1.Metabolomics study of kidney tissue in a mouse model of oxygen-induced retinopathy
Lijun DONG ; Hui QI ; Yuhang YANG ; Xingxing MAO ; Guoming ZHANG ; Shaochong ZHANG ; Hetian LEI
Chinese Journal of Experimental Ophthalmology 2024;42(1):19-28
Objective:To explore the effects of hyperoxic environments on renal metabolites to understand the potential mechanisms that contribute to pathologic retinal vascular neovascularization and renal injury through metabolomic studies in a mouse model of oxygen-induced retinopathy (OIR) model.Methods:Sixteen C57/B6J mice pups born to day 7 (P7) were randomly and equally divided into an OIR model group and a normal control group using a randomized numerical table of mother mice.Mice were reared standardly from birth until day 7 (P7), then mice and their mother mice in the OIR group were placed in a hyperoxic (75±2)% chamber until day 12 (P12) and then reared normally.Mice in the normal control group were reared normally throughout.Mice in two groups were killed by carbon dioxide euthanasia on postnatal day 17 (P17). The mice retinal wholemount from the two groups were made and stained with isolectin B4 (IB4) to observe the morphology of retinal vessels, central non-perfusion area and pathological neovascularization.The kidney tissue of P17 mice was analyzed by liquid chromatograph mass spectrometer.After anticoagulant treatment, the whole blood of mice was centrifuged and precipitated, and the obtained plasma without cellular components was analyzed by targeted metabonomics.Mass spectral information was interpreted using metabolomics data processing software Progenesis QI v2.3.Overall differences in metabolic profiles were distinguished by unsupervised principal component analysis and orthogonal partial least squares analysis (OPLS-DA). The fold change and P values of metabolites were compared between the two groups.The variable importance of projection value>1 and P value<0.05 was used to screen out differential metabolites.Metabolic pathway enrichment analysis of differential metabolites was performed based on the KEGG database.The feeding and use of animals were strictly in accordance with the requirements of the Ethics Committee of Jinan University, and the research protocol was reviewed and approved by the Ethics Committee of Jinan University (No.20200401-54). Results:The IB4 staining of retinal wholemounts showed that the retinal blood vessels were evenly distributed in the P17 mice from control group.The peripheral retinal vessels were tortuous and disordered with a large non-perfusion area in central region in P17 mice from OIR group, and a large number of neovascularization clusters were formed at the junction of the nonperfusion area and the vascular area of the retina, showing strong fluorescent staining.The relative area of retinal nonperfusion area in OIR group was (25.16±3.50)%, which was significantly larger than (0.63±0.30)% in normal control group ( t=12.07, P<0.001). The OPLS-DA parameter R2X cum (0.578), interpretation rate R2Y cum (0.978) and prediction rate Q2 cum (0.857) values were all greater than 0.5, indicating that the OPLS-DA model had a good predictive ability.A total of 26 main differential metabolites were found, among which 17 were up-regulated and 9 were down-regulated, including glycerophospholipids (PC 20∶4(5Z, 8Z, 11Z, 14Z)/0∶0, PC 22∶6(4Z, 7Z, 10Z, 13Z, 16Z, 19Z)/0∶0, PC 14∶1(9Z)/20∶2(11Z, 14Z), PE P-18∶0/20∶4(6E, 8Z, 11Z, 14Z)(5OH[S]), amino acid metabolites (arginine, ornithine, pipecolic acid, and hydroxylysine), purines (guanine, hypoxanthine, hydroxypurinol), and fatty acids (methyl 15-palmitate, 2, 6, 8, 12-tetramethyl-2, 4-tridecadien-1-ol), and so on.Differential metabolites were mainly enriched in ABC transporters (L-arginine, taurine, inositol, adenosine, N-acetyl-D-glucosamine, L-glutamine), aminoacyl-tRNA biosynthesis (L-isoleucine, L-proline, L-arginine, L-histidine, L-glutamine), arginine biosynthesis (L-arginine, L-ornithine, L-glutamine) metabolic pathways.The plasma targeted metabonomics showed that the differential amino acid metabolites were mainly enriched in metabolic pathways such as aminoacyl-tRNA biosynthesis, arginine biosynthesis and metabolism, and ABC transporters. Conclusions:ABC transporter, aminoacyl-tRNA biosynthesis, and arginine biosynthesis metabolic pathways in OIR mice may participate in the pathological changes of renal injury and neovascularization in retinopathy of prematurity.
2.Comparison of femoral neck system and cannulated compression screws in the fixation of femoral neck fractures in the elderly patients aged 65 to 75 years old
Chengdong ZHANG ; Kai WANG ; Xuwen LI ; Tianrui WANG ; Guoming LIU ; Xianfa DU ; Fagang YE ; Yanling HU
Chinese Journal of Orthopaedic Trauma 2024;26(3):228-233
Objective:To compare the therapeutic efficacy between femoral neck system (FNS) and cannulated compression screws (CCS) in the fixation of femoral neck fractures in the elderly patients aged 65 to 75 years old.Methods:A retrospective study was conducted to analyze the data of 39 patients aged 65 to 75 years old who had been treated for femoral neck fractures at Department of Trauma Surgery, Hospital Affiliated to Qingdao University from January 2015 to September 2022. The patients were divided into 2 groups according to their internal fixation methods. In the FNS group of 18 cases subjected to FNS fixation, there were 8 male and 10 females with an age of (71.1±2.8) years. In the CCS group of 21 cases subjected to CCS fixation, there were 7 males and 14 females with an age of (70.1±2.9) years. The 2 groups were compared in terms of intraoperative fluoroscopy frequency, surgical time, intraoperative bleeding, hospitalization costs, fracture healing time, internal fixation failure, and Harris hip score, changes in neck shaft angle, and femoral neck shortening at 1 year after surgery.Results:The differences were not statistically significant in the preoperative general data or follow-up time between the 2 groups, indicating comparability ( P>0.05). In the FNS group, the intraoperative fluoroscopy frequency [(15.1±2.3) times] was significantly lower than that in the CCS group [(19.5±3.5) times], the surgical time [(49.2±5.2) minutes] was significantly shorter than that in CCS group [(62.4±11.2) minutes], and the intraoperative bleeding [(74.2±15.6) mL] and hospitalization costs [(39,928.7±1,438.3) yuan] were significantly higher than those in the CCS group [(53.1±17.3) mL and (23,527.9±2,126.3) yuan] (all P<0.05). The difference in fracture healing time was not statistically significant between the 2 groups ( P>0.05). In the FNS group, the decreased neck shaft angle (2.65°±1.66°) and femoral neck shortening (3.9±1.3 mm) were significantly smaller than those in the CCS group [4.18°±2.13° and (6.3±2.5) mm] at 1 year after surgery, and the Harris hip score [(82.2±7.2) points] was significantly higher than that in the CCS group [(76.4±5.9) points] (all P<0.05). Internal fixation failure occurred in 1 case in the FNS group and in 4 cases in the CCS group, respectively, showing no statistically significant difference ( P>0.05). Conclusions:Compared with CCS fixation, FNS fixation may lead to better therapeutic efficacy in patients with femoral neck fracture aged 65 to 75 years old. However, the risk of internal fixation failure should also be taken into consideration.
3.Comparison of proximal femoral bionic nails and 3G Gamma nails in fixation of intertrochanteric femoral fractures in the elderly
Yanling HU ; Chengdong ZHANG ; Haifeng GONG ; Guoming LIU ; Chengzhi LIANG ; Yingze ZHANG
Chinese Journal of Orthopaedic Trauma 2024;26(6):467-472
Objective:To compare the short-term efficacy between proximal femoral bionic nails (PFBN) and 3G Gamma nails in the fixation intertrochanteric femoral fractures in the elderly.Methods:A retrospective study was conducted to analyze the data of 78 elderly patients with intertrochanteric femoral fracture who had been admitted to Department of Trauma Surgery, The Hospital Affiliated to Qingdao University from October 2021 to December 2022. There were 35 males and 43 females with an age of (76.0±7.9) years. By Evans classification: 6 cases of type Ⅰ, 21 cases of type Ⅱ, 24 cases of type Ⅲ, 23 cases of type Ⅳ, and 4 cases of type Ⅴ. The patients were divided into 2 groups according to their internal fixation methods: a PFBN group of 35 patients fixed by PFBN and a Gamma group of 43 cases fixed with 3D Gamma nails. The time from injury to operation, hospital stay, operation time, intraoperative blood loss, weight-bearing time, fracture healing time, and Harris hip score, visual analogue scale (VAS) and incidence of complications at 6 months after operation were compared between the 2 groups.Results:There was no significant difference in the preoperative general data between the 2 groups, showing comparability ( P>0.05). All patients were followed up for (14.0±4.0) months. There were no significant differences between the PFBN and Gamma groups in operation time [(58.9±8.2) min versus (58.1±6.8) min], intraoperative blood loss [(138.0±24.9) mL versus(126.8±25.7) mL], hospital stay [(10.9±2.9) d versus (10.3±4.0) d],fracture healing time [(5.0±1.3) months versus (5.1±1.3) months], or good and excellent rate by the Harris hip score [82.9% (29/35) versus 76.7% (33/43)], VAS score [0(0, 1) points versus 1(0, 1) points], or incidence of complications at 6 months after operation [2.9% (1/35) versus 4.7% (2/43)] (all P>0.05). However, the complete weight-bearing time for the PFBN group was (5.3±1.2) weeks, significantly earlier than that for the Gamma group [(6.9±1.4) weeks] ( P<0.05). Conclusion:In the fixation of intertrochanteric femoral fractures in the elderly patients, both PFBN and 3D Gamma nails can achieve satisfactory short-term efficacy, but PFBN is more beneficial to the functional recovery of the hip joint because it leads to earlier complete weight-bearing time than 3D Gamma nails.
4.Effects of eicosanoic acid on proliferation and migration of human retinal vascular endothelial cells by mediating increased expression of angiopoietin-like protein 4 after binding to peroxisome proliferator-activated receptor 8
Yuhang YANG ; Hui QI ; Lijun DONG ; Zixin FAN ; Xiaofeng LU ; Mingliang WANG ; Zhen YU ; Hetian LEI ; Guoming ZHANG
Recent Advances in Ophthalmology 2024;44(9):679-685
Objective To investigate the effects of eicosanoic acid(C20DC)on the proliferation and migration of human retinal endothelial cells(HRECs)and its mechanism.Methods The optimal working concentration of C20DC in human retinal pigment epithelium 19(ARPE-19)cells and HRECs was determined as 30 mg·L-1 and 25 mg·L-1,respec-tively.HRECs were divided into the C20DC treatment group(HRECs treated with C20DC)and the control group[HRECs treated with dimethyl sulfoxide(DMSO)].The effects of C20DC on the migration and proliferation of HRECs were detec-ted by cell proliferation and migration experiments.The molecular docking method was used to simulate the binding ability of C20DC to peroxisome proliferator-activated receptor δ(PPARδ).ARPE-19 cells were divided into the C20DC+ARPE-19 group(ARPE-19 cells treated with C20DC)and the DMSO+ARPE-19 group(ARPE-19 cells treated with DMSO).The ex-pression levels of PPARδ and angiopoietin-like protein 4(ANGPTL4)in ARPE-19 cells and ANGPTL4 protein in HRECs were detected using Western blot.The ANGPTL4 protein expression levels in ARPE-19 cells and HRECs were quantitatively analyzed using enzyme-linked immunosorbent assay(ELISA).Results Compared with the control group,the prolifera-tion and migration of cells in the C20DC treatment group significantly increased(both P<0.05),and C20DC could stably bind to PPAR8(binding energy:-7.20 kcal·mol-1).Western blot showed that the expression level of ANGPTL4 protein in the C20DC+ARPE-19 group was higher than that in the DMSO+ARPE-19 group,and the difference was statistically sig-nificant(P<0.05);there was no statistically significant difference in the expression level of PPARδ receptor protein be-tween the two groups(P>0.05).The expression level of ANGPTL4 protein in the C20DC treatment group was higher than that in the control group,and the difference was statistically significant(P<0.05).ELISA quantitative analysis showed that the expression level of ANGPTL4 in the C20DC+ARPE-19 group was higher than that in the DMSO+ARPE-19 group(P<0.001);the expression level of ANGPTL4 in the C20DC treatment group was higher than that in the control group,and the difference was statistically significant(P<0.05).Conclusion C20DC can promote the expression of ANGPTL4 pro-tein by binding to PPARδ and thus increase the proliferation and migration of retinal related cells(HRECs and ARPE-19 cells).Its mechanism may be related to the increased angiogenesis in retinopathy of prematurity.
5.Bibliometric analysis of research hotspots and trends in familial exudative vitreoretinopathy from 2014 to 2023
Xiaoyan CHAI ; Yulin ZHANG ; Yuhang YANG ; Guoming ZHANG
Chinese Journal of Ocular Fundus Diseases 2024;40(9):713-719
Objective:To understand research hotspots and future development trends in the field of familial exudative vitreoretinopathy (FEVR) from 2014 to 2023.Methods:Relevant literature on FEVR was retrieved using the Web of Science Core Collection (SSCI and SCI-Expanded) from the Institute for Scientific Information. The bibliometric analysis software CiteSpace 6.2.R3 was used to analyze countries or regions, institutions, authors, co-cited references, and keywords.Results:A total of 316 FEVR-related articles were included. The annual number of publications in this field showed a fluctuating upward trend from 2014 to 2023, with the highest number of publications in 2022, 51 papers (16.14%, 51/316); and the lowest in 2015, 15 papers (4.75%, 15/316). China had the highest number of publications, with 137 papers (43.35%, 137/316). Among institutions, Shanghai Jiao Tong University ranked first with 43 papers, while Professor Zhao Peiquan from Xinhua Hospital of Shanghai Jiao Tong University, had the highest number of publications among authors, with 34 papers. The country with the highest betweenness centrality was the United States, 0.91; the institution was the Chinese Academy of Medical Sciences, 0.16; and the author was Ding Xiaoyan, 0.12. The 316 papers were clustered into four research areas: #0 clinical characteristics, #1 ndp, #2 norrie disease, and #3 retinopathy of prematurity. Keywords such as "Chinese patients," " TSPAN12," "variants," and "spectrum" remained highly frequent up to 2023. Conclusions:The number of publications on FEVR research from 2014 to 2023 show a growth trend, with Chinese research institutions and scholars contributing the most. Research on pathogenic genotypes and clinical phenotypes remains a crucial direction for future development.
6.Antagonistic effect of SC79 on high glucose-induced apoptosis of RPE cells and its regulatory mechanism on AKT-XIAP signaling pathway
Lei ZHENG ; Dahui MA ; Miaohong CHEN ; Guoming ZHANG
Chinese Journal of Experimental Ophthalmology 2023;41(3):226-232
Objective:To investigate the antagonistic effect and potential mechanism of specific AKT activator SC79 on the apoptosis of human retinal pigment epithelial (ARPE)-19 cells induced by high glucose in vitro. Methods:The ARPE-19 cells were cultured in high glucose medium (containing 30 mmol/L glucose) plus 5, 10 or 20 μg/ml SC79, respectively.After 6-, 12- and 24-hour culture, the optimal experimental concentration and timing were determined according to cell proliferation rate.Then ARPE-19 cells were divided into four groups, normal control group cultured in normal medium containing 5.6 mmol/L glucose for 48 hours, mannitol group cultured in medium containing 5.6 mmol/L glucose and 24.4 mmol/L mannitol for 48 hours, high glucose group cultured in high glucose medium for 48 hours, and high glucose+ SC79 group cultured in normal medium containing 10 μg/ml SC79 for 12 hours plus in high glucose medium for 36 hours.The proliferation rate of APRE-19 cells was detected by MTS assay.The apoptosis rate was measured by flow cytometry.The relative expression levels of phosphorylated protein kinase B (p-Akt), X-linked inhibitor of apoptosis protein (XIAP), caspase-9, caspase-3 and its active fragments (active-caspase-3) were assayed by Western blot.The ARPE-19 cells were divided into Neg-shRNA group, AKT shRNA group and blank control group and were treated with the corresponding transfection complex and serum-free medium.The AKT mRNA expression was detected by real-time PCR.The transfected ARPE-19 cells were divided into Neg-shRNA+ SC79 group and AKT shRNA+ SC79 group and were cultured according to the culturing method of high-glucose+ SC79 group.The apoptosis rate of the two groups was tested by flow cytometry.Results:Among different concentrations of SC79 and treatment times, the proliferation rate of cells treated with 10 μg/ml SC79 for 12 hours was the highest.The proliferation rate of ARPE-19 cells in high-glucose group was significantly lower than that in normal control group, mannitol group and high-glucose+ SC79 group, and the differences were statistically significant (all at P<0.01). The apoptosis rate of cells in the high-glucose group was (52.27±3.21)%, which was significantly higher than (3.90±0.71)% in normal control group and (20.70±3.62)% in high-glucose+ SC79 group (both at P<0.01). The relative expression levels of p-Akt, XIAP, caspase-9 and caspase-3 were significantly lower and the relative expression level of active-caspase-3 was significantly higher in high glucose group than those in normal control group and high-glucose+ SC79 group (all at P<0.05). The relative expression level of AKT mRNA in normal control group, Neg-shRNA group and AKT shRNA group was 0.60±0.07, 0.59±0.03 and 0.11±0.10, respectively, showing a statistically significant difference among the groups ( F=30.44, P<0.01). The apoptosis rate of cells in the AKT shRNA+ SC79 group was significantly higher than that in high-glucose+ SC79 group and Neg-shRNA+ SC79 group (both at P<0.001). Conclusions:SC79 can partially antagonize the apoptosis of ARPE-19 cells induced by high glucose, which is related to the activation of AKT/XIAP pathway and the inhibition of the caspase family.
7.Clinical analysis and curative effect of reactivation of retinopathy of prematurity after intravitreous injection of ranibizumab
Fengxia LAN ; Guoming ZHANG ; Honghui HE ; Ruyin TIAN ; Yi CHEN ; Xianlu ZENG ; Miaohong CHEN
Chinese Journal of Ocular Fundus Diseases 2023;39(6):471-475
Objective:To observe the clinical characteristics and therapeutic effect of reactivation of retinopathy of prematurity (ROP) patients after intravitreal injection of ranibizumab (IVR).Methods:A retrospective case series study. Eleven children with ROP (21 eyes) who were reactivated after IVR in Shenzhen Eye Hospital from January 2019 to October 2021 were included in the study. Among them, there were 6 males (11 eyes) and 5 females (10 eyes), with the gestational age of (27.6±2.2) weeks and birth weight of (1 034.6±306.5) g. At the first IVR treatment, 14 eyes (63.7%, 14/22) had acute ROP (AROP), 8 eyes (36.3%, 8/22) had threshold lesions. Post-reactivation treatments include IVR, retinal laser photocoagulation (LP), or minimally invasive vitrectomy (MIVS). The follow-up time after treatment was 12 to 18 months. Birth gestational age, birth weight, treatment method, corrected gestational age at treatment, lesion stage before and after treatment, lesion reactivation and regression time were recorded. The clinical characteristics and efficacy were observed and analyzed.Results:The time from initial IVR treatment to reactivation was (8.2±3.5) weeks. The corrected gestational age of the child was (43.62±4.08) weeks. In 21 eyes, AROP, threshold lesion, prethreshold lesion, and stage 4 lesion were in 2, 4, 12, and 3 eyes, respectively. The patients were treated with IVR, LP, IVR+LP, IVR+MIVS in 2, 13, 4 and 2 eyes, respectively. After the first reactivation treatment, the time of regression and stability was (8.4±4.9) weeks after treatment. There were 5 eyes with secondary reactivation of the lesion, and the lesion stages were stage 3, stage 4a and stage 5 in 2, 1 and 2 eyes, respectively. The mean reactivation time was (19.3±6.0) weeks after the last treatment. The patients in stage 3, stage 4a and stage 5 were treated with LP, LP+MIVS and IVR, respecitively, and the lesions subsided steadily during follow-up. At the last follow-up, 19 out of 21 eyes showed complete regression of the lesions, stable photocoagulation, regression of crista-like lesions, no additional lesions, and retinal leveling. All retinal detachment was "funnel-shaped" in 2 eyes.Conclusions:The lesion reactivation of AROP after IVR treatment is more common. The early reactivation rate is higher after treatment. There is a possibility of reactivation twice after re-treatment.
8.Endolymphatic sac tumor with intralabyrinthine hemorrhage: a case report.
Cheng ZHANG ; Feitian LI ; Guoming ZHANG ; Chunfu DAI
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(5):386-388
A 27-year-old female patient suffering endolymphatic sac tumor with intralabyrinthine hemorrhage was reported. The patient had hearing loss in the left ear with continuous tinnitus, and MRI showed the soft tissue shadow of endolymphatic sac. Considering that the tumor involved semicircular canal and vestibule,endolymphatic cyst tumor resection was performed by labyrinth route. After surgery, there was no cerebrospinal fluid leakage and facial nerve function was normal. More importantly, enhanced MRI of temporal bone showed no tumor recurrence 1 year after surgery.
Female
;
Humans
;
Adult
;
Endolymphatic Sac/surgery*
;
Neoplasm Recurrence, Local/pathology*
;
Labyrinth Diseases
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Tinnitus
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Ear Neoplasms/pathology*
;
Bone Neoplasms
;
Hemorrhage
9.Effect of anti-VEGF intravitreal injections on the development of nervous system in retinopathy of prematurity
Ya TIAN ; Fuyan ZHANG ; Guoming ZHANG
Chinese Journal of Experimental Ophthalmology 2022;40(3):271-275
Retinopathy of prematurity (ROP) is a blinding eye disease characterized by abnormal proliferation of retinal blood vessels in children.Vascular endothelial growth factor (VEGF) can specifically stimulate retinal vascular endothelial cell proliferation and neovascularization.Retinal ischemia and hypoxia in preterm infants promote the compensatory increase of intraocular VEGF expression, and then induce the pathological growth of retinal vessels.The intravitreal injection of anti-VEGF drugs provides a new therapeutic way for ROP by inhibiting the biological activity of VEGF and delaying retinal neovascularization.However, the blood-retina barrier of children with ROP is likely to be destructed, which can cause the imbalanced homeostasis of the retinal microenvironment.The anti-VEGF drugs can cause irreversible damage to nerve cells through the blood-retina barrier and blood-brain barrier, which affects the development of the nervous system in children with ROP.At present, whether anti-VEGF drugs result in the abnormal development and functional changes of nervous system in premature infants remains unknown and attracts much attention.In this paper, the role of VEGF in the pathogenesis of ROP and neurodevelopment, as well as the effects of anti-VEGF drug intravitreal injections on the neurological development of children with ROP were reviewed to provide the clinical basis for the rational and safe application of anti-VEGF drugs.
10.Construction of a diagnostic model for oral squamous cell carcinoma based on principal component analysis and differentially expressed genes
WEN Lingdu ; WANG Zihong ; ZHANG Guoming ; LAI Xi ; YANG Hongyu
Journal of Prevention and Treatment for Stomatological Diseases 2022;30(4):251-257
Objective:
To explore the value of an oral squamous cell carcinoma (OSCC) diagnostic model constructed by using principal component analysis (PCA) to analyze a database of differentially expressed genes in OSCC and to provide a reference for clinical diagnosis and treatment.
Methods:
RNA-seq expression data of OSCC and normal control samples were obtained from The Cancer Genome Atlas (TCGA) database, and then, normalized and differentially expressed genes (DEGs) were identified by R software. DEGs were enriched by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis to identify their main biological characteristics. 70% of DEGs expression data in RNA-seq were randomly selected as the training set and 30% were selected as the test set. Then, the PCA method was applied to analyze the training set data and extract the principal components (PCs) related to the diagnosis of OSCC in order to construct a PCA model. Then, the receiver operating characteristic (ROC) curves of PCA models in the training set and the test set were respectively drawn, and the area under curve (AUC) was calculated to evaluate the accuracy of the PCA model in the diagnosis of OSCC.
Results:
RNA-seq expression data of OSCC and normal control samples obtained from TCGA database included 330 samples and 32 samples, respectively. Using false discovery rate (FDR) <0.001 and |log2 fold change| (|log2FC|) >4 as the thresholds, a total of 159 downregulated and 248 upregulated DEGs were identified, which were mainly enriched in cellular components such as intermediate fiber and melanosomal membrane, pigment and salivation-related biological processes and mainly involved in salivary secretion and tyrosine metabolism pathways (P.adjust<0.05 and Q<0.05). The DEGs were proposed as tumor markers for OSCC, and PCA analysis of the training set showed that the cumulative ratio of variance of PC1, PC2 and PC3: [including submaxillary gland androgen regulated protein 3B (SMR3B), proline rich 27 (PRR27), histatin 3 (HTN3), statherin (STATH), cystatin D (CST5), BPI fold containing family A member 2 (BPIFA2), proline rich protein Hae Ⅲ subfamily 2 (PRH2), keratin 35(KRT35), histatin 1 (HTN1), amylase alpha 1B (AMY1B)] were 0.873, 0.100 and 0.023, respectively, and the total weight of the three was 0.996. The PCA diagnostic model of OSCC was further constructed by combining the eigenvectors of the above three components. The ROC curves of the training set and test set showed that the AUC values of the PCA model were 0.852 and 0.844, respectively, which were higher than those of other single genes.
Conclusion
The OSCC diagnostic model based on the expression levels of SMR3B, PRR27, HTN3, STATH, CST5, BPIFA2, PRH2, KRT35, HTN1 and AMY1B constructed with the PCA method and DEGs has a high diagnostic advantage. This study provides a theoretical basis for the early genetic diagnosis of OSCC and the application of the PCA model in clinical diagnosis.


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