1.Finite element analysis of osteoporosis in proximal femur after cannulated screw fixation for femoral neck fracture
Xiaofeng XUE ; Yongkang WEI ; Xiaohong QIAO ; Yuyong DU ; Jianjun NIU ; Lixin REN ; Huifeng YANG ; Zhimin ZHANG ; Yuan GUO ; Weiyi CHEN
Chinese Journal of Tissue Engineering Research 2024;28(6):862-867
BACKGROUND:After the internal fixation of cannulated screws in femoral neck fractures,because the affected limb is often unable to bear weight in the short term and the implants with high stiffness have a stress shielding effect on the fracture end,it is easy to cause osteoporosis of the affected limb and changes in the biomechanical distribution of the proximal femur,the incidence of osteonecrosis of the femoral head is high after surgery.At present,few studies have been conducted on the biomechanical effects of osteoporosis at the proximal end of the femur occurring after femoral neck fracture surgery on femoral neck fracture treated with cannulated screws. OBJECTIVE:Using finite element analysis,to investigate the biomechanical effects of osteoporosis occurring after femoral neck fracture surgery on femoral neck fracture treated with cannulated screws and explore the role of biomechanical factors in osteonecrosis of the femoral head. METHODS:Based on the obtained CT scan data of the femur in a patient with a femoral neck fracture,a proximal femoral model for internal fixation for femoral neck fracture was established by Mimics 19.0,3-Matic,UG 11.0,Hypermesh 14.0,and Abaqus software.One finite element model of the proximal femur without osteoporosis and three finite element models of the proximal femur with osteoporosis were analyzed using Abaqus software.The stress,contact pressure,displacement peak and cloud map under different components of the four models were measured and analyzed,and the internal stress changes and distribution of the femoral head were compared and analyzed. RESULTS AND CONCLUSION:The stresses and contact pressures of the femoral head and lower anterior cannulated screws varied more with the degree of osteoporosis.The peak displacement of the four models increased slowly with the degree of osteoporosis.By one-way analysis of variance,there was no significant effect of the degree of osteoporosis on the peak stress,contact pressure,and displacement of the different components.The internal stress distribution of the femoral head changed with the degree of osteoporosis.Changes in the biomechanical environment of the proximal femur have an important impact on osteonecrosis of the femoral head.
2.Reoxygenation improves reduced hypothalamic leptin responsiveness induced by intermittent hypoxia in obese rats
Menglu DONG ; Tian ZHU ; Junwen MA ; Xiaohong DU ; Yuan FENG
Journal of Southern Medical University 2024;44(9):1696-1703
Objective To evaluate the effects of intermittent hypoxia-reoxygenation(IHR)on body weight,diet and water intake,circulating metabolites,and responses to central leptin injection in a rat model of diet-induced obesity(DIO).Methods Rat models of DIO established by 12-week high-fat diet(HFD)feeding were randomized into normoxia group(n=15),intermittent hypoxia group(6%O2,30 cycles/h,8 h/day for 4 weeks;n=15),and IHR group(2 weeks of intermittent hypoxia followed by 2 weeks of reoxygenation;n=15).Body weight,diet and water intake of the rats were recorded,and circulating leptin,IL-6,and Ang-Ⅱ levels were detected.After IHR treatment,the rats received intracerebroventricular injection of 4 μg leptin,and the hypothalamus and liver were taken 1 h later for detecting POMC,FRA-1 and FRA-2 expressions in the hypothalamus using immunohistochemistry,POMC,pSTAT3 and LepR expressions in the hypothalamus using Western blotting,and LepR mRNA expression in the hypothalamus and liver using RT-PCR.Results The rats in intermittent hypoxia group showed significantly increased weight gain,food intake and elevated systemic inflammatory cytokine levels.Intermittent hypoxia obviously inhibited the expression of POMC,lowered the expressions of FRA-1 and pSTAT3,reduced the responsiveness of the rats to exogenous leptin,and downregulated the mRNA and protein expression of LepR.Two weeks of reoxygenation treatment obviously reduced intermittent hypoxia-induced weight gain and metabolic disorder and improved leptin sensitivity of the rats.Conclusion Prolonged intermittent hypoxia impairs hypothalamic leptin signaling by downregulating LepR expression to promote weight gain in obese rats,which can be improved by reoxygenation treatment.
3.Efficacy of des-γ-carboxy-prothrombin in the diagnosis of hepatocellular carcinoma and its association with the clinical features of hepatocellular carcinoma
Zhi LIU ; Xiaohong DU ; Wengang CHAI
Journal of Clinical Hepatology 2024;40(10):2014-2018
Objective To investigate the value of des-γ-carboxy-prothrombin(DCP)in hepatocellular carcinoma(HCC).Methods A retrospective analysis was performed for the clinical data of 179 HCC patients who were admitted to The First Hospital of Jilin University from January 2020 to July 2021,and 207 healthy controls were enrolled as normal group.Magnetic particle chemiluminescence immunoassay was used to measure the serological levels of alpha-fetoprotein(AFP)and DCP.The receiver operating characteristic(ROC)curve was plotted for each indicator measured alone or in combination,and the area under the ROC curve(AUC)was calculated to investigate the value of DCP combined with AFP versus AFP alone in the diagnosis of HCC and the diagnostic efficacy of DCP in AFP-negative patients.The Mann-Whitney U test was used for comparison of non-normally distributed continuous data between groups;the ROC curve was used to evaluate diagnostic efficiency;the Spearman correlation analysis was used to investigate the correlation of tumor markers with the pathological features of HCC.Results The patients with HCC had significantly higher serum levels of AFP and DCP than the normal group(Z=-9.562 and-11.678,P<0.05),and combined measurement of DCP and AFP had a better value than AFP measured alone(Z=5.309,P<0.01).DCP had certain capability in the diagnosis of AFP-negative HCC patients,with an AUC of 0.789(P<0.000 1),a sensitivity of 61.64%,and a specificity of 86.47%.Serum DCP level was positively correlated with tumor size(r=0.546,P<0.001),TNM stage(r=0.306,P<0.001),and microvascular invasion(r=0.358,P<0.001)and was negatively correlated with the degree of tumor differentiation(r=-0.220,P<0.05).Conclusions The combined measurement of AFP and DCP can improve the detection rate of HCC,and DCP can be used for supplementary screening in AFP-negative HCC patients.The expression level of DCP is correlated with the clinicopathological features of HCC,including tumor size,TNM stage,microvascular invasion,and the degree of tumor differentiation.
4.Mediating roles of stress perception between personality traits and negative experience in nurses as second victim
Zhuoqing DENG ; Xiaohong ZHANG ; Fang HE ; Shu ZHANG ; Rongxin DU ; Jiaqi CHEN
Modern Clinical Nursing 2024;23(4):7-14
Objective To investigate the impact of influence of personality traits of nurses as second victim and negative experience of nurses in adverse event and explore the intermediary roles of stress perception in influencing mechanism of negative experience.Methods Between March and April 2023,a convenience sampling method was employed to select 560 nurses from 3 general hospitals in Taiyuan City to conduct the study.The selected nurse all had experienced adverse events within last 3 months.The survey employed a general information questionnaire,Chinese big five personality questionnaire,second victim experience and support scale and Chinese version of stress perception scale.Pearson's correlation analysis was conducted to explore the correlation between the personality traits of nurses as second victim(specifically neuroticism),negative experiences and stress perception.The mediating role of stress perception between the neuroticism of nurses as second victim and negative experiences of nurses was analysed using PROCESS plug-in with the Bootstrap method.Results All of 560 distributed questionnaires were recovered,with a 100.00%of response rate.Personality traits of nurses as second victim were ranked in descending order with rigor,agreeableness,openness,neuroticism and extroversion.Both negative experiences and stress perception had higher scores(40.25±10.64 and 30.25±5.98,respectively).Neurotic personality in nurses as second victim was positively correlated with negative experience(r=0.528,P<0.01)and stress perception(r=0.594,P<0.01).Negative experiences showed a positive correlation with stress perception(r=0.339,P<0.01).Neurotic personality of nurses as second victim had a significant direct impact on negative experiences[β=0.519,95%CI:0.318-0.720].As one of the stress perception dimensions,tension played a partial mediating role between neurotic personality in nurses as second victim and negative experience[β=0.148,95%CI:0.006-0.300],and a mediating effect percentage of 22.70%.Conclusions The neurotic personality of nurses as second victim can directly affect the negative experiences,either independently or in conjunction with tension.Nursing managers and nurses as second victims can reduce the negative experiences in adverse events by addressing higher neurotic personality and alleviating tension.
5.Long-term hypomethylating agents in patients with myelodysplastic syndromes: a multi-center retrospective study
Xiaozhen LIU ; Shujuan ZHOU ; Jian HUANG ; Caifang ZHAO ; Lingxu JIANG ; Yudi ZHANG ; Chen MEI ; Liya MA ; Xinping ZHOU ; Yanping SHAO ; Gongqiang WU ; Xibin XIAO ; Rongxin YAO ; Xiaohong DU ; Tonglin HU ; Shenxian QIAN ; Yuan LI ; Xuefen YAN ; Li HUANG ; Manling WANG ; Jiaping FU ; Lihong SHOU ; Wenhua JIANG ; Weimei JIN ; Linjie LI ; Jing LE ; Wenji LUO ; Yun ZHANG ; Xiujie ZHOU ; Hao ZHANG ; Xianghua LANG ; Mei ZHOU ; Jie JIN ; Huifang JIANG ; Jin ZHANG ; Guifang OUYANG ; Hongyan TONG
Chinese Journal of Hematology 2024;45(8):738-747
Objective:To evaluate the efficacy and safety of hypomethylating agents (HMA) in patients with myelodysplastic syndromes (MDS) .Methods:A total of 409 MDS patients from 45 hospitals in Zhejiang province who received at least four consecutive cycles of HMA monotherapy as initial therapy were enrolled to evaluate the efficacy and safety of HMA. Mann-Whitney U or Chi-square tests were used to compare the differences in the clinical data. Logistic regression and Cox regression were used to analyze the factors affecting efficacy and survival. Kaplan-Meier was used for survival analysis. Results:Patients received HMA treatment for a median of 6 cycles (range, 4-25 cycles) . The complete remission (CR) rate was 33.98% and the overall response rate (ORR) was 77.02%. Multivariate analysis revealed that complex karyotype ( P=0.02, OR=0.39, 95% CI 0.18-0.84) was an independent favorable factor for CR rate. TP53 mutation ( P=0.02, OR=0.22, 95% CI 0.06-0.77) was a predictive factor for a higher ORR. The median OS for the HMA-treated patients was 25.67 (95% CI 21.14-30.19) months. HMA response ( P=0.036, HR=0.47, 95% CI 0.23-0.95) was an independent favorable prognostic factor, whereas complex karyotype ( P=0.024, HR=2.14, 95% CI 1.10-4.15) , leukemia transformation ( P<0.001, HR=2.839, 95% CI 1.64-4.92) , and TP53 mutation ( P=0.012, HR=2.19, 95% CI 1.19-4.07) were independent adverse prognostic factors. There was no significant difference in efficacy and survival between the reduced and standard doses of HMA. The CR rate and ORR of MDS patients treated with decitabine and azacitidine were not significantly different. The median OS of patients treated with decitabine was longer compared with that of patients treated with azacitidine (29.53 months vs 20.17 months, P=0.007) . The incidence of bone marrow suppression and pneumonia in the decitabine group was higher compared with that in the azacitidine group. Conclusion:Continuous and regular use of appropriate doses of hypomethylating agents may benefit MDS patients to the greatest extent if it is tolerated.
6.Reoxygenation improves reduced hypothalamic leptin responsiveness induced by intermittent hypoxia in obese rats
Menglu DONG ; Tian ZHU ; Junwen MA ; Xiaohong DU ; Yuan FENG
Journal of Southern Medical University 2024;44(9):1696-1703
Objective To evaluate the effects of intermittent hypoxia-reoxygenation(IHR)on body weight,diet and water intake,circulating metabolites,and responses to central leptin injection in a rat model of diet-induced obesity(DIO).Methods Rat models of DIO established by 12-week high-fat diet(HFD)feeding were randomized into normoxia group(n=15),intermittent hypoxia group(6%O2,30 cycles/h,8 h/day for 4 weeks;n=15),and IHR group(2 weeks of intermittent hypoxia followed by 2 weeks of reoxygenation;n=15).Body weight,diet and water intake of the rats were recorded,and circulating leptin,IL-6,and Ang-Ⅱ levels were detected.After IHR treatment,the rats received intracerebroventricular injection of 4 μg leptin,and the hypothalamus and liver were taken 1 h later for detecting POMC,FRA-1 and FRA-2 expressions in the hypothalamus using immunohistochemistry,POMC,pSTAT3 and LepR expressions in the hypothalamus using Western blotting,and LepR mRNA expression in the hypothalamus and liver using RT-PCR.Results The rats in intermittent hypoxia group showed significantly increased weight gain,food intake and elevated systemic inflammatory cytokine levels.Intermittent hypoxia obviously inhibited the expression of POMC,lowered the expressions of FRA-1 and pSTAT3,reduced the responsiveness of the rats to exogenous leptin,and downregulated the mRNA and protein expression of LepR.Two weeks of reoxygenation treatment obviously reduced intermittent hypoxia-induced weight gain and metabolic disorder and improved leptin sensitivity of the rats.Conclusion Prolonged intermittent hypoxia impairs hypothalamic leptin signaling by downregulating LepR expression to promote weight gain in obese rats,which can be improved by reoxygenation treatment.
7.Multiple mediating effects of social participation and social support on the physical and mental health of the community-dwelling elderly
Qinyi DU ; Xuan MA ; Xiaoxu WANG ; Yan REN ; Xiaohong CUI ; Mei FENG
Chinese Journal of General Practitioners 2023;22(8):818-825
Objective:To investigate the status and influencing factors of activities of daily living (ADL), anxiety and depression of the community-dwelling elderly, and to explore the mediating effect of social support and social participation on ADL, anxiety and depression.Methods:A questionnaire survey was conducted from July to October 2022, among 637 residents over 60 years old registered in the Community Health Service Center of Taiyuan Economic and Technological Development Zone selected by simple random sampling method. The general information questionnaire, Activities of Daily Living (ADL) scale, Anxiety Self-assessment Scale, Depression Self-assessment Scale, Social Support Scale, and Social Participation Scale were used in the survey. The dichotomous logistic regression model was used to analyze the influencing factors of disability, anxiety, and depression of the elderly. Structural equation modeling was used to verify the mediating effects of social participation and social support on the ADL and mental health status in the elderly.Results:The disability rate of the elderly in the community was 42.9%(258/602). Age( OR=2.87-4.91), acute disease attack in the last three months( OR=2.03),poor economic status( OR=2.39), impaired social participation ability( OR=4.07, 11.75) and low level of social support( OR=2.37) were risk factors for disability of the elderly in the community. The incidence of anxiety symptoms was 22.7%(137/602). The risk factors of anxiety were having more than one chronic disease ( OR=2.24), poor economic status ( OR=2.27), mild and intermediate impairment of social participation ability( OR=6.97, 180.43)and low level of social support( OR=2.04). The incidence of depressive symptoms was 19.4%(117/602). The risk factors of depression were acute disease attack in the past three months ( OR=1.90), loneliness in the past three months ( OR=2.17), impaired social participation ( OR=4.17) and low level of social support ( OR=3.90). The direct effect of ADL on mental health was 0.204 (Bootstrap 95% CI:0.081-0.330), accounting for 34.58% of the total effect. The mediating effects of social participation and social support on ADL and mental health were 0.343 (Bootstrap 95% CI:0.274-0.418) and 0.042 (Bootstrap 95% CI:0.015-0.075) respectively, accounting for 58.13% and 7.12% of the total effect. Conclusions:Social support and social participation are not only the common influencing factors of ADL, anxiety and depression of the community-dwelling elderly, but also have a mediating effect on ADL and mental health. Promoting the social participation of the community-dwelling elderly and increasing social support can improve both ADL and mental health for them.
8.Duration of second stage of labor and its association with pregnancy outcome
Tianying ZHU ; Junnan MA ; Xiaohong LI ; Mingfang WANG ; Mingyu DU ; Shengnan YU ; Dajin LIU ; Runmei MA
Chinese Journal of Perinatal Medicine 2023;26(3):186-193
Objective:To analyze the duration of the second stage of labor without epidural anesthesia and its association with pregnancy outcome.Methods:This retrospective study involved 12 789 women who delivered without epidural anesthesia in the First Affiliated Hospital of Kunming Medical University from January 1, 2014 to December 31, 2017. These subjects were divided into primipara group (9 517 cases) and multipara group (3 272 cases). Demographic characteristics, maternal and neonatal outcomes and the duration of the second stage of labor were compared between the two groups using two independent samples t-test, Mann-Whitney U test and Chi-square test (Fisher's exact test). Differences in the maternal and neonatal outcomes were also analyzed among different subgroups in primiparae [length of second stage: <1 h group ( n=6 265), ≥1-2 h group ( n=2 305), ≥2-3 h group ( n=831) and ≥3 h group ( n=116)] and multiparae [length of second stage <1 h group ( n=3 144), ≥1-2 h group ( n=102) and ≥2 h group ( n=26)]. The association between second stage length and pregnancy outcomes was analyzed with Cramer's V. After adjusted for maternal age, gestational weeks at delivery, body mass index before pregnancy, complications during pregnancy and neonatal birth weight, the relationship between the duration of the second stage and adverse outcomes was analyzed by binary logistic regression analysis. Results:The 95 th percentile of the second-stage labor duration was 143 min for primiparae and 52 min for multiparae. The rates of vaginal delivery, forceps delivery, cesarean section in the second stage, episiotomy, third- or fourth-degree perineal laceration, postpartum hemorrhage, grade Ⅱ postpartum hemorrhage, transfusion, umbilical arterial blood gas pH<7.15 and transferring to neonatal intensive care unit (NICU) were all correlated with the duration of second stage in primiparae (Cramer's V values: 0.22, 0.23, 0.03, 0.22, 0.05, 0.10, 0.03, 0.03, 0.03 and 0.07, respectively, all P<0.05), and so did those of vaginal delivery, forceps delivery, episiotomy, postpartum hemorrhage, grade Ⅱ postpartum hemorrhage, transfusion and transferring to NICU in multiparae (Cramer's V values: 0.18, 0.19, 0.28, 0.14, 0.09, 0.13 and 0.06, respectively, all P<0.05). Logistic analysis showed that in primiparae, the duration of second stage >1 h was an independent risk factor for episiotomy, third- or fourth-degree perineum laceration, forceps delivery, postpartum hemorrhage, admission to NICU and umbilical arterial blood gas pH<7.15 [adjusted OR (95% CI): 2.080 (1.907-2.268), 1.773 (1.080-2.911), 1.625 (1.420-1.859), 1.365 (1.231- 1.514), 1.305 (1.165-1.462) and 1.246 (1.081-1.436), respectively], while second stage length >2 h was the independent risk factor for episiotomy, forceps delivery, third- or fourth-degree perineum laceration, postpartum hemorrhage, grade Ⅱ postpartum hemorrhage, blood transfusion, admission to NICU and umbilical arterial blood gas pH<7.15 [adjusted OR (95% CI): 4.844 (4.132-5.678), 4.223 (3.571-4.993), 3.289 (1.806-5.989), 1.952 (1.675-2.274), 1.781 (1.057-3.001), 1.654 (1.025-2.668), 1.682 (1.421-1.991) and 1.298 (1.039-1.620), respectively]. In multiparae, the length of second stage >1 h was an independent risk factor for episiotomy, blood transfusion, forceps delivery, postpartum hemorrhage and admission to NICU [adjusted OR (95% CI): 8.796 (5.717-13.534), 7.469 (2.874-19.411), 6.135 (3.217-11.699), 2.697 (1.624-4.477) and 1.814 (1.063-3.097), respectively], while the duration of second stage >2 h was the independent risk factor for episiotomy, third- or fourth-degree perineum laceration, blood transfusion, grade Ⅱ postpartum hemorrhage, forceps delivery and postpartum hemorrhage [adjusted OR (95% CI): 38.868 (14.948-101.063), 28.046 (2.780-282.490), 20.076 (5.384-74.866), 16.327 (3.406-78.274), 14.337 (5.351-38.411) and 9.036 (3.880-21.011), respectively]. Conclusions:The duration of the second stage of labor without epidural anesthesia is between that reported by Friedman and by Zhang. A prolonged second stage of labor may increase the risk of adverse pregnancy outcomes.
9.Effects of miRNA-30a-5p and metadherin on proliferation, invasion and migration abilities of breast cancer cells
Xiaohong ZHANG ; Fanchao DONG ; Xiao ZHOU ; Juan WANG ; Zhihui WANG ; Shaobo YAO ; Yangyang DU ; Zhiqiang YANG
Cancer Research and Clinic 2023;35(3):193-199
Objective:To investigate the effects of miRNA-30a-5p (miR-30a-5p) and metadherin (MTDH) on the proliferation, invasion and migration abilities of human breast cancer cells in vitro.Methods:The expression of MTDH in cancer and paracancerous tissues of 112 breast cancer patients in the database and miR-30a-5p in cancer and paracancerous tissues of 103 breast cancer patients in the database were analyzed using data from The Cancer Genome Atlas (TCGA) database. Pearson correlation analysis was used to analyze the correlation between miR-30a-5p and MTDH in 1 222 breast cancer patients in the database; the data were updated to August 2022. Breast cancer MDA-MB-231 cells were divided into negative control group (transfected with negative control sequence), miR-30a-5p overexpression group (transfected with miR-30a-5p mimics), siMTDH group [transfected with small interfering RNA against MTDH (siMTDH)], siMTDH+miR-30a-5p overexpression group (transfected with both siMTDH and miR-30a-5p mimics); cell proliferation ability was detected by methyl thiazol tetrazolium (MTT) assay, cell migration ability was detected by cell scratch assay, cell invasion ability was detected by Transwell assay. The relative expressions of miR-30a-5p, MTDH, matrix metalloproteinase (MMP)-2, MMP-9, vimentin and β-catenin mRNA in cells were detected by quantitative real-time fluorescence polymerase chain reaction (qRT-PCR), and the expressions of MTDH, N-cadherin (N-cad), β-catenin, Snail and MMP-9 proteins were detected by Western blotting.Results:In the TCGA database, MTDH expression level was higher and miR-30a-5p expression level was lower in breast cancer tissues compared with paracancerous tissues, and the differences were statistically significant (both P < 0.001). There was a negative correlation between MTDH and miR-30a-5p expressions in 1 222 patients with breast cancer ( r=-0.134, P < 0.001). Compared with the negative control group, the cell proliferation ability was reduced in both siMTDH group and miR-30a-5p overexpression group at 24, 48 and 72 h (all P < 0.001). The cell scratch healing rate in miR-30a-5p overexpression group and siMTDH group was lower than that in negative control group [(61.6±1.6)%, (54.7±5.9)% vs. (80.3±3.0)%] (both P < 0.05). Compared with the negative control group, The number of migrated cells in miR-30a-5p overexpression group and siMTDH group was less than that in negative control group (881±50, 725±63 vs. 1 172±66) (both P < 0.05). Compared with the negative control group, the relative expressions of MMP-2, MMP-9, vimentin and β-catenin mRNA were all down-regulated in MDA-MB-231 cells of miR-30a-5p overexpression group and siMTDH group (all P < 0.05). Compared with the negative control group, the relative expressions of N-cad, β-catenin, Snail and MMP-9 proteins were down-regulated in MDA-MB-231 cells of miR-30a-5p overexpression group and siMTDH group (all P < 0.05). There was no statistical difference in the number of migrated MDA-MB-231 cells between siMTDH+miR-30a-5p overexpression group and siMTDH group (476±5 vs. 389±46, t = 3.37, P = 0.078). There was no statistical difference in the number of migrated cells between siMTDH+miR-30a-5p overexpression group and miR-30a-5p overexpression group (476±5 vs. 477±22, t = 0.02, P = 0.983). Conclusions:The expression of miR-30a-5p is negatively correlated with the expression of MTDH in breast cancer tissues, and either overexpression of miR-30a-5p or silence of MTDH in breast cancer MDA-MB-231 cells in vitro can inhibit cell proliferation, invasion and migration, but MTDH may not be a target gene of miR-30a-5p.
10.Application of artificial intelligence based on multimodal fundus image data in the diagnosis and treatment of cardiovascular diseases
Yan WANG ; Xue HE ; Hanpeng ZHAO ; Cong LI ; Yun REN ; Jianrong JIANG ; Zhenchao DU ; Xiaohong YANG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2023;30(09):1344-1350
Cardiovascular diseases is the leading cause of threat to human life and health worldwide. Early risk assessment, timely diagnosis, and prognosis evaluation are critical to the treatment of cardiovascular diseases. Currently, the evaluation of diagnosis and prognosis of cardiovascular diseases mainly relies on imaging examinations such as coronary CT and coronary angiography, which are expensive, time-consuming, partly invasive, and require high professional competence of the operator, making it difficult to promote in the community or in areas where medical resources are scarce. The fundus microcirculation is a part of the human microcirculation and has similar embryological origins and physiopathological features to cardiovascular circulation. Several studies have revealed fundus imaging biomarkers associated with cardiovascular diseases, and developed and validated intelligent diagnosis and treatment models for cardiovascular diseases based on fundus imaging data. Fundus imaging is expected to be an important adjunct to cardiovascular disease diagnosis and treatment given its noninvasive and convenient nature. The purpose of this review is to summarize the current research status, challenges, and future prospects of the application of artificial intelligence based on multimodal fundus imaging data in cardiovascular disease diagnosis and treatment.

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