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

TCGA-CQ-5331-01A-02R-1873-07

7ca7d966-6a41-573a-bd4e-0f604875f8ad

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

  • INTERFERON_ALPHA_RESPONSE+0.750
  • INTERFERON_GAMMA_RESPONSE+0.630
  • ALLOGRAFT_REJECTION+0.530
  • IL6_JAK_STAT3_SIGNALING+0.490
  • INFLAMMATORY_RESPONSE+0.400
  • MYC_TARGETS_V2+0.370
  • COMPLEMENT+0.340
  • PI3K_AKT_MTOR_SIGNALING+0.330
  • MYC_TARGETS_V1+0.270
  • MTORC1_SIGNALING+0.230

Top 10 suppressed

  • MYOGENESIS-0.390
  • ANGIOGENESIS-0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.330
  • HEDGEHOG_SIGNALING-0.320
  • WNT_BETA_CATENIN_SIGNALING-0.270
  • HYPOXIA-0.240
  • GLYCOLYSIS-0.220
  • PANCREAS_BETA_CELLS-0.200
  • NOTCH_SIGNALING-0.170
  • ESTROGEN_RESPONSE_EARLY-0.160

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
1SRR8518312
breast-umap@18
D0.835
2TCGA-CV-6938-01A-11R-1915-07
head-neck@1
0.819
3SRR25043627
head-neck@1
0.819
4SRR8518156
breast-umap@18
D0.816
5SAMN03290949
melanoma-umap@29
0.813
6TCGA-A8-A08P-01A-11R-A00Z-07
breast-umap@18
C0.811
7SRR35579807
breast-umap@18
C0.805
8MNG1225
mng-umap@100
0.803
9a88a1582-88b8-4e7e-9baf-09279b49a492
melanoma-umap@29
0.801
10TCGA-E7-A7XN-01A-11R-A352-07
bladder-landscape@3
0.801

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.750Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.630Idelalisib— uncovered
ALLOGRAFT_REJECTION0.530Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.490Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
MYC_TARGETS_V20.370Idelalisib— uncovered
COMPLEMENT0.340Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.330Inavolisib— uncovered
MYC_TARGETS_V10.270Inavolisib— uncovered
MTORC1_SIGNALING0.230Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.190Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.180Inavolisib— uncovered
ANDROGEN_RESPONSE0.170Inavolisib— uncovered
BILE_ACID_METABOLISM0.170Inavolisib— uncovered
IL2_STAT5_SIGNALING0.170Idelalisib— uncovered
G2M_CHECKPOINT0.160Inavolisib— uncovered
PEROXISOME0.150Idelalisib— uncovered
PROTEIN_SECRETION0.150Remibrutinib— uncovered
KRAS_SIGNALING_UP0.120Inavolisib— uncovered
APOPTOSIS0.090Idelalisib— uncovered