1.Quantile regression and random forest analysis on influencing factors of the subjective well-being of the elderly
Hongqiang SHI ; Yuxi LIU ; Xiangren YI ; Haifeng DING ; Xianglei ZHU ; Chonghua WAN
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(6):545-551
Objective:To explore the influencing factors of the subjective well-being of elderly individuals and improve the accuracy of well-being predictions.Methods:A multi-stage stratified sampling method was conducted in Guangdong province and Guangxi Zhuang autonomous region from August 2019 to October 2020. The health status and subjective well-being of older adults were assessed using a self-administered multidimensional health questionnaire, while overall well-being was evaluated with a single-item 5-point scale. The statistical analysis was performed using R software (version 4.3.2), with analytical methods including χ2 tests, univariate analysis, quantile regression and random forest model. Results:A total of 2 620 participants were recruited, and 70.9% of whom reported feeling happy.The depression symptom score of the elderly was 3.00(1.00, 6.00), emotional status score was (28.26±4.14), activities of daily living (ADL) score was 69.00(52.00, 81.00), and the body mass index(BMI) was (22.68±3.81)kg/m 2.The quantile regression results indicated that marital status (married)(Q 10: β=0.049; Q 50: β=0.014; Q 90: β=0.005) and depressive symptoms (no depression, depressive tendency)(Q 10: β=1.000; Q 50: β=1.000; Q 90: β=0.025) had varying effects on older adults' subjective well-being across three quantiles (Q 10, Q 50, Q 90)(all P<0.05). In contrast, social activity (no social activity)(Q 10: β=-0.072; Q 50: β=-0.011; Q 90: β=-0.006), ADL (severe disability, moderate disability, mild disability)(Q 10: β=-0.103, Q 50: β=-0.006, Q 90: β=-0.048; Q 10: β=-0.063, Q 50: β=-0.012, Q 90: β=-0.005; Q 10: β=-0.078, Q 50: β=-0.016, Q 90: β=-0.009), and emotional status (poor emotion, fair emotion)(Q 10: β=-0.261, Q 50: β=-0.009, Q 90: β=-0.025; Q 10: β=-0.140, Q 50: β=-0.017, Q 90: β=-0.029) had a negative impact on elderly subjective well-being at the three quantile points(all P<0.05). Random forest results indicated that depressive symptoms, ADL, emotional status, household monthly income per capita, BMI, social activity, multimorbidity status, and marital status were the most important determinants of subjective well-being. Conclusion:Depressive symptoms and emotional status have a significant impact on the subjective well-being of older adults. Additionally, ADL, household income per capita, BMI, and social engagement also play important roles in influencing well-being, while the emotional support provided by marriage should not be overlooked.
2.Quantile regression and random forest analysis on influencing factors of the subjective well-being of the elderly
Hongqiang SHI ; Yuxi LIU ; Xiangren YI ; Haifeng DING ; Xianglei ZHU ; Chonghua WAN
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(6):545-551
Objective:To explore the influencing factors of the subjective well-being of elderly individuals and improve the accuracy of well-being predictions.Methods:A multi-stage stratified sampling method was conducted in Guangdong province and Guangxi Zhuang autonomous region from August 2019 to October 2020. The health status and subjective well-being of older adults were assessed using a self-administered multidimensional health questionnaire, while overall well-being was evaluated with a single-item 5-point scale. The statistical analysis was performed using R software (version 4.3.2), with analytical methods including χ2 tests, univariate analysis, quantile regression and random forest model. Results:A total of 2 620 participants were recruited, and 70.9% of whom reported feeling happy.The depression symptom score of the elderly was 3.00(1.00, 6.00), emotional status score was (28.26±4.14), activities of daily living (ADL) score was 69.00(52.00, 81.00), and the body mass index(BMI) was (22.68±3.81)kg/m 2.The quantile regression results indicated that marital status (married)(Q 10: β=0.049; Q 50: β=0.014; Q 90: β=0.005) and depressive symptoms (no depression, depressive tendency)(Q 10: β=1.000; Q 50: β=1.000; Q 90: β=0.025) had varying effects on older adults' subjective well-being across three quantiles (Q 10, Q 50, Q 90)(all P<0.05). In contrast, social activity (no social activity)(Q 10: β=-0.072; Q 50: β=-0.011; Q 90: β=-0.006), ADL (severe disability, moderate disability, mild disability)(Q 10: β=-0.103, Q 50: β=-0.006, Q 90: β=-0.048; Q 10: β=-0.063, Q 50: β=-0.012, Q 90: β=-0.005; Q 10: β=-0.078, Q 50: β=-0.016, Q 90: β=-0.009), and emotional status (poor emotion, fair emotion)(Q 10: β=-0.261, Q 50: β=-0.009, Q 90: β=-0.025; Q 10: β=-0.140, Q 50: β=-0.017, Q 90: β=-0.029) had a negative impact on elderly subjective well-being at the three quantile points(all P<0.05). Random forest results indicated that depressive symptoms, ADL, emotional status, household monthly income per capita, BMI, social activity, multimorbidity status, and marital status were the most important determinants of subjective well-being. Conclusion:Depressive symptoms and emotional status have a significant impact on the subjective well-being of older adults. Additionally, ADL, household income per capita, BMI, and social engagement also play important roles in influencing well-being, while the emotional support provided by marriage should not be overlooked.
3.Mechanism of Action of Carthamus tinctorius L.Extract on Alcoholic Liver Disease Through Modulation of Nrf2/STAT3/NF-κB Signaling Pathway
Wenxuan WANG ; Xianglei FU ; Man QI ; Furong FAN ; Furong ZHU ; Yuanchuang WANG ; Kaiyue ZHANG ; Min LIU ; Shenghui CHU
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(8):1132-1141
Objective To investigate the effects of Carthamus tinctorius L.extract(CTLE)on the levels of oxidative stress and inflammation in mice with ethanol-induced alcoholic liver disease and its mechanism of action.Methods SPF-grade C57BL/6 male mice were randomly divided into four groups:control group,model group,low-CTLE group(50 mg·kg-1),and high-CTLE group(100 mg·kg-1).The control group was given Lieber-Decarli liquid diet,and the other groups were given Lieber-Decarli alcohol diet to construct a chronic alcoholic liver injury model in mice.Serum and liver tissues of mice were collected and serum biochemical indexes of mice were detected.HE and oil red O staining were applied to observe pathological changes in mouse liver tissues.Real-time fluorescence quantitative PCR and Western Blot were used to detect the mRNA and protein expression levels of Keap1/Nrf2 and STAT3/NF-κB pathway-related factors.Results Compared with the model group,the ALT,AST,LDL-C,and MDA levels were significantly reduced(P<0.05,P<0.01),while the levels of HDL-C,SOD,and GSH were increased dramatically in the administered group(P<0.05,P<0.01),which indicated that CTLE has specific protective and antioxidant effects on alcoholic liver injury in mice.HE staining and oil red O staining showed that the hepatic lesions and lipid deposition of mice were ameliorated.It enhances the antioxidant and anti-inflammatory effects of the body by activating the mRNA and protein expression levels of antioxidant factors related to the Keap1/Nrf2 pathway and inhibiting the mRNA and protein expression levels of inflammatory factors related to STAT3/NF-κB pathway(P<0.05,P<0.01).Conclusion It was shown that CTLE could exert anti-oxidative stress and anti-inflammatory effects through regulating Keap1/Nrf2 and STAT3/NF-κB signaling pathways to attenuate alcoholic liver injury in mice.This study may provide a new idea for the treatment of alcoholic liver disease and the subsequent study of molecular mechanisms.
4.Updates on laser and aesthetic medicine (2020-2021)
Xiaoxi LIN ; Jiafang ZHU ; Xianglei WU ; Wenxin YU
Chinese Journal of Plastic Surgery 2021;37(6):583-591
This commentary reviews the updates on laser and aesthetic medicine in recent two years and provide the evidence-based conclusion for recent laser treatments for our patients. Progress has been made in the following respects. Combined laser or drug treatment is better than single treatment for hypertrophic scar. The picosecond laser has recently been shown to be safe and effective for Asian atrophic acne scars. Picosecond laser with or without diffractive lens array (DLA) lens has been proved safe and effective for melasma. The effect of port-wine stains could only be increased by 5%-10% after 10 times of pulsed dye laser (PDL), so that more sessions has less benefit. Radiofrequency and focused ultrasound are still the mainstream devices for photoaging, but recently it has been proved that picosecond laser and CO 2 injection are also safe and effective. Nonablative laser is still the main device for improving facial pores and stretch marks.
5.Effectiveness and safety of nonablative fractional laser and infrared bipolar radiofrequency on periorbital wrinkles: a randomized self-controlled trial
Xianglei WU ; Qingqing CEN ; Ying LIU ; Wenxin YU ; Jiafang ZHU ; Ying SHANG ; Xiaoxi LIN
Chinese Journal of Plastic Surgery 2021;37(6):592-598
Objective:To investigate and compare the effectiveness and safety of infrared bipolar radiofrequency (IR-RF) and nonablative fractional laser (NAFL) including 1 540 nm Er: glass and 1 927 nm thulium-doped laser, so as to choose a better pathway for clinical treatments on periorbital wrinkles.Methods:A prospective randomized self-controlled study was conducted in the Department of Laser and Aesthetic Medicine, Shanghai Ninth People’s Hospital. A total of 27 patients divided into 3 groups by random number table underwent split-face treatments between December 2019 and January 2021. Two of the three treatments were selected randomly for patients in each group: Group A, left side IR-RF vs. right side 1 540 nm NAFL; Group B, left side IR-RF vs. right side 1 927 nm NAFL; Group C, left side 1 540 nm NAFL vs. right side 1 927 nm NAFL. In total 3 sessions were given at 2 months interval. Therapeutic outcomes were evaluated by subjective (GAIS and Fitzpatrick wrinkle score) and objective (VISIA-CR) assessments. Side effects and pain visual evaluation (VAS) were also recorded. Wilcoxon signed-rank tests were used to evaluate the differences among the three therapeutic method , and relationships with VAS and patients’ age.Results:In total 30 patients (10 in each group) were recruited and finally 27 cases completed all treatments and follow-ups: Group A, 9 patients (male 3, female 6); Group B, 8 patients (male 3, female 5); Group C, 10 patients (male 4, female 6). The age distributions: Group A, 33-65 years, mean 36.9 years; Group B, 28-67 years, mean 38.6 years; Group C, 25-58 years, mean 37.8 years. GAIS comparisons: no statistical differences were found in each group between baseline and post-treatment ( P>0.05). Fitzpatrick wrinkle score: the overall analysis showed significant improvements were not found in IR-RF treated-side but were observed in 1 540 nm and 1 927 nm NAFL treated sides ( P<0.05). Furthermore, the 1 927 nm NAFL treated side showed more decreased scores than 1 540 nm NAFL treated side ( P<0.05). The VISIA analysis of feature counts of skin texture showed similar result. Besides, the patients over 50 years old showed significantly improvements compared with the ones under this age threshold in IR-RF treated sides ( P<0.05). The pain VAS in IR-RF treated side was significant lower than NAFL-treated side (2.2 vs. 5.8, P<0.05). Only one patient reported post-inflammatory hyperpigmentation (PIH) in 1540 nm NAFL treated side, which disappeared progressively in 4 months after last treatment. Conclusion:Nonablative fractional laser is effective and safe in improving periorbital wrinkles. Infrared bipolar radiofrequency might be more suitable for elderly patients especially with low pain level.
6.Updates on laser and aesthetic medicine (2020-2021)
Xiaoxi LIN ; Jiafang ZHU ; Xianglei WU ; Wenxin YU
Chinese Journal of Plastic Surgery 2021;37(6):583-591
This commentary reviews the updates on laser and aesthetic medicine in recent two years and provide the evidence-based conclusion for recent laser treatments for our patients. Progress has been made in the following respects. Combined laser or drug treatment is better than single treatment for hypertrophic scar. The picosecond laser has recently been shown to be safe and effective for Asian atrophic acne scars. Picosecond laser with or without diffractive lens array (DLA) lens has been proved safe and effective for melasma. The effect of port-wine stains could only be increased by 5%-10% after 10 times of pulsed dye laser (PDL), so that more sessions has less benefit. Radiofrequency and focused ultrasound are still the mainstream devices for photoaging, but recently it has been proved that picosecond laser and CO 2 injection are also safe and effective. Nonablative laser is still the main device for improving facial pores and stretch marks.
7.Effectiveness and safety of nonablative fractional laser and infrared bipolar radiofrequency on periorbital wrinkles: a randomized self-controlled trial
Xianglei WU ; Qingqing CEN ; Ying LIU ; Wenxin YU ; Jiafang ZHU ; Ying SHANG ; Xiaoxi LIN
Chinese Journal of Plastic Surgery 2021;37(6):592-598
Objective:To investigate and compare the effectiveness and safety of infrared bipolar radiofrequency (IR-RF) and nonablative fractional laser (NAFL) including 1 540 nm Er: glass and 1 927 nm thulium-doped laser, so as to choose a better pathway for clinical treatments on periorbital wrinkles.Methods:A prospective randomized self-controlled study was conducted in the Department of Laser and Aesthetic Medicine, Shanghai Ninth People’s Hospital. A total of 27 patients divided into 3 groups by random number table underwent split-face treatments between December 2019 and January 2021. Two of the three treatments were selected randomly for patients in each group: Group A, left side IR-RF vs. right side 1 540 nm NAFL; Group B, left side IR-RF vs. right side 1 927 nm NAFL; Group C, left side 1 540 nm NAFL vs. right side 1 927 nm NAFL. In total 3 sessions were given at 2 months interval. Therapeutic outcomes were evaluated by subjective (GAIS and Fitzpatrick wrinkle score) and objective (VISIA-CR) assessments. Side effects and pain visual evaluation (VAS) were also recorded. Wilcoxon signed-rank tests were used to evaluate the differences among the three therapeutic method , and relationships with VAS and patients’ age.Results:In total 30 patients (10 in each group) were recruited and finally 27 cases completed all treatments and follow-ups: Group A, 9 patients (male 3, female 6); Group B, 8 patients (male 3, female 5); Group C, 10 patients (male 4, female 6). The age distributions: Group A, 33-65 years, mean 36.9 years; Group B, 28-67 years, mean 38.6 years; Group C, 25-58 years, mean 37.8 years. GAIS comparisons: no statistical differences were found in each group between baseline and post-treatment ( P>0.05). Fitzpatrick wrinkle score: the overall analysis showed significant improvements were not found in IR-RF treated-side but were observed in 1 540 nm and 1 927 nm NAFL treated sides ( P<0.05). Furthermore, the 1 927 nm NAFL treated side showed more decreased scores than 1 540 nm NAFL treated side ( P<0.05). The VISIA analysis of feature counts of skin texture showed similar result. Besides, the patients over 50 years old showed significantly improvements compared with the ones under this age threshold in IR-RF treated sides ( P<0.05). The pain VAS in IR-RF treated side was significant lower than NAFL-treated side (2.2 vs. 5.8, P<0.05). Only one patient reported post-inflammatory hyperpigmentation (PIH) in 1540 nm NAFL treated side, which disappeared progressively in 4 months after last treatment. Conclusion:Nonablative fractional laser is effective and safe in improving periorbital wrinkles. Infrared bipolar radiofrequency might be more suitable for elderly patients especially with low pain level.
8. Clinicopathologic features of glomus tumor of the kidney
Ming ZHAO ; Aixiang WANG ; Xiang ZHU ; Jingjing YU ; Wei WANG ; Dahong ZHANG ; Xianglei HE ; Huiying HE ; Xiaodong TENG
Chinese Journal of Pathology 2018;47(8):580-584
Objective:
To investigate the clinicopathologic and differential diagnostic features of glomus tumor of the kidney.
Methods:
Four cases of glomus tumor of the kidney were collected from the archives of Peking University Third Hospital, the Second Hospital of Tianjin Medical University, Ningbo Yinzhou Second Hospital and Zhejiang Provincial People′s Hospital between January 2012 to June 2017; the clinical and radiologic features, histomorphology, immunohistochemistry, ultrastucture and prognosis were analyzed and the relevant literature was reviewed.
Results:
Patients consisted of 2 men and 2 women with ages ranging from 37 years to 66 years (mean 55 years). Three patients had history of hypertensive disease (grade Ⅱ, 3 to 10 years). The tumors measured in maximum diameter from 3.0 cm to 4.0 cm (mean 3.6 cm) and showed gray-white to yellow and tan on cut surface. Macroscopical examinations showed all tumors were circumscribed but non-encapsulated. Histologically, 1 tumor presented as glomus tumor with extensive myxoid change, 1 as cellular and solid pattern glomus tumor, 1 as glomangioma with focal myopericytoma-like pattern and 1 as symplastic glomus tumor with areas resembling myopericytoma. The tumor cells in two cases showed scant cytoplasm and uniform, bland-appearing nuclei without mitoses. In one case, the tumor cells were epithelioid with abundant eosinophilic cytoplasm and relatively well-defined cell borders. There was an increased mitosis of 4/50 HPF; however, no evidence of atypical mitosis or nuclear atypia was noted. In the symplastic glomus tumor the tumor cells showed frequently nuclear pleomorphism without mitoses. By immunohistochemistry, all tumors showed strong and diffuse reactivities to at least 3 of the 4 muscle-associated markers (SMA, h-Caldesmon, MSA and Calponin), 3 tumors strongly and diffusely expressed collagen Ⅳ, 2 expressed CD34 and 1 focally expressed desmin; whereas markers including epithelial, neuroendocrine, nephrogenic, melanoma-associated, STAT6, S-100 protein, CD117 and β-catenin all were negative in all the 4 tumors. Ultrastuctural analysis was done in 2 cases and showed prominent cytoplasmic actin bundles and pericellular basement membrane, and lacking of rhomboid renin crystals in both tumors. The hypertension persisted after surgical resection for all the 3 patients with this medical history. Follow-up information (range: 6-64 months, mean: 44 months)showed that no evidence of local recurrence or distant metastasis was identified in all 4 patients.
Conclusions
Glomus tumor rarely occurs in the kidney and usually has a good prognosis. Careful attention to its morphology with the judicious use of immunohistochemistry and ultrastuctural analysis can be helpful for its diagnosis and differential diagnosis.
10.Prevalence of dyslipidemia in subjects with type 2 diabetes mellitus in Beijing urban communities:Beijing community diabetes study 8
Guangran YANG ; Shenyuan YUAN ; Hanjing FU ; Gang WAN ; Liangxiang ZHU ; Mingxia YUAN ; Sufang PAN ; Xianglei BU ; Jiandong ZHANG ; Xueping DU ; Yuling LI ; Yu JI ; Xiaoning GU ; Yue LI ; Xueli CUI ; Wei BAI ; Yujie CHEN ; Ziming WANG ; Shuyan CHENG ; Ying GAO ; Deyuan LIU ; Yipin WANG
Chinese Journal of General Practitioners 2012;(10):748-752
Objective To investigate the prevalence of dyslipidemia in subjects with type 2 diabetes mellitus in Beijing urban communities.Methods Total 3316 subjects with type 2 diabetes (age 20-80 years) were recruited from 15 urban community health centers in Beijing using a multi-stage random sampling approach.Dyslipidemia was diagnosed according to Chinese Guidelines on Prevention and Treatment of Dyslipidemia in Adults:2007 version.Results Among 3316 diabetic subjects (1329 malesand 1987 females),75.6% (2506/3316) had dyslipidemia,the prevalence was 72.5% (964/1329)in men and 77.6% (1542/1987) in women.The prevalence of hypertriglyceridemia and hypercholesterolemia was 41.9% (1388/3316) and 48.1% (1595/3316),respectively.31.5% (1043/3316) subjects had high levels of low-density lipoprotein cholesterol (LDL-C) and 21.2% (703/3316) had low high-density lipoprotein cholesterol (HDL-C).Among all subjects with dyslipidemia only 22.9% (575/2506) took hypolipid agents.The overall blood lipid control rates of triglyceride (TG),total cholesterol (TC),LDL-C and HDL-C in 1393 subjects with dyslipidemia history were 48.0% (669/1393),17.4% (242/1393),30.9% (430/1393) and 75.8% (1056/1393),respectively.Diabetics with dyslipidemia had higher body mass index,waist circumference,blood pressure,plasma glucose and hemoglobin A1c.The prevalence of dyslipidemia in the overweight and uncontrolled-glucose group were 79.0% (1678/2125),78.9% (1756/2227),respectively.Logistic regression analysis showed that gender,age,body mass index and hemoglobin A1c were associated with dyslipidemia.Conclusions The prevalence of dyslipidemia in diabetic subjects in Beijing urban communities is high and less than one quarter patients take hypolipid agents.Age,body mass index and hemoglobin A1c are the risk factors of dyslipidemia in type 2 diabetic patients.

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