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

MBCproject_0227_T1_RNA

· C

f3124a95-8310-5d95-89f4-053ef9fbf65e

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+0.490
  • MYC_TARGETS_V2+0.480
  • G2M_CHECKPOINT+0.400
  • DNA_REPAIR+0.300
  • MYC_TARGETS_V1+0.270
  • SPERMATOGENESIS+0.240
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.150
  • OXIDATIVE_PHOSPHORYLATION+0.120
  • ESTROGEN_RESPONSE_EARLY+0.100
  • ESTROGEN_RESPONSE_LATE+0.100

Top 10 suppressed

  • TNFA_SIGNALING_VIA_NFKB-0.510
  • ALLOGRAFT_REJECTION-0.500
  • IL6_JAK_STAT3_SIGNALING-0.480
  • COMPLEMENT-0.430
  • INFLAMMATORY_RESPONSE-0.430
  • INTERFERON_GAMMA_RESPONSE-0.370
  • HEDGEHOG_SIGNALING-0.350
  • KRAS_SIGNALING_UP-0.350
  • P53_PATHWAY-0.320
  • UV_RESPONSE_DN-0.320

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_R439VVPK
brain-umap@2
medulloblastoma0.887
2BS_HE57E1RP
brain-umap@2
medulloblastoma0.883
3TCGA-44-7667-01A-31R-2066-07
lung-landscapes@6
cohortA30.866
4BS_9NZ2D6AD
brain-umap@2
medulloblastoma0.861
5SRR6013537
lung-landscapes@6
cohortA30.859
6BSR_04_0040_A3_S71
breast-umap@18
B0.858
7BS_FKDQJJB5
brain-umap@2
medulloblastoma0.857
8C3L-01285
lung-landscapes@6
cohortSQ20.855
9BS_81SP2HX4
brain-umap@2
medulloblastoma0.853
10TCGA-E9-A2JS-01A-11R-A180-07
breast-umap@18
B0.853

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
E2F_TARGETS0.490Inavolisib— uncovered
MYC_TARGETS_V20.480Idelalisib— uncovered
G2M_CHECKPOINT0.400Inavolisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
MYC_TARGETS_V10.270Inavolisib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.150Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.120Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
MTORC1_SIGNALING0.100Inavolisib— uncovered
GLYCOLYSIS0.060Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.020Idelalisib— uncovered
UV_RESPONSE_UP0.020Idelalisib— uncovered