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

TCGA-CN-A641-01A-11R-A30B-07

3217431e-123c-5274-a0f8-947b4396ebcd

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
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

  • MYC_TARGETS_V2+0.590
  • MYC_TARGETS_V1+0.480
  • E2F_TARGETS+0.400
  • PANCREAS_BETA_CELLS+0.380
  • G2M_CHECKPOINT+0.290
  • UNFOLDED_PROTEIN_RESPONSE+0.290
  • MTORC1_SIGNALING+0.160
  • ESTROGEN_RESPONSE_LATE+0.150
  • SPERMATOGENESIS+0.140
  • UV_RESPONSE_UP+0.130

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.530
  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.500
  • ALLOGRAFT_REJECTION-0.470
  • TGF_BETA_SIGNALING-0.400
  • UV_RESPONSE_DN-0.400
  • IL2_STAT5_SIGNALING-0.390
  • APICAL_SURFACE-0.380
  • ANGIOGENESIS-0.360
  • IL6_JAK_STAT3_SIGNALING-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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-86-A4D0-01A-11R-A24H-07
lung-landscapes@6
cohortA30.901
2TCGA-39-5037-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.873
3C3L-00965
lung-landscapes@6
cohortSQ20.872
4TCGA-AN-A03Y-01A-21R-A00Z-07
breast-umap@18
B0.864
5SRR8518243
breast-umap@18
E0.858
6SRR4195654
colon-landscapes@1
0.857
7TCGA-77-A5G7-01B-11R-A27Q-07
lung-landscapes@6
cohortSQ10.855
8TCGA-66-2754-01A-01R-0980-07
lung-landscapes@6
cohortA30.849
9BS_JZRM1S3T
brain-umap@2
medulloblastoma0.847
10C3L-01285
lung-landscapes@6
cohortSQ20.847

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.590Idelalisib— uncovered
MYC_TARGETS_V10.480Inavolisib— uncovered
E2F_TARGETS0.400Inavolisib— uncovered
PANCREAS_BETA_CELLS0.380Cobimetinib— uncovered
G2M_CHECKPOINT0.290Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.290Idelalisib— uncovered
MTORC1_SIGNALING0.160Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.150Idelalisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
UV_RESPONSE_UP0.130Idelalisib— uncovered
BILE_ACID_METABOLISM0.120Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.110Inavolisib— uncovered
DNA_REPAIR0.080Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.070Remibrutinib— uncovered
KRAS_SIGNALING_DN0.050Remibrutinib— uncovered
P53_PATHWAY0.020Idelalisib— uncovered