1.Exploration of Intelligent Inference Model for Syndrome Differentiations of Traditional Chinese Medicine
Qiyu JIANG ; Xiaosheng SUN ; Bo XIE ; Guangbo LUO
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(6):1644-1653
Although the artificial intelligence diagnosis technology of traditional Chinese medicine(TCM)is constantly developing,the existing intelligent syndrome differentiation models can only output the diagnosis results and cannot display the reasoning process of TCM diagnosis.They do not have the interpretability of TCM diagnostic knowledge and are difficult to truly reflect the process of TCM's syndrome differentiation.This can be a long-standing problem that has puzzled the academic community.This article elaborates on the development process and technical characteristics of intelligent diagnosis in traditional Chinese medicine,explores multiple key technologies and bottlenecks in current research in reasoning of TCM's Syndrome Differentiation,and factors affecting diagnosis.A novel intelligent diagnosis model architecture that can infer and explain the process of TCM'ssyndrome differentiation was proposed,and the implementation process of the model and algorithm was explained,and detailed data instance analysis was conducted.This article will provide new methods for the development of intelligent syndrome differentiation of TCM and open up new research ideas for clinical decision-making assistance of TCM.
2.LPS adsorption and inflammation alleviation by polymyxin B-modified liposomes for atherosclerosis treatment.
Huiwen LIU ; Honglan WANG ; Qiyu LI ; Yiwei WANG ; Ying HE ; Xuejing LI ; Chunyan SUN ; Onder ERGONUL ; Füsun CAN ; Zhiqing PANG ; Bo ZHANG ; Yu HU
Acta Pharmaceutica Sinica B 2023;13(9):3817-3833
Chronic inflammation is critical in the onset and progression of atherosclerosis (AS). The lipopolysaccharide (LPS) level in the circulation system is elevated in AS patients and animal models, which is correlated with the severity of AS. Inspired by the underlying mechanism that LPS could drive the polarization of macrophages toward the M1 phenotype, aggravate inflammation, and ultimately contribute to the exacerbation of AS, LPS in the circulation system was supposed to be the therapeutic target for AS treatment. In the present study, polymyxin (PMB) covalently conjugated to PEGylated liposomes (PLPs) were formulated to adsorb LPS through specific interactions between PMB and LPS. In vitro, the experiments demonstrated that PLPs could adsorb LPS, reduce the polarization of macrophages to M1 phenotype and inhibit the formation of foam cells. In vivo, the study revealed that PLPs treatment reduced the serum levels of LPS and pro-inflammatory cytokines, decreased the proportion of M1-type macrophages in AS plaque, stabilized AS plaque, and downsized the plaque burdens in arteries, which eventually attenuated the progression of AS. Our study highlighted LPS in the circulation system as the therapeutic target for AS and provided an alternative strategy for AS treatment.
3.The association between obesity and glaucoma in older adults: evidence from the China Health and Retirement Longitudinal Study
Xiaohuan ZHAO ; Qiyu BO ; Junran SUN ; Jieqiong CHEN ; Tong LI ; Xiaoxu HUANG ; Minwen ZHOU ; Jing WANG ; Wenjia LIU ; Xiaodong SUN
Epidemiology and Health 2023;45(1):e2023034-
OBJECTIVES:
This study evaluated the association between obesity and glaucoma in middle-aged and older people. A population-based retrospective cohort study was conducted using data from the China Health and Retirement Longitudinal Study.
METHODS:
Glaucoma was assessed via self-reports. Multivariate logistic regression analysis and a Cox proportional hazards model were used to assess the relationship between obesity and glaucoma risk.
RESULTS:
Older males living in urban areas who were single, smokers, and non-drinkers were found to have a significantly higher incidence of glaucoma (all p<0.05). Diabetes, hypertension, and kidney disease were also associated with higher glaucoma risk, while dyslipidemia was associated with lower risk (all p<0.05). After the model was adjusted for demographic, socioeconomic, and health-related variables, obesity was significantly associated with a 10.2% decrease in glaucoma risk according to the Cox proportional hazards model (hazard ratio, 0.90; 95% confidence interval [CI], 0.83 to 0.97) and an 11.8% risk reduction in the multivariate logistic regression analysis (odds ratio, 0.88; 95% CI, 0.80 to 0.97). A further subgroup analysis showed that obesity was associated with a reduced risk of glaucoma in people living in rural areas, in smokers, and in those with kidney disease (all p<0.05). Obesity also reduced glaucoma risk in people with diabetes, hypertension, or dyslipidemia more than in healthy controls (all p<0.05).
CONCLUSIONS
This cohort study suggests that obesity was associated with a reduced risk of glaucoma, especially in rural residents, smokers, and people with kidney disease. Obesity exerted a stronger protective effect in people with diabetes, hypertension, or dyslipidemia than in healthy people.
4.Critical guiding role of OCT angiography in long-term treatment and follow-up of neovascular AMD
Chinese Journal of Experimental Ophthalmology 2022;40(7):604-608
The pathogenesis of neovascular age-related macular degeneration (nAMD) is complex and macular neovascularization (MNV), a key pathogenic factor in nAMD, is prone to recurrence.Vitreous injection of anti-VEGF drugs is the main therapy of nAMD.In recent years, a lot of progress has been made in fundus imaging techniques and optical coherence tomography angiography (OCTA) with non-invasive, rapid, stratified and high-definition functions has shown strong advantages in diagnosis, differential diagnosis, disease dynamic monitoring and follow-up of nAMD.Clinicians have had a certain understanding of the important role of OCTA in the diagnosis of nAMD and other diseases, and its clinical application value has been recognized gradually.However, its application value in follow-up of patients with nAMD and polypoid choroidal vasculopathy (PCV) is still not well understood.By reviewing a large number of recent relevant literature on OCTA, and combining the clinical practice of our research team in monitoring the course of AMD and PCV disease by OCTA, we have gained new knowledge and understanding of the pathological mechanism of AMD and PCV.In this paper, we elucidated the latest understanding of the diagnostic value of OCTA in AMD based on long-term series of OCTA studies, the new findings of OCTA in AMD management of our team, as well as its impact on ophthalmology clinical practice.Then we forecasted the role of OCTA in the prediction of recurrence and anti-VEGF treatment response, as well as the clinical value of OCTA in the optimization of nAMD treatment and follow-up plan.It is recommended that clinicians pay more attention to the clinical value and guiding role of OCTA in long-term treatment monitoring and follow-up of AMD.
5.Study on the relationship between quality of nursing professional life and depression tendency of nursing staff
Xin LIU ; Xiaoqing WANG ; Weina ZHANG ; Qiyu BO ; Songying ZHU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(5):365-368
Objective:To explore the relationship between the quality of professional life and depression tendency of nurses.Methods:From November 2018 to January 2019, 242 nurses from some third-class A hospitals were randomly selected as the subjects. The Quality of Professional Life Scale of Nurses were used to evaluate the status of nurses' professional life quality, and the depression state of nurses was measured by Self Rating Depression Scale, and the relationship between them was analyzed.Results:The total score of professional life of nurses was (156.86±26.60) , including family work balance (24.60±4.73) , working environment (77.30±14.78) , workload (36.34±6.11) and social environment (18.62±4.21) . The total score of depression tendency of nurses was (43.76±9.50) , the overall depression tendency rate was 64.46% (156/242) , and the incidence rates of moderate and severe depression tendency were 23.55% (57/242) and 10.74% (26/242) , respectively. There was negative correlation between the total score of professional quality of life and each dimension score with depression tendency ( P<0.05) ; Multiple linear regression analysis showed that high quality of professional life was the protective factor of depression tendency of nurses ( P<0.001) . Conclusion:The quality of professional life of nurses is related to depression tendency, and the high quality of professional life is not prone to depression.
6.Study on the relationship between occupational stress and metabolic syndrome in operating room nursing staff of a third-class A hospital
Xiaoqing WANG ; Qiyu BO ; Yan LIU ; Ran GENG ; Bing ZHANG ; Jingyi WANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(11):839-842
Objective:To explore the relationship between occupational stress and metabolic syndrome (MS) in operating room nurses.Methods:In July 2019, 179 nurses in the operating room of a third-class A hospital in Shandong Province were selected as the research objects. The self-designed questionnaire was used to investigate the general situation, and "Nurse Job Stressor Scale" was used to investigate the occupational stress level of nursing staff. The height, weight, waist circumference, blood pressure, fasting blood glucose, total cholesterol, triglycerides, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, ischemia-modified albumin, lipoprotein associated phospholipase A2 were measured. The nursing staff were divided into MS group and non-MS group, and the occupational stress levels of the two groups were compared. Chi square test or Fisher test were used to compare the counting data between groups; the measurement data were expressed by Mean±SD, and the comparison between groups was performed with t test. Multiple logistic regression analysis was used to analyze the influencing factors of MS.Results:The overall occupational stress level of nurses in operating room was (450.58±141.77) points, which was significantly lower than the norm score ( P<0.05) ; Compared with non-MS group, the overall occupational stress level, work nature, workload and patient related factors in MS group were significantly higher, and the differences were statistically significant ( P<0.05) ; The prevalence of abdominal obesity, hypertriglyceridemia, hyperglycemia and hypertension were significantly different among the groups with different occupational stress levels ( P<0.05) . After adjusting waist circumference, triglyceride, systolic blood pressure, high density lipoprotein, ischemia modified albumin and lipoprotein associated phospholipase A2, the total score of occupational stress was the risk factor of MS in operating room nurses ( P<0.05) . Conclusion:The occupational stress level of nurses in operating room is related to the prevalence of MS.
7.Study on the relationship between quality of nursing professional life and depression tendency of nursing staff
Xin LIU ; Xiaoqing WANG ; Weina ZHANG ; Qiyu BO ; Songying ZHU
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(5):365-368
Objective:To explore the relationship between the quality of professional life and depression tendency of nurses.Methods:From November 2018 to January 2019, 242 nurses from some third-class A hospitals were randomly selected as the subjects. The Quality of Professional Life Scale of Nurses were used to evaluate the status of nurses' professional life quality, and the depression state of nurses was measured by Self Rating Depression Scale, and the relationship between them was analyzed.Results:The total score of professional life of nurses was (156.86±26.60) , including family work balance (24.60±4.73) , working environment (77.30±14.78) , workload (36.34±6.11) and social environment (18.62±4.21) . The total score of depression tendency of nurses was (43.76±9.50) , the overall depression tendency rate was 64.46% (156/242) , and the incidence rates of moderate and severe depression tendency were 23.55% (57/242) and 10.74% (26/242) , respectively. There was negative correlation between the total score of professional quality of life and each dimension score with depression tendency ( P<0.05) ; Multiple linear regression analysis showed that high quality of professional life was the protective factor of depression tendency of nurses ( P<0.001) . Conclusion:The quality of professional life of nurses is related to depression tendency, and the high quality of professional life is not prone to depression.
8.Study on the relationship between occupational stress and metabolic syndrome in operating room nursing staff of a third-class A hospital
Xiaoqing WANG ; Qiyu BO ; Yan LIU ; Ran GENG ; Bing ZHANG ; Jingyi WANG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2020;38(11):839-842
Objective:To explore the relationship between occupational stress and metabolic syndrome (MS) in operating room nurses.Methods:In July 2019, 179 nurses in the operating room of a third-class A hospital in Shandong Province were selected as the research objects. The self-designed questionnaire was used to investigate the general situation, and "Nurse Job Stressor Scale" was used to investigate the occupational stress level of nursing staff. The height, weight, waist circumference, blood pressure, fasting blood glucose, total cholesterol, triglycerides, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, ischemia-modified albumin, lipoprotein associated phospholipase A2 were measured. The nursing staff were divided into MS group and non-MS group, and the occupational stress levels of the two groups were compared. Chi square test or Fisher test were used to compare the counting data between groups; the measurement data were expressed by Mean±SD, and the comparison between groups was performed with t test. Multiple logistic regression analysis was used to analyze the influencing factors of MS.Results:The overall occupational stress level of nurses in operating room was (450.58±141.77) points, which was significantly lower than the norm score ( P<0.05) ; Compared with non-MS group, the overall occupational stress level, work nature, workload and patient related factors in MS group were significantly higher, and the differences were statistically significant ( P<0.05) ; The prevalence of abdominal obesity, hypertriglyceridemia, hyperglycemia and hypertension were significantly different among the groups with different occupational stress levels ( P<0.05) . After adjusting waist circumference, triglyceride, systolic blood pressure, high density lipoprotein, ischemia modified albumin and lipoprotein associated phospholipase A2, the total score of occupational stress was the risk factor of MS in operating room nurses ( P<0.05) . Conclusion:The occupational stress level of nurses in operating room is related to the prevalence of MS.
9.Variation of matrix metalloproteinase 2 levels during Kartogenin-induced directional differentiation of human bone marrow mesenchymal stem cells
Cheng WANG ; Qiyu BO ; Guofeng DAI ; Weiwei YANG
Chinese Journal of Tissue Engineering Research 2016;20(50):7475-7480
BACKGROUND:Kartogenin can induce chondrogenic differentiation of mesenchymal stem cel s as reported in in vitro experiments. The discovery of Kartogenin finds a novel path to cartilage repair, and it is expected to develop into a new drug to treat osteoarthritis. OBJECTIVE:To observe the inductive role of Kartogenin in the process of human bone marrow mesenchymal stem cel s differentiating into chondrocytes in vitro. METHODS:In vitro cultured human bone marrow mesenchymal stem cel s were grown to the logarithmic phase, and then divided into control group (0μmol/L Kartogenin), 1μmol/L Kartogenin group, and 10μmol/L Kartogenin group. After 72 hours of culture, cel proliferation and differentiation were observed microscopical y. Matrix metal oproteinase 2 and type II col agen levels in the cel supernatant were detected by enzyme linked immunosorbent assay and immunofluorescence staining, respectively. RESULTS AND CONCLUSION:Under the microscope, Kartogenin was shown to significantly promote the proliferation and differentiation of human bone marrow mesenchymal stem cel s. With the increase of Kartogenin concentrations, the level of type II col agen was increased, while the level of matrix metal oproteinase 2 was decreased. These findings indicate that Kartogenin can induce human bone marrow mesenchymal stem cel s to differentiate into chondrocytes, and with the increase of Kartogenin concentration, destruction of the cartilage extracel ular matrix may be inhibited.
10.α-Melanocyte-stimulating hormone inhibits retinal neovascularization in a mouse model of oxygen-induced retinopathy
Qianhui, YANG ; Yan, ZHANG ; Qiyu, BO ; Yunshan, CAO ; Wei, YANG ; Fei, WANG ; Xiaorong, LI
Chinese Journal of Experimental Ophthalmology 2016;34(12):1072-1076
Background Retinal neovascularization (RNV) occurs in multiple eye diseases,which can lead to bleeding and retinal detachment.Therefore,inhibition of pathological RNV is becoming crucial to the treatment of ocular diseases.Research has shown that α-melanocyte-stimulating hormone (α-MSH) inhibits retinal angiogenesis during physiological development;however,the effects of α-MSH on pathological RNV remain unknown.Objective This study was to investigate the effects of intravitreal injection of α-MSH at different concentrations on pathological RNV in a mouse model of oxygen-induced retinopathy (OIR).Methods Forty healthy clean C57BL/6J mice were randomly divided into OIR+0.33 μg/μl α-MSH,OIR+ 1.67 μg/μl α-MSH,OIR+3.30 μg/μl α-MSH,OIR,and normal control groups at postnatal day 7 (P7),with 8 pups in each group.The α-MSH intervention groups and OIR group were exposed to high oxygen (75 ±2)% for 5 days,then maintained under normal air condition for another 5 days;whereas the normal control group was raised under normoxia for 10 days.Retro-orbital injection of high molecular weight fluorescein isothiocyanate-dextran (FITC-dextran) was performed on P17 mice.The retina whole mounts were prepared to reveal retinal vasculature and quantify relative area of vessel obliteration.The mouse eyeballs were subjected to paraffin sections and hematoxylin-eosin staining,and the average number of pre-retinal nuclei per section was quantified.Results FITC-dextran labeled retinal whole mounts showed that the relative vessel obliteration area in normal control,OIR,OIR+0.33 μg/μl α-MSH,OIR+ 1.67 μg/μl α-MSH,and OIR+3.30 μg/μl α-MSH groups were (0.00±0.00) %,(23.01 ±3.39) %,(18.14±7.20) %,(15.64±7.07) %,and (7.62±6.52) %,respectively.There was a statistical significance in the relative avascular area among the groups (F=19.635,P<0.05).The relative avascular area in the OIR group was significantly higher than that in the OIR+3.30 μg/μl α-MSH group (t=4.293,P<0.01).The results of histopathological examinations showed that the average number of pre-retinal nuclei per section in normal control,OIR,OIR+0.33 μg/μl α-MSH,OIR+1.67 μg/μl α-MSH,and OIR+3.30 μg/μl α-MSH groups were 0.00±0.00,11.45 ±4.26,6.35 ±2.34,4.96 ± 1.79 and 1.03 ± 1.25,respectively.There was a statistical significance in the average number of pre-retinal nuclei per section among the groups (F =147.87,P<0.05).The average number of pre-retinal nuclei per section in the OIR group was significantly higher than that in the OIR+0.33 μg/μl α-MSH,OIR+ 1.67 μg/μl α-MSH,and OIR+3.30 μg/μl α-MSH groups,the differences between the groups had statistical significances (all at P<0.001).Conclusions α-MSH reduces the relative area of vessel obliteration and the average number of pre-retinal nuclei in the retinas of OIR mouse model.The inhibitory effects of α-MSH on the pathological RNV are dose-dependent.

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