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

AE270FCD-9297-4185-B6CA-02062352DB66

b959f4f4-7e7d-538d-9591-810448451b7d

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
13.600525624178712
age_years
81
sex
Female

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+0.566
  • E2F_TARGETS+0.517
  • G2M_CHECKPOINT+0.443
  • INTERFERON_GAMMA_RESPONSE+0.434
  • DNA_REPAIR+0.417
  • MYC_TARGETS_V2+0.324
  • NOTCH_SIGNALING+0.324
  • MYC_TARGETS_V1+0.281
  • MITOTIC_SPINDLE+0.236
  • IL6_JAK_STAT3_SIGNALING+0.208

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.330
  • PANCREAS_BETA_CELLS-0.301
  • HEDGEHOG_SIGNALING-0.252
  • MYOGENESIS-0.252
  • ANDROGEN_RESPONSE-0.219
  • SPERMATOGENESIS-0.211
  • ESTROGEN_RESPONSE_EARLY-0.189
  • OXIDATIVE_PHOSPHORYLATION-0.170
  • ESTROGEN_RESPONSE_LATE-0.148
  • TNFA_SIGNALING_VIA_NFKB-0.144

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
1SRR934909
brain-umap@2
0.816
2SRR934757
brain-umap@2
0.812
364F4FE1B-1B96-49CC-B4E9-454D971DB7BC
brain-umap@2
0.810
422C1A41D-014D-4EFB-AF5B-EFC3FEC1E936
brain-umap@2
0.806
5SRR934919
brain-umap@2
0.802
6SRR934957
brain-umap@2
0.798
705699235-3F03-48C1-A78F-1C7966F38B56
brain-umap@2
0.797
8SRR934882
brain-umap@2
0.794
91A0F3795-92C5-4887-8CD0-B19C763CF6EF
brain-umap@2
0.785
103F932445-1D8F-4128-A8DA-F36EA9F6E745
brain-umap@2
0.780

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.566Inavolisib— uncovered
E2F_TARGETS0.517Inavolisib— uncovered
G2M_CHECKPOINT0.443Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.434Idelalisib— uncovered
DNA_REPAIR0.417Idelalisib— uncovered
MYC_TARGETS_V20.324Idelalisib— uncovered
NOTCH_SIGNALING0.324Inavolisib— uncovered
MYC_TARGETS_V10.281Inavolisib— uncovered
MITOTIC_SPINDLE0.236Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.208Inavolisib— uncovered
BILE_ACID_METABOLISM0.169Inavolisib— uncovered
ANGIOGENESIS0.167Remibrutinib— uncovered
MTORC1_SIGNALING0.148Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.119Idelalisib— uncovered
GLYCOLYSIS0.113Inavolisib— uncovered
HEME_METABOLISM0.101Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.092Inavolisib— uncovered
APOPTOSIS0.088Idelalisib— uncovered
IL2_STAT5_SIGNALING0.086Idelalisib— uncovered
PEROXISOME0.082Idelalisib— uncovered