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

C3L-03463

· cohortA3

eda67eb1-afa5-593e-8f97-71cb435a9d51

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
cohortA3
subtype
cohortA3
age_years
62.84188912

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.510
  • ANGIOGENESIS+0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.360
  • BILE_ACID_METABOLISM+0.240
  • COAGULATION+0.240
  • HEME_METABOLISM+0.220
  • KRAS_SIGNALING_UP+0.210
  • ESTROGEN_RESPONSE_EARLY+0.180
  • TGF_BETA_SIGNALING+0.180
  • HEDGEHOG_SIGNALING+0.160

Top 10 suppressed

  • E2F_TARGETS-0.610
  • MYC_TARGETS_V2-0.580
  • G2M_CHECKPOINT-0.570
  • INTERFERON_ALPHA_RESPONSE-0.530
  • INTERFERON_GAMMA_RESPONSE-0.490
  • MYC_TARGETS_V1-0.450
  • DNA_REPAIR-0.370
  • OXIDATIVE_PHOSPHORYLATION-0.370
  • MITOTIC_SPINDLE-0.320
  • MTORC1_SIGNALING-0.310

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1C3L-02165
lung-landscapes@6
cohortA20.882
2SRR8518225
breast-umap@18
B0.865
3C3L-01890
lung-landscapes@6
cohortA20.846
4SRR8518184
breast-umap@18
F0.836
587fad31a-da7d-4904-93bd-29a7290a316b
colon-landscapes@1
0.834
6SRR8518453
breast-umap@18
F0.832
7TCGA-99-8032-01A-11R-2241-07
lung-landscapes@6
cohortA30.831
8TCGA-55-6983-01A-11R-1949-07
lung-landscapes@6
cohortA30.830
9C3N-02193
lung-landscapes@6
cohortA10.827
1035c6ff25-753c-4ebe-bbe7-2e7105d052e8
melanoma-umap@29
0.826

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.510Cobimetinib— uncovered
ANGIOGENESIS0.390Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.360Inavolisib— uncovered
BILE_ACID_METABOLISM0.240Inavolisib— uncovered
COAGULATION0.240Binimetinib— uncovered
HEME_METABOLISM0.220Temsirolimus— uncovered
KRAS_SIGNALING_UP0.210Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.180Inavolisib— uncovered
TGF_BETA_SIGNALING0.180Inavolisib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
ANDROGEN_RESPONSE0.130Inavolisib— uncovered
MYOGENESIS0.130Inavolisib— uncovered
FATTY_ACID_METABOLISM0.070Inavolisib— uncovered
NOTCH_SIGNALING0.030Inavolisib— uncovered
UV_RESPONSE_DN0.030Inavolisib— uncovered
KRAS_SIGNALING_DN0.020Remibrutinib— uncovered