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

C3N-01892

· cohortSQ1

bd63b6c7-14ad-5d04-9bd5-a89837cb18da

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
cohortSQ1
subtype
cohortSQ1
age_years
77.64271047

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.490
  • WNT_BETA_CATENIN_SIGNALING+0.470
  • ANGIOGENESIS+0.370
  • HEDGEHOG_SIGNALING+0.350
  • MTORC1_SIGNALING+0.330
  • MYC_TARGETS_V2+0.330
  • APICAL_SURFACE+0.310
  • HYPOXIA+0.310
  • APICAL_JUNCTION+0.250
  • MITOTIC_SPINDLE+0.250

Top 10 suppressed

  • PROTEIN_SECRETION-0.450
  • BILE_ACID_METABOLISM-0.220
  • INTERFERON_ALPHA_RESPONSE-0.150
  • KRAS_SIGNALING_UP-0.140
  • OXIDATIVE_PHOSPHORYLATION-0.110
  • SPERMATOGENESIS-0.100
  • ADIPOGENESIS-0.090
  • PEROXISOME-0.060
  • FATTY_ACID_METABOLISM-0.050
  • ANDROGEN_RESPONSE-0.040

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-A7-A6VV-01A-22R-A33J-07
breast-umap@18
E0.842
2MDT-AP-0435
medullo-epn-umap@date-based
MedMedulloblastoma0.832
3SRR2771207
melanoma-umap@29
0.820
4SRR27320688
colon-landscapes@1
0.787
5TCGA-A8-A08X-01A-21R-A00Z-07
breast-umap@18
C0.777
6ULC1427T_S35
lung-landscapes@6
cohortSQ20.753
7BS_QP6MSKRE
brain-umap@2
Spinal Cord Ependymoma0.751
8DRR168558
bladder-landscape@3
0.750
9TCGA-34-5236-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.746
1088320
medullo-epn-umap@date-based
EPNSupratentorial EPN0.744

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.490Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.470Inavolisib— uncovered
ANGIOGENESIS0.370Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.350Inavolisib— uncovered
MTORC1_SIGNALING0.330Inavolisib— uncovered
MYC_TARGETS_V20.330Idelalisib— uncovered
APICAL_SURFACE0.310Temsirolimus— uncovered
HYPOXIA0.310Idelalisib— uncovered
APICAL_JUNCTION0.250Inavolisib— uncovered
MITOTIC_SPINDLE0.250Inavolisib— uncovered
MYOGENESIS0.250Inavolisib— uncovered
ALLOGRAFT_REJECTION0.240Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.210Remibrutinib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.190Inavolisib— uncovered
IL2_STAT5_SIGNALING0.170Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.170Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.170Idelalisib— uncovered