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

SRR2016957

8b0e57e6-d8be-5f5b-9122-bd0280ea1162

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

  • MYC_TARGETS_V2+0.280
  • E2F_TARGETS+0.240
  • APICAL_SURFACE+0.200
  • DNA_REPAIR+0.110
  • G2M_CHECKPOINT+0.080
  • PANCREAS_BETA_CELLS+0.080
  • ALLOGRAFT_REJECTION+0.040
  • KRAS_SIGNALING_DN+0.040
  • APICAL_JUNCTION+0.020
  • HYPOXIA+0.020

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.420
  • PROTEIN_SECRETION-0.370
  • INTERFERON_GAMMA_RESPONSE-0.320
  • ANDROGEN_RESPONSE-0.300
  • NOTCH_SIGNALING-0.290
  • INFLAMMATORY_RESPONSE-0.270
  • UV_RESPONSE_DN-0.250
  • HEME_METABOLISM-0.240
  • ESTROGEN_RESPONSE_EARLY-0.220
  • KRAS_SIGNALING_UP-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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_DBEX7AG2
brain-umap@2
Embryonal tumors0.841
2AUR-AFR5-TTM1-A-1-1-R-A743-41
breast-umap@18
E0.803
3BS_77317DY4
brain-umap@2
medulloblastoma0.801
4BS_VPBMDMQX
brain-umap@2
medulloblastoma0.797
5BS_HZRM07TW
brain-umap@2
medulloblastoma0.793
6TCGA-OL-A5RZ-01A-11R-A28M-07
breast-umap@18
C0.788
7BS_QT3NZ2YZ
brain-umap@2
Embryonal tumors0.785
8R283
bladder-landscape@3
0.775
9SRR650150
bladder-landscape@3
0.775
10BS_1BWP5MCT
brain-umap@2
medulloblastoma0.775

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.280Idelalisib— uncovered
E2F_TARGETS0.240Inavolisib— uncovered
APICAL_SURFACE0.200Temsirolimus— uncovered
DNA_REPAIR0.110Idelalisib— uncovered
G2M_CHECKPOINT0.080Inavolisib— uncovered
PANCREAS_BETA_CELLS0.080Cobimetinib— uncovered
ALLOGRAFT_REJECTION0.040Idelalisib— uncovered
KRAS_SIGNALING_DN0.040Remibrutinib— uncovered
APICAL_JUNCTION0.020Inavolisib— uncovered
HYPOXIA0.020Idelalisib— uncovered
TGF_BETA_SIGNALING0.020Inavolisib— uncovered