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

MBCProject_0297_T1_RNA

· A

2c3c78ea-d4af-5c45-aefc-f487d7d17135

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
A
subtype
A

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ADIPOGENESIS+0.190
  • MYC_TARGETS_V1+0.170
  • NOTCH_SIGNALING+0.150
  • DNA_REPAIR+0.120
  • PANCREAS_BETA_CELLS+0.120
  • E2F_TARGETS+0.090
  • HEDGEHOG_SIGNALING+0.090
  • OXIDATIVE_PHOSPHORYLATION+0.090
  • WNT_BETA_CATENIN_SIGNALING+0.090
  • MYOGENESIS+0.080

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.620
  • INTERFERON_GAMMA_RESPONSE-0.540
  • TNFA_SIGNALING_VIA_NFKB-0.520
  • INFLAMMATORY_RESPONSE-0.420
  • IL6_JAK_STAT3_SIGNALING-0.320
  • IL2_STAT5_SIGNALING-0.310
  • COMPLEMENT-0.300
  • ALLOGRAFT_REJECTION-0.290
  • P53_PATHWAY-0.290
  • APOPTOSIS-0.280

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
1SRR5088851
melanoma-umap@29
0.851
2X299bbf8b.babb.4be2.a190.5411dc005aae
lung-landscapes@6
cohortA10.848
3SRR5088850
melanoma-umap@29
0.838
4R274
bladder-landscape@3
0.836
5MNG488
mng-umap@100
0.822
6TCGA-FD-A3SJ-01A-12R-A22U-07
bladder-landscape@3
0.821
7SRR8518374
breast-umap@18
E0.816
8ERR3262565
melanoma-umap@29
0.808
9SJEPD001539_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.807
10SRR13780272
lung-landscapes@6
cohortSC0.807

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ADIPOGENESIS0.190Inavolisib— uncovered
MYC_TARGETS_V10.170Inavolisib— uncovered
NOTCH_SIGNALING0.150Inavolisib— uncovered
DNA_REPAIR0.120Idelalisib— uncovered
PANCREAS_BETA_CELLS0.120Cobimetinib— uncovered
E2F_TARGETS0.090Inavolisib— uncovered
HEDGEHOG_SIGNALING0.090Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.090Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.090Inavolisib— uncovered
MYOGENESIS0.080Inavolisib— uncovered
SPERMATOGENESIS0.070Inavolisib— uncovered
G2M_CHECKPOINT0.060Inavolisib— uncovered
MYC_TARGETS_V20.050Idelalisib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.040Idelalisib— uncovered
APICAL_SURFACE0.030Temsirolimus— uncovered
UV_RESPONSE_DN0.030Inavolisib— uncovered
ANGIOGENESIS0.020Remibrutinib— uncovered
BILE_ACID_METABOLISM0.020Inavolisib— uncovered
KRAS_SIGNALING_DN0.010Remibrutinib— uncovered