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

s0122212

d94bc022-1065-5e84-8b7d-801209eacd40

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

  • INTERFERON_ALPHA_RESPONSE+0.500
  • ALLOGRAFT_REJECTION+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • PROTEIN_SECRETION+0.400
  • E2F_TARGETS+0.300
  • G2M_CHECKPOINT+0.300
  • SPERMATOGENESIS+0.200
  • UNFOLDED_PROTEIN_RESPONSE+0.200
  • ANDROGEN_RESPONSE+0.100
  • COMPLEMENT+0.100

Top 10 suppressed

  • ANGIOGENESIS-0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • APICAL_SURFACE-0.400
  • MYOGENESIS-0.400
  • TGF_BETA_SIGNALING-0.400
  • ADIPOGENESIS-0.300
  • APICAL_JUNCTION-0.300
  • COAGULATION-0.300
  • ESTROGEN_RESPONSE_EARLY-0.300
  • ESTROGEN_RESPONSE_LATE-0.300

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
1SRR4195655
colon-landscapes@1
0.894
2SRR2016949
head-neck@1
0.871
3aMVAC.P_006_TURBT_S224
bladder-landscape@3
0.862
4SRR4195675
colon-landscapes@1
0.847
5TCGA-55-A4DF-01A-11R-A24H-07
lung-landscapes@6
cohortA30.842
6GSM6454730
breast-umap@18
D0.826
7MBCProject_1542_T2_RNA
breast-umap@18
D0.824
8SRR8518291
breast-umap@18
D0.823
9TCGA-DK-A3IV-01A-22R-A21D-07
bladder-landscape@3
0.815
101b0a23c2-785d-4a14-b673-86c97ceff401
melanoma-umap@29
0.814

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 12 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
PROTEIN_SECRETION0.400Remibrutinib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
COMPLEMENT0.100Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.100Idelalisib— uncovered
MYC_TARGETS_V10.100Inavolisib— uncovered