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

TCGA-34-5231-01A-21R-1820-07

· cohortSQ2

7e94a348-f3be-5a67-8bdb-9e64efcaf60f

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
72

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_V2+0.630
  • E2F_TARGETS+0.590
  • G2M_CHECKPOINT+0.550
  • MYC_TARGETS_V1+0.460
  • UNFOLDED_PROTEIN_RESPONSE+0.320
  • DNA_REPAIR+0.290
  • MITOTIC_SPINDLE+0.240
  • INTERFERON_ALPHA_RESPONSE+0.230
  • MTORC1_SIGNALING+0.170
  • PI3K_AKT_MTOR_SIGNALING+0.170

Top 10 suppressed

  • COAGULATION-0.400
  • KRAS_SIGNALING_UP-0.400
  • TGF_BETA_SIGNALING-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.390
  • COMPLEMENT-0.370
  • HYPOXIA-0.350
  • IL6_JAK_STAT3_SIGNALING-0.350
  • INFLAMMATORY_RESPONSE-0.330
  • XENOBIOTIC_METABOLISM-0.330
  • ESTROGEN_RESPONSE_EARLY-0.320

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
1TCGA-63-7023-01A-11R-1949-07
lung-landscapes@6
cohortSQ20.943
2TCGA-38-4630-01A-01R-1206-07
lung-landscapes@6
cohortMD10.916
3TCGA-D8-A1XF-01A-11R-A14D-07
breast-umap@18
B0.892
4TCGA-22-5481-01A-31R-1949-07
lung-landscapes@6
cohortMD10.886
5s0095110
melanoma-umap@29
0.886
6GSM6454749
breast-umap@18
F0.878
7TCGA-HN-A2NL-01A-11R-A18M-07
breast-umap@18
E0.873
8TCGA-77-A5GF-01A-21R-A27Q-07
lung-landscapes@6
cohortSQ20.872
9TCGA-NC-A5HG-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.870
10TCGA-BL-A3JM-01A-12R-A21D-07
bladder-landscape@3
0.868

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
MYC_TARGETS_V20.630Idelalisib— uncovered
E2F_TARGETS0.590Inavolisib— uncovered
G2M_CHECKPOINT0.550Inavolisib— uncovered
MYC_TARGETS_V10.460Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
DNA_REPAIR0.290Idelalisib— uncovered
MITOTIC_SPINDLE0.240Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.230Inavolisib— uncovered
MTORC1_SIGNALING0.170Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.170Inavolisib— uncovered
HEDGEHOG_SIGNALING0.130Inavolisib— uncovered
SPERMATOGENESIS0.130Inavolisib— uncovered
KRAS_SIGNALING_DN0.060Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.010Cobimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.010Inavolisib— uncovered