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

TCGA-CQ-5330-01A-01R-1686-07

2be16cbd-d94f-5a79-89f7-061efc29bd05

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
female

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+0.540
  • INTERFERON_ALPHA_RESPONSE+0.530
  • MYOGENESIS+0.530
  • INTERFERON_GAMMA_RESPONSE+0.450
  • ALLOGRAFT_REJECTION+0.400
  • ANGIOGENESIS+0.400
  • HEDGEHOG_SIGNALING+0.350
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.300

Top 10 suppressed

  • CHOLESTEROL_HOMEOSTASIS-0.360
  • FATTY_ACID_METABOLISM-0.300
  • MTORC1_SIGNALING-0.280
  • PANCREAS_BETA_CELLS-0.280
  • OXIDATIVE_PHOSPHORYLATION-0.270
  • P53_PATHWAY-0.230
  • PEROXISOME-0.220
  • UNFOLDED_PROTEIN_RESPONSE-0.220
  • PI3K_AKT_MTOR_SIGNALING-0.210
  • SPERMATOGENESIS-0.210

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-CR-7382-01A-11R-2132-07
head-neck@1
0.806
2TCGA-MP-A4TI-01A-21R-A24X-07
lung-landscapes@6
cohortA10.797
3SRR10900585
melanoma-umap@29
0.791
4TCGA-D6-6515-01A-21R-1873-07
head-neck@1
0.774
5ec054d40-e5b8-496a-8c99-5e7f88f2cf37
colon-landscapes@1
0.772
620030032.TNBC
breast-umap@18
D0.770
720020022.TNBC
breast-umap@18
D0.764
8b02dc7a2-3615-4b6c-a3dd-a866d8561d9d
colon-landscapes@1
0.762
9TCGA-XF-AAMT-01A-11R-A42T-07
bladder-landscape@3
0.761
10TCGA-CN-5370-01A-01R-2016-07
head-neck@1
0.759

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.540Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.530Inavolisib— uncovered
MYOGENESIS0.530Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
ANGIOGENESIS0.400Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.350Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
NOTCH_SIGNALING0.290Inavolisib— uncovered
APICAL_JUNCTION0.280Inavolisib— uncovered
MYC_TARGETS_V20.280Idelalisib— uncovered
UV_RESPONSE_DN0.280Inavolisib— uncovered
IL2_STAT5_SIGNALING0.260Idelalisib— uncovered
COMPLEMENT0.210Inavolisib— uncovered
COAGULATION0.180Binimetinib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
TGF_BETA_SIGNALING0.150Inavolisib— uncovered
APICAL_SURFACE0.130Temsirolimus— uncovered