Department of Biochemistry and Molecular Biology, Mayo Clinic, Rochester, MN, USA.
J Cachexia Sarcopenia Muscle. 2020 Oct;11(5):1351-1363. doi: 10.1002/jcsm.12596. Epub 2020 Jul 8.
Persistent loss of skeletal muscle mass and function as well as altered fat metabolism are frequently observed in severe sepsis survivors. Studies examining sepsis-associated tissue dysfunction from the perspective of the tissue microenvironment are scarce. In this study, we comprehensively assessed transcriptional changes in muscle and fat at single-cell resolution following experimental sepsis induction.
Skeletal muscle and visceral white adipose tissue from control mice or mice 1 day or 1 month following faecal slurry-induced sepsis were used. Single cells were mechanically and enzymatically prepared from whole tissue, and viable cells were further isolated by fluorescence activated cell sorting. Droplet-based single-cell RNA-sequencing (scRNA-seq; 10× Genomics) was used to generate single-cell gene expression profiles of thousands of muscle and fat-resident cells. Bioinformatics analyses were performed to identify and compare individual cell populations in both tissues.
In skeletal muscle, scRNA-seq analysis classified 1438 single cells into myocytes, endothelial cells, fibroblasts, mesenchymal stem cells, macrophages, neutrophils, T-cells, B-cells, and dendritic cells. In adipose tissue, scRNA-seq analysis classified 2281 single cells into adipose stem cells, preadipocytes, endothelial cells, fibroblasts, macrophages, dendritic cells, B-cells, T-cells, NK cells, and gamma delta T-cells. One day post-sepsis, the proportion of most non-immune cell populations was decreased, while immune cell populations, particularly neutrophils and macrophages, were highly enriched. Proportional changes of endothelial cells, neutrophils, and macrophages were validated using faecal slurry and cecal ligation and puncture models. At 1 month post-sepsis, we observed persistent enrichment/depletion of cell populations and further uncovered a cell-type and tissue-specific ability to return to a baseline transcriptomic state. Differential gene expression analyses revealed key genes and pathways altered in post-sepsis muscle and fat and highlighted the engagement of infection/inflammation and tissue damage signalling. Finally, regulator analysis identified gonadotropin-releasing hormone and Bay 11-7082 as targets/compounds that we show can reduce sepsis-associated loss of lean or fat mass.
These data demonstrate persistent post-sepsis muscle and adipose tissue disruption at the single-cell level and highlight opportunities to combat long-term post-sepsis tissue wasting using bioinformatics-guided therapeutic interventions.
严重脓毒症幸存者常出现骨骼肌质量和功能持续丧失以及脂肪代谢改变。从组织微环境的角度研究脓毒症相关组织功能障碍的研究较少。在这项研究中,我们在单细胞分辨率下全面评估了实验性脓毒症诱导后肌肉和脂肪的转录变化。
使用对照小鼠或粪便浆诱导脓毒症后 1 天或 1 个月的小鼠的骨骼肌和内脏白色脂肪组织。通过机械和酶解从整个组织中制备单细胞,并通过荧光激活细胞分选进一步分离活细胞。基于液滴的单细胞 RNA 测序(scRNA-seq;10× Genomics)用于生成数千个肌肉和脂肪驻留细胞的单细胞基因表达谱。进行生物信息学分析以鉴定和比较两种组织中的单个细胞群体。
在骨骼肌中,scRNA-seq 分析将 1438 个单细胞分为肌细胞、内皮细胞、成纤维细胞、间充质干细胞、巨噬细胞、中性粒细胞、T 细胞、B 细胞和树突状细胞。在脂肪组织中,scRNA-seq 分析将 2281 个单细胞分为脂肪干细胞、前脂肪细胞、内皮细胞、成纤维细胞、巨噬细胞、树突状细胞、B 细胞、T 细胞、自然杀伤细胞和γδ T 细胞。脓毒症后 1 天,大多数非免疫细胞群体的比例降低,而免疫细胞群体,特别是中性粒细胞和巨噬细胞,高度富集。使用粪便浆和盲肠结扎穿刺模型验证了内皮细胞、中性粒细胞和巨噬细胞的比例变化。脓毒症后 1 个月,我们观察到细胞群体持续富集/耗竭,并进一步发现了一种细胞类型和组织特异性的能力,可以恢复到基线转录组状态。差异基因表达分析揭示了脓毒症后肌肉和脂肪中改变的关键基因和途径,并强调了感染/炎症和组织损伤信号的参与。最后,调节剂分析确定促性腺激素释放激素和 Bay 11-7082 为我们证明可以减少脓毒症相关瘦肉或脂肪量损失的靶标/化合物。
这些数据表明,在单细胞水平上持续存在脓毒症后肌肉和脂肪组织破坏,并强调了使用基于生物信息学的治疗干预措施来对抗长期脓毒症后组织消耗的机会。