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<p>Microglia play a central regulatory role in neuroinflammation and metabolic disturbances during the subacute phase of traumatic brain injury (TBI). PANoptosis and metabolic cell death are key drivers of TBI pathological progression; however, the key regulatory genes governing these processes within microglia remain unclear. Bulk and single-cell RNA-seq datasets from mice with subacute TBI were retrieved from the NCBI GEO database. Seven hub genes associated with PANoptosis and metabolic cell death were identified through weighted gene co-expression network analysis (WGCNA) and maximum group centricity (MCC) algorithms. The occurrence of PANoptosis and metabolic cell death, was validated in a controlled cortical impact (CCI) mouse model. ChEA3 predicted that Batf and Irf8 are common transcription factors regulating these hub genes. Their binding conformations were validated using both AlphaFold3 and electrophoretic mobility shift assay (EMSA), suggesting that hub genes across distinct cell death pathways may be co-regulated. Single-cell RNA-seq data revealed differential expression of the hub genes Lgals3, Gbp2, Capg, and Timp1 in microglia. Monocle2 was used to analyze microglial developmental trajectories, and metabolic flux algorithms were applied to predict metabolic states. Integrated multidimensional evidence ultimately identified the disease-associated microglial subset MG3. Experimental evidence confirmed that these four hub genes are upregulated in microglia, with Lgals3 and Capg exhibiting distinct expression levels across different cell death modalities. These results suggest the potential existence of shared nodal molecules that interconnect metabolic cell death and PANoptosis, thereby providing new potential therapeutic targets for TBI that warrant further investigation.</p>

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Decoding microglial metabolic cell death and PANoptosis hub genes in subacute phase of traumatic brain injury: a multi-omics and experimental validation study

  • 期刊论文

  • 发表日期：

    2026年3月19日

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  • Zhe Wu,
  • Bao-ya Yang,
  • Jin-qing Lai,
  • Shi-hong Lin,
  • Long Lin,
  • Jian-long Chen,
  • Jia-xiang Pan,
  • Yao-xin Ruan,
  • Xiang-rong Chen

摘要

Microglia play a central regulatory role in neuroinflammation and metabolic disturbances during the subacute phase of traumatic brain injury (TBI). PANoptosis and metabolic cell death are key drivers of TBI pathological progression; however, the key regulatory genes governing these processes within microglia remain unclear. Bulk and single-cell RNA-seq datasets from mice with subacute TBI were retrieved from the NCBI GEO database. Seven hub genes associated with PANoptosis and metabolic cell death were identified through weighted gene co-expression network analysis (WGCNA) and maximum group centricity (MCC) algorithms. The occurrence of PANoptosis and metabolic cell death, was validated in a controlled cortical impact (CCI) mouse model. ChEA3 predicted that Batf and Irf8 are common transcription factors regulating these hub genes. Their binding conformations were validated using both AlphaFold3 and electrophoretic mobility shift assay (EMSA), suggesting that hub genes across distinct cell death pathways may be co-regulated. Single-cell RNA-seq data revealed differential expression of the hub genes Lgals3, Gbp2, Capg, and Timp1 in microglia. Monocle2 was used to analyze microglial developmental trajectories, and metabolic flux algorithms were applied to predict metabolic states. Integrated multidimensional evidence ultimately identified the disease-associated microglial subset MG3. Experimental evidence confirmed that these four hub genes are upregulated in microglia, with Lgals3 and Capg exhibiting distinct expression levels across different cell death modalities. These results suggest the potential existence of shared nodal molecules that interconnect metabolic cell death and PANoptosis, thereby providing new potential therapeutic targets for TBI that warrant further investigation.