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

TCGA-39-5024-01A-21R-1820-07

· cohortSQ1

057ed8e7-d86d-5386-9111-fb62a34bd461

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
65

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.480
  • APICAL_SURFACE+0.430
  • OXIDATIVE_PHOSPHORYLATION+0.360
  • ESTROGEN_RESPONSE_LATE+0.320
  • KRAS_SIGNALING_DN+0.300
  • INTERFERON_GAMMA_RESPONSE+0.290
  • ESTROGEN_RESPONSE_EARLY+0.270
  • E2F_TARGETS+0.260
  • PI3K_AKT_MTOR_SIGNALING+0.250
  • MTORC1_SIGNALING+0.230

Top 10 suppressed

  • PROTEIN_SECRETION-0.330
  • TGF_BETA_SIGNALING-0.320
  • UNFOLDED_PROTEIN_RESPONSE-0.220
  • DNA_REPAIR-0.160
  • ANGIOGENESIS-0.140
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.130
  • MITOTIC_SPINDLE-0.110
  • UV_RESPONSE_DN-0.110
  • MYC_TARGETS_V2-0.070
  • HEME_METABOLISM-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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-A8-A07Z-01A-11R-A00Z-07
breast-umap@18
B0.699
2C3N-03051
lung-landscapes@6
cohortSQ10.687
3MDT-AP-0327
medullo-epn-umap@date-based
MedMedulloblastoma0.681
4C3N-03425
lung-landscapes@6
cohortSQ10.671
5MDT-AP-0712
medullo-epn-umap@date-based
MedMedulloblastoma0.658
6SRR33532822
breast-umap@18
C0.652
7GSM5359439
bladder-landscape@3
0.651
8sclcF7272_S56.txt
lung-landscapes@6
cohortA10.648
9SRR5088866
melanoma-umap@29
0.644
10MNG161
mng-umap@100
0.637

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.480Inavolisib— uncovered
APICAL_SURFACE0.430Temsirolimus— uncovered
OXIDATIVE_PHOSPHORYLATION0.360Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.320Idelalisib— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.290Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.270Inavolisib— uncovered
E2F_TARGETS0.260Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.250Inavolisib— uncovered
MTORC1_SIGNALING0.230Inavolisib— uncovered
APICAL_JUNCTION0.220Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.220Remibrutinib— uncovered
COAGULATION0.220Binimetinib— uncovered
FATTY_ACID_METABOLISM0.210Inavolisib— uncovered
G2M_CHECKPOINT0.210Inavolisib— uncovered
GLYCOLYSIS0.190Inavolisib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
ADIPOGENESIS0.160Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.140Inavolisib— uncovered
ANDROGEN_RESPONSE0.130Inavolisib— uncovered