Fumarate-associated immunometabolic network in Periodontitis revealed by integrated transcriptomic and single-cell

Rongpeng Liu1,2, Jinfeng Lv1, Yao Zeng1

  • 1Chongqing Academy of Animal Sciences, Chongqing, China.

Plos One
|August 5, 2026
PubMed
Summary

This study reveals fumarate-associated immune signatures in periodontitis, identifying key genes like C3 and CXCR4. These findings offer potential diagnostic markers and therapeutic targets for gum disease.

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