1.Allogeneic lung transplantation in miniature pigs and postoperative monitoring
Yaobo ZHAO ; Ullah SALMAN ; Kaiyan BAO ; Hua KUI ; Taiyun WEI ; Hongfang ZHAO ; Xiaoting TAO ; Xinzhong NING ; Yong LIU ; Guimei ZHANG ; He XIAO ; Jiaoxiang WANG ; Chang YANG ; Feiyan ZHU ; Kaixiang XU ; Kun QIAO ; Hongjiang WEI
Organ Transplantation 2026;17(1):95-105
Objective To explore the feasibility and reference value of allogeneic lung transplantation and postoperative monitoring in miniature pigs for lung transplantation research. Methods Two miniature pigs (R1 and R2) underwent left lung allogeneic transplantation. Complement-dependent cytotoxicity tests and blood cross-matching were performed before surgery. The main operative times and partial pressure of arterial oxygen (PaO2) after opening the pulmonary artery were recorded during surgery. Postoperatively, routine blood tests, biochemical blood indicators and inflammatory factors were detected, and pathological examinations of multiple organs were conducted. Results The complement-dependent cytotoxicity test showed that the survival rate of lymphocytes between donors and recipients was 42.5%-47.3%, and no agglutination reaction occurred in the cross-matching. The first warm ischemia times of D1 and D2 were 17 min and 10 min, respectively, and the cold ischemia times were 246 min and 216 min, respectively. Ultimately, R1 and R2 survived for 1.5 h and 104 h, respectively. Postoperatively, in R1, albumin (ALB) and globulin (GLB) decreased, and alanine aminotransferase increased; in R2, ALB, GLB and aspartate aminotransferase all increased. Urea nitrogen and serum creatinine increased in both recipients. Pathological results showed that in R1, the transplanted lung had partial consolidation with inflammatory cell infiltration, and multiple organs were congested and damaged. In R2, the transplanted lung had severe necrosis with fibrosis, and multiple organs had mild to moderate damage. The expression levels of interleukin-1β and interleukin-6 increased in the transplanted lungs. Conclusions The allogeneic lung transplantation model in miniature pigs may systematically evaluate immunological compatibility, intraoperative function and postoperative organ damage. The data obtained may provide technical references for subsequent lung transplantation research.
2.Meta-analysis of influential factors for all-cause mortality in patients with carbapenem-resistant Gram-negative bacteria treated with polymyxin B
Ruijuan TAN ; Lidan WANG ; Mei DU ; Hongfang MA ; Xiaoyan ZHANG
China Pharmacy 2026;37(7):949-953
OBJECTIVE To systematically evaluate the influential factors for all-cause mortality in patients with carbapenem-resistant Gram-negative bacteria (CR-GNB) treated with polymyxin B. METHODS PubMed, Embase, the Cochrane Library, Web of Science, Wanfang Data, VIP, CBM and CNKI were searched to collect clinical studies on all-cause death within 30 days or 28 days after treatment with polymyxin B in patients with CR-GNB infection from database establishment to July 2025. After literature screening, data extraction and evaluation of literature quality, meta-analysis was performed using RevMan 5.4 software. RESULTS A total of 12 studies were included, involving 1 326 patients, among whom 529 patients died, with a mortality rate of 39.89%. Meta-analysis results showed that combined with cardiovascular disease [OR=2.06, 95%CI (1.37, 3.09), P =0.005 ] , increased Sequential Organ Failure Assessment (SOFA) score [OR=1.20, 95%CI (1.07, 1.35), P =0.003 ] , mechanical ventilation [OR=2.35, 95%CI (1.65, 3.34), P <0.001 ] , continuous renal replacement therapy (CRRT) [OR=2.58, 95%CI (1.67, 3.97), P <0.001 ] , bloodstream infection [OR=3.24, 95%CI (2.19, 4.78), P <0.001 ] , multiple-site infection [OR=1.51, 95%CI (1.03, 2.20), P =0.03 ] , septic shock [OR=3.19, 95%CI (1.94, 5.24), P <0.001 ] , use of vasoactive drugs [OR=2.90, 95%CI (1.97, 4.27), P <0.001 ] , and the occurrence of acute kidney injury (AKI) [OR=2.17, 95%CI (1.41, 3.36), P <0.001 ] were risk factors for all-cause mortality in patients with CR-GNB infection treated with polymyxin B. Conversely, an extended duration of polymy xin B treatment [OR=0.92, 95%CI (0.86, 0.99), P =0.03 ] and early administration after CR-GNB infection [OR=0.47, 95%CI (0.25, 0.85), P =0.01 ] were protective factors. CONCLUSIONS Patients with cardiovascular disease, receiving mechanical ventilation or CRRT, having bloodstream infection, multiple-site infection or septic shock, combining with vasoactive drugs, with AKI and increased SOFA scores have a higher risk of all-cause mortality. Conversely, extending the duration of polymyxin B treatment (beyond 7 days) and early administration within 48 hours after confirmed CR-GNB infection can significantly reduce the risk of all-cause mortality.
3.Assessment of the implementation of Radiation shielding requirements for radiotherapy room—Part 4: Radiotherapy room of 252Cf neutron afterloading (GBZ/T 201.4-2015)
Yuze YANG ; Hongfang WANG ; Haoxian YANG ; Quan WU ; Mingsheng LI ; Bala HARI ; Yongzhong MA ; Zechen FENG ; Bin BAI ; Jie GAO ; Wei ZHOU ; Weixu HUANG ; Zhengjie SHI ; Hezheng ZHAI
Chinese Journal of Radiological Health 2025;34(5):660-665
Objective To track and evaluate the implementation and application of the occupational health standard Radiation shielding requirements for radiotherapy room—Part 4: Radiotherapy room of 252Cf neutron afterloading (GBZ/T 201.4-2015) by radiation health technical service agencies, medical institutions, health supervision agencies, and radiotherapy facility design units, and to provide a scientific basis for the further revision and implementation of this standard. Methods Following the Guideline for health standards tracking evaluation (WS/T 536-2017) and the project implementation plan, relevant practitioners were randomly selected for a questionnaire survey. The survey primarily focused on their awareness, standard training, application, and revision suggestions of GBZ/T 201.4-2015. The results were summarized and analyzed. Results A total of 168 evaluation questionnaires were collected from relevant practitioners in 28 provinces. Only 31.6% of the respondents reported being “well familiar” or “ familiar” with the standard, 27.4% of the respondents believed that the standard was widely used, and 45.2% of the respondents believed that the standard could meet the needs of their work. Only 14.9% of the respondents had received relevant training on the standard, more than half of the respondents had not applied the standard within the past 10 years, and 45.2% of the respondents believed that the standard "needs to be revised". Conclusion Due to the small number of californium-252 neutron afterloading radiotherapy devices in operation on the market, the overall awareness of the standard is low, suggesting that relevant authorities need to strengthen training and publicity of the standard, and that certain sections of the standard need to be revised or merged.
4.Production of GTKO pigs and kidney xenotransplantation from pigs to rhesus macaques
Yan WANG ; Yue CHANG ; Chang YANG ; Taiyun WEI ; Xiaoying HUO ; Bowei CHEN ; Jiaoxiang WANG ; Heng ZHAO ; Jianxiong GUO ; Hongfang ZHAO ; Xiong ZHANG ; Feiyan ZHU ; Wenmin CHENG ; Hongye ZHAO ; Kaixiang XU ; Ameen Jamal MUHAMMAD ; Zhendi WANG ; Hongjiang WEI
Organ Transplantation 2025;16(4):526-537
Objective To explore the construction of α-1,3-galactosyltransferase (GGTA1) gene-knockout (GTKO) Diannan miniature pigs and the kidney xenotransplantation from pigs to rhesus macaques, and to assess the effectiveness of GTKO pigs. Methods The GTKO Diannan miniature pigs were constructed using the CRISPR/Cas9 gene-editing system and somatic cell cloning technology. The phenotype of GTKO pigs was verified through polymerase chain reaction, Sanger sequencing and immunofluorescence staining. Flow cytometry was used to detect antigen-antibody (IgM) binding and complement-dependent cytotoxicity. Kidney xenotransplantation was performed from GTKO pigs to rhesus macaques. The humoral immunity, cellular immunity, coagulation and physiological indicators of the recipient monkeys were monitored. The function and pathological changes of the transplanted kidneys were analyzed using ultrasonography, hematoxylin-eosin staining, immunohistochemical staining and immunofluorescence staining. Results Single-guide RNA (sgRNA) targeting exon 4 of the GGTA1 gene in Diannan miniature pigs was designed. The pGL3-GGTA1-sgRNA1-GFP vector was transfected into fetal fibroblasts of Diannan miniature pigs. After puromycin selection, two cell clones, C59# and C89#, were identified as GGTA1 gene-knockout clones. These clones were expanded to form cell lines, which were used as donor cells for somatic cell nuclear transfer. The reconstructed embryos were transferred into the oviducts of trihybrid surrogate sows, resulting in 13 fetal pigs. Among them, fetuses F04 and F11 exhibited biallelic mutations in the GGTA1 gene, and F04 had a normal karyotype. Using this GTKO fetal pig for recloning and transferring the reconstructed embryos into the oviducts of trihybrid surrogate sows, seven surviving piglets were obtained, all of which did not express α-Gal epitope. The binding of IgM from the serum of rhesus monkey 20# to GTKO pig PBMC was reduced, and the survival rate of GTKO pig PBMC in the complement-dependent cytotoxicity assay was higher than that of wild-type pig. GTKO pig kidneys were harvested and perfused until completely white. After the left kidney of the recipient monkey was removed, the pig kidney was heterotopically transplanted. Following vascular anastomosis and blood flow restoration, the pig kidney rapidly turned pink without hyperacute rejection (HAR). Urine appeared in the ureter 6 minutes later, indicating successful kidney transplantation. The right kidney of the recipient was then removed. Seven days after transplantation, the transplanted kidney had good blood flow, the recipient monkey's serum creatinine level was stable, and serum potassium and cystatin C levels were effectively controlled, although they increased 10 days after transplantation. Seven days after transplantation, the levels of white blood cells, lymphocytes, monocytes and eosinophils in the recipient monkey increased, while platelet count and fibrinogen levels decreased. The activated partial thromboplastin time, thrombin time and prothrombin time remained relatively stable but later showed an upward trend. The recipient monkey survived for 10 days. At autopsy, the transplanted kidney was found to be congested, swollen and necrotic, with a small amount of IgG deposition in the renal tissue, and a large amount of IgM, complement C3c and C4d deposition, as well as CD68+ macrophage infiltration. Conclusions The kidneys of GTKO Diannan miniature pigs may maintain normal renal function for a certain period in rhesus macaques and effectively overcome HAR, confirming the effectiveness of GTKO pigs for xenotransplantation.
5.Impact of self-efficacy on quality of life in patients with inflammatory bowel disease:the chained mediating role of physical activity and disease burden
Yue ZHANG ; Yiqin CAO ; Yanyan WANG ; Yanqing ZHENG ; Hongfang YE ; Chang ZHENG
Journal of Clinical Medicine in Practice 2025;29(2):119-123
Objective To investigate the effects of physical activity and disease burden on self-ef-ficacy and quality of life in patients with inflammatory bowel disease(IBD).Methods A total of 312 IBD patients were selected by convenience sampling method.General information of patients was col-lected.Self-efficacy[Chronic Disease Management Self-Efficacy Scale(CDM-SES)],physical activi-ty[International Physical Activity Questionnaire-Short Form(IPAQ-SF)],disease burden[Inflamma-tory Bowel Diseases Disk(IBD-disk)Scale]and quality of life[Inflammatory Bowel Disease Ques-tionnaire(IBDQ)]were assessed in IBD patients.The chain-mediating effects of physical activity and disease burden on self-efficacy and quality of life in IBD patients were analyzed.Results There were statistically significant differences in self-efficacy of IBD patients with different ages,body mass index(BMI),places of residence,marital status,educational background and disease stages(P<0.05);there were statistically significant differences in physical activity among IBD patients with different gen-der,age,place of residence,marital status,education background,disease stage and whether to use biological agents(P<0.05);there were statistically significant differences in the disease burden of IBD patients with different BMI,place of residence,marital status,education background,payment method and disease stage(P<0.05);there were statistically significant differences in the quality of life of IBD patients with different ages,places of residence,marital status,education levels,pay-ment methods,disease stages and whether to use biological agents(P<0.05).The quality of life of IBD patients was positively correlated with self-efficacy and physical activity(r=0.605,0.482,P<0.01),and negatively correlated with disease burden and disease stage(r=-0.550,-0.362,P<0.01).Physical activity and disease burden partially mediated between self-efficacy and quality of life in IBD patients.Conclusion IBD patients exhibited moderate levels of self-effi-cacy,low levels of physical activity,and high disease burdens.Clinical healthcare professionals should actively take measures to improve patients'self-efficacy and physical activity levels to reduce disease burden.
6.Clinical features and risk factors for poor prognosis in patients with invasive pulmonary aspergillosis
Hongfang ZHANG ; Hongyin WANG ; Mingxia CHEN ; Hongyi LIN
Chinese Journal of Nosocomiology 2025;35(20):3095-3099
OBJECTIVE To analyze the pathogenic characteristics and clinical features of patients with invasive pul-monary aspergillosis(IPA)and summarize the risk factors for poor prognosis.METHODS The clinical data of 89 patients diagnosed with IPA based on microbial identification of Aspergillus from sputum or bronchoalveolar lav-age fluid cultures and diagnostic criteria,who were admitted to Zhongda Hospital Southeast University from Aug.2022 to Jul.2024 and were queried by electronic case system,were analyzed retrospectively.The distribu-tion of Aspergillus pathogens and clinical features of patients with IPA were analyzed,and the risk factors for poor prognosis were summarized.RESULTS A total of 107 Aspergillus strains were isolated from 89 cases,including 55 strains of Aspergillus fumigatus(51.40%),30 strains of Aspergillus flavus(28.04%)and 10 strains of As-pergillus niger(9.34%).There were 63 m ale patients(70.79%),and 34 cases had poor prognosis.Baseline pe-ripheral blood lymphocyte count(<0.645×109)(OR=6.653,95%CI:2.013-21.990,P=0.002)and ICU admission(OR=8.303,95%CI:1.283-53.741,P=0.026)were identified as risk factors for poor prognosis in patients with IPA.Receiver operating characteristic curve analysis showed that the cut-off point for baseline pe-ripheral blood lymphocyte count in predicting prognosis in patients with IPA was 0.645 ×109/L,with a sensitivity of 85.22%and a specificity of 69.67%.CONCLUSIONS Baseline peripheral blood lymphocyte count and ICU ad-mission are risk factors for poor prognosis in patients with IPA.The alert value for baseline peripheral blood lym-phocyte count is 0.645 × 109/L,which has good predictive value for the occurrence of poor prognosis.
7.Establishment of Allogeneic Kidney Transplantation Technical System in Banna Miniature Pig Inbred Strain
Ying ZHANG ; Ziwei PENG ; Chang YANG ; Jing WANG ; Hongfang ZHAO ; Gen CHEN ; Hongye ZHAO ; Hongjiang WEI
Laboratory Animal and Comparative Medicine 2025;45(5):623-633
Objective To establish a technical system for allogeneic kidney transplantation surgery in pigs using the Banna miniature pig inbred strain,and to evaluate it through routine blood tests,liver and kidney function tests,thus providing reference data for the preparation of allogeneic kidney transplantation models.Methods A total of 4 cases of allogeneic kidney transplantation surgeries were performed,including 1 case of single kidney transplantation in a healthy pig,2 cases of kidney transplantation after unilateral nephrectomy,and 1 case of kidney transplantation after bilateral nephrectomy.Before kidney transplantation,cross-matching and complement-dependent cytotoxicity(CDC)tests were used for matching between donor and recipient pigs.After kidney transplantation,peripheral blood samples were regularly collected from pigs for routine blood tests,liver function tests,and kidney function tests,and color Doppler ultrasound technology was used to detect blood supply to the transplanted kidneys.After reaching the experimental endpoint,both kidneys of pig DR1 and the left kidney of pig DR3 were collected and hematoxylin-eosin(HE)staining was performed to evaluate pathological changes in the transplanted kidneys.Results Recipient pigs DR1 and DR3 died at 17 days and 30 days after surgery respectively,while recipient pigs R and DR2 remained in good condition during the 30-day observation period.The results of liver and kidney function test showed that in pig DR1,alanine aminotransferase(ALT)levels increased on postoperative day 1(>1 000 U/L),peaked on postoperative day 7(1 300 U/L),and aspartate aminotransferase(AST)levels peaked on postoperative day 1(>3 000 U/L).On postoperative day 17,ALT and AST levels remained high(ALT,500 U/L;AST,700 U/L).In pigs R,DR2,and DR3,ALT and AST levels returned to normal around day 17.Serum creatinine(Crea)levels in pig R remained stable without postoperative increase.Crea levels in pigs DR1 and DR2 showed transient elevation on postoperative day 1,then gradually returned to normal(<100 μmol/L).Crea levels in pig DR3 remained below 500 μmol/L from postoperative days 2-10,but increased between days 11-28,reaching up to 1 500 μmol/L,indicating gradual loss of kidney function.Ultrasound results showed that the preoperative resistive index(RI)of recipient pig R was 0.91.On postoperative day 24,renal cortex and medulla showed abundant blood flow signals with RI value of 0.88,which was close to the pre-transplantation RI value.For pig DR2,the RI value on postoperative day 17 was 0.89,with poor renal cortex blood flow and relatively good renal medulla blood flow.In pig DR1 on postoperative day 17,no blood flow signals were detected in the transplanted kidney.HE staining results showed that the non-transplanted healthy right kidney of pig DR1 had normal structure,while the transplanted left kidney showed blurred glomerular structure and nuclear dissolution,indicating that the left kidney had lost function before removal.In the transplanted left kidney of pig DR3,large numbers of red blood cells and lymphocyte infiltration were observed in glomeruli and renal tubules,indicating possible coagulation dysfunction and rejection reactions after kidney transplantation.Conclusion Banna miniature pig inbred strain is used as experimental animals to perform four cases of allogeneic pig-to-pig kidney transplantation.The physiological parameters of the recipient pig and the function of the transplanted kidney are monitored after surgery using routine blood tests,liver and kidney function tests,color Doppler ultrasound,and pathological examinations.The allogeneic pig-to-pig kidney transplantation technical system established in the study can provide a foundation for clinicians to conduct kidney transplantation surgeries.
8.Machine learning-based screening of risk factors of early recurrence after surgery for concomitant exotropia and establishment of a Nomogram predic-tion model
Jing XIE ; Li PU ; Zhengjing WANG ; Hongfang HU ; Liang FENG ; Su ZHAO
Recent Advances in Ophthalmology 2025;45(2):115-119
Objective To analyze the risk factors associated with early recurrence after surgery for concomitant exo-tropia and establish a Nomogram prediction model.Methods A retrospective analysis was conducted on 243 cases(486 eyes)of concomitant exotropia treated in the Ophthalmology Department of our hospital from October 2015 to October 2021.The patients were divided into a training set(n=170)and a validation set(n=73)at a ratio of 7∶3.The Lasso re-gression,Boruta algorithm,and random forest algorithm were used to screen risk variables related to postoperative recur-rence of concomitant exotropia.The Spearman correlation analysis and variance inflation factor(VIF)were used to assess collinearity among variables,and a Nomogram prediction model was established using multivariate Cox regression.The re-ceiver operating characteristic curve,calibration curve,and clinical decision curve of the model at 6 months,18 months,and 24 months after surgery were used to assess the efficacy of the model.Results Three machine learning methods in-cluding Lasso regression,Boruta algorithm,and random forest algorithm identified six significant variables that might con-tribute to early recurrence after strabismus surgery from 22 risk variables in both training and validation sets.No collineari-ty was found among the six variables(r<0.6,VIF<5).Multivariate Cox regression revealed that strabismus type(inter-mittent exotropia),preoperative strabismus angle,best-corrected visual acuity(BCVA)in the right eye,BCVA in both eyes,and surgical procedures(unilateral lateral rectus recession)were risk factors for early recurrence after surgery for concomitant exotropia.Meanwhile,a Nomogram prediction model was constructed based on these 6 factors.The receiver operating characteristic,calibration,and clinical decision curves indicated that the prediction model had good accuracy,consistency,and clinical applicability.Conclusion Nomogram prediction model can effectively predict the risk of early recurrence after surgery for concomitant exotropia,and provides a reference for ophthalmologists to intervene early in pa-tients.
9.Application of single-cell RNA sequencing technology in Parkinson's disease
Ziyu LIU ; Dandan GENG ; Runjiao ZHANG ; Qing LIU ; Yibo LI ; Hongfang WANG ; Wenmeng XIE ; Wenyu WANG ; Jiaxin HAO ; Lei WANG
Chinese Journal of Tissue Engineering Research 2025;29(1):193-201
BACKGROUND:Parkinson's disease has the main pathological changes in the midbrain,especially in the dense substantia nigra,leading to impaired motor and non-motor function in patients.At present,research is limited by cellular heterogeneity,and its pathogenesis still needs to be further elucidated.In recent years,single-cell RNA sequencing(scRNA-seq)has gradually been applied in neurodegenerative diseases,which is of great significance for understanding intercellular heterogeneity,disease development mechanisms,and treatment strategies. OBJECTIVE:To review the research progress of scRNA-seq technology applied to Parkinson's disease in recent years,providing a theoretical basis for the application of scRNA-seq in the treatment and diagnosis of Parkinson's disease. METHODS:The first author used a computer system to search for relevant literature in the CNKI,WanFang,PubMed,and Web of Science databases,with the Chinese search terms"single-cell RNA sequencing,Parkinson's disease,cell heterogeneity,cell subtypes,dopaminergic neurons,glial cells"and English search terms"single-cell RNA seq,Parkinson disease,heterogenicity,subtypes,dopaminergic neurons,glial cells."71 articles were ultimately included for review and analysis. RESULTS AND CONCLUSION:(1)scRNA-seq is a high-throughput experimental technique that utilizes RNA sequencing at the single-cell level to quantify gene expression profiles in specific cell populations,revealing cellular mysteries at the molecular level.Compared with traditional sequencing techniques,scRNA-seq technology is used to reveal the diversity of cell types and changes in specific gene expression in complex tissues under various physiological and pathological conditions through automatic clustering analysis of cell transcriptome.(2)By using scRNA-seq,the development process of dopaminergic neurons and the unique functional characteristics of various cell subtypes are elucidated,in order to better understand potential therapeutic molecular targets.(3)The use of scRNA-seq analysis has improved our understanding of the response of Parkinson's disease glial cells,enabling us to comprehensively map and characterize different cell type populations,identify specific glial cell subpopulations related to neurodegeneration,and draw valuable single cell maps as reference data for future research.(4)The application of scRNA-seq to detect embryonic mice and stem cells will help improve the in vitro differentiation protocol and quality control of cell therapy,as well as evaluate the overall cell quality and developmental stage of dopaminergic neurons derived from stem cells.
10.Machine learning-based screening of risk factors of early recurrence after surgery for concomitant exotropia and establishment of a Nomogram predic-tion model
Jing XIE ; Li PU ; Zhengjing WANG ; Hongfang HU ; Liang FENG ; Su ZHAO
Recent Advances in Ophthalmology 2025;45(2):115-119
Objective To analyze the risk factors associated with early recurrence after surgery for concomitant exo-tropia and establish a Nomogram prediction model.Methods A retrospective analysis was conducted on 243 cases(486 eyes)of concomitant exotropia treated in the Ophthalmology Department of our hospital from October 2015 to October 2021.The patients were divided into a training set(n=170)and a validation set(n=73)at a ratio of 7∶3.The Lasso re-gression,Boruta algorithm,and random forest algorithm were used to screen risk variables related to postoperative recur-rence of concomitant exotropia.The Spearman correlation analysis and variance inflation factor(VIF)were used to assess collinearity among variables,and a Nomogram prediction model was established using multivariate Cox regression.The re-ceiver operating characteristic curve,calibration curve,and clinical decision curve of the model at 6 months,18 months,and 24 months after surgery were used to assess the efficacy of the model.Results Three machine learning methods in-cluding Lasso regression,Boruta algorithm,and random forest algorithm identified six significant variables that might con-tribute to early recurrence after strabismus surgery from 22 risk variables in both training and validation sets.No collineari-ty was found among the six variables(r<0.6,VIF<5).Multivariate Cox regression revealed that strabismus type(inter-mittent exotropia),preoperative strabismus angle,best-corrected visual acuity(BCVA)in the right eye,BCVA in both eyes,and surgical procedures(unilateral lateral rectus recession)were risk factors for early recurrence after surgery for concomitant exotropia.Meanwhile,a Nomogram prediction model was constructed based on these 6 factors.The receiver operating characteristic,calibration,and clinical decision curves indicated that the prediction model had good accuracy,consistency,and clinical applicability.Conclusion Nomogram prediction model can effectively predict the risk of early recurrence after surgery for concomitant exotropia,and provides a reference for ophthalmologists to intervene early in pa-tients.

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