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

MNG279

633c0357-81d1-58b8-9438-2a0ce6b08e7a

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

  • KRAS_SIGNALING_DN+0.332
  • INTERFERON_ALPHA_RESPONSE+0.297
  • PANCREAS_BETA_CELLS+0.235
  • INTERFERON_GAMMA_RESPONSE+0.221
  • TNFA_SIGNALING_VIA_NFKB+0.212
  • COAGULATION+0.211
  • ESTROGEN_RESPONSE_LATE+0.174
  • HEDGEHOG_SIGNALING+0.167
  • ALLOGRAFT_REJECTION+0.161
  • MYOGENESIS+0.125

Top 10 suppressed

  • E2F_TARGETS-0.487
  • G2M_CHECKPOINT-0.457
  • DNA_REPAIR-0.432
  • MYC_TARGETS_V2-0.417
  • MITOTIC_SPINDLE-0.361
  • MYC_TARGETS_V1-0.360
  • PI3K_AKT_MTOR_SIGNALING-0.351
  • PROTEIN_SECRETION-0.321
  • UNFOLDED_PROTEIN_RESPONSE-0.282
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.270

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_NT9NZYFD
brain-umap@2
Ganglioglioma0.902
2TCGA-E9-A3Q9-01A-11R-A21T-07
breast-umap@18
B0.855
3TCGA-55-8513-01A-11R-2403-07
lung-landscapes@6
cohortA10.851
4TCGA-NJ-A55O-01A-11R-A262-07
lung-landscapes@6
cohortA20.851
5MDT-AP-0746
medullo-epn-umap@date-based
MedMedulloblastoma0.847
6TCGA-CF-A47S-01A-11R-A23W-07
bladder-landscape@3
0.846
7TCGA-55-7728-01A-11R-2187-07
lung-landscapes@6
cohortA10.845
88bcf201b-a2ac-4026-ace4-39a0d915da41
melanoma-umap@29
0.845
9C3N-03038
lung-landscapes@6
cohortA10.838
10SRR1358826
brain-umap@2
GTEX0.838

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
KRAS_SIGNALING_DN0.332Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.297Inavolisib— uncovered
PANCREAS_BETA_CELLS0.235Cobimetinib— uncovered
INTERFERON_GAMMA_RESPONSE0.221Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.212Inavolisib— uncovered
COAGULATION0.211Binimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.174Idelalisib— uncovered
HEDGEHOG_SIGNALING0.167Inavolisib— uncovered
ALLOGRAFT_REJECTION0.161Idelalisib— uncovered
MYOGENESIS0.125Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.103Inavolisib— uncovered
COMPLEMENT0.100Inavolisib— uncovered
HYPOXIA0.098Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.097Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.095Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.076Inavolisib— uncovered
IL2_STAT5_SIGNALING0.069Idelalisib— uncovered
KRAS_SIGNALING_UP0.052Inavolisib— uncovered
ANDROGEN_RESPONSE0.041Inavolisib— uncovered
SPERMATOGENESIS0.041Inavolisib— uncovered