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

TCGA-BA-A4IG-01A-11R-A266-07

e057f1ff-81c6-5e32-9420-6b69721358e8

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

  • E2F_TARGETS+0.580
  • MYC_TARGETS_V1+0.480
  • G2M_CHECKPOINT+0.440
  • OXIDATIVE_PHOSPHORYLATION+0.420
  • MYC_TARGETS_V2+0.380
  • SPERMATOGENESIS+0.380
  • FATTY_ACID_METABOLISM+0.370
  • DNA_REPAIR+0.290
  • MTORC1_SIGNALING+0.280
  • PEROXISOME+0.200

Top 10 suppressed

  • ANGIOGENESIS-0.620
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.560
  • INTERFERON_ALPHA_RESPONSE-0.480
  • MYOGENESIS-0.430
  • NOTCH_SIGNALING-0.430
  • HEDGEHOG_SIGNALING-0.410
  • APICAL_JUNCTION-0.370
  • COAGULATION-0.370
  • INTERFERON_GAMMA_RESPONSE-0.350
  • INFLAMMATORY_RESPONSE-0.300

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-CN-A6V7-01A-12R-A34R-07
head-neck@1
0.894
21ac3f1b2-5b83-470c-b1d3-d35d813f3e65
colon-landscapes@1
0.891
3a8ce7460-8ccd-4638-a854-55c4068af6ec
colon-landscapes@1
0.890
4TCGA-BB-8601-01A-11R-2403-07
head-neck@1
0.887
5SRR2932839
head-neck@1
0.882
6TCGA-33-4532-01A-01R-1201-07
lung-landscapes@6
cohortSQ20.881
796a00cc6-3880-4f03-a08d-73d284787971
colon-landscapes@1
0.881
8TCGA-P3-A5QF-01A-11R-A28V-07
head-neck@1
0.877
9C3N-00555
lung-landscapes@6
cohortSQ20.877
10TCGA-60-2719-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.877

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.580Inavolisib— uncovered
MYC_TARGETS_V10.480Inavolisib— uncovered
G2M_CHECKPOINT0.440Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.420Remibrutinib— uncovered
MYC_TARGETS_V20.380Idelalisib— uncovered
SPERMATOGENESIS0.380Inavolisib— uncovered
FATTY_ACID_METABOLISM0.370Inavolisib— uncovered
DNA_REPAIR0.290Idelalisib— uncovered
MTORC1_SIGNALING0.280Inavolisib— uncovered
PEROXISOME0.200Idelalisib— uncovered
ADIPOGENESIS0.190Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.140Remibrutinib— uncovered
ANDROGEN_RESPONSE0.130Inavolisib— uncovered
HEME_METABOLISM0.110Temsirolimus— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered
UV_RESPONSE_UP0.080Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.070Idelalisib— uncovered
GLYCOLYSIS0.070Inavolisib— uncovered
PROTEIN_SECRETION0.070Remibrutinib— uncovered