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

9cdb8246-eedc-40e2-b340-52db1edd0838

a2fa015c-6a53-55db-bf7d-00a2b04a60a1

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
age_years
76

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V1+0.460
  • OXIDATIVE_PHOSPHORYLATION+0.460
  • PROTEIN_SECRETION+0.400
  • ANDROGEN_RESPONSE+0.330
  • MTORC1_SIGNALING+0.330
  • FATTY_ACID_METABOLISM+0.320
  • SPERMATOGENESIS+0.290
  • E2F_TARGETS+0.240
  • PEROXISOME+0.230
  • UNFOLDED_PROTEIN_RESPONSE+0.210

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.390
  • NOTCH_SIGNALING-0.370
  • WNT_BETA_CATENIN_SIGNALING-0.340
  • MYOGENESIS-0.320
  • APICAL_JUNCTION-0.310
  • APICAL_SURFACE-0.280
  • ANGIOGENESIS-0.210
  • TNFA_SIGNALING_VIA_NFKB-0.210
  • HEDGEHOG_SIGNALING-0.200
  • UV_RESPONSE_UP-0.200

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
1BS_TXZ7KHTQ
brain-umap@2
high-grade glioma0.851
2R135
bladder-landscape@3
0.841
34f77bbd8-bf22-4cf9-8a16-5057e30ed148
colon-landscapes@1
0.833
4SRR1797282
lung-landscapes@6
cohortSC0.809
5SRR26320065
bladder-landscape@3
0.808
6SJEPD030930_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.807
7TCGA-BH-A1F8-01A-11R-A13Q-07
breast-umap@18
B0.804
8SRR17866853
colon-landscapes@1
0.796
9SRR1797281
lung-landscapes@6
cohortSC0.795
10518420d3-dfdf-4163-99a4-2b8d7a04056c
colon-landscapes@1
0.794

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
MYC_TARGETS_V10.460Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.460Remibrutinib— uncovered
PROTEIN_SECRETION0.400Remibrutinib— uncovered
ANDROGEN_RESPONSE0.330Inavolisib— uncovered
MTORC1_SIGNALING0.330Inavolisib— uncovered
FATTY_ACID_METABOLISM0.320Inavolisib— uncovered
SPERMATOGENESIS0.290Inavolisib— uncovered
E2F_TARGETS0.240Inavolisib— uncovered
PEROXISOME0.230Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.210Idelalisib— uncovered
G2M_CHECKPOINT0.190Inavolisib— uncovered
BILE_ACID_METABOLISM0.160Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.160Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.150Inavolisib— uncovered
MITOTIC_SPINDLE0.150Inavolisib— uncovered
ADIPOGENESIS0.130Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.060Remibrutinib— uncovered
UV_RESPONSE_DN0.060Inavolisib— uncovered
APOPTOSIS0.050Idelalisib— uncovered