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

R186

c24335c0-0394-5c99-b01d-dc0fdeedca6e

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
overall_survival_months
14
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

  • HEDGEHOG_SIGNALING+0.420
  • APICAL_SURFACE+0.330
  • KRAS_SIGNALING_DN+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.210
  • PANCREAS_BETA_CELLS+0.130
  • CHOLESTEROL_HOMEOSTASIS+0.110
  • IL6_JAK_STAT3_SIGNALING+0.110
  • INTERFERON_ALPHA_RESPONSE+0.110
  • P53_PATHWAY+0.110
  • TNFA_SIGNALING_VIA_NFKB+0.110

Top 10 suppressed

  • PROTEIN_SECRETION-0.520
  • MYC_TARGETS_V1-0.470
  • UNFOLDED_PROTEIN_RESPONSE-0.390
  • ANDROGEN_RESPONSE-0.340
  • OXIDATIVE_PHOSPHORYLATION-0.340
  • E2F_TARGETS-0.320
  • FATTY_ACID_METABOLISM-0.310
  • MTORC1_SIGNALING-0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.290
  • G2M_CHECKPOINT-0.290

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.

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

#SampleCancer typeSubtypecos similarity
1GSM6454742
breast-umap@18
D0.852
2MDT-AP-1132
medullo-epn-umap@date-based
MedMedulloblastoma0.838
3SRR12696780
melanoma-umap@29
0.822
4SRR12202410
bladder-landscape@3
0.818
5SRR1489502
brain-umap@2
GTEX0.812
6MDT-AP-0754
medullo-epn-umap@date-based
MedMedulloblastoma0.804
7R96
bladder-landscape@3
0.792
8TCGA-CF-A47V-01A-11R-A23W-07
bladder-landscape@3
0.781
9MDT-AP-0123
medullo-epn-umap@date-based
MedMedulloblastoma0.777
10SRR12202413
bladder-landscape@3
0.774

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.420Inavolisib— uncovered
APICAL_SURFACE0.330Temsirolimus— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.210Inavolisib— uncovered
PANCREAS_BETA_CELLS0.130Cobimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.110Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.110Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.110Inavolisib— uncovered
P53_PATHWAY0.110Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.110Inavolisib— uncovered
MYOGENESIS0.090Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.070Idelalisib— uncovered
UV_RESPONSE_UP0.070Idelalisib— uncovered
ALLOGRAFT_REJECTION0.040Idelalisib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered
HYPOXIA0.020Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.010Idelalisib— uncovered