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

TCGA-95-7944-01A-11R-2187-07

· cohortA1

415bdf37-6bf5-55ff-8142-3b83115de8e7

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
cohortA1
subtype
cohortA1
age_years
71

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+0.560
  • INTERFERON_GAMMA_RESPONSE+0.550
  • ALLOGRAFT_REJECTION+0.530
  • IL6_JAK_STAT3_SIGNALING+0.410
  • INFLAMMATORY_RESPONSE+0.340
  • COMPLEMENT+0.310
  • COAGULATION+0.280
  • MYC_TARGETS_V2+0.260
  • APICAL_SURFACE+0.240
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.240

Top 10 suppressed

  • NOTCH_SIGNALING-0.460
  • PROTEIN_SECRETION-0.440
  • PEROXISOME-0.390
  • CHOLESTEROL_HOMEOSTASIS-0.380
  • FATTY_ACID_METABOLISM-0.380
  • MTORC1_SIGNALING-0.370
  • HEDGEHOG_SIGNALING-0.350
  • OXIDATIVE_PHOSPHORYLATION-0.330
  • ANDROGEN_RESPONSE-0.320
  • MITOTIC_SPINDLE-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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-49-AAR3-01A-11R-A41B-07
lung-landscapes@6
cohortA10.894
2TCGA-90-A59Q-01A-11R-A26W-07
lung-landscapes@6
cohortA10.874
3SRR934966
brain-umap@2
0.863
4SRR934910
brain-umap@2
0.856
5SRR603658
brain-umap@2
GTEX0.839
6SRR1402239
brain-umap@2
GTEX0.834
7MNG64
mng-umap@100
0.829
8SRR1335446
brain-umap@2
GTEX0.824
9SRR1369219
brain-umap@2
GTEX0.818
10TCGA-22-1005-01A-01R-0692-07
lung-landscapes@6
cohortMD20.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.560Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.550Idelalisib— uncovered
ALLOGRAFT_REJECTION0.530Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.340Idelalisib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
COAGULATION0.280Binimetinib— uncovered
MYC_TARGETS_V20.260Idelalisib— uncovered
APICAL_SURFACE0.240Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.240Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.150Inavolisib— uncovered
KRAS_SIGNALING_UP0.140Inavolisib— uncovered
IL2_STAT5_SIGNALING0.130Idelalisib— uncovered
PANCREAS_BETA_CELLS0.110Cobimetinib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.070Inavolisib— uncovered
KRAS_SIGNALING_DN0.060Remibrutinib— uncovered
ANGIOGENESIS0.050Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered