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

MNG913

ca8c6da9-1a41-5d20-a545-67d4e7568dbd

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

  • ALLOGRAFT_REJECTION+0.523
  • INFLAMMATORY_RESPONSE+0.272
  • KRAS_SIGNALING_DN+0.197
  • SPERMATOGENESIS+0.185
  • OXIDATIVE_PHOSPHORYLATION+0.172
  • IL6_JAK_STAT3_SIGNALING+0.166
  • INTERFERON_GAMMA_RESPONSE+0.147
  • PANCREAS_BETA_CELLS+0.129
  • E2F_TARGETS+0.126
  • MYC_TARGETS_V2+0.117

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.501
  • PROTEIN_SECRETION-0.473
  • UV_RESPONSE_DN-0.447
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.442
  • WNT_BETA_CATENIN_SIGNALING-0.434
  • UNFOLDED_PROTEIN_RESPONSE-0.345
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.330
  • HEDGEHOG_SIGNALING-0.328
  • HYPOXIA-0.299
  • PEROXISOME-0.297

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR23303738
bladder-landscape@3
0.798
2TCGA-56-A49D-01A-11R-A24H-07
lung-landscapes@6
cohortSQ10.782
3SRR25617831
breast-umap@18
D0.773
45e2bb136-9a8b-4481-9394-d7eff1793f97
melanoma-umap@29
0.757
5SRR2932833
head-neck@1
0.754
6TCGA-GM-A2DO-01A-11R-A18M-07
breast-umap@18
D0.750
7EOL1_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE
ccle-aml@v2024.1
AML0.744
8TCGA-MZ-A5BI-01A-31R-A34R-07
head-neck@1
0.742
9EPT0776
medullo-epn-umap@date-based
EPNEPN Tumor0.734
10SRR5903553
lung-landscapes@6
cohortA10.733

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.523Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.272Idelalisib— uncovered
KRAS_SIGNALING_DN0.197Remibrutinib— uncovered
SPERMATOGENESIS0.185Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.172Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.166Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.147Idelalisib— uncovered
PANCREAS_BETA_CELLS0.129Cobimetinib— uncovered
E2F_TARGETS0.126Inavolisib— uncovered
MYC_TARGETS_V20.117Idelalisib— uncovered
COMPLEMENT0.090Inavolisib— uncovered
APICAL_SURFACE0.058Temsirolimus— uncovered
KRAS_SIGNALING_UP0.040Inavolisib— uncovered
G2M_CHECKPOINT0.010Inavolisib— uncovered