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

X51ef25f8.0e4b.4c31.bd54.aee0c5fc11d9

· cohortA1

e80864ab-9e5f-590c-89e3-200c3bb9bc7c

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
cohortA1
subtype
cohortA1
age_years
84

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+0.490
  • TGF_BETA_SIGNALING+0.420
  • PROTEIN_SECRETION+0.370
  • MITOTIC_SPINDLE+0.320
  • INTERFERON_GAMMA_RESPONSE+0.290
  • NOTCH_SIGNALING+0.240
  • COMPLEMENT+0.190
  • UV_RESPONSE_DN+0.160
  • DNA_REPAIR+0.140
  • G2M_CHECKPOINT+0.140

Top 10 suppressed

  • MYC_TARGETS_V2-0.460
  • UV_RESPONSE_UP-0.290
  • MYOGENESIS-0.270
  • UNFOLDED_PROTEIN_RESPONSE-0.230
  • ANGIOGENESIS-0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.200
  • KRAS_SIGNALING_DN-0.180
  • SPERMATOGENESIS-0.180
  • TNFA_SIGNALING_VIA_NFKB-0.170
  • E2F_TARGETS-0.160

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR4296102
lung-landscapes@6
cohortA10.742
2TCGA-E9-A24A-01A-11R-A169-07
breast-umap@18
B0.646
3SRR934738
brain-umap@2
0.643
425d48b78-8622-42af-b33f-4034a42f30cb
melanoma-umap@29
0.638
5SRR1797292
lung-landscapes@6
cohortSC0.624
6TCGA-69-7761-01A-11R-2170-07
lung-landscapes@6
cohortA10.620
7SJEPD030584_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.619
8DRR168512
bladder-landscape@3
0.614
9TCGA-FD-A3SR-01A-11R-A22U-07
bladder-landscape@3
0.613
10TCGA-AN-A0XP-01A-11R-A109-07
breast-umap@18
B0.612

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.490Inavolisib— uncovered
TGF_BETA_SIGNALING0.420Inavolisib— uncovered
PROTEIN_SECRETION0.370Remibrutinib— uncovered
MITOTIC_SPINDLE0.320Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.290Idelalisib— uncovered
NOTCH_SIGNALING0.240Inavolisib— uncovered
COMPLEMENT0.190Inavolisib— uncovered
UV_RESPONSE_DN0.160Inavolisib— uncovered
DNA_REPAIR0.140Idelalisib— uncovered
G2M_CHECKPOINT0.140Inavolisib— uncovered
ANDROGEN_RESPONSE0.130Inavolisib— uncovered
HEME_METABOLISM0.120Temsirolimus— uncovered
PI3K_AKT_MTOR_SIGNALING0.120Inavolisib— uncovered
APOPTOSIS0.110Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.110Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
IL2_STAT5_SIGNALING0.070Idelalisib— uncovered
APICAL_JUNCTION0.050Inavolisib— uncovered
KRAS_SIGNALING_UP0.040Inavolisib— uncovered
HEDGEHOG_SIGNALING0.030Inavolisib— uncovered