基于单细胞转录组数据探究不同海拔牦牛心肌细胞通讯和基因表达差异OACSTPCD
Cardiomyocyte communication and its gene expression difference be-tween different altitudes yaks based on single cell RNA-seq data
心脏作为血液循环最重要的器官在动物环境适应中发挥着重要的作用.心肌细胞是心脏主要的功能细胞,然而高海拔地区牦牛心肌细胞基因表达变化及细胞间通讯关系尚不清楚.为此,本研究以高海拔地区牦牛(青海祁连,海拔4 000 m)和低海拔地区牦牛(青海循化,海拔2 600 m)为研究对象,基于心脏组织10 ×单细胞转录组测序数据,对心肌细胞和心脏其他细胞进行细胞通讯及配体-靶基因调控预测,同时对高、低海拔牦牛心肌细胞差异表达基因进行功能注释分析,以期探究心肌细胞在牦牛适应高原环境过程中的作用.结果显示,牦牛心肌细胞与内皮细胞、上皮细胞的关联最强,心肌细胞-树突状细胞及心肌细胞-巨噬细胞两个"细胞对"中CD74_COAP和CD74_APP配受体表达量相对较高;配受体活力在TNF信号通路中相对较强;在免疫相关通路发挥重要作用的配体PTPRC、PECAM1、ITGB2、ANXA1、BDNF等对所有"细胞对"影响明显,且PI3K-Akt信号通路在配体-靶基因调控中潜力分值最高;高、低海拔牦牛心肌细胞中差异表达基因功能主要富集在代谢途径,其中氧化磷酸化、糖酵解代谢通路相关的基因表达明显增强.本研究结果提示,牦牛可通过加强心肌细胞与其他细胞之间的联系及调节免疫作用相关过程维持自身稳态;同时高海拔牦牛可通过增强心肌细胞有氧代谢和无氧代谢进而获取更多能量以适应高海拔严酷环境.
As the most important organ for blood circulation,the heart plays an important role in the environmental adap-tation of animals.Cardiomyocyte is the main functional cell in the animal heart,however,gene expression changes and cellular communication in cardiomyocytes of yaks living at high altitudes are still unclear.To study the effect of yak car-diomyocytes in the process of adaptation to the plateau environment,yaks in high altitude areas(Qilian,Qinghai,altitude 4000 m)and low altitude areas(Xunhua,Qinghai,altitude 2 600 m)were taken as research objects,and the cellular com-munications and ligand-target gene regulations in cardiomyocytes and other cells were predicted based on the 10× single-cell RNA sequencing data.In addition,the functions of differentially expressed genes(DEGs)between different altitude yak cardiomyocytes were annotated.The results showed that yak cardiomyocytes were most highly correlated with the endothelial cells and epithelial cells.The expression level of ligand and receptor of CD74_COAP and CD74_APP was relatively higher in the cardiomyocyte-dendritic cell and cardiomyocyte-macrophage,the vitality of ligands and receptors was relatively higher in TNF signal pathway;The immune related pathway ligands,such as PTPRC,PECAM1,ITGB2,ANXA1,BDNF had a significant influence on all'cell pairs'and the PI3K-Akt signal pathway showed the highest po-tential score in ligand-target gene regulation;The functions of DEGs between high and low altitude yak cardiomyocytes were mainly enriched in metabolic pathways as the oxidative phosphorylation and glycolysis pathways.These results suggest that yaks may maintain their homeostasis by strengthening the connection between cardiomyocytes and other cells and regulating the processes related to immune action.Meanwhile,high-altitude yaks enhance their aerobic and an-aerobic metabolism of cardiomyocytes to acquire more energy to adapt to the harsh environment of high altitude.
黄娜婷;陈一博;宋娜;李静怡;魏青;陈家瑞
青海大学生态环境工程学院,西宁 810016青海大学生态环境工程学院,西宁 810016||青海大学省部共建三江源生态与高原农牧业国家重点实验室,西宁 810016
生物学
牦牛心肌细胞单细胞转录组测序高原环境适应
YakCardiomyocytesscRNA-seqPlateau environment adaptation
《兽类学报》 2024 (002)
171-182 / 12
青海省科学技术厅基础研究项目(2023-ZJ-708);青海大学生态环境工程学院三江源生态一流学科硕士研究生科技创新项目(2022-stxy-Y6)
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