Collections / Spatial and single cell transcriptomics in the human Entorhinal Cortex across diverse risk of Alzheimer’s disease [Visium]

Spatial and single cell transcriptomics in the human Entorhinal Cortex across diverse risk of Alzheimer’s disease [Visium]

We present the first spatially-resolved transcriptomics and single-nucleus RNA-sequencing integrated dataset from the entorhinal cortex (ERC) of postmortem human brain donors. ERC is implicated in early progression of Alzheimer’s Disease (AD) and we chose this brain region to study gene expression changes associated with AD risk by comparing APOE E2 and E4 allele carriers. Donors with no AD diagnosis or widespread neurodegeneration were exclusively selected. As AD risk is increased in African Ancestry in contrast to European Ancestry backgrounds, and AD risk is also increased in women compared to men, our dataset included donors from these different backgrounds. We identified a pre-myleinating oligodendrocyte sub-cluster with transcriptomic changes strongly associated with APOE E4 carriers. These changes were present in both ancestry backgrounds, although they were more pronounced in African Ancestry donors. To facilitate future studies based on this dataset, we provided the raw and processed data, and created interactive web applications.

Datasets31
Size~989 MB
AssayVisium
Samplehuman · entorhinal cortex
KindOther
Flag a data issue
PMID:41332786 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("geo-gse307990")
cohort.members        # the 31 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-gse307990")
coll.ordered_artifacts.to_dataframe()   # the 31 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-gse307990 --dest data/

Licenses: 31 NCBI GEO policy

Open in Vitessce
Visium
Human entorhinal cortex
GSM9235051
human entorhinal cortex 42.4 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size42.4 MB
Spots4,992
Magnificationother · 4.186 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235059
human entorhinal cortex 31.7 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size31.7 MB
Spots4,992
Magnificationother · 4.084 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235055
human entorhinal cortex 32.3 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size32.3 MB
Spots4,992
Magnificationother · 3.774 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235054
human entorhinal cortex 35.2 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size35.2 MB
Spots4,992
Magnificationother · 4.117 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235045
human entorhinal cortex 17.1 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size17.1 MB
Spots4,992
Magnificationother · 4.359 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235057
human entorhinal cortex 12.4 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size12.4 MB
Spots4,992
Magnificationother · 3.942 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235031
human entorhinal cortex 42.5 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size42.5 MB
Spots4,992
Magnificationother · 4.120 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235038
human entorhinal cortex 34.6 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size34.6 MB
Spots4,992
Magnificationother · 4.271 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235058
human entorhinal cortex 18.0 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size18.0 MB
Spots4,992
Magnificationother · 4.085 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235037
human entorhinal cortex 32.8 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size32.8 MB
Spots4,992
Magnificationother · 4.274 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235046
human entorhinal cortex 31.2 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size31.2 MB
Spots4,992
Magnificationother · 4.220 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235053
human entorhinal cortex 40.4 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size40.4 MB
Spots4,992
Magnificationother · 4.186 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235060
human entorhinal cortex 16.2 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size16.2 MB
Spots4,992
Magnificationother · 4.089 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235044
human entorhinal cortex 23.1 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size23.1 MB
Spots4,992
Magnificationother · 4.361 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235036
human entorhinal cortex 30.6 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size30.6 MB
Spots4,992
Magnificationother · 4.274 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235056
human entorhinal cortex 29.8 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size29.8 MB
Spots4,992
Magnificationother · 3.945 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235050
human entorhinal cortex 45.1 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size45.1 MB
Spots4,992
Magnificationother · 4.190 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235041
human entorhinal cortex 41.9 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size41.9 MB
Spots4,992
Magnificationother · 4.447 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235043
human entorhinal cortex 20.7 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size20.7 MB
Spots4,992
Magnificationother · 4.357 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235048
human entorhinal cortex 21.7 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size21.7 MB
Spots4,992
Magnificationother · 4.220 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235061
human entorhinal cortex 30.2 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size30.2 MB
Spots4,992
Magnificationother · 4.085 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235034
human entorhinal cortex 53.1 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size53.1 MB
Spots4,992
Magnificationother · 4.114 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235039
human entorhinal cortex 43.3 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size43.3 MB
Spots4,992
Magnificationother · 4.449 µm/px
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235033
human entorhinal cortex 31.3 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size31.3 MB
Spots4,992
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235049
human entorhinal cortex 32.8 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size32.8 MB
Spots4,992
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235035
human entorhinal cortex 34.3 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size34.3 MB
Spots4,992
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235047
human entorhinal cortex 32.6 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size32.6 MB
Spots4,992
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235042
human entorhinal cortex 18.3 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size18.3 MB
Spots4,992
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235040
human entorhinal cortex 34.2 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size34.2 MB
Spots4,992
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235052
human entorhinal cortex 30.9 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size30.9 MB
Spots4,992
bronze H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Human entorhinal cortex
GSM9235032
human entorhinal cortex 48.5 MB 4,992 spots bronze H&E NCBI GEO policy
TechnologyVisium
Organismhuman
Tissueentorhinal cortex
Size48.5 MB
Spots4,992
bronze H&E NCBI GEO policy Open in Vitessce

Cite this collection

doi.org/10.1101/2025.11.20.689483 ↗
BibTeX
@article{Huuki_Myers_2025,
  title = {<i>APOE</i>
                  E4 Alzheimer’s Risk Converges on an Oligodendrocyte Subtype in the Human Entorhinal Cortex},
  url = {http://dx.doi.org/10.1101/2025.11.20.689483},
  DOI = {10.1101/2025.11.20.689483},
  publisher = {openRxiv},
  author = {Huuki-Myers, Louise A. and Divecha, Heena R. and Bach, Svitlana V. and Valentine, Madeline R. and Eagles, Nicholas J. and Mulvey, Bernard and Bharadwaj, Rahul A. and Zhang, Ruth and Evans, James R. and Grant-Peters, Melissa and Miller, Ryan A. and Kleinman, Joel E. and Han, Shizhong and Hyde, Thomas M. and Page, Stephanie C. and Weinberger, Daniel R. and Martinowich, Keri and Ryten, Mina and Maynard, Kristen R. and Collado-Torres, Leonardo},
  year = {2025},
  month = Nov
}