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

MBCProject_0096_T1_RNA

· C

62586521-d61a-529e-93a8-0bf1c4ae4b00

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

  • G2M_CHECKPOINT+0.320
  • E2F_TARGETS+0.290
  • PROTEIN_SECRETION+0.280
  • MYC_TARGETS_V1+0.230
  • SPERMATOGENESIS+0.230
  • APICAL_SURFACE+0.190
  • UNFOLDED_PROTEIN_RESPONSE+0.140
  • ANDROGEN_RESPONSE+0.120
  • ESTROGEN_RESPONSE_EARLY+0.120
  • PANCREAS_BETA_CELLS+0.120

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.340
  • UV_RESPONSE_UP-0.320
  • HYPOXIA-0.310
  • INFLAMMATORY_RESPONSE-0.280
  • TNFA_SIGNALING_VIA_NFKB-0.280
  • APICAL_JUNCTION-0.270
  • MYOGENESIS-0.270
  • TGF_BETA_SIGNALING-0.260
  • COAGULATION-0.240
  • MYC_TARGETS_V2-0.240

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
148507_S107
lung-landscapes@6
cohortMD10.785
2TCGA-62-A46O-01A-11R-A24H-07
lung-landscapes@6
cohortA40.783
3R160
bladder-landscape@3
0.776
4R411
bladder-landscape@3
0.762
5TCGA-OR-A5K4-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.762
6R158
bladder-landscape@3
0.760
7MDT-AP-3090
medullo-epn-umap@date-based
MedMedulloblastoma0.757
8MDT-AP-0314
medullo-epn-umap@date-based
MedMedulloblastoma0.756
9SRR3147748
colon-landscapes@1
0.754
10R320
bladder-landscape@3
0.754

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.320Inavolisib— uncovered
E2F_TARGETS0.290Inavolisib— uncovered
PROTEIN_SECRETION0.280Remibrutinib— uncovered
MYC_TARGETS_V10.230Inavolisib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
APICAL_SURFACE0.190Temsirolimus— uncovered
UNFOLDED_PROTEIN_RESPONSE0.140Idelalisib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.120Inavolisib— uncovered
PANCREAS_BETA_CELLS0.120Cobimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.080Idelalisib— uncovered
FATTY_ACID_METABOLISM0.070Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.070Inavolisib— uncovered
MITOTIC_SPINDLE0.070Inavolisib— uncovered