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

R147

1a4ff135-3546-5fce-948b-3080d199ef90

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
68
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

  • P53_PATHWAY+0.310
  • ESTROGEN_RESPONSE_EARLY+0.190
  • IL6_JAK_STAT3_SIGNALING+0.180
  • UV_RESPONSE_UP+0.180
  • MYOGENESIS+0.160
  • WNT_BETA_CATENIN_SIGNALING+0.160
  • ESTROGEN_RESPONSE_LATE+0.150
  • NOTCH_SIGNALING+0.140
  • XENOBIOTIC_METABOLISM+0.130
  • APICAL_JUNCTION+0.120

Top 10 suppressed

  • PROTEIN_SECRETION-0.360
  • MYC_TARGETS_V1-0.290
  • ANDROGEN_RESPONSE-0.280
  • G2M_CHECKPOINT-0.280
  • E2F_TARGETS-0.230
  • MTORC1_SIGNALING-0.220
  • UNFOLDED_PROTEIN_RESPONSE-0.210
  • SPERMATOGENESIS-0.190
  • COMPLEMENT-0.160
  • DNA_REPAIR-0.120

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
162a2cbf8-51be-469b-978c-bdf386e0d651
colon-landscapes@1
0.791
2MDT-AP-1336
medullo-epn-umap@date-based
MedMedulloblastoma0.765
38f518c0d-42e0-4418-bb48-f69b32446b46
colon-landscapes@1
0.742
4AUR-AER6-TTM10-A-1-1-R-A742-41
breast-umap@18
C0.740
5SRR23303751
bladder-landscape@3
0.738
61c3d6580-0dc8-4346-a4f7-0bb404d4a245
colon-landscapes@1
0.737
7fee5651d-3ac9-474a-84da-4fd0ce06f341
colon-landscapes@1
0.732
8R168
bladder-landscape@3
0.731
9TCGA-A7-A425-01A-11R-A24H-07
breast-umap@18
A0.730
10d406bb03-1a9a-4aa3-a1a8-4de5478b4701
colon-landscapes@1
0.729

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
P53_PATHWAY0.310Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.190Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.180Inavolisib— uncovered
UV_RESPONSE_UP0.180Idelalisib— uncovered
MYOGENESIS0.160Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.160Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.150Idelalisib— uncovered
NOTCH_SIGNALING0.140Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.130Inavolisib— uncovered
APICAL_JUNCTION0.120Inavolisib— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered
GLYCOLYSIS0.110Inavolisib— uncovered
IL2_STAT5_SIGNALING0.100Idelalisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
MYC_TARGETS_V20.080Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.080Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.080Inavolisib— uncovered
APICAL_SURFACE0.030Temsirolimus— uncovered
APOPTOSIS0.030Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.030Remibrutinib— uncovered