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

TCGA-66-2785-01A-01R-0851-07

· cohortA1

748204fa-96dd-5124-9173-a1d824d3149e

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
65

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+0.650
  • INTERFERON_GAMMA_RESPONSE+0.600
  • ALLOGRAFT_REJECTION+0.530
  • MYC_TARGETS_V2+0.460
  • IL6_JAK_STAT3_SIGNALING+0.440
  • INFLAMMATORY_RESPONSE+0.350
  • TNFA_SIGNALING_VIA_NFKB+0.350
  • MYC_TARGETS_V1+0.320
  • PEROXISOME+0.270
  • BILE_ACID_METABOLISM+0.240

Top 10 suppressed

  • WNT_BETA_CATENIN_SIGNALING-0.440
  • MITOTIC_SPINDLE-0.430
  • HEDGEHOG_SIGNALING-0.420
  • TGF_BETA_SIGNALING-0.420
  • UV_RESPONSE_DN-0.360
  • NOTCH_SIGNALING-0.330
  • APICAL_JUNCTION-0.290
  • PROTEIN_SECRETION-0.170
  • HEME_METABOLISM-0.150
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.120

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
120100231.Her2HRpos
breast-umap@18
C0.889
2TCGA-A2-A25D-01A-12R-A16F-07
breast-umap@18
B0.888
3SRR8518165
breast-umap@18
C0.881
4SRR8392897
lung-landscapes@6
cohortSQ20.873
5TCGA-37-3783-01A-01R-1201-07
lung-landscapes@6
cohortSQ10.845
6TCGA-EW-A1PB-01A-11R-A144-07
breast-umap@18
E0.828
7TCGA-D8-A1XL-01A-11R-A14M-07
breast-umap@18
B0.826
8TCGA-99-8033-01A-11R-2241-07
lung-landscapes@6
cohortA40.824
9TCGA-BT-A42F-01A-11R-A23W-07
bladder-landscape@3
0.818
10TCGA-A2-A04X-01A-21R-A034-07
breast-umap@18
C0.815

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.650Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
ALLOGRAFT_REJECTION0.530Idelalisib— uncovered
MYC_TARGETS_V20.460Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.440Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.350Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.350Inavolisib— uncovered
MYC_TARGETS_V10.320Inavolisib— uncovered
PEROXISOME0.270Idelalisib— uncovered
BILE_ACID_METABOLISM0.240Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.240Remibrutinib— uncovered
COMPLEMENT0.210Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
FATTY_ACID_METABOLISM0.190Inavolisib— uncovered
DNA_REPAIR0.180Idelalisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.170Idelalisib— uncovered
UV_RESPONSE_UP0.170Idelalisib— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered
E2F_TARGETS0.140Inavolisib— uncovered