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

C3N-01846

· cohortSQ1

fe82c4f1-f368-54b0-bc8f-4f699a10104b

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
cohortSQ1
subtype
cohortSQ1
age_years
69.86447639

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.410
  • HEDGEHOG_SIGNALING+0.260
  • HYPOXIA+0.260
  • MTORC1_SIGNALING+0.230
  • CHOLESTEROL_HOMEOSTASIS+0.210
  • GLYCOLYSIS+0.210
  • MYC_TARGETS_V2+0.190
  • PANCREAS_BETA_CELLS+0.180
  • MYOGENESIS+0.170
  • KRAS_SIGNALING_DN+0.130

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.570
  • INTERFERON_GAMMA_RESPONSE-0.440
  • ALLOGRAFT_REJECTION-0.430
  • IL6_JAK_STAT3_SIGNALING-0.320
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.310
  • COMPLEMENT-0.300
  • INFLAMMATORY_RESPONSE-0.250
  • KRAS_SIGNALING_UP-0.190
  • BILE_ACID_METABOLISM-0.170
  • FATTY_ACID_METABOLISM-0.170

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
120ed86b0-2e3d-44ec-88cd-eac5486fe15c
colon-landscapes@1
0.771
2SRR2932825
head-neck@1
0.766
320120162.TNBC
breast-umap@18
E0.724
4TCGA-63-5128-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.724
5SRR2932826
head-neck@1
0.722
6TCGA-43-7657-01A-31R-2125-07
lung-landscapes@6
cohortSQ10.722
7SRR2016936
head-neck@1
0.719
8C3L-00445
lung-landscapes@6
cohortSQ20.717
9TCGA-98-8021-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.714
10TCGA-NC-A5HP-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.713

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.410Inavolisib— uncovered
HEDGEHOG_SIGNALING0.260Inavolisib— uncovered
HYPOXIA0.260Idelalisib— uncovered
MTORC1_SIGNALING0.230Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.210Remibrutinib— uncovered
GLYCOLYSIS0.210Inavolisib— uncovered
MYC_TARGETS_V20.190Idelalisib— uncovered
PANCREAS_BETA_CELLS0.180Cobimetinib— uncovered
MYOGENESIS0.170Inavolisib— uncovered
KRAS_SIGNALING_DN0.130Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.120Idelalisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.090Inavolisib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered
DNA_REPAIR0.040Idelalisib— uncovered
APICAL_SURFACE0.030Temsirolimus— uncovered
P53_PATHWAY0.010Idelalisib— uncovered