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

C3L-02170

· cohortMD2

6241271d-9d4c-53bf-b443-feb2ba69f8d4

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
73.14715948

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TNFA_SIGNALING_VIA_NFKB+0.660
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.590
  • IL6_JAK_STAT3_SIGNALING+0.550
  • INFLAMMATORY_RESPONSE+0.550
  • ANGIOGENESIS+0.540
  • COAGULATION+0.460
  • ALLOGRAFT_REJECTION+0.430
  • TGF_BETA_SIGNALING+0.390
  • COMPLEMENT+0.380
  • IL2_STAT5_SIGNALING+0.380

Top 10 suppressed

  • E2F_TARGETS-0.570
  • G2M_CHECKPOINT-0.440
  • MYC_TARGETS_V1-0.430
  • OXIDATIVE_PHOSPHORYLATION-0.410
  • DNA_REPAIR-0.330
  • PROTEIN_SECRETION-0.320
  • MYC_TARGETS_V2-0.250
  • MITOTIC_SPINDLE-0.180
  • GLYCOLYSIS-0.160
  • PEROXISOME-0.160

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
1SRR1797296
lung-landscapes@6
cohortMD20.941
2SRR6013602
lung-landscapes@6
cohortMD20.940
3C3L-02164
lung-landscapes@6
cohortMD20.937
4BS_GDHH6T5A
brain-umap@2
Neurofibroma0.934
5SRR26320074
bladder-landscape@3
0.933
6BS_G1Y281HX
brain-umap@2
Neuroblastoma0.933
7TCGA-78-8648-01A-11R-2403-07
lung-landscapes@6
cohortMD20.928
820120155.TNBC
breast-umap@18
D0.926
9TCGA-A2-A0EN-01A-13R-A084-07
breast-umap@18
A0.925
10TCGA-XF-AAN8-01A-11R-A42T-07
bladder-landscape@3
0.922

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.660Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.590Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.550Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.550Idelalisib— uncovered
ANGIOGENESIS0.540Remibrutinib— uncovered
COAGULATION0.460Binimetinib— uncovered
ALLOGRAFT_REJECTION0.430Idelalisib— uncovered
TGF_BETA_SIGNALING0.390Inavolisib— uncovered
COMPLEMENT0.380Inavolisib— uncovered
IL2_STAT5_SIGNALING0.380Idelalisib— uncovered
KRAS_SIGNALING_UP0.370Inavolisib— uncovered
UV_RESPONSE_DN0.360Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.350Inavolisib— uncovered
HYPOXIA0.340Idelalisib— uncovered
MYOGENESIS0.340Inavolisib— uncovered
P53_PATHWAY0.340Idelalisib— uncovered
APOPTOSIS0.330Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.330Idelalisib— uncovered
APICAL_JUNCTION0.310Inavolisib— uncovered
APICAL_SURFACE0.290Temsirolimus— uncovered