Collections / Spatiotemporal transcriptomic niches of complement pathway and serine protease inhibitor activation in aging and infection

Spatiotemporal transcriptomic niches of complement pathway and serine protease inhibitor activation in aging and infection

Aging is a multifactorial and complex physiological process, affecting every organ with characteristic manifestations. Understanding the molecular mechanisms that drive aging processes is crucial to targeting age-related disorders. Recent reports suggest that severe post-infection syndromes can partially accelerate aging. However, the underlying gene-encoded regulatory interplay, whether being shared or distinct between aging and infection biology are poorly understood. Here, we employed spatial transcriptomics to establish a multi-organ atlas (brain, heart, kidney, liver, lung, and spleen) across the mouse lifespan (4, 17, and 26 months). Dissecting high-quality fresh-frozen tissue samples at unbiased molecular resolution, we found both organ-specific and cross-organ gene dysregulation upon aging. We identified age-related trajectories in gene expression and cell state, some only detectable within their spatial context, and provide validation at subcellular resolution. The most prominent effect was organ-wide immune system activation with spatially variable severity. We therefore evaluated how aging mimics the expression signatures observed in systemic infection, using spatial transcriptomics slices from young mice infected with Plasmodium berghei ANKA. While on the gene level the effect sizes caused by the infection outweighed those of aging, we reveal a shared activation of the early complement pathway (C4b) and serine protease inhibitors (Serpin gene family) within by phenotype distinct spatial niches. We show that this common RNA signature is driven by tissue-specific cell types and eventually affects protein levels in the aged brain, rendering them a target for future mechanistic and drug discovery studies. Taken together, our study provides a coherent in-depth and cross-organ transcriptomics atlas to systematically study aging and infection in the mouse at spatiotemporal resolution.

Datasets150
Size~5.5 GB
AssayVisium
Samplemouse · multiple
KindTime course
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE283283 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse283283")
coll.ordered_artifacts.df()                 # the 150 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()}
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Visium
Mouse liver
GSM8659238
mouse liver 24 MB 2,748 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size24 MB
Obs2,748
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM8659261
mouse liver 33 MB 3,407 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size33 MB
Obs3,407
silver H&E Open in Vitessce
Visium
Mouse brain
GSM8659264
mouse brain 58 MB 3,018 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size58 MB
Obs3,018
silver H&E
Open in Vitessce
Visium
Mouse lung
GSM8659166
mouse lung 37 MB 2,665 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Size37 MB
Obs2,665
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659164
mouse brain 43 MB 2,214 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size43 MB
Obs2,214
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM8659269
mouse heart 27 MB 3,179 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Size27 MB
Obs3,179
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8659275
mouse lung malaria 56 MB 4,222 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionmalaria
Size56 MB
Obs4,222
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse olfactory bulb
GSM8659309
mouse olfactory bulb malaria 24 MB 871 obs silver H&E
TechnologyVisium
Organismmouse
Tissueolfactory bulb
Conditionmalaria
Size24 MB
Obs871
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659227
mouse brain 26 MB 1,371 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size26 MB
Obs1,371
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse kidney
GSM8659174
mouse kidney 47 MB 2,976 obs silver H&E
TechnologyVisium
Organismmouse
Tissuekidney
Size47 MB
Obs2,976
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse spleen
GSM8659181
mouse spleen 6.8 MB 572 obs silver H&E
TechnologyVisium
Organismmouse
Tissuespleen
Size6.8 MB
Obs572
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse olfactory bulb
GSM8659284
mouse olfactory bulb 12 MB 364 obs silver H&E
TechnologyVisium
Organismmouse
Tissueolfactory bulb
Size12 MB
Obs364
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659193
mouse brain 48 MB 2,886 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size48 MB
Obs2,886
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659170
mouse brain 41 MB 2,647 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size41 MB
Obs2,647
silver H&E Open in Vitessce
Visium
Mouse kidney
GSM8659285
mouse kidney 34 MB 3,453 obs silver H&E
TechnologyVisium
Organismmouse
Tissuekidney
Size34 MB
Obs3,453
silver H&E
Open in Vitessce
Visium
Mouse brain
GSM8659287
mouse brain 49 MB 2,825 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size49 MB
Obs2,825
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659190
mouse brain 53 MB 3,032 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size53 MB
Obs3,032
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659194
mouse brain 44 MB 2,302 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size44 MB
Obs2,302
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8659298
mouse lung 44 MB 3,730 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Size44 MB
Obs3,730
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8659243
mouse lung 27 MB 2,120 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Size27 MB
Obs2,120
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse spleen
GSM8659253
mouse spleen 8.9 MB 375 obs silver H&E
TechnologyVisium
Organismmouse
Tissuespleen
Size8.9 MB
Obs375
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse olfactory bulb
GSM8659276
mouse olfactory bulb malaria 14 MB 1,018 obs silver H&E
TechnologyVisium
Organismmouse
Tissueolfactory bulb
Conditionmalaria
Size14 MB
Obs1,018
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse olfactory bulb
GSM8659300
mouse olfactory bulb malaria 27 MB 1,142 obs silver H&E
TechnologyVisium
Organismmouse
Tissueolfactory bulb
Conditionmalaria
Size27 MB
Obs1,142
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659254
mouse brain 52 MB 2,896 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size52 MB
Obs2,896
silver H&E Open in Vitessce
Visium
Mouse liver
GSM8659274
mouse liver malaria 21 MB 2,615 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionmalaria
Size21 MB
Obs2,615
silver H&E
Open in Vitessce
Visium
Mouse brain
GSM8659207
mouse brain 55 MB 2,860 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size55 MB
Obs2,860
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8659231
mouse lung 27 MB 2,926 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Size27 MB
Obs2,926
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM8659187
mouse heart 21 MB 2,592 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Size21 MB
Obs2,592
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM8659178
mouse heart 27 MB 3,059 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Size27 MB
Obs3,059
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM8659286
mouse liver 23 MB 3,207 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size23 MB
Obs3,207
silver H&E Open in Vitessce
Visium
Mouse kidney
GSM8659221
mouse kidney 42 MB 3,754 obs silver H&E
TechnologyVisium
Organismmouse
Tissuekidney
Size42 MB
Obs3,754
silver H&E
Open in Vitessce
Visium
Mouse brain
GSM8659225
mouse brain 55 MB 2,985 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size55 MB
Obs2,985
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse spleen
GSM8659214
mouse spleen 9.5 MB 884 obs silver H&E
TechnologyVisium
Organismmouse
Tissuespleen
Size9.5 MB
Obs884
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659163
mouse brain 41 MB 2,493 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size41 MB
Obs2,493
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM8659306
mouse liver malaria 32 MB 4,089 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionmalaria
Size32 MB
Obs4,089
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse olfactory bulb
GSM8659272
mouse olfactory bulb malaria 25 MB 823 obs silver H&E
TechnologyVisium
Organismmouse
Tissueolfactory bulb
Conditionmalaria
Size25 MB
Obs823
silver H&E Open in Vitessce
Visium
Mouse brain
GSM8659216
mouse brain 54 MB 2,854 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size54 MB
Obs2,854
silver H&E
Open in Vitessce
Visium
Mouse brain
GSM8659162
mouse brain 51 MB 2,870 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size51 MB
Obs2,870
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse kidney
GSM8659260
mouse kidney 45 MB 3,502 obs silver H&E
TechnologyVisium
Organismmouse
Tissuekidney
Size45 MB
Obs3,502
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8659213
mouse lung 28 MB 2,407 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Size28 MB
Obs2,407
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse kidney
GSM8659270
mouse kidney 36 MB 3,489 obs silver H&E
TechnologyVisium
Organismmouse
Tissuekidney
Size36 MB
Obs3,489
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8659196
mouse lung 25 MB 2,765 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Size25 MB
Obs2,765
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659226
mouse brain 60 MB 2,451 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size60 MB
Obs2,451
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse kidney
GSM8659273
mouse kidney malaria 35 MB 3,328 obs silver H&E
TechnologyVisium
Organismmouse
Tissuekidney
Conditionmalaria
Size35 MB
Obs3,328
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8659307
mouse lung malaria 54 MB 3,058 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionmalaria
Size54 MB
Obs3,058
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM8659195
mouse heart 27 MB 3,365 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Size27 MB
Obs3,365
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659200
mouse brain 46 MB 2,856 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size46 MB
Obs2,856
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659185
mouse brain 55 MB 2,492 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size55 MB
Obs2,492
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM8659250
mouse heart 30 MB 3,152 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Size30 MB
Obs3,152
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse brain
GSM8659223
mouse brain 62 MB 3,094 obs silver H&E
TechnologyVisium
Organismmouse
Tissuebrain
Size62 MB
Obs3,094
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM8659242
mouse liver 30 MB 3,776 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Size30 MB
Obs3,776
silver H&E Open in Vitessce

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