Department of Pathology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China.
Department of Oncology, Hebei General Hospital, Shijiazhuang, Hebei, China.
BMJ Open Diabetes Res Care. 2023 May;11(3). doi: 10.1136/bmjdrc-2022-003196.
To identify proteins and corresponding genes that share sequential and structural similarity with programmed cell death protein-1 (PD-1) in patients with type 1 diabetes mellitus (T1DM) via bioinformatics analysis.
All proteins with immunoglobulin V-set domain were screened in the human protein sequence database, and the corresponding genes were obtained in the gene sequence database. GSE154609 was downloaded from the GEO database, which contained peripheral blood CD14+ monocyte samples from patients with T1DM and healthy controls. The difference result and the similar genes were intersected. Analysis of gene ontology and Kyoto encyclopedia of genes and genomes pathways was used to predict potential functions using the R package 'cluster profiler'. The expression differences of intersected genes were analyzed in The Cancer Genome Atlas pancreatic cancer dataset and GTEx database using t-test. The correlation between the overall survival and disease-free progression of patients with pancreatic cancer was analyzed using Kaplan-Meier survival analysis.
2068 proteins with immunoglobulin V-set domain similar to PD-1 and 307 corresponding genes were found. 1705 upregulated differentially expressed genes (DEGs) and 1335 downregulated DEGs in patients with T1DM compared with healthy controls were identified. A total of 21 genes were overlapped with the 307 PD-1 similarity genes, including 7 upregulated and 14 downregulated. Of these, mRNA levels of 13 genes were significantly increased in patients with pancreatic cancer. High expression of and was significantly correlated with shorter overall survival of patients with pancreatic cancer, while high expression of , , and was significantly correlated with shorter disease-free survival of patients with pancreatic cancer.
Genes encoding immunoglobulin V-set domain similar to PD-1 may contribute to the occurrence of T1DM. Of these genes, and may serve as potential biomarkers for the prognosis of pancreatic cancer.
通过生物信息学分析,在 1 型糖尿病(T1DM)患者中鉴定与程序性死亡蛋白-1(PD-1)具有序列和结构相似性的蛋白质和相应基因。
在人类蛋白质序列数据库中筛选所有具有免疫球蛋白 V -set 结构域的蛋白质,并在基因序列数据库中获得相应的基因。从 GEO 数据库中下载 GSE154609,其中包含 T1DM 患者和健康对照者外周血 CD14+单核细胞样本。对差异结果和相似基因进行交集。使用 R 包“cluster profiler”进行基因本体论和京都基因与基因组百科全书通路分析,以预测潜在功能。使用 t 检验分析 TCGA 胰腺癌数据集和 GTEx 数据库中交集基因的表达差异。使用 Kaplan-Meier 生存分析分析胰腺癌患者的总生存和无病进展的相关性。
发现 2068 种与 PD-1 具有免疫球蛋白 V 集结构域相似的蛋白质和 307 个相应基因。与健康对照者相比,T1DM 患者有 1705 个上调的差异表达基因(DEGs)和 1335 个下调的 DEGs。与 307 个 PD-1 相似基因重叠的共有 21 个基因,其中 7 个上调,14 个下调。在胰腺癌患者中,其中 13 个基因的 mRNA 水平显著升高。 和 的高表达与胰腺癌患者的总生存时间明显缩短相关,而 、 、和 的高表达与胰腺癌患者的无病生存时间明显缩短相关。
编码与 PD-1 具有免疫球蛋白 V 集结构域相似的基因可能有助于 T1DM 的发生。在这些基因中, 和 可能是胰腺癌预后的潜在生物标志物。