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

SRR9879281

· cohortA4

eb8ea74c-909a-58e2-8cc1-9b9f722be5e2

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
cohortA4
subtype
cohortA4

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+0.460
  • INTERFERON_ALPHA_RESPONSE+0.390
  • MYC_TARGETS_V2+0.390
  • MTORC1_SIGNALING+0.370
  • UNFOLDED_PROTEIN_RESPONSE+0.350
  • ANDROGEN_RESPONSE+0.340
  • GLYCOLYSIS+0.330
  • OXIDATIVE_PHOSPHORYLATION+0.330
  • FATTY_ACID_METABOLISM+0.320
  • ADIPOGENESIS+0.270

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.330
  • E2F_TARGETS-0.320
  • G2M_CHECKPOINT-0.290
  • APICAL_SURFACE-0.280
  • ANGIOGENESIS-0.250
  • APOPTOSIS-0.250
  • COAGULATION-0.250
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.240
  • TGF_BETA_SIGNALING-0.240
  • APICAL_JUNCTION-0.220

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
1AUR-ADCB-TTM1-A-1-1-R-A742-41
breast-umap@18
C0.812
2TCGA-C8-A133-01A-32R-A12D-07
breast-umap@18
B0.776
3SRR6013565
lung-landscapes@6
cohortA40.770
4TCGA-OR-A5LM-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.752
5SRR8518413
breast-umap@18
F0.740
6BS_G3RJTBZD
brain-umap@2
high-grade glioma0.738
7TCGA-BH-A0HO-01A-11R-A034-07
breast-umap@18
B0.734
8TCGA-A8-A07P-01A-11R-A00Z-07
breast-umap@18
B0.733
9TCGA-BH-A1FG-01A-11R-A13Q-07
breast-umap@18
B0.731
10ee24b470-4509-4687-a91e-6d2b967336b9
colon-landscapes@1
0.730

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.460Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.390Inavolisib— uncovered
MYC_TARGETS_V20.390Idelalisib— uncovered
MTORC1_SIGNALING0.370Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.350Idelalisib— uncovered
ANDROGEN_RESPONSE0.340Inavolisib— uncovered
GLYCOLYSIS0.330Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.330Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.320Inavolisib— uncovered
ADIPOGENESIS0.270Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.270Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.250Idelalisib— uncovered
PEROXISOME0.190Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.170Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.170Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.170Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.160Inavolisib— uncovered
BILE_ACID_METABOLISM0.150Inavolisib— uncovered
PANCREAS_BETA_CELLS0.150Cobimetinib— uncovered
MYC_TARGETS_V10.110Inavolisib— uncovered