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

94b2af92-0cfc-40b2-977d-6bd0fa4440d9

6d2e975e-f0b9-5fc8-8c07-d5b52ab3f7ad

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

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
  • INTERFERON_ALPHA_RESPONSE+0.600
  • INTERFERON_GAMMA_RESPONSE+0.600
  • INFLAMMATORY_RESPONSE+0.500
  • COMPLEMENT+0.400
  • TNFA_SIGNALING_VIA_NFKB+0.300
  • IL2_STAT5_SIGNALING+0.200
  • KRAS_SIGNALING_UP+0.200
  • APOPTOSIS+0.100

Top 10 suppressed

  • MYC_TARGETS_V2-0.700
  • E2F_TARGETS-0.500
  • G2M_CHECKPOINT-0.500
  • MYC_TARGETS_V1-0.500
  • DNA_REPAIR-0.400
  • MITOTIC_SPINDLE-0.400
  • NOTCH_SIGNALING-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • ADIPOGENESIS-0.300
  • GLYCOLYSIS-0.300

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
1SRR8518255
breast-umap@18
D0.937
298e49cc4-1040-4291-b975-da3e8fc3ddfc
melanoma-umap@29
0.910
3ff12dc45-d7ab-45ae-a049-2d20e3c546b6
melanoma-umap@29
0.909
43c5fe4dc-8606-4615-994f-c41861f08f5a
melanoma-umap@29
0.892
539927c92-75d7-424c-9bcd-63def0075a1d
melanoma-umap@29
0.887
63a2b80a5-6937-423a-92bf-9e25a0b23c5b
melanoma-umap@29
0.878
7d24acd56-d148-487c-8d44-b303a68eb9d2
melanoma-umap@29
0.875
8TCGA-MP-A4TJ-01A-51R-A262-07
lung-landscapes@6
cohortA10.874
9TCGA-55-6987-01A-11R-1949-07
lung-landscapes@6
cohortMD20.872
10SRR8518215
breast-umap@18
D0.871

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 15 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
INTERFERON_ALPHA_RESPONSE0.600Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.500Idelalisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
COAGULATION0.100Binimetinib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.100Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered