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

33233781-A799-4610-86FC-C836713D31AA

490fa1bf-c72b-5484-a239-fb0e06c379f1

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
7.490144546649145
age_years
52
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+0.771
  • INTERFERON_GAMMA_RESPONSE+0.651
  • E2F_TARGETS+0.646
  • G2M_CHECKPOINT+0.610
  • IL6_JAK_STAT3_SIGNALING+0.462
  • ALLOGRAFT_REJECTION+0.448
  • MITOTIC_SPINDLE+0.441
  • TGF_BETA_SIGNALING+0.429
  • MYC_TARGETS_V2+0.413
  • ANGIOGENESIS+0.391

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.404
  • KRAS_SIGNALING_DN-0.396
  • MYOGENESIS-0.274
  • OXIDATIVE_PHOSPHORYLATION-0.233
  • SPERMATOGENESIS-0.185
  • BILE_ACID_METABOLISM-0.150
  • ESTROGEN_RESPONSE_EARLY-0.144
  • APICAL_SURFACE-0.112
  • XENOBIOTIC_METABOLISM-0.094
  • ESTROGEN_RESPONSE_LATE-0.062

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
1SRR934846
brain-umap@2
0.943
2SRR934802
brain-umap@2
0.931
3SRR934949
brain-umap@2
0.930
4SRR934925
brain-umap@2
0.925
5BF513557-1518-4843-9F62-837B557D4CAB
brain-umap@2
0.919
6SRR934753
brain-umap@2
0.918
7D717EAB5-3C67-4EF0-99BF-3416278BE492
brain-umap@2
0.918
815838786-D895-4F63-88A9-BDE627AE7958
brain-umap@2
0.917
962966348-1C16-4A6D-AA82-707B3F759D5C
brain-umap@2
0.916
10SRR934956
brain-umap@2
0.915

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.771Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.651Idelalisib— uncovered
E2F_TARGETS0.646Inavolisib— uncovered
G2M_CHECKPOINT0.610Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.462Inavolisib— uncovered
ALLOGRAFT_REJECTION0.448Idelalisib— uncovered
MITOTIC_SPINDLE0.441Inavolisib— uncovered
TGF_BETA_SIGNALING0.429Inavolisib— uncovered
MYC_TARGETS_V20.413Idelalisib— uncovered
ANGIOGENESIS0.391Remibrutinib— uncovered
NOTCH_SIGNALING0.378Inavolisib— uncovered
MYC_TARGETS_V10.368Inavolisib— uncovered
MTORC1_SIGNALING0.358Inavolisib— uncovered
APOPTOSIS0.337Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.336Inavolisib— uncovered
COMPLEMENT0.333Inavolisib— uncovered
DNA_REPAIR0.319Idelalisib— uncovered
IL2_STAT5_SIGNALING0.313Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.297Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.275Inavolisib— uncovered