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

TCGA-58-8388-01A-11R-2326-07

· cohortSQ1

564f6d48-2156-5427-b819-e55f3f43d339

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
cohortSQ1
subtype
cohortSQ1
age_years
60

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.410
  • MITOTIC_SPINDLE+0.380
  • G2M_CHECKPOINT+0.340
  • HEDGEHOG_SIGNALING+0.330
  • E2F_TARGETS+0.230
  • NOTCH_SIGNALING+0.210
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.190
  • UV_RESPONSE_DN+0.110
  • TGF_BETA_SIGNALING+0.100
  • ANGIOGENESIS+0.070

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.590
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.460
  • MTORC1_SIGNALING-0.440
  • FATTY_ACID_METABOLISM-0.410
  • CHOLESTEROL_HOMEOSTASIS-0.390
  • XENOBIOTIC_METABOLISM-0.390
  • ANDROGEN_RESPONSE-0.370
  • ADIPOGENESIS-0.330
  • APOPTOSIS-0.320
  • PEROXISOME-0.300

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
1824433bf-151c-46ea-9ea7-f53813f66a97
melanoma-umap@29
0.888
2a9e8922f-fd6c-412d-85f5-40f5ea9b5455
colon-landscapes@1
0.881
3MNG790
mng-umap@100
0.851
4a83e78c0-8b1b-4576-aace-4bee1dee5046
colon-landscapes@1
0.849
5SRR6013547
lung-landscapes@6
cohortMD10.848
620120197.TNBC
breast-umap@18
D0.843
7SRR1313145
breast-umap@18
D0.834
80918cbd5-edd0-41c8-8b67-677f35ad4611
melanoma-umap@29
0.834
9TCGA-90-A4ED-01A-31R-A24Z-07
lung-landscapes@6
cohortMD10.830
10TCGA-63-A5MW-01A-11R-A26W-07
lung-landscapes@6
cohortMD10.829

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.410Inavolisib— uncovered
MITOTIC_SPINDLE0.380Inavolisib— uncovered
G2M_CHECKPOINT0.340Inavolisib— uncovered
HEDGEHOG_SIGNALING0.330Inavolisib— uncovered
E2F_TARGETS0.230Inavolisib— uncovered
NOTCH_SIGNALING0.210Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.190Inavolisib— uncovered
UV_RESPONSE_DN0.110Inavolisib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered
ANGIOGENESIS0.070Remibrutinib— uncovered
APICAL_JUNCTION0.060Inavolisib— uncovered
MYOGENESIS0.020Inavolisib— uncovered