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

TCGA-LD-A7W6-01A-81R-A352-07

· A

1bead955-5a68-5a87-938c-9fd7bcf55bdd

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
13
os_event
false

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+0.510
  • WNT_BETA_CATENIN_SIGNALING+0.370
  • ESTROGEN_RESPONSE_EARLY+0.160
  • INTERFERON_GAMMA_RESPONSE+0.130
  • KRAS_SIGNALING_DN+0.120
  • ESTROGEN_RESPONSE_LATE+0.090
  • NOTCH_SIGNALING+0.080
  • MYOGENESIS+0.060
  • DNA_REPAIR+0.020
  • TGF_BETA_SIGNALING-0.010

Top 10 suppressed

  • MTORC1_SIGNALING-0.560
  • OXIDATIVE_PHOSPHORYLATION-0.480
  • PROTEIN_SECRETION-0.480
  • MYC_TARGETS_V1-0.470
  • ANGIOGENESIS-0.440
  • CHOLESTEROL_HOMEOSTASIS-0.420
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • COMPLEMENT-0.380
  • ANDROGEN_RESPONSE-0.370
  • GLYCOLYSIS-0.320

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
188448
medullo-epn-umap@date-based
EPNSupratentorial EPN0.871
220040121.LumB
breast-umap@18
D0.852
3SRR4195656
colon-landscapes@1
0.832
4SRR33532764
breast-umap@18
D0.829
5SRR650134
bladder-landscape@3
0.823
6MBCproject_6016_T1_RNA
breast-umap@18
A0.811
7SRR4195673
colon-landscapes@1
0.808
8aMVAC.P_002_TURBT_S219
bladder-landscape@3
0.800
9SRR1313093
breast-umap@18
B0.797
10MNG961
mng-umap@100
0.796

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.510Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.370Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.160Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.130Idelalisib— uncovered
KRAS_SIGNALING_DN0.120Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.090Idelalisib— uncovered
NOTCH_SIGNALING0.080Inavolisib— uncovered
MYOGENESIS0.060Inavolisib— uncovered
DNA_REPAIR0.020Idelalisib— uncovered