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

C635C019-A66D-42B7-911C-4D0742CAF95A

8b103f76-65cf-55dd-9ec9-f4d8749e4c4f

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
14.947437582128778
age_years
56
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+0.662
  • G2M_CHECKPOINT+0.602
  • MYC_TARGETS_V1+0.602
  • MYC_TARGETS_V2+0.563
  • NOTCH_SIGNALING+0.440
  • DNA_REPAIR+0.426
  • MITOTIC_SPINDLE+0.371
  • UNFOLDED_PROTEIN_RESPONSE+0.371
  • PROTEIN_SECRETION+0.299
  • TGF_BETA_SIGNALING+0.252

Top 10 suppressed

  • MYOGENESIS-0.389
  • KRAS_SIGNALING_DN-0.373
  • XENOBIOTIC_METABOLISM-0.288
  • IL6_JAK_STAT3_SIGNALING-0.265
  • COAGULATION-0.262
  • FATTY_ACID_METABOLISM-0.245
  • INFLAMMATORY_RESPONSE-0.243
  • CHOLESTEROL_HOMEOSTASIS-0.233
  • ESTROGEN_RESPONSE_LATE-0.203
  • ESTROGEN_RESPONSE_EARLY-0.190

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
1SRR934873
brain-umap@2
0.943
2SRR934990
brain-umap@2
0.939
3SRR934879
brain-umap@2
0.938
4SRR934744
brain-umap@2
0.936
5SRR934900
brain-umap@2
0.931
60D600773-1B42-4F04-BCEA-39F658DF63F1
brain-umap@2
0.924
7D902E43A-F384-432A-B690-D20BFCC78443
brain-umap@2
0.923
88BC036E8-0EA0-4346-A551-2A5F8975FEAB
brain-umap@2
0.915
9SRR934893
brain-umap@2
0.909
109F4AEC07-5C91-4009-BA26-E4947CAA3391
brain-umap@2
0.909

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.662Inavolisib— uncovered
G2M_CHECKPOINT0.602Inavolisib— uncovered
MYC_TARGETS_V10.602Inavolisib— uncovered
MYC_TARGETS_V20.563Idelalisib— uncovered
NOTCH_SIGNALING0.440Inavolisib— uncovered
DNA_REPAIR0.426Idelalisib— uncovered
MITOTIC_SPINDLE0.371Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.371Idelalisib— uncovered
PROTEIN_SECRETION0.299Remibrutinib— uncovered
TGF_BETA_SIGNALING0.252Inavolisib— uncovered
MTORC1_SIGNALING0.242Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.196Inavolisib— uncovered
ANGIOGENESIS0.151Remibrutinib— uncovered
GLYCOLYSIS0.118Inavolisib— uncovered
UV_RESPONSE_UP0.102Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.099Inavolisib— uncovered
HEDGEHOG_SIGNALING0.065Inavolisib— uncovered
UV_RESPONSE_DN0.047Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.035Remibrutinib— uncovered
APOPTOSIS0.024Idelalisib— uncovered