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

TCGA-38-4627-01A-01R-1206-07

· cohortA1

c388d145-df71-5120-b219-1f6520bdf3e3

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
64

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.690
  • ANGIOGENESIS+0.510
  • COAGULATION+0.460
  • HEDGEHOG_SIGNALING+0.420
  • MYOGENESIS+0.420
  • KRAS_SIGNALING_UP+0.410
  • UV_RESPONSE_DN+0.390
  • COMPLEMENT+0.380
  • INFLAMMATORY_RESPONSE+0.380
  • APICAL_JUNCTION+0.360

Top 10 suppressed

  • MYC_TARGETS_V2-0.620
  • E2F_TARGETS-0.590
  • G2M_CHECKPOINT-0.560
  • MYC_TARGETS_V1-0.420
  • MITOTIC_SPINDLE-0.370
  • DNA_REPAIR-0.280
  • UNFOLDED_PROTEIN_RESPONSE-0.220
  • MTORC1_SIGNALING-0.180
  • SPERMATOGENESIS-0.160
  • OXIDATIVE_PHOSPHORYLATION-0.100

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-46-3766-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.945
2TCGA-44-6777-01A-11R-1858-07
lung-landscapes@6
cohortA10.936
3SRR25617929
breast-umap@18
A0.926
4TCGA-E9-A22E-01A-11R-A157-07
breast-umap@18
A0.925
5TCGA-CR-7386-01A-11R-2016-07
head-neck@1
0.924
6ERR2208941
melanoma-umap@29
0.923
7MBCProject_0419_T2_RNA
breast-umap@18
A0.922
8TCGA-E9-A1NF-01A-11R-A14D-07
breast-umap@18
C0.919
9TCGA-49-6744-01A-11R-1858-07
lung-landscapes@6
cohortA10.916
10TCGA-55-8091-01A-11R-2241-07
lung-landscapes@6
cohortA10.916

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.690Inavolisib— uncovered
ANGIOGENESIS0.510Remibrutinib— uncovered
COAGULATION0.460Binimetinib— uncovered
HEDGEHOG_SIGNALING0.420Inavolisib— uncovered
MYOGENESIS0.420Inavolisib— uncovered
KRAS_SIGNALING_UP0.410Inavolisib— uncovered
UV_RESPONSE_DN0.390Inavolisib— uncovered
COMPLEMENT0.380Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.380Idelalisib— uncovered
APICAL_JUNCTION0.360Inavolisib— uncovered
PANCREAS_BETA_CELLS0.360Cobimetinib— uncovered
TGF_BETA_SIGNALING0.350Inavolisib— uncovered
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
ANDROGEN_RESPONSE0.290Inavolisib— uncovered
HYPOXIA0.290Idelalisib— uncovered
APOPTOSIS0.260Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.250Inavolisib— uncovered
BILE_ACID_METABOLISM0.240Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.240Inavolisib— uncovered