1.Frail status of elderly patients with mild ischemic stroke and construction of a prediction risk model based on random forest algorithm
Yuting MA ; Xiaoyan WANG ; Li DOU
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(2):187-191
Objective To investigate the influencing factors for frailty in elderly patients with mild ischemic stroke(MIS),construct a risk prediction model based on random forest algorithm and evaluate its application performance.Methods A total of 322 elderly MIS patients subjected by cluster sampling in the Neurodiagnosis and Treatment Center of our hospital during January and June 2022 were enrolled and divided into non-frailty group(n=261)and frailty group(n=61)according to the results of frailty screening scale.The general clinical data,and the scores of Daily Living Ability Scale,Simplified Geriatric Depression Scale,Social Support Rating Scale,36-Item Concise Health Questionnaire,and Simplified Intelligent State Examination Scale were compared between two groups.Random forest algorithm was used to construct a risk prediction model for frailty in the elderly MIS patients,and ROC curve was plotted to analyze the predictive value of the model.Results The incidence of frailty in elderly MIS patients was 18.94%.There were sta-tistical differences in age,marital status,monthly income,medical expense payment,sleep condi-tion and comorbidities in the frail group(P<0.01).The frail group had significantly lower scores of support utilization,concise health status,physiological function,body pain,general health,social function,and emotional function,and higher scores of Activities of Daily Living Scale and the Simplified Geriatric Depression Scale than the non-frail group(P<0.05).The random forest model obtained an accuracy of 88.28%,a sensitivity of 88.24%,a specificity of 88.89%,an F1 score of 0.933,and an AUC value of 0.816.Random forest algorithm ranked the important varia-bles influencing frailty in elderly MIS patients through variable importance scores,and the top five predictors were types of basic diseases(≥2 types),sleep condition,quality of life score,self-care ability score,and personal monthly income(<2000 Yuan).Conclusion A risk prediction model for frailty in elderly MIS patients is constructed by using random forest algorithm.The model is helpful to identify key factors of frailty as early as possible,provide empirical evidence for clinical medical staff to implement early intervention,improve the health and quality of elderly MIS patients,and prevent or delay the occurrence of frailty.
2.Research progress of meibomian gland dysfunction-related dry eye
Jianbo ZHONG ; Guoqiang ZENG ; Yi ZHANG ; Xiaoyan DOU ; Wanmei TANG ; Kunling CHEN ; Li CAI
International Eye Science 2025;25(2):259-263
In recent years, with the endless emergence of meibomian gland dysfunction(MGD)diagnostic equipment, rich treatment methods, and in-depth clinical and basic research on MGD at home and abroad, the understanding of MGD has entered a new stage. MGD-related dry eye is considered to be the main cause of lipid abnormal dry eye, and its occurrence and development is a chronic and multi-factorial pathological process. This article reviews the pathogenesis, imaging analysis and clinical treatment progress of MGD-related dry eye, in order to provide scientific evidence and ideas for clinical diagnosis and therapy of MGD-related dry eye.
3.Functional transformation of microglia and advances in targeted therapy in age-related macular degeneration
Chen HE ; Wei LI ; Xiaoyan DOU ; Haojiang YANG
International Eye Science 2025;25(9):1455-1459
Age-related macular degeneration(AMD)is a prevalent retinal degenerative disease closely linked to age and stands as a leading cause of central vision loss among the elderly. Under physiological condition, microglia in the retina plays crucial roles in tissue homeostasis, immune surveillance, and tissue repair. However, in pathological state, microglia can be abnormally activated and migrate to AMD lesion sites, which results in exacerbating damage to retinal pigment epithelial cells and photoreceptor cells, thus promoting the progression of AMD. This review focuses on the origins, distribution, and functional changes of microglia under physiological and pathological conditions. Recent advances in microglia-targeted therapies for AMD are also summarized, which provides a theoretical basis for the development of novel treatment strategies.
4.Plasma exchange and intravenous immunoglobulin prolonged the survival of a porcine kidney xenograft in a sensitized, brain-dead human recipient.
Shuaijun MA ; Ruochen QI ; Shichao HAN ; Zhengxuan LI ; Xiaoyan ZHANG ; Guohui WANG ; Kepu LIU ; Tong XU ; Yang ZHANG ; Donghui HAN ; Jingliang ZHANG ; Di WEI ; Xiaozheng FAN ; Dengke PAN ; Yanyan JIA ; Jing LI ; Zhe WANG ; Xuan ZHANG ; Zhaoxu YANG ; Kaishan TAO ; Xiaojian YANG ; Kefeng DOU ; Weijun QIN
Chinese Medical Journal 2025;138(18):2293-2307
BACKGROUND:
The primary limitation to kidney transplantation is organ shortage. Recent progress in gene editing and immunosuppressive regimens has made xenotransplantation with porcine organs a possibility. However, evidence in pig-to-human xenotransplantation remains scarce, and antibody-mediated rejection (AMR) is a major obstacle to clinical applications of xenotransplantation.
METHODS:
We conducted a kidney xenotransplantation in a brain-dead human recipient using a porcine kidney with five gene edits (5GE) on March 25, 2024 at Xijing Hospital, China. Clinical-grade immunosuppressive regimens were employed, and the observation period lasted 22 days. We collected and analyzed the xenograft function, ultrasound findings, sequential protocol biopsies, and immune surveillance of the recipient during the observation.
RESULTS:
The combination of 5GE in the porcine kidney and clinical-grade immunosuppressive regimens prevented hyperacute rejection. The xenograft kidney underwent delayed graft function in the first week, but urine output increased later and the single xenograft kidney maintained electrolyte and pH homeostasis from postoperative day (POD) 12 to 19. We observed AMR at 24 h post-transplantation, due to the presence of pre-existing anti-porcine antibodies and cytotoxicity before transplantation; this AMR persisted throughout the observation period. Plasma exchange and intravenous immunoglobulin treatment mitigated the AMR. We observed activation of latent porcine cytomegalovirus toward the end of the study, which might have contributed to coagulation disorder in the recipient.
CONCLUSIONS
5GE and clinical-grade immunosuppressive regimens were sufficient to prevent hyperacute rejection during pig-to-human kidney xenotransplantation. Pre-existing anti-porcine antibodies predisposed the xenograft to AMR. Plasma exchange and intravenous immunoglobulin were safe and effective in the treatment of AMR after kidney xenotransplantation.
Transplantation, Heterologous/methods*
;
Kidney Transplantation/methods*
;
Heterografts/pathology*
;
Immunoglobulins, Intravenous/administration & dosage*
;
Graft Survival/immunology*
;
Humans
;
Animals
;
Sus scrofa
;
Graft Rejection/prevention & control*
;
Kidney/pathology*
;
Gene Editing
;
Species Specificity
;
Immunosuppression Therapy/methods*
;
Plasma Exchange
;
Brain Death
;
Biopsy
;
Male
;
Aged
5.Investigation on edible salt sales outlets in Gansu Province in 2022
Yugui DOU ; Yongqin CAO ; Yanling WANG ; Wei SUN ; Xiaoyan CHEN ; Jing ZHENG
Chinese Journal of Endemiology 2025;44(5):384-388
Objective:To learn about the sales situation of edible salt in Gansu Province after the reform of salt industry system, and provide scientific basis for improving the prevention and control measures of iodine deficiency disorders (IDD).Methods:In 2022, a cross-sectional study method was used to divide the counties (districts) under 11 cities (prefectures) in Gansu Province into urban, suburban, and rural areas. A stratified sampling method was used to divide each city (prefecture) into five regions (east, west, south, north, and center), and 1 county (district) was randomly selected from each region. From each county (district), 5 - 10 edible salt sales outlets of varying scales were selected in each of the five directions. A questionnaire survey was used to investigate the quantity, type, price of edible salt sold, and IDD education efforts in each county (district) in the past six months. One bag of different types of edible salt sold at each sales outlet was randomly selected as a sample, and information such as the brand, manufacturer, and iodine level indicated on the outer packaging was recorded.Results:A total of 1 189 edible salt sales outlets were surveyed, including 157 large supermarkets, 197 medium-sized supermarkets, 760 small supermarkets (convenience/retail stores), 74 vegetable markets (farmers' markets), and 1 specialty salt store. The outlets were distributed in urban (438), suburban (99), and rural (652) areas. Among them, 12.11% (144/1 189) of the outlets sold both iodized and non-iodized salt. A total of 2 004 036 bags of edible salt were sold in 1 189 sales outlets, with a median sales quantity of 250 bags. There were statistically significant differences in sales quantity among sales outlets of different sizes and locations ( H = 57.97, 39.59, P < 0.001). The overall sales of iodized salt were higher than those of non-iodized salt ( Z = - 6.45, P < 0.001). Sales varied significantly by price ( H = 80.69, P < 0.001). A total of 1 740 samples of edible salt were surveyed, including 38 brands. Among them, China Salt Industry Group Co., Ltd. and its affiliated local companies had the highest sales quantity at 70.86% (1 233/1 740). The proportion of samples with iodine level < 5, 18 - 33, and 21 - 39 mg/kg indicated on the outer packaging was 4.08% (71/1 740), 7.01% (122/1 740), and 88.91% (1 547/1 740), respectively. Among 1 189 sales outlets, 26.24% (312/1 189) were aware of the iodine standard for edible salt in Gansu Province, 32.46% (386/1 189) had set up propaganda signs (slogans) for prevention and control of IDD, 59.13% (703/1 189) were aware of recommending iodized salt to pregnant women, and 51.39% (611/1 189) actively promoted knowledge of IDD prevention and control. Conclusions:After the reform of salt industry system, the sales network system of edible salt in Gansu Province has been improved, with multiple entities, brands, and varieties coexisting in the edible salt market. However, there is still a need to strengthen sales supervision and scientific iodine supplementation health education.
6.Investigation on edible salt sales outlets in Gansu Province in 2022
Yugui DOU ; Yongqin CAO ; Yanling WANG ; Wei SUN ; Xiaoyan CHEN ; Jing ZHENG
Chinese Journal of Endemiology 2025;44(5):384-388
Objective:To learn about the sales situation of edible salt in Gansu Province after the reform of salt industry system, and provide scientific basis for improving the prevention and control measures of iodine deficiency disorders (IDD).Methods:In 2022, a cross-sectional study method was used to divide the counties (districts) under 11 cities (prefectures) in Gansu Province into urban, suburban, and rural areas. A stratified sampling method was used to divide each city (prefecture) into five regions (east, west, south, north, and center), and 1 county (district) was randomly selected from each region. From each county (district), 5 - 10 edible salt sales outlets of varying scales were selected in each of the five directions. A questionnaire survey was used to investigate the quantity, type, price of edible salt sold, and IDD education efforts in each county (district) in the past six months. One bag of different types of edible salt sold at each sales outlet was randomly selected as a sample, and information such as the brand, manufacturer, and iodine level indicated on the outer packaging was recorded.Results:A total of 1 189 edible salt sales outlets were surveyed, including 157 large supermarkets, 197 medium-sized supermarkets, 760 small supermarkets (convenience/retail stores), 74 vegetable markets (farmers' markets), and 1 specialty salt store. The outlets were distributed in urban (438), suburban (99), and rural (652) areas. Among them, 12.11% (144/1 189) of the outlets sold both iodized and non-iodized salt. A total of 2 004 036 bags of edible salt were sold in 1 189 sales outlets, with a median sales quantity of 250 bags. There were statistically significant differences in sales quantity among sales outlets of different sizes and locations ( H = 57.97, 39.59, P < 0.001). The overall sales of iodized salt were higher than those of non-iodized salt ( Z = - 6.45, P < 0.001). Sales varied significantly by price ( H = 80.69, P < 0.001). A total of 1 740 samples of edible salt were surveyed, including 38 brands. Among them, China Salt Industry Group Co., Ltd. and its affiliated local companies had the highest sales quantity at 70.86% (1 233/1 740). The proportion of samples with iodine level < 5, 18 - 33, and 21 - 39 mg/kg indicated on the outer packaging was 4.08% (71/1 740), 7.01% (122/1 740), and 88.91% (1 547/1 740), respectively. Among 1 189 sales outlets, 26.24% (312/1 189) were aware of the iodine standard for edible salt in Gansu Province, 32.46% (386/1 189) had set up propaganda signs (slogans) for prevention and control of IDD, 59.13% (703/1 189) were aware of recommending iodized salt to pregnant women, and 51.39% (611/1 189) actively promoted knowledge of IDD prevention and control. Conclusions:After the reform of salt industry system, the sales network system of edible salt in Gansu Province has been improved, with multiple entities, brands, and varieties coexisting in the edible salt market. However, there is still a need to strengthen sales supervision and scientific iodine supplementation health education.
7.Frail status of elderly patients with mild ischemic stroke and construction of a prediction risk model based on random forest algorithm
Yuting MA ; Xiaoyan WANG ; Li DOU
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(2):187-191
Objective To investigate the influencing factors for frailty in elderly patients with mild ischemic stroke(MIS),construct a risk prediction model based on random forest algorithm and evaluate its application performance.Methods A total of 322 elderly MIS patients subjected by cluster sampling in the Neurodiagnosis and Treatment Center of our hospital during January and June 2022 were enrolled and divided into non-frailty group(n=261)and frailty group(n=61)according to the results of frailty screening scale.The general clinical data,and the scores of Daily Living Ability Scale,Simplified Geriatric Depression Scale,Social Support Rating Scale,36-Item Concise Health Questionnaire,and Simplified Intelligent State Examination Scale were compared between two groups.Random forest algorithm was used to construct a risk prediction model for frailty in the elderly MIS patients,and ROC curve was plotted to analyze the predictive value of the model.Results The incidence of frailty in elderly MIS patients was 18.94%.There were sta-tistical differences in age,marital status,monthly income,medical expense payment,sleep condi-tion and comorbidities in the frail group(P<0.01).The frail group had significantly lower scores of support utilization,concise health status,physiological function,body pain,general health,social function,and emotional function,and higher scores of Activities of Daily Living Scale and the Simplified Geriatric Depression Scale than the non-frail group(P<0.05).The random forest model obtained an accuracy of 88.28%,a sensitivity of 88.24%,a specificity of 88.89%,an F1 score of 0.933,and an AUC value of 0.816.Random forest algorithm ranked the important varia-bles influencing frailty in elderly MIS patients through variable importance scores,and the top five predictors were types of basic diseases(≥2 types),sleep condition,quality of life score,self-care ability score,and personal monthly income(<2000 Yuan).Conclusion A risk prediction model for frailty in elderly MIS patients is constructed by using random forest algorithm.The model is helpful to identify key factors of frailty as early as possible,provide empirical evidence for clinical medical staff to implement early intervention,improve the health and quality of elderly MIS patients,and prevent or delay the occurrence of frailty.
8.The changes in macular thickness at multiple locations before and after thrombolysis in patients with central retinal artery occlusion
Tianyi LUO ; Yufeng YAO ; Qiyuan SONG ; Xiaoyan DOU
Chinese Journal of Ocular Fundus Diseases 2024;40(4):268-272
Objective:To observe alterations in center retinal thickness (CRT) in patients diagnosed with central retinal artery occlusion (CRAO) before and after undergoing superselective arterial thrombolysis (IAT) treatment.Methods:A retrospective clinical study. From August 2022 to September 2023, 12 patients (12 eyes) diagnosed with CRAO and treated with IAT at the ophthalmology department of Shenzhen Second People's Hospital. Among these patients, there were 8 males (8 eyes) and 4 females (4 eyes), all experiencing unilateral onset. The mean age was (47.00±15.06) years. The mean duration from onset to thrombolysis was (30.00±30.42) h. All eyes underwent best corrected visual acuity (BCVA) and optical coherence tomography (OCT) assessments; additionally, 6 eyes underwent Fluorescein fundus angiography (FFA). BCVA assessments were conducted using a standard logarithmic chart and transformed into logarithm of the minimum angle of resolution (logMAR) values for statistical analysis. The OCT measured CRT at various locations around the macular fovea (M), including upper (S1, S3), lower (I1, I3), nasal (N1, N3), and temporal (T1, T3) areas at 1 mm and 3 mm distances from the fovea. CRT was defined as the vertical distance between the inner retinal boundary membrane and the inner interface of the retinal pigment epithelial layer. Pre- and post-IAT examinations were performed using the same equipment and methodologies within a 24-hour interval. Changes in CRT at different macular points were compared and observed, while arterial imaging time changes were assessed in 6 eyes that underwent FFA. Paired t-tests were utilized to analyze logMAR BCVA, CRT at different locations, and arterial imaging time pre- and post-treatment. Results:Prior to IAT treatment, the logMAR BCVA for the affected eye was 3.48±1.42, while the arterial imaging time for the 6 eyes undergoing FFA examination was (27.50±5.47) s. After 24 hours, the logMAR BCVA had improved to 2.35±1.59 for the affected eye, with 9 eyes showing varying degrees of BCVA improvement. The arterial imaging time was (24.17±7.28) s post-treatment. The differences in logMAR BCVA and arterial imaging time before and after treatment were found to be statistically significant ( t=2.489, 3.262; P<0.05). Additionally, the comparison of CRT at S3 ( t=2.871), I1 ( t=2.325), and T3 ( t=3.446) before and after treatment yielded statistically significant differences ( P<0.05). Conversely, the comparison of CRT at S1 ( t=1.879), I3 ( t=1.915), N1 ( t=2.001), N3 ( t=1.987), T1 ( t=2.180), and M ( t=-0.490) showed no statistically significant differences ( P>0.05). Conclusions:IAT treatment for CRAO has been shown to be effective in achieving therapeutic effects by reducing CRT in the macular area. However, the short-term improvement in retinal edema in the macular area is limited.
9.Research progress of clinical importance of detecting cytokines in the intraocular fluid in diabetic macular edema
Guoqiang ZENG ; Jianbo ZHONG ; Yi ZHANG ; Baikang YE ; Xiaoyan DOU ; Li CAI
Chinese Journal of Ocular Fundus Diseases 2024;40(8):651-655
Diabetic macular edema (DME) is the main cause of vision loss in diabetic patients, its pathogenesis is complicated, and the clinical treatment is not good. DME is extremely harmful to vision. With the deepening of relevant studies, its related pathological mechanism has become more and more clear, and the treatment methods have also changed accordingly. In recent years, the rapid development of intracocular fluid cytokine detection technology has provided a more reasonable explanation of the mechanism of DME and made the choice of treatment more reasonable. However, the acquisition of intraocular fluid is an invasive operation with a certain risk of infection. If the level of relevant cytokines in intraocular fluid can be linked with the relevant imaging indicators, it will provide a better choice for the treatment and prognosis monitoring of DME and reduce the risk of invasive operation, and further clinical studies are needed to explore its correlation in the future.
10.Periconceptional maternal homocysteine and birth weight outcomes in offspring: a prospective cohort study
Yi ZHANG ; Xiaotian CHEN ; Qinyu YAO ; Hongyan CHEN ; Mengru LI ; Dingmei WANG ; Yalan DOU ; Yuanzhou PENG ; Xiaoyan GU ; Weili YAN ; Guoying HUANG
Chinese Journal of Pediatrics 2024;62(2):120-128
Objective:To quantify the associations between periconceptional maternal homocysteine (HCY) and offspring′s birth weight and risk of small for gestational age (SGA) infant.Methods:The 19 984 mother-child pairs in this prospective cohort study were recruited from the Shanghai preconception cohort; the infants were delivered from 1 st September 2016 to 11 th November 2022. A standardized questionnaire was used to collect the mothers′ demographic information, medical history, dietary supplement use, and maternal complications during pregnancy, and their serum samples were collected. Serum HCY, folate, and vitamin B 12 were measured using chemiluminescent microparticle immunoassay based on serum sample drawn at enrollment. Birth weight data were obtained from medical records. Multiple imputation methods were applied to handle missing data in key variables. Multivariable linear regression and Poisson regression models were used to analyze the relationship between maternal HCY concentration during the periconceptional period and the birth weight and SGA risk of the offspring. Results:A total of 9 452 pairs were enrolled preconceptionally and the remaining 10 532 pairs were enrolled in early pregnancy. The proportion of mothers whose pregnancy age was greater than 35 years was 9.2% (1 832/19 984), the proportion of primiparous women was 76.5% (15 283/19 984), the proportion of pre-pregnancy overweight and obesity was 14.0% (2 804/19 984), the proportion of using folic acid supplements before pregnancy was 21.4% (4 272/19 984), and the proportion of those who supplemented with folic acid during early pregnancy was 85.2% (8 976/10 532); gestational diabetes mellitus was in 6.2% (1 245/19 984), gestational hypertensive syndrome in 3.6% (711/19 984). The birth weight of the offspring was (3 297±468) g, and there were 1 962 SGA children (9.8%). The HCY concentration in the overall population in appropriate for gestational age during the periconceptional period was (7.9±3.2) μmol/L, with (8.3±3.7) μmol/L in the preconception subgroup and (7.3±2.4) μmol/L in the early pregnancy subgroup. After adjustment for the covariates of perinatal demographic information, adverse pregnancy outcomes, serum folate and vitamin B 12, increased maternal periconceptional HCY was significantly associated with lower offspring birth weight ( β=-2.30, 95% CI -4.43--0.16, P=0.035). Only the early pregnancy subgroup was significantly associated with lower offspring birth weight ( β=-7.39, 95% CI-11.50--3.21, P<0.001). No association was found between peripregnancy HCY and offspring SGA risk. However, elevated HCY in early pregnancy was associated with an increased risk of SGA in the offspring ( RR=1.05, 95% CI 1.01-1.08, P=0.002). Periconceptional vitamin B 12 was a mediator of the association between HCY and offspring birth weight, accounting for 16.5%, 41.2% and 5.4% of its total effect in the overall periconceptional population, the pre-pregnancy subgroup and the early pregnancy subgroup, respectively. Conclusions:Maternal periconceptional HCY level is associated with lower birth weight in offspring, but not with the risk of SGA. Elevated maternal HCY in early pregnancy subgroup may be associated with increased risk of SGA in offspring.

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