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

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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+0.600
  • MYC_TARGETS_V2+0.600
  • G2M_CHECKPOINT+0.500
  • MYC_TARGETS_V1+0.500
  • FATTY_ACID_METABOLISM+0.400
  • MTORC1_SIGNALING+0.400
  • OXIDATIVE_PHOSPHORYLATION+0.400
  • CHOLESTEROL_HOMEOSTASIS+0.300
  • DNA_REPAIR+0.300
  • ESTROGEN_RESPONSE_LATE+0.300

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.500
  • UV_RESPONSE_DN-0.300
  • ALLOGRAFT_REJECTION-0.200
  • ANGIOGENESIS-0.200
  • IL6_JAK_STAT3_SIGNALING-0.200
  • KRAS_SIGNALING_UP-0.200
  • TGF_BETA_SIGNALING-0.200
  • WNT_BETA_CATENIN_SIGNALING-0.200
  • APICAL_JUNCTION-0.100
  • HYPOXIA-0.100

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
1TCGA-18-3412-01A-01R-0980-07
lung-landscapes@6
cohortSQ20.877
2SRR8518397
breast-umap@18
E0.868
3fddf611e-f586-49e1-9ee8-8ac853accb9e
colon-landscapes@1
0.864
4TCGA-E9-A1RB-01A-11R-A157-07
breast-umap@18
C0.838
5f20785b9-991d-4b87-8ba7-ca32373f1996
melanoma-umap@29
0.838
6AUR-AFUM-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.833
7SRR1516095
bladder-landscape@3
0.827
88c76ce45-f110-4f6a-b413-13a1a1aeddef
colon-landscapes@1
0.827
9BSR_12_0070_A1_S79
breast-umap@18
C0.823
10TCGA-39-5036-01A-01R-1443-07
lung-landscapes@6
cohortSQ20.819

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.600Inavolisib— uncovered
MYC_TARGETS_V20.600Idelalisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
MYC_TARGETS_V10.500Inavolisib— uncovered
FATTY_ACID_METABOLISM0.400Inavolisib— uncovered
MTORC1_SIGNALING0.400Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.300Remibrutinib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.300Idelalisib— uncovered
SPERMATOGENESIS0.300Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.300Inavolisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
PEROXISOME0.200Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered