1.Effect of outdoor activities and short-distance use of eyes on myopia among primary and secondary school students in Yunnan minority areas
LI Peiqian, HUANG Dafeng, ZHANG Jinjiao, MA Zixue, LI Xixi, LUO Xiao, XIAO Jie, HUANG Ying
Chinese Journal of School Health 2025;46(1):34-38
Objective:
To understand the prevalence of myopia among primary and secondary school students in minority areas of Yunnan Province, and to explore the influence of outdoor activities and short-distance use of eyes, so as to provide a basis for early myopia intervention.
Methods:
In October 2020, the survey was conducted among 1 782 primary and secondary school students in three cities of Yunnan through a multi stage random cluster sampling method. All subjects underwent a questionnaire survey and the visual acuity examination at baseline. The first follow-up was conducted in October 2021 to obtain 1 691 valid samples, and the second follow-up was conducted in May 2023 to obtain 1 367 valid samples. Factors associated with myopia among primary and secondary school students were explored by using generalized estimating equations.
Results:
The prevalence rates of myopia in 2020, 2021 and 2023 were 52.64%, 61.62% and 69.35%, respectively, showing an increasing trend ( χ 2 trend =91.77, P <0.05). The results of multivariate regression analysis on the generalized estimation equations showed that age at baseline ( OR =1.31), girls ( OR =1.76), Hani ethnicity ( OR =0.75), Bai ethnicity ( OR =0.69), parental myopia ( OR =1.97-2.29), parents often reducing children s exercise time for homework or tutoring ( OR =1.35), less than 1 time or 2-3 times of ball sports per week ( OR =1.27, 1.20 ), reading and writing in the classroom during the break ( OR =1.27), reading in direct sunlight occasionally ( OR =1.20), using only desk lamp for writing at home ( OR =0.71), more than 1 hours of short-distance eye use for a break once ( OR =1.23) were associated with myopia among primary and secondary school students ( P <0.05).
Conclusions
Outdoor activities and short-distance use of eye among primary and middle school students in minority areas in Yunnan province are suboptimal. Enhancing the related environmental and behavioral factors can effectively mitigate the occurrence and progression of myopia.
2.Exposure to indoor chemical pollutants and associated health risk assessment of residents in Shijiazhuang city
Siwei ZHANG ; Yishan DING ; Xixi DU ; Fengge CHEN ; Junwang TONG ; Hui MA
Journal of Environmental and Occupational Medicine 2025;42(6):706-711
Background Indoor air quality directly affects people's health, especially the impact of chemical pollutants in residential indoor air on children and the elderly is more significant. Objective To understand the pollution status of common chemical pollutants in residential indoor air in Shijiazhuang, evaluate the health risks of chemical pollutants to school-age children and the elderly, and provide reference for controlling indoor pollution in residential environment. Methods Using stratified random sampling, a total of 60 households were selected from 2 urban areas and 1 surrounding rural area in Shijiazhuang City, specifically in July 2023 (non-heating season) and December 2023 (heating season), respectively. Relevant data was collected through on-site sampling [including CO, CO2, PM10, PM2.5, NO2, SO2, O3, ammonia, formaldehyde, benzene, toluene, xylene, total volatile organic compounds (TVOC), trichloroethylene, and tetrachloroethylene] and survey questionnaires. The pollutant concentrations were evaluated following the Standards for indoor air quality of GB/T 18883-2022, and the inhalation exposure risks of the target population were assessed based on the health risk assessment method. Results In the indoor air of the urban and rural residence in Shijiazhuang City, except for CO, NO2, SO2, toluene, and xylene, which did not exceed the standard limits, other pollutants showed varying degrees of exceedance. The non-qualified rates of PM10, PM2.5, and CO2 in the urban areas were higher than those in the rural areas (P < 0.05). The seasonal difference analysis showed that the non-qualified rates of PM2.5, PM10, CO2, trichloroethylene, and tetrachloroethylene in the urban areas were higher in the heating season than in the non-heating season (P<0.05); the non-qualified rates of ammonia and formaldehyde in the rural areas increased significantly in the non-heating season(P<0.05). The health risk assessment indicated that the maximum hazard quotient (HQ) of tetrachloroethylene for the elderly exceeded 1, while the HQ values for ammonia, formaldehyde, benzene, toluene, xylene, and trichloroethylene remained below 1 for either children or the elderly. For carcinogenic risks, the median carcinogenic risk (CR) of formaldehyde for school-aged children or the elderly fell within the range of 10−6-10−4, whereas the median CR values for benzene, trichloroethylene, and tetrachloroethylene were all below 10−6. Conclusion The primary indoor air pollutants exceeding the national standard limits in residential areas of Shijiazhuang City include CO2, PM10, TVOC, PM2.5, formaldehyde, ammonia, trichloroethylene, and tetrachloroethylene. The levels of these pollutants exhibit significant urban-rural and seasonal variations. Special attention should be paid to the non-carcinogenic risk of tetrachloroethylene to the elderly and the carcinogenic risks of formaldehyde to school-age children and the elderly.
3.Evaluation of surgical efficacy in patients with hepatic cystic echinococcosis in Gansu Province from 2006 to 2023
Xixi CHENG ; Yu FENG ; Xu WANG ; Zhiyi WANG ; Jiaxi LEI ; Mingzhe JIANG ; Guobing YANG ; Xiaojuan ZHANG ; Shijie YANG ; Liying WANG
Chinese Journal of Schistosomiasis Control 2025;37(3):247-254
Objective To evaluate the therapeutic efficacy for surgical treatments among patients with hepatic cystic echinococcosis in Gansu Province from 2006 to 2023, so as to provide insights into optimization of the diagnosis and treatment strategies against hepatic cystic echinococcosis. Methods The demographic and clinical data of all echinococcosis cases included in central government fiscal transfer payment program for echinococcosis control and undergoing surgical treatments in Gansu Province from 2006 to 2023 were captured. Hepatic cystic echinococcosis patients with complete medical records and follow-up data were included in the study, and patients’ characteristics, including hospital where patients received diagnosis and treatment, methods of case identification, year of surgery, classification of lesions, number of lesions, size of lesions, course of disease, surgical methods, and post-surgical follow-up data. The cure and recurrence of hepatic cystic echinococcosis were evaluated according to the Guidelines for Management of Echinococcosis Patients in the Central Government Fiscal Transfer Payment Program, and the cure and recurrent rates were calculated. Results Data were collected from 1 686 surgical patients with hepatic cystic echinococcosis. According to the inclusion and exclusion criteria, 1 222 hepatic cystic echinococcosis patients undergoing surgical treatments were included during the period from 2006 to 2022, including 1 166 cured patients (95.42%) and 88 patients with postsurgical recurrence (7.20%), and the cure rate of surgical treatments appeared a tendency towards a rise among patients with hepatic cystic echinococcosis from 2008 to 2022 (χ2trend = 19.39, P < 0.05). The cure rates of hepatic cystic echinococcosis were 100% (177/177), 94.81% (128/135) and 94.62% (861/910) among patients detected through regular physical examinations, screened by the central government fiscal transfer payment program for echinococcosis control, and those who passively sought healthcare services, respectively (χ2 = 9.95, P < 0.05). The cure rates of hepatic cystic echinococcosis were 95.96% (1 046/1 090) among patients with a disease course of 2 years and less and 90.90% (120/132) among patients with a disease course of over 2 years (χ2 = 6.87, P < 0.05), and there were significant differences in the cure rates among patients with hepatic cystic echinococcosis in terms of number of lesions (χ2 = 24.44, P < 0.05) and surgical methods (P < 0.05). The cure rate of hepatic cystic echinococcosis patients was significantly higher following initiation of the central government fiscal transfer payment program for echinococcosis control (96.06%, 1 096/1 141) than before the program (86.42%, 70/81) (χ2 = 16.06, P < 0.05), and the cure rate of hepatic cystic echinococcosis patients was significantly higher in designated hospitals (96.48%, 741/768) than in non-designated hospitals (93.37%, 366/392) (χ2 = 5.78, P < 0.05). The median follow-up period was 4 (interquartile range, 7) years among 1 222 hepatic cystic echinococcosis patients undergoing surgical treatments. The recurrent rate of hepatic cystic echinococcosis appeared a tendency towards a decline from 2008 to 2022 (χ2trend = 36.86, P < 0.05), with a reduction from 23.08% (9/39) in 2008 to 1.85% (1/54) in 2021, and the post-surgical recurrence rate of hepatic cystic echinococcosis was lower following initiation of the central government fiscal transfer payment program for echinococcosis control (5.87%, 67 / 1 141) than before the program (25.93%, 21/81) (χ2 = 45.51, P < 0.05). In addition, the post-surgical recurrence rate of hepatic cystic echinococcosis was higher in non-designated hospitals (10.46%, 41/392) than in designated hospitals (5.60%, 43/768) (χ2 = 9.12, P < 0.05), and there was a significant difference in the post-surgical recurrence rate among patients with hepatic cystic echinococcosis in terms of surgical methods (P < 0.05), with the highest recurrence rate (11.54%) seen among patients undergoing percutaneous fine-needle aspiration of cyst fluids-based surgical procedures (P < 0.05). Conclusion Since the initiation of the central government fiscal transfer payment program for echinococcosis control in Gansu Province in 2006, an increase in the surgical cure rate and a reduction in the recurrence of hepatic cystic echinococcosis had been found among patients with hepatic cystic echinococcosis, indicating a high overall therapeutic efficacy.
4.Mental health disparities in people living with human immunodeficiency virus: A cross-sectional study on physician-patient concordance and treatment regimens
Jinchuan SHI ; Zhongdong ZHANG ; Junyan ZHANG ; Yishu ZHANG ; Jiating QIU ; Fang LIU ; Daoyuan SONG ; Yanfang MA ; Lianmei ZHONG ; Hongxing WANG ; Xiaolei LIU
Chinese Medical Journal 2024;137(18):2223-2232
Background::Human immunodeficiency virus (HIV)/acquired immunodeficiency syndrome (AIDS) can profoundly affect the mental health of the people living with HIV (PLWH), with higher rates of anxiety, depression, and sleep disturbances. The disparities in neuropsychological problems evaluated by physicians and self-assessed by patients are still unknown.Methods::A total of 5000 PLWH and 500 physicians from 167 hospitals were enrolled in this cross-sectional study from September 2022 to February 2023. 4-Item Patient Health Questionnaire (PHQ-4) was used for the evaluation of depressive issues and anxiety issues by PLWH. Each physician assessed 10 PLWH under their care for the presence of depressive or anxiety issues. The primary outcomes of this study are the concordance rates on the depressive issues and anxiety issues evaluation between physicians and PLWH. The Cohen’s kappa test was used to assess the agreement between physicians and PLWH.Results::The concordance rate for the evaluation of depressive issues is 73.84% (95% confidence interval [CI]: 72.60-75.04%), and it is significantly different from the expected rate of 80% ( P <0.001). Similarly, the concordance rate for the evaluation of anxiety issues is 71.74% (95% CI: 70.47-72.97%), which is significantly different from the expected rate of 80% as per the null hypothesis ( P <0.001). The overestimation rate by physicians on depressive issues is 12.20% (95% CI: 11.32-13.14%), and for anxiety issues is 12.76% (95% CI: 11.86-13.71%). The mismatch rate for depressive issues is 26.16% (95% CI: 24.96-27.40%), and for anxiety issues is 28.26% (95% CI: 27.02-29.53%). The underestimation rate by physicians on depressive issues is 13.96% (95% CI: 13.03-14.95%), and for anxiety issues is 15.50% (95% CI: 14.52-16.53%). For the treatment regiments, PLWH sustained on innovative treatment regimen (IR) related to a lower prevalence of depressive issues (odds ratio [OR] = 0.71, 95% CI: 0.59-0.87, P = 0.003) and a lower prevalence of anxiety issues (OR = 0.63, 95% CI: 0.52-0.76, P <0.001). PLWH switch from conventional treatment regimen (CR) to IR also related to a lower prevalence of depressive issues (OR = 0.79, 95% CI: 0.64-0.98) and a lower prevalence of anxiety issues (OR = 0.81, 95% CI: 0.67-0.99). Conclusion::Nearly one in three PLWH had their condition misjudged by their physicians. The findings underscore the need for improved communication and standardized assessment protocols in the care of PLWH, especially during the acute phase of HIV infection.
5.The correlation between the degree of devascularization of peripheral arteriovenous malformations and clinical outcomes after interventional embolization and sclerotherapy
Xueqiang FAN ; Bo MA ; Qiangqiang NIE ; Yisen DENG ; Xixi GUO ; Yuguang YANG ; Jianbin ZHANG ; Xia ZHENG ; Peng LIU ; Zhidong YE
Chinese Journal of General Surgery 2024;39(11):861-864
Objective:To explore the relationship between the degree of devascularization and clinical outcomes after interventional embolization and sclerotherapy for peripheral arteriovenous malformations.Method:A retrospective analysis was conducted on the data of 37 patients with peripheral arteriovenous malformations admitted at Department of Cardiovascular Surgery, China-Japan Friendship Hospital from July 2021 to June 2023. All patients received the treatment of "nidus" and/or outflow veins embolization combined with sclerotherapy injection. Two experienced physicians evaluated the degree of devascularization before and after treatment, and conducted a correlation study with clinical outcomes after follow-up.Result:All 37 patients were symptomatic. Swelling and pain accounted for 75.7% of all the cases. Twenty-six patients received only one procedure, 3 patients received re-interventional treatments. The average follow-up time was(13.3±5.0)months. Clinical symptoms were completely relieved in 14 patients, and partial relief in 22 patients. The overall effective rate was 97%. There were 6 patients with degree of de vascularization<50% during procedure, 16 patients with degree of 50%-75%, and 5 patients with degree of 75%-90%, 10 cases with degree over 90%. Patients with devascularization degrees less than 60% can not achieve clinical symptom relief.Conclusions:There is a positive correlation between the degree of devascularization and clinical outcomes in the interventional embolization and sclerotherapy of peripheral arteriovenous malformations, and 60% of the degree of devascularization can serve as the "threshold" for effectiveness of treatment.
6.Lithium carbonate-induced distal renal tubular acidosis: a case report and literature review
Wenjun ZHANG ; Xixi ZHENG ; Wenling YE ; Limeng CHEN
Chinese Journal of Nephrology 2024;40(5):389-391
Antipsychotics, lithium preparations can cause a variety of renal side effects, most of which occur insidiously. The paper reports a 46-year-old female patient developing fatigue and soft paresis after taking lithium carbonate for 17 years. Laboratory tests showed hypokalemia, distal renal tubular acidosis (dRTA), and renal calculus. After discontinuation of lithium carbonate, partial remission of hypokalemia and dRTA were observed. Combined with literature review, in addition to dRTA, the renal side effects of lithium preparations also include acute toxic kidney injury, nephrogenic diabetes insipidus and various glomerulopathy.
7.Efficacy and safety of red light and daylight photodynamic therapy in treatment of facial acne vulgaris
Shuangshuang ZHU ; Sha PENG ; Limei LI ; Yuyu LI ; Xixi YE ; Yunlu ZHANG ; Qiao LING
Chinese Journal of Medical Aesthetics and Cosmetology 2024;30(5):488-493
Objective:To compare the efficacy and safety of red light and daylight photodynamic therapy in the treatment of facial common acne.Methods:From March 2019 to November 2019, 52 patients with facial common acne who received 5-aminolevulinic acid photodynamic therapy in the Department of Dermatology, Chongqing Hospital of Traditional Chinese Medicine were enrolled, including 34 males and 18 females, aged 18-35 years, with an average age of 23.2 years. A 5% concentration of 5-aminolevulinic acid was applied to the entire face, with the right side of the face being exposed to red light for 20 minutes and the left side to daylight for 2 hours. The treatment was administered once a week for a total of 4 sessions. After the treatment, the acne remission, adverse reactions, and patient satisfaction on both sides of the face were compared.Results:Compared with before treatment, the number of inflammatory and non-inflammatory lesions on both sides of the face in the enrolled patients decreased, and there was no significant difference in the clearance rate of skin lesions between the two sides [53.7% (28/52) vs 59.1% (31/52), χ 2=0.89, P>0.05]. The overall effective rate on the red light side was 88.5% (46/52), and 82.7% (43/52) on the daylight side, with no significant difference between the two (χ 2=0.38, P>0.05). In terms of adverse reactions, mild erythema was common, and it was less on the daylight side than on the red light side [34.6% (18/52) vs 19.2% (10/52), χ 2=5.98, P<0.05]. During the treatment period, the pain score on the daylight side decreased compared to the red light side [(7.6±2.3) vs (4.1±1.3), t=13.10, P<0.001]. Overall satisfaction with the daylight side was reported in 49 cases (94.2%), and with the red light side in 37 cases (71.2%), with the daylight side being higher than the red light side, and the difference was statistically significant (χ 2=9.60, P<0.05). Conclusion:Daylight photodynamic therapy is as effective as red light photodynamic therapy for common acne, but it produces fewer adverse reactions and higher patient satisfaction.
8.Application of wearable visual training system based on extended reality glasses in patients after macular hole surgery
Jing YUAN ; Xingchang WANG ; Xiquan SUN ; Huiguang JIAO ; Qian WANG ; Jianxiong YU ; Biyue TU ; Xixi YAN ; Zhen ZHAO ; Yanxia TONG ; Shuwen ZHANG
Chinese Journal of Experimental Ophthalmology 2024;42(12):1142-1147
Objective:To evaluate the short-term rehabilitation effect of wearable visual training devices based on extended reality (XR) glasses in patients after macular hole surgery.Methods:A self-controlled study was conducted.Eleven patients with monocular low vision after macular hole surgery were recruited at Renmin Hospital of Wuhan University from October 2022 to March 2024.All patients underwent biofeedback training for 3 months using the independently developed visual rehabilitation training glasses LOOKBON T10.The LogMAR best corrected visual acuity (BCVA), retinal sensitivity, effective fixation rate, fixation stability, reading speed, vertical metamorphopsia (MV), horizontal metamorphopsia (MH), and Chinese version of the visual-related quality of life assessment form (CVRQoL-25) were compared before and after training.This study adhered to the Declaration of Helsinki.The study protocol was approved by the Ethics Committee of Renmin Hospital of Wuhan University (No.WDRY2024-K263).Written informed consent was obtained from each subject.Results:After training, the patients' BCVA, retinal sensitivity, effective fixation rate, fixation stability, and reading speed were 0.69±0.19, (21.61±2.75)db, (92.43±4.06)%, (93.09±4.31)%, and (104.82±21.85) characters/minute, respectively, which were significantly improved compared to 0.85±0.28, (17.71±3.17)db, (31.83±19.05)%, (32.35±19.12)%, and (69.64±20.17) characters/minute before training ( t=5.253, -5.987, -11.561, -12.003, -11.682; all at P<0.001).After training, MV and MH were (0.29±0.20)° and (0.21±0.24)°, respectively, which were significantly reduced compared to pre-training (0.44±0.24)° and (0.43±0.41)° ( t=9.238, 4.068; both at P<0.01).After training, the CVRQoL-25 score was 1 193.18±229.43, which was significantly higher than pre-training 947.73±203.86 ( t=-11.687, P<0.001). Conclusions:The application of wearable visual training equipment based on XR glasses can effectively improve the visual function of patients with poor visual function recovery after macular hole surgery, and enhance their quality of life.
9.Anyalysis of Screening and Gene Identification of α-Thalassemia in Child-bearing Population of Conghua District,Guangzhou City
Xiaoming QI ; Zhuorong LÜ ; Xixi GUO ; Kunshan ZHANG ; Yunping ZHONG ; Aixian CHEN ; Wuzhong YU
Journal of Modern Laboratory Medicine 2024;39(2):163-167
Objective To investigate the incidence and the types of gene mutations of α-thalassemia in the child-bearing pop-ulation of Conghua District,Guangzhou.Methods Blood samples from 24 083 people of childbearing age were screened by blood cell analysis and hemoglobin electrophoresis,α-globin gene variation was detected by GAP-PCR and PCR reverse dot blot in the positive cases,and 17 common β-globin gene mutations were detected by PCR reverse Dot blot.Results A total of 2 596 cases of α-thalassemia gene abnormality were detected by gene identification,and the abnormal rate was 10.78%.A sum of 170 cases(0.71%)had a compound mutation of α-β gene.There were 2 550 cases(98.23%)of deletion and 46 cases(1.77%)of non-deletion in the mutant genes.There were 14 types of gene mutation,including 5 types of HbH disease(with--SEA/-α3.7 primarily),4 mild types(with 68.61%of--SEA/αα genotype),and 5 quiescent types(the top two genotypes were-α3.7/αα and-α4.2/αα).A total of 23 types of αβ complex gene mutation were detected,and the top six types were--SEA/βCD41-42,-α3.7/βCD41-42,--SEA/β654,--SEA/-28,-α3.7/β654 and-α3.7/βCD17,which accounted for 75.27%of all the complex types.Conclusion The gene abnormality rate of α-thalassemia in Conghua District of Guangzhou City was high.The gene mutation type and constitu-ent ratio,which have their own characteristics,is a special region of α-thalassemia.
10.Autophagy,ferroptosis-related targets and renal function progression in patients with chronic kidney disease:bioinformatics analysis and experimental verification
Guanting CHEN ; Linqi ZHANG ; Xixi WANG ; Xu CHEN
Chinese Journal of Tissue Engineering Research 2024;28(32):5122-5129
BACKGROUND:Autophagy and ferroptosis play important roles in the development of chronic kidney disease,but the molecular mechanisms and gene targets related to autophagy and ferroptosis in renal tissue of chronic kidney disease are still unclear. OBJECTIVE:To screen differentially expressed genes in chronic kidney disease-related datasets based on bioinformatics,and to explore potential key biomarkers suitable for screening renal function progression in patients with chronic kidney disease. METHODS:(1)The GSE137570 dataset was obtained from GEO database to screen the differentially expressed genes by Networkanalyst database analysis.Ferroptosis and autophagy related targets were obtained by OMIM,GENECARD,FerrDb and HAMdb databases.The respective data were intersected to obtain autophagy-ferroptosis related differentially expressed genes in chronic kidney disease for parallel enrichment analysis.The STRING website was used to construct the protein-protein interaction network of differentially expressed genes,which was imported into Cytoscape software and analyzed by MCODE and Cytohubba plug-in to screen potential core targets.Enrichment analysis was performed to obtain the functions of these potential core targets.(2)In the in vitro experiment,mouse renal tubular epithelial cells were divided into two groups:the control group received no intervention,while the model group was stimulated with 5 ng/mL transforming growth factor β1 for 24 hours to induce mesenchymal transformation of renal tubular epithelial cells.Flow cytometry was used to measure the levels of reactive oxygen species and changes in mitochondrial membrane potential in the cells.RT-PCR was employed to assess ferroptosis,autophagy-related markers,and the mRNA expression of potential core targets in the cells. RESULTS AND CONCLUSION:After screening the GSE137570 dataset,a total of 480 differentially expressed genes were obtained,including 104 upregulated genes and 376 downregulated genes(log2|(FC)|>1,P<0.05).There were 562 ferroptosis-related targets and 1 266 autophagy-related targets obtained from the OMIM,GENECARD,FerrDb,and HAMdb databases.Intersection of differentially expressed genes with ferroptosis-and autophagy-related targets yielded 15 ferroptosis-related targets and 18 autophagy-related targets,respectively.The enrichment analysis results indicate that ferroptosis-related differentially expressed genes are primarily involved in biological processes such as sulfur amino acid metabolism,neutrophil degranulation,and ferroptosis signaling pathways.Autophagy-related differentially expressed genes are mainly enriched in biological processes such as platelet degranulation,extracellular matrix degradation,and receptor tyrosine kinase signaling.After screened by MCODE and CytoHubba,key genes were identified in the protein-protein interaction network,including CD44,ALB,TIMP1,PLG,CCL2,and DPP4.Immune infiltration analysis results indicate that immune cells such as B cells,CD4+ T cells,NK cells,and monocytes show significant differential expression in renal tissue after chronic kidney disease,and the core targets are also significantly correlated with these immune cells(P<0.05).The results of receiver operator characteristic curve analysis further demonstrate that the pathological progression of chronic kidney disease can be effectively diagnosed by CD44,ALB,TIMP1,PLG,CCL2,and DPP4.Single-cell sequencing results show that,except for PLG,the expression of target genes in the renal tissue of mice in each model group is generally consistent with the results of this experiment.RT-PCR results demonstrate that,for the validation of autophagy and ferroptosis phenotypes,compared with the control group,the model group shows a significant decrease in mRNA expression of LC3B,Nrf2,and SLC7A11(P<0.05),and a significant increase in P62 mRNA expression(P<0.05).Regarding the validation of potential core targets,compared with the control group,the model group exhibits a significant decrease in mRNA expression of ALB and PLG(P<0.05),and a significant increase in TIMP1 and CCL2 mRNA expression(P<0.05).Overall,these findings indicate that,through bioinformatics analysis and experimental validation,CD44,ALB,TIMP1,PLG,and CCL2 are abnormally expressed in the renal tissue of patients with chronic kidney disease,closely correlated with estimated glomerular filtration rate and tubulointerstitial fibrosis,and maybe play a predictive role in the progression of chronic kidney disease.


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