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

TCGA-H7-7774-01A-21R-2081-07

e5ec8e70-7d05-561a-8c65-c1cae74e6dc4

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
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

  • INTERFERON_ALPHA_RESPONSE+0.550
  • BILE_ACID_METABOLISM+0.400
  • CHOLESTEROL_HOMEOSTASIS+0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.390
  • XENOBIOTIC_METABOLISM+0.390
  • ESTROGEN_RESPONSE_EARLY+0.370
  • INTERFERON_GAMMA_RESPONSE+0.370
  • ESTROGEN_RESPONSE_LATE+0.360
  • PROTEIN_SECRETION+0.360
  • MTORC1_SIGNALING+0.350

Top 10 suppressed

  • ANGIOGENESIS-0.550
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.510
  • E2F_TARGETS-0.410
  • MYC_TARGETS_V2-0.380
  • DNA_REPAIR-0.350
  • G2M_CHECKPOINT-0.320
  • MYC_TARGETS_V1-0.210
  • TNFA_SIGNALING_VIA_NFKB-0.180
  • WNT_BETA_CATENIN_SIGNALING-0.150
  • MYOGENESIS-0.130

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-CV-6955-01A-11R-2016-07
head-neck@1
0.925
2TCGA-OR-A5LH-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.791
3TCGA-CQ-6223-01A-11R-1915-07
head-neck@1
0.783
4SRR15069614
head-neck@1
0.782
5BS_AG3D3435
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.763
6SRR8613769
breast-umap@18
F0.762
7BS_EHVYJAVA
brain-umap@2
pilocytic astrocytoma0.759
8BS_2EMW8ZG3
brain-umap@2
low-grade glioma0.747
9X44dc4429.1bfa.4845.b2ed.028feafe7d4a
lung-landscapes@6
cohortA10.744
10BS_Y0PCBNJV
brain-umap@2
pilocytic astrocytoma0.730

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
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
BILE_ACID_METABOLISM0.400Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.400Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.390Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.390Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.370Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.370Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.360Idelalisib— uncovered
PROTEIN_SECRETION0.360Remibrutinib— uncovered
MTORC1_SIGNALING0.350Inavolisib— uncovered
KRAS_SIGNALING_DN0.340Remibrutinib— uncovered
ANDROGEN_RESPONSE0.330Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.330Inavolisib— uncovered
FATTY_ACID_METABOLISM0.280Inavolisib— uncovered
ADIPOGENESIS0.260Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
PEROXISOME0.260Idelalisib— uncovered
P53_PATHWAY0.250Idelalisib— uncovered
HEME_METABOLISM0.220Temsirolimus— uncovered
APICAL_SURFACE0.180Temsirolimus— uncovered