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

MBCProject_0063_T1_RNA

· C

031b3794-1133-5aa7-9f77-5d8312e152b7

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

  • PANCREAS_BETA_CELLS+0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.240
  • HEDGEHOG_SIGNALING+0.210
  • UNFOLDED_PROTEIN_RESPONSE+0.150
  • GLYCOLYSIS+0.120
  • MYC_TARGETS_V1+0.050
  • UV_RESPONSE_DN+0.050
  • ANGIOGENESIS+0.020
  • PEROXISOME+0.020
  • NOTCH_SIGNALING-0.010

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.600
  • INTERFERON_GAMMA_RESPONSE-0.550
  • IL6_JAK_STAT3_SIGNALING-0.510
  • ALLOGRAFT_REJECTION-0.500
  • E2F_TARGETS-0.470
  • TNFA_SIGNALING_VIA_NFKB-0.450
  • INFLAMMATORY_RESPONSE-0.420
  • COMPLEMENT-0.410
  • MITOTIC_SPINDLE-0.390
  • G2M_CHECKPOINT-0.380

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
1TCGA-A7-A0D9-01A-31R-A056-07
breast-umap@18
B0.844
2TCGA-UF-A7JA-01A-12R-A34R-07
head-neck@1
0.837
3SRR25617868
breast-umap@18
B0.830
4TCGA-B6-A0RN-01A-12R-A084-07
breast-umap@18
B0.825
5204241b7-1e28-43f8-a681-f872b52fa3f8
melanoma-umap@29
0.820
6ca7940e6-af7e-44fd-a6fc-5d86dc1d86c4
colon-landscapes@1
0.818
7TCGA-CN-A49A-01A-11R-A24H-07
head-neck@1
0.813
8MNG1289
mng-umap@100
0.813
9TCGA-CV-7424-01A-11R-2081-07
head-neck@1
0.808
10SRR8518202
breast-umap@18
A0.806

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.370Cobimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.240Inavolisib— uncovered
HEDGEHOG_SIGNALING0.210Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.150Idelalisib— uncovered
GLYCOLYSIS0.120Inavolisib— uncovered
MYC_TARGETS_V10.050Inavolisib— uncovered
UV_RESPONSE_DN0.050Inavolisib— uncovered
ANGIOGENESIS0.020Remibrutinib— uncovered
PEROXISOME0.020Idelalisib— uncovered