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

C3N-04168

· cohortMD2

cc2629b2-656b-5181-96d4-960efb3b1eb3

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
cohortMD2
subtype
cohortMD2
age_years
51.27173169

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+0.490
  • IL6_JAK_STAT3_SIGNALING+0.450
  • ANGIOGENESIS+0.440
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.320
  • KRAS_SIGNALING_UP+0.320
  • INFLAMMATORY_RESPONSE+0.300
  • COMPLEMENT+0.290
  • APICAL_SURFACE+0.280
  • IL2_STAT5_SIGNALING+0.280
  • INTERFERON_GAMMA_RESPONSE+0.260

Top 10 suppressed

  • MYC_TARGETS_V2-0.470
  • OXIDATIVE_PHOSPHORYLATION-0.450
  • E2F_TARGETS-0.420
  • CHOLESTEROL_HOMEOSTASIS-0.380
  • G2M_CHECKPOINT-0.340
  • DNA_REPAIR-0.330
  • FATTY_ACID_METABOLISM-0.330
  • MYC_TARGETS_V1-0.300
  • UV_RESPONSE_UP-0.250
  • SPERMATOGENESIS-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.

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

#SampleCancer typeSubtypecos similarity
1C3L-03976
lung-landscapes@6
cohortMD20.861
26bf9821d-da67-470f-9650-69d05b056166
melanoma-umap@29
0.847
3cf9ea065-c101-48e2-a1ea-54eb01658eef
melanoma-umap@29
0.844
4TCGA-CR-7392-01A-11R-2016-07
head-neck@1
0.840
5TCGA-69-7978-01A-11R-2187-07
lung-landscapes@6
cohortA10.837
6TCGA-44-2665-01A-01R-0946-07
lung-landscapes@6
cohortA10.836
7TCGA-55-6971-01A-11R-1949-07
lung-landscapes@6
cohortMD20.834
8SRR8518195
breast-umap@18
A0.829
96dfa748c-af43-469f-a98b-8472a4132739
melanoma-umap@29
0.827
10SRR8518350
breast-umap@18
A0.827

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
ALLOGRAFT_REJECTION0.490Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.450Inavolisib— uncovered
ANGIOGENESIS0.440Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.320Inavolisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
COMPLEMENT0.290Inavolisib— uncovered
APICAL_SURFACE0.280Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.280Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.260Idelalisib— uncovered
PROTEIN_SECRETION0.220Remibrutinib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.160Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.160Idelalisib— uncovered
UV_RESPONSE_DN0.160Inavolisib— uncovered
COAGULATION0.150Binimetinib— uncovered
ANDROGEN_RESPONSE0.110Inavolisib— uncovered
APICAL_JUNCTION0.070Inavolisib— uncovered
APOPTOSIS0.060Idelalisib— uncovered
HEME_METABOLISM0.050Temsirolimus— uncovered