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

TCGA-34-5239-01A-21R-1820-07

· cohortSQ1

ccda9330-1688-5c4d-9e80-515d9385399a

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
75

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+0.530
  • G2M_CHECKPOINT+0.440
  • ANGIOGENESIS+0.430
  • MITOTIC_SPINDLE+0.400
  • ALLOGRAFT_REJECTION+0.390
  • UV_RESPONSE_DN+0.380
  • E2F_TARGETS+0.370
  • APICAL_JUNCTION+0.330
  • MYC_TARGETS_V2+0.330
  • TGF_BETA_SIGNALING+0.320

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.360
  • SPERMATOGENESIS-0.290
  • GLYCOLYSIS-0.280
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.280
  • XENOBIOTIC_METABOLISM-0.260
  • FATTY_ACID_METABOLISM-0.230
  • PEROXISOME-0.230
  • MTORC1_SIGNALING-0.200
  • CHOLESTEROL_HOMEOSTASIS-0.190
  • UV_RESPONSE_UP-0.180

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
1SRR10899983
melanoma-umap@29
0.827
2TCGA-85-8287-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.825
3TCGA-98-8023-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.816
4SRR8518214
breast-umap@18
D0.795
5TCGA-FD-A62S-01A-11R-A30C-07
bladder-landscape@3
0.786
6SRR4296078
lung-landscapes@6
cohortSQ10.779
7SRR8613802
breast-umap@18
D0.775
8SRR934821
brain-umap@2
0.765
9MDT-AP-1349
medullo-epn-umap@date-based
MedMedulloblastoma0.764
10TCGA-68-8251-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.762

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.530Inavolisib— uncovered
G2M_CHECKPOINT0.440Inavolisib— uncovered
ANGIOGENESIS0.430Remibrutinib— uncovered
MITOTIC_SPINDLE0.400Inavolisib— uncovered
ALLOGRAFT_REJECTION0.390Idelalisib— uncovered
UV_RESPONSE_DN0.380Inavolisib— uncovered
E2F_TARGETS0.370Inavolisib— uncovered
APICAL_JUNCTION0.330Inavolisib— uncovered
MYC_TARGETS_V20.330Idelalisib— uncovered
TGF_BETA_SIGNALING0.320Inavolisib— uncovered
APICAL_SURFACE0.310Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.310Inavolisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.290Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.280Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.280Idelalisib— uncovered
MYOGENESIS0.210Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.190Inavolisib— uncovered
APOPTOSIS0.110Idelalisib— uncovered