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

TCGA-97-7554-01A-11R-2039-07

· cohortA1

7809f089-cdfd-578c-b8b5-17016a548c96

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
83

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.450
  • INTERFERON_ALPHA_RESPONSE+0.440
  • TGF_BETA_SIGNALING+0.440
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.430
  • UV_RESPONSE_DN+0.410
  • INTERFERON_GAMMA_RESPONSE+0.400
  • NOTCH_SIGNALING+0.350
  • ANGIOGENESIS+0.330
  • APICAL_JUNCTION+0.330
  • INFLAMMATORY_RESPONSE+0.320

Top 10 suppressed

  • MYC_TARGETS_V2-0.420
  • E2F_TARGETS-0.390
  • OXIDATIVE_PHOSPHORYLATION-0.370
  • MYC_TARGETS_V1-0.320
  • G2M_CHECKPOINT-0.310
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.280
  • KRAS_SIGNALING_DN-0.230
  • FATTY_ACID_METABOLISM-0.180
  • MTORC1_SIGNALING-0.170
  • P53_PATHWAY-0.130

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-86-8055-01A-11R-2241-07
lung-landscapes@6
cohortA10.894
2efe57fc7-7cf4-432b-86ff-9fd2d1a37b5e
melanoma-umap@29
0.886
3TCGA-64-1679-01A-21R-2066-07
lung-landscapes@6
cohortA10.882
4TCGA-55-6712-01A-11R-1858-07
lung-landscapes@6
cohortA10.875
5TCGA-DK-A1AF-01A-11R-A13Y-07
bladder-landscape@3
0.872
6TCGA-AR-A24V-01A-21R-A169-07
breast-umap@18
A0.871
7TCGA-69-7761-01A-11R-2170-07
lung-landscapes@6
cohortA10.869
8TCGA-44-6775-01A-11R-1858-07
lung-landscapes@6
cohortA10.867
9TCGA-63-A5MN-01A-22R-A27Q-07
lung-landscapes@6
cohortA10.866
10TCGA-CR-7376-01A-11R-2132-07
head-neck@1
0.865

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.450Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.440Inavolisib— uncovered
TGF_BETA_SIGNALING0.440Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
UV_RESPONSE_DN0.410Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
NOTCH_SIGNALING0.350Inavolisib— uncovered
ANGIOGENESIS0.330Remibrutinib— uncovered
APICAL_JUNCTION0.330Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.320Idelalisib— uncovered
APOPTOSIS0.310Idelalisib— uncovered
COAGULATION0.310Binimetinib— uncovered
MITOTIC_SPINDLE0.290Inavolisib— uncovered
ALLOGRAFT_REJECTION0.270Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.260Inavolisib— uncovered
ANDROGEN_RESPONSE0.250Inavolisib— uncovered
COMPLEMENT0.240Inavolisib— uncovered
HEME_METABOLISM0.220Temsirolimus— uncovered
KRAS_SIGNALING_UP0.220Inavolisib— uncovered
HEDGEHOG_SIGNALING0.210Inavolisib— uncovered