group (ANP), LP gavage group (LP) and LP gavage and ANP induced group (LP+ ANP) , with 6 mice in each group. Mice in LP and LP+ ANP group were treated by gavage of LP (1×10 9 CFU/ml, 0.2 ml/day per mouse) for 1 week, while CON and ANP were gavaged with sterile phosphate buffered saline for 1 week instead. The ANP model was induced by intraperitoneal injection with caerulein (100 μg/kg) for 10 times with 1-hour interval between two injections and the 10th injection with lipopolysaccharide(LPS) 5 mg/kg intraperitoneally, and the mice were sacrificed 2 h later. Levels of LP in stool and ileal mucosa were detected by real-time PCR; the pancreas and ileum were collected for pathological examination to observe the extent of tissue inflammation and to score the pathology. Serum amylase activities were determined by enzymatic kinetic chemistry; serum inflammators levels and intestinal permeability were detected by ELISA; levels of inflammators in pancreatic and ileal tissues were detected by real-time PCR; ileal tight-junction proteins (occludin, claudin-1 and ZO-1) were measured by immunofluorescence staining. Results:LP levels in the stool and ileal mucosa of mice were significantly increased after LP gavage, and the differences were statistically significant (913.30±39.12 vs 2.39±1.39, 23.11±0.50 vs 1.38±0.28, all P value <0.05). The pathological scores of pancreatic tissue of CON, LP, ANP and LP+ ANP group were (0.26±0.41), (0.17±0.26), (8.55±0.46) and (6.30±0.45); the serum amylase activities were (219.70±19.73), (217.60±11.30), (2896.24±98.32) and (1837.13±131.60)U/L, IL-1β were (0.87±0.28), (1.4±0.85), (67.41±6.45) and (36.33±5.65)pg/ml, IL-6 were (0.74±0.27), (0.16±0.16), (280586.12±39163.92) and (107912.75±31283.47)pg/ml, IL-10 were (35.52±5.27), (50.99±15.34), (2008.45±184.83) and (3070.35±403.71)pg/ml; the expression level of pancreatic IL-1β mRNA was 1.42±0.39, 0.95±25, 20.53±0.50 and 10.69±1.01, IL-6 mRNA was 1.31±0.44, 0.93±0.023, 21.97±1.71 and 11.54±1.75, IL-10 mRNA was 0.93±0.14, 0.75±0.15, 0.99±0.21 and 1.76±0.19; there was no significant difference between LP and CON group, and pancreatic pathological scores, serum amylase、IL-1β and IL-6 levels, and the expression level of pancreatic IL-1β and IL-6 mRNA were significantly decreased in LP+ ANP group compared with those in ANP group, while serum IL-10 levels and the expression level of pancreatic IL-10 mRNA were significantly increased compared with ANP group, and all the differences were statistically significant (all P values <0.05). The pathological scores of ileal tissue of CON, LP, ANP and LP+ ANP group were 0, 0, (3.17±0.41) and (1.67±0.52); the levels of serum DAO of CON, LP, ANP and LP+ ANP group were (0.03±0.03), (0.02±0.02), (0.50±0.05) and (0.49±0.06)ng/ml; LPS levels were (2.75±0.35), (3.74±0.28), (7.19±0.92) and (5.88±0.38)ng/ml; the expression level of ileal IL-1β mRNA was 1.21±0.20, 1.17±0.09, 1.81±0.25 and 1.63±0.21; IL-6 mRNA was 1.01±0.29, 2.83±0.42, 54.45±8.50 and 16.87±4.42; IL-10 mRNA was 1.12±0.41, 6.09±2.51, 11.65±1.47 and 29.86±2.93. There was no significant difference between LP and CON group, except that the ileal IL-10 mRNA expression was significantly higher than that of CON group. Ileal pathological scores, serum LPS levels and the expression level of ileal IL-6 mRNA were significantly lower in LP+ ANP group than those in ANP group, while the expression level of ileal IL-10 mRNA was significantly higher than that of ANP group; the expression of ileal tight junction proteins (ocludin, claudin-1, ZO-1) was significantly higher than those in ANP group, and all the differences were statistically significant (all P values <0.05). Conclusions:LP WCFS1 gavage could ameliorate the injury of pancreatic and ileal barrier in caerulein-induced ANP mice.
6.Significance of matrix metalloproteinase-9 and tissue inhibitor of metalloproteinase-1 levels in evaluation of severe hand ,foot ,and mouth disease complicated with neurogenic pulmonary edema
Shuqin FU ; Chunlan SONG ; Yajie CUI ; Peng LI ; Fang CHEN ; Lin ZHU ; Junhao CUI
Chinese Journal of Infectious Diseases 2018;36(9):547-551
Objective To investigate the significance of matrix metalloproteinase-9 (MMP-9) and tissue inhibitor of metalloproteinase-1 (TIMP-1) in serum and cerebrospinal fluid for evaluation of severe hand ,foot ,and mouth disease (HFMD) complicated with neurogenic pulmonary edema (NPE).Methods A total of 140 patients diagnosed with HFMD in Henan Children′s Hospital were enrolled and divided into three groups including mild group ,severe HFMD group without NPE ,severe HFMD group with NPE .These severe HFMD patients were also divided into survival group and death group according to the 28-day prognosis .Meanwhile ,50 age-matched healthy children were selected as controls .Serum MMP-9 and TIMP-1 levels were measured in all enrolled children .At the same time ,MMP-9 ,TIMP-1 and ratio of MMP-9/TIMP-1 in cerebrospinal fluid were measured in the severe HFMD group with and without NPE .Quantitative data were compared using one-way analysis of variance , and means comparisons between samples were conducted using LSD-t test .Results Among 140 children with HFMD ,66 were in mild group ,42 in severe HFMD without NPE group ,and 32 in severe HFMD with NPE group .And 50 healthy children were in control group .After 28 days ,14 cases died in severe HFMD groups .MMP-9 , TIMP-1 and MMP-9/TIMP-1 in serum of severe HFMD group with NPE increased significantly greater than those in the other three groups (F=269 .356 ,121 .301 and 101 .502 ,respectively ,all P <0 .05). MMP-9 ,TIMP-1 and MMP-9/TIMP-1 in cerebrospinal fluid of severe HFMD group with NPE were (57 .24 ± 8 .92) μg/L ,(35 .26 ± 8 .14) μg/L and (1 .66 ± 0 .23) μg/L ,respectively ,while those in cerebrospinal fluid of severe HFMD group without NPE were (30 .57 ± 3 .89) μg/L ,(26 .25 ± 0 .32) μg/L and (1 .17 ± 0 .61) μg/L ,respectively .The differences between the two groups were all statistically significant (t=62 .485 ,37 .680 and 169 .387 ,respectively ,all P<0 .01).MMP-9 ,TIMP-1 and MMP-9/TIMP-1 in serum and cerebrospinal fluid of death group increased significantly greater than those in survival group ,the difference were statistically significant (all P<0 .01).The maximum area under curve (AUC) was reached when the MMP9/TIMP-1 ratio in cerebrospinal fluid was 0 .890 (95% CI :0 .801 -0 .978).Conclusions MMP-9 and TIMP-1 may be involved in the pathogenesis of HFMD complicated with NPE .The detection of MMP-9 and TIMP-1 levels may be beneficial for the early diagnosis of severe HFMD with NPE .The imbalance of MMP-9/TIMP-1 ratio can be used as one of the predictors of severe HFMD combined with NPE.
7.Survey on cognition and attitude about HPV and HPV vaccines among nurses in tumor special hospital
Chunlan WANG ; Hemei WANG ; Liyao XIA ; Xuefeng CHEN ; Shuying LIU ; Liying FU ; Xiaofang HONG
Chinese Journal of Modern Nursing 2018;24(26):3204-3207
Objective To investigate the cognition and attitude about human papillomavirus (HPV) and HPV vaccines among nurses, so as to provide a certain basis for the popularization of HPV vaccine. Methods A self-designed questionnaire was used to survey the cognition and attitude about HPV and its vaccine among nurses in Zhejiang Cancer Hospital by a professional platform named "Wenjuanxing" from August to September 2017. A total of 206 questionnaires were collected.Results Among 206 nurses, 98.5% of the nurses had heard of HPV, only 14.1% knew HPV could spread through touching and 41.3% knew that HPV infection can be self subsided. 90.3% of the nurses had heard of HPV vaccine. 78.6% of the nurses would like to take HPV vaccine, and 70.2% of the nurses agreed their daughters to take HPV vaccine. Over 60% nurses worried about the safety and efficacy of HPV vaccine.Conclusions Nurses have some knowledge about HPV and HPV vaccine, but it is not comprehensive enough. The government should strengthen the publicity of knowledge about HPV and HPV vaccine.
8.The effect and mechanism of rt-PA combined with high pressure oxygen on cerebral ischemia-reperfusion inj ury in rats
Qingguo BI ; Chunlan LIU ; Jianhui FU ; Qinghua LI ; Xinjuan CHU ; Weizhong XIAO
Journal of Xi'an Jiaotong University(Medical Sciences) 2016;37(3):372-377
Objective To evaluate the effect and mechanism of rt-PA combined with high pressure oxygen (HPO)on cerebral ischemia-reperfusion injury in rats.Methods The model of cerebral ischemia-reperfusion injury was constructed by using middle cerebral artery occlusion.The neurological function score;brain index,water content and infarction volume;SOD;LDH;NOS;MDA;LD;NO and NOS were measured.The protein and mRNA expressions of iNOS,BDNF,p75NTR and TrkB were also detected by RT-PCR and Western blot to evaluate and compare the protective effect of rt-PA combined HPO therapy. Results rt-PA combined HPO could significantly decrease the neurological function score;brain index,water content,and infarction volume;SOD;NOS;MDA;LD;NO and NOS but increase LDH content and the weight of rats,compared with rt-PA.In addition,rt-PA combined HPO could increase BNDF and TrKB expressions and downregulate the expressions of iNOS and p75NTR,compared with rt-PA (P<0.05).Conclusion The rt-PA combined HPO therapy has a greater protective effect than rt-PA therapy and its mechanism might be related to having antioxidant effects, increasing the expressions of BDNF and TrKB,and decreasing the expressions of iNOS and p75NTR.
9.Postoperative quality of life of cervical cancer patients treated by laparoscopic surgery
Junjian WANG ; Chunlan WANG ; Wanping ZHANG ; Jing FANG ; Zhiqin FU
China Journal of Endoscopy 2016;22(6):31-34
Objectives To investigate the postoperative quality of life of cervical cancer patients treated by laparo-scopic surgery. Methods 27 cases of cervical cancer treated by laparoscopic surgery from May 2009 to September 2010 as observation group, 27 cases of cervical cancer treated by laparotomy treatment in the same period as control group. Observe and analyzed the clinical data, operation, postoperative recurrence and survival rates and postopera-tive FACT-G score between the two groups. Results Age, body mass index has no statistical difference between the two groups ( > 0.05), the blood loss in observation group was less than that in control group ( < 0.05), the lymph node dissection number in observation group was more than that in control group ( < 0.05), the exhaust time and hospital stay in observation group were less than that in control group ( <0.05), the 1-year, 3-year and 5-year re-currence rate and survival rate in observation group showed no significant difference compared with control group ( < 0.05). The 1-year, 3-year and 5-year FACT-G score in control group were higher than that in control group ( < 0.05). Conclusion Laparoscopic surgery for cervical cancer patients can reduce bleeding, shorten exhaust time and hospitalization time, improve postoperative FACT-G score and postoperative quality of life of cervical cancer pa-tients.
10.Clinical signiifcance ofSox17 gene promoter methylation in plasma circulating DNA in breast cancer patients
Deyuan FU ; Chuanli REN ; Haosheng TAN ; Jinli WEI ; Yuxiang ZHU ; Chunlan HE ; Wenxi SHAO ; Jiaxin ZHANG
China Oncology 2014;(11):808-813
Background and purpose:Aberrant DNA methylation that leads to the inactivation of tumor suppressor genes plays important roles in development and progression of breast cancer. Clinically, related gene methylation is considered to be a promising biomarker for tumor diagnosis and prognosis. This study aimed to investigate the methylation status ofSox17 gene in breast cancer tissue and its corresponding plasma circulating DNA, as well as to investigate its value in breast cancer early diagnosis and prognosis.Methods:TheSox17 gene promoter methylation status was detected by MSP in 86 cases of breast cancer, 36 normal breast tissues and its paired plasma DNA, the results were analyzed with corresponding clinical and pathological features.Results:The frequency ofSox17 gene methylation rate among 86 breast cancer tissues was 77.9%(67/86), and was 61.6%(53/86)in plasma circulating DNA, however, noSox17 gene methylation was found in normal breast tissues.Sox17 gene promoter methylation in plasma circulating DNA was signiifcantly associated with the methylation status in tumor tissues (r=0.502,P=0.000). In breast cancer tissue specimens,Sox17 methylation status was significantly correlated with tumor stage (χ2=6.18,P=0.041) and lymph node metastasis (χ2=13.54,P=0.001);Sox17 gene methylation rate was signiifcantly correlated with tumor stage (χ2=27.06,P=0.000), tumor size (χ2=9.65,P=0.007) and lymph node metastasis (χ2=20.80,P=0.000) in plasma samples, and there was no signiifcant difference ofSox17 gene methylation between patient age, histological grade and ER, PR, HER-2/neu status.Conclusion:Sox17 gene promoter methylation plays an important role in the carcinogenesis and development of breast cancer, and may be associated with the prognosis of breast cancer. Furthermore, methylatedSox17 gene may be a useful tumor biomarker in plasma circulating DNA for breast cancer detection and disease monitoring.

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