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

8B4E465B-0FD5-4154-824B-1E6B2656FD2F

08e37812-c689-5757-bdbc-997c7fcfe1bd

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
12.943495400788436
age_years
54
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+0.699
  • INTERFERON_GAMMA_RESPONSE+0.686
  • ALLOGRAFT_REJECTION+0.645
  • IL6_JAK_STAT3_SIGNALING+0.597
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.551
  • INFLAMMATORY_RESPONSE+0.550
  • MYC_TARGETS_V1+0.549
  • TNFA_SIGNALING_VIA_NFKB+0.535
  • E2F_TARGETS+0.534
  • MYC_TARGETS_V2+0.475

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.364
  • PANCREAS_BETA_CELLS-0.275
  • SPERMATOGENESIS-0.266
  • HEDGEHOG_SIGNALING-0.244
  • MYOGENESIS-0.160
  • ESTROGEN_RESPONSE_EARLY-0.096
  • WNT_BETA_CATENIN_SIGNALING-0.092
  • BILE_ACID_METABOLISM-0.062
  • ESTROGEN_RESPONSE_LATE-0.044
  • HEME_METABOLISM+0.025

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
1SRR934874
brain-umap@2
0.975
2B7A23896-4182-48D3-A1D9-92C781BF283F
brain-umap@2
0.969
3F873381B-3D15-47B2-9385-080590B316B7
brain-umap@2
0.968
4C33EDB64-C7B9-49A1-AE73-1D293F8522F6
brain-umap@2
0.965
5F9A39954-57EB-4A3F-97A0-1801B08BBD53
brain-umap@2
0.962
6SRR934932
brain-umap@2
0.962
7SRR934903
brain-umap@2
0.962
8SRR934897
brain-umap@2
0.960
99BFF7746-9003-4941-9590-0B813E00B326
brain-umap@2
0.960
10D8A3D7E7-BDC0-42FF-B451-E25F472E8612
brain-umap@2
0.959

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.699Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.686Idelalisib— uncovered
ALLOGRAFT_REJECTION0.645Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.597Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.551Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.550Idelalisib— uncovered
MYC_TARGETS_V10.549Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.535Inavolisib— uncovered
E2F_TARGETS0.534Inavolisib— uncovered
MYC_TARGETS_V20.475Idelalisib— uncovered
G2M_CHECKPOINT0.470Inavolisib— uncovered
DNA_REPAIR0.469Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.466Inavolisib— uncovered
TGF_BETA_SIGNALING0.450Inavolisib— uncovered
APOPTOSIS0.448Idelalisib— uncovered
ANGIOGENESIS0.431Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.425Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.408Idelalisib— uncovered
COMPLEMENT0.391Inavolisib— uncovered
MTORC1_SIGNALING0.386Inavolisib— uncovered