Collections / Spatial mapping of RNA turnover kinetics in the mouse brain [Spatial NT-seq]

Spatial mapping of RNA turnover kinetics in the mouse brain [Spatial NT-seq]

Gene regulation requires coordinated control of RNA synthesis and degradation, yet measuring RNA turnover across intact tissues remains challenging. Here we present spatial NT-seq, a method that combines transgenesis-free metabolic RNA labeling with in situ chemical recoding on spatial transcriptomics platforms to co-map newly synthesized and pre-existing RNAs. Applying spatial NT-seq to the mouse brain reveals pronounced regional heterogeneity in RNA turnover and identifies the dentate gyrus as a spatial hotspot marked by coordinated up-regulation of basal RNA synthesis and decay. Moreover, spatial NT-seq uncovers rapid, brain region-specific transcriptional and post-transcriptional responses to electroconvulsive stimulation, a clinically relevant treatment for refractory depression. Finally, we leverage computational modeling to identify sequence features and post-transcriptional regulators that shape transcriptome-wide mRNA stability across spatial and cellular contexts in the mouse brain. Together, this integrated “in vivo Timescope” framework provides a spatially resolved view of RNA turnover kinetics and reveals the regulatory architecture of RNA stability in vivo.

Datasets19
Size~858 MB
AssayVisium
Samplemouse · brain
KindTime course
Flag a data issue
PMID:42675226 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("geo-gse249403")
cohort.members        # the 19 datasets as a table

print(cohort.licenses())              # check the terms before you download

sdatas = cohort.to_dict()             # {uid: SpatialData}, cached locally
# or keep the .zarr files in a folder of your choice:
# sdatas = cohort.to_dict(dest="data/")
Python · lamindb

Needs pip install lamindb and network access to the Lamin database, which is limited during the alpha. If it fails, use the Client tab.

import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
coll = db.Collection.get(key="geo-gse249403")
coll.ordered_artifacts.to_dataframe()   # the 19 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]
Shell
# sddb client: download every member .zarr into data/
sddb-cli download --collection geo-gse249403 --dest data/

Licenses: 19 NCBI GEO policy

Open in Vitessce
Visium
Mouse brain
GSM7946802
mouse brain 43.2 MB 2,692 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size43.2 MB
Spots2,692
Magnificationother · 3.636 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946804
mouse brain 45.9 MB 2,558 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size45.9 MB
Spots2,558
Magnificationother · 3.633 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946820
mouse brain 47.4 MB 2,930 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size47.4 MB
Spots2,930
Magnificationother · 3.637 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946801
mouse brain 44.4 MB 2,664 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size44.4 MB
Spots2,664
Magnificationother · 3.637 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946814
mouse brain 38.9 MB 2,494 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size38.9 MB
Spots2,494
Magnificationother · 3.444 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946808
mouse brain 43.8 MB 2,874 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size43.8 MB
Spots2,874
Magnificationother · 3.446 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Visium
Mouse brain
GSM7946816
mouse brain 49.4 MB 3,009 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size49.4 MB
Spots3,009
Magnificationother · 3.636 µm/px
bronze H&E NCBI GEO policy
Open in Vitessce
Visium
Mouse brain
GSM7946813
mouse brain 41.4 MB 2,508 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size41.4 MB
Spots2,508
Magnificationother · 3.445 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946815
mouse brain 44.4 MB 2,978 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size44.4 MB
Spots2,978
Magnificationother · 3.445 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946812
mouse brain 52.0 MB 3,003 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size52.0 MB
Spots3,003
Magnificationother · 3.639 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946817
mouse brain 36.6 MB 2,377 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size36.6 MB
Spots2,377
Magnificationother · 3.444 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946805
mouse brain 51.0 MB 2,958 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size51.0 MB
Spots2,958
Magnificationother · 3.442 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946811
mouse brain 44.4 MB 2,932 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size44.4 MB
Spots2,932
Magnificationother · 3.448 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946818
mouse brain 44.2 MB 2,441 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size44.2 MB
Spots2,441
Magnificationother · 3.445 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946807
mouse brain 46.5 MB 2,905 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size46.5 MB
Spots2,905
Magnificationother · 3.446 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946809
mouse brain 45.6 MB 2,924 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size45.6 MB
Spots2,924
Magnificationother · 3.639 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946819
mouse brain 45.0 MB 2,819 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size45.0 MB
Spots2,819
Magnificationother · 3.446 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946806
mouse brain 48.4 MB 2,816 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size48.4 MB
Spots2,816
Magnificationother · 3.442 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM7946803
mouse brain 45.6 MB 2,587 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuebrain
Size45.6 MB
Spots2,587
Magnificationother · 3.636 µm/px
bronze H&E NCBI GEO policy Open in Vitessce

Cite this collection

doi.org/10.1038/s41593-026-02420-y ↗
BibTeX
@article{Qiu_2026,
  title = {Spatial mapping of RNA turnover kinetics in the mouse brain},
  ISSN = {1546-1726},
  url = {http://dx.doi.org/10.1038/s41593-026-02420-y},
  DOI = {10.1038/s41593-026-02420-y},
  journal = {Nature Neuroscience},
  publisher = {Springer Science and Business Media LLC},
  author = {Qiu, Qi and Zhang, Hongjie and Xia, Zijie and Gao, William and Leu, Julia I. and Liang, Dongming and Li, Ying and Li, Fan and Su, Yijing and Feierman, Emily and Van Horn, Erin and Ming, Guo-li and Korb, Erica and Song, Hongjun and Zhou, Zhaolan and Wu, Hao},
  year = {2026},
  month = Aug
}