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

R238

0db3efe0-162f-55d9-9bfd-4f429909dc13

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
104
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

  • INTERFERON_ALPHA_RESPONSE+0.640
  • INTERFERON_GAMMA_RESPONSE+0.540
  • IL6_JAK_STAT3_SIGNALING+0.480
  • ALLOGRAFT_REJECTION+0.450
  • INFLAMMATORY_RESPONSE+0.400
  • KRAS_SIGNALING_DN+0.320
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.320
  • COMPLEMENT+0.300
  • XENOBIOTIC_METABOLISM+0.250
  • TNFA_SIGNALING_VIA_NFKB+0.230

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.470
  • ANGIOGENESIS-0.450
  • MYC_TARGETS_V1-0.450
  • WNT_BETA_CATENIN_SIGNALING-0.450
  • HEDGEHOG_SIGNALING-0.430
  • PROTEIN_SECRETION-0.430
  • UV_RESPONSE_DN-0.400
  • G2M_CHECKPOINT-0.370
  • E2F_TARGETS-0.330
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.330

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SAMN03290925
melanoma-umap@29
0.873
2TCGA-S3-AA17-01A-11R-A41B-07
breast-umap@18
D0.865
3TCGA-LL-A5YN-01A-11R-A28M-07
breast-umap@18
B0.857
4TCGA-AC-A5XS-01A-11R-A29R-07
breast-umap@18
B0.849
5R49
bladder-landscape@3
0.849
6SRR2778078
melanoma-umap@29
0.839
7f5760366-59eb-417d-a935-3f78e999dd42
melanoma-umap@29
0.838
8SRR25617853
breast-umap@18
D0.823
9aeac6db7-09bd-45f9-a5fd-c8358f86bff8
melanoma-umap@29
0.817
10TCGA-GD-A76B-01A-11R-A32O-07
bladder-landscape@3
0.809

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_RESPONSE0.640Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.540Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.480Inavolisib— uncovered
ALLOGRAFT_REJECTION0.450Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
KRAS_SIGNALING_DN0.320Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.320Inavolisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.250Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.230Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
PANCREAS_BETA_CELLS0.170Cobimetinib— uncovered
UV_RESPONSE_UP0.130Idelalisib— uncovered
MYOGENESIS0.100Inavolisib— uncovered
BILE_ACID_METABOLISM0.080Inavolisib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered
APOPTOSIS0.070Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.070Idelalisib— uncovered
P53_PATHWAY0.070Idelalisib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered