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

TCGA-L9-A444-01A-21R-A24H-07

· cohortA1

3f834169-75de-5dbc-a12d-f4bff52bb80b

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
60

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+0.530
  • INTERFERON_GAMMA_RESPONSE+0.530
  • ALLOGRAFT_REJECTION+0.480
  • IL6_JAK_STAT3_SIGNALING+0.410
  • INFLAMMATORY_RESPONSE+0.350
  • MYOGENESIS+0.290
  • COMPLEMENT+0.280
  • IL2_STAT5_SIGNALING+0.260
  • KRAS_SIGNALING_UP+0.230
  • KRAS_SIGNALING_DN+0.200

Top 10 suppressed

  • MYC_TARGETS_V1-0.620
  • MYC_TARGETS_V2-0.550
  • E2F_TARGETS-0.530
  • G2M_CHECKPOINT-0.500
  • OXIDATIVE_PHOSPHORYLATION-0.470
  • MTORC1_SIGNALING-0.440
  • UNFOLDED_PROTEIN_RESPONSE-0.430
  • DNA_REPAIR-0.420
  • PROTEIN_SECRETION-0.420
  • TGF_BETA_SIGNALING-0.370

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-86-8671-01A-11R-2403-07
lung-landscapes@6
cohortMD20.947
2SRR2774280
melanoma-umap@29
0.920
3SRR8518409
breast-umap@18
D0.916
4TCGA-85-A513-01A-12R-A26W-07
lung-landscapes@6
cohortA10.911
5TCGA-22-1005-01A-01R-0692-07
lung-landscapes@6
cohortMD20.911
6TCGA-55-7728-01A-11R-2187-07
lung-landscapes@6
cohortA10.909
7BS_BPSTSCBJ
brain-umap@2
pilocytic astrocytoma0.908
8SRR8392886
lung-landscapes@6
cohortA10.908
9BS_R244Z0WX
brain-umap@2
pilocytic astrocytoma0.907
10TCGA-D8-A73U-01A-11R-A33J-07
breast-umap@18
D0.904

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.530Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.530Idelalisib— uncovered
ALLOGRAFT_REJECTION0.480Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.350Idelalisib— uncovered
MYOGENESIS0.290Inavolisib— uncovered
COMPLEMENT0.280Inavolisib— uncovered
IL2_STAT5_SIGNALING0.260Idelalisib— uncovered
KRAS_SIGNALING_UP0.230Inavolisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
COAGULATION0.180Binimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.170Inavolisib— uncovered
APICAL_SURFACE0.160Temsirolimus— uncovered
BILE_ACID_METABOLISM0.160Inavolisib— uncovered
ANGIOGENESIS0.150Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.150Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.100Inavolisib— uncovered
APICAL_JUNCTION0.080Inavolisib— uncovered
PANCREAS_BETA_CELLS0.060Cobimetinib— uncovered
APOPTOSIS0.050Idelalisib— uncovered