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

MBCProject_4989_T2_RNA

· C

b9367f6b-1818-5db7-9f46-8e2659da7c79

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
C
subtype
C

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_V1+0.580
  • INTERFERON_ALPHA_RESPONSE+0.550
  • E2F_TARGETS+0.540
  • ALLOGRAFT_REJECTION+0.450
  • INFLAMMATORY_RESPONSE+0.440
  • INTERFERON_GAMMA_RESPONSE+0.440
  • IL6_JAK_STAT3_SIGNALING+0.410
  • MTORC1_SIGNALING+0.400
  • G2M_CHECKPOINT+0.390
  • MYC_TARGETS_V2+0.370

Top 10 suppressed

  • NOTCH_SIGNALING-0.340
  • ADIPOGENESIS-0.310
  • UV_RESPONSE_DN-0.300
  • HEME_METABOLISM-0.290
  • BILE_ACID_METABOLISM-0.240
  • PEROXISOME-0.150
  • TGF_BETA_SIGNALING-0.150
  • MYOGENESIS-0.130
  • FATTY_ACID_METABOLISM-0.120
  • PROTEIN_SECRETION-0.110

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
120080189.TNBC
breast-umap@18
E0.847
2TCGA-C8-A12K-01A-21R-A115-07
breast-umap@18
E0.843
3BS_996ZS2A4
brain-umap@2
ATRT0.838
4R261
bladder-landscape@3
0.838
5MNG921
mng-umap@100
0.836
6MNG742
mng-umap@100
0.836
76e639239-cdae-4412-880f-ef813a956ff7
colon-landscapes@1
0.835
8TCGA-37-3792-01A-01R-0980-07
lung-landscapes@6
cohortA10.834
9TCGA-K4-A4AC-01A-21R-A26T-07
bladder-landscape@3
0.818
10TCGA-XF-A8HE-01A-11R-A36F-07
bladder-landscape@3
0.818

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.580Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.550Inavolisib— uncovered
E2F_TARGETS0.540Inavolisib— uncovered
ALLOGRAFT_REJECTION0.450Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.440Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.440Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
MTORC1_SIGNALING0.400Inavolisib— uncovered
G2M_CHECKPOINT0.390Inavolisib— uncovered
MYC_TARGETS_V20.370Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.340Inavolisib— uncovered
SPERMATOGENESIS0.270Inavolisib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
UV_RESPONSE_UP0.250Idelalisib— uncovered
IL2_STAT5_SIGNALING0.240Idelalisib— uncovered
GLYCOLYSIS0.220Inavolisib— uncovered
KRAS_SIGNALING_DN0.210Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
ANGIOGENESIS0.170Remibrutinib— uncovered
COMPLEMENT0.170Inavolisib— uncovered