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

TCGA-93-A4JO-01A-21R-A24X-07

· cohortA1

000b82a6-2d8c-5faa-876b-074855668f14

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
70

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+0.370
  • IL6_JAK_STAT3_SIGNALING+0.350
  • INFLAMMATORY_RESPONSE+0.260
  • INTERFERON_ALPHA_RESPONSE+0.260
  • INTERFERON_GAMMA_RESPONSE+0.260
  • KRAS_SIGNALING_DN+0.180
  • COMPLEMENT+0.100
  • KRAS_SIGNALING_UP+0.090
  • COAGULATION+0.070
  • MYOGENESIS+0.060

Top 10 suppressed

  • MYC_TARGETS_V1-0.580
  • G2M_CHECKPOINT-0.570
  • E2F_TARGETS-0.530
  • MTORC1_SIGNALING-0.510
  • OXIDATIVE_PHOSPHORYLATION-0.510
  • PROTEIN_SECRETION-0.490
  • MITOTIC_SPINDLE-0.400
  • MYC_TARGETS_V2-0.390
  • UNFOLDED_PROTEIN_RESPONSE-0.390
  • ANDROGEN_RESPONSE-0.380

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-44-2657-01A-01R-1107-07
lung-landscapes@6
cohortA10.925
2TCGA-ZF-A9R7-01A-11R-A38B-07
bladder-landscape@3
0.912
3MNG882
mng-umap@100
0.907
4MNG450
mng-umap@100
0.907
5ee0e68bf-7fa0-4edc-a9df-30a63c2db34a
melanoma-umap@29
0.904
6TCGA-97-A4M2-01A-12R-A24X-07
lung-landscapes@6
cohortA10.904
7MDT-AP-2296
medullo-epn-umap@date-based
MedMedulloblastoma0.903
8TCGA-49-AAR4-01A-12R-A41B-07
lung-landscapes@6
cohortA10.902
9TCGA-97-A4M7-01A-11R-A24X-07
lung-landscapes@6
cohortA10.901
106b907244-c173-4e29-a163-24258a430477
melanoma-umap@29
0.897

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.370Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.350Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.260Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.260Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.260Idelalisib— uncovered
KRAS_SIGNALING_DN0.180Remibrutinib— uncovered
COMPLEMENT0.100Inavolisib— uncovered
KRAS_SIGNALING_UP0.090Inavolisib— uncovered
COAGULATION0.070Binimetinib— uncovered
MYOGENESIS0.060Inavolisib— uncovered
IL2_STAT5_SIGNALING0.050Idelalisib— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered