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

BSR_12_0175_A5_S64

· D

48e8dd1c-8bd4-5381-9873-48f158c60ac7

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
D
subtype
D

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.370
  • ANGIOGENESIS+0.350
  • ALLOGRAFT_REJECTION+0.320
  • INTERFERON_GAMMA_RESPONSE+0.320
  • APICAL_SURFACE+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.290
  • HEDGEHOG_SIGNALING+0.280
  • KRAS_SIGNALING_UP+0.240
  • INTERFERON_ALPHA_RESPONSE+0.230
  • IL6_JAK_STAT3_SIGNALING+0.220

Top 10 suppressed

  • MYC_TARGETS_V1-0.590
  • OXIDATIVE_PHOSPHORYLATION-0.570
  • MYC_TARGETS_V2-0.520
  • FATTY_ACID_METABOLISM-0.440
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.410
  • UNFOLDED_PROTEIN_RESPONSE-0.410
  • ADIPOGENESIS-0.400
  • MTORC1_SIGNALING-0.400
  • CHOLESTEROL_HOMEOSTASIS-0.350
  • PROTEIN_SECRETION-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.

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

#SampleCancer typeSubtypecos similarity
1TCGA-56-8628-01A-11R-2403-07
lung-landscapes@6
cohortSQ10.884
20056507f-a296-4148-bc9f-a831249c7973
melanoma-umap@29
0.881
3TCGA-55-7574-01A-11R-2039-07
lung-landscapes@6
cohortMD20.880
4SRR1516085
bladder-landscape@3
0.879
55af57d46-5acb-424a-9675-ee3dd20db062
colon-landscapes@1
0.873
6TCGA-93-A4JQ-01A-11R-A24X-07
lung-landscapes@6
cohortA10.872
7C3N-03233
lung-landscapes@6
cohortA10.871
8156a3def-5866-4be4-ad0b-61b957d5b6eb
melanoma-umap@29
0.865
9TCGA-AQ-A7U7-01A-22R-A352-07
breast-umap@18
D0.865
1009f3976d-4e95-41b4-bc0b-27eea3e20bb3
colon-landscapes@1
0.863

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.370Inavolisib— uncovered
ANGIOGENESIS0.350Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.320Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.320Idelalisib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
WNT_BETA_CATENIN_SIGNALING0.290Inavolisib— uncovered
HEDGEHOG_SIGNALING0.280Inavolisib— uncovered
KRAS_SIGNALING_UP0.240Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.230Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.220Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.220Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.190Inavolisib— uncovered
APICAL_JUNCTION0.180Inavolisib— uncovered
IL2_STAT5_SIGNALING0.180Idelalisib— uncovered
NOTCH_SIGNALING0.180Inavolisib— uncovered
APOPTOSIS0.160Idelalisib— uncovered
TGF_BETA_SIGNALING0.160Inavolisib— uncovered
UV_RESPONSE_DN0.150Inavolisib— uncovered
MITOTIC_SPINDLE0.130Inavolisib— uncovered
MYOGENESIS0.100Inavolisib— uncovered