Wang P, Chen Z H, Jiang L Y, Zhou X Q, Jia C Y, Xiao H A
Department of Burns and Plastic and Cosmetic Surgery, Xi'an Ninth Hospital, Xi'an 710054, China.
Department of Burns and Wound Repair, Union Hospital, Fujian Medical University, Fujian Provincial Burn Research Institute, Fujian Burn Medical Center, Fujian Provincial Key Laboratory of Burn and Trauma, Fuzhou 350001, China.
Zhonghua Shao Shang Yu Chuang Mian Xiu Fu Za Zhi. 2022 Oct 20;38(10):944-951. doi: 10.3760/cma.j.cn501225-20220731-00328.
To screen the differentially expressed genes (DEGs) in diabetic foot ulcers (DFUs), and to perform functional analysis and clinical validation of them, intending to lay a theoretical foundation for epigenetic therapy of chronic refractory wounds. An observational study was conducted. The gene expression profile dataset GSE80178 of DFU patients in Gene Expression Omnibus (GEO) was selected, and the DEG between three normal skin tissue samples and six DFU tissue samples in the dataset was analyzed and screened using the GEO2R tool. For the screened DEG, ClusterProfiler, org.Hs.eg.db, GOplot, and ggplot2 in the R language packages were used for Gene Ontology (GO) enrichment analysis of biological processes, molecular functions, and cellular components, and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis, respectively. Protein-protein interaction (PPI) analysis was performed using STRING database to screen key genes in the DEG, and GO enrichment analysis of key genes was performed using Cytohubba plug-in in Cytoscape 3.9.1 software. DFU tissue and normal skin tissue discarded after surgery were collected respectively from 15 DFU patients (7 males and 8 females, aged 55-87 years) and 15 acute wound patients (6 males and 9 females, aged 8-52 years) who were admitted to Xiang'an Hospital of Xiamen University from September 2018 to March 2021. The mRNA and protein expressions of small proline-rich repeat protein 1A (SPRR1A) and late cornified envelope protein 3C (LCE3C) were detected by real-time fluorescent quantitative reverse transcription polymerase chain reaction and immunohistochemistry, respectively. Data were statistically analyzed with independent sample test. Compared with normal skin tissue, 492 statistically differentially expressed DEGs were screened from DFU tissue of DFU patients (corrected <0.05 or corrected <0.01), including 363 up-regulated DEGs and 129 down-regulated DEGs. GO terminology analysis showed that DEGs were significantly enriched in the aspects of skin development, keratinocyte (KC) differentiation, keratinization, epidermal development, and epidermal cell differentiation, etc. (corrected values all <0.01). KEGG pathway analysis showed that DEGs were significantly enriched in the aspects of tumor-associated microRNA, Ras related protein 1 signaling pathway, and pluripotent stem cell regulatory signaling pathway, etc. (corrected values all <0.01). PPI analysis showed that endophial protein, , , , , , , , keratin 16 (all down-regulated DEGs), and filoprotein (up-regulated DEG) were key genes of DEGs screened from DFU tissue of DFU patients, which were significantly enriched in GO terms of keratinization, KC differentiation, epidermal cell differentiation, skin development, epidermis development, and peptide cross-linking, etc. (corrected values all <0.01). The mRNA expressions of SPRR1A and LCE3C in DFU tissue of DFU patients were 0.588±0.082 and 0.659±0.098, respectively, and the protein expressions were 0.22±0.05 and 0.24±0.04, respectively, which were significantly lower than 1.069±0.025 and 1.053±0.044 (with values of 20.91 and 13.66, respectively, values all <0.01) and 0.38±0.04 and 0.45±0.05 (with values of 9.69 and 12.46, respectively, values all <0.01) in normal skin tissue of acute wound patients. Compared with normal skin tissue, there is DEG profile in DFU tissue of DFU patients, with DEGs being significantly enriched in the aspects of KC differentiation and keratin function. Key DEGs are related to the biological function of KC, and their low expressions in DFU tissue of DFU patients may impede ulcer healing.
筛选糖尿病足溃疡(DFU)中差异表达基因(DEG),并对其进行功能分析和临床验证,旨在为慢性难愈伤口的表观遗传治疗奠定理论基础。进行了一项观察性研究。选择基因表达综合数据库(GEO)中DFU患者的基因表达谱数据集GSE80178,使用GEO2R工具分析并筛选该数据集中3个正常皮肤组织样本和6个DFU组织样本之间的DEG。对于筛选出的DEG,分别使用R语言包中的ClusterProfiler、org.Hs.eg.db、GOplot和ggplot2对生物过程、分子功能和细胞成分进行基因本体(GO)富集分析,以及京都基因与基因组百科全书(KEGG)富集分析。使用STRING数据库进行蛋白质-蛋白质相互作用(PPI)分析以筛选DEG中的关键基因,并使用Cytoscape 3.9.1软件中的Cytohubba插件对关键基因进行GO富集分析。分别收集2018年9月至2021年3月在厦门大学附属翔安医院住院的15例DFU患者(男7例,女8例,年龄55 - 87岁)和15例急性伤口患者(男6例,女9例,年龄8 - 52岁)术后废弃的DFU组织和正常皮肤组织。分别通过实时荧光定量逆转录聚合酶链反应和免疫组织化学检测富含脯氨酸的小重复蛋白1A(SPRR1A)和晚期角质化包膜蛋白3C(LCE3C)的mRNA和蛋白表达。数据采用独立样本t检验进行统计学分析。与正常皮肤组织相比,从DFU患者的DFU组织中筛选出492个统计学差异表达的DEG(校正P<0.05或校正P<0.01),其中上调DEG 363个,下调DEG 129个。GO术语分析表明,DEG在皮肤发育、角质形成细胞(KC)分化、角质化、表皮发育和表皮细胞分化等方面显著富集(校正P值均<0.01)。KEGG通路分析表明,DEG在肿瘤相关微小RNA、Ras相关蛋白1信号通路和多能干细胞调节信号通路等方面显著富集(校正P值均<0.01)。PPI分析表明,内披蛋白、角蛋白16(均为下调DEG)和丝纤蛋白(上调DEG)是从DFU患者的DFU组织中筛选出的DEG的关键基因,它们在角质化、KC分化、表皮细胞分化、皮肤发育、表皮发育和肽交联等GO术语中显著富集(校正P值均<0.01)。DFU患者DFU组织中SPRR1A和LCE3C的mRNA表达分别为0.588±0.082和0.659±0.098,蛋白表达分别为0.22±0.05和0.24±0.04,显著低于急性伤口患者正常皮肤组织中的1.069±0.025和1.053±0.044(t值分别为20.91和13.66,P值均<0.01)以及0.38±0.04和0.45±0.05(t值分别为9.69和12.46,P值均<0.01)。与正常皮肤组织相比,DFU患者DFU组织存在DEG谱,DEG在KC分化和角蛋白功能方面显著富集。关键DEG与KC的生物学功能相关,其在DFU患者DFU组织中的低表达可能阻碍溃疡愈合。