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

TCGA-A7-A0D9-01A-31R-A056-07

· B

54f524d5-ed32-5614-b017-7d92adc918a7

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
B
subtype
B
overall_survival_months
38

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.320
  • HEDGEHOG_SIGNALING+0.300
  • PROTEIN_SECRETION+0.270
  • UNFOLDED_PROTEIN_RESPONSE+0.170
  • UV_RESPONSE_DN+0.140
  • NOTCH_SIGNALING+0.120
  • ADIPOGENESIS+0.100
  • PANCREAS_BETA_CELLS+0.070
  • ANGIOGENESIS+0.060
  • ESTROGEN_RESPONSE_EARLY+0.050

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.610
  • INTERFERON_GAMMA_RESPONSE-0.590
  • ALLOGRAFT_REJECTION-0.580
  • IL6_JAK_STAT3_SIGNALING-0.490
  • E2F_TARGETS-0.460
  • G2M_CHECKPOINT-0.420
  • INFLAMMATORY_RESPONSE-0.420
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.390
  • TNFA_SIGNALING_VIA_NFKB-0.390
  • COMPLEMENT-0.330

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
1SRR8392885
lung-landscapes@6
cohortA30.888
2SRR8518202
breast-umap@18
A0.850
320030017.LumA
breast-umap@18
B0.848
4MBCProject_0063_T1_RNA
breast-umap@18
C0.844
5TCGA-A2-A1FV-01A-11R-A13Q-07
breast-umap@18
B0.843
6sclcCHTN02019_S70.txt
lung-landscapes@6
cohortSC0.839
7TCGA-B6-A0I8-01A-11R-A034-07
breast-umap@18
B0.838
8C3N-02973
lung-landscapes@6
cohortA10.833
9SRR25617895
breast-umap@18
B0.832
10SRR8613752
breast-umap@18
A0.828

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.320Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
PROTEIN_SECRETION0.270Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.170Idelalisib— uncovered
UV_RESPONSE_DN0.140Inavolisib— uncovered
NOTCH_SIGNALING0.120Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
PANCREAS_BETA_CELLS0.070Cobimetinib— uncovered
ANGIOGENESIS0.060Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.050Inavolisib— uncovered
HEME_METABOLISM0.040Temsirolimus— uncovered
MYOGENESIS0.020Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.020Inavolisib— uncovered