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

TCGA-AC-A62Y-01A-11R-A29R-07

· A

da81a9ec-d20e-5acc-92ef-7070ce031966

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
A
subtype
A
overall_survival_months
18

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TNFA_SIGNALING_VIA_NFKB+0.490
  • INTERFERON_ALPHA_RESPONSE+0.460
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.360
  • INFLAMMATORY_RESPONSE+0.340
  • INTERFERON_GAMMA_RESPONSE+0.340
  • PANCREAS_BETA_CELLS+0.330
  • APOPTOSIS+0.310
  • COMPLEMENT+0.310
  • KRAS_SIGNALING_UP+0.300
  • FATTY_ACID_METABOLISM+0.290

Top 10 suppressed

  • MITOTIC_SPINDLE-0.460
  • MYC_TARGETS_V2-0.460
  • G2M_CHECKPOINT-0.410
  • WNT_BETA_CATENIN_SIGNALING-0.380
  • E2F_TARGETS-0.340
  • MYC_TARGETS_V1-0.330
  • UNFOLDED_PROTEIN_RESPONSE-0.320
  • APICAL_JUNCTION-0.280
  • HEDGEHOG_SIGNALING-0.250
  • PI3K_AKT_MTOR_SIGNALING-0.250

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-67-3773-01A-01R-0946-07
lung-landscapes@6
cohortA10.871
2TCGA-97-8177-01A-11R-2287-07
lung-landscapes@6
cohortA10.850
3SRR6013535
lung-landscapes@6
cohortMD20.842
4SJEPD013_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.841
5MDT-AP-0499
medullo-epn-umap@date-based
MedMedulloblastoma0.832
6TCGA-67-3772-01A-01R-0946-07
lung-landscapes@6
cohortA10.828
7SRR8518286
breast-umap@18
F0.827
8da7cbc0a-95dc-4303-a5dd-75857c066f3b
melanoma-umap@29
0.826
9SRR1079591
brain-umap@2
GTEX0.822
10AUR-AFUL-TTP1-A-1-1-R-A743-41
breast-umap@18
C0.820

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
TNFA_SIGNALING_VIA_NFKB0.490Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.460Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.360Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.340Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.340Idelalisib— uncovered
PANCREAS_BETA_CELLS0.330Cobimetinib— uncovered
APOPTOSIS0.310Idelalisib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
FATTY_ACID_METABOLISM0.290Inavolisib— uncovered
P53_PATHWAY0.280Idelalisib— uncovered
COAGULATION0.270Binimetinib— uncovered
UV_RESPONSE_UP0.260Idelalisib— uncovered
BILE_ACID_METABOLISM0.250Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.250Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.250Inavolisib— uncovered
ALLOGRAFT_REJECTION0.230Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.210Inavolisib— uncovered
HYPOXIA0.210Idelalisib— uncovered
ADIPOGENESIS0.190Inavolisib— uncovered