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

R75

62fce170-e284-5591-8185-1d0123423684

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
66
sex
Female

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+0.370
  • NOTCH_SIGNALING+0.310
  • APICAL_JUNCTION+0.220
  • MYOGENESIS+0.220
  • INTERFERON_GAMMA_RESPONSE+0.210
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.200
  • APICAL_SURFACE+0.180
  • P53_PATHWAY+0.160
  • WNT_BETA_CATENIN_SIGNALING+0.120
  • HEDGEHOG_SIGNALING+0.100

Top 10 suppressed

  • MYC_TARGETS_V1-0.460
  • E2F_TARGETS-0.420
  • PROTEIN_SECRETION-0.420
  • G2M_CHECKPOINT-0.400
  • MTORC1_SIGNALING-0.350
  • SPERMATOGENESIS-0.340
  • PANCREAS_BETA_CELLS-0.290
  • UNFOLDED_PROTEIN_RESPONSE-0.270
  • ANDROGEN_RESPONSE-0.260
  • TNFA_SIGNALING_VIA_NFKB-0.250

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR8942967
bladder-landscape@3
0.805
2SRR1516086
bladder-landscape@3
0.795
3MDT-AP-0820
medullo-epn-umap@date-based
MedMedulloblastoma0.745
4R109
bladder-landscape@3
0.720
5R147
bladder-landscape@3
0.717
618f03a3f-c2d2-4c3b-a246-e8a78e6aa479
colon-landscapes@1
0.716
7002260fb-3015-4876-b8fd-edffd7fc95e8
colon-landscapes@1
0.713
8MNG1238
mng-umap@100
0.710
9TCGA-A7-A3J1-01A-11R-A213-07
breast-umap@18
A0.700
10MDT-AP-0759
medullo-epn-umap@date-based
MedMedulloblastoma0.697

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.370Inavolisib— uncovered
NOTCH_SIGNALING0.310Inavolisib— uncovered
APICAL_JUNCTION0.220Inavolisib— uncovered
MYOGENESIS0.220Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.210Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
APICAL_SURFACE0.180Temsirolimus— uncovered
P53_PATHWAY0.160Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.120Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
UV_RESPONSE_DN0.090Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.070Inavolisib— uncovered
APOPTOSIS0.060Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.060Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.060Remibrutinib— uncovered
BILE_ACID_METABOLISM0.050Inavolisib— uncovered
MYC_TARGETS_V20.050Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.040Inavolisib— uncovered
TGF_BETA_SIGNALING0.040Inavolisib— uncovered
ADIPOGENESIS0.020Inavolisib— uncovered