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

f426318a-9c1a-4476-a087-2b3a84096f5c

09c51d7d-9ab9-5794-9480-c38896b95601

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+0.400
  • IL6_JAK_STAT3_SIGNALING+0.400
  • INFLAMMATORY_RESPONSE+0.400
  • INTERFERON_ALPHA_RESPONSE+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • ANGIOGENESIS+0.300
  • COAGULATION+0.300
  • COMPLEMENT+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • MYOGENESIS+0.300

Top 10 suppressed

  • MYC_TARGETS_V2-0.600
  • MYC_TARGETS_V1-0.500
  • ANDROGEN_RESPONSE-0.400
  • PROTEIN_SECRETION-0.400
  • UNFOLDED_PROTEIN_RESPONSE-0.400
  • E2F_TARGETS-0.300
  • G2M_CHECKPOINT-0.300
  • MITOTIC_SPINDLE-0.300
  • MTORC1_SIGNALING-0.300
  • PEROXISOME-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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-85-A513-01A-12R-A26W-07
lung-landscapes@6
cohortA10.937
22d8d97e6-b599-4444-8e11-73adb55be0be
melanoma-umap@29
0.923
3SRR8392886
lung-landscapes@6
cohortA10.916
4SRR1472301
brain-umap@2
GTEX0.915
5f2903ac6-88e3-4653-a966-ab593fba51bf
melanoma-umap@29
0.910
6SRR6013478
lung-landscapes@6
cohortMD20.908
7SJEPD001535_R2.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.907
8TCGA-22-1005-01A-01R-0692-07
lung-landscapes@6
cohortMD20.905
9SRR1319539
brain-umap@2
GTEX0.904
10TCGA-A2-A0CR-01A-11R-A22K-07
breast-umap@18
B0.902

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
COAGULATION0.300Binimetinib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.200Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered
HYPOXIA0.100Idelalisib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered