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

X55c46455.46e3.40c2.ba37.333e25431e91

· cohortA4

98e6ea0a-e823-5faf-9718-c7443a3d4ab1

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
cohortA4
subtype
cohortA4
age_years
70

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.490
  • G2M_CHECKPOINT+0.430
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.400
  • INTERFERON_GAMMA_RESPONSE+0.340
  • MYC_TARGETS_V2+0.320
  • INTERFERON_ALPHA_RESPONSE+0.290
  • SPERMATOGENESIS+0.260
  • KRAS_SIGNALING_DN+0.250
  • ALLOGRAFT_REJECTION+0.230
  • MTORC1_SIGNALING+0.220

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.440
  • PROTEIN_SECRETION-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.330
  • UV_RESPONSE_DN-0.260
  • KRAS_SIGNALING_UP-0.240
  • HEDGEHOG_SIGNALING-0.230
  • P53_PATHWAY-0.220
  • TNFA_SIGNALING_VIA_NFKB-0.220
  • WNT_BETA_CATENIN_SIGNALING-0.220
  • APICAL_JUNCTION-0.190

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
158c2404d-b213-4a7f-a8fc-11081a88091b
colon-landscapes@1
0.738
2SRR26320078
bladder-landscape@3
0.717
3SRR1516081
bladder-landscape@3
0.695
4MNG91
mng-umap@100
0.694
5TCGA-AO-A1KQ-01A-11R-A13Q-07
breast-umap@18
B0.690
6TCGA-A2-A4S3-01A-21R-A266-07
breast-umap@18
B0.686
7SRR33346961
bladder-landscape@3
0.685
8TCGA-NC-A5HL-01A-11R-A26W-07
lung-landscapes@6
cohortSQ20.681
9DRR168510
bladder-landscape@3
0.673
10TCGA-A8-A08B-01A-11R-A00Z-07
breast-umap@18
C0.671

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
E2F_TARGETS0.490Inavolisib— uncovered
G2M_CHECKPOINT0.430Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.340Idelalisib— uncovered
MYC_TARGETS_V20.320Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.290Inavolisib— uncovered
SPERMATOGENESIS0.260Inavolisib— uncovered
KRAS_SIGNALING_DN0.250Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.230Idelalisib— uncovered
MTORC1_SIGNALING0.220Inavolisib— uncovered
MITOTIC_SPINDLE0.180Inavolisib— uncovered
GLYCOLYSIS0.170Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.150Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.130Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.120Inavolisib— uncovered
APICAL_SURFACE0.070Temsirolimus— uncovered
CHOLESTEROL_HOMEOSTASIS0.060Remibrutinib— uncovered
COAGULATION0.050Binimetinib— uncovered
COMPLEMENT0.050Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.030Idelalisib— uncovered