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

60703_S134

· cohortA1

7754da6d-1d00-5d9c-ad3d-23b2a756125e

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
cohortA1
subtype
cohortA1

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • CHOLESTEROL_HOMEOSTASIS+0.430
  • FATTY_ACID_METABOLISM+0.330
  • COAGULATION+0.310
  • MYOGENESIS+0.280
  • OXIDATIVE_PHOSPHORYLATION+0.280
  • XENOBIOTIC_METABOLISM+0.270
  • KRAS_SIGNALING_DN+0.260
  • ADIPOGENESIS+0.210
  • ANDROGEN_RESPONSE+0.210
  • PEROXISOME+0.210

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.540
  • G2M_CHECKPOINT-0.510
  • E2F_TARGETS-0.500
  • MITOTIC_SPINDLE-0.450
  • MYC_TARGETS_V2-0.430
  • INTERFERON_GAMMA_RESPONSE-0.380
  • NOTCH_SIGNALING-0.340
  • PI3K_AKT_MTOR_SIGNALING-0.320
  • MYC_TARGETS_V1-0.270
  • WNT_BETA_CATENIN_SIGNALING-0.240

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SJEPD011_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.847
2SRR8518242
breast-umap@18
F0.810
3SRR8613737
breast-umap@18
F0.805
4TCGA-73-4677-01A-01R-1206-07
lung-landscapes@6
cohortA20.803
5TCGA-A7-A0DB-01A-11R-A00Z-07
breast-umap@18
A0.783
6SRR8518146
breast-umap@18
F0.781
7SRR8518177
breast-umap@18
F0.773
8SRR1516093
bladder-landscape@3
0.766
9SRR8518290
breast-umap@18
F0.761
10TCGA-H4-A2HO-01A-11R-A180-07
bladder-landscape@3
0.760

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.430Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.330Inavolisib— uncovered
COAGULATION0.310Binimetinib— uncovered
MYOGENESIS0.280Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.270Inavolisib— uncovered
KRAS_SIGNALING_DN0.260Remibrutinib— uncovered
ADIPOGENESIS0.210Inavolisib— uncovered
ANDROGEN_RESPONSE0.210Inavolisib— uncovered
PEROXISOME0.210Idelalisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.170Idelalisib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
SPERMATOGENESIS0.160Inavolisib— uncovered
HEME_METABOLISM0.150Temsirolimus— uncovered
COMPLEMENT0.130Inavolisib— uncovered
PANCREAS_BETA_CELLS0.130Cobimetinib— uncovered
UV_RESPONSE_DN0.120Inavolisib— uncovered