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

C3L-02348

· cohortA1

9b3120a1-9d46-54a4-868f-25fb58ce3b28

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
58.32169747

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.340
  • PROTEIN_SECRETION+0.300
  • FATTY_ACID_METABOLISM+0.280
  • INTERFERON_ALPHA_RESPONSE+0.270
  • ALLOGRAFT_REJECTION+0.260
  • BILE_ACID_METABOLISM+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • INTERFERON_GAMMA_RESPONSE+0.170
  • ANDROGEN_RESPONSE+0.150
  • HEME_METABOLISM+0.140

Top 10 suppressed

  • MYC_TARGETS_V2-0.630
  • E2F_TARGETS-0.570
  • G2M_CHECKPOINT-0.520
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.490
  • MYC_TARGETS_V1-0.440
  • ANGIOGENESIS-0.420
  • MTORC1_SIGNALING-0.390
  • HYPOXIA-0.330
  • GLYCOLYSIS-0.320
  • APICAL_SURFACE-0.280

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
1dcabd821.c5d5.4a97.b657.0612d6a4439d
lung-landscapes@6
cohortA10.833
2TCGA-67-6217-01A-11R-1755-07
lung-landscapes@6
cohortA10.815
37c025d06-2593-493c-b4a5-9f976149b0e2
melanoma-umap@29
0.810
4C3L-02350
lung-landscapes@6
cohortA10.806
5SRR12475115
colon-landscapes@1
0.802
6SRR12475148
colon-landscapes@1
0.797
7TCGA-78-7539-01A-11R-2066-07
lung-landscapes@6
cohortA10.794
8TCGA-55-7573-01A-11R-2039-07
lung-landscapes@6
cohortA10.792
9SRR12475121
colon-landscapes@1
0.790
10TCGA-44-5645-01A-01R-1628-07
lung-landscapes@6
cohortA10.789

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
TGF_BETA_SIGNALING0.340Inavolisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.280Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.270Inavolisib— uncovered
ALLOGRAFT_REJECTION0.260Idelalisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.170Idelalisib— uncovered
ANDROGEN_RESPONSE0.150Inavolisib— uncovered
HEME_METABOLISM0.140Temsirolimus— uncovered
PEROXISOME0.090Idelalisib— uncovered
UV_RESPONSE_DN0.080Inavolisib— uncovered
ADIPOGENESIS0.070Inavolisib— uncovered
COMPLEMENT0.070Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.070Inavolisib— uncovered
COAGULATION0.060Binimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.060Inavolisib— uncovered
HEDGEHOG_SIGNALING0.030Inavolisib— uncovered
PANCREAS_BETA_CELLS0.030Cobimetinib— uncovered
XENOBIOTIC_METABOLISM0.030Inavolisib— uncovered