Guangdong Provincial Key Laboratory of Medical Biomechanics and Guangdong Engineering Research Center for Translation of Medical 3D Printing Application and National Key Discipline of Human Anatomy, School of Basic Medical Science, Southern Medical University and National Demonstration Center for Experimental Education of Basic Medical Sciences, Southern Medical University, Guangzhou, China.
Guangdong Provincial Key Lab of Single Cell Technology and Application, and Department of Biochemistry and Molecular Biology, School of Basic Medical Science, Southern Medical University, Guangzhou, China.
Stem Cell Res Ther. 2022 May 7;13(1):187. doi: 10.1186/s13287-022-02873-5.
Adipose-derived stem cells (ASCs) are obtained from a variety of sources in vivo where they present in large quantities. These cells are suitable for use in autologous transplantation and the construction of tissue-engineered adipose tissue. Studies have shown that ASCs differentiation is in a high degree of heterogeneity, yet the molecular basis including key regulators of differentiation remains to clarify.
We performed single-cell RNA sequencing and bioinformatics analysis on both undifferentiated (ASC-GM group) and adipogenically differentiated human ASCs (ASC-AD group, ASCs were cultured in adipogenic inducing medium for 1 week). And then, we verified the results of serum amyloid A1 (SAA1) with western blotting, immunofluorescence staining, oil red O staining. After these experiments, we down-regulated the expression of serum amyloid A1 (SAA1) gene to verify the adipogenic differentiation ability of ASCs.
In single-cell RNA sequence analyzing, we obtained 4415 cells in the ASC-GM group and 4634 cells in the ASC-AD group. The integrated sample cells could be divided into 11 subgroups (0-10 cluster). The cells in cluster 0, 2, 5 were came from ASC-GM group and the cells in cluster 1, 3, 7 came from ASC-AD group. The cells of cluster 4 and 6 came from both ASC-GM and ASC-AD groups. Fatty acid binding protein 4, fatty acid binding protein 5, complement factor D, fatty acid desaturase 1, and insulin like growth factor binding protein 5 were high expressed in category 1 and 7. Regulation of inflammatory response is the rank 1 biological processes. And cellular responses to external stimuli, negative regulation of defense response and acute inflammatory response are included in top 20 biological processes. Based on the MCODE results, we found that SAA1, C-C Motif Chemokine Ligand 5 (CCL5), and Annexin A1 (ANXA1) significantly highly expressed during adipogenic differentiation. Western blot and immunofluorescent staining results showed that SAA1 increased during adipogenesis. And the area of ORO positive staining in siSAA1 cells was significantly lower than in the siControl (negative control) cells.
Our results also indicated that our adipogenic induction was successful, and there was great heterogeneity in the adipogenic differentiation of ASCs. SAA1 with the regulation of inflammatory response were involved in adipogenesis of ASCs based on single-cell RNA sequencing analysis. The data obtained will help to elucidate the intrinsic mechanism of heterogeneity in the differentiation process of stem cells, thus, guiding the regulation of self-renewal and differentiation of adult stem cells.
脂肪来源干细胞(ASCs)可从体内多种来源获得,且数量丰富。这些细胞适用于自体移植和组织工程化脂肪组织的构建。研究表明,ASCs 的分化具有高度异质性,但分化的分子基础包括关键调节因子仍有待阐明。
我们对未分化的(ASC-GM 组)和脂肪生成分化的人 ASC(ASC-AD 组,将 ASC 培养在脂肪生成诱导培养基中 1 周)进行了单细胞 RNA 测序和生物信息学分析。然后,我们使用 Western blot、免疫荧光染色、油红 O 染色来验证血清淀粉样蛋白 A1(SAA1)的结果。在这些实验之后,我们下调了 SAA1 基因的表达,以验证 ASCs 的脂肪生成分化能力。
在单细胞 RNA 序列分析中,我们在 ASC-GM 组中获得了 4415 个细胞,在 ASC-AD 组中获得了 4634 个细胞。整合样本细胞可分为 11 个亚群(0-10 簇)。簇 0、2、5 的细胞来自 ASC-GM 组,簇 1、3、7 的细胞来自 ASC-AD 组。簇 4 和 6 的细胞来自 ASC-GM 和 ASC-AD 组。脂肪酸结合蛋白 4、脂肪酸结合蛋白 5、补体因子 D、脂肪酸去饱和酶 1 和胰岛素样生长因子结合蛋白 5 在第 1 类和第 7 类中高表达。炎症反应的调节是排名第一的生物学过程。细胞对外界刺激的反应、防御反应的负调节和急性炎症反应都包含在前 20 个生物学过程中。基于 MCODE 的结果,我们发现 SAA1、C-C 基序趋化因子配体 5(CCL5)和膜联蛋白 A1(ANXA1)在脂肪生成分化过程中表达显著增加。Western blot 和免疫荧光染色结果显示 SAA1 在脂肪生成过程中增加。并且 siSAA1 细胞的 ORO 阳性染色面积明显低于 siControl(阴性对照)细胞。
我们的结果还表明,我们的脂肪生成诱导是成功的,ASCs 的脂肪生成分化存在很大的异质性。基于单细胞 RNA 测序分析,SAA1 与炎症反应的调节参与了 ASCs 的脂肪生成。获得的数据将有助于阐明干细胞分化过程中异质性的内在机制,从而指导成体干细胞的自我更新和分化的调控。