1.Status and influencing factors of psychological resilience in female infertility patients based on random forest algorithm
Huichang TAN ; Guqing ZENG ; Mulazhen WANG ; Sushan QIAN ; Jing ZHANG ; Mei TONG ; Yanhui ZHOU
Chinese Journal of Practical Nursing 2025;41(33):2622-2628
Objective:To explore the status of psychological resilience in female infertility patients and analyze its influencing factors, providing a basis for developing effective intervention measures in clinical practice.Methods:A convenient sampling method was used to select female infertility patients who visited the Reproductive Medicine Center of the First Affiliated Hospital of the University of South China from March to October 2024 as the research objects. A cross-sectional survey was conducted using the General Data Questionnaire, Connor-Davidson Resilience Scale, Herth Hope Index, the Infertility Stigma Scale, Family Resilience Scale and Perceived Social Support Scale. The random forest algorithm was used to rank the importance of variables, Lasso regression was used to further screen variables, and the selected variables were included in multiple stepwise regression analysis to analyze the influencing factors.Results:Ultimately, 322 female infertility patients aged (30.40 ± 4.50) were included. The psychological resilience score was (64.29 ± 10.05) points, which was above the medium level. The top 6 influential factors in the importance of variables were stigma, family resilience, age, social support, infertility cause and hope level. Multiple stepwise regression analysis showed that age, infertility cause, hope level, stigma, family resilience and social support were the main influencing factors of mental resilience of female infertility patients ( t values were -8.32 to 6.85, all P<0.05). Conclusions:The psychological resilience of female infertility patients is above the medium level, and the psychological resilience of infertile women is affected by many factors such as individual characteristics, family environment and social support. Medical staff should take targeted intervention measures to improve the psychological resilience of female infertility patients.
2.Status and influencing factors of psychological resilience in female infertility patients based on random forest algorithm
Huichang TAN ; Guqing ZENG ; Mulazhen WANG ; Sushan QIAN ; Jing ZHANG ; Mei TONG ; Yanhui ZHOU
Chinese Journal of Practical Nursing 2025;41(33):2622-2628
Objective:To explore the status of psychological resilience in female infertility patients and analyze its influencing factors, providing a basis for developing effective intervention measures in clinical practice.Methods:A convenient sampling method was used to select female infertility patients who visited the Reproductive Medicine Center of the First Affiliated Hospital of the University of South China from March to October 2024 as the research objects. A cross-sectional survey was conducted using the General Data Questionnaire, Connor-Davidson Resilience Scale, Herth Hope Index, the Infertility Stigma Scale, Family Resilience Scale and Perceived Social Support Scale. The random forest algorithm was used to rank the importance of variables, Lasso regression was used to further screen variables, and the selected variables were included in multiple stepwise regression analysis to analyze the influencing factors.Results:Ultimately, 322 female infertility patients aged (30.40 ± 4.50) were included. The psychological resilience score was (64.29 ± 10.05) points, which was above the medium level. The top 6 influential factors in the importance of variables were stigma, family resilience, age, social support, infertility cause and hope level. Multiple stepwise regression analysis showed that age, infertility cause, hope level, stigma, family resilience and social support were the main influencing factors of mental resilience of female infertility patients ( t values were -8.32 to 6.85, all P<0.05). Conclusions:The psychological resilience of female infertility patients is above the medium level, and the psychological resilience of infertile women is affected by many factors such as individual characteristics, family environment and social support. Medical staff should take targeted intervention measures to improve the psychological resilience of female infertility patients.
3.Clinical and immunological mechanisms of myasthenia gravis and pregnancy
Xiaoqing LIU ; Manqiqige SU ; Sushan LUO ; Chongbo ZHAO ; Yali ZHANG
Chinese Journal of Neurology 2023;56(3):338-343
The clinical symptoms of myasthenia gravis (MG) in women are closely related to pregnancy, and the outcome of pregnancy and neonates is related to MG disease control, comorbidities and antibody types. The exacerbation of muscle weakness usually appeared in the first trimester and postpartum 0-3 months. The adverse pregnancy outcomes of MG mothers are mainly fetal arrest and abortion. Neonatal muscle weakness and congenital joint flexion are common neuromuscular lesions in childbirth. During pregnancy, the immune system of MG pregnant women is regulated by estrogen/progesterone/prolactin/glucocorticoid, and the main result is to inhibit pro-inflammatory response and promote immune tolerance. However, the specific interaction between MG and pregnancy remains to be elucidated in prospective cohort studies.
4.Efficacy and safety of vagus nerve stimulation in the treatment of refractory epilepsy.
Zhuanyi YANG ; Dingyang LIU ; Zhiquan YANG ; Xiaoyu CHEN ; Yuxiang CAI ; Jian LIU ; Junmei ZHANG ; Sushan LI
Journal of Central South University(Medical Sciences) 2021;46(10):1096-1101
OBJECTIVES:
Vagus nerve stimulation (VNS) is a neuromodulative therapeutic technique for patients with drug-resistant epilepsy who are not suitable for resection or who have experienced a failed resection. This study aims to explore the efficacy and safety of VNS in patients with refractory epilepsy, and to analyze the influential factors for the efficacy.
METHODS:
A retrospective review of clinical data were conducted for 35 patients, who were treated for refractory epilepsy through VNS surgery in the Department of Neurosurgery, Xiangya Hospital, Central South University from April 2016 to August 2019. All patients were analyzed in terms of the clinical and follow-up data.
RESULTS:
After a mean follow-up of 26 months (6-47 months), outcome was as follows: 7 patients were MuHugh class I, 13 patients were MuHugh class II, 8 patients were MuHugh class III, and 7 patients were MuHugh class IV-V. The total efficacy rate in the short duration group was significantly higher than that in the long duration group (77.8% vs 50.0%,
CONCLUSIONS
VNS is a safe and effective option in treating patients with refractory epilepsy, especially for those with short duration.
Drug Resistant Epilepsy/therapy*
;
Humans
;
Magnetic Resonance Imaging
;
Retrospective Studies
;
Seizures
;
Treatment Outcome
;
Vagus Nerve Stimulation
5.Association of an Increased Risk of Pre-eclampsia and Fetal Growth Restriction in Singleton and Twin Pregnancies with Female Fetuses
Shilei BI ; Lizi ZHANG ; Zhijian WANG ; Jingman TANG ; Sushan XIE ; Jingjin GONG ; Lin LIN ; Luwen REN ; Lijun HUANG ; Shanshan ZENG ; Jingsi CHEN ; Lili DU ; Dunjin CHEN
Maternal-Fetal Medicine 2021;03(1):18-23
Objective::To investigate whether the fetal gender affects the incidence of pre-eclampsia (PE) and fetal growth restriction (FGR) in singleton and twin pregnancies.Methods::This was a 10-year single-center, retrospective, cohort study from January 2009 to January 2019. A total of 57,129 singleton and 3699 twin pregnancies aged between 18-55 years old were recruited at the Third Affiliated Hospital of Guangzhou Medical University, China. We used multivariable logistic regression to analyze the effect of fetal gender on the incidence of PE and FGR.Results::In singleton pregnancies, the incidence rates of PE and FGR with a female fetus were higher than those with a male fetus (6.4% (1713/26,793) vs. 5.9% (1803/30,336), P < 0.05 and 3.5% (932/26,793) vs. 2.4% (745/30,336), P < 0.05, respectively). A female fetus was an independent risk factor for either PE or FGR (adjusted odds ratio: 1.169 or 1.563; 95% confidence interval: 1.036-1.319 or 1.349-1.810, respectively). In twin pregnancies, the incidence of early-onset PE was greater in pregnancies with two females compared with two males or one male plus one female (4.6% (46/1003) vs. 4.1% (54/1305) vs. 2.4% (33/1391), P < 0.05). Female-female twins was an independent risk factor for PE (adjusted odds ratio: 1.367, 95% confidence interval: 1.011-1.849), especially early-onset PE. Conclusion::The female fetus was associated with PE in both singleton and twin pregnancies and was also a risk factor of FGR in singleton pregnancies.
6.Association of an Increased Risk of Pre-eclampsia and Fetal Growth Restriction in Singleton and Twin Pregnancies with Female Fetuses
Shilei BI ; Lizi ZHANG ; Zhijian WANG ; Jingman TANG ; Sushan XIE ; Jingjin GONG ; Lin LIN ; Luwen REN ; Lijun HUANG ; Shanshan ZENG ; Jingsi CHEN ; Lili DU ; Dunjin CHEN
Maternal-Fetal Medicine 2021;03(1):18-23
Objective::To investigate whether the fetal gender affects the incidence of pre-eclampsia (PE) and fetal growth restriction (FGR) in singleton and twin pregnancies.Methods::This was a 10-year single-center, retrospective, cohort study from January 2009 to January 2019. A total of 57,129 singleton and 3699 twin pregnancies aged between 18-55 years old were recruited at the Third Affiliated Hospital of Guangzhou Medical University, China. We used multivariable logistic regression to analyze the effect of fetal gender on the incidence of PE and FGR.Results::In singleton pregnancies, the incidence rates of PE and FGR with a female fetus were higher than those with a male fetus (6.4% (1713/26,793) vs. 5.9% (1803/30,336), P < 0.05 and 3.5% (932/26,793) vs. 2.4% (745/30,336), P < 0.05, respectively). A female fetus was an independent risk factor for either PE or FGR (adjusted odds ratio: 1.169 or 1.563; 95% confidence interval: 1.036-1.319 or 1.349-1.810, respectively). In twin pregnancies, the incidence of early-onset PE was greater in pregnancies with two females compared with two males or one male plus one female (4.6% (46/1003) vs. 4.1% (54/1305) vs. 2.4% (33/1391), P < 0.05). Female-female twins was an independent risk factor for PE (adjusted odds ratio: 1.367, 95% confidence interval: 1.011-1.849), especially early-onset PE. Conclusion::The female fetus was associated with PE in both singleton and twin pregnancies and was also a risk factor of FGR in singleton pregnancies.
7.Mechanical Properties and Biological Characteristics of the Porous 3D-Printed β-TCP Composite Scaffolds
Chao DU ; Hao JIANG ; Yi CAO ; Zijing DU ; Danyang ZHAO ; Zhencheng YU ; Sushan ZHANG ; Dong HAN
Journal of Medical Biomechanics 2018;33(3):E234-E239
Objective To study the mechanical properties and biological characteristics of 3D-printed porous β-tricalcium phosphate [β-Ca3(PO4)2, β-TCP] scaffolds, so as to provide guidance for the design of composite scaffolds in animal experimentation. Methods Poly 1,8-octanediol citrate (POC), a kind of novel biodegradable materials, was used as the adhesive. The 3D-printed porous β-TCP scaffolds were fabricated by fused deposition modeling (FDM) technology, and Gly-Arg-Gly-Asp-Ser (GRGDS), a kind of polypeptides, was added into the scaffolds to improve the adhesive property of cells. The optical microscope and scanning electron microscope (SEM) were used to observe the micro-pore architectures of those scaffolds. The material testing machine was used to conduct compressive test on the scaffolds, and the water contact angles of the scaffolds were measured. The cell adhesion rate and proliferation rate of the scaffolds were also tested by in vitro cell experiment. The model of SD rat skull defects was repaired by the scaffolds, and the osteogenic ability in vivo was further studied. Results The GRGDS, remaining active, was evenly distributed in the composite scaffolds. The micro-pore architectures of the polypeptide modified scaffolds changed, with improvement in cell adhesion rate, while the compressive modulus, water contact angle and osteogenic ability in vivo of the scaffolds were not obviously affected. Conclusions The cell adhesion capacity of β-TCP composite scaffolds modified by polypeptide improved significantly, while the mechanical properties and hydrophilicity, osteogenic ability in vivo of the scaffolds were not affected very much. These research results provide new ideas for reconstruction of scaffolds for repairing bone defects in clinic, and a laboratory basis for further clinical application of this scaffold.

Result Analysis
Print
Save
E-mail