Single-cell RNA-seq analysis reveals the progression of human osteoarthritis

骨关节炎 软骨 软骨细胞 纤维软骨 医学 RNA序列 生物信息学 表型 细胞 再生(生物学) 计算生物学 转录组 基因 细胞生物学 基因表达 病理 生物 遗传学 关节软骨 解剖 替代医学
作者
Quanbo Ji,Yuxuan Zheng,Guoqiang Zhang,Yuqiong Hu,Xiaoying Fan,Yu Hou,Lu Wen,Li Li,Yameng Xu,Yan Wang,Fuchou Tang
出处
期刊:Annals of the Rheumatic Diseases [BMJ]
卷期号:78 (1): 100-110 被引量:440
标识
DOI:10.1136/annrheumdis-2017-212863
摘要

Understanding the molecular mechanisms underlying human cartilage degeneration and regeneration is helpful for improving therapeutic strategies for treating osteoarthritis (OA). Here, we report the molecular programmes and lineage progression patterns controlling human OA pathogenesis using single-cell RNA sequencing (scRNA-seq).We performed unbiased transcriptome-wide scRNA-seq analysis, computational analysis and histological assays on 1464 chondrocytes from 10 patients with OA undergoing knee arthroplasty surgery. We investigated the relationship between transcriptional programmes of the OA landscape and clinical outcome using severity index and correspondence analysis.We identified seven molecularly defined populations of chondrocytes in the human OA cartilage, including three novel phenotypes with distinct functions. We presented gene expression profiles at different OA stages at single-cell resolution. We found a potential transition among proliferative chondrocytes, prehypertrophic chondrocytes and hypertrophic chondrocytes (HTCs) and defined a new subdivision within HTCs. We revealed novel markers for cartilage progenitor cells (CPCs) and demonstrated a relationship between CPCs and fibrocartilage chondrocytes using computational analysis. Notably, we derived predictive targets with respect to clinical outcomes and clarified the role of different cell types for the early diagnosis and treatment of OA.Our results provide new insights into chondrocyte taxonomy and present potential clues for effective and functional manipulation of human OA cartilage regeneration that could lead to improved health.
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