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

BSR_08_0188_C3_S52

· A

94d63198-0c95-59c1-8b18-260dc6f3916c

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

  • UV_RESPONSE_DN+0.400
  • ANGIOGENESIS+0.280
  • HEDGEHOG_SIGNALING+0.280
  • WNT_BETA_CATENIN_SIGNALING+0.280
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.240
  • APICAL_JUNCTION+0.210
  • MYOGENESIS+0.210
  • BILE_ACID_METABOLISM+0.190
  • NOTCH_SIGNALING+0.190
  • ESTROGEN_RESPONSE_EARLY+0.170

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.570
  • INTERFERON_GAMMA_RESPONSE-0.460
  • E2F_TARGETS-0.450
  • G2M_CHECKPOINT-0.440
  • ALLOGRAFT_REJECTION-0.350
  • INFLAMMATORY_RESPONSE-0.350
  • IL6_JAK_STAT3_SIGNALING-0.340
  • TNFA_SIGNALING_VIA_NFKB-0.340
  • MTORC1_SIGNALING-0.290
  • MYC_TARGETS_V2-0.260

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
187fad31a-da7d-4904-93bd-29a7290a316b
colon-landscapes@1
0.876
2TCGA-AO-A12C-01A-11R-A10J-07
breast-umap@18
A0.862
3BSR_18_0092_S48
breast-umap@18
A0.859
4MBCProject_0504_T1_RNA
breast-umap@18
A0.856
5TCGA-CV-7103-01A-21R-2016-07
head-neck@1
0.848
6TCGA-A7-A5ZX-01A-12R-A29R-07
breast-umap@18
A0.844
720030017.LumA
breast-umap@18
B0.840
8C3L-02165
lung-landscapes@6
cohortA20.832
9SRR1313111
breast-umap@18
A0.828
108a25dfb0-edd0-4a44-9a6b-8f3f761b940c
colon-landscapes@1
0.827

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.400Inavolisib— uncovered
ANGIOGENESIS0.280Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.280Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.280Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.240Inavolisib— uncovered
APICAL_JUNCTION0.210Inavolisib— uncovered
MYOGENESIS0.210Inavolisib— uncovered
BILE_ACID_METABOLISM0.190Inavolisib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.170Inavolisib— uncovered
PANCREAS_BETA_CELLS0.160Cobimetinib— uncovered
TGF_BETA_SIGNALING0.120Inavolisib— uncovered
KRAS_SIGNALING_UP0.110Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.080Idelalisib— uncovered
ANDROGEN_RESPONSE0.070Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.070Inavolisib— uncovered
KRAS_SIGNALING_DN0.060Remibrutinib— uncovered
SPERMATOGENESIS0.020Inavolisib— uncovered
COAGULATION0.010Binimetinib— uncovered