bioRxivMolecular BiologyPreprint
Aging in Fast-Forward: An Inducible SIRT6 Deficiency model as a Lens on Brain Aging and Neurodegeneration
Yuval Rabuah, Dmitrii SmirnoviD, Songchen Yang, Daniel SteiniD, Zeev Slobodnik, Ekaterina EremenkoiD, Shai Kaluski, Monica Einav, Ekaterina E. KhrameevaiD, Debra ToiberiD
Abstract
Aging and neurodegeneration occur gradually, making in vitro modeling challenging and costly. We generated a time-resolved, reversible neuron-like aging model by gradually depleting SIRT6. Within three weeks, their transcriptomes recapitulated brain-aging signatures and hallmarks. RNA-seq revealed clusters of nonlinear changes and predicted oscillatory DNA-damage and apoptotic programs, allowing stress response and adaptation. SIRT6 loss led to nuclear envelope breakdown and micronuclei accumulation, resembling accelerated-aging phenotypes. Some defects could be rescued by re-expressing SIRT6. As a tool for discovery, we uncovered disrupted nucleocytoplasmic transport as an aging pathway shared with neurodegenerative disorders. When SIRT6 depletion reached 30 days, transcriptional changes correlated with those in Alzheimers patients, but reversed after SIRT6 re-expression. Pathways associated with shSIRT6 and healthy aging became anticorrelated with AD, pointing to critical signatures. Our affordable and easy-to-use model captures key molecular features of aging, distinguishes physiological from disease-linked changes, and accelerates mechanistic discovery in a controllable, neuron-based system. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=140 SRC="FIGDIR/small/705977v1_ufig1.gif" ALT="Figure 1"> View larger version (38K): org.highwire.dtl.DTLVardef@181c9d1org.highwire.dtl.DTLVardef@1e8be3dorg.highwire.dtl.DTLVardef@121d345org.highwire.dtl.DTLVardef@1b5589e_HPS_FORMAT_FIGEXP M_FIG O_FLOATNOGraphical Abstract:C_FLOATNO A Novel Reversible Cellular Model of Gradual SIRT6 Decline Reveals Transcriptomic Transitions from Aging to Neurodegeneration. (1) We developed a neuron-like cellular system with gradual, inducible SIRT6 depletion to mimic the aging process. The model enables: (2) Recapitulation of hallmark features of aging, including genomic instability, cellular stress, and nuclear integrity loss. (3) Identification of novel SIRT6-regulated pathways, including impaired nucleocytoplasmic transport. (4) Clustering of dynamic, non-linear gene expression trajectories. (5) Distinction between reversible and irreversible changes following SIRT6 re-expression. (6) Transcriptomic comparison with human brain aging and AD revealing divergence points between healthy and pathological aging. C_FIG
- organism: human
- assay: bulk RNA-seq
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 0
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