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

s0099965

89fe4cf1-29c1-57bb-b3d2-3c9a6a673dd6

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

  • INTERFERON_ALPHA_RESPONSE+0.600
  • INTERFERON_GAMMA_RESPONSE+0.600
  • ALLOGRAFT_REJECTION+0.400
  • COMPLEMENT+0.400
  • E2F_TARGETS+0.400
  • G2M_CHECKPOINT+0.400
  • INFLAMMATORY_RESPONSE+0.400
  • TNFA_SIGNALING_VIA_NFKB+0.400
  • IL6_JAK_STAT3_SIGNALING+0.300
  • TGF_BETA_SIGNALING+0.300

Top 10 suppressed

  • ADIPOGENESIS-0.300
  • NOTCH_SIGNALING-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • BILE_ACID_METABOLISM-0.200
  • GLYCOLYSIS-0.200
  • HEDGEHOG_SIGNALING-0.200
  • HYPOXIA-0.200
  • MYOGENESIS-0.200
  • PANCREAS_BETA_CELLS-0.200
  • WNT_BETA_CATENIN_SIGNALING-0.200

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1s0112313
melanoma-umap@29
0.861
2MNG766
mng-umap@100
0.827
3ERR2278877
head-neck@1
0.797
46d7694d5-8582-466f-8072-df47dc10d780
melanoma-umap@29
0.797
5346fe4c0-2ea0-45b4-8863-b0f9e7756ad6
melanoma-umap@29
0.795
6ERR2278874
head-neck@1
0.793
7TCGA-CR-7373-01A-11R-2016-07
head-neck@1
0.790
8TCGA-AO-A128-01A-11R-A10J-07
breast-umap@18
D0.788
957c4a274-647d-4499-a8f8-a79e446ab4a7
colon-landscapes@1
0.787
10TCGA-83-5908-01A-21R-2287-07
lung-landscapes@6
cohortA10.786

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.600Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.600Idelalisib— uncovered
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
COMPLEMENT0.400Inavolisib— uncovered
E2F_TARGETS0.400Inavolisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.400Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
APOPTOSIS0.200Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
COAGULATION0.200Binimetinib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
MYC_TARGETS_V20.200Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered