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

653522fe-3289-4e1f-9373-c81f923893a3

33c1fef8-0b13-5a8d-a06d-0b9561eb829a

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

  • IL6_JAK_STAT3_SIGNALING+0.500
  • INTERFERON_ALPHA_RESPONSE+0.500
  • INTERFERON_GAMMA_RESPONSE+0.500
  • ALLOGRAFT_REJECTION+0.400
  • TGF_BETA_SIGNALING+0.400
  • UV_RESPONSE_DN+0.400
  • ANGIOGENESIS+0.300
  • APICAL_JUNCTION+0.300
  • COMPLEMENT+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300

Top 10 suppressed

  • E2F_TARGETS-0.500
  • G2M_CHECKPOINT-0.400
  • MYC_TARGETS_V1-0.400
  • MYC_TARGETS_V2-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • DNA_REPAIR-0.300
  • MTORC1_SIGNALING-0.300
  • GLYCOLYSIS-0.200
  • PANCREAS_BETA_CELLS-0.200
  • SPERMATOGENESIS-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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-CV-6943-01A-11R-1915-07
head-neck@1
0.926
2TCGA-CN-5373-01A-01R-1436-07
head-neck@1
0.911
3TCGA-CR-7376-01A-11R-2132-07
head-neck@1
0.910
4TCGA-CR-7392-01A-11R-2016-07
head-neck@1
0.910
5SRR5088824
melanoma-umap@29
0.910
6TCGA-CR-7394-01A-11R-2016-07
head-neck@1
0.908
7TCGA-CN-4733-01A-02R-1873-07
head-neck@1
0.903
8TCGA-A2-A0YD-01A-11R-A109-07
breast-umap@18
A0.900
9BS_69V8P8A0
brain-umap@2
Neurofibroma0.896
10TCGA-AC-A2B8-01A-11R-A17B-07
breast-umap@18
A0.896

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
ALLOGRAFT_REJECTION0.400Idelalisib— uncovered
TGF_BETA_SIGNALING0.400Inavolisib— uncovered
UV_RESPONSE_DN0.400Inavolisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
HEME_METABOLISM0.300Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
KRAS_SIGNALING_UP0.300Inavolisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
APOPTOSIS0.200Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered