Collections / Multiscale spatial transcriptomics resolves the cellular and molecular architecture of the human amygdala [Visium]

Multiscale spatial transcriptomics resolves the cellular and molecular architecture of the human amygdala [Visium]

The amygdala is a central hub for emotional learning that is dysregulated across numerous psychiatric disorders, yet its molecular architecture in humans remains poorly defined. We here present a spatial transcriptomic atlas of the human amygdala from nine neurotypical donors. Integrating Visium, Xenium, and VisiumHD technologies, we profiled over 1.1 million cells across 13 spatial domains spanning the basolateral complex, central, medial, and cortical nuclei, as well as the intercalated islands, each defined by distinct marker genes and gene co-expression networks. By integrating snRNA-seq reference atlases, we found that each subdivision of the basolateral subnucleus contains distinct excitatory neuron classes. We additionally found three transcriptionally distinct populations of intercalated neuron types, two of which form spatially distinct islands neighboring the basolateral complex, and were able to refine cell type diversity across the central nucleus and related amygdalostriatal transition areas. Finally, we leveraged this atlas to spatially resolve the transcriptomic signatures of alcohol use disorder across cell types and subnuclei. Together, this atlas provides a foundational resource and framework for accelerating cross-species comparisons and human disease-focused investigations.

Datasets48
Size~85 GB
AssayVisium
Samplehuman · amygdala
KindReplicates
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE342709 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse342709")
coll.ordered_artifacts.df()                 # the 48 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 amygdala
GSM9937049
human amygdala 1.4 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.4 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937034
human amygdala 2.0 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size2.0 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Visium
Human amygdala
GSM9937016
human amygdala 1.4 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.4 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E
Open in Vitessce
Visium
Human amygdala
GSM9937041
human amygdala 2.4 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size2.4 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937052
human amygdala 1.7 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.7 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937015
human amygdala 1.5 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.5 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937058
human amygdala 1.7 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.7 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937045
human amygdala 1.9 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.9 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937032
human amygdala 2.2 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size2.2 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937062
human amygdala 1.5 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.5 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937060
human amygdala 1.5 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.5 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937025
human amygdala 1.6 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.6 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937048
human amygdala 1.4 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.4 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937051
human amygdala 1.6 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.6 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937023
human amygdala 1.6 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.6 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937057
human amygdala 1.7 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.7 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937047
human amygdala 1.5 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.5 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937020
human amygdala 1.5 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.5 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937065
human amygdala 1.5 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.5 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937044
human amygdala 1.8 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.8 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937055
human amygdala 1.6 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.6 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937042
human amygdala 1.8 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.8 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937050
human amygdala 1.7 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.7 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937033
human amygdala 3.1 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size3.1 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937031
human amygdala 2.3 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size2.3 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937019
human amygdala 1.4 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.4 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937036
human amygdala 1.8 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.8 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937026
human amygdala 1.9 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.9 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937022
human amygdala 1.6 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.6 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937018
human amygdala 1.8 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.8 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937027
human amygdala 1.9 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.9 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937053
human amygdala 1.7 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.7 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937038
human amygdala 2.4 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size2.4 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937039
human amygdala 2.2 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size2.2 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937017
human amygdala 1.5 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.5 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937059
human amygdala 1.6 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.6 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937054
human amygdala 1.6 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.6 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937043
human amygdala 1.8 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.8 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937063
human amygdala 1.5 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.5 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937061
human amygdala 1.5 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.5 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937035
human amygdala 1.9 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.9 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937030
human amygdala 2.6 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size2.6 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937029
human amygdala 1.7 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.7 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937056
human amygdala 1.6 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.6 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937064
human amygdala 1.4 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.4 GB
Obs4,992
Magnification20x · 0.305 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937028
human amygdala 1.9 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.9 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937040
human amygdala 2.1 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size2.1 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human amygdala
GSM9937021
human amygdala 1.7 GB 4,992 obs silver H&E
TechnologyVisium
Organismhuman
Tissueamygdala
Size1.7 GB
Obs4,992
Magnification20x · 0.306 µm/px
silver H&E Open in Vitessce

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