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

C3N-02922

· cohortMD2

ce75eabc-74f0-58de-8178-9118e3e3368f

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
cohortMD2
subtype
cohortMD2
age_years
54.96783025

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.710
  • INTERFERON_GAMMA_RESPONSE+0.680
  • ALLOGRAFT_REJECTION+0.650
  • IL6_JAK_STAT3_SIGNALING+0.560
  • INFLAMMATORY_RESPONSE+0.490
  • E2F_TARGETS+0.410
  • COMPLEMENT+0.390
  • G2M_CHECKPOINT+0.380
  • TNFA_SIGNALING_VIA_NFKB+0.380
  • IL2_STAT5_SIGNALING+0.270

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.400
  • HEDGEHOG_SIGNALING-0.390
  • PROTEIN_SECRETION-0.370
  • GLYCOLYSIS-0.360
  • ADIPOGENESIS-0.330
  • ESTROGEN_RESPONSE_LATE-0.330
  • ESTROGEN_RESPONSE_EARLY-0.310
  • NOTCH_SIGNALING-0.310
  • FATTY_ACID_METABOLISM-0.300
  • PEROXISOME-0.300

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
1AUR-AF95-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.898
2TCGA-B6-A0RT-01A-21R-A084-07
breast-umap@18
D0.891
3TCGA-AR-A1AW-01A-21R-A12P-07
breast-umap@18
D0.891
4TCGA-AO-A128-01A-11R-A10J-07
breast-umap@18
D0.888
5SRR29022833
breast-umap@18
D0.885
6TCGA-EW-A1OV-01A-11R-A144-07
breast-umap@18
D0.870
7TCGA-AR-A0TT-01A-31R-A084-07
breast-umap@18
D0.869
8SRR8613787
breast-umap@18
D0.856
9SRR8613734
breast-umap@18
D0.855
10SRR6013475
lung-landscapes@6
cohortMD20.850

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.710Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.680Idelalisib— uncovered
ALLOGRAFT_REJECTION0.650Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.560Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.490Idelalisib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
COMPLEMENT0.390Inavolisib— uncovered
G2M_CHECKPOINT0.380Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.380Inavolisib— uncovered
IL2_STAT5_SIGNALING0.270Idelalisib— uncovered
KRAS_SIGNALING_UP0.230Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
MYC_TARGETS_V20.150Idelalisib— uncovered
MITOTIC_SPINDLE0.140Inavolisib— uncovered
APOPTOSIS0.090Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.080Inavolisib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.030Idelalisib— uncovered
KRAS_SIGNALING_DN0.010Remibrutinib— uncovered