1.Machine learning research on the correlation between lifestyles and ovarian aging
Gaohui CAO ; Liangliang FAN ; Jieyi LONG ; Yanmei SUN ; Jishi LIU
Chinese Journal of Geriatrics 2025;44(11):1585-1589
Objective:With the aging of the population, the health of women's ovarian in China has received increasing attention.Ovarian aging not only affects reproductive health but also increases the risk of chronic diseases.This study aims to systematically explore the relationship between living habits and ovarian aging.Methods:Based on the data from the China Health and Retirement Longitudinal Study(CHARLS)from 2011 to 2018, 8 287 postmenopausal women were included.A retrospective cohort study was conducted using statistical analysis and machine learning methods to evaluate the impact of lifestyle factors such as smoking, drinking, sleep, and dietary patterns on the age of menopause.Results:It was found that adverse lifestyle factors such as reduced daily meal frequency [the early menopause group(2.85±0.38)times/day vs.the normal group(2.89±0.38)times/day, P=0.002], smoking [the smoking rate of the early menopause group(7.75%) vs.that of the normal group(6.15%), P=0.004], and high-frequency drinking [the early menopause rate of people who drink daily(19.76%(33/167)) vs.that of people who rarely or never drink(14.62%(1 162/7 949)), P=0.047]were associated with accelerated ovarian aging. Conclusions:Reasonable adjustment of living habits maybe help to delay the age of menopause and reduce related health risks.This study provides a scientific basis for optimizing women's healthy lifestyles, which is conducive to improving the quality of life and happiness of middle-aged and elderly women in China.
2.Preparation and imaging contrast study of nano-sized ultrasound contrast agents with multiple interfacial reflections
Yanmei ZHANG ; Zhengjun MA ; Li FAN ; Yunyou DUAN ; Li ZHANG
Chinese Journal of Ultrasonography 2025;34(8):654-661
Objective:Multi-facial reflective type of nano-ultrasound contrast agents(UCAs)loaded with hollow self-decomposable silica nanoparticles(SiO 2 NP)of different particle sizes were prepared to investigate the effect of the particle size of SiO 2 NP on the structural and physicochemical characteristics of the nano-UCAs,as well as on the intensity of ultrasound contrast. Methods:Two types of SiO 2 NP with large and small particle sizes(SiO 2 NP L and SiO 2 NP S)were prepared by adjusting the material ratios,and nano-UCAs with different particle sizes of SiO 2 NP S loaded at a concentration of 2 mg/ml were prepared by the thin film hydration method(SiO 2 NP L@NBs and SiO 2 NP S@NBs),and compared with the commercial SonoVue and the prepared nano-bubbles(NBs)for comparing the particle size,zeta potential and stability,scanning electron microscopy to observe the structure,CCK8 method to assess cytotoxicity,and comparison of ultrasonography imaging intensity in in vivo and in vitro experiments. Results:The particle sizes of the two SiO 2 NP(SiO 2 NP L and SiO 2 NP S)were(213.270 ± 16.890)nm and(53.870 ± 8.246)nm,respectively,and the particle size of the synthesized nano-UCA was SiO 2 NP L@NBs(628.40 ± 89.97)nm and SiO 2 NP S@NBs(493.40 ± 36.35)nm respectively,there was no difference in particle size( P>0.05). The scanning electron microscope showed a "fig" structure. The stability of SiO 2 NP S@NBs was better than that of SiO 2 NP L@NBs and SonoVue. Safety tests showed that both SiO 2 NP L@NBs and SiO 2 NP S@NBs were safe and usable. Compared with NBs,the intensity of contrast-enhanced ultrasound contrast in SiO 2 NP@NBs with multiple reflection interfaces was significantly enhanced,and the enhanced intensity of contrast-enhanced ultrasound in vitro and in vivo in the SiO 2 NP L@NBs group was significantly higher than that of the NBs group,the SiO 2 NP S@NBs group,and the SonoVue group(all P<0.05). There was no significant difference in the enhanced intensity of in vitro contrast-enhanced ultrasound between the SiO 2 NP S@NBs group and that of SonoVue( P>0.05),and the enhanced intensity of contrast-enhanced ultrasound in vivo was significantly higher than that in the SonoVue group( P<0.05). Conclusions:The large and small SiO 2 NPs prepared by adjusting the material ratio do not affect the nanoparticle size of UCA.The ultrasonic enhancement ability of nano-UCA with large particle size SiO 2 NP is stronger,but the stability time at room temperature is shorter than that of nano-UCA with small particle size SiO 2 NP.
3.Effect of N-type acetylcholine receptor on inflammation in mouse model of acute respiratory distress syndrome
Zongbao YIN ; Yanmei YU ; Fan LIU
Journal of China Medical University 2025;54(2):133-138
Objective To investigate the effect of activating the N-type acetylcholine receptor(nAChR)on interleukin-18(IL-18)and PD-1 in mice with acute respiratory distress syndrome(ARDS).Methods Sixty healthy male BALB/c mice(6 weeks of age)were divided into six groups:normal(N),normal saline control(NS),normal saline+bilateral vagectomy(NS+D),ARDS+segmentation of the vagus nerve on both sides of the neck(A+D),ARDS(A),ARDS+vagal amputation,and administration of an acetylcholine receptor agonist(A+J)groups.Each group included ten mice that were fed and housed under normal conditions.Structural changes in the right lower lung were observed using fluorescence microscopy;phosphorylated nuclear factor-KB protein 65(p-NF-κBP65)levels were assessed using Western blotting;serum IL-18 and PD-1 levels were assessed using enzyme-linked immunosorbent assay(ELISA)and the double antibody sandwich method;and the percentages of CD3+and CD25+Foxp3+T lymphocytes in the middle lobe of right lung were determined using flow cytometry.Results No inflammatory cell infiltration was observed in groups N and NS.The interstitial lobes in groups A and A+D showed severe inflammatory infiltration,thickening of the alveolar wall,destruction of the alveolar structure,and loss of the alveolar cavity.Serum IL-18 and PD-1 levels in groups A and A+D were significantly higher than those in the other four groups(P<0.05).p-NF-κBP65 and PD-1 levels in groups A and A+D were significantly higher than those in groups N,NS,and A+J(P<0.05).CD3+and CD25+Foxp3+T cells in groups A and A+D were significantly higher than those in the other four groups(P<0.05).Conclusion Active nAChR can inhibit IL-18 and p-NF-κBP65 through the negative regulation of T lymphocytes,decrease PD-1 expression in lung tissues,and alleviate the pathological changes of ARDS.
4.Effect of N-type acetylcholine receptor on inflammation in mouse model of acute respiratory distress syndrome
Zongbao YIN ; Yanmei YU ; Fan LIU
Journal of China Medical University 2025;54(2):133-138
Objective To investigate the effect of activating the N-type acetylcholine receptor(nAChR)on interleukin-18(IL-18)and PD-1 in mice with acute respiratory distress syndrome(ARDS).Methods Sixty healthy male BALB/c mice(6 weeks of age)were divided into six groups:normal(N),normal saline control(NS),normal saline+bilateral vagectomy(NS+D),ARDS+segmentation of the vagus nerve on both sides of the neck(A+D),ARDS(A),ARDS+vagal amputation,and administration of an acetylcholine receptor agonist(A+J)groups.Each group included ten mice that were fed and housed under normal conditions.Structural changes in the right lower lung were observed using fluorescence microscopy;phosphorylated nuclear factor-KB protein 65(p-NF-κBP65)levels were assessed using Western blotting;serum IL-18 and PD-1 levels were assessed using enzyme-linked immunosorbent assay(ELISA)and the double antibody sandwich method;and the percentages of CD3+and CD25+Foxp3+T lymphocytes in the middle lobe of right lung were determined using flow cytometry.Results No inflammatory cell infiltration was observed in groups N and NS.The interstitial lobes in groups A and A+D showed severe inflammatory infiltration,thickening of the alveolar wall,destruction of the alveolar structure,and loss of the alveolar cavity.Serum IL-18 and PD-1 levels in groups A and A+D were significantly higher than those in the other four groups(P<0.05).p-NF-κBP65 and PD-1 levels in groups A and A+D were significantly higher than those in groups N,NS,and A+J(P<0.05).CD3+and CD25+Foxp3+T cells in groups A and A+D were significantly higher than those in the other four groups(P<0.05).Conclusion Active nAChR can inhibit IL-18 and p-NF-κBP65 through the negative regulation of T lymphocytes,decrease PD-1 expression in lung tissues,and alleviate the pathological changes of ARDS.
5.Machine learning research on the correlation between lifestyles and ovarian aging
Gaohui CAO ; Liangliang FAN ; Jieyi LONG ; Yanmei SUN ; Jishi LIU
Chinese Journal of Geriatrics 2025;44(11):1585-1589
Objective:With the aging of the population, the health of women's ovarian in China has received increasing attention.Ovarian aging not only affects reproductive health but also increases the risk of chronic diseases.This study aims to systematically explore the relationship between living habits and ovarian aging.Methods:Based on the data from the China Health and Retirement Longitudinal Study(CHARLS)from 2011 to 2018, 8 287 postmenopausal women were included.A retrospective cohort study was conducted using statistical analysis and machine learning methods to evaluate the impact of lifestyle factors such as smoking, drinking, sleep, and dietary patterns on the age of menopause.Results:It was found that adverse lifestyle factors such as reduced daily meal frequency [the early menopause group(2.85±0.38)times/day vs.the normal group(2.89±0.38)times/day, P=0.002], smoking [the smoking rate of the early menopause group(7.75%) vs.that of the normal group(6.15%), P=0.004], and high-frequency drinking [the early menopause rate of people who drink daily(19.76%(33/167)) vs.that of people who rarely or never drink(14.62%(1 162/7 949)), P=0.047]were associated with accelerated ovarian aging. Conclusions:Reasonable adjustment of living habits maybe help to delay the age of menopause and reduce related health risks.This study provides a scientific basis for optimizing women's healthy lifestyles, which is conducive to improving the quality of life and happiness of middle-aged and elderly women in China.
6.Preparation and imaging contrast study of nano-sized ultrasound contrast agents with multiple interfacial reflections
Yanmei ZHANG ; Zhengjun MA ; Li FAN ; Yunyou DUAN ; Li ZHANG
Chinese Journal of Ultrasonography 2025;34(8):654-661
Objective:Multi-facial reflective type of nano-ultrasound contrast agents(UCAs)loaded with hollow self-decomposable silica nanoparticles(SiO 2 NP)of different particle sizes were prepared to investigate the effect of the particle size of SiO 2 NP on the structural and physicochemical characteristics of the nano-UCAs,as well as on the intensity of ultrasound contrast. Methods:Two types of SiO 2 NP with large and small particle sizes(SiO 2 NP L and SiO 2 NP S)were prepared by adjusting the material ratios,and nano-UCAs with different particle sizes of SiO 2 NP S loaded at a concentration of 2 mg/ml were prepared by the thin film hydration method(SiO 2 NP L@NBs and SiO 2 NP S@NBs),and compared with the commercial SonoVue and the prepared nano-bubbles(NBs)for comparing the particle size,zeta potential and stability,scanning electron microscopy to observe the structure,CCK8 method to assess cytotoxicity,and comparison of ultrasonography imaging intensity in in vivo and in vitro experiments. Results:The particle sizes of the two SiO 2 NP(SiO 2 NP L and SiO 2 NP S)were(213.270 ± 16.890)nm and(53.870 ± 8.246)nm,respectively,and the particle size of the synthesized nano-UCA was SiO 2 NP L@NBs(628.40 ± 89.97)nm and SiO 2 NP S@NBs(493.40 ± 36.35)nm respectively,there was no difference in particle size( P>0.05). The scanning electron microscope showed a "fig" structure. The stability of SiO 2 NP S@NBs was better than that of SiO 2 NP L@NBs and SonoVue. Safety tests showed that both SiO 2 NP L@NBs and SiO 2 NP S@NBs were safe and usable. Compared with NBs,the intensity of contrast-enhanced ultrasound contrast in SiO 2 NP@NBs with multiple reflection interfaces was significantly enhanced,and the enhanced intensity of contrast-enhanced ultrasound in vitro and in vivo in the SiO 2 NP L@NBs group was significantly higher than that of the NBs group,the SiO 2 NP S@NBs group,and the SonoVue group(all P<0.05). There was no significant difference in the enhanced intensity of in vitro contrast-enhanced ultrasound between the SiO 2 NP S@NBs group and that of SonoVue( P>0.05),and the enhanced intensity of contrast-enhanced ultrasound in vivo was significantly higher than that in the SonoVue group( P<0.05). Conclusions:The large and small SiO 2 NPs prepared by adjusting the material ratio do not affect the nanoparticle size of UCA.The ultrasonic enhancement ability of nano-UCA with large particle size SiO 2 NP is stronger,but the stability time at room temperature is shorter than that of nano-UCA with small particle size SiO 2 NP.
7.Research on a distance-adaptive visual function self-examination system based on a tablet computer
Mingqin WANG ; Zidong CHEN ; Yuning ZHANG ; Xiaoyuan SHEN ; Yanmei FAN ; Minbin YU
Space Medicine & Medical Engineering 2024;35(3):166-172
Objective Aiming to develop a distance-adaptive visual function self-examination system based on tablet computers and evaluate its accuracy.Methods Utilizing ArUco technology on a tablet device equipped with the camera,a system was developed to assess visual functions by identifying QR codes within a 2-meters range for real-time ranging.This system integrates various visual function tests,including visual acuity test(conventional visual acuity test and high-pass visual acuity test with varying contrasts),accommodative amplitude test,and visual field test at the foveal(5°).A total of 22 healthy subjects(44 eyes)participated in visual function assessments,with 6 subjects undergoing visual acuity tests at varying distances(1 m,1.25 m,1.6 m,2 m)and accommodative amplitude tests under both refractive correction and simulated undercorrection of-3.00D.The program distance and actual distance were compared,the consistency of visual acuity outcomes for identical optotype at different distances were assessed,the accommodative amplitude under refractive correction and undercorrection were analyzed,the repeatability of accommodative amplitude outcomes was evaluated using Intraclass Correlation Coefficient(ICC),and the contrast threshold and efficacy of visual field test outcomes were analyzed.Results The program distance and actual distance showed good agreement.High-pass visual acuity tests with the same contrast showed no significant differences at different distances(P?>?0.05),while conventional visual acuity tests showed significant differences at distances of 0.9 to 1.1 meters compared to other distances(P?0.001).ICC of accommodative amplitude tests was 0.861(P?0.001).The accommodative amplitude was lower in the undercorrected state compared to refractive correction,with a statistically significant difference(P?0.05).The average extreme outlier of contrast threshold for binocular visual field was 16.92,and the program correctly identified visual field defects.Conclusion Based on a tablet computer,this study developed a distance-adaptive visual function self-examination system capable of precisely measuring distances up to 2 meters in real-time.It automatically adjusts the initial size of optotypes according to the distance to ensure accurate presentation.The system facilitates tests on visual acuity,accommodative amplitude,and central 5° visual field,offering flexibility of tests in various distance and enhanced test power,making it suitable for visual function tests in constrained environments like space stations where fixed distances are impractica.
8.Clinical and genetic characteristics of four children with Kabuki syndrome due to de novo variants of KMT2D gene
Haizhen FAN ; Yanmei WANG ; Yunhong WU ; Lifang JIA ; Lihong WANG ; Yansheng SHEN
Chinese Journal of Medical Genetics 2024;41(5):546-550
Objective:To explore the clinical and genetic characteristics of four children with Kabuki syndrome (KS) due to variants of KMT2D gene. Methods:Four children with KS diagnosed at the Children′s Hospital of Shanxi Province between January 2020 and December 2022 were selected as the study subjects. Whole exome sequencing was carried out for the children and their family members. Candidate variants were verified by Sanger sequencing and pathogenicity analysis.Results:The KS phenotype scores for the four children were 7, 8, 6, and 6, respectively. Child 2 also presented with a rare solitary kidney malformation. Genetic testing revealed that all children had harbored novel de novo variants of the KMT2D gene, including c. 16472_16473del, c. 858dup, c. 11899C>T, and c. 12844C>T, respectively. Based on the guidelines from the American College of Medical Genetics and Genomics (ACMG), all of the variants were classified as pathogenic. Conclusion:For children showing phenotypes such as distinctive facial features, intellectual disability, developmental delay, cardiac abnormalities, and urinary system anomalies, KS should be considered. Early diagnosis and intervention can be achieved through genetic testing, especially in the presence of KMT2D gene mutations.
9.Role and mechanism of PSMA4 in prognosis,diagnosis and immune infiltration of lung adenocarcinoma
Jing ZHAO ; Yanmei LI ; Xueyue WANG ; Tian NIE ; Jie WANG ; Qiming WENG ; Jing ZHANG ; Ye FAN
Journal of Army Medical University 2024;46(17):1985-1993
Objective To investigate the role of PSMA4 in the prognosis,diagnosis and immune infiltration of lung adenocarcinoma(LUAD),and explore its underlying mechanism.Methods The expression profiles and clinical data of LUAD patients were sourced from the Cancer Genome Atlas(TCGA)database.The expression level of PSMA4 in LUAD tissues(n=539)and normal tissues(n=59)were compared using the Wilcoxon rank-sum test.The expression levels of PSMA4 in LUAD tissues and normal tissues were validated by analyzing the GSE40791 and GSE10072 LUAD datasets obtained from the Gene Expression Omnibus(GEO)database.In addition,tumor and adjacent non-cancerous tissues were collected from 10 LU AD undergoing lung biopsy by fiberoptic bronchoscopy in Second Affiliated Hospital of Army Medical University from January to December 2023.The PSMA4 expression in above samples was further verified using RT-qPCR.RT-qPCR was performed to detect the expression of PSMA4 in lung cancer cells and normal lung epithelial cells.Functional enrichment analysis and immune cell infiltration analysis were conducted on the cells with high and low expression of PSMA4.Cox regression analysis and Kaplan-Meier(KM)survival analysis were used to determine the diagnostic and prognostic value of PSMA4 for LUAD,and a nomogram was constructed to predict the overall survival rate at different time points.Results The analysis of TCGA datasets,GSE40791,and GSE10072 LUAD data revealed that PSMA4 expression was significantly higher in LUAD tissues than in normal tissues(P<0.01).RT-qPCR further confirmed that the expression of PSMA4 was obviously elevated in LUAD tissues and lung cancer cells than adjacent non-cancerous tissues and normal lung epithelial cells(P<0.01).High PSMA4 expression could be regarded as a marker for LUAD diagnosis and poor prognosis,and was associated with reduced proportions of Tem cells,TFH cells,B cells,NK cells,Tcm cells,and mast cells in the tumor microenvironment.Conclusion PSMA4 presents significant diagnostic performance for LUAD,and is closely associated with the prognosis and immune infiltration of this malignancy.
10.The correlation between early recurrence and late recurrence within 48 hours after catheter ablation of atrial fibrillation
Yongqiang FAN ; Meng WEI ; Huasheng LYU ; Yanmei LU
Journal of Chinese Physician 2024;26(7):1053-1059
Objective:To investigate the correlation between early recurrence and late recurrence within 48 hours after catheter ablation of atrial fibrillation.Methods:A retrospective analysis was conducted on atrial fibrillation patients who underwent catheter ablation at the Heart Center of the First Affiliated Hospital of Xinjiang Medical University from April 2020 to November 2021. Preoperative examinations and baseline data of patients were collected. After surgery, the patient was given continuous electrocardiogram monitoring for 48 hours to observe whether there was early recurrence of atrial fibrillation. Follow up visits were conducted at 3, 6, 9, and 12 months after surgery to observe whether there were atrial fibrillation events. The impact of extremely early recurrence on late recurrence free atrial fibrillation was analyzed using Kaplan Meier curves, and the predictive value of extremely early recurrence and other indicators for late atrial fibrillation recurrence was evaluated using Cox proportional hazards models and receiver operating characteristic (ROC) curves.Results:A total of 96 patients who underwent catheter ablation for atrial fibrillation for the first time were included in this study, with an age of (60.2±12.6)years. Among them, 46 patients (47.92%) experienced very early recurrence within 48 hours after surgery. During the 1-year follow-up, 16 patients in the very early recurrence group experienced late recurrence, which was statistically significant compared to the very early non recurrence group ( P=0.003). The proportion of persistent atrial fibrillation was higher in patients with very early recurrence (32.6% vs 8.0%, P=0.006), and more patients with late recurrence (34.8% vs 8.0%, P=0.003). The left atrial diameter was larger [(40.28±4.72)mm vs (37.10±4.35)mm, P=0.001]. The Kaplan Meier curve showed that compared with the very early non recurrence group, the late recurrence rate of patients in the very early recurrence group was significantly higher (Long rank P=0.001 6). Cox single factor regression analysis showed that very early recurrence, age increase, increased left atrial diameter, hypertension and diabetes were risk factors for late recurrence (all P<0.2). Multivariate regression analysis suggested that extremely early recurrence was an independent risk factor for late recurrence ( HR=3.99, 95% CI: 1.22-13.06, P=0.021). The area under the ROC curve for predicting late recurrence after catheter ablation of atrial fibrillation with extremely early recurrence was 0.703, and the negative predictive value was 0.920. Conclusions:Early recurrence within 48 hours after catheter ablation of atrial fibrillation is an independent risk factor for late recurrence and has good predictive value.

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