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

TCGA-A2-A25D-01A-12R-A16F-07

· B

a3868c47-fe55-50c7-afbf-36dcdd9c3379

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
B
subtype
B

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+0.670
  • INTERFERON_GAMMA_RESPONSE+0.640
  • ALLOGRAFT_REJECTION+0.590
  • INFLAMMATORY_RESPONSE+0.470
  • OXIDATIVE_PHOSPHORYLATION+0.470
  • MYC_TARGETS_V2+0.450
  • TNFA_SIGNALING_VIA_NFKB+0.440
  • IL6_JAK_STAT3_SIGNALING+0.420
  • ADIPOGENESIS+0.390
  • MYC_TARGETS_V1+0.380

Top 10 suppressed

  • PROTEIN_SECRETION-0.400
  • MITOTIC_SPINDLE-0.360
  • NOTCH_SIGNALING-0.340
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.320
  • WNT_BETA_CATENIN_SIGNALING-0.310
  • TGF_BETA_SIGNALING-0.290
  • HEDGEHOG_SIGNALING-0.280
  • UV_RESPONSE_DN-0.280
  • G2M_CHECKPOINT-0.220
  • APICAL_JUNCTION-0.160

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-66-2785-01A-01R-0851-07
lung-landscapes@6
cohortA10.888
2TCGA-BT-A42F-01A-11R-A23W-07
bladder-landscape@3
0.883
320100231.Her2HRpos
breast-umap@18
C0.882
4SRR8518165
breast-umap@18
C0.877
5TCGA-EW-A1PB-01A-11R-A144-07
breast-umap@18
E0.832
6SRR8392897
lung-landscapes@6
cohortSQ20.826
7TCGA-05-5425-01A-02R-1628-07
lung-landscapes@6
cohortA40.821
8TCGA-37-3783-01A-01R-1201-07
lung-landscapes@6
cohortSQ10.818
9TCGA-05-4418-01A-01R-1206-07
lung-landscapes@6
cohortA40.809
10TCGA-35-4122-01A-01R-1107-07
lung-landscapes@6
cohortA10.809

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.670Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.640Idelalisib— uncovered
ALLOGRAFT_REJECTION0.590Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.470Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.470Remibrutinib— uncovered
MYC_TARGETS_V20.450Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.440Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.420Inavolisib— uncovered
ADIPOGENESIS0.390Inavolisib— uncovered
MYC_TARGETS_V10.380Inavolisib— uncovered
FATTY_ACID_METABOLISM0.350Inavolisib— uncovered
PANCREAS_BETA_CELLS0.350Cobimetinib— uncovered
IL2_STAT5_SIGNALING0.320Idelalisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
COMPLEMENT0.280Inavolisib— uncovered
PEROXISOME0.230Idelalisib— uncovered
UV_RESPONSE_UP0.210Idelalisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.170Inavolisib— uncovered