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

7DC6D598-8506-4680-81DF-C1D0F1B5C27D

cde8eaef-b938-5730-8243-a52e170af705

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
35.34822601839684
age_years
50
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+0.518
  • G2M_CHECKPOINT+0.495
  • MYC_TARGETS_V1+0.464
  • MYC_TARGETS_V2+0.419
  • MITOTIC_SPINDLE+0.306
  • DNA_REPAIR+0.300
  • OXIDATIVE_PHOSPHORYLATION+0.279
  • HEDGEHOG_SIGNALING+0.212
  • PROTEIN_SECRETION+0.195
  • UNFOLDED_PROTEIN_RESPONSE+0.176

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.468
  • IL6_JAK_STAT3_SIGNALING-0.459
  • INFLAMMATORY_RESPONSE-0.444
  • INTERFERON_GAMMA_RESPONSE-0.439
  • ALLOGRAFT_REJECTION-0.435
  • COAGULATION-0.431
  • INTERFERON_ALPHA_RESPONSE-0.409
  • ANGIOGENESIS-0.392
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.382
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.380

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1ERR2598206
medullo-epn-umap@date-based
fetalfetal0.932
2E3A67B7B-7427-4C11-912B-166451072767
brain-umap@2
0.927
3BS_1HQ76V6D
brain-umap@2
Embryonal tumors0.923
4SRR1797283
lung-landscapes@6
cohortSC0.920
5ERR2598195
medullo-epn-umap@date-based
fetalfetal0.920
6SRR13780247
lung-landscapes@6
cohortMD10.913
720120209.TNBC
breast-umap@18
E0.910
8BS_8QB4S4VA
brain-umap@2
Embryonal tumors0.909
9TCGA-78-7155-01A-11R-2039-07
lung-landscapes@6
cohortMD10.908
10CA366342-0949-4941-8AE6-984BAF032886
brain-umap@2
0.908

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.518Inavolisib— uncovered
G2M_CHECKPOINT0.495Inavolisib— uncovered
MYC_TARGETS_V10.464Inavolisib— uncovered
MYC_TARGETS_V20.419Idelalisib— uncovered
MITOTIC_SPINDLE0.306Inavolisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.279Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.212Inavolisib— uncovered
PROTEIN_SECRETION0.195Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.176Idelalisib— uncovered
NOTCH_SIGNALING0.132Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.132Inavolisib— uncovered
MTORC1_SIGNALING0.123Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.084Remibrutinib— uncovered
SPERMATOGENESIS0.054Inavolisib— uncovered
UV_RESPONSE_UP0.040Idelalisib— uncovered
PEROXISOME0.029Idelalisib— uncovered
FATTY_ACID_METABOLISM0.015Inavolisib— uncovered
ADIPOGENESIS0.011Inavolisib— uncovered