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

TCGA-CR-7379-01A-11R-2016-07

bb859e45-7553-5e1b-b953-5cb1ee2a4413

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

  • MYC_TARGETS_V2+0.600
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.490
  • ANGIOGENESIS+0.390
  • MYC_TARGETS_V1+0.350
  • TNFA_SIGNALING_VIA_NFKB+0.330
  • TGF_BETA_SIGNALING+0.300
  • INFLAMMATORY_RESPONSE+0.280
  • MTORC1_SIGNALING+0.280
  • UV_RESPONSE_UP+0.270
  • KRAS_SIGNALING_UP+0.250

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.570
  • INTERFERON_GAMMA_RESPONSE-0.370
  • APICAL_SURFACE-0.220
  • BILE_ACID_METABOLISM-0.140
  • PEROXISOME-0.090
  • SPERMATOGENESIS-0.090
  • DNA_REPAIR-0.080
  • KRAS_SIGNALING_DN-0.080
  • ALLOGRAFT_REJECTION-0.070
  • WNT_BETA_CATENIN_SIGNALING-0.070

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1ERR2278862
head-neck@1
0.808
2SAMN03290908
melanoma-umap@29
0.770
3SRR12475169
colon-landscapes@1
0.768
4TCGA-CN-5355-01A-01R-1436-07
head-neck@1
0.765
5SRR2932813
head-neck@1
0.756
6BS_23QW0BBA
brain-umap@2
high-grade glioma0.748
7SRR8526723
lung-landscapes@6
cohortA10.731
8247323b2-dc45-427e-bc41-c33f2fbbe77b
melanoma-umap@29
0.727
9MNG75
mng-umap@100
0.727
10TCGA-77-7337-01A-21R-2045-07
lung-landscapes@6
cohortSQ10.723

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.600Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.490Inavolisib— uncovered
ANGIOGENESIS0.390Remibrutinib— uncovered
MYC_TARGETS_V10.350Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.330Inavolisib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.280Idelalisib— uncovered
MTORC1_SIGNALING0.280Inavolisib— uncovered
UV_RESPONSE_UP0.270Idelalisib— uncovered
KRAS_SIGNALING_UP0.250Inavolisib— uncovered
GLYCOLYSIS0.230Inavolisib— uncovered
ANDROGEN_RESPONSE0.210Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
HYPOXIA0.190Idelalisib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
G2M_CHECKPOINT0.180Inavolisib— uncovered
COAGULATION0.170Binimetinib— uncovered
IL2_STAT5_SIGNALING0.170Idelalisib— uncovered
MYOGENESIS0.170Inavolisib— uncovered
PROTEIN_SECRETION0.170Remibrutinib— uncovered