Trujillo-Viera Jonathan, Wittmann Mona C, Lam Daniel, Shen Yang, Ghosh Adhideb, Noé Falko, Hoffmann Anne, Viollet Coralie, Dick Alec, Blüher Matthias, Zhong Jiawei, Massier Lucas, Wolfrum Christian, Klein Holger, Neubauer Heike, Hamilton Bradford
Cardio Metabolic Diseases Research, Boehringer Ingelheim Pharma GmbH & Co KG, Biberach an der Riß, Germany.
Global Computational Biology and Digital Sciences, Boehringer Ingelheim Pharma GmbH and Co. KG, Biberach an der Riß, Germany.
Mol Metab. 2025 Jul;97:102161. doi: 10.1016/j.molmet.2025.102161. Epub 2025 May 8.
The cellular composition and functionality of adipose tissue are key determinants of metabolic diseases associated with adipose tissue dysregulation, such as obesity. We hypothesized that distinct subpopulations with unique gene expression profiles and functional characteristics exist within human adipocytes.
Dedifferentiated adipocytes (DFAT), obtained by ceiling culture of human adipocytes, were analyzed using single-cell RNA sequencing (10x Genomics). Clustering analysis identified one subpopulation with a particular gene signature containing muscle cell genes which was further characterized by bulk-sequencing and analyzed alongside different cohorts of human adipose tissue.
This subpopulation, named cluster 7 (C7), was isolated by FACS using two specific surface markers: cluster of differentiation 36 (CD36) and melanoma cell adhesion molecule (MCAM/CD146). Upon differentiation into adipocytes, the FACS-isolated CD36+/CD146+ cells (C7∗) showed an increased oxygen consumption rate compared to CD36-/CD146-cells (control cells) and non-sorted cells. Bulk RNA-sequencing revealed important pathways regulated in the differentiated C7∗ subpopulation that may contribute to its increased metabolic activity. Furthermore, the relative abundance of this specific cluster varied across eleven different human donors, demonstrating an inverse correlation between the proportion of C7∗ cells and the body mass index (BMI) of the respective donor. Importantly, a subset of genes regulated within this subpopulation also correlates with clinically relevant metabolic parameters, including weight, BMI, glycated hemoglobin, and plasma insulin, when analyzed alongside the gene expression of a large cohort of human subcutaneous adipose tissue (1759 donors).
Our results not only characterize DFAT cells derived from human adipose tissue, but also identify a specific subpopulation with increased energy expenditure that may play a role in body weight control. Future efforts to identify possible therapeutic targets or to promote the enrichment or activation of these energy-burning cells in adipose tissue might be useful in the field of cardiometabolic diseases.
脂肪组织的细胞组成和功能是与脂肪组织失调相关的代谢性疾病(如肥胖症)的关键决定因素。我们推测人类脂肪细胞中存在具有独特基因表达谱和功能特征的不同亚群。
通过人脂肪细胞的悬浮培养获得去分化脂肪细胞(DFAT),使用单细胞RNA测序(10x基因组学)进行分析。聚类分析确定了一个具有特定基因特征且包含肌肉细胞基因的亚群,通过大量测序对其进行进一步表征,并与不同的人类脂肪组织队列一起进行分析。
这个名为簇7(C7)的亚群通过荧光激活细胞分选(FACS)使用两种特定表面标志物分离出来:分化簇36(CD36)和黑色素瘤细胞粘附分子(MCAM/CD146)。在分化为脂肪细胞后,FACS分离的CD36+/CD146+细胞(C7∗)与CD36-/CD146-细胞(对照细胞)和未分选细胞相比,显示出更高的氧消耗率。大量RNA测序揭示了在分化的C7∗亚群中受到调控的重要途径,这些途径可能有助于其代谢活性的增加。此外,这个特定簇的相对丰度在11个不同的人类供体中有所不同,表明C7∗细胞的比例与相应供体的体重指数(BMI)呈负相关。重要的是,当与一大群人类皮下脂肪组织(1759名供体)的基因表达一起分析时,该亚群中调控的一部分基因也与临床相关的代谢参数相关,包括体重、BMI、糖化血红蛋白和血浆胰岛素。
我们的结果不仅表征了源自人类脂肪组织的DFAT细胞,还鉴定出一个能量消耗增加的特定亚群,该亚群可能在体重控制中发挥作用。未来识别可能的治疗靶点或促进这些脂肪组织中耗能细胞的富集或激活的努力可能在心脏代谢疾病领域有用。