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

MBCProject_1334_T2_RNA

· C

71a94d81-29bd-5893-ba9a-0a97e8b9d953

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

  • MYC_TARGETS_V1+0.490
  • INFLAMMATORY_RESPONSE+0.450
  • INTERFERON_GAMMA_RESPONSE+0.440
  • ANGIOGENESIS+0.420
  • ALLOGRAFT_REJECTION+0.410
  • E2F_TARGETS+0.400
  • INTERFERON_ALPHA_RESPONSE+0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.360
  • PANCREAS_BETA_CELLS+0.360
  • TNFA_SIGNALING_VIA_NFKB+0.360

Top 10 suppressed

  • NOTCH_SIGNALING-0.410
  • ESTROGEN_RESPONSE_EARLY-0.240
  • WNT_BETA_CATENIN_SIGNALING-0.180
  • APICAL_SURFACE-0.160
  • BILE_ACID_METABOLISM-0.150
  • MYOGENESIS-0.130
  • PEROXISOME-0.130
  • APICAL_JUNCTION-0.090
  • P53_PATHWAY-0.090
  • HEME_METABOLISM-0.070

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MBCProject_1170_T1_RNA
breast-umap@18
D0.913
2DRR168574
bladder-landscape@3
0.891
3MNG380
mng-umap@100
0.890
4SRR8518252
breast-umap@18
A0.846
5SRR29022839
breast-umap@18
A0.843
6SJEPD030791_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.841
7TCGA-BT-A20X-01A-11R-A16R-07
bladder-landscape@3
0.837
8MNG742
mng-umap@100
0.836
9SRR1516056
bladder-landscape@3
0.836
10TCGA-DK-A3WW-01A-22R-A23N-07
bladder-landscape@3
0.834

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.490Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.450Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.440Idelalisib— uncovered
ANGIOGENESIS0.420Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.410Idelalisib— uncovered
E2F_TARGETS0.400Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.360Inavolisib— uncovered
PANCREAS_BETA_CELLS0.360Cobimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.360Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.350Inavolisib— uncovered
MTORC1_SIGNALING0.340Inavolisib— uncovered
G2M_CHECKPOINT0.330Inavolisib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
IL2_STAT5_SIGNALING0.310Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.300Remibrutinib— uncovered
PROTEIN_SECRETION0.270Remibrutinib— uncovered
KRAS_SIGNALING_UP0.260Inavolisib— uncovered
HYPOXIA0.240Idelalisib— uncovered