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

6a43f966-cb2b-47ee-b0f4-c269707daa88

96e17054-8a8f-52f8-8ed8-3e942943259b

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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.500
  • IL6_JAK_STAT3_SIGNALING+0.500
  • ALLOGRAFT_REJECTION+0.400
  • INFLAMMATORY_RESPONSE+0.400
  • INTERFERON_ALPHA_RESPONSE+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • KRAS_SIGNALING_UP+0.400
  • MITOTIC_SPINDLE+0.400
  • TGF_BETA_SIGNALING+0.400
  • TNFA_SIGNALING_VIA_NFKB+0.400

Top 10 suppressed

  • MYC_TARGETS_V2-0.500
  • OXIDATIVE_PHOSPHORYLATION-0.500
  • ADIPOGENESIS-0.300
  • PANCREAS_BETA_CELLS-0.300
  • DNA_REPAIR-0.200
  • ESTROGEN_RESPONSE_EARLY-0.200
  • ESTROGEN_RESPONSE_LATE-0.200
  • FATTY_ACID_METABOLISM-0.200
  • GLYCOLYSIS-0.200
  • KRAS_SIGNALING_DN-0.200

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
1SRR8613802
breast-umap@18
D0.874
257f2cc66-9163-4e07-93f8-d5a2158e7125
melanoma-umap@29
0.863
3TCGA-55-6978-01A-11R-1949-07
lung-landscapes@6
cohortA10.859
4MDT-AP-2796
medullo-epn-umap@date-based
MedMedulloblastoma0.859
5TCGA-BH-A1FE-01A-11R-A13Q-07
breast-umap@18
A0.859
6TCGA-CR-7382-01A-11R-2132-07
head-neck@1
0.850
7TCGA-D8-A27M-01A-11R-A16F-07
breast-umap@18
D0.849
8TCGA-E2-A1B1-01A-21R-A12P-07
breast-umap@18
A0.845
9SRR650191
bladder-landscape@3
0.842
10d53d6bb4.fa4d.4fb5.abcb.208af064f719
lung-landscapes@6
cohortMD20.838

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.500Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
KRAS_SIGNALING_UP0.400Inavolisib— uncovered
MITOTIC_SPINDLE0.400Inavolisib— uncovered
TGF_BETA_SIGNALING0.400Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.400Inavolisib— uncovered
APOPTOSIS0.300Idelalisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
COAGULATION0.200Binimetinib— uncovered
E2F_TARGETS0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered