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

TCGA-77-A5G8-01B-11R-A27Q-07

· cohortSQ2

7b409699-7d60-56e5-99cb-b534ed50d7ec

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
70

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • KRAS_SIGNALING_DN+0.370
  • APICAL_SURFACE+0.250
  • HEDGEHOG_SIGNALING+0.250
  • HYPOXIA+0.230
  • SPERMATOGENESIS+0.200
  • COAGULATION+0.190
  • MYOGENESIS+0.190
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.170
  • ESTROGEN_RESPONSE_LATE+0.150
  • PANCREAS_BETA_CELLS+0.150

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.570
  • TGF_BETA_SIGNALING-0.490
  • PROTEIN_SECRETION-0.440
  • INTERFERON_GAMMA_RESPONSE-0.420
  • DNA_REPAIR-0.390
  • MITOTIC_SPINDLE-0.310
  • UNFOLDED_PROTEIN_RESPONSE-0.310
  • MYC_TARGETS_V1-0.300
  • PEROXISOME-0.290
  • ANDROGEN_RESPONSE-0.260

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR1797259
lung-landscapes@6
cohortSC0.867
2SRR26320080
bladder-landscape@3
0.819
3R114
bladder-landscape@3
0.809
4GSM5359442
bladder-landscape@3
0.800
5BS_YE1MAQYJ
medullo-epn-umap@date-based
EPNEPN Tumor0.790
6SRR4296064
lung-landscapes@6
cohortA10.788
7SRR1352975
brain-umap@2
GTEX0.783
8SRR6013476
lung-landscapes@6
cohortSQ10.780
9TCGA-O2-A52W-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.776
10SRR1083100
brain-umap@2
GTEX0.770

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.370Remibrutinib— uncovered
APICAL_SURFACE0.250Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
HYPOXIA0.230Idelalisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
COAGULATION0.190Binimetinib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.170Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.150Idelalisib— uncovered
PANCREAS_BETA_CELLS0.150Cobimetinib— uncovered
MTORC1_SIGNALING0.110Inavolisib— uncovered
ANGIOGENESIS0.090Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.080Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.080Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.070Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.040Remibrutinib— uncovered
GLYCOLYSIS0.030Inavolisib— uncovered
NOTCH_SIGNALING0.030Inavolisib— uncovered
P53_PATHWAY0.030Idelalisib— uncovered
APICAL_JUNCTION0.020Inavolisib— uncovered