Collections / Immune profiling-based targeting of pathogenic T cells with ustekinumab in ANCA-associated glomerulonephritis

Immune profiling-based targeting of pathogenic T cells with ustekinumab in ANCA-associated glomerulonephritis

Antineutrophil cytoplasmic antibody (ANCA)–associated vasculitis is a life-threatening autoimmune disease that often results in kidney failure caused by crescentic glomerulonephritis (ANCA-GN). To date, treatment of most patients with ANCA-GN relies on unspecific immunosuppressive agents that harbor serious adverse effects and limited efficiency. Using spatial and single-cell transcriptome analysis we characterized inflammatory niches in the kidneys of 34 patients with ANCA-GN and idenjpgied proinflammatory cytokine producing CD4+ and CD8+ T cells as a key pathogenic tissue signature. By employing digital pharmacology we then idenjpgied ustekinumab, a monoclonal antibody targeting IL-12 and IL-23 in these T cells, as promising therapeutic avenue. Based on these findings, four patients with relapsing ANCA-GN were treated with ustekinumab in combination with low-dose cyclophosphamide. Ustekinumab was given subcutaneously (90 mg) at weeks 0, 4, 12, and 24 and clinical and renal response were evaluated at week 26. Treatment induced substantial clinical response in all ANCA-GN patients, with improvements in kidney function, and Birmingham Vasculitis Activity Score, and was well tolerated. Our findings suggest that the pathogenesis-based treatment of ANCA-GN patients with ustekinumab is efficacious and warrants further investigation in clinical trials.

Datasets23
Size~323 MB
AssayVisium
Samplehuman · kidney
KindComparison
PMID:39300109 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse250138")
coll.ordered_artifacts.df()                 # the 23 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 kidney
GSM7974495
human kidney pauci-immune glomerulonephritis with ANCA 33 MB 2,997 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size33 MB
Obs2,997
Magnificationother · 3.575 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974486
human kidney pauci-immune glomerulonephritis with ANCA 9.5 MB 484 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size9.5 MB
Obs484
Magnificationother · 3.575 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974481
human kidney pauci-immune glomerulonephritis with ANCA 14 MB 869 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size14 MB
Obs869
Magnificationother · 3.578 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974477
human kidney pauci-immune glomerulonephritis with ANCA 12 MB 388 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size12 MB
Obs388
Magnificationother · 3.572 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974475
human kidney pauci-immune glomerulonephritis with ANCA 15 MB 883 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size15 MB
Obs883
Magnificationother · 3.573 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974483
human kidney pauci-immune glomerulonephritis with ANCA 15 MB 698 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size15 MB
Obs698
Magnificationother · 3.573 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974494
human kidney pauci-immune glomerulonephritis with ANCA 13 MB 632 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size13 MB
Obs632
Magnificationother · 3.577 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974491
human kidney pauci-immune glomerulonephritis with ANCA 11 MB 944 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size11 MB
Obs944
Magnificationother · 3.575 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974480
human kidney pauci-immune glomerulonephritis with ANCA 12 MB 537 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size12 MB
Obs537
Magnificationother · 3.577 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974482
human kidney pauci-immune glomerulonephritis with ANCA 11 MB 719 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size11 MB
Obs719
Magnificationother · 3.575 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974489
human kidney pauci-immune glomerulonephritis with ANCA 14 MB 749 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size14 MB
Obs749
Magnificationother · 3.575 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974476
human kidney pauci-immune glomerulonephritis with ANCA 12 MB 724 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size12 MB
Obs724
Magnificationother · 3.577 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974478
human kidney pauci-immune glomerulonephritis with ANCA 10 MB 624 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size10 MB
Obs624
Magnificationother · 3.576 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974485
human kidney pauci-immune glomerulonephritis with ANCA 12 MB 580 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size12 MB
Obs580
Magnificationother · 3.574 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974487
human kidney pauci-immune glomerulonephritis with ANCA 9.3 MB 469 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size9.3 MB
Obs469
Magnificationother · 3.575 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974479
human kidney pauci-immune glomerulonephritis with ANCA 12 MB 686 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size12 MB
Obs686
Magnificationother · 3.577 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974497
human kidney pauci-immune glomerulonephritis with ANCA 31 MB 3,609 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size31 MB
Obs3,609
Magnificationother · 3.577 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974490
human kidney pauci-immune glomerulonephritis with ANCA 15 MB 724 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size15 MB
Obs724
Magnificationother · 3.571 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974488
human kidney pauci-immune glomerulonephritis with ANCA 11 MB 549 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size11 MB
Obs549
Magnificationother · 3.577 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974484
human kidney pauci-immune glomerulonephritis with ANCA 8.2 MB 999 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size8.2 MB
Obs999
Magnificationother · 3.574 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974492
human kidney pauci-immune glomerulonephritis with ANCA 11 MB 489 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size11 MB
Obs489
Magnificationother · 3.575 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974496
human kidney pauci-immune glomerulonephritis with ANCA 18 MB 3,047 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size18 MB
Obs3,047
Magnificationother · 3.574 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human kidney
GSM7974493
human kidney pauci-immune glomerulonephritis with ANCA 13 MB 696 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuekidney
Conditionpauci-immune glomerulonephritis with ANCA
Size13 MB
Obs696
Magnificationother · 3.574 µm/px
bronze H&E Open in Vitessce

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