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

X2ea5b654.8b53.4e39.8f1a.129a46474ae2

· cohortA1

59469dc9-9fc4-57f9-9c70-12c4556337a1

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
75

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • NOTCH_SIGNALING+0.260
  • PEROXISOME+0.240
  • WNT_BETA_CATENIN_SIGNALING+0.240
  • FATTY_ACID_METABOLISM+0.230
  • TGF_BETA_SIGNALING+0.150
  • BILE_ACID_METABOLISM+0.140
  • HEME_METABOLISM+0.140
  • HEDGEHOG_SIGNALING+0.130
  • GLYCOLYSIS+0.120
  • ADIPOGENESIS+0.090

Top 10 suppressed

  • E2F_TARGETS-0.420
  • G2M_CHECKPOINT-0.380
  • ALLOGRAFT_REJECTION-0.350
  • TNFA_SIGNALING_VIA_NFKB-0.340
  • INFLAMMATORY_RESPONSE-0.330
  • UNFOLDED_PROTEIN_RESPONSE-0.280
  • ANGIOGENESIS-0.270
  • MTORC1_SIGNALING-0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.250
  • IL6_JAK_STAT3_SIGNALING-0.250

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
1f7683b51.cca9.4079.9e34.b9a4fdd27d85
lung-landscapes@6
cohortA10.836
2SRR6013557
lung-landscapes@6
cohortA10.827
3TCGA-NJ-A7XG-01A-12R-A39D-07
lung-landscapes@6
cohortA10.826
4SRR12202454
bladder-landscape@3
0.825
5TCGA-78-7167-01A-11R-2066-07
lung-landscapes@6
cohortA20.825
6TCGA-55-8087-01A-11R-2241-07
lung-landscapes@6
cohortA10.823
7C3N-02973
lung-landscapes@6
cohortA10.813
8TCGA-73-7498-01A-12R-2187-07
lung-landscapes@6
cohortA20.803
9C3L-00893
lung-landscapes@6
cohortA10.800
10SRR6013579
lung-landscapes@6
cohortA10.790

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.260Inavolisib— uncovered
PEROXISOME0.240Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.240Inavolisib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
TGF_BETA_SIGNALING0.150Inavolisib— uncovered
BILE_ACID_METABOLISM0.140Inavolisib— uncovered
HEME_METABOLISM0.140Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.130Inavolisib— uncovered
GLYCOLYSIS0.120Inavolisib— uncovered
ADIPOGENESIS0.090Inavolisib— uncovered
UV_RESPONSE_DN0.090Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.070Remibrutinib— uncovered
ANDROGEN_RESPONSE0.060Inavolisib— uncovered
DNA_REPAIR0.050Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.030Inavolisib— uncovered
APOPTOSIS0.020Idelalisib— uncovered