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

DRR168606

b8ad311d-1542-59d6-a001-0ce147ba88d6

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
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • E2F_TARGETS+0.540
  • G2M_CHECKPOINT+0.530
  • MYC_TARGETS_V2+0.470
  • IL6_JAK_STAT3_SIGNALING+0.440
  • MYC_TARGETS_V1+0.440
  • ALLOGRAFT_REJECTION+0.410
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.380
  • INFLAMMATORY_RESPONSE+0.370
  • MITOTIC_SPINDLE+0.360
  • TNFA_SIGNALING_VIA_NFKB+0.340

Top 10 suppressed

  • NOTCH_SIGNALING-0.240
  • PANCREAS_BETA_CELLS-0.240
  • P53_PATHWAY-0.200
  • WNT_BETA_CATENIN_SIGNALING-0.190
  • APICAL_SURFACE-0.150
  • MYOGENESIS-0.130
  • BILE_ACID_METABOLISM-0.110
  • PEROXISOME-0.090
  • DNA_REPAIR-0.060
  • ANGIOGENESIS-0.050

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
16e639239-cdae-4412-880f-ef813a956ff7
colon-landscapes@1
0.846
2SRR26320090
bladder-landscape@3
0.833
3DRR168600
bladder-landscape@3
0.828
4c96595aa-4604-4ec6-8b54-c97b3543777e
colon-landscapes@1
0.819
5DRR168585
bladder-landscape@3
0.814
627dfc12e-4ed1-4d98-b6af-d4e9cbb96779
melanoma-umap@29
0.813
7R398
bladder-landscape@3
0.811
8SRR13311163
bladder-landscape@3
0.810
920130321.TNBC
breast-umap@18
C0.804
10TCGA-BH-A0GY-01A-11R-A056-07
breast-umap@18
C0.804

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.540Inavolisib— uncovered
G2M_CHECKPOINT0.530Inavolisib— uncovered
MYC_TARGETS_V20.470Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.440Inavolisib— uncovered
MYC_TARGETS_V10.440Inavolisib— uncovered
ALLOGRAFT_REJECTION0.410Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.380Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.370Idelalisib— uncovered
MITOTIC_SPINDLE0.360Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.340Inavolisib— uncovered
IL2_STAT5_SIGNALING0.320Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.290Idelalisib— uncovered
KRAS_SIGNALING_UP0.280Inavolisib— uncovered
COMPLEMENT0.250Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.240Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.240Idelalisib— uncovered
UV_RESPONSE_UP0.210Idelalisib— uncovered
SPERMATOGENESIS0.180Inavolisib— uncovered