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

69201842-6398-4509-b227-fca5bc12b08d

09d391ca-5dc3-5fc6-8221-b359595b950e

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
age_years
69

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.620
  • INTERFERON_GAMMA_RESPONSE+0.550
  • ALLOGRAFT_REJECTION+0.460
  • ANGIOGENESIS+0.450
  • INFLAMMATORY_RESPONSE+0.420
  • IL6_JAK_STAT3_SIGNALING+0.380
  • COMPLEMENT+0.370
  • APICAL_SURFACE+0.360
  • MITOTIC_SPINDLE+0.270
  • IL2_STAT5_SIGNALING+0.260

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.380
  • MYC_TARGETS_V1-0.370
  • WNT_BETA_CATENIN_SIGNALING-0.340
  • DNA_REPAIR-0.330
  • MYC_TARGETS_V2-0.240
  • PEROXISOME-0.210
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.210
  • UNFOLDED_PROTEIN_RESPONSE-0.200
  • PANCREAS_BETA_CELLS-0.170
  • BILE_ACID_METABOLISM-0.150

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
16d4df71e-cbf8-49e7-a511-8c8c1ea780e8
colon-landscapes@1
0.866
2TCGA-55-6979-01A-11R-1949-07
lung-landscapes@6
cohortA10.859
3MDT-AP-3331
medullo-epn-umap@date-based
MedMedulloblastoma0.855
4c55bb20b-c929-42e2-be7f-8b1da7bee953
melanoma-umap@29
0.847
5MDT-AP-0363
medullo-epn-umap@date-based
MedMedulloblastoma0.843
6s_150203_5b
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.841
7MDT-AP-2796
medullo-epn-umap@date-based
MedMedulloblastoma0.836
8TCGA-55-6712-01A-11R-1858-07
lung-landscapes@6
cohortA10.832
9ea0e56e4-d9e3-44a2-9bdb-2e98554f6bff
colon-landscapes@1
0.821
10SRR4296066
lung-landscapes@6
cohortA10.821

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.620Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.550Idelalisib— uncovered
ALLOGRAFT_REJECTION0.460Idelalisib— uncovered
ANGIOGENESIS0.450Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.420Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.380Inavolisib— uncovered
COMPLEMENT0.370Inavolisib— uncovered
APICAL_SURFACE0.360Temsirolimus— uncovered
MITOTIC_SPINDLE0.270Inavolisib— uncovered
IL2_STAT5_SIGNALING0.260Idelalisib— uncovered
KRAS_SIGNALING_UP0.260Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.250Inavolisib— uncovered
APOPTOSIS0.240Idelalisib— uncovered
COAGULATION0.230Binimetinib— uncovered
HYPOXIA0.210Idelalisib— uncovered
MYOGENESIS0.200Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.200Inavolisib— uncovered
APICAL_JUNCTION0.140Inavolisib— uncovered
GLYCOLYSIS0.140Inavolisib— uncovered
HEME_METABOLISM0.140Temsirolimus— uncovered