Related Experiment Video
Updated: Jul 4, 2026

Optical Sectioning and Visualization of the Intervertebral Disc from Embryonic Development to Degeneration
Published on: July 8, 2021
Metabolic Dysregulation of FC3 Fibrochondrocytes via MDH2 Promotes Intervertebral Disc Degeneration
Xingye Li1, Jinbao Tian2, Zhongning Xu3
1Department of Spine Surgery, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China.
Abstract:
Intervertebral disc degeneration (IDD) is a primary cause of chronic low back pain, yet the specific cell subpopulations and metabolic mechanisms driving its progression remain incompletely understood. We performed an integrative analysis of single-cell RNA sequencing (scRNA-seq) and transcriptomic sequencing using public datasets (GSE230809, GSE186542) to characterise cellular heterogeneity in IDD. To elucidate the underlying pathological mechanisms, we employed senescence scoring, transcriptional entropy assessment, pseudotime trajectory inference, and hierarchical weighted gene co-expression network analysis (hdWGCNA). Metabolic pathway activity was evaluated with scMetabolism, and potential therapeutics were screened using the POINT platform. We identified a key fibrochondrocyte subpopulation, FC3, which exhibits high transcriptional entropy and plays a central role in IDD. The FC3 cluster was further resolved into three functional states: fibrotic, proliferative, and metabolic. Pseudotime trajectory inference indicated that FC3 (proliferative) cells potentially represent a progenitor-like state, partitioning toward fibrotic and metabolic lineages. Notably, the FC3 (metabolic) state displayed the lowest senescence score and the highest activity in the tricarboxylic acid (TCA) cycle. Through hdWGCNA and cross-dataset validation, malate dehydrogenase 2 (MDH2) was established as a central hub gene linking TCA cycle activation to the FC3 (metabolic) phenotype. Functional enrichment confirmed MDH2's role in oxidative phosphorylation, fatty acid metabolism, and cellular senescence. Drug screening identified several candidate compounds, including Platycodin D, Irbesartan, and Ergothioneine, whose corresponding targets exhibited specifically enhanced activity within the FC3 (metabolic) subpopulation of degenerated tissues. Our study reveals that metabolic dysregulation in the FC3 fibrochondrocyte subpopulation, driven by aberrant MDH2-mediated TCA cycle activation, is a critical mechanism promoting IDD. These findings highlight the therapeutic targeting value of the FC3 metabolic state and provide specific candidate compounds for the subsequent development of interventions against IDD.
Related Concept Videos
Degenerative Disc Disease I: Introduction
Degenerative Disc Disease ll: Pathophysiology
Cardiomyopathy III: Hypertrophic Cardiomyopathy
Herniated Intervertebral Disc l: Introduction

