# Deconstructing heterogeneity of replicative senescence in human mesenchymal stem cells at single cell resolution

**Authors:** Atefeh Taherian Fard, Hannah C. Leeson, Julio Aguado, Giovanni Pietrogrande, Dominique Power, Cecilia Gómez-Inclán, Huiwen Zheng, Christopher B. Nelson, Farhad Soheilmoghaddam, Nick Glass, Malindrie Dharmaratne, Ebony R. Watson, Jennifer Lu, Sally Martin, Hilda A. Pickett, Justin Cooper-White, Ernst J. Wolvetang, Jessica C. Mar

PMC · DOI: 10.1007/s11357-023-00829-y · GeroScience · 2023-06-14

## TL;DR

This study uses single-cell analysis to uncover distinct pre-senescent and senescent states in human mesenchymal stem cells during replicative senescence.

## Contribution

The study identifies new pre-senescent and senescent cell states in mesenchymal stem cells and their regulatory gene networks.

## Key findings

- esMSCs transition through newly identified pre-senescent states before entering three distinct senescent states.
- Regulatory gene networks show reduced connectivity and altered gene expression as cells enter senescence.
- The findings reconcile different senescence programs within a single cell type and suggest potential senotherapeutic strategies.

## Abstract

Following prolonged cell division, mesenchymal stem cells enter replicative senescence, a state of permanent cell cycle arrest that constrains the use of this cell type in regenerative medicine applications and that in vivo substantially contributes to organismal ageing. Multiple cellular processes such as telomere dysfunction, DNA damage and oncogene activation are implicated in promoting replicative senescence, but whether mesenchymal stem cells enter different pre-senescent and senescent states has remained unclear. To address this knowledge gap, we subjected serially passaged human ESC-derived mesenchymal stem cells (esMSCs) to single cell profiling and single cell RNA-sequencing during their progressive entry into replicative senescence. We found that esMSC transitioned through newly identified pre-senescent cell states before entering into three different senescent cell states. By deconstructing this heterogeneity and temporally ordering these pre-senescent and senescent esMSC subpopulations into developmental trajectories, we identified markers and predicted drivers of these cell states. Regulatory networks that capture connections between genes at each timepoint demonstrated a loss of connectivity, and specific genes altered their gene expression distributions as cells entered senescence. Collectively, this data reconciles previous observations that identified different senescence programs within an individual cell type and should enable the design of novel senotherapeutic regimes that can overcome in vitro MSC expansion constraints or that can perhaps slow organismal ageing.

The online version contains supplementary material available at 10.1007/s11357-023-00829-y.

## Linked entities

- **Species:** Homo sapiens (taxon 9606)

## Full-text entities

- **Genes:** NT5E (5'-nucleotidase ecto) [NCBI Gene 4907] {aka CALJA, CD73, E5NT, NT, NT5, NTE}, MYC (MYC proto-oncogene, bHLH transcription factor) [NCBI Gene 4609] {aka MRTL, MYCC, bHLHe39, c-Myc}, TXN (thioredoxin) [NCBI Gene 7295] {aka TRDX, TRX, TRX1, TXN1, Trx80}, FGF2 (fibroblast growth factor 2) [NCBI Gene 2247] {aka BFGF, FGF-2, FGFB, HBGF-2}, TERT (telomerase reverse transcriptase) [NCBI Gene 7015] {aka CMM9, DKCA2, DKCB4, EST2, PFBMFT1, TCS1}, GATA4 (GATA binding protein 4) [NCBI Gene 2626] {aka ASD2, TACHD, TOF, VSD1}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, THY1 (Thy-1 cell surface antigen) [NCBI Gene 7070] {aka CD90, CDw90}, Tceal1 (transcription elongation factor A (SII)-like 1) [NCBI Gene 237052] {aka 0610011M09Rik, P21, SIIR, pp21}, CD19 (CD19 molecule) [NCBI Gene 930] {aka B4, CVID3}, SOX10 (SRY-box transcription factor 10) [NCBI Gene 6663] {aka DOM, PCWH, SOX-10, WS2E, WS4, WS4C}, TCEAL7 (transcription elongation factor A like 7) [NCBI Gene 56849] {aka WEX5}, Sox10 (SRY (sex determining region Y)-box 10) [NCBI Gene 20665] {aka Dom, Sox21, gt}, CD14 (CD14 molecule) [NCBI Gene 929], Cdkn2a (cyclin dependent kinase inhibitor 2A) [NCBI Gene 12578] {aka ARF-INK4a, Arf, INK4a-ARF, Ink4a/Arf, MTS1, Pctr1}, G0S2 (G0/G1 switch 2) [NCBI Gene 50486], CD34 (CD34 molecule) [NCBI Gene 947], MCAM (melanoma cell adhesion molecule) [NCBI Gene 4162] {aka CD146, HEMCAM, METCAM, MUC18, MelCAM}, GLB1 (galactosidase beta 1) [NCBI Gene 2720] {aka EBP, ELNR1, MPS4B}, CDKN2A (cyclin dependent kinase inhibitor 2A) [NCBI Gene 1029] {aka ARF, CAI2, CDK4I, CDKN2, CMM2, INK4}, RB1 (RB transcriptional corepressor 1) [NCBI Gene 5925] {aka OSRC, PPP1R130, RB, p105-Rb, p110-RB1, pRb}, CDKN1A (cyclin dependent kinase inhibitor 1A) [NCBI Gene 1026] {aka CAP20, CDKN1, CIP1, MDA-6, P21, SDI1}
- **Diseases:** age-associated diseases (MESH:C564653), hypoxia (MESH:D000860), aneuploidy (MESH:D000782), mesenchymal tumours (MESH:D008637), age-related diseases (MESH:D010024), esMSC (MESH:D002292), inflammation (MESH:D007249), ALT (MESH:C536589), telomere dysfunction (MESH:C536801), progeria (MESH:D011371), WS (MESH:D014898), Schwann's (MESH:D010300), mitochondrial defects (MESH:C565376), tumour (MESH:D009369), senescence- (OMIM:615513), accelerated ageing syndromes (MESH:D015465), DNA damage (MESH:D004266), hypoxic (MESH:D002534)
- **Species:** Mus musculus (house mouse, species) [taxon 10090], Homo sapiens (human, species) [taxon 9606], Rattus norvegicus (brown rat, species) [taxon 10116]
- **Cell lines:** GENEA 22 — Homo sapiens (Human), Embryonic stem cell (CVCL_9010), Genea022 — Homo sapiens (Human), Embryonic stem cell (CVCL_9031), hESCs — Homo sapiens (Human), Telomerase immortalized cell line (CVCL_C464), S2 — Drosophila melanogaster (Fruit fly), Spontaneously immortalized cell line (CVCL_Z232)

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC10828319/full.md

## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC10828319/full.md

## References

54 references — full list in the complete paper: https://tomesphere.com/paper/PMC10828319/full.md

---
Source: https://tomesphere.com/paper/PMC10828319