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

MNG635

4221b287-2c15-5ef8-a320-166c611e9eef

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

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_GAMMA_RESPONSE+0.309
  • INTERFERON_ALPHA_RESPONSE+0.306
  • INFLAMMATORY_RESPONSE+0.274
  • IL2_STAT5_SIGNALING+0.259
  • ALLOGRAFT_REJECTION+0.252
  • KRAS_SIGNALING_UP+0.251
  • COMPLEMENT+0.220
  • TGF_BETA_SIGNALING+0.215
  • COAGULATION+0.212
  • BILE_ACID_METABOLISM+0.201

Top 10 suppressed

  • G2M_CHECKPOINT-0.488
  • E2F_TARGETS-0.482
  • MYC_TARGETS_V2-0.428
  • MITOTIC_SPINDLE-0.396
  • DNA_REPAIR-0.291
  • OXIDATIVE_PHOSPHORYLATION-0.289
  • MYC_TARGETS_V1-0.262
  • MTORC1_SIGNALING-0.240
  • UNFOLDED_PROTEIN_RESPONSE-0.190
  • GLYCOLYSIS-0.141

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1R232
bladder-landscape@3
0.890
2TCGA-91-7771-01A-11R-2170-07
lung-landscapes@6
cohortA20.885
3TCGA-49-4505-01A-01R-1206-07
lung-landscapes@6
cohortA10.877
4TCGA-22-4596-01A-01R-1201-07
lung-landscapes@6
cohortA10.873
5TCGA-UF-A7JJ-01A-11R-A34R-07
head-neck@1
0.872
6TCGA-49-6744-01A-11R-1858-07
lung-landscapes@6
cohortA10.871
7TCGA-64-1681-01A-11R-2066-07
lung-landscapes@6
cohortA10.871
8TCGA-55-8091-01A-11R-2241-07
lung-landscapes@6
cohortA10.868
9SRR8518195
breast-umap@18
A0.863
10BS_02NZT8CE
brain-umap@2
low-grade glioma0.861

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_GAMMA_RESPONSE0.309Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.306Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.274Idelalisib— uncovered
IL2_STAT5_SIGNALING0.259Idelalisib— uncovered
ALLOGRAFT_REJECTION0.252Idelalisib— uncovered
KRAS_SIGNALING_UP0.251Inavolisib— uncovered
COMPLEMENT0.220Inavolisib— uncovered
TGF_BETA_SIGNALING0.215Inavolisib— uncovered
COAGULATION0.212Binimetinib— uncovered
BILE_ACID_METABOLISM0.201Inavolisib— uncovered
ANGIOGENESIS0.196Remibrutinib— uncovered
APOPTOSIS0.177Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.175Inavolisib— uncovered
HEME_METABOLISM0.169Temsirolimus— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.164Inavolisib— uncovered
PANCREAS_BETA_CELLS0.155Cobimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.145Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.107Inavolisib— uncovered
KRAS_SIGNALING_DN0.099Remibrutinib— uncovered
HYPOXIA0.096Idelalisib— uncovered