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

TCGA-NC-A5HP-01A-11R-A26W-07

· cohortSQ1

3a75e68f-c0a2-558d-bc7c-9a4a1c7b642a

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

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+0.370
  • HEDGEHOG_SIGNALING+0.250
  • MYOGENESIS+0.200
  • G2M_CHECKPOINT+0.170
  • UNFOLDED_PROTEIN_RESPONSE+0.170
  • WNT_BETA_CATENIN_SIGNALING+0.170
  • NOTCH_SIGNALING+0.150
  • MITOTIC_SPINDLE+0.130
  • APICAL_JUNCTION+0.070
  • MYC_TARGETS_V2+0.070

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.570
  • ALLOGRAFT_REJECTION-0.540
  • INTERFERON_GAMMA_RESPONSE-0.520
  • IL6_JAK_STAT3_SIGNALING-0.480
  • INFLAMMATORY_RESPONSE-0.460
  • COMPLEMENT-0.400
  • XENOBIOTIC_METABOLISM-0.380
  • IL2_STAT5_SIGNALING-0.330
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.310
  • KRAS_SIGNALING_UP-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
120130253.TNBC
breast-umap@18
E0.894
220ed86b0-2e3d-44ec-88cd-eac5486fe15c
colon-landscapes@1
0.847
3SRR6013547
lung-landscapes@6
cohortMD10.839
4TCGA-D8-A1XD-01A-11R-A14D-07
breast-umap@18
B0.837
5a9e8922f-fd6c-412d-85f5-40f5ea9b5455
colon-landscapes@1
0.824
620100144.Her2HRpos
breast-umap@18
D0.824
7ERR2208903
melanoma-umap@29
0.818
8SRR5903551
lung-landscapes@6
cohortA10.818
9C3N-02435
lung-landscapes@6
cohortSQ10.817
10SRR5088886
melanoma-umap@29
0.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.370Inavolisib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
G2M_CHECKPOINT0.170Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.170Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.170Inavolisib— uncovered
NOTCH_SIGNALING0.150Inavolisib— uncovered
MITOTIC_SPINDLE0.130Inavolisib— uncovered
APICAL_JUNCTION0.070Inavolisib— uncovered
MYC_TARGETS_V20.070Idelalisib— uncovered
P53_PATHWAY0.070Idelalisib— uncovered
HYPOXIA0.040Idelalisib— uncovered
PROTEIN_SECRETION0.040Remibrutinib— uncovered
DNA_REPAIR0.030Idelalisib— uncovered
UV_RESPONSE_DN0.030Inavolisib— uncovered