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.Protective mechanism of rhubarb decoction against inflammatory damage of brain tissue in rats with mild hepatic encephalopathy: A study based on the PI3K/AKT/mTOR signaling pathway
Guangfa ZHANG ; Yingying CAI ; Long LIN ; Lei FU ; Fan YAO ; Meng WANG ; Rongzhen ZHANG ; Yueqiao CHEN ; Liangjiang HUANG ; Han WANG ; Yun SU ; Yanmei LAN ; Yingyu LE ; Dewen MAO ; Chun YAO
Journal of Clinical Hepatology 2024;40(2):312-318
ObjectiveTo investigate the role and possible mechanism of action of rhubarb decoction (RD) retention enema in improving inflammatory damage of brain tissue in a rat model of mild hepatic encephalopathy (MHE). MethodsA total of 60 male Sprague-Dawley rats were divided into blank group (CON group with 6 rats) and chronic liver cirrhosis modeling group with 54 rats using the complete randomization method. After 12 weeks, 40 rats with successful modeling which were confirmed to meet the requirements for MHE model by the Morris water maze test were randomly divided into model group (MOD group), lactulose group (LT group), low-dose RD group (RD1 group), middle-dose RD group (RD2 group), and high-dose RD group (RD3 group), with 8 rats in each group. The rats in the CON group and the MOD group were given retention enema with 2 mL of normal saline once a day; the rats in the LT group were given retention enema with 2 mL of lactulose at a dose of 22.5% once a day; the rats in the RD1, RD2, and RD3 groups were given retention enema with 2 mL RD at a dose of 2.5, 5.0, and 7.5 g/kg, respectively, once a day. After 10 days of treatment, the Morris water maze test was performed to analyze the spatial learning and memory abilities of rats. The rats were analyzed from the following aspects: behavioral status; the serum levels of alanine aminotransferase (ALT), aspartate aminotransferase (AST), interleukin-1β (IL-1β), interleukin-6 (IL-6), and tumor necrosis factor-α (TNF-α) and the level of blood ammonia; pathological changes of liver tissue and brain tissue; the mRNA and protein expression levels of phosphatidylinositol 3-kinase (PI3K), protein kinase B (AKT), and mammalian target of rapamycin (mTOR) in brain tissue. A one-way analysis of variance was used for comparison of continuous data between multiple groups, and the least significant difference t-test was used for further comparison between two groups. ResultsCompared with the MOD group, the RD1, RD2, and RD3 groups had a significantly shorter escape latency (all P<0.01), significant reductions in the levels of ALT, AST, IL-1β, IL-6, TNF-α, and blood ammonia (all P<0.05), significant alleviation of the degeneration, necrosis, and inflammation of hepatocytes and brain cells, and significant reductions in the mRNA and protein expression levels of PI3K, AKT, and mTOR in brain tissue (all P<0.05), and the RD3 group had a better treatment outcome than the RD1 and RD2 groups. ConclusionRetention enema with RD can improve cognitive function and inflammatory damage of brain tissue in MHE rats, possibly by regulating the PI3K/AKT/mTOR signaling pathway.
8.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.
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.Short-term efficacy and safety of cardiac contractility modulation in patients with heart failure
Yankai GUO ; Shuai SHANG ; Tianheng SUN ; Yongqiang FAN ; Jiasuoer XIAOKERETI ; TuErhong Kela ZU ; Xu YANG ; Ling ZHANG ; Yaodong LI ; Yanmei LU ; Jianghua ZHANG ; Qiang XING ; Xianhui ZHOU ; Baopeng TANG
Chinese Journal of Cardiology 2024;52(4):391-396
Objective:To investigate the short-term efficacy and safety of cardiac contractility modulation (CCM) in patients with heart failure.Methods:This was a cross-sectional study of patients with heart failure who underwent CCM placement at the First Affiliated Hospital of Xinjiang Medical University from February to June 2022. With a follow-up of 3 months, CCM sensation, impedance, percent output, and work time were monitored, and patients were compared with pre-and 3-month postoperative left ventricular ejection fraction (LVEF) values, and 6-minute walk test distance and New York Heart Association (NYHA) cardiac function classification, and the occurrence of complications was recorded.Results:CCM was successfully implanted in all 9 patients. Seven(7/9) of them were male, aged (56±14) years, 3 patients had ischaemic cardiomyopathy and 6 patients had dilated cardiomyopathy. At 3-month postoperative follow-up, threshold was stable, sense was significantly lower at follow-up than before (right ventricle: (16.3±7.0) mV vs. (8.2±1.1) mV, P<0.05; local sense: (15.7±4.9) mV vs. (6.7±2.5) mV, P<0.05), and impedance was significantly lower at follow-up than before (right ventricle (846±179) Ω vs. (470±65) Ω, P<0.05, local sense: (832±246) Ω vs. (464±63) Ω, P<0.05). The CCM output percentage was (86.9±10.7) %, the output amplitude was (6.7±0.4) V, and the daily operating time was (8.6±1.0) h. LVEF was elevated compared to preoperative ((29.4±5.2) % vs. (38.3±4.3) %, P<0.05), the 6-minute walk test was significantly longer than before ((96.8±66.7)m vs. (289.3±121.7)m, P<0.05). No significant increase in the number of NYHA Class Ⅲ-Ⅳ patients was seen (7/9 vs. 2/9, P>0.05). The patient was not re-hospitalised for worsening heart failure symptoms, had no malignant arrhythmic events and experienced significant relief of symptoms such as chest tightness and shortness of breath. No postoperative complications related to pocket hematoma, pocket infection and rupture, electrode detachment, valve function impairment, pericardial effusion, or cardiac perforation were found. Conclusions:CCM has better short-term safety and efficacy in patients with heart failure.

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