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

TCGA-77-A5FZ-01A-31R-A27Q-07

· cohortMD2

997f3839-0879-5433-8017-20985f144bb2

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
cohortMD2
subtype
cohortMD2
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

  • ALLOGRAFT_REJECTION+0.600
  • IL6_JAK_STAT3_SIGNALING+0.600
  • INFLAMMATORY_RESPONSE+0.540
  • TNFA_SIGNALING_VIA_NFKB+0.540
  • INTERFERON_GAMMA_RESPONSE+0.500
  • COMPLEMENT+0.480
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.470
  • ANGIOGENESIS+0.450
  • COAGULATION+0.410
  • KRAS_SIGNALING_UP+0.410

Top 10 suppressed

  • MYC_TARGETS_V2-0.640
  • MYC_TARGETS_V1-0.630
  • E2F_TARGETS-0.620
  • G2M_CHECKPOINT-0.530
  • MTORC1_SIGNALING-0.470
  • OXIDATIVE_PHOSPHORYLATION-0.470
  • GLYCOLYSIS-0.410
  • DNA_REPAIR-0.400
  • CHOLESTEROL_HOMEOSTASIS-0.370
  • PROTEIN_SECRETION-0.360

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-44-A47G-01A-21R-A24H-07
lung-landscapes@6
cohortA10.951
2SRR2771286
melanoma-umap@29
0.950
359f108c6-677f-4cf2-89fd-6bd15133dd6f
colon-landscapes@1
0.947
4TCGA-99-8028-01A-11R-2241-07
lung-landscapes@6
cohortMD20.945
52cec663c-00c8-48b5-967b-f2a53c0fb409
colon-landscapes@1
0.944
6TCGA-98-A53C-01A-11R-A262-07
lung-landscapes@6
cohortMD20.942
7C3N-02923
lung-landscapes@6
cohortMD20.938
8c6396737-3587-46a7-808d-963eebe41224
colon-landscapes@1
0.937
9X038167c2.c7d9.47a2.9172.1cfe391c8131
lung-landscapes@6
cohortMD20.935
10ERR2208937
melanoma-umap@29
0.934

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.600Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.600Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.540Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.540Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
COMPLEMENT0.480Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.470Inavolisib— uncovered
ANGIOGENESIS0.450Remibrutinib— uncovered
COAGULATION0.410Binimetinib— uncovered
KRAS_SIGNALING_UP0.410Inavolisib— uncovered
IL2_STAT5_SIGNALING0.360Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.360Inavolisib— uncovered
MYOGENESIS0.330Inavolisib— uncovered
UV_RESPONSE_DN0.260Inavolisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
HYPOXIA0.170Idelalisib— uncovered
APOPTOSIS0.160Idelalisib— uncovered
HEDGEHOG_SIGNALING0.150Inavolisib— uncovered
APICAL_JUNCTION0.110Inavolisib— uncovered
APICAL_SURFACE0.110Temsirolimus— uncovered