1.Application of large language models in health education for patients with diabetic retinopathy
Fei GAO ; Xue GAO ; Yan SHAO ; Xinjun REN ; Boshi LIU ; Mingfei JIAO ; Xiaorong LI ; Juping LIU
Chinese Journal of Experimental Ophthalmology 2024;42(12):1111-1118
Objective:To evaluate the accuracy, completeness, and reproducibility of domestic open-source large language models (LLM) in diabetic retinopathy (DR) patient education, and to explore their potential as intelligent virtual assistants for DR patient education.Methods:A total of 41 questions and answers related to the diagnosis and treatment of DR in five categories, namely risk factors, screening and examination, symptoms and staging, diagnosis, treatment and prognosis.All questions were repeated twice as a " new dialogue" in the LLM, and all the answers were recorded.Three senior fundus physicians independently evaluated the answers on a 6-point Likert scale for accuracy and a 3-point Likert scale for completeness and repeatability, and for each answer, the evaluator was asked to make a recommendation between the LLM and the manual answers.Five questions were randomly selected to evaluate the three open source LLM, ERNIE Bot 3.5, Qwen and Kimi chat, and the LLM with the best overall performance was selected for further evaluation in the full question bank.Results:Among the three LLM, Kimi chat had the best overall performance, Kimi chat performed best, with percentages of 6 for accuracy, 3 for completeness, and 3 for repeatability among the 5 questions at 90%, 90%, and 100%, respectively.For all questions answered, the number of words in manual replies was 106 (70, 202), which was significantly lower than 505 (386, 600) in Kimi chat ( Z=-7.866, P<0.001).There was no significant correlation between the number of Kimi chat replies and the accuracy score ( rs=-0.044, P=0.492), but it was positively correlated with the integrity score ( rs=0.239, P<0.001).The interclass correlation coefficient for accuracy and completeness scores were above 0.700 among three evaluators, with the highest agreement for repeatability at 0.853, followed by completeness of the first response at 0.771.The proportion of responses ≥5 points for accuracy was 87.0%(214/246), the proportion ≥2 points for completeness was 98.0%(241/246), and the proportion higher than 70% for repeatability was 78.5%(193/246).Kimi chat excelled in answering basic questions about the disease such as disease definition, staging, frequency of screening, and common risk factors, but performed poorly on questions involving treatment choices that require a doctor's professional judgment.The proportion of evaluators choosing Kimi chat responses as superior was 69.5% (171/246), and the reasons for non-selection included lack of characteristic answers, inclusion of too much irrelevant information, and lack of responses to questions requiring a high degree of medical expertise. Conclusions:Kimi chat answers DR-related diagnostic questions in a detailed and well-organized manner, with a high degree of accuracy, completeness and reproducibility.
2.Chinese expert consensus on the diagnosis and treatment of traumatic supraorbital fissure syndrome (version 2024)
Junyu WANG ; Hai JIN ; Danfeng ZHANG ; Rutong YU ; Mingkun YU ; Yijie MA ; Yue MA ; Ning WANG ; Chunhong WANG ; Chunhui WANG ; Qing WANG ; Xinyu WANG ; Xinjun WANG ; Hengli TIAN ; Xinhua TIAN ; Yijun BAO ; Hua FENG ; Wa DA ; Liquan LYU ; Haijun REN ; Jinfang LIU ; Guodong LIU ; Chunhui LIU ; Junwen GUAN ; Rongcai JIANG ; Yiming LI ; Lihong LI ; Zhenxing LI ; Jinglian LI ; Jun YANG ; Chaohua YANG ; Xiao BU ; Xuehai WU ; Li BIE ; Binghui QIU ; Yongming ZHANG ; Qingjiu ZHANG ; Bo ZHANG ; Xiangtong ZHANG ; Rongbin CHEN ; Chao LIN ; Hu JIN ; Weiming ZHENG ; Mingliang ZHAO ; Liang ZHAO ; Rong HU ; Jixin DUAN ; Jiemin YAO ; Hechun XIA ; Ye GU ; Tao QIAN ; Suokai QIAN ; Tao XU ; Guoyi GAO ; Xiaoping TANG ; Qibing HUANG ; Rong FU ; Jun KANG ; Guobiao LIANG ; Kaiwei HAN ; Zhenmin HAN ; Shuo HAN ; Jun PU ; Lijun HENG ; Junji WEI ; Lijun HOU
Chinese Journal of Trauma 2024;40(5):385-396
Traumatic supraorbital fissure syndrome (TSOFS) is a symptom complex caused by nerve entrapment in the supraorbital fissure after skull base trauma. If the compressed cranial nerve in the supraorbital fissure is not decompressed surgically, ptosis, diplopia and eye movement disorder may exist for a long time and seriously affect the patients′ quality of life. Since its overall incidence is not high, it is not familiarized with the majority of neurosurgeons and some TSOFS may be complicated with skull base vascular injury. If the supraorbital fissure surgery is performed without treatment of vascular injury, it may cause massive hemorrhage, and disability and even life-threatening in severe cases. At present, there is no consensus or guideline on the diagnosis and treatment of TSOFS that can be referred to both domestically and internationally. To improve the understanding of TSOFS among clinical physicians and establish standardized diagnosis and treatment plans, the Skull Base Trauma Group of the Neurorepair Professional Committee of the Chinese Medical Doctor Association, Neurotrauma Group of the Neurosurgery Branch of the Chinese Medical Association, Neurotrauma Group of the Traumatology Branch of the Chinese Medical Association, and Editorial Committee of Chinese Journal of Trauma organized relevant experts to formulate Chinese expert consensus on the diagnosis and treatment of traumatic supraorbital fissure syndrome ( version 2024) based on evidence of evidence-based medicine and clinical experience of diagnosis and treatment. This consensus puts forward 12 recommendations on the diagnosis, classification, treatment, efficacy evaluation and follow-up of TSOFS, aiming to provide references for neurosurgeons from hospitals of all levels to standardize the diagnosis and treatment of TSOFS.
3.A real-world study of an ambulatory management model for vitrectomy surgery
Manqiao WANG ; Boshi LIU ; Bojie HU ; Zhaohui CHENG ; Jindong HAN ; Juping LIU ; Longli ZHANG ; Yan SHAO ; Yi SHI ; Xinjun REN ; Nan ZHANG ; Xiaorong LI
Chinese Journal of Ocular Fundus Diseases 2024;40(8):614-618
Objective:To evaluate changes in operational effectiveness after the implementation of ambulatory surgical management in pars plana vitrectomy (PPV).Methods:A retrospective clinical study. 17 528 surgeries in 10 895 eyes of 10 895 patients who underwent minimally invasive PPV on an ambulatory and/or inpatient basis at Tianjin Medical University Eye Hospital from August 2015 to June 2023 were included in this study. Among them, 5 346 eyes in 5 346 cases were male; 5 549 eyes in 5 549 cases were female. The age ranged from 0 to 95 years, with the mean age of (57.74±13.15) years. 6 381 surgeries in 3 615 eyes from August 2015 to December 2018 (the initial period of day surgery) were used as the control group; 11 147 surgeries in 7 280 eyes from January 2019 to June 2023 (the expanded period of day surgery) were used as the observation group. According to the management mode of ambulatory surgery, the observation group was subdivided into the decentralized management group (January 2019 to December 2020) and the centralized management group (January 2021 to June 2023), with 2 905 and 4 375 eyes and 4 646 and 6 501 surgeries, respectively. Changes in the percentage of day surgery, average hospitalization days, and average unplanned reoperation rate were compared. The Mann-Whitney U test was used to compare numerical variables between groups; the chi-square test or Fisher's exact test was used to compare categorical variables. Results:The number of cases of daytime PPV performed in the observation group and control group was 7 852 (70.44%, 7 852/11 147) and 24 (0.38%, 24/6 381) cases, respectively, and the average hospitalization days were 1 (1) and 5 (3) d. Compared with the control group, the observation group had a significantly higher percentage of day surgery ( χ2=8 051.01) and a considerably lower mean hospitalization day ( Z=4 536 844.50), and the differences were statistically significant ( P<0.000 1). The mean hospitalization days in the decentralized and centralized management groups were 2 (3) and 1 (0) d, respectively, and unplanned reoperations were 34 (0.73%, 34/4 646) and 171 (2.63%, 171/6 501) eyes, respectively. Compared with the decentralized management group, average hospitalization days was significantly lower ( Z=1 436.94) and unplanned reoperation rate was significantly higher ( χ2=54.10) were significantly lower in the centralized management group, both of which were statistically significant ( P<0.000 1). Conclusion:PPV ambulatory management model can significantly reduce the average hospitalization day, but also results in higher rates of unplanned reoperations.
4.Evaluation of conjunctival sac culture findings prior to intravitreal injection
Xinjun REN ; Yifeng KE ; Liangzhang TAN ; Eric Emmanuel PAZO ; Yongtao LI ; Xiaorong LI
Chinese Journal of Ocular Fundus Diseases 2024;40(9):687-692
Objective:To observe the differences in the positive rate of conjunctival sac microbial culture after different methods of preventing infection before intravitreal injection (IVI).Methods:A prospective case-control study. A total of 1 200 participants with fundus diseases who received IVI injection at Tianjin Medical University Eye Hospital from July 2021 to December 2023 were included. Patients were randomly divided into 6 groups according to eye spot with antibiotic solution 3, 1 and 0 days before IVI and local eye disinfection with povidone-iodine (PVI) 3 min and 30 s before IVI: the first 3 days of antibiotics+3 min PVI group, the first 1 day of antibiotics+3 min PVI group, the first 0 days of antibiotics+3 min PVI group, the first 3 days of antibiotics+30 s PVI group, the first 1 day of antibiotics+30 s PVI group, the first 0 days of antibiotics+30 s PVI group, there were 200 cases in each group. Microbial sampling and cultivation of conjunctival sac were conducted before IVI to compare the differences in positive rates among different groups. Multiple group comparisons were conducted using one-way analysis of variance. The comparison of count data is conducted using χ2 test. Results:Among the 1 200 patients, there were 566 males and 634 females. Age (62.59±13.44) years old. There were 397 cases of diabetes and 482 cases of hypertension. IVI frequency (2.35±2.34). 64 cases were positive for conjunctival sac culture before IVI. The age ( F=1.468), sex composition ratio ( χ2=2.876), diabetes ( χ2=10.002), hypertension ( χ2=6.019), times of IVI ( χ2=4.507), and positive rate of conjunctival sac bacterial culture ( χ2 =6.272) of patients in each group had no statistical significance ( P>0.05). Using the duration of antibiotic application before IVI as a stratified factor, there was no statistically significant difference in the positive rate of conjunctival sac culture between groups with different durations of antibiotic application before IVI [ χ2=0.414, P=0.52, combined odds ratio ( OR)=0.819, 95% confidence interval ( CI) 0.493-1.360]. Using the duration of PVI application as a stratified factor, there was no statistically significant difference in the positive rate of conjunctival sac culture between different PVI disinfection times [ χ2=0.000, P=1.000, combined OR=1.00, 95% CI 0.503-1.988]. Conclusions:Pre IVI treatment with 0.5% PVI for 30 s can inhibit the growth of microbial colonies in the conjunctival sac. The application of local antibiotic eye fluid in the anterior eye of IVI cannot reduce the positive rate of conjunctival sac bacteria.
5.Comparison of big data before and after the establishment of one-stop intravitreal injection mode in the real-world research
Liangzhang TAN ; Xinjun REN ; Yifeng KE ; Juping LIU ; Fei GAO ; Shoukuan LIU ; Xiaorong LI
Chinese Journal of Ocular Fundus Diseases 2023;39(6):451-458
Objective:To compare and analyze the application of anti-vascular endothelial growth factor (VEGF) drugs for intravitreal injection in the real world before and after the establishment of one-stop intravitreal injection center, as well as the advantages and disadvantages of different management modes.Methods:A retrospective clinical study. A total of 4 015 patients (4 659 eyes) who received anti-VEGF drugs for ocular fundus diseases at the Tianjin Medical University Eye Hospital from July, 2018 to June, 2022 were included in the study. There were 2 146 males and 1 869 females. The ocular fundus diseases in this study were as follows: 1 090 eyes of 968 patients with wet age-related macular degeneration (wAMD); 855 eyes of 654 patients with diabetic macular edema (DME); 1 158 eyes of 980 patients with diabetic retinopathy (DR); 930 eyes of 916 patients with macular edema secondary to retinal vein occlusion (RVO-ME). A total of 294 eyes of 275 patients with choroidal neovascularization secondary to pathological myopia (PM-CNV); 332 eyes of 222 patients with other fundus diseases. A total of 13 796 anti-VEGF needles were injected. A total of 1 252 patients (1 403 eyes) from July 2018 to June 2020 were regarded as the control group. From July 2020 to June 2022, 2 763 patients (3 256 eyes) who received anti-VEGF treatment in the intravitreal injection center were regarded as the observation group. The total number of intravitreal injection needles, the distribution of anti-VEGF therapy in each disease according to disease classification, the proportion of patients who chose the 3+ on-demand treatment (PRN) regimen and the distribution of clinical application of different anti-VEGF drugs were compared between the control group and the observation group. The waiting time and medical experience of patients were investigated by questionnaire. χ2 test was used to compare the count data between the two groups, and t test was used to compare the measurement data. Results:Among the 13 796 anti-VEGF injections in 4 659 eyes, the total number of anti-VEGF drugs used in the control and observation groups were 4 762 and 9 034, respectively, with an average of (3.39±3.78) and (2.78±2.27) injections per eye ( t=6.900, P<0.001), respectively. In the control and observation groups, a total of 1 728 and 2 705 injections of anti-VEGF drugs were used for wAMD with an average of (5.14±4.56) and (3.59±2.45) injections per eye, respectively; a total of 982 and 2 038 injections of anti-VEGF drugs were used for DME with an average of (4.36±4.91) and (3.24±2.77) needles per eye, respectively. Additionally, a total of 942 and 2 179 injections of anti-VEGF drugs were injected for RVO-ME with an average of (3.98±3.71) and (3.14±2.15) injections per eye, respectively; a total of 291 and 615 injections of anti-VEGF drugs were injected for PM-CNV with an average of (3.31±2.63) and (2.99±1.69) injections per eye, respectively. A total of 683 and 1 029 injections of anti-VEGF drugs were injected for DR with an average of (1.60±1.26) and (1.41±1.05) injections per eye, respectively. The clinical application and implementation of "3+PRN" treatment were as follows: 223 (66.4%, 223/336) and 431 eyes (57.2%, 431/754) in the wAMD ( χ2=8.210, P=0.004), 75 (33.3%, 75/225) and 236 (37.5%, 236/630) eyes in the DME ( χ2=1.220, P>0.05), and 97 (40.9%, 97/237) and 355 eyes (51.2%, 355/693) in the RVO-ME ( χ2=7.498, P=0.006), 39 (44.3%, 39/88) and 111 eyes (53.9%, 111/206) in the PM-CNV ( χ2=2.258, P>0.05), respectively. In addition, the results of the questionnaire survey showed that there were significant differences between the control and observation groups regarding the time of appointment waiting for surgery ( t=1.340), time from admission to entering the operating room on the day of injection ( t=2.780), time from completing preoperative treatment preparation to waiting for entering the operating room ( t=8.390), and time from admission to discharge ( t=6.060) ( P<0.05). Conclusions:The establishment of a one-stop intravitreal injection mode greatly improved work efficiency and increased the number of injections. At the same time, the compliance, waiting time, and overall medical experience of patients significantly improved under centralized management.
6.Paying attention to importance to the innovation in retinal surgery
Chinese Journal of Ocular Fundus Diseases 2023;39(12):959-963
With the continuous advancement of technology, the field of retinal surgery is poised to witness an increasing array of innovations and breakthroughs. The innovation in retinal surgery plays a pivotal role in enhancing the success rate of operations, reducing the risk of complications, and improving patient prognosis and quality of life. This encompasses innovations in vitrectomy systems, the novel application of vitrectomy in treating other ocular diseases, advancements in retinal surgical techniques, technological and conceptual innovations, as well as multidisciplinary collaboration, all of which contribute to the ongoing development in the treatment of retinal diseases. Therefore, innovations in retinal surgery should receive significant attention from ophthalmologists specializing in retinal diseases with the best service to patients.
7.Progress of treatment for large idiopathic macular holes
Xiaoe FAN ; Xinjun REN ; Xiaorong LI
Chinese Journal of Experimental Ophthalmology 2022;40(1):88-92
Size of the macular hole (MH) is an important factor affecting the treatment of MH.MH with a diameter >400 mm was defined as large MH.Pars plana vitrectomy (PPV) combined with internal limiting membrane (ILM) peeling or intravitreal gas tamponade, which can effectively relieve the traction of vitreoretinal interface, is the standard surgical technique for idiopathic full-thickness macular hole (FTMH), but its efficacy on refractory large FTMH is very limited.In order to obtain ideal anatomical healing and functional recovery of large FTMH, new surgical strategies, such as reversal of retinal internal limiting membrane (ILM), expanded removal of ILM, transplantation of different tissue valves, application of mesenchymal stem cells and so on, have been the focus of researchers in the field of fundus diseases.More targeted and personalized treatment is the development trend of treatment for large FTMH.The progress of ILM flipping surgery, expansion of ILM removal, transplantation of different tissue valves, biomaterials and other auxiliary techniques in the treatment of large diameter FTMH were reviewed in this article.
8.Risk factors of neovascular glaucoma after pars plana vitrectomy for proliferative diabetic retinopathy
Xiao'e FAN ; Yifeng KE ; Xinjun REN ; Xiaorong LI
Chinese Journal of Ocular Fundus Diseases 2021;37(1):15-20
Objective:To analyze the risk factors of neovascular glaucoma (NVG) after 25G pars plana vitrectomy (PPV) in proliferative diabetic retinopathy (PDR).Methods:A retrospective study. From January 2017 to December 2018, 340 PDR patients (340 eyes) with vitreous hemorrhage (VH) who were first treated with PPV in Tianjin Medical University Eye Hospital were included in the study. Among them, 185 were male and 155 were female, with an average age of 55.79±10.82 years. The duration of diabetes was 13.01±7.70 years, the fasting blood glucose was 7.55±2.15 mmol/L. Nineteen patients combined coronary heart disease, and 20 patients combined cerebral infarction. All patients underwent best-corrected visual acuity (BCVA), intraocular pressure (IOP), non-contact fundus examination, and fundus color photographs. BCVA was measured using an international standard Snellen visual acuity chart, and the values were converted to logarithm of the minimum angle of resolution (logMAR) scores for data analysis. The baseline logMAR BCVA was 2.04±0.73, The baseline IOP was 15.45±2.93 mmHg (1 mmHg=0.133 kPa). The duration of VH was 2.98±1.46 months, ranged from 3 weeks to 6 months. Three hundred and forty eyes included 93 eyes of PDR Ⅳ stage (27.35%), 107 eyes of Ⅴ stage (31.47%), and 116 eyes of Ⅵ stage (34.12%), combined tractional retinal detachment (TRD) 83 eyes. All patients underwent 25G standard three channel vitrectomy through the pars plana of the ciliary body. Preoperative anti-VEGF injection was performed in 57 eyes, internal limiting membrane (ILM) peeling in 234 eyes, combined phacoemulsification cataract surgery in 262 eyes and 141 eyes intravitreal anti-VEGF injection at the end of surgery. The patients were followed up for at least 12 months, with an average follow-up time of 10.80±5.79 months. NVG was defined as the presence of neovascularization in the anterior chamber angle or iris with an IOP higher than 21 mmHg after vitrectomy. Kaplan-Meier method and Cox univariate and multivariate regression were used to analyze the relationship between baseline factors, ocular factors, surgical factors and the occurrence of NVG after surgery.Results:Among 340 eyes, 66 eyes (19.41%) developed NVG after vitrectomy during 12 months of observation, NVG occurred from 6 to 335 days after surgery, and the mean period between vitrectomy and developing NVG was 98.00±5.79 days. The incidence of NVG was 11.50%, 15.29% and 20.75%, respectively in the 3rd, 6th and 12th month after PPV. The result of univariate analysis with the Cox regression analysis showed that the development of NVG at 12 months after surgery and age, combined coronary heart disease or cerebral infarction, combined with cataract phacoemulsification, ILM peeling, preoperative anti-VEGF injection had effect on postoperative NVG ( P<0.05). Ocular factors such as PDR staging, combined TRD, preoperative logMAR BCVA, preoperative intraocular pressure, etc. had no effect on the occurrence of NVG after surgery ( P>0.05). Combined cataract phacoemulsification surgery, internal limiting membrane peeling, surgical factors such as intracavity injection of anti-VEGF drugs 3 days before surgery, had an impact on the occurrence of NVG after surgery ( P<0.05). The meaningful variables of the Cox univariate analysis were incorporated into the multivariate Cox proportional hazard model for analysis, and the influencing factors of NVG after surgery were gradually regressed. The results showed that age, coronary heart disease or cerebral infarction, combined with phacoemulsification of cataract, and internal limiting membrane removal during surgery were independent risk predictors of NVG after surgery ( P<0.05). Conclusions:Younger, coronary heart disease or cerebral infarction, combined with cataract phacoemulsification are the risk factors of NVG in PDR patients after PPV. The removal of internal limiting membrane can reduce the incidence of NVG.
9.Label-free quantitative proteomic analysis of aqueous humor in patients with high myopia
Min XUE ; Xinjun REN ; Yifeng KE ; Juping LIU ; Xiaoe FAN ; Xiaorong LI
Chinese Journal of Experimental Ophthalmology 2021;39(6):498-504
Objective:To characterize proteomic profile in aqueous humor of patients with high myopia using quantitative proteomic analysis.Methods:Sixty-eight age-related cataract patients were divided into high myopic cataract group and simple cataract group according to that they had high myopia or not, with 34 patients (34 eyes) in each group.Aqueous humor samples (100 μl/patient) were collected from each patient using a 1 ml tuberculin syringe during cataract surgery at Tianjin Medical University Eye Hospital from January 2019 to August 2019.Sixteen samples from each group were selected for protein quantification and comparison by BCA method.The differentially expressed proteins between the two groups were analyzed using label-free liquid chromatography tandem mass spectrometry.The function and signal transduction pathways of differentially expressed proteins were further analyzed by Gene Ontology enrichment and Kyoto Encyclopedia of Genes and Genomes.Eighteen aqueous humor samples from each group were selected to verify the results of mass spectrometry by enzyme-linked immunosorbent assay (ELISA). This study protocol adhered to the Declaration of Helsinki.The use of human samples was approved by an Ethics Committee of Tianjin Medical University Eye Hospital (No.2020KY[L]-40). Written informed consent was obtained from each patient prior to surgery.Results:The mean protein mass concentration of aqueous humor sample in the high myopic cataract group was (1 134.91±104.78) ng/L, which was significantly higher than that in the simple cataract group (706.71±85.43) ng/L, showing statistically significant difference ( t=11.977, P<0.01). A total of 463 proteins were identified and 86 proteins were found to be differentially expressed, including 49 up-regulated proteins and 37 down-regulated proteins in the two groups.These differentially expressed proteins were mainly protein-binding activity modulator, extracellular matrix protein, carrier protein, intercellular signal molecule, protein modifying enzyme and so on, accounting for 32.70%, 14.50%, 9.10%, 9.10% and 7.30%, respectively.Bioinformatics analysis showed that 86 differentially expressed proteins were mainly related to biological processes such as complement activation and regulation, acute inflammatory response, and extracellular matrix tissue remodeling.Among them, 21 differentially expressed proteins were enriched in the complement and coagulation cascades pathways, 15 in the extracellular matrix-receptor interaction pathway, and 8 in the PI3K-Akt signaling pathway.ELISA results showed that the expression trends of three randomly selected differentially expressed proteins of the two groups were consistent with the results of label-free quantitative proteomic analysis. Conclusions:There are significant changes in proteomic profiles of aqueous humor between the high myopia cataract patients and simple cataract patients.High myopia is closely associated with inflammation and immune interactions, and remodeling of extracellular matrix.
10.Risk factors of postoperative vitreous hemorrhage after pars plana vitrectomy for proliferative diabetic retinopathy
Xiaoe FAN ; Yifeng KE ; Xinjun REN ; Xiaorong LI
Chinese Journal of Experimental Ophthalmology 2021;39(9):803-810
Objective:To investigate the risk factors of postoperative vitreous hemorrhage (PVH) after vitrectomy for proliferative diabetic retinopathy (PDR).Methods:A case-control study was conducted.A total of 1 848 consecutive PDR patients (1 848 eyes) with vitreous hemorrhage receiving first pars plana vitrectomy (PPV) in Tianjin Medical University Eye Hospital from June 2012 to May 2019 were enrolled.There were 979 males and 869 females, with the average age of (55.72±10.39) years.All of the enrolled eyes underwent standard three-channel PPV.The subjects were followed up for 6 to 24 months, with the mean follow-up of (379.34±231.28) days.The eyes were divided into PVH group and non-PVH group according to whether the PVH occurred or not.The PVH group were further divided into early PVH group and late PVH group according to the occurrence time of PVH.There were 170 (9.19%) of 1 848 eyes developed PVH after surgery, including 17.64%(30/170) of eyes with early PVH and 82.36% (140/170) of eyes with late PVH.The PVH occurred at 6 to 450 days after surgery.Baseline systemic parameters including sex, age, diabetes duration, preoperative glycosylated hemoglobin (HbA1c) level, and ocular parameters including whether or not performing panretinal photocoagnlation, whether or not receiving treatment of anti-vascular endothelial growth factor (VEGF) three days before operation, lens status, whether or not being combined with neovascularization of iris (NVI), as well as intraoperative ocular parameters including whether or not having neovascularization of disc (NVD) bleeding, whether or not being combined with cataract phacoemulsification, whether or not receiving postoperative anti-VEGF, were analyzed by multivariate logistic regression analysis to identify the risk factors of PVH after PPV in PDR patients with VH.This study adhered to the Declaration of Helsinki, and the study protocol was approved by an Ethics Committee of Tianjin Medical University Eye Hospital (No.2019KY[L]-09).Results:Multivariate logistic regression analysis revealed that age ( OR=0.940, P<0.01), preoperative high HbA1c level ( OR=1.878, P<0.01), combined with retinal vein occlusion (RVO) ( OR=8.310, P<0.01), diabetes diet to control blood glucose ( OR=3.030, P<0.01), diabetes duration ( OR=1.044, P<0.01), history of hypertension ( OR=1.802, P<0.01), nephropathy or cardiovascular or cerebrovascular diseases ( OR=18.377, P<0.01), preoperative NVI ( OR=7.488, P<0.01), not combined with phacoemulsification surgery ( OR=1.628, P=0.023), NVD bleeding ( OR=2.691, P<0.01), postoperative anti-VEGF treatment ( OR=0.181, P<0.01), postoperative air tamponade ( OR=1.901, P=0.024) were associated with PVH.There were no significant differences in baseline, ocular and intraoperative ocular parameters between early PVH and late PVH groups (all at P>0.05). Conclusions:Younger age, preoperative high HbA1c level, combined with RVO, diabetes diet to control diabetes, diabetes duration, history of hypertension, nephropathy or cardiovascular or cerebrovascular diseases, preoperative NVI, uncombined with cataract surgery, NVD bleeding, without postoperative intravitreal anti-VEGF injection, postoperative air tamponade are the potential risk factors of PVH after PPV for PDR patients with VH.

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