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

C3N-00211

· cohortSQ1

4ace18f3-03c0-59f8-93ca-1be413ca98a9

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
40.93634497

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+0.590
  • E2F_TARGETS+0.520
  • INTERFERON_ALPHA_RESPONSE+0.520
  • G2M_CHECKPOINT+0.490
  • MYC_TARGETS_V1+0.490
  • ANGIOGENESIS+0.480
  • TGF_BETA_SIGNALING+0.450
  • MITOTIC_SPINDLE+0.410
  • DNA_REPAIR+0.370
  • APICAL_JUNCTION+0.340

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.260
  • BILE_ACID_METABOLISM-0.240
  • ALLOGRAFT_REJECTION-0.180
  • CHOLESTEROL_HOMEOSTASIS-0.150
  • HEME_METABOLISM-0.110
  • XENOBIOTIC_METABOLISM-0.100
  • FATTY_ACID_METABOLISM-0.080
  • IL6_JAK_STAT3_SIGNALING-0.080
  • SPERMATOGENESIS-0.070
  • IL2_STAT5_SIGNALING+0.000

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
155E3F1FB-D55D-42F8-A9E1-7828F7BFF595
brain-umap@2
0.864
2C3L-04391
lung-landscapes@6
cohortSQ10.864
3SRR934861
brain-umap@2
0.860
4SRR934867
brain-umap@2
0.858
5BS_F6V1Y4QS
brain-umap@2
Glial-neuronal tumor NOS0.854
6E317AD4C-E877-499A-B108-2F39A40D1682
brain-umap@2
0.848
7BS_7327SDAQ
brain-umap@2
high-grade glioma0.841
8TCGA-50-6595-01A-12R-1858-07
lung-landscapes@6
cohortA10.841
94BB9587B-88CB-4BD9-BE1D-2CDF61337579
brain-umap@2
0.840
10BS_1D6PZNKN
brain-umap@2
Diffuse intrinsic pontine glioma0.839

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.590Inavolisib— uncovered
E2F_TARGETS0.520Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.520Inavolisib— uncovered
G2M_CHECKPOINT0.490Inavolisib— uncovered
MYC_TARGETS_V10.490Inavolisib— uncovered
ANGIOGENESIS0.480Remibrutinib— uncovered
TGF_BETA_SIGNALING0.450Inavolisib— uncovered
MITOTIC_SPINDLE0.410Inavolisib— uncovered
DNA_REPAIR0.370Idelalisib— uncovered
APICAL_JUNCTION0.340Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.340Remibrutinib— uncovered
NOTCH_SIGNALING0.330Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.320Idelalisib— uncovered
UV_RESPONSE_DN0.320Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.310Idelalisib— uncovered
MTORC1_SIGNALING0.300Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.300Inavolisib— uncovered
APOPTOSIS0.290Idelalisib— uncovered