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

C3N-02088

· cohortA1

a8e44a88-ad5a-52ee-87e1-5642a25630e4

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
60.3394935

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+0.430
  • ANGIOGENESIS+0.350
  • COAGULATION+0.350
  • NOTCH_SIGNALING+0.340
  • TGF_BETA_SIGNALING+0.340
  • PROTEIN_SECRETION+0.330
  • COMPLEMENT+0.250
  • KRAS_SIGNALING_UP+0.250
  • UV_RESPONSE_DN+0.240
  • PEROXISOME+0.220

Top 10 suppressed

  • MYC_TARGETS_V2-0.560
  • E2F_TARGETS-0.480
  • G2M_CHECKPOINT-0.470
  • UNFOLDED_PROTEIN_RESPONSE-0.400
  • WNT_BETA_CATENIN_SIGNALING-0.320
  • MYC_TARGETS_V1-0.290
  • APICAL_SURFACE-0.250
  • MITOTIC_SPINDLE-0.220
  • ALLOGRAFT_REJECTION-0.200
  • KRAS_SIGNALING_DN-0.190

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
1C3N-01021
lung-landscapes@6
cohortA10.807
2SRR8518229
breast-umap@18
C0.782
3C3L-02508
lung-landscapes@6
cohortA10.778
4TCGA-50-5944-01A-11R-1755-07
lung-landscapes@6
cohortA10.755
59bc1ce84-45e5-4c83-871c-02356d8311b9
melanoma-umap@29
0.740
6TCGA-BH-A0BJ-01A-11R-A056-07
breast-umap@18
A0.739
7SRR8613754
breast-umap@18
F0.737
8TCGA-05-5715-01A-01R-1628-07
lung-landscapes@6
cohortA10.736
9SRR8613790
breast-umap@18
A0.735
10TCGA-44-8120-01A-11R-2241-07
lung-landscapes@6
cohortA10.733

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
ANGIOGENESIS0.350Remibrutinib— uncovered
COAGULATION0.350Binimetinib— uncovered
NOTCH_SIGNALING0.340Inavolisib— uncovered
TGF_BETA_SIGNALING0.340Inavolisib— uncovered
PROTEIN_SECRETION0.330Remibrutinib— uncovered
COMPLEMENT0.250Inavolisib— uncovered
KRAS_SIGNALING_UP0.250Inavolisib— uncovered
UV_RESPONSE_DN0.240Inavolisib— uncovered
PEROXISOME0.220Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.190Remibrutinib— uncovered
ADIPOGENESIS0.130Inavolisib— uncovered
APICAL_JUNCTION0.130Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.130Inavolisib— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
HEME_METABOLISM0.110Temsirolimus— uncovered
APOPTOSIS0.100Idelalisib— uncovered
MYOGENESIS0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.090Remibrutinib— uncovered
ANDROGEN_RESPONSE0.060Inavolisib— uncovered