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

C3L-02163

· cohortSQ2

4921cd63-703f-5ff0-97c2-89f667bbafbb

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
cohortSQ2
subtype
cohortSQ2
age_years
57.54962355

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.420
  • KRAS_SIGNALING_DN+0.340
  • APICAL_SURFACE+0.220
  • MYC_TARGETS_V2+0.190
  • HYPOXIA+0.150
  • P53_PATHWAY+0.110
  • MYOGENESIS+0.100
  • SPERMATOGENESIS+0.100
  • ESTROGEN_RESPONSE_LATE+0.080
  • HEDGEHOG_SIGNALING+0.070

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.510
  • INTERFERON_ALPHA_RESPONSE-0.510
  • INTERFERON_GAMMA_RESPONSE-0.510
  • ALLOGRAFT_REJECTION-0.490
  • COMPLEMENT-0.440
  • ANDROGEN_RESPONSE-0.430
  • INFLAMMATORY_RESPONSE-0.400
  • KRAS_SIGNALING_UP-0.390
  • TNFA_SIGNALING_VIA_NFKB-0.370
  • PROTEIN_SECRETION-0.330

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-NC-A5HF-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.868
2c3b46d4b-4d9f-4d2d-bbca-c0dbd6901e56
melanoma-umap@29
0.822
3SRR12202412
bladder-landscape@3
0.815
4TCGA-56-A4BX-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.813
5TCGA-85-7696-01A-11R-2125-07
lung-landscapes@6
cohortSQ20.811
6SRR1379562
brain-umap@2
GTEX0.807
78683d8f5-bba5-40a1-a460-ad6183d2302b
melanoma-umap@29
0.806
86c9ce1b6-eef5-4c2f-b031-d973e0821a48
melanoma-umap@29
0.804
9SRR1470175
brain-umap@2
GTEX0.800
10TCGA-85-A5B5-01A-21R-A26W-07
lung-landscapes@6
cohortSQ20.799

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.420Inavolisib— uncovered
KRAS_SIGNALING_DN0.340Remibrutinib— uncovered
APICAL_SURFACE0.220Temsirolimus— uncovered
MYC_TARGETS_V20.190Idelalisib— uncovered
HYPOXIA0.150Idelalisib— uncovered
P53_PATHWAY0.110Idelalisib— uncovered
MYOGENESIS0.100Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.080Idelalisib— uncovered
HEDGEHOG_SIGNALING0.070Inavolisib— uncovered
APICAL_JUNCTION0.060Inavolisib— uncovered
GLYCOLYSIS0.050Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.050Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.010Inavolisib— uncovered