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

MBCProject_4989_T1_RNA

· C

54a3a122-5464-5965-911e-d4c41864d66c

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+0.460
  • INTERFERON_ALPHA_RESPONSE+0.450
  • G2M_CHECKPOINT+0.390
  • MYC_TARGETS_V1+0.390
  • INTERFERON_GAMMA_RESPONSE+0.300
  • SPERMATOGENESIS+0.300
  • INFLAMMATORY_RESPONSE+0.270
  • MTORC1_SIGNALING+0.250
  • MYC_TARGETS_V2+0.230
  • IL6_JAK_STAT3_SIGNALING+0.220

Top 10 suppressed

  • ADIPOGENESIS-0.390
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.340
  • BILE_ACID_METABOLISM-0.310
  • HEME_METABOLISM-0.310
  • FATTY_ACID_METABOLISM-0.280
  • MYOGENESIS-0.240
  • P53_PATHWAY-0.230
  • NOTCH_SIGNALING-0.220
  • ESTROGEN_RESPONSE_EARLY-0.210
  • PEROXISOME-0.210

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
1SRR4296100
lung-landscapes@6
cohortA40.842
2TCGA-E2-A1AZ-01A-11R-A12P-07
breast-umap@18
D0.800
3BSR_09_0163_C1_S96
breast-umap@18
C0.779
4a45a7511-4aa9-4d04-8f5f-34d12e4d5917
colon-landscapes@1
0.778
5BS_DHA5FMVW
brain-umap@2
ATRT0.766
6TCGA-85-7950-01A-11R-2187-07
lung-landscapes@6
cohortSQ10.765
7SRR12475138
colon-landscapes@1
0.758
8MBCProject_4989_T2_RNA
breast-umap@18
C0.756
9BS_J1AB8PMA
brain-umap@2
medulloblastoma0.753
10SRR12475131
colon-landscapes@1
0.753

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.460Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.450Inavolisib— uncovered
G2M_CHECKPOINT0.390Inavolisib— uncovered
MYC_TARGETS_V10.390Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.300Idelalisib— uncovered
SPERMATOGENESIS0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.270Idelalisib— uncovered
MTORC1_SIGNALING0.250Inavolisib— uncovered
MYC_TARGETS_V20.230Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.220Inavolisib— uncovered
ALLOGRAFT_REJECTION0.210Idelalisib— uncovered
GLYCOLYSIS0.190Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.170Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.120Inavolisib— uncovered
PROTEIN_SECRETION0.100Remibrutinib— uncovered
ANGIOGENESIS0.090Remibrutinib— uncovered
HYPOXIA0.080Idelalisib— uncovered
HEDGEHOG_SIGNALING0.040Inavolisib— uncovered
IL2_STAT5_SIGNALING0.040Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.040Idelalisib— uncovered