Single nuclei profiling identifies cell specific markers of skeletal muscle aging, frailty, and senescence.

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Updated May 29, 2026

Aging is accompanied by a loss of muscle mass and function, termed sarcopenia, which causes numerous morbidities and economic burdens in human populations. Mechanisms implicated in age-related sarcopenia or frailty include inflammation, muscle stem cell depletion, mitochondrial dysfunction, and loss of motor neurons, but whether there are key drivers of sarcopenia are not yet known. To gain deeper insights into age-related muscle loss, we performed transcriptome profiling on lower limb muscle biopsies from 72 young, elderly, and frail human subjects using bulk RNA-seq (N = 72) and single-nuclei RNA-seq (N = 17). This combined approach revealed changes in gene expression that occur with age and frailty in multiple cell types comprising mature skeletal muscle. Notably, we found increased expression of the genes MYH8 and PDK4, and decreased expression of the gene IGFN1, in aged muscle. We validated several key genes changes in fixed human muscle tissue using digital spatial profiling. We also identified a small population of nuclei that express CDKN1A, present only in aged samples, consistent with p21cip1-driven senescence in this subpopulation. Overall, our findings identify unique cellular subpopulations in aged and sarcopenic skeletal muscle, which will facilitate the development of new therapeutic strategies to combat age-related frailty.

Simon MelovBuck Institute for Research on Agingsmelov@buckinstitute.org
Kevin Perez1
Serban Ciotlos1
Julia McGirr1
Chandani Limbad1
Ryosuke Doi1
Joshua P Nederveen2
Mats I Nilsson3
Daniel A Winer1
William Evans4
Mark Tarnopolsky2
Judith Campisi1
Simon Melov1
1Buck Institute for Research on Aging
2McMaster University
3Exerkine Corporation
4University of California, Berkeley
Ida Zucchi

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Atlas

MusculoskeletalMSK v1.0

Analysis Portals

None

Project Label

AgingFrailtySenescencePerez10x

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

Muscle organ

Organ Part

Vastus lateralis

Selected Cell Types

Unspecified

Disease Status (Specimen)

normal

Disease Status (Donor)

normal

Development Stage

human adult stage

Library Construction Method

10x 5' v1

Nucleic Acid Source

single nucleus

Paired End

false

Analysis Protocol

raw_matrix_generation

File Format

4 file formats

Cell Count Estimate

143.1k

Donor Count

17
csv.gz17 file(s)fastq.gz34 file(s)h5.gz17 file(s)xlsx1 file(s)