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

MBCProject_0054_T1B_RNA

· B

7c80a647-f28b-5fca-8fd8-8a044afc4e9b

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
B
subtype
B

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • INTERFERON_GAMMA_RESPONSE+0.370
  • INTERFERON_ALPHA_RESPONSE+0.360
  • MITOTIC_SPINDLE+0.350
  • TNFA_SIGNALING_VIA_NFKB+0.310
  • G2M_CHECKPOINT+0.240
  • PROTEIN_SECRETION+0.230
  • UNFOLDED_PROTEIN_RESPONSE+0.230
  • PI3K_AKT_MTOR_SIGNALING+0.180
  • IL6_JAK_STAT3_SIGNALING+0.160
  • ANDROGEN_RESPONSE+0.150

Top 10 suppressed

  • CHOLESTEROL_HOMEOSTASIS-0.420
  • COAGULATION-0.400
  • ANGIOGENESIS-0.370
  • NOTCH_SIGNALING-0.360
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.350
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.330
  • ADIPOGENESIS-0.290
  • FATTY_ACID_METABOLISM-0.280
  • XENOBIOTIC_METABOLISM-0.280
  • GLYCOLYSIS-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
1MBCProject_0054_T1A_RNA
breast-umap@18
A0.868
2AUR-AFSO-TTP1-A-8-0-R-A741-41
breast-umap@18
C0.775
3SRR2016974
head-neck@1
0.772
4SRR6013475
lung-landscapes@6
cohortMD20.765
5SRR10899995
melanoma-umap@29
0.756
6SRR8942978
bladder-landscape@3
0.754
7SRR2016949
head-neck@1
0.744
8ERR4976616
breast-umap@18
C0.741
9AUR-AFE5-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.736
10SRR8518162
breast-umap@18
E0.734

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_GAMMA_RESPONSE0.370Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.360Inavolisib— uncovered
MITOTIC_SPINDLE0.350Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.310Inavolisib— uncovered
G2M_CHECKPOINT0.240Inavolisib— uncovered
PROTEIN_SECRETION0.230Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.230Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.180Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.160Inavolisib— uncovered
ANDROGEN_RESPONSE0.150Inavolisib— uncovered
ALLOGRAFT_REJECTION0.130Idelalisib— uncovered
UV_RESPONSE_DN0.130Inavolisib— uncovered
E2F_TARGETS0.110Inavolisib— uncovered
PANCREAS_BETA_CELLS0.080Cobimetinib— uncovered
APICAL_SURFACE0.060Temsirolimus— uncovered
SPERMATOGENESIS0.060Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.020Idelalisib— uncovered