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

TCGA-CV-6954-01A-11R-1915-07

dd37bc9b-a8bb-54e1-9615-a07d90d76d34

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
overall_survival_months
0.457077626
sex
male

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+0.430
  • PANCREAS_BETA_CELLS+0.340
  • OXIDATIVE_PHOSPHORYLATION+0.330
  • INTERFERON_GAMMA_RESPONSE+0.310
  • PROTEIN_SECRETION+0.300
  • MYC_TARGETS_V2+0.220
  • UNFOLDED_PROTEIN_RESPONSE+0.180
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.140
  • MYC_TARGETS_V1+0.120
  • ANGIOGENESIS+0.100

Top 10 suppressed

  • APICAL_SURFACE-0.380
  • HEDGEHOG_SIGNALING-0.350
  • IL2_STAT5_SIGNALING-0.280
  • E2F_TARGETS-0.210
  • MYOGENESIS-0.210
  • APICAL_JUNCTION-0.190
  • G2M_CHECKPOINT-0.170
  • MITOTIC_SPINDLE-0.170
  • IL6_JAK_STAT3_SIGNALING-0.160
  • ESTROGEN_RESPONSE_EARLY-0.150

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1X7c156f05.aaca.4c79.bdb2.94044d5422e8
lung-landscapes@6
cohortA10.723
2TCGA-QK-A64Z-01A-11R-A30B-07
head-neck@1
0.608
3R324
bladder-landscape@3
0.579
4SRR23303762
bladder-landscape@3
0.568
5DRR168578
bladder-landscape@3
0.561
6C3N-01023
lung-landscapes@6
cohortA30.557
7TCGA-OR-A5LM-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.554
8C3N-01415
lung-landscapes@6
cohortA10.551
9TCGA-75-5147-01A-01R-1628-07
lung-landscapes@6
cohortA10.548
10MNG85
mng-umap@100
0.542

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.430Inavolisib— uncovered
PANCREAS_BETA_CELLS0.340Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.330Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.310Idelalisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
MYC_TARGETS_V20.220Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.180Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.140Inavolisib— uncovered
MYC_TARGETS_V10.120Inavolisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
APOPTOSIS0.080Idelalisib— uncovered
MTORC1_SIGNALING0.070Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.060Remibrutinib— uncovered
HEME_METABOLISM0.060Temsirolimus— uncovered
SPERMATOGENESIS0.060Inavolisib— uncovered
ALLOGRAFT_REJECTION0.040Idelalisib— uncovered
KRAS_SIGNALING_DN0.030Remibrutinib— uncovered
NOTCH_SIGNALING0.030Inavolisib— uncovered
TGF_BETA_SIGNALING0.020Inavolisib— uncovered