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

BSR_03_0053_A6_S70

· A

78ab4403-cc91-52d6-b0c6-d8cbdd603dc9

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
A
subtype
A

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.550
  • COMPLEMENT+0.390
  • HEDGEHOG_SIGNALING+0.380
  • INTERFERON_ALPHA_RESPONSE+0.380
  • TGF_BETA_SIGNALING+0.380
  • INFLAMMATORY_RESPONSE+0.350
  • ALLOGRAFT_REJECTION+0.340
  • COAGULATION+0.330
  • NOTCH_SIGNALING+0.330
  • PROTEIN_SECRETION+0.310

Top 10 suppressed

  • MYC_TARGETS_V2-0.530
  • E2F_TARGETS-0.410
  • G2M_CHECKPOINT-0.360
  • SPERMATOGENESIS-0.180
  • UNFOLDED_PROTEIN_RESPONSE-0.170
  • KRAS_SIGNALING_DN-0.150
  • MYC_TARGETS_V1-0.150
  • CHOLESTEROL_HOMEOSTASIS-0.070
  • DNA_REPAIR-0.060
  • MTORC1_SIGNALING-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.

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

#SampleCancer typeSubtypecos similarity
1BS_RRAEQZ97
brain-umap@2
pilocytic astrocytoma0.884
2TCGA-64-5815-01A-01R-1628-07
lung-landscapes@6
cohortA10.881
3BS_014EVM2D
brain-umap@2
low-grade glioma0.873
4TCGA-E2-A1L9-01A-11R-A13Q-07
breast-umap@18
A0.870
5SRR5088824
melanoma-umap@29
0.868
6TCGA-46-3766-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.867
7TCGA-73-4658-01A-01R-1755-07
lung-landscapes@6
cohortA10.866
8SRR8518191
breast-umap@18
D0.863
9BS_ZZWMD6FA
brain-umap@2
Ganglioglioma0.862
10BS_JWSR581E
brain-umap@2
low-grade glioma0.860

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
EPITHELIAL_MESENCHYMAL_TRANSITION0.550Inavolisib— uncovered
COMPLEMENT0.390Inavolisib— uncovered
HEDGEHOG_SIGNALING0.380Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.380Inavolisib— uncovered
TGF_BETA_SIGNALING0.380Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.350Idelalisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
COAGULATION0.330Binimetinib— uncovered
NOTCH_SIGNALING0.330Inavolisib— uncovered
PROTEIN_SECRETION0.310Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
APICAL_SURFACE0.290Temsirolimus— uncovered
APICAL_JUNCTION0.270Inavolisib— uncovered
ANDROGEN_RESPONSE0.260Inavolisib— uncovered
APOPTOSIS0.260Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.260Idelalisib— uncovered
KRAS_SIGNALING_UP0.260Inavolisib— uncovered
ANGIOGENESIS0.250Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.250Inavolisib— uncovered
P53_PATHWAY0.230Idelalisib— uncovered