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

444cc5d2-e345-43ca-8289-193072077eca

e15f2750-920d-5680-88ae-6e9d2fa5b120

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

  • DNA_REPAIR+0.300
  • E2F_TARGETS+0.300
  • MYC_TARGETS_V1+0.300
  • BILE_ACID_METABOLISM+0.200
  • G2M_CHECKPOINT+0.200
  • NOTCH_SIGNALING+0.200
  • OXIDATIVE_PHOSPHORYLATION+0.200
  • PANCREAS_BETA_CELLS+0.200
  • PROTEIN_SECRETION+0.200
  • WNT_BETA_CATENIN_SIGNALING+0.200

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.500
  • IL6_JAK_STAT3_SIGNALING-0.500
  • INFLAMMATORY_RESPONSE-0.500
  • INTERFERON_GAMMA_RESPONSE-0.500
  • IL2_STAT5_SIGNALING-0.400
  • INTERFERON_ALPHA_RESPONSE-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.400
  • COMPLEMENT-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.300
  • HYPOXIA-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
1TCGA-77-8154-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.854
2f7ddd671-b2ba-4952-918b-07ae0ea84263
melanoma-umap@29
0.853
3SRR2780123
melanoma-umap@29
0.851
4sclc2008_S40.txt
lung-landscapes@6
cohortSC0.834
5SRR12696733
melanoma-umap@29
0.832
6TCGA-HQ-A2OF-01A-11R-A26T-07
bladder-landscape@3
0.830
7MNG239
mng-umap@100
0.827
820110070.TNBC
breast-umap@18
E0.825
9BS_53M8PP88
brain-umap@2
Ependymoma NOS0.825
10MNG164
mng-umap@100
0.824

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
DNA_REPAIR0.300Idelalisib— uncovered
E2F_TARGETS0.300Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
MYC_TARGETS_V20.100Idelalisib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered
PEROXISOME0.100Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.100Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered