1.Quantitative analysis of macular structure and microvascular changes in patients with diabetic macular ischemia
Changying LIU ; Lingna LI ; Meizi GAO ; Xuzheng ZHAO
Chinese Journal of Ocular Fundus Diseases 2024;40(2):116-121
Objective:To observe the changes of macular structure and microvessels in eyes with diabetes macular ischemia (DMI).Methods:A retrospective case study. From January 2023 to July 2023, 23 patients of 31 eyes diagnosed with DMI at Tangshan Ophthalmological Hospital were included in this study. Among them, there were 14 males with 23 eyes; Female cases with 8 eyes. Age were (59.5±4.6) years old. According to the DMI grading standard formulated by the research group for early treatment of diabetes retinopathy, the patients were divided into mild DMI group, moderate DMI group, and severe DMI group, with 8, 12, and 11 eyes respectively. The blood flow density (VD), perfusion area (FA), small vessel VD (SVD), inner retinal capillary plexus VD, FA, and outer retinal, choroidal, and ganglion cell complex (GCC) thickness within 1 mm of the macular fovea in retinal superficial vascular plexus (SVP)were measured using a scanning frequency light source optical coherence tomography instrument. The changes in macular structure and microvasculature in the affected eyes of different degrees of DMI groups were compared and observed. Inter group comparisons were conducted using one-way ANOVA or Kruskal Wallis H-test. Spearman correlation analysis was used to analyze the correlation between DMI severity and GCC, outer retina, choroid thickness, VD, FA and SVP VD, SVD and FA in inner retina. Results:The GCC ( F=70.670), outer retinal thickness ( H=12.393), VD ( F=105.506), SVD ( H=25.300), FA ( F=107.655), and VD ( H=24.098) and FA ( H=25.300) of the retinal SVP in the mild, moderate, and severe DMI groups were compared, and the differences were statistically significant ( P<0.05). There was no statistically significant difference in choroidal thickness ( H=2.441, P>0.05). Pairwise comparison between groups: VD, SVD, FA of GCC thickness and SVP, and VD of inner retina were statistically significant between severe DMI group and moderate DMI group, and between moderate DMI group and mild DMI group ( P<0.05). The thickness of outer retina was statistically significant between severe DMI group and moderate DMI group ( P<0.05). Inner retinal FA: there were statistically significant differences between severe DMI group, moderate DMI group and mild DMI group ( P<0.05). The correlation analysis results showed that GCC ( r s=-0.918), outer retinal thickness ( r s=-0.448), and inner retinal VD ( r s=-0.894) and FA ( r s=-0.918), as well as VD ( r s=-0.919), SVD ( r s=-0.924), and FA ( r s=-0.939) of retinal SVP, were all negatively correlated with the degree of DMI ( P<0.05). There was no correlation between choroidal thickness and degree of DMI ( r s=-0.081, P>0.05). Conclusion:The thickness of GCC, outer retina and choroid, the VD, SVD, and FA of the retinal SVP, the VD and FA of inner retina are all reduced in eyes with different degrees of DMI, while all of them are negatively correlated with the degree of DMI, except for choroid thickness.
2.Liver segmentation method based on multi-scale feature fusion and attention
Meizi RAN ; Xiaojun HU ; Xiaoyan JIANG ; Yingfang FAN ; Hang WANG ; Hailing WANG ; Yongbin GAO
Chinese Journal of Medical Physics 2024;41(6):739-746
Due to the low contrast of CT images,irregular shape of the liver,and blurred boundaries with adjacent organs,the existing methods based on convolutional neural network underperform in liver segmentation tasks,especially for boundary recognition and small object detection.A novel liver segmentation method is proposed based on multi-scale feature fusion and attention,namely MFFA UNet.Multi-scale feature fusion is firstly employed to acquire abundant segmentation details,while spatial and channel attention mechanisms are utilized to capture global spatial and inter-channel relationships.Additionally,a deep supervision module fully leverages the output of intermediate hidden layers,enhancing the learning capability of the network,which in turn accelerates the network's convergence speed.Moreover,a hybrid loss function is adopted to address the issue of class imbalance,further boosting the model's segmentation efficacy.Experimental results demonstrate that the proposed MFFA UNet outperforms the prevailing segmentation networks on the public LITS dataset,producing results that are closer to the ground truth.
3.A network analysis and nursing implications of core symptoms and symptom clusters in head and neck cancer patients
Meizi LIU ; Ran AN ; Zitong WU ; Fei GAO ; Wenfeng CHEN
Chinese Journal of Nursing 2024;59(7):828-834
Objective To investigate the prevalence and severity of symptoms and to construct symptom networks in head and neck cancer patients during treatment to identify core symptoms and symptom clusters.Methods 366 patients who were hospitalized in 3 tertiary hospitals in Changsha were selected using convenience sampling from March to October 2022 and asked to complete the M.D.Anderson Symptom Inventory-Head & Neck.Exploratory factors analysis was used to extract the symptom clusters,and R packages were used to construct the symptom severity network and symptom clusters network.The centrality indexes of the networks,including strength,closeness,and betweenness,were analyzed to identify core symptoms and core symptom cluster.Results The most common symptoms in head and neck cancer patients during treatment were dry mouth(93.44%),fatigue(89.07%),loss of appetite(86.34%),and difficulty swallowing or chewing(85.79%),and the most severe symptoms were dry mouth,loss of appetite,oral or pharyngeal mucus,and difficulty swallowing or chewing.4 symptom clusters were extracted,namely oral-pharyngeal,gastrointestinal,emotional-sleep,and sickness-sensing behavioral,which could explain 67.415%of the total variance.In the symptom severity network,oral or pharyngeal mucus(rs=9.60)was a symptom with the highest strength.In the symptom clusters network,oral or pharyngeal mucus(rs=1.20),nausea(rs=1.00),fatigue(rs=1.10),and drowsiness(rs=0.97)were the symptoms with the highest strength across 4 symptom clusters.Conclusion Oral or pharyngeal mucus,nausea,fatigue,and drowsiness are the core symptoms of symptom clusters in head and neck cancer patients during treatment.Oral-pharyngeal symptom cluster is the core symptom cluster.It is recommended that clinical staff should develop interventions based on the core symptoms and symptom cluster to implement precise symptom management and improve symptom management efficiency.
4.The effect of polypyrimidine tract binding protein-associated splicing factor on hydrogen peroxide induced apoptosis of retinal pigment epithelial
Fang TIAN ; Wenbo LI ; Liangyu HUANG ; Meizi GAO ; Jinzhi ZHAO ; Bojie HU ; Xiaomin ZHANG ; Xiaorong LI ; Lijie DONG
Chinese Journal of Ocular Fundus Diseases 2018;34(2):159-163
Objective To observe the effect ofpolypyramidine tract binding protein-associated splicing factor (PSF) on hydrogen peroxide (H2O2) induced apoptosis of retinal pigment epithelial (RPE) cells in vitro.Methods RPE cells were cultured and divided into a normal group,normal+H2O2 group,Vec+H2O2 group,PSF+H2O2 group according to the experimental design.Overexpression of PSF in RPE cells were achieved by pEGFP-PSF plasmid transient transfection into RPE cells,then RPE cells were exposed to H2O2.The morphological changes were observed by hematoxylin-eosin (HE) staining and Live/Dead staining while the survival rate of cells was detected by MTT assay.The effect of PSF on H2O2-induced RPE apoptosis was analyzed by Cell Death Detection ELISA kit.Meanwhile,intracellular reactive oxygen species (ROS) level was detected by using DCFH-DA method.Results Overexpression of PSF could effectively alleviate the morphological changes induced by H2O2 stimulation shown by HE staining,and effectively reduce dead cells number shown by Live/Dead staining.After H2O2 stimulation,the survival rate,apoptosis rate and ROS production level in PSF overexpression group were 0.68± 0.12,0.44± 0.08 and 18 616± 3 382.54 respectively,showing significant difference in comparison with the vector plasmid group and normal group (P<0.05).Conclusion PSF overexpression plays a protective role in H2O2-induced apoptosis by inhibiting the production of ROS in RPE cells.
5.Effect of dl-3-n-Butylphthalide on apoptosis of retinal müller cells induced by hydrogen peroxide
Xiaoli XING ; Liangyu HUANG ; Ruihong SU ; Xun LIU ; Jinzhi ZHAO ; Meizi GAO ; Xiaomin ZHANG ; Xiaorong LI ; Lijie DONG
Chinese Journal of Ocular Fundus Diseases 2018;34(5):481-486
Objective To observe the protective effect of dl-3-n-Butylphthalide (NBP) on apoptosis of retinal Müller cells induced by hydrogen peroxide (H2O2).Methods Human retinal Müller cells cultured in vitro were divided into normal control group,model group (H2O2 group) and experimental group (H2O2+NBP group).The cells in the H2O2 group and H2O2+NBP group were cultured with 200 μ mol/L H2O2 for 2 h.Then the culture solution of the H2O2 group replace with complete medium and the H2O2+NBP group replace with complete medium containing 1 tmol/L NBP.The normal control group was a conventional cultured cells.Müller cells were identified by immunofluorescence staining.Hematoxylin-eosin (HE) staining was used to observe the apoptosis morphological changes.MTT assay was used to detect the activity of of retinal Müller cells after after 24 h and 48 h of NBP intervention.Hoechst33258 staining was used to observe the apoptosis.LIVE/DEAD (R)cell activity/cytotoxicity kit was used to detect cell viability.Dichlorofluorescein diacetate (DCFH-DA) + endoplasmic reticulum (ER) red fluorescent probe (ER-Tracker Red) double staining was used to observe the expression level of reactive oxygen species (ROS) in ER of cells.One-way ANOVA combined with Dunnett statistical method were used for data analysis.Results HE staining showed that the number of cells in H2O2+NBP group was higher than that in H2O2 group.MTT assay showed that after 24 h and 48 h of NBP intervention,the differences in cell viability between the normal control group and the H2O2 group,the H2O2 group and the H2O2+NBP group were statistically significant (t=28.96,3.658,47.58,20.33;P<0.001,0.022).The results of Hoechst33258 showed that the nuclear nucleus of a few cells in the H2O2+NBP group was crescent-shaped and the nuclear fragmentation was reduced,and the blue fluorescence of the remaining cells was uniform.The LIVE/DEAD ~ cell activity/cytotoxicity kit showed that the number of dead cells with red fluorescence in the H2O2 group increased significantly,and the number of viable cells with green fluorescence decreased significantly.In the H2O2+NBP group,the number of viable cells with green fluorescence increased,and the number of dead cells with red fluorescence decreased.The double staining results of DCFH-DA+ER-Tracker Red showed that the green fluorescence intensity of H2O2 group was significantly enhanced;the green fluorescence intensity of H2O2+NBP group was lower than that of H2O2 group.Conclusion NBP alleviates H2O2-induced apoptosis of human retinal Müller cells by inhibiting ROS production.
6.Effects of polypyramidine tract binding protein-associated splicing factor overexpression on apoptosis of human Müller cells under advanced glycation end products treatment
Fang TIAN ; Bojie HU ; Wenbo LI ; Liangyu HUANG ; Meizi GAO ; Ruihong SU ; Xiaomin ZHANG ; Xiaorong LI ; Lijie DONG
Chinese Journal of Ocular Fundus Diseases 2019;35(1):70-75
Objective To observe the effect ofpolypyramidine tract binding protein-associated splicing factor (PSF) towards advanced glycation end products (AGEs) induced the apoptosis of Müller cells in vitro.Methods Experimental study.Müller cells were cultured and divided into groups according to the project design,plasmid enhanced green fluorescent protein-PSF were transfected into the cells to achieve the overexpression of PSF Müller cells in vitro,then cells were exposed to AGEs and the Morphological changes were observed by HE staining and Hoechst 33258 staining while the survival rate of cells were detected by MTT assay.The effects of PSF on AGEs-induced Müller apoptosis was measured by Cell Death Detection ELISA kit.Meanwhile,2',7'-diehlorofluorescin diaeetate staining was performed to monitor the protective effects of PSF on AGEs-induced Müller cells ROS.Results The morphology of cells in normal group was full and the cytoplasm staining was uniform.In N+AGEs group and Vec+AGEs group,cell volume decreased,cytoplasm was dense and concentrated,and eosinophilic staining was enhanced.The cell morphology of PSF+AGEs group was still full,with uniform cytoplasm staining and uniform nucleus staining.The viability of N+AGEs group,Vec+AGEs group and PSF+AGEs group were 0.42±0.11,0.35±0.12 and 0.68±0.12.The apoptosis values were 1.08 ± 0.16,0.96± 0.20 and 0.44± 0.08.The intracellular ROS levels were 28 833.67± 3 550.06,28 356.67±4 854.81,186 163.00±382.54.Compared with N+AGEs group and Vec+AGEs group,the cell viability of PSF+AGEs group was significantly improved (F=20.65,P=0.000),ce11 apoptosis value (F=43.43,P=0.000) and intracellular ROS level (F=1 8.86,P=0.000).Conclusion PSF overexpression play a protective role in AGEs-induced apoptosis by inhibiting the production of ROS in Müiller cells.
7.The inhibitory effect of FoxF2 shRNA on the expression of extracellular matrix of human trabecular meshwork
Aihua LIU ; Meizi GAO ; Liangyu HUANG ; Xun LIU ; Ruihong SU ; Jinzhi ZHAO ; Liming WANG ; Xiaomin ZHANG ; Xiaorong LI ; Lijie DONG
Chinese Journal of Experimental Ophthalmology 2019;37(6):405-410
Objective To explore the role of forkhead box F2 (FoxF2) in the extracellular matrix of trabecular meshwork.Methods The cultured human trabecular meshwork cells (HTMCs) were divided into Scramble control group and FoxF2 small hairpin RNA (shRNA) group,then FoxF2 shRNA,the FoxF2 restructuring interference carrier was built,HTMCs were infected with FoxF2 shRNA lentivirus.Western blot assay was used to detect the expression of FoxF2 protein and extracellular matrix.Furthermore,Transwell counting experiment was used to analyze the migration ability of HTMCs.Results The cultured HTMCs grew well and showed a long spindle shape.The growth status of HTMCs was well,and their morphological characteristics were consistent with the HTMCs in vivo.The relative expression level of FoxF2 protein in the FoxF2 shRNA group was lower than that in the Scramble control group,with a significant difference between them (0.72 ± 0.02 vs.1.27 ± 0.05;t =16.68,P < 0.01).The relative expression level of fibronectin (FN),collagen type Ⅰ (COL Ⅰ) and α-smooth muscle actin (α-SMA) were 0.43±0.03,0.53 ±0.08 and O.86±0.15 in the FoxF2 shRNA group,and 0.87±0.04,1.66±0.06 and 1.73 ±0.13 in the Scramble control group,respectively,the relative expression levels of FN,COL Ⅰ and α-SMA in the FoxF2 shRNA group were significantly lower than those in the Scramble control group (t =15.08,18.81,7.50,all at P<0.01).The migration number of HTMCs in the FoxF2 shRNA group was significantly lower than that in the Scramble control group (117.30±11.41 vs.251.00±10.37;t =8.72,P<0.01).Conclusions The FoxF2 shRNA lentivirus are successfully constructed,which can decrease the expression of FoxF2 in HTMCs.Low expression of FoxF2 can reduce the expression level of extracellular matrix protein in HTMCs and inhibit the migration ability of HTMCs.
8.Regulation of Krüppel-like factor 6 via activating transcription factor 4 pathway to apoptosis of human lens epithelial cells
Fang TIAN ; Jinzhi ZHAO ; He TENG ; Liangyu HUANG ; Xun LIU ; Ruihong SU ; Meizi GAO ; Xiaomin ZHANG ; Xiaorong LI ; Lijie DONG ; Hong ZHANG
Chinese Journal of Experimental Ophthalmology 2018;36(3):181-186
Objective To investigate the regulating effects of Krüppel-like factor 6 (KLF6) on the apoptosis of human lens epithelial cells (HLECs) by activating transcription factor 4 (ATF4) pathway and explore the bio-molecular mechanism of KLF6/ATF4-induced HLECs apoptosis.Methods HLECs (HLE-B3) were cultured using high glucose DMEM medium.The eukaryotic expression plasmid pEGFP-C2-ATF4 was transfected into the cells by liposome 2000 in the ATF4-transfected group,and pEGFP-C2 was transfected in the empty plasmid group.Then the cells were exposed to 20 mJ/cm2 ultraviolet ray B (UVB) for 200 seconds,The morphological changes of the cells were observed by hematoxylin & eosin staining and Hoechst33258 fluorescein staining.Cultured cells were transfected using pEGFP-C2-KLF6 and pEGFP-C2 plasmid and pSilencer-KLF6 (siKLF6) and pSilencer plasmid,respectively,and the expression of ATF4 protein in the cells was detected by Western blot assay.Culture cells were divided into four groups.pEGFP-C2 and pSilencer plasmids were co-transfected into the cells in the empty plasmid group;pEGFP-C2-KLF6 and pSilencer empty plasmid were co-transfected into the cells of the KLF6 + pSilencer group;pEGFP-C2 empty plasmid and pSilencer-ATF4 were co-transfected in the cells of the siATF4 + pEGFP-C2 group;pEGFP-C2-KLF6 and pSilencer-ATF4 plasmids were co-transfected in the cells of the KLF6 + siATF4 group,and then the cells were exposed to UVB.The apoptosis of the cells were detected by ELISA assay.Results Cultured cells grew well in the normal control group with the uniform morphology and regular arrangement.The karyopyknosis,karyorrhexis and enlargement of intercellular space were found in the cells exposed to UVB.In the ATF4 transfected group,the number of cells was decreased.The relative expression level of the ATF4 protein in the cells was 0.99±0.06 and 0.13±0.02 in the UVB+ATF4 transfected group and UVB+pEGFP-C2 plasmid group,respectively,with a significant difference between them (t =23.13,P<0.01).The relative expression levels of KLF6 and ATF4 proteins in the KLF6 transfected group were higher than those in the empty plasmid group,and the relative expression levels of KLF6 and ATF4 proteins in the siKLF6 group were significantly lower than those in the empty plasmid group (all at P<0.01).ELISA assay showed that the apoptotic rate in the ATF4 transfected group was 1.37± 0.11,which was significantly higher than 0.31 ±0.11 in the normal control group (t =8.034,P =0.001);the apoptotic rate of the cells was increased in the KLF6+pSilencer group and decreased in the siATF4+pEGFP-C2 group in comparison with the empty plasmid group (P<0.01,P=0.02).In addition,the apoptotic rate in the KLF6+ siATF4 group was remarkably lower than that in the KLF6 + pSilencer group (P< 0.01).Conclusions KLF6 promotes the apoptosis of HLECs induced by UVB radiation.Silence of ATF4 gene reduces the apoptotic rate of the cells.ATF4 is probably a target factor in the regulating oathwav of KLF6 to apoptosis.
9.The predictive value of prognostic nutritional index and lymphocyte-monocyte ratio in the development of severe radiotherapy-induced oral mucositis during the treatment of patients with head and neck cancer
Fei GAO ; Meizi LIU ; Zitong WU ; Ran AN ; Wenfeng CHEN
Chinese Archives of Otolaryngology-Head and Neck Surgery 2024;31(9):559-564
OBJECTIVE To investigate the predictive value of prognostic nutritional index(PNI) and lymphocyte-monocyte ratio(LMR) in severe radiotherapy-induced oral mucositis(RIOM) during treatment of patients with head and neck cancer,and to construct a risk prediction model and test the prediction effect. METHODS A total of 502 patients with head and neck cancer who underwent radiotherapy were recruited from September 2021 to October 2023 in Xiangya Hospital Central South University. The participants were randomly divided into training group and validation group at a ratio of 7:3. According to whether severe RIOM occurred,they were divided into severe RIOM group and non-severe RIOM group. Univariate analysis and logistic regression analysis were used to screen the risk factors of severe RIOM. The receiver operating characteristic(ROC) curve was used to evaluate its prediction effect and R4.3.2 software was used to draw nomograms and decision curve. RESULTS The risk prediction model for patients with head and neck cancer during treatment had five factors,including the number of comorbidities(OR=2.221,95%CI=1.185-4.165),surgical history(OR=2.938,95%CI=1.393-6.198),the degree of tumor differentiation(OR=1.511,95%CI=1.090-2.094),PNI(OR=0.892,95%CI=0.852-0.934),LMR(OR=0.512,95%CI=0.254-1.030). Model formula:Y=2.102+0.413×degree of differentiation+0.798×number of comorbidities+1.078×surgical history-0.114×PNI-0.669×LMR. The validation results of the prediction model showed that the area under the ROC curve of the training group was 0.847(P<0.001),the area under the curve of the validation group was 0.808(P<0.001),and the P values of the Hosmer-Lemeshow test of the modeling group and the validation group were both greater than 0.05. The decision curve was above the reference line within most of the high-risk thresholds. CONCLUSION The risk prediction model constructed in this study has good effect,which can predict the risk of severe RIOM during radiotherapy in patients with head and neck cancer,providing the reference for taking preventive intervention measures for high-risk patients.