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. 2021 Mar 29;44(3):136–145. doi: 10.14348/molcells.2021.2239

Table 4.

Single organ scRNA-seq studies (in vivo, senescence non-specific)

Enge et al. (2017) Hammond et al. (2019) Yi et al. (2020) Zheng et al. (2020) De Micheli et al. (2020) Zou et al. (2021)
Species Human Mouse Human, primate Human Human Human
Organ Pancreas Brain (microglia) Retina Peripheral blood mononuclear cells (PBMCs) Muscle Eyelid skin
Age Juvenile (1 mo, 5 y, 6 y), young adult (21 y, 22 y), adult/middle aged (38 y, 44 y, 54 y) Embryonic day 14.5 (E14.5), early postnatal day 4/5 (P4/P5),
late juvenile stage (P30),
adulthood (P100),
old age (P540),
injury (P100)
Human: infant (8 days), adult (35-87 y)
Macaque: juvenile (2 y), adults (4-23 y)
Cohort-1: young healthy adults (YA) (20-45 y), aged healthy adults (AA) (≥ 60 y)
Cohort-2: comprising young adults (30-45 y) (YH), aged healthy adults (AH) (≥ 60 y), young COVID-19 onset patients (30-50 y), aged COVID-19 onset patients (≥ 70 y)
Cohort-3: comprising YH AH, young recovered COVID-19 patients, aged recovered COVID-19 patients
Donors (range, 41-81 y) Young, middle aged, old*
Method Smart-seq2 10× Genomics 10× Genomics 10× Genomics 10× Genomics 10× Genomics
Capture format Plate Droplets Droplets Droplets Droplets Droplets
Transcript coverage Full length 3’ end 3’ end 5’ end 3’ end 3’ end
No. of cells 2,544 76,149 119,520 166,609 Over 22,000 35,678
Remark An age-dependent mutational signature of endocrine cells is attributed to guanine oxidation selectively induced by reactive oxygen species. Two microglia clusters are enriched in aging mice; one clustered has 2-4 times more microglia expressing inflammatory signals, such as Ccl4, Il1b, and Ccr5. Human retinal aging occurs in the foveal region earlier. MYO9A rods and the horizontal cell subtype, reduced in aging retina, are vulnerable to aging. Age-induced immune cell polarization and expression of inflammation-related genes, such as FOS, DUSP1, IL1B, and cellular senescence-related genes, such as the CDKN family, are associated with vulnerability to COVID-19. The muscle stem/progenitor cell (MuSC) population consists of MuSC1 and MuSC2 subpopulations. MuSC2 is enriched for inflammation markers, including CCL2, CXCL1, IL32, and TNFRSF12/FN14, that may constitute a marker set for MuSC variation in chronic muscle inflammation. The cell-type specific downregulation of key TFs, such as KLF6 in keratinocytes and HES1 in dermal fibroblast, promote senescence phenotypes including increased SA-β-gal-positive cells and increased inflammation.

*Specific ages are not defined.