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

TCGA-55-6979-01A-11R-1949-07

· cohortA1

156b3a13-0068-57ea-913a-a328ad76d5cd

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
59

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_GAMMA_RESPONSE+0.630
  • INTERFERON_ALPHA_RESPONSE+0.610
  • ALLOGRAFT_REJECTION+0.580
  • IL6_JAK_STAT3_SIGNALING+0.520
  • INFLAMMATORY_RESPONSE+0.520
  • COMPLEMENT+0.470
  • KRAS_SIGNALING_UP+0.450
  • ANGIOGENESIS+0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.360
  • IL2_STAT5_SIGNALING+0.360

Top 10 suppressed

  • MYC_TARGETS_V2-0.550
  • MYC_TARGETS_V1-0.480
  • OXIDATIVE_PHOSPHORYLATION-0.460
  • UNFOLDED_PROTEIN_RESPONSE-0.340
  • DNA_REPAIR-0.300
  • PROTEIN_SECRETION-0.280
  • WNT_BETA_CATENIN_SIGNALING-0.270
  • FATTY_ACID_METABOLISM-0.250
  • ADIPOGENESIS-0.240
  • E2F_TARGETS-0.220

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
1e5b29c06-2ed0-4913-bf24-5bfde047defc
melanoma-umap@29
0.927
2DRR168577
bladder-landscape@3
0.920
3BS_JBGZ7HHZ
brain-umap@2
ganglioneuroblastoma0.909
4897de94a-21ad-4ec5-b50b-1a84370f41a0
melanoma-umap@29
0.908
5C3L-03976
lung-landscapes@6
cohortMD20.905
6TCGA-55-8208-01A-11R-2241-07
lung-landscapes@6
cohortMD20.900
7SRR8613789
breast-umap@18
A0.898
8SRR821602
brain-umap@2
GTEX0.896
9TCGA-21-1076-01A-01R-0692-07
lung-landscapes@6
cohortSQ10.895
10767fc312-2c66-43f7-b78e-bf79e03e3a0a
colon-landscapes@1
0.895

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_GAMMA_RESPONSE0.630Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.610Inavolisib— uncovered
ALLOGRAFT_REJECTION0.580Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.520Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.520Idelalisib— uncovered
COMPLEMENT0.470Inavolisib— uncovered
KRAS_SIGNALING_UP0.450Inavolisib— uncovered
ANGIOGENESIS0.400Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.360Inavolisib— uncovered
IL2_STAT5_SIGNALING0.360Idelalisib— uncovered
COAGULATION0.350Binimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.320Inavolisib— uncovered
APOPTOSIS0.230Idelalisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
UV_RESPONSE_DN0.130Inavolisib— uncovered
APICAL_SURFACE0.120Temsirolimus— uncovered
APICAL_JUNCTION0.070Inavolisib— uncovered
HEME_METABOLISM0.050Temsirolimus— uncovered
KRAS_SIGNALING_DN0.050Remibrutinib— uncovered
NOTCH_SIGNALING0.050Inavolisib— uncovered