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

6DFB9EF2-4993-4CF1-B0F7-F8A9409DF3B5

203ba6fe-accc-50a1-87c5-3a17a11fce56

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
overall_survival_months
2.299605781865966
age_years
39
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • G2M_CHECKPOINT+0.519
  • E2F_TARGETS+0.495
  • ALLOGRAFT_REJECTION+0.494
  • INTERFERON_ALPHA_RESPONSE+0.433
  • INTERFERON_GAMMA_RESPONSE+0.392
  • MYC_TARGETS_V2+0.359
  • INFLAMMATORY_RESPONSE+0.341
  • MYC_TARGETS_V1+0.325
  • IL6_JAK_STAT3_SIGNALING+0.283
  • MITOTIC_SPINDLE+0.277

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.375
  • MYOGENESIS-0.298
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.283
  • KRAS_SIGNALING_DN-0.257
  • ADIPOGENESIS-0.227
  • HYPOXIA-0.151
  • FATTY_ACID_METABOLISM-0.125
  • PEROXISOME-0.120
  • ESTROGEN_RESPONSE_EARLY-0.110
  • ESTROGEN_RESPONSE_LATE-0.105

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
133233781-A799-4610-86FC-C836713D31AA
brain-umap@2
0.856
2TCGA-CR-7373-01A-11R-2016-07
head-neck@1
0.850
30FCC6761-EFEA-4C47-A36F-9DB187A4649D
brain-umap@2
0.834
4SRR934909
brain-umap@2
0.822
5SRR934757
brain-umap@2
0.819
6MNG1210
mng-umap@100
0.817
7BS_H1ZS5FMZ
brain-umap@2
high-grade glioma0.816
8TCGA-83-5908-01A-21R-2287-07
lung-landscapes@6
cohortA10.810
9SRR934821
brain-umap@2
0.807
10SRR934763
brain-umap@2
0.805

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.519Inavolisib— uncovered
E2F_TARGETS0.495Inavolisib— uncovered
ALLOGRAFT_REJECTION0.494Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.433Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.392Idelalisib— uncovered
MYC_TARGETS_V20.359Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.341Idelalisib— uncovered
MYC_TARGETS_V10.325Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.283Inavolisib— uncovered
MITOTIC_SPINDLE0.277Inavolisib— uncovered
TGF_BETA_SIGNALING0.253Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.248Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.237Remibrutinib— uncovered
APOPTOSIS0.220Idelalisib— uncovered
COMPLEMENT0.220Inavolisib— uncovered
NOTCH_SIGNALING0.196Inavolisib— uncovered
KRAS_SIGNALING_UP0.192Inavolisib— uncovered
IL2_STAT5_SIGNALING0.182Idelalisib— uncovered
DNA_REPAIR0.162Idelalisib— uncovered
COAGULATION0.151Binimetinib— uncovered