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

C3N-00293

· cohortA1

317843b6-3e09-5534-aadb-c04182cc27c9

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
73.30321697

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYOGENESIS+0.200
  • HEDGEHOG_SIGNALING+0.180
  • NOTCH_SIGNALING+0.170
  • WNT_BETA_CATENIN_SIGNALING+0.100
  • TGF_BETA_SIGNALING+0.080
  • KRAS_SIGNALING_DN+0.070
  • BILE_ACID_METABOLISM+0.060
  • UV_RESPONSE_DN+0.060
  • PANCREAS_BETA_CELLS+0.040
  • APICAL_JUNCTION+0.020

Top 10 suppressed

  • E2F_TARGETS-0.650
  • MTORC1_SIGNALING-0.590
  • MYC_TARGETS_V1-0.590
  • OXIDATIVE_PHOSPHORYLATION-0.570
  • G2M_CHECKPOINT-0.530
  • UNFOLDED_PROTEIN_RESPONSE-0.460
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.450
  • MYC_TARGETS_V2-0.450
  • TNFA_SIGNALING_VIA_NFKB-0.420
  • HYPOXIA-0.410

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
1SRR8526730
lung-landscapes@6
cohortA10.915
2TCGA-55-8097-01A-11R-2241-07
lung-landscapes@6
cohortA10.911
3b03ebc32.a177.44c7.8b02.fcd6560712f2
lung-landscapes@6
cohortA10.904
4TCGA-CU-A3YL-01A-11R-A22U-07
bladder-landscape@3
0.903
5C3N-02950
lung-landscapes@6
cohortA10.900
6TCGA-NJ-A55A-01A-11R-A262-07
lung-landscapes@6
cohortA10.898
7SRR6013544
lung-landscapes@6
cohortA10.896
8d2995480-5ae0-42e1-9a21-25e1435201ee
colon-landscapes@1
0.892
9X698ec707.1965.46b2.81ff.3c3445a68d1a
lung-landscapes@6
cohortA10.890
10SRR1313120
breast-umap@18
A0.889

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
MYOGENESIS0.200Inavolisib— uncovered
HEDGEHOG_SIGNALING0.180Inavolisib— uncovered
NOTCH_SIGNALING0.170Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.100Inavolisib— uncovered
TGF_BETA_SIGNALING0.080Inavolisib— uncovered
KRAS_SIGNALING_DN0.070Remibrutinib— uncovered
BILE_ACID_METABOLISM0.060Inavolisib— uncovered
UV_RESPONSE_DN0.060Inavolisib— uncovered
PANCREAS_BETA_CELLS0.040Cobimetinib— uncovered
APICAL_JUNCTION0.020Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.020Inavolisib— uncovered