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

TCGA-22-4601-01A-01R-1443-07

· cohortSQ2

ecaa1e45-079f-5910-a0a8-2d449c95e127

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
73

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.290
  • KRAS_SIGNALING_DN+0.190
  • SPERMATOGENESIS+0.150
  • E2F_TARGETS+0.130
  • P53_PATHWAY+0.130
  • MITOTIC_SPINDLE+0.110
  • G2M_CHECKPOINT+0.090
  • HEDGEHOG_SIGNALING+0.090
  • PI3K_AKT_MTOR_SIGNALING+0.070
  • MYC_TARGETS_V1+0.040

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.440
  • IL6_JAK_STAT3_SIGNALING-0.410
  • ANGIOGENESIS-0.390
  • COMPLEMENT-0.320
  • KRAS_SIGNALING_UP-0.320
  • INFLAMMATORY_RESPONSE-0.310
  • INTERFERON_GAMMA_RESPONSE-0.310
  • ANDROGEN_RESPONSE-0.290
  • COAGULATION-0.280

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-56-A4BX-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.854
2SRR12202412
bladder-landscape@3
0.850
3TCGA-56-7730-01A-11R-2125-07
lung-landscapes@6
cohortSQ20.849
4TCGA-NC-A5HT-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.826
5TCGA-J1-A4AH-01A-31R-A24H-07
lung-landscapes@6
cohortSQ20.824
6SRR1318407
brain-umap@2
GTEX0.818
7SRR604146
brain-umap@2
GTEX0.818
8SRR1401062
brain-umap@2
GTEX0.806
9SRR1337119
brain-umap@2
GTEX0.805
10SRR817258
brain-umap@2
GTEX0.803

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
WNT_BETA_CATENIN_SIGNALING0.290Inavolisib— uncovered
KRAS_SIGNALING_DN0.190Remibrutinib— uncovered
SPERMATOGENESIS0.150Inavolisib— uncovered
E2F_TARGETS0.130Inavolisib— uncovered
P53_PATHWAY0.130Idelalisib— uncovered
MITOTIC_SPINDLE0.110Inavolisib— uncovered
G2M_CHECKPOINT0.090Inavolisib— uncovered
HEDGEHOG_SIGNALING0.090Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.070Inavolisib— uncovered
MYC_TARGETS_V10.040Inavolisib— uncovered
HEME_METABOLISM0.030Temsirolimus— uncovered
PEROXISOME0.030Idelalisib— uncovered
UV_RESPONSE_UP0.030Idelalisib— uncovered
HYPOXIA0.020Idelalisib— uncovered
MYOGENESIS0.020Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.010Idelalisib— uncovered