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

DRR168522

9611f72b-3efb-5d1a-8978-f176cf34abca

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+0.470
  • G2M_CHECKPOINT+0.400
  • MYC_TARGETS_V1+0.240
  • SPERMATOGENESIS+0.200
  • MYC_TARGETS_V2+0.130
  • UNFOLDED_PROTEIN_RESPONSE+0.130
  • ANDROGEN_RESPONSE+0.090
  • GLYCOLYSIS+0.080
  • ESTROGEN_RESPONSE_LATE+0.070
  • OXIDATIVE_PHOSPHORYLATION+0.070

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.520
  • ALLOGRAFT_REJECTION-0.510
  • HEDGEHOG_SIGNALING-0.490
  • TGF_BETA_SIGNALING-0.490
  • INTERFERON_GAMMA_RESPONSE-0.420
  • IL6_JAK_STAT3_SIGNALING-0.410
  • COMPLEMENT-0.400
  • INFLAMMATORY_RESPONSE-0.390
  • TNFA_SIGNALING_VIA_NFKB-0.380
  • APOPTOSIS-0.360

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-E7-A5KE-01A-11R-A28M-07
bladder-landscape@3
0.888
2TCGA-NC-A5HI-01A-11R-A26W-07
lung-landscapes@6
cohortSQ10.886
3TCGA-CR-6472-01A-11R-1873-07
head-neck@1
0.883
4SRR8518240
breast-umap@18
E0.882
5TCGA-77-A5G7-01B-11R-A27Q-07
lung-landscapes@6
cohortSQ10.878
6BS_9NJHQE9F
brain-umap@2
medulloblastoma0.871
7TCGA-63-A5MY-01A-11R-A26W-07
lung-landscapes@6
cohortSQ20.871
8TCGA-63-A5MI-01A-12R-A27Q-07
lung-landscapes@6
cohortSQ10.870
9SRR8518239
breast-umap@18
E0.870
10SRR8943037
bladder-landscape@3
0.867

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.470Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
MYC_TARGETS_V10.240Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
MYC_TARGETS_V20.130Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.130Idelalisib— uncovered
ANDROGEN_RESPONSE0.090Inavolisib— uncovered
GLYCOLYSIS0.080Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.070Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.070Remibrutinib— uncovered
MTORC1_SIGNALING0.060Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.040Remibrutinib— uncovered
KRAS_SIGNALING_DN0.030Remibrutinib— uncovered