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

DRR168523

e5af36d4-e0c4-5547-92e4-e316b5e55dc7

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

  • MYC_TARGETS_V2+0.450
  • NOTCH_SIGNALING+0.360
  • WNT_BETA_CATENIN_SIGNALING+0.250
  • PEROXISOME+0.230
  • MYC_TARGETS_V1+0.220
  • TGF_BETA_SIGNALING+0.210
  • OXIDATIVE_PHOSPHORYLATION+0.180
  • P53_PATHWAY+0.160
  • ADIPOGENESIS+0.130
  • FATTY_ACID_METABOLISM+0.130

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.550
  • ALLOGRAFT_REJECTION-0.540
  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.520
  • IL6_JAK_STAT3_SIGNALING-0.450
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.410
  • COMPLEMENT-0.380
  • IL2_STAT5_SIGNALING-0.370
  • KRAS_SIGNALING_UP-0.360
  • ANGIOGENESIS-0.350

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
1TCGA-B6-A0X0-01A-21R-A115-07
breast-umap@18
B0.836
2SRR12475154
colon-landscapes@1
0.819
35cfccf66-7f7d-4385-96c8-8628a3cdbecb
colon-landscapes@1
0.815
4TCGA-34-2600-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.806
5MDT-AP-0360
medullo-epn-umap@date-based
MedMedulloblastoma0.805
6R230
bladder-landscape@3
0.805
7R45
bladder-landscape@3
0.803
8a7d1fe23-5255-4daa-a6a9-fe2f67491323
colon-landscapes@1
0.802
9SRR6013506
lung-landscapes@6
cohortA20.799
10SRR4296082
lung-landscapes@6
cohortA10.796

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.450Idelalisib— uncovered
NOTCH_SIGNALING0.360Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.250Inavolisib— uncovered
PEROXISOME0.230Idelalisib— uncovered
MYC_TARGETS_V10.220Inavolisib— uncovered
TGF_BETA_SIGNALING0.210Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.180Remibrutinib— uncovered
P53_PATHWAY0.160Idelalisib— uncovered
ADIPOGENESIS0.130Inavolisib— uncovered
FATTY_ACID_METABOLISM0.130Inavolisib— uncovered
DNA_REPAIR0.110Idelalisib— uncovered
APICAL_SURFACE0.080Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.080Inavolisib— uncovered
MITOTIC_SPINDLE0.080Inavolisib— uncovered
UV_RESPONSE_UP0.080Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.070Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.060Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.060Idelalisib— uncovered
HEME_METABOLISM0.030Temsirolimus— uncovered
MYOGENESIS0.030Inavolisib— uncovered