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

TCGA-BT-A0S7-01A-11R-A10U-07

9a45ad63-78ba-5698-9593-3fb28b2c78c1

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
overall_survival_months
6.570302234
os_event
true
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.510
  • MYC_TARGETS_V1+0.490
  • G2M_CHECKPOINT+0.470
  • MYC_TARGETS_V2+0.400
  • PROTEIN_SECRETION+0.340
  • UNFOLDED_PROTEIN_RESPONSE+0.280
  • MTORC1_SIGNALING+0.210
  • SPERMATOGENESIS+0.150
  • PANCREAS_BETA_CELLS+0.140
  • ADIPOGENESIS+0.130

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.620
  • INTERFERON_GAMMA_RESPONSE-0.490
  • IL6_JAK_STAT3_SIGNALING-0.270
  • INFLAMMATORY_RESPONSE-0.250
  • APOPTOSIS-0.240
  • IL2_STAT5_SIGNALING-0.200
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.200
  • XENOBIOTIC_METABOLISM-0.180
  • ALLOGRAFT_REJECTION-0.170
  • COMPLEMENT-0.160

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MDT-AP-2956
medullo-epn-umap@date-based
MedMedulloblastoma0.845
2a7e776a3-4159-4cf7-8e05-2c2202330f58
melanoma-umap@29
0.843
3SRR10900595
melanoma-umap@29
0.842
4MNG1195
mng-umap@100
0.838
5TCGA-86-8054-01A-11R-2241-07
lung-landscapes@6
cohortA30.836
6SRR25043616
head-neck@1
0.834
7SRR33532819
breast-umap@18
E0.826
8BS_MDBT7S5Z
brain-umap@2
high-grade glioma0.826
9TCGA-21-1072-01A-01R-0692-07
lung-landscapes@6
cohortSQ20.824
10MNG1194
mng-umap@100
0.824

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.510Inavolisib— uncovered
MYC_TARGETS_V10.490Inavolisib— uncovered
G2M_CHECKPOINT0.470Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
PROTEIN_SECRETION0.340Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.280Idelalisib— uncovered
MTORC1_SIGNALING0.210Inavolisib— uncovered
SPERMATOGENESIS0.150Inavolisib— uncovered
PANCREAS_BETA_CELLS0.140Cobimetinib— uncovered
ADIPOGENESIS0.130Inavolisib— uncovered
FATTY_ACID_METABOLISM0.130Inavolisib— uncovered
HEME_METABOLISM0.120Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.110Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.110Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.090Remibrutinib— uncovered
UV_RESPONSE_DN0.060Inavolisib— uncovered
MITOTIC_SPINDLE0.050Inavolisib— uncovered
ANGIOGENESIS0.030Remibrutinib— uncovered
KRAS_SIGNALING_DN0.030Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.030Inavolisib— uncovered