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

C3L-02164

· cohortMD2

7696191c-3847-508f-90fd-febb6f0c8683

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
cohortMD2
subtype
cohortMD2
age_years
58.18480493

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+0.560
  • TNFA_SIGNALING_VIA_NFKB+0.550
  • IL6_JAK_STAT3_SIGNALING+0.520
  • ALLOGRAFT_REJECTION+0.510
  • INFLAMMATORY_RESPONSE+0.460
  • IL2_STAT5_SIGNALING+0.430
  • ANGIOGENESIS+0.420
  • COAGULATION+0.410
  • COMPLEMENT+0.390
  • MYOGENESIS+0.360

Top 10 suppressed

  • E2F_TARGETS-0.530
  • G2M_CHECKPOINT-0.490
  • MYC_TARGETS_V1-0.490
  • PROTEIN_SECRETION-0.380
  • MYC_TARGETS_V2-0.370
  • GLYCOLYSIS-0.330
  • OXIDATIVE_PHOSPHORYLATION-0.310
  • MTORC1_SIGNALING-0.290
  • DNA_REPAIR-0.280
  • MITOTIC_SPINDLE-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.

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

#SampleCancer typeSubtypecos similarity
1TCGA-A2-A0EP-01A-52R-A22U-07
breast-umap@18
A0.946
2TCGA-78-8648-01A-11R-2403-07
lung-landscapes@6
cohortMD20.944
3TCGA-A2-A0EN-01A-13R-A084-07
breast-umap@18
A0.943
4C3L-02170
lung-landscapes@6
cohortMD20.937
5TCGA-XX-A899-01A-11R-A36F-07
breast-umap@18
A0.932
6TCGA-L9-A743-01A-43R-A39D-07
lung-landscapes@6
cohortA10.924
7ERR2598314
medullo-epn-umap@date-based
fetalfetal0.924
8TCGA-77-A5FZ-01A-31R-A27Q-07
lung-landscapes@6
cohortMD20.923
9TCGA-99-8028-01A-11R-2241-07
lung-landscapes@6
cohortMD20.923
10R304
bladder-landscape@3
0.921

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.560Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.550Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.520Inavolisib— uncovered
ALLOGRAFT_REJECTION0.510Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.460Idelalisib— uncovered
IL2_STAT5_SIGNALING0.430Idelalisib— uncovered
ANGIOGENESIS0.420Remibrutinib— uncovered
COAGULATION0.410Binimetinib— uncovered
COMPLEMENT0.390Inavolisib— uncovered
MYOGENESIS0.360Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.350Idelalisib— uncovered
UV_RESPONSE_DN0.290Inavolisib— uncovered
KRAS_SIGNALING_UP0.270Inavolisib— uncovered
APICAL_SURFACE0.260Temsirolimus— uncovered
APOPTOSIS0.250Idelalisib— uncovered
UV_RESPONSE_UP0.220Idelalisib— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.190Inavolisib— uncovered
APICAL_JUNCTION0.170Inavolisib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered