Systematic identification of single transcription factor perturbations that drive cellular and tissue rejuvenation

J Janine Sengstack (Department of Biochemistry and Biophysics, University of California) J Jiashun Zheng (Department of Biochemistry and Biophysics, University of California) T Turan Aghayev (Department of Anatomy, University of California) G Gregor Bieri (Department of Anatomy, University of California) M Michael Mobaraki (Department of Biochemistry and Biophysics, University of California) J Jue Lin (Department of Biochemistry and Biophysics, University of California) C Changhui Deng (Department of Biochemistry and Biophysics, University of California) S Saul A. Villeda (Department of Anatomy and Bakar Aging Research Institute, University of California) H Hao Li

Abstract

Cellular rejuvenation through transcriptional reprogramming is an exciting approach to counter aging. Using a fibroblast-based model of human cell aging and Perturb-seq screening, we developed a systematic approach to identify single transcription factor (TF) perturbations that promote rejuvenation without dedifferentiation. Overexpressing E2F3 or EZH2, and repressing STAT3 or ZFX, reversed cellular hallmarks of aging—increasing proliferation, proteostasis, and mitochondrial activity, while decreasing senescence. EZH2 overexpression in vivo rejuvenated livers in aged mice, reversing aging-associated gene expression profiles, decreasing steatosis and fibrosis, and improving glucose tolerance. Mechanistically, single TF perturbations led to convergent downstream transcriptional programs conserved in different aging and rejuvenation models. These results suggest a shared set of molecular requirements for cellular and tissue rejuvenation across species.

Article Details

Volume / Issue Vol. 123, Issue 2
Published January 13, 2026
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (9)

J

Janine Sengstack

Department of Biochemistry and Biophysics, University of California

J

Jiashun Zheng

Department of Biochemistry and Biophysics, University of California

T

Turan Aghayev

Department of Anatomy, University of California

G

Gregor Bieri

Department of Anatomy, University of California

M

Michael Mobaraki

Department of Biochemistry and Biophysics, University of California

J

Jue Lin

Department of Biochemistry and Biophysics, University of California

C

Changhui Deng

Department of Biochemistry and Biophysics, University of California

S

Saul A. Villeda

Department of Anatomy and Bakar Aging Research Institute, University of California

H

Hao Li