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

TCGA-46-3765-01A-01R-0980-07

· cohortSQ2

18dc7a55-8194-57cc-bb61-ee68d8666f84

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
59

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V1+0.610
  • MYC_TARGETS_V2+0.560
  • MTORC1_SIGNALING+0.520
  • OXIDATIVE_PHOSPHORYLATION+0.480
  • UNFOLDED_PROTEIN_RESPONSE+0.470
  • CHOLESTEROL_HOMEOSTASIS+0.430
  • PROTEIN_SECRETION+0.410
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.370
  • E2F_TARGETS+0.360
  • DNA_REPAIR+0.340

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.310
  • NOTCH_SIGNALING-0.310
  • MITOTIC_SPINDLE-0.250
  • MYOGENESIS-0.250
  • TGF_BETA_SIGNALING-0.220
  • APICAL_JUNCTION-0.210
  • APICAL_SURFACE-0.180
  • ESTROGEN_RESPONSE_EARLY-0.180
  • ANGIOGENESIS-0.170
  • BILE_ACID_METABOLISM-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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
18824c0fd-764e-4525-952b-f25efa742772
colon-landscapes@1
0.885
217-020P2_Bladder
bladder-landscape@3
0.873
3feccc57b-a987-4dd7-babf-1a8982bd64cc
colon-landscapes@1
0.870
4SRR11296852
colon-landscapes@1
0.865
5bf312cd5-e251-4d63-95b5-c379b3ef5ded
colon-landscapes@1
0.851
6be22f883.ee5e.4632.93d1.661ddc53608e
lung-landscapes@6
cohortA40.842
7TCGA-66-2727-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.839
877984740-019e-482f-822a-25a74ec2cc32
colon-landscapes@1
0.831
9TCGA-18-3411-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.831
10A07BA2E1-CCA0-4231-A391-B13383A2BCB9
brain-umap@2
0.829

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.610Inavolisib— uncovered
MYC_TARGETS_V20.560Idelalisib— uncovered
MTORC1_SIGNALING0.520Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.480Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.470Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.430Remibrutinib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.370Inavolisib— uncovered
E2F_TARGETS0.360Inavolisib— uncovered
DNA_REPAIR0.340Idelalisib— uncovered
ANDROGEN_RESPONSE0.280Inavolisib— uncovered
G2M_CHECKPOINT0.250Inavolisib— uncovered
FATTY_ACID_METABOLISM0.240Inavolisib— uncovered
GLYCOLYSIS0.210Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
HYPOXIA0.200Idelalisib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered
P53_PATHWAY0.180Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.180Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.150Inavolisib— uncovered