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

MNG767

c51ff323-902e-5f7f-954f-12ae06589f59

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

  • E2F_TARGETS+0.580
  • G2M_CHECKPOINT+0.543
  • MYC_TARGETS_V1+0.503
  • UNFOLDED_PROTEIN_RESPONSE+0.393
  • MTORC1_SIGNALING+0.372
  • OXIDATIVE_PHOSPHORYLATION+0.335
  • MYC_TARGETS_V2+0.325
  • PROTEIN_SECRETION+0.318
  • INTERFERON_ALPHA_RESPONSE+0.245
  • SPERMATOGENESIS+0.217

Top 10 suppressed

  • MYOGENESIS-0.299
  • WNT_BETA_CATENIN_SIGNALING-0.234
  • HEDGEHOG_SIGNALING-0.223
  • KRAS_SIGNALING_DN-0.199
  • UV_RESPONSE_DN-0.170
  • HYPOXIA-0.166
  • TGF_BETA_SIGNALING-0.152
  • COAGULATION-0.132
  • APICAL_JUNCTION-0.130
  • ESTROGEN_RESPONSE_EARLY-0.125

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
1930630ee-1c36-4567-aeff-042eef1654e6
colon-landscapes@1
0.860
2TCGA-DK-A1A6-01A-11R-A13Y-07
bladder-landscape@3
0.860
3C3N-00294
lung-landscapes@6
cohortA10.859
4BS_5CTVXVRX
brain-umap@2
high-grade glioma0.858
5SRR6013495
lung-landscapes@6
cohortA10.855
6SRR12696741
melanoma-umap@29
0.848
7SRR10841996
melanoma-umap@29
0.844
8TCGA-38-4625-01A-01R-1206-07
lung-landscapes@6
cohortA10.838
9SRR934912
brain-umap@2
0.834
10TCGA-05-4415-01A-22R-1858-07
lung-landscapes@6
cohortA40.834

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.580Inavolisib— uncovered
G2M_CHECKPOINT0.543Inavolisib— uncovered
MYC_TARGETS_V10.503Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.393Idelalisib— uncovered
MTORC1_SIGNALING0.372Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.335Remibrutinib— uncovered
MYC_TARGETS_V20.325Idelalisib— uncovered
PROTEIN_SECRETION0.318Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.245Inavolisib— uncovered
SPERMATOGENESIS0.217Inavolisib— uncovered
DNA_REPAIR0.197Idelalisib— uncovered
MITOTIC_SPINDLE0.181Inavolisib— uncovered
ANGIOGENESIS0.171Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.154Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.154Idelalisib— uncovered
PEROXISOME0.154Idelalisib— uncovered
GLYCOLYSIS0.148Inavolisib— uncovered
COMPLEMENT0.132Inavolisib— uncovered
ALLOGRAFT_REJECTION0.115Idelalisib— uncovered
NOTCH_SIGNALING0.103Inavolisib— uncovered