Collections / Rhythmic nephron formation in the developing kidney

Rhythmic nephron formation in the developing kidney

The mammalian kidney achieves massive parallelization of function by exponentially duplicating nephron-forming niches during development. Each niche caps a tip of the ureteric bud epithelium (the future urinary collecting duct tree) as it undergoes branching morphogenesis, while nephron progenitors within niches balance self-renewal and differentiation to early nephron cells. Nephron formation rate approximately matches branching rate over a large fraction of mouse gestation, yet the nature of this apparent pace-maker is unknown. Here we correlate spatial transcriptomics data with branching ‘life-cycle’ to discover rhythmically alternating signatures of nephron progenitor differentiation and renewal across Wnt, Hippo/Yap, retinoic acid (RA), and other pathways. Our data bring temporal resolution to the renewal vs. differentiation balance in the nephrogenic niche and inform new strategies to achieve self-sustaining nephron formation in synthetic human kidney tissues.

Datasets11
Size~128 GB
Assay10x Xenium
Samplemultiple · kidney
KindOther
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE315435 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse315435")
coll.ordered_artifacts.df()                 # the 11 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
10x Xenium
Human kidney
GSM9428111
human kidney 15 GB 433,710 obs silver NCBI GEO policy
Technology10x Xenium
Organismhuman
Tissuekidney
Size15 GB
Obs433,710
silver NCBI GEO policy Open in Vitessce
Open in Vitessce
10x Xenium
Mouse kidney
GSM9428103
mouse kidney 14 GB 329,957 obs silver NCBI GEO policy
Technology10x Xenium
Organismmouse
Tissuekidney
Size14 GB
Obs329,957
silver NCBI GEO policy Open in Vitessce
Open in Vitessce
10x Xenium
Mouse kidney
GSM9428104
mouse kidney 4.7 GB 111,807 obs silver NCBI GEO policy
Technology10x Xenium
Organismmouse
Tissuekidney
Size4.7 GB
Obs111,807
silver NCBI GEO policy Open in Vitessce
Open in Vitessce
10x Xenium
Mouse kidney
GSM9428106
mouse kidney 14 GB 328,589 obs silver NCBI GEO policy
Technology10x Xenium
Organismmouse
Tissuekidney
Size14 GB
Obs328,589
silver NCBI GEO policy Open in Vitessce
Open in Vitessce
10x Xenium
Human kidney
GSM9428109
human kidney 13 GB 288,214 obs silver NCBI GEO policy
Technology10x Xenium
Organismhuman
Tissuekidney
Size13 GB
Obs288,214
silver NCBI GEO policy Open in Vitessce
Open in Vitessce
10x Xenium
Human kidney
GSM9428108
human kidney 6.8 GB 188,382 obs silver NCBI GEO policy
Technology10x Xenium
Organismhuman
Tissuekidney
Size6.8 GB
Obs188,382
silver NCBI GEO policy Open in Vitessce
Open in Vitessce
10x Xenium
Mouse kidney
GSM9428105
mouse kidney 13 GB 304,788 obs silver NCBI GEO policy
Technology10x Xenium
Organismmouse
Tissuekidney
Size13 GB
Obs304,788
silver NCBI GEO policy Open in Vitessce
Open in Vitessce
10x Xenium
Mouse kidney
GSM9428101
mouse kidney 9.4 GB 172,225 obs silver NCBI GEO policy
Technology10x Xenium
Organismmouse
Tissuekidney
Size9.4 GB
Obs172,225
silver NCBI GEO policy Open in Vitessce
Open in Vitessce
10x Xenium
Human kidney
GSM9428110
human kidney 11 GB 295,662 obs silver NCBI GEO policy
Technology10x Xenium
Organismhuman
Tissuekidney
Size11 GB
Obs295,662
silver NCBI GEO policy Open in Vitessce
Open in Vitessce
10x Xenium
Human kidney
GSM9428107
human kidney 13 GB 338,916 obs silver NCBI GEO policy
Technology10x Xenium
Organismhuman
Tissuekidney
Size13 GB
Obs338,916
silver NCBI GEO policy Open in Vitessce
Open in Vitessce
10x Xenium
Mouse kidney
GSM9428102
mouse kidney 13 GB 244,107 obs silver NCBI GEO policy
Technology10x Xenium
Organismmouse
Tissuekidney
Size13 GB
Obs244,107
silver NCBI GEO policy Open in Vitessce

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