OBJECTIVE: Recently, several studies have reported that nucleus pulposus (NP) cell ferroptosis plays a key role in IDD. However, the characteristics and molecular mechanisms of cell subsets involved remain unclear. We aimed to define the key factors driving ferroptosis, and the characteristics of ferroptotic NP cells subsets during IDD. METHODS: The accumulation of iron ions in NP tissues of rats caudal intervertebral discs (IVDs) was determined by Prussian blue staining. Fluorescent probe Undecanoyl Boron Dipyrromethene (C11-BODIPY) and lipid peroxidation product 4-Hydroxynonenal (4-HNE) staining were performed to assess lipid peroxidation level of NP cells. The differentially expressed genes in NP tissues with aging were overlapped with FerrDB database to screen ferroptosis driving genes associated with aging-related IDD. In addition, single cell sequencing (ScRNA-seq) was used to map the NP cells, and further identify ferroptotic NP cell subsets, as well as their crucial drivers. Finally, cluster analysis was performed to identify the marker genes of ferroptotic NP cells. RESULTS: Histological staining showed that, compared with 10 months old (10M-old) group, the accumulation of iron ions increased in NP tissues of 20 months old (20M-old) rats, and the level of lipid peroxidation was also enhanced. 15 ferroptosis driving factors related to IDD were selected by cross-enrichment. ScRNA-seq identified 14 subsets in NP tissue cells, among which the number and ratio of 5 subsets was reduced, and the intracellular ferroptosis related signaling pathways were significantly enriched, accompanied by enhanced cell lipid peroxidation. Notably, ranking the up-regulation fold of ferroptosis related genes, we found Atf3 was always present within TOP2 of these five cell subsets, suggests it is the key driving factor in NP cell ferroptosis. Finally, cluster cross-enrichment and fluorescence colocalization analysis revealed that Rps6 +/Cxcl1- was a common molecular feature among the 5 ferroptotic NP cell subsets. CONCLUSIONS: This study reveals that ATF3 is a key driver of NP cell ferroptosis during IDD, and Rps6 +/Cxcl1- is a common molecular feature of ferroptotic NP cell subsets. These findings provide evidence and theoretical support for subsequent targeted intervention of NP cell ferroptosis, as well as provide directions for preventing and delaying IDD.