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

TCGA-DQ-7592-01A-11R-2081-07

fc4bd79c-3fcd-53ec-8e1a-1bac1bea65ff

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
sex
male

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+0.560
  • INTERFERON_GAMMA_RESPONSE+0.400
  • TGF_BETA_SIGNALING+0.400
  • MYOGENESIS+0.370
  • WNT_BETA_CATENIN_SIGNALING+0.350
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.280
  • UV_RESPONSE_DN+0.280
  • IL6_JAK_STAT3_SIGNALING+0.260
  • ANGIOGENESIS+0.250
  • MITOTIC_SPINDLE+0.240

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.350
  • FATTY_ACID_METABOLISM-0.310
  • PEROXISOME-0.220
  • BILE_ACID_METABOLISM-0.150
  • ADIPOGENESIS-0.140
  • E2F_TARGETS-0.140
  • XENOBIOTIC_METABOLISM-0.140
  • MYC_TARGETS_V1-0.130
  • DNA_REPAIR-0.100

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-56-6545-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.820
2TCGA-85-8287-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.812
3TCGA-CV-6959-01A-11R-1915-07
head-neck@1
0.805
4TCGA-FD-A62S-01A-11R-A30C-07
bladder-landscape@3
0.787
520050166.TNBC
breast-umap@18
D0.778
6TCGA-CN-5370-01A-01R-2016-07
head-neck@1
0.777
7TCGA-85-8582-01A-21R-2403-07
lung-landscapes@6
cohortSQ10.777
8TCGA-CN-6996-01A-11R-1915-07
head-neck@1
0.770
9MNG248
mng-umap@100
0.767
10TCGA-DK-A3IU-01A-11R-A20F-07
bladder-landscape@3
0.764

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.560Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
TGF_BETA_SIGNALING0.400Inavolisib— uncovered
MYOGENESIS0.370Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.350Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.280Inavolisib— uncovered
UV_RESPONSE_DN0.280Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.260Inavolisib— uncovered
ANGIOGENESIS0.250Remibrutinib— uncovered
MITOTIC_SPINDLE0.240Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.220Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.210Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.190Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
ALLOGRAFT_REJECTION0.170Idelalisib— uncovered
APICAL_SURFACE0.170Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
PROTEIN_SECRETION0.150Remibrutinib— uncovered