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

d01f4531-b145-414b-bc1c-0f1a148b771e

07683519-8c0b-5c34-a59a-5ae01e28f37a

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+0.400
  • G2M_CHECKPOINT+0.400
  • INTERFERON_ALPHA_RESPONSE+0.400
  • MYC_TARGETS_V1+0.400
  • PROTEIN_SECRETION+0.400
  • MITOTIC_SPINDLE+0.300
  • MYC_TARGETS_V2+0.300
  • FATTY_ACID_METABOLISM+0.200
  • INTERFERON_GAMMA_RESPONSE+0.200
  • MTORC1_SIGNALING+0.200

Top 10 suppressed

  • ANGIOGENESIS-0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • APICAL_JUNCTION-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.400
  • COAGULATION-0.300
  • ESTROGEN_RESPONSE_LATE-0.300
  • INFLAMMATORY_RESPONSE-0.300
  • KRAS_SIGNALING_UP-0.300
  • MYOGENESIS-0.300
  • NOTCH_SIGNALING-0.300

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
188328
medullo-epn-umap@date-based
EPNSupratentorial EPN0.885
2R135
bladder-landscape@3
0.875
3SRR11296797
colon-landscapes@1
0.869
4SRR6013515
lung-landscapes@6
cohortA40.854
5TCGA-A8-A081-01A-11R-A00Z-07
breast-umap@18
C0.853
6TCGA-ZF-A9RN-01A-11R-A42T-07
bladder-landscape@3
0.851
7e0b0b87d-1125-4834-8133-5d719f1fd255
melanoma-umap@29
0.850
8TCGA-AO-A03O-01A-11R-A00Z-07
breast-umap@18
C0.843
9SRR1797282
lung-landscapes@6
cohortSC0.842
10SRR11296733
colon-landscapes@1
0.838

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.400Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
PROTEIN_SECRETION0.400Remibrutinib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
PEROXISOME0.200Idelalisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
ALLOGRAFT_REJECTION0.100Idelalisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered