Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

48155bad-7de9-401d-a495-972cbbb8f276

971adb17-edc3-5ff1-bfd3-8fa205786a43

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • GLYCOLYSIS+0.300
  • MTORC1_SIGNALING+0.300
  • PANCREAS_BETA_CELLS+0.300
  • ANDROGEN_RESPONSE+0.200
  • ANGIOGENESIS+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • HYPOXIA+0.200
  • PROTEIN_SECRETION+0.200
  • SPERMATOGENESIS+0.200
  • ADIPOGENESIS+0.100

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.500
  • ALLOGRAFT_REJECTION-0.400
  • INTERFERON_GAMMA_RESPONSE-0.400
  • IL6_JAK_STAT3_SIGNALING-0.300
  • INFLAMMATORY_RESPONSE-0.300
  • DNA_REPAIR-0.200
  • G2M_CHECKPOINT-0.200
  • MYC_TARGETS_V1-0.200
  • P53_PATHWAY-0.200
  • TNFA_SIGNALING_VIA_NFKB-0.200

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR8518427
breast-umap@18
E0.768
2TCGA-AN-A0FV-01A-11R-A00Z-07
breast-umap@18
C0.763
3737bc806-018c-401d-b3ef-ffd3c896c01c
melanoma-umap@29
0.732
4SRR8518414
breast-umap@18
C0.715
5034df4c4-52bd-4025-aee4-ad630d0d00af
melanoma-umap@29
0.714
6TCGA-BH-A1EV-01A-11R-A137-07
breast-umap@18
C0.708
7SRR8518184
breast-umap@18
F0.698
83cf35e3b-812f-4cc1-bd37-e78fd6af6dc4
melanoma-umap@29
0.695
9MNG527
mng-umap@100
0.691
10TCGA-2F-A9KQ-01A-11R-A38B-07
bladder-landscape@3
0.691

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 16 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
GLYCOLYSIS0.300Inavolisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
HYPOXIA0.200Idelalisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.100Inavolisib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered
MYOGENESIS0.100Inavolisib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered