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

C3N-02721

· cohortA1

07ee022d-35f8-5f6f-9376-bfd6c9099e43

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
cohortA1
subtype
cohortA1
age_years
54.46406571

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.300
  • COMPLEMENT+0.150
  • PI3K_AKT_MTOR_SIGNALING+0.150
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.150
  • XENOBIOTIC_METABOLISM+0.150
  • BILE_ACID_METABOLISM+0.120
  • INTERFERON_GAMMA_RESPONSE+0.110
  • HEME_METABOLISM+0.080
  • MITOTIC_SPINDLE+0.040
  • SPERMATOGENESIS+0.040

Top 10 suppressed

  • MYC_TARGETS_V2-0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.430
  • MYC_TARGETS_V1-0.320
  • PANCREAS_BETA_CELLS-0.320
  • UNFOLDED_PROTEIN_RESPONSE-0.310
  • ANGIOGENESIS-0.300
  • E2F_TARGETS-0.270
  • CHOLESTEROL_HOMEOSTASIS-0.240
  • TNFA_SIGNALING_VIA_NFKB-0.240
  • GLYCOLYSIS-0.230

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
1C3N-01799
lung-landscapes@6
cohortA10.774
2BS_5PJCHF6V
medullo-epn-umap@date-based
MedMedulloblastoma0.756
3TCGA-NJ-A4YQ-01A-11R-A262-07
lung-landscapes@6
cohortA10.743
4MBCProject_5856_T0B_RNA
breast-umap@18
A0.736
5s0122234
melanoma-umap@29
0.724
6MNG1008
mng-umap@100
0.724
7ERR2208899
melanoma-umap@29
0.722
8MBCProject_1819_T2B_RNA
breast-umap@18
D0.722
9SRR2016932
head-neck@1
0.721
10C3N-03212
lung-landscapes@6
cohortA10.706

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.300Idelalisib— uncovered
COMPLEMENT0.150Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.150Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.150Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.150Inavolisib— uncovered
BILE_ACID_METABOLISM0.120Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.110Idelalisib— uncovered
HEME_METABOLISM0.080Temsirolimus— uncovered
MITOTIC_SPINDLE0.040Inavolisib— uncovered
SPERMATOGENESIS0.040Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.010Inavolisib— uncovered