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

MBCProject_0984_T1_RNA

· C

8f78510f-9ccd-5f58-a1bf-7022854f480b

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

  • E2F_TARGETS+0.520
  • G2M_CHECKPOINT+0.500
  • MTORC1_SIGNALING+0.470
  • INTERFERON_ALPHA_RESPONSE+0.410
  • INTERFERON_GAMMA_RESPONSE+0.410
  • UNFOLDED_PROTEIN_RESPONSE+0.380
  • CHOLESTEROL_HOMEOSTASIS+0.370
  • MYC_TARGETS_V1+0.340
  • IL6_JAK_STAT3_SIGNALING+0.320
  • ANDROGEN_RESPONSE+0.310

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.460
  • HEDGEHOG_SIGNALING-0.220
  • KRAS_SIGNALING_DN-0.220
  • ESTROGEN_RESPONSE_LATE-0.210
  • WNT_BETA_CATENIN_SIGNALING-0.190
  • PANCREAS_BETA_CELLS-0.180
  • APICAL_JUNCTION-0.160
  • UV_RESPONSE_DN-0.130
  • APICAL_SURFACE-0.090
  • HEME_METABOLISM-0.090

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_2EN3X6HB
brain-umap@2
high-grade glioma0.853
2AB5294B5-4A59-493A-9016-C2778735745F
brain-umap@2
0.835
3FCD3124F-0F41-448E-B2B9-D9934D4EC1A7
brain-umap@2
0.832
454B7F258-FE9A-4EFE-87FB-465D587B1170
brain-umap@2
0.828
5f66a9fee-f63a-4398-b242-9c065bbe213d
colon-landscapes@1
0.828
6A43D720D-0CA3-48CF-ADC7-5AC72BD5EEA9
brain-umap@2
0.817
7C3N-02087
lung-landscapes@6
cohortA10.817
86f73b289-b329-40b4-9ac7-b4de6d775251
melanoma-umap@29
0.816
9BS_0WQJP6ZG
brain-umap@2
Supratentorial Ependymoma0.815
10SRR1313147
breast-umap@18
E0.811

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.520Inavolisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
MTORC1_SIGNALING0.470Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.410Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.410Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.380Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.370Remibrutinib— uncovered
MYC_TARGETS_V10.340Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.320Inavolisib— uncovered
ANDROGEN_RESPONSE0.310Inavolisib— uncovered
PROTEIN_SECRETION0.310Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
FATTY_ACID_METABOLISM0.290Inavolisib— uncovered
ADIPOGENESIS0.280Inavolisib— uncovered
HYPOXIA0.270Idelalisib— uncovered
GLYCOLYSIS0.230Inavolisib— uncovered
ALLOGRAFT_REJECTION0.220Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.210Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.200Inavolisib— uncovered