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

TCGA-AC-A2QH-01B-04R-A22O-07

· D

304327b7-077a-526c-aac5-ac2122f029a8

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
D
subtype
D
overall_survival_months
34

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • G2M_CHECKPOINT+0.390
  • MITOTIC_SPINDLE+0.300
  • E2F_TARGETS+0.270
  • UV_RESPONSE_DN+0.270
  • WNT_BETA_CATENIN_SIGNALING+0.260
  • HEDGEHOG_SIGNALING+0.250
  • SPERMATOGENESIS+0.210
  • NOTCH_SIGNALING+0.180
  • TGF_BETA_SIGNALING+0.090
  • MYC_TARGETS_V2+0.060

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.610
  • ESTROGEN_RESPONSE_LATE-0.550
  • INTERFERON_GAMMA_RESPONSE-0.520
  • OXIDATIVE_PHOSPHORYLATION-0.520
  • ESTROGEN_RESPONSE_EARLY-0.500
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.490
  • ADIPOGENESIS-0.460
  • ALLOGRAFT_REJECTION-0.450
  • P53_PATHWAY-0.450
  • IL6_JAK_STAT3_SIGNALING-0.410

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
1s0122214
melanoma-umap@29
0.931
2SRR2932838
head-neck@1
0.913
3ERR2208889
melanoma-umap@29
0.909
4TCGA-CR-7370-01A-11R-2132-07
head-neck@1
0.905
5SRR6013547
lung-landscapes@6
cohortMD10.898
6TCGA-AC-A2QH-01A-11R-A18M-07
breast-umap@18
D0.894
7SRR10899974
melanoma-umap@29
0.891
8TCGA-56-8083-01A-11R-2247-07
lung-landscapes@6
cohortMD10.885
9TCGA-63-A5MW-01A-11R-A26W-07
lung-landscapes@6
cohortMD10.882
1020130253.TNBC
breast-umap@18
E0.881

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.390Inavolisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
E2F_TARGETS0.270Inavolisib— uncovered
UV_RESPONSE_DN0.270Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
NOTCH_SIGNALING0.180Inavolisib— uncovered
TGF_BETA_SIGNALING0.090Inavolisib— uncovered
MYC_TARGETS_V20.060Idelalisib— uncovered
PANCREAS_BETA_CELLS0.060Cobimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.030Inavolisib— uncovered
MYC_TARGETS_V10.020Inavolisib— uncovered
KRAS_SIGNALING_DN0.010Remibrutinib— uncovered