Collections / Spatio-molecular gene expression reflects dorsal anterior cingulate cortex structure and function in the human brain [spatial transcriptomics]

Spatio-molecular gene expression reflects dorsal anterior cingulate cortex structure and function in the human brain [spatial transcriptomics]

In the human brain, the dorsal anterior cingulate cortex (dACC) plays a key role in the reward pathway, which is connected to drug addiction, substance abuse, and some psychiatric disorders. Specific cell types in the dACC are associated with these disorders, but the breakdown of cell populations and their relative positions are unknown. Uniquely, the dACC has agranular laminar structure due to a lack of layer IV, which relates to distinct biological functions. We generated a human dACC spatial transcriptomic map by integrating 10x Genomics Visium Spatial Gene Expression data from ten neurotypical donors and combining this map with corresponding 10x Genomics Chromium Single Cell Gene Expression data. We utilized nonnegative matrix factorization (NMF) to discover various gene programs, which shed light on von Economo neurons (VENs) in Layer V of the dACC.To better understand the molecular landscape of this region, we compared it with the dorsolateral prefrontal cortex (dlPFC) region in the same ten donors. The brain’s structure and function are closely connected, so our precise pairing of gene expression to spatial information sheds light on how dysregulation in the dACC relates to psychiatric disorders.

Datasets21
Size~763 MB
AssayVisium
Samplehuman · anterior cingulate cortex
KindReplicates
PMID:42241279 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse296789")
coll.ordered_artifacts.df()                 # the 21 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 anterior cingulate cortex
GSM8976804
human anterior cingulate cortex 39 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size39 MB
Obs4,992
Magnificationother · 3.949 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976793
human anterior cingulate cortex 27 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size27 MB
Obs4,992
Magnificationother · 4.135 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976790
human anterior cingulate cortex 35 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size35 MB
Obs4,992
Magnificationother · 3.703 µm/px
bronze H&E Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976806
human anterior cingulate cortex 44 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size44 MB
Obs4,992
bronze H&E
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976801
human anterior cingulate cortex 51 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size51 MB
Obs4,992
Magnificationother · 4.555 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976795
human anterior cingulate cortex 30 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size30 MB
Obs4,992
Magnificationother · 4.129 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976797
human anterior cingulate cortex 31 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size31 MB
Obs4,992
Magnificationother · 5.197 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976792
human anterior cingulate cortex 31 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size31 MB
Obs4,992
Magnificationother · 4.555 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976807
human anterior cingulate cortex 41 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size41 MB
Obs4,992
Magnificationother · 3.820 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976791
human anterior cingulate cortex 32 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size32 MB
Obs4,992
Magnificationother · 5.209 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976805
human anterior cingulate cortex 30 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size30 MB
Obs4,992
Magnificationother · 4.140 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976809
human anterior cingulate cortex 38 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size38 MB
Obs4,992
Magnificationother · 3.817 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976810
human anterior cingulate cortex 39 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size39 MB
Obs4,992
Magnificationother · 3.821 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976794
human anterior cingulate cortex 32 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size32 MB
Obs4,992
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976800
human anterior cingulate cortex 36 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size36 MB
Obs4,992
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976808
human anterior cingulate cortex 41 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size41 MB
Obs4,992
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976796
human anterior cingulate cortex 32 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size32 MB
Obs4,992
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976799
human anterior cingulate cortex 33 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size33 MB
Obs4,992
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976798
human anterior cingulate cortex 29 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size29 MB
Obs4,992
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976802
human anterior cingulate cortex 35 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size35 MB
Obs4,992
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human anterior cingulate cortex
GSM8976803
human anterior cingulate cortex 57 MB 4,992 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueanterior cingulate cortex
Size57 MB
Obs4,992
bronze H&E Open in Vitessce

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