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

TCGA-44-6777-01A-11R-1858-07

· cohortA1

cb50fa8e-2ea3-59c4-a0e5-46d31e1609cf

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
85

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+0.600
  • ANGIOGENESIS+0.530
  • ALLOGRAFT_REJECTION+0.510
  • INFLAMMATORY_RESPONSE+0.480
  • KRAS_SIGNALING_UP+0.480
  • COMPLEMENT+0.470
  • IL6_JAK_STAT3_SIGNALING+0.470
  • COAGULATION+0.430
  • IL2_STAT5_SIGNALING+0.410
  • INTERFERON_GAMMA_RESPONSE+0.410

Top 10 suppressed

  • MYC_TARGETS_V2-0.650
  • E2F_TARGETS-0.580
  • G2M_CHECKPOINT-0.500
  • MYC_TARGETS_V1-0.500
  • DNA_REPAIR-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.340
  • SPERMATOGENESIS-0.170
  • MTORC1_SIGNALING-0.070
  • UNFOLDED_PROTEIN_RESPONSE-0.070
  • FATTY_ACID_METABOLISM-0.040

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
1TCGA-CR-7386-01A-11R-2016-07
head-neck@1
0.962
2TCGA-46-3766-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.942
3TCGA-38-4627-01A-01R-1206-07
lung-landscapes@6
cohortA10.936
4BS_52426AMF
brain-umap@2
low-grade glioma0.936
5TCGA-64-5815-01A-01R-1628-07
lung-landscapes@6
cohortA10.936
6TCGA-AO-A03U-01B-21R-A10J-07
breast-umap@18
D0.931
7BS_RRAEQZ97
brain-umap@2
pilocytic astrocytoma0.929
8TCGA-DK-A1AF-01A-11R-A13Y-07
bladder-landscape@3
0.924
9TCGA-73-4658-01A-01R-1755-07
lung-landscapes@6
cohortA10.921
10TCGA-49-6744-01A-11R-1858-07
lung-landscapes@6
cohortA10.915

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.600Inavolisib— uncovered
ANGIOGENESIS0.530Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.510Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.480Idelalisib— uncovered
KRAS_SIGNALING_UP0.480Inavolisib— uncovered
COMPLEMENT0.470Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.470Inavolisib— uncovered
COAGULATION0.430Binimetinib— uncovered
IL2_STAT5_SIGNALING0.410Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.410Idelalisib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
HYPOXIA0.400Idelalisib— uncovered
MYOGENESIS0.390Inavolisib— uncovered
UV_RESPONSE_DN0.380Inavolisib— uncovered
HEDGEHOG_SIGNALING0.370Inavolisib— uncovered
PANCREAS_BETA_CELLS0.370Cobimetinib— uncovered
NOTCH_SIGNALING0.360Inavolisib— uncovered
APICAL_JUNCTION0.350Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.350Inavolisib— uncovered
TGF_BETA_SIGNALING0.310Inavolisib— uncovered