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

C3N-02252

· cohortSQ2

03db1c62-f6ae-57bd-bcbe-0105d59df3eb

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
cohortSQ2
subtype
cohortSQ2

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.430
  • APICAL_SURFACE+0.330
  • INTERFERON_GAMMA_RESPONSE+0.320
  • KRAS_SIGNALING_DN+0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.180
  • APICAL_JUNCTION+0.150
  • WNT_BETA_CATENIN_SIGNALING+0.150
  • MYOGENESIS+0.140
  • NOTCH_SIGNALING+0.110
  • ALLOGRAFT_REJECTION+0.070

Top 10 suppressed

  • PROTEIN_SECRETION-0.520
  • ANDROGEN_RESPONSE-0.460
  • TGF_BETA_SIGNALING-0.380
  • TNFA_SIGNALING_VIA_NFKB-0.350
  • CHOLESTEROL_HOMEOSTASIS-0.290
  • ANGIOGENESIS-0.280
  • MYC_TARGETS_V1-0.280
  • UNFOLDED_PROTEIN_RESPONSE-0.280
  • UV_RESPONSE_DN-0.280
  • APOPTOSIS-0.270

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
1MDT-AP-0398
medullo-epn-umap@date-based
MedMedulloblastoma0.830
2MNG672
mng-umap@100
0.807
3C3L-02625
lung-landscapes@6
cohortSQ20.782
4SRR975599
colon-landscapes@1
0.772
5SRR33532821
breast-umap@18
D0.754
6MNG1106
mng-umap@100
0.752
7SRR12202481
bladder-landscape@3
0.750
8SRR33532764
breast-umap@18
D0.741
9SRR4195656
colon-landscapes@1
0.737
10SRR10900002
melanoma-umap@29
0.735

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.430Inavolisib— uncovered
APICAL_SURFACE0.330Temsirolimus— uncovered
INTERFERON_GAMMA_RESPONSE0.320Idelalisib— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.180Inavolisib— uncovered
APICAL_JUNCTION0.150Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.150Inavolisib— uncovered
MYOGENESIS0.140Inavolisib— uncovered
NOTCH_SIGNALING0.110Inavolisib— uncovered
ALLOGRAFT_REJECTION0.070Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.070Inavolisib— uncovered
MYC_TARGETS_V20.060Idelalisib— uncovered
SPERMATOGENESIS0.060Inavolisib— uncovered
HEDGEHOG_SIGNALING0.010Inavolisib— uncovered