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

TCGA-HQ-A2OF-01A-11R-A26T-07

62b534c7-f90f-5895-9271-3d59541e5662

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
overall_survival_months
63.96189225
os_event
false
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.430
  • G2M_CHECKPOINT+0.420
  • E2F_TARGETS+0.400
  • MYC_TARGETS_V1+0.360
  • MITOTIC_SPINDLE+0.320
  • MYC_TARGETS_V2+0.310
  • UNFOLDED_PROTEIN_RESPONSE+0.290
  • BILE_ACID_METABOLISM+0.250
  • ANDROGEN_RESPONSE+0.240
  • PEROXISOME+0.210

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.520
  • INTERFERON_GAMMA_RESPONSE-0.510
  • ALLOGRAFT_REJECTION-0.480
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.480
  • TNFA_SIGNALING_VIA_NFKB-0.450
  • ANGIOGENESIS-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • IL6_JAK_STAT3_SIGNALING-0.380
  • IL2_STAT5_SIGNALING-0.350
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.250

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
15d396a37-9b3d-4255-a3bd-f4a7c9480aee
colon-landscapes@1
0.925
2TCGA-ZF-A9RM-01A-11R-A38B-07
bladder-landscape@3
0.875
313649cf2-1dc4-408f-9063-31a2b9bb7157
colon-landscapes@1
0.874
4TCGA-E2-A155-01A-11R-A12D-07
breast-umap@18
B0.873
5TCGA-B6-A0WV-01A-11R-A109-07
breast-umap@18
B0.870
6DRR168570
bladder-landscape@3
0.870
7TCGA-OR-A5LE-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.856
8SRR1313100
breast-umap@18
B0.854
9MDT-AP-2956
medullo-epn-umap@date-based
MedMedulloblastoma0.854
10236350e9-8964-42ae-8880-d2f2281ff993
melanoma-umap@29
0.853

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.430Remibrutinib— uncovered
G2M_CHECKPOINT0.420Inavolisib— uncovered
E2F_TARGETS0.400Inavolisib— uncovered
MYC_TARGETS_V10.360Inavolisib— uncovered
MITOTIC_SPINDLE0.320Inavolisib— uncovered
MYC_TARGETS_V20.310Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.290Idelalisib— uncovered
BILE_ACID_METABOLISM0.250Inavolisib— uncovered
ANDROGEN_RESPONSE0.240Inavolisib— uncovered
PEROXISOME0.210Idelalisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.190Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.190Inavolisib— uncovered
PANCREAS_BETA_CELLS0.170Cobimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.160Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.130Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.120Remibrutinib— uncovered
DNA_REPAIR0.110Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.110Inavolisib— uncovered
SPERMATOGENESIS0.110Inavolisib— uncovered