1.Factors influencing repeat blood donor lapsing in Guangzhou: based on the zero-inflated poisson regression model
Rongrong KE ; Guiyun XIE ; Xiaoxiao ZHENG ; Yingying XU ; Xiaochun HONG ; Shijie LI ; Yongshi DENG ; Jinyu SHEN ; Jinyan CHEN ; Jian OUYANG
Chinese Journal of Blood Transfusion 2025;38(1):73-78
[Objective] To analyze the influencing factors of repeat blood donor lapsing using a zero-inflated poisson regression model (ZIP). [Methods] The blood donation behavior of 12 498 whole blood donors from 2020 was tracked until December 31, 2023. The factors influencing the frequency of blood donations in a given year was analyzed using ZIP, and donors with 0 blood donation in that year were considered to have lapsed. The changes in relevant influencing factors associated with each blood donation were measured and modeled for analysis. [Results] The zero-inflated part of ZIP showed that the risk of lapsing of male blood donors was 2.24 times that of female blood donors (OR 95% CI:1.864-2.696, P<0.001); the risk of lapsing of the 35-44 age group and over 45 age group was respectively 40% (OR 95% CI:0.455-0.790, P<0.001) and 61%(OR 95% CI:0.268-0.578, P<0.001) lower than that of the under 25 age group; the risk of lapsing for those who have donated blood twice and ≥3 times was respectively 50% (OR 95% CI:0.405-0.609, P<0.001) and 81% (OR 95% CI:0.154-0.225, P<0.001) lower than that of first-time donors; the risk of lapsing of those with junior high or high school education was 1.2 times that of those with a college degree or higher (OR 95% CI:1.033-1.384, P<0.05); the risk of lapsing for the divorced group was 2.02 times that of the married group (OR 95% CI:1.445-2.820, P<0.001); the risk of lapsing for those with an income (Yuan) of 10 000 to 50 000, 50 000 to 100 000 and more than 100 000 was respectively 0.67 (OR 95% CI:0.552-0.818, P<0.001), 0.72 (OR 95% CI:0.591-0.884, P=0.002) and 0.67 (OR 95% CI:0.535-0.834, P<0.001) times that of those with an income (Yuan) of less than 10 000. The results of the Poisson part are consistent with the results of the zero-inflated part in terms of age and education level. [Conclusion] Blood donor lapsing is overall related to factors such as gender, age, donation frequency, education, marital status and family income. It's essential to care for those blood donors prone to lapse to retain more regular blood donors.
2.Construction of a prediction efficacy model for PD-1 inhibitor in advanced esophageal squamous cell carcinoma
Shanshan WU ; Xiaojie HUANG ; Xiaochun XIE ; Shaokai HUANG ; Lina HUANG ; Xiaofen WANG
China Pharmacy 2025;36(17):2154-2159
OBJECTIVE To develop a prediction model for durable clinical benefit (DCB) in patients with advanced esophageal squamous cell carcinoma (ESCC) receiving programmed death-1 (PD-1) inhibitor. METHODS The clinical data of patients with advanced ESCC who received PD-1 inhibitor in Jieyang People’s Hospital were retrospectively collected between January 2020 to December 2023. Predictors were screened by least absolute shrinkage and selection operator (Lasso) regression, and a multivariable Logistic regression model was developed to predict DCB. A nomogram was constructed based on the model. Internal validation of the prediction model was performed by using the Bootstrap method, and the model was evaluated by the receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis. RESULTS A total of 91 patients with advanced ESCC were included. The results of Lasso regression combined with Logistic regression analysis indicated that the baseline lymphocyte monocyte ratio (LMR) [odds ratio (OR)=1.97, 95% confidence interval (CI): 1.15-3.36, P=0.013], albumin (ALB) content (OR=1.35, 95%CI: 1.13-1.60, P<0.001), body mass index (BMI) category 1 [normal vs. low: OR= 0.28, 95%CI (0.09-0.96), P=0.042], BMI category 2 [overweight-obesity vs. low: OR=0.08, 95%CI (0.01-0.59), P=0.013], and treatment regimen [monotherapy vs. monotherapy combination therapy: OR=0.07, 95%CI (0.01-0.50), P=0.008] were predictive factors for patients with advanced ESCC to achieve DCB when treated with PD-1 inhibitor. A prediction model was constructed based on the above indicators. Internal validation of the model using the Bootstrap method showed an area under the curve of 0.831 (95%CI: 0.746-0.904), with specificity of 74.4% and sensitivity of 75.0%. The Hosmer-Lemeshow test yielded χ2= 9.930, P=0.270, and the calibration curve slope was close to 1. The decision curve analysis demonstrated that the model exhibited good clinical utility within a threshold range of 0.1 to 1.0. CONCLUSIONS The prediction model based on baseline LMR, ALB content, BMI, and treatment regimen demonstrates robust predictive performance and clinical utility for assessing therapeutic efficacy of PD-1 inhibitor in the treatment of advanced ESCC.
3.Health status analysis of blood donors: based on the ordinal multinomial logistic regression model
Fanfan FENG ; Guiyun XIE ; Xuecheng DENG ; Jian OUYANG ; Chong CHEN ; Xiaochun HONG ; Sihai ZENG ; Yue ZHANG ; Manyu HUANG ; Jinyan CHEN ; Xia RONG ; Shijie LI
Chinese Journal of Blood Transfusion 2024;37(11):1281-1287
[Objective] To explore the characteristics of lifestyle behaviors and mental health status among blood donors in Guangzhou, and to investigate the correlation between donation frequency and these factors. [Methods] A cross-sectional study was conducted among 13 042 whole blood donors from 17 street blood donation sites of Guangzhou Blood Center from May to August 2020. Descriptive analysis was used to describe the characteristics of lifestyle behaviors and mental health status among blood donors in Guangzhou. Ordinal multinomial logistic regression model was used to analyze the correlation between donation frequency and these factors. [Results] It was found that some of 13 042 blood donors had unhealthy habits, such as 6.8% (698/10 214,2 828 missing values) had severe tobacco dependence, 30.6% (3 997/13 042) had low exercise levels, 38.8%(5 056/13 042)had poor sleep quality, and 2.2% (271/12 159,883 missing values) had alcohol dependence. In addition, 2.8% (364/13 042) and 1.3% (172/13 042) of the donors may have moderate to severe depression and anxiety symptoms, respectively. The results of the ordinal multinomial logistic regression model showed that exercise level was significantly negatively correlated with the degree of depression and anxiety among blood donors. With the decrease in exercise level, the possibility of depression and anxiety among donors increased significantly. BMI, household income, education level, marital status, donation frequency, alcohol consumption and smoking had no significant correlation with the mental health status of donors. [Conclusion] Improving the exercise habits of blood donors may help enhance their mental health level. It is recommended that blood station staff strengthen the content of exercise when providing health education to blood donors to maintain a healthy lifestyle. It also suggests that there may be a certain degree of under-diagnosis of mental health problems in the process of health consultation before blood donation, and conducting more comprehensive and effective mental health assessments for blood donors is recommended.
4.Influence of SLCO1B3 Polymorphisms on Pharmacodynamics of Mycophenolate Mofetil in Lupus Nephritis Patients
Xiaochun XIE ; Qingling GU ; Baijie XU ; Shouqi MO ; Xuzhen CAI ; Lina HUANG ; Min HUANG ; Jiali LI
Chinese Journal of Modern Applied Pharmacy 2024;41(1):133-137
OBJECTIVE
To investigate the effect of polymorphisms of solute carrier organic anion transporter family, member 1B3(SLCO1B3) gene on the pharmacodynamics of mycophenolate mofetil(MMF) in patients with lupus nephritis.
METHODS
Patients with lupus nephritis who were treated in Jieyang People’s Hospital from September 2019 to April 2021 were selected. All subjects were treated with MMF for at least 12 months, or discontinued due to poor efficacy. The efficacy of MMF was evaluated. The SLCO1B3 334T>G/699G>A(rs4149117/rs7311358) genotype was detected using Agena MassARRAY®, and the correlation between gene polymorphisms and MMF pharmacodynamics was analyzed using SPSS 25.0 software.
RESULTS
The genotype frequencies of SLCO1B3 334T>G/699G>A were in Hardy-Weinberg equilibrium. The probability of poor MMF treatment effect of 334GG/699AA carriers was significantly higher than that of 334TT/699AA and 334TG/699GA carriers(P<0.001); Logistic regression showed that both 334GG/699AA and urine protein>2.5 g·(24 h)−1 were the risk factors for poor MMF treatment[OR=4.038(1.731, 9.420), P<0.001; OR=4.157(1.705, 10.137), P=0.002]. Combined analysis showed that patients with both 334GG/699AA genotype and urine protein>2.5 g·(24 h)−1 were at higher risk for poor efficacy[OR=8.563(3.301, 22.216), P<0.001].
CONCLUSION
SLCO1B3 334T>G/699G>A is related to the efficacy of MMF treating lupus nephritis, and 334GG/699AA carriers are more likely to result in poor efficacy.
5.Effects of biofeedback electrical stimulation on stress urinary incontinence and pelvic floor muscle strength during postpartum rehabilitation
Xiaojing LIU ; Xiaochun HUANG ; Yunyi MIAO ; Lingling XIE
Chinese Journal of Postgraduates of Medicine 2024;47(2):162-166
Objective:To analyze the effect of biofeedback electrical stimulation on the prevention of stress urinary incontinence and pelvic floor muscle strength during postpartum rehabilitation.Methods:A total of 200 parturients who gave birth in Ningde Municipal Hospital of Ningde Normal University from October 2021 to April 2022 were included as research objects and divided into the control group and the observation group according to different rehabilitation programs, with 100 cases in each group. The control group was given routine rehabilitation, and the observation group was given biofeedback electrical stimulation on the basis of the control group, the parturients in the two groups were treated for 3 months. The occurrence of stress urinary incontinence in the two groups was compared, and the pelvic floor muscle strength before and after treatment were compared between the two groups. The scores of International Consultation on Incontinence Questionnaire Short Form (ICI-Q-SF) and Pelvic Floor Impact Questionnaire-7 (PFIQ-7) were compared between the two groups.Results:The total incidence of stress urinary incontinence in the observation group was lower than that in the control group: 4.00%(4/100) vs. 15.00%(15/100), there was statistical difference( χ2 = 9.00, P<0.05). After treatment, the muscle strength grade, class Ⅰ muscle fiber, class Ⅱ muscle fiber and average voltage of pelvic floor muscle in the observation group were higher than those in the control group: (3.85 ± 0.27) grades vs. (3.74 ± 0.32) grades, (10.23 ± 1.17) μV vs. (8.84 ± 1.13) μV, (11.56 ± 0.19) μV vs. (10.98 ± 0.24) μV, (18.12 ± 3.24) μV vs. (14.69 ± 3.01) μV, there were statistical differences ( P<0.05). After treatment, the scores of ICI Q-SF and PFIQ-7 in the observation group were lower than those in the control group: (7.02 ± 1.26) scores vs. (8.26 ± 1.15) scores, (18.96 ± 4.31) scores vs. (24.17 ± 5.62) scores, there were statistical differences ( P<0.05). Conclusions:The application of biofeedback electrical stimulation in postpartum rehabilitation can reduce the incidence of stress urinary incontinence, improve postpartum pelvic floor muscle strength, and reduce the impact of stress urinary incontinence and pelvic floor muscle disorder on daily life.
6.Protective Effect and Molecular Mechanism of Hirudin on Kidney of Diabetic Rats
Yiqian HE ; Jun XIE ; Bingjia ZHAO ; Xiaochun LIANG ; Ling QU
Medical Journal of Peking Union Medical College Hospital 2024;15(6):1372-1381
To investigate the protective effect of hirudin on kidneys of diabetic rats and its molecular mechanism. Eighteen Sprague-Dawley rats were randomly divided into control group ( Compared with the control group, the diabetic model group showed significantly elevated random blood glucose and renal function parameters during the 6-week treatment (both Hirudin improved renal pathological changes in diabetic rats, and its mechanism may be related to the decrease of fibrosis-related factors and inhibition of the activation of the JAK2/STAT3 pathway.
7.Protective Effect and Molecular Mechanism of Hirudin on Kidney of Diabetic Rats
Yiqian HE ; Jun XIE ; Bingjia ZHAO ; Xiaochun LIANG ; Ling QU
Medical Journal of Peking Union Medical College Hospital 2024;15(6):1372-1381
To investigate the protective effect of hirudin on kidneys of diabetic rats and its molecular mechanism. Eighteen Sprague-Dawley rats were randomly divided into control group ( Compared with the control group, the diabetic model group showed significantly elevated random blood glucose and renal function parameters during the 6-week treatment (both Hirudin improved renal pathological changes in diabetic rats, and its mechanism may be related to the decrease of fibrosis-related factors and inhibition of the activation of the JAK2/STAT3 pathway.
8.Construction of a rapid depression screening model for blood donors in Guangzhou based on decision tree
Guiyun XIE ; Fanfan FENG ; Xuecheng DENG ; Xiaochun HONG ; Jian OUYANG ; Chong CHEN ; Sihai ZENG ; Xia RONG ; Jinyan CHEN ; Shijie LI
Chinese Journal of Blood Transfusion 2023;36(8):705-709
【Objective】 To investigate the prevalence of depression in blood donors and analyze the related factors, so as to develop a rapid depression screening model for blood donors. 【Methods】 A total of 13 015 street whole blood donors in Guangzhou Blood Center during May to August, 2020 filled in an anonymous e-questionnaire, including social demography information and the Patient Health Questionnaire-9 before donation. The cut-off value for detecting depression was 10. Logistic regression by SPSS 26.0 was used to analyze depression related factors. 2-level decision tree with 30/10 as the minimum number of cases in parent/child node, 10-fold cross validation was used to cut items of PHQ-9 to form the depression screening model. 【Results】 364 out of 13 015 (2.80%) street whole blood donors reported a score ≥ 10. Donors with 18-29 years old (P <0.05), unmarried (P<0.05), less than 50 000 RMB household income per year (P< 0.05) were more prone to depression. 81.96% donors in "<10 scores" group, while 3.85%donors in "≥ 10 scores" group were in two terminal nodes formed by Item-6, 2 and 4 of PHQ-9. After verification by the 10 fold crossover method, the estimated misclassification risk of the model was 1.7%. 【Conclusion】 The screening prevalence of depression based on PHQ-9 in Guangzhou blood donors was 2.8%(95% CI: 2.52%-3.09%) . Donation frequency was not related to depression. A rapid and efficient depression screening model for blood donors based on item-6, 2 and 4 of PHQ-9 was developed.
9.Ozonated oil alleviates dinitrochlorobenzene-induced allergic contact dermatitis via inhibiting the FcεRI/Syk signaling pathway.
Zhibing FU ; Yajie XIE ; Liyue ZENG ; Lihua GAO ; Xiaochun YU ; Lina TAN ; Lu ZHOU ; Jinrong ZENG ; Jianyun LU
Journal of Central South University(Medical Sciences) 2023;48(1):1-14
OBJECTIVES:
Ozone is widely applied to treat allergic skin diseases such as eczema, atopic dermatitis, and contact dermatitis. However, the specific mechanism remains unclear. This study aims to investigate the effects of ozonated oil on treating 2,4-dinitrochlorobenzene (DNCB)-induced allergic contact dermatitis (ACD) and the underling mechanisms.
METHODS:
Besides the blank control (Ctrl) group, all other mice were treated with DNCB to establish an ACD-like mouse model and were randomized into following groups: a model group, a basal oil group, an ozonated oil group, a FcεRI-overexpressed plasmid (FcεRI-OE) group, and a FcεRI empty plasmid (FcεRI-NC) group. The basal oil group and the ozonated oil group were treated with basal oil and ozonated oil, respectively. The FcεRI-OE group and the FcεRI-NC group were intradermally injected 25 µg FcεRI overexpression plasmid and 25 µg FcεRI empty plasmid when treating with ozonated oil, respectively. We recorded skin lesions daily and used reflectance confocal microscope (RCM) to evaluate thickness and inflammatory changes of skin lesions. Hematoxylin-eosin (HE) staining, real-time PCR, RNA-sequencing (RNA-seq), and immunohistochemistry were performed to detct and analyze the skin lesions.
RESULTS:
Ozonated oil significantly alleviated DNCB-induced ACD-like dermatitis and reduced the expressions of IFN-γ, IL-17A, IL-1β, TNF-α, and other related inflammatory factors (all P<0.05). RNA-seq analysis revealed that ozonated oil significantly inhibited the activation of the DNCB-induced FcεRI/Syk signaling pathway, confirmed by real-time PCR and immunohistochemistry (all P<0.05). Compared with the ozonated oil group and the FcεRI-NC group, the mRNA expression levels of IFN-γ, IL-17A, IL-1β, IL-6, TNF-α, and other inflammatory genes in the FcεRI-OE group were significantly increased (all P<0.05), and the mRNA and protein expression levels of FcεRI and Syk were significantly elevated in the FcεRI-OE group as well (all P<0.05).
CONCLUSIONS
Ozonated oil significantly improves ACD-like dermatitis and alleviated DNCB-induced ACD-like dermatitis via inhibiting the FcεRI/Syk signaling pathway.
Animals
;
Mice
;
Dinitrochlorobenzene/metabolism*
;
Skin/metabolism*
;
Cytokines/metabolism*
;
Interleukin-17/metabolism*
;
Tumor Necrosis Factor-alpha/metabolism*
;
Dermatitis, Allergic Contact/pathology*
;
Dermatitis, Atopic/chemically induced*
;
Signal Transduction
;
RNA, Messenger/metabolism*
;
Mice, Inbred BALB C
10.Analysis of typical experiences of public hospital salary system reform in Sichuan province
Xiaochun ZHANG ; Dongmei XIE ; Wen CHEN ; Yi YANG ; Lei LUO ; Yashu RAO ; Xia ZHONG ; Yue HU ; Jia HE ; Jie XIAO ; Tao WU
Chinese Journal of Hospital Administration 2023;39(2):102-107
Objective:To analyze the experiences and practice in the reform of public hospital salary system in Sichuan province, summarize the typical modes of such reform in the province, and provide references for further reform.Methods:As of October 29, 2021, the research group received 77 sets of typical experience materials submitted by the health commissions and public hospitals in Sichuan province on enforcing the reform of the public hospital salary system. The analysis framework was based on the five main elements proposed in the Guidance to Deepening the Reform of the Salary System of Public Hospitals for the purpose of furthering the reform. These five elements refer to " reasonably determining the level of salary in public hospitals" " fully implementing the autonomy of internal distribution in public hospitals " " establishing and improving the incentive and restraint mechanism for the remuneration of public hospital leaders" " improving the assessment and evaluation mechanism oriented to public welfare" and " funding sources ". A quantitative analysis was made on the typical experience materials using the social network analysis method, while a qualitative analysis was made on the typical experience materials using the content analysis method. Results:The results of social network analysis showed that the network density was 0.272; the highest point centrality was " fully implement the autonomy of internal distribution in public hospitals" (0.935), and the highest intermediary centrality was " improving the assessment and evaluation mechanism oriented to public welfare" (0.870), while the closeness to centrality of " establishing and improving the incentive and constraint mechanism for the salary of public hospital leaders" (0.434) and " funding sources" (0.421) were relatively low. The results of content analysis showed that the ones with higher frequency among all the typical experience materials were " fully implementing the autonomy of internal distribution of hospitals" (72 times) and " improving the assessment and evaluation mechanism oriented to public welfare" (67 times), while the ones with lower frequency were " establishing and improving the salary incentive and constraint mechanism for public hospital leaders" (17 times) and " funding sources" (14 times). In terms of unity and synergy, the typical models of public hospital salary system reform in the province could be categorized as the fine standard mode, the fair value mode, the autonomous synergy mode and the circular symbiosis mode.Conclusions:Deepening the reform of the salary system of public hospitals should unify the standards and improve the fair and refined assessment and evaluation mechanism; explore various forms of distribution and build an internal autonomous and synergistic incentive mechanism; pay attention to the weak remuneration incentive mechanism for hospital leaders and the problem of a relatively single source of funding.


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