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

X63da1fd8.ca5b.494f.8625.4daf5f898f53

· cohortA1

ea4c1d2e-ade7-59d8-ab25-32aad6addecd

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
73

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+0.490
  • TNFA_SIGNALING_VIA_NFKB+0.430
  • E2F_TARGETS+0.380
  • IL6_JAK_STAT3_SIGNALING+0.370
  • INFLAMMATORY_RESPONSE+0.360
  • G2M_CHECKPOINT+0.340
  • UNFOLDED_PROTEIN_RESPONSE+0.320
  • INTERFERON_GAMMA_RESPONSE+0.310
  • MYC_TARGETS_V1+0.300
  • ANGIOGENESIS+0.240

Top 10 suppressed

  • ADIPOGENESIS-0.290
  • FATTY_ACID_METABOLISM-0.290
  • XENOBIOTIC_METABOLISM-0.290
  • ESTROGEN_RESPONSE_EARLY-0.280
  • ESTROGEN_RESPONSE_LATE-0.250
  • KRAS_SIGNALING_DN-0.250
  • NOTCH_SIGNALING-0.240
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.240
  • BILE_ACID_METABOLISM-0.230
  • CHOLESTEROL_HOMEOSTASIS-0.230

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
1TCGA-91-6848-01A-11R-1949-07
lung-landscapes@6
cohortA10.822
2SRR493951
lung-landscapes@6
cohortMD20.804
3TCGA-CQ-A4CB-01A-11R-A24Z-07
head-neck@1
0.779
4TCGA-E2-A1AZ-01A-11R-A12P-07
breast-umap@18
D0.777
5C3N-03063
lung-landscapes@6
cohortA10.777
6SRR934732
brain-umap@2
0.776
7SRR8518180
breast-umap@18
D0.776
8TCGA-DK-A3WX-01A-22R-A22U-07
bladder-landscape@3
0.769
9TCGA-83-5908-01A-21R-2287-07
lung-landscapes@6
cohortA10.769
10TCGA-CR-7373-01A-11R-2016-07
head-neck@1
0.768

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.490Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.430Inavolisib— uncovered
E2F_TARGETS0.380Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.370Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.360Idelalisib— uncovered
G2M_CHECKPOINT0.340Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.310Idelalisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
ANGIOGENESIS0.240Remibrutinib— uncovered
MYC_TARGETS_V20.210Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
COMPLEMENT0.190Inavolisib— uncovered
KRAS_SIGNALING_UP0.190Inavolisib— uncovered
MITOTIC_SPINDLE0.180Inavolisib— uncovered
DNA_REPAIR0.150Idelalisib— uncovered
IL2_STAT5_SIGNALING0.140Idelalisib— uncovered
APOPTOSIS0.130Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.120Inavolisib— uncovered
MTORC1_SIGNALING0.110Inavolisib— uncovered