Collections / Human and Murine Kidneys Contain Transcriptionally and Spatially Orthologous Resident Macrophage Subpopulations in Acute Kidney Injury

Human and Murine Kidneys Contain Transcriptionally and Spatially Orthologous Resident Macrophage Subpopulations in Acute Kidney Injury

Acute kidney injury (AKI) is a major health burden in the United States. Macrophages have been shown to mediate AKI in murine models. Murine kidneys contain multiple subpopulations of kidney resident macrophages (KRM) that are transcriptionally and spatially distinct. We hypothesized the human kidney contains orthologous KRM subpopulations, both transcriptionally and spatially. We utilized kidney sections from donors diagnosed with mild to moderate AKI in order to increase the translatability of murine research to clinical settings. We used spatial transcriptomics and single cell RNA sequencing to identify five distinct human KRM subpopulations. Using the AddModuleScore function in Seurat, we were able to compare the murine KRM transcriptional profiles from pre and post-AKI to the human KRM subpopulations. As a result, we identified four  orthologous to known murine KRM subpopulations. The remaining population was identified in the kidney cortex and expresses a profile similar to activate microglia, the resident macrophage population in the brain. Again, we used AddModuleScore to determine a set of marker genes that will allow for the identification of KRM subsets across species and injury.

Datasets2
Size~55 MB
AssayVisium
Samplehuman · kidney
KindOther
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE226533 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse226533")
coll.ordered_artifacts.df()                 # the 2 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]

# …or load each straight into memory as a SpatialData object:
sdatas = {a.key: sd.read_zarr(a.cache()) for a in coll.ordered_artifacts.all()}
Open in Vitessce
Visium
Human kidney
GSM7078497
human kidney acute kidney failure 21 MB 4,237 obs silver H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionacute kidney failure
Size21 MB
Obs4,237
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7078498
human kidney acute kidney failure 34 MB 4,059 obs silver H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionacute kidney failure
Size34 MB
Obs4,059
silver H&E Open in Vitessce

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