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

SRR8943018

81cc7c1a-34f9-5934-b3ca-b562dc26afea

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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.410
  • MTORC1_SIGNALING+0.390
  • OXIDATIVE_PHOSPHORYLATION+0.380
  • ANGIOGENESIS+0.360
  • ADIPOGENESIS+0.350
  • HYPOXIA+0.350
  • HEDGEHOG_SIGNALING+0.330
  • GLYCOLYSIS+0.310
  • NOTCH_SIGNALING+0.310
  • FATTY_ACID_METABOLISM+0.290

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.380
  • G2M_CHECKPOINT-0.260
  • INTERFERON_GAMMA_RESPONSE-0.250
  • E2F_TARGETS-0.240
  • MITOTIC_SPINDLE-0.200
  • IL6_JAK_STAT3_SIGNALING-0.160
  • PANCREAS_BETA_CELLS-0.160
  • PI3K_AKT_MTOR_SIGNALING-0.120
  • ESTROGEN_RESPONSE_EARLY-0.060
  • APICAL_SURFACE-0.050

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
1BSR_06_0059_A2_S99
breast-umap@18
F0.782
2c119f5ef.864c.434b.b515.57c27c7ae949
lung-landscapes@6
cohortA10.775
320060030.TNBC
breast-umap@18
F0.769
4MBCProject_0209_T1_RNA
breast-umap@18
C0.762
5R260
bladder-landscape@3
0.759
6TCGA-LL-A740-01A-21R-A32P-07
breast-umap@18
F0.743
7GSM5359444
bladder-landscape@3
0.741
8TCGA-CR-5247-01A-01R-2016-07
head-neck@1
0.741
9d25af392-21ad-4aa6-8669-34656bf71af5
colon-landscapes@1
0.729
10TCGA-A2-A04W-01A-31R-A115-07
breast-umap@18
C0.728

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
EPITHELIAL_MESENCHYMAL_TRANSITION0.410Inavolisib— uncovered
MTORC1_SIGNALING0.390Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.380Remibrutinib— uncovered
ANGIOGENESIS0.360Remibrutinib— uncovered
ADIPOGENESIS0.350Inavolisib— uncovered
HYPOXIA0.350Idelalisib— uncovered
HEDGEHOG_SIGNALING0.330Inavolisib— uncovered
GLYCOLYSIS0.310Inavolisib— uncovered
NOTCH_SIGNALING0.310Inavolisib— uncovered
FATTY_ACID_METABOLISM0.290Inavolisib— uncovered
MYOGENESIS0.280Inavolisib— uncovered
TGF_BETA_SIGNALING0.280Inavolisib— uncovered
COAGULATION0.270Binimetinib— uncovered
MYC_TARGETS_V10.230Inavolisib— uncovered
PROTEIN_SECRETION0.230Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.230Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.220Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
APICAL_JUNCTION0.190Inavolisib— uncovered
PEROXISOME0.190Idelalisib— uncovered