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

TCGA-93-A4JN-01A-11R-A24X-07

· cohortA1

003107e3-9e67-5629-a49b-458763ca8a02

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
cohortA1
subtype
cohortA1
age_years
71

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+0.550
  • INTERFERON_GAMMA_RESPONSE+0.370
  • TGF_BETA_SIGNALING+0.320
  • MITOTIC_SPINDLE+0.260
  • UV_RESPONSE_DN+0.250
  • APICAL_JUNCTION+0.200
  • MYOGENESIS+0.190
  • WNT_BETA_CATENIN_SIGNALING+0.190
  • NOTCH_SIGNALING+0.180
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.170

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.550
  • PANCREAS_BETA_CELLS-0.520
  • MTORC1_SIGNALING-0.480
  • MYC_TARGETS_V1-0.470
  • MYC_TARGETS_V2-0.460
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.430
  • CHOLESTEROL_HOMEOSTASIS-0.380
  • FATTY_ACID_METABOLISM-0.380
  • PROTEIN_SECRETION-0.350
  • ADIPOGENESIS-0.340

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
1SRR15030864
colon-landscapes@1
0.826
2SRR35579838
breast-umap@18
D0.803
3s_150203_3a
medullo-epn-umap@date-based
EPNSupratentorial EPN0.794
4SRR5088847
melanoma-umap@29
0.789
5TCGA-BH-A0B5-01A-11R-A12P-07
breast-umap@18
A0.784
6AUR-AFEA-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.780
7SRR6013599
lung-landscapes@6
cohortMD20.780
8AUR-AFE5-TTM4-A-1-1-R-A742-41
breast-umap@18
D0.775
9BSR_12_0175_A5_S64
breast-umap@18
D0.774
10SRR35579832
breast-umap@18
A0.770

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.370Idelalisib— uncovered
TGF_BETA_SIGNALING0.320Inavolisib— uncovered
MITOTIC_SPINDLE0.260Inavolisib— uncovered
UV_RESPONSE_DN0.250Inavolisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.190Inavolisib— uncovered
NOTCH_SIGNALING0.180Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.170Inavolisib— uncovered
ANGIOGENESIS0.060Remibrutinib— uncovered
DNA_REPAIR0.060Idelalisib— uncovered
E2F_TARGETS0.060Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.060Inavolisib— uncovered
G2M_CHECKPOINT0.040Inavolisib— uncovered
APOPTOSIS0.020Idelalisib— uncovered
HEDGEHOG_SIGNALING0.020Inavolisib— uncovered