Collections / Decoding spatial gene activity changes in multiple sclerosis lesion progression

Decoding spatial gene activity changes in multiple sclerosis lesion progression

Multiple sclerosis (MS) is an inflammatory disease of the central nervous system characterised by myelin loss and progressive neurodegeneration. To better understand MS lesion initiation and progression, we generated spatial gene activity maps of white (WM) and grey matter (GM) MS lesions. In different MS lesion types, we detected novel transcriptional domains, including an identifiable rim around active WM lesions. These active lesion rims were characterised by changes in astrocytic, oligodendrocytic, and microglial gene activity. Furthermore, we identified three novel WM lesion trajectories, predicting how normal appearing WM could progress into WM lesions, with lesion rims, active lesion cores, and mixed active/inactive lesion cores as potential outcomes. Our findings offer new insights into MS lesion progression, and the dynamic molecular and cellular processes that underlie MS.

Datasets26
Size~656 MB
AssayVisium
Samplehuman · multiple
KindComparison
PMID:39501035 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse208747")
coll.ordered_artifacts.df()                 # the 26 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 white matter
GSM6368796
human white matter multiple sclerosis 40 MB 4,729 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size40 MB
Obs4,729
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human gray matter
GSM6368819
human gray matter multiple sclerosis 24 MB 4,673 obs silver H&E
TechnologyVisium
Organismhuman
Tissuegray matter
Conditionmultiple sclerosis
Size24 MB
Obs4,673
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368810
human white matter multiple sclerosis 16 MB 4,284 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size16 MB
Obs4,284
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368808
human white matter multiple sclerosis 28 MB 4,895 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size28 MB
Obs4,895
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human gray matter
GSM6368820
human gray matter multiple sclerosis 26 MB 3,566 obs silver H&E
TechnologyVisium
Organismhuman
Tissuegray matter
Conditionmultiple sclerosis
Size26 MB
Obs3,566
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human gray matter
GSM6368800
human gray matter 26 MB 3,459 obs silver H&E
TechnologyVisium
Organismhuman
Tissuegray matter
Size26 MB
Obs3,459
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human gray matter
GSM6368821
human gray matter multiple sclerosis 40 MB 4,325 obs silver H&E
TechnologyVisium
Organismhuman
Tissuegray matter
Conditionmultiple sclerosis
Size40 MB
Obs4,325
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human gray matter
GSM6368815
human gray matter multiple sclerosis 41 MB 4,549 obs silver H&E
TechnologyVisium
Organismhuman
Tissuegray matter
Conditionmultiple sclerosis
Size41 MB
Obs4,549
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human gray matter
GSM6368801
human gray matter 32 MB 4,831 obs silver H&E
TechnologyVisium
Organismhuman
Tissuegray matter
Size32 MB
Obs4,831
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368797
human white matter 19 MB 3,550 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Size19 MB
Obs3,550
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368809
human white matter multiple sclerosis 19 MB 3,751 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size19 MB
Obs3,751
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368804
human white matter multiple sclerosis 24 MB 4,208 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size24 MB
Obs4,208
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368812
human white matter multiple sclerosis 12 MB 3,797 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size12 MB
Obs3,797
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human gray matter
GSM6368818
human gray matter multiple sclerosis 34 MB 3,167 obs silver H&E
TechnologyVisium
Organismhuman
Tissuegray matter
Conditionmultiple sclerosis
Size34 MB
Obs3,167
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human gray matter
GSM6368799
human gray matter 18 MB 3,225 obs silver H&E
TechnologyVisium
Organismhuman
Tissuegray matter
Size18 MB
Obs3,225
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human gray matter
GSM6368822
human gray matter multiple sclerosis 19 MB 4,624 obs silver H&E
TechnologyVisium
Organismhuman
Tissuegray matter
Conditionmultiple sclerosis
Size19 MB
Obs4,624
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human gray matter
GSM6368814
human gray matter multiple sclerosis 18 MB 3,068 obs silver H&E
TechnologyVisium
Organismhuman
Tissuegray matter
Conditionmultiple sclerosis
Size18 MB
Obs3,068
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human gray matter
GSM6368813
human gray matter multiple sclerosis 35 MB 3,596 obs silver H&E
TechnologyVisium
Organismhuman
Tissuegray matter
Conditionmultiple sclerosis
Size35 MB
Obs3,596
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368805
human white matter multiple sclerosis 21 MB 3,649 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size21 MB
Obs3,649
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368811
human white matter multiple sclerosis 18 MB 4,436 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size18 MB
Obs4,436
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368807
human white matter multiple sclerosis 17 MB 4,702 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size17 MB
Obs4,702
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368806
human white matter multiple sclerosis 35 MB 3,657 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size35 MB
Obs3,657
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368794
human white matter multiple sclerosis 31 MB 4,789 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size31 MB
Obs4,789
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368793
human white matter multiple sclerosis 21 MB 2,961 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size21 MB
Obs2,961
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368795
human white matter multiple sclerosis 22 MB 3,627 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Conditionmultiple sclerosis
Size22 MB
Obs3,627
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human white matter
GSM6368798
human white matter 20 MB 3,067 obs silver H&E
TechnologyVisium
Organismhuman
Tissuewhite matter
Size20 MB
Obs3,067
silver H&E Open in Vitessce

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