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

855f0a82-04de-485d-9613-5ccf08074069

78231ce0-611f-5246-afc8-3cb7edbd70b2

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

  • INTERFERON_ALPHA_RESPONSE+0.700
  • INTERFERON_GAMMA_RESPONSE+0.600
  • ALLOGRAFT_REJECTION+0.400
  • COAGULATION+0.400
  • IL6_JAK_STAT3_SIGNALING+0.400
  • INFLAMMATORY_RESPONSE+0.400
  • KRAS_SIGNALING_DN+0.400
  • APICAL_SURFACE+0.300
  • BILE_ACID_METABOLISM+0.300
  • COMPLEMENT+0.300

Top 10 suppressed

  • E2F_TARGETS-0.600
  • G2M_CHECKPOINT-0.600
  • MYC_TARGETS_V2-0.600
  • MITOTIC_SPINDLE-0.500
  • MYC_TARGETS_V1-0.500
  • UNFOLDED_PROTEIN_RESPONSE-0.500
  • DNA_REPAIR-0.400
  • MTORC1_SIGNALING-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • PROTEIN_SECRETION-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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_NYS8TRCB
brain-umap@2
low-grade glioma0.895
2BS_R244Z0WX
brain-umap@2
pilocytic astrocytoma0.894
3SRR8613709
breast-umap@18
A0.889
4ERR2208952
melanoma-umap@29
0.889
5SRR1468574
brain-umap@2
GTEX0.887
6TCGA-F7-A50G-01A-11R-A266-07
head-neck@1
0.886
7MDT-AP-1152
medullo-epn-umap@date-based
MedMedulloblastoma0.885
8MDT-AP-2283
medullo-epn-umap@date-based
MedMedulloblastoma0.885
9TCGA-69-8453-01A-12R-2326-07
lung-landscapes@6
cohortA10.877
10MDT-AP-2579
medullo-epn-umap@date-based
MedMedulloblastoma0.876

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.700Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
COAGULATION0.400Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.400Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
KRAS_SIGNALING_DN0.400Remibrutinib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
BILE_ACID_METABOLISM0.300Inavolisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.300Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
APOPTOSIS0.100Idelalisib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered