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

R126

0410c3a3-a913-505e-934c-9dd14a27fe31

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
122
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

  • PROTEIN_SECRETION+0.490
  • OXIDATIVE_PHOSPHORYLATION+0.390
  • ANGIOGENESIS+0.340
  • INTERFERON_ALPHA_RESPONSE+0.240
  • ADIPOGENESIS+0.230
  • FATTY_ACID_METABOLISM+0.230
  • ANDROGEN_RESPONSE+0.180
  • PEROXISOME+0.170
  • COMPLEMENT+0.160
  • UV_RESPONSE_DN+0.140

Top 10 suppressed

  • MYC_TARGETS_V2-0.340
  • E2F_TARGETS-0.320
  • APICAL_SURFACE-0.290
  • G2M_CHECKPOINT-0.290
  • KRAS_SIGNALING_DN-0.240
  • APICAL_JUNCTION-0.230
  • WNT_BETA_CATENIN_SIGNALING-0.210
  • HYPOXIA-0.200
  • MYOGENESIS-0.170
  • HEDGEHOG_SIGNALING-0.160

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR10899988
melanoma-umap@29
0.736
2BS_N210XMKR
brain-umap@2
low-grade glioma0.712
3e59f49c0-d7ce-44c3-9590-9b65128d7f8b
colon-landscapes@1
0.693
4R388
bladder-landscape@3
0.690
5TCGA-5N-A9KM-01A-11R-A42T-07
bladder-landscape@3
0.682
6C3N-02088
lung-landscapes@6
cohortA10.671
7SJEPD030146_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.670
8MBCProject_5799_T1_RNA
breast-umap@18
B0.667
910013d81-e167-4aa0-b548-5bb359ed403a
colon-landscapes@1
0.665
10SRR4195645
colon-landscapes@1
0.665

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.490Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.390Remibrutinib— uncovered
ANGIOGENESIS0.340Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.240Inavolisib— uncovered
ADIPOGENESIS0.230Inavolisib— uncovered
FATTY_ACID_METABOLISM0.230Inavolisib— uncovered
ANDROGEN_RESPONSE0.180Inavolisib— uncovered
PEROXISOME0.170Idelalisib— uncovered
COMPLEMENT0.160Inavolisib— uncovered
UV_RESPONSE_DN0.140Inavolisib— uncovered
BILE_ACID_METABOLISM0.120Inavolisib— uncovered
COAGULATION0.110Binimetinib— uncovered
HEME_METABOLISM0.090Temsirolimus— uncovered
TGF_BETA_SIGNALING0.090Inavolisib— uncovered
NOTCH_SIGNALING0.080Inavolisib— uncovered
APOPTOSIS0.070Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.070Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.070Idelalisib— uncovered
PANCREAS_BETA_CELLS0.070Cobimetinib— uncovered
SPERMATOGENESIS0.070Inavolisib— uncovered