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

TCGA-MT-A51W-01A-21R-A266-07

a47256f4-ddfd-5cee-861b-6ed1a81f40dd

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+0.720
  • INTERFERON_GAMMA_RESPONSE+0.560
  • TNFA_SIGNALING_VIA_NFKB+0.460
  • OXIDATIVE_PHOSPHORYLATION+0.350
  • P53_PATHWAY+0.340
  • MYC_TARGETS_V1+0.330
  • ESTROGEN_RESPONSE_LATE+0.310
  • IL6_JAK_STAT3_SIGNALING+0.310
  • MYC_TARGETS_V2+0.290
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.290

Top 10 suppressed

  • ANGIOGENESIS-0.380
  • MYOGENESIS-0.290
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.240
  • PANCREAS_BETA_CELLS-0.200
  • HEDGEHOG_SIGNALING-0.120
  • UV_RESPONSE_DN-0.120
  • SPERMATOGENESIS-0.080
  • KRAS_SIGNALING_UP-0.040
  • BILE_ACID_METABOLISM-0.030
  • UNFOLDED_PROTEIN_RESPONSE-0.020

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
1TCGA-CV-7099-01A-41R-2016-07
head-neck@1
0.882
2TCGA-CV-7089-01A-11R-2016-07
head-neck@1
0.846
3TCGA-E7-A7XN-01A-11R-A352-07
bladder-landscape@3
0.834
4BS_GJNCYABP
brain-umap@2
ATRT0.815
5TCGA-XF-AAN2-01A-11R-A42T-07
bladder-landscape@3
0.812
6TCGA-CQ-6220-01A-11R-1915-07
head-neck@1
0.812
7SRR1313147
breast-umap@18
E0.811
88f1213be-da41-4cd6-97b2-f9fce1ea00ff
colon-landscapes@1
0.808
9c340b651-bd01-4194-a67b-e801d0feeb2b
colon-landscapes@1
0.807
10TCGA-P3-A6T7-01A-11R-A34R-07
head-neck@1
0.794

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.720Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.560Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.460Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.350Remibrutinib— uncovered
P53_PATHWAY0.340Idelalisib— uncovered
MYC_TARGETS_V10.330Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.310Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.310Inavolisib— uncovered
MYC_TARGETS_V20.290Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.290Inavolisib— uncovered
G2M_CHECKPOINT0.280Inavolisib— uncovered
PROTEIN_SECRETION0.260Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.250Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.250Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.240Inavolisib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered
GLYCOLYSIS0.230Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.220Remibrutinib— uncovered
HYPOXIA0.220Idelalisib— uncovered
APOPTOSIS0.210Idelalisib— uncovered