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

TCGA-E2-A10A-01A-21R-A115-07

· B

5d386de4-9537-5254-b18e-676cb15e046e

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
overall_survival_months
41

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TGF_BETA_SIGNALING+0.390
  • INTERFERON_ALPHA_RESPONSE+0.380
  • MITOTIC_SPINDLE+0.380
  • E2F_TARGETS+0.360
  • G2M_CHECKPOINT+0.310
  • PROTEIN_SECRETION+0.300
  • PI3K_AKT_MTOR_SIGNALING+0.210
  • ANDROGEN_RESPONSE+0.190
  • UV_RESPONSE_DN+0.180
  • DNA_REPAIR+0.160

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.430
  • KRAS_SIGNALING_DN-0.350
  • IL6_JAK_STAT3_SIGNALING-0.320
  • MYC_TARGETS_V2-0.300
  • HEDGEHOG_SIGNALING-0.250
  • CHOLESTEROL_HOMEOSTASIS-0.240
  • PANCREAS_BETA_CELLS-0.220
  • XENOBIOTIC_METABOLISM-0.200
  • APICAL_SURFACE-0.170
  • FATTY_ACID_METABOLISM-0.160

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
1TCGA-A2-A25C-01A-11R-A169-07
breast-umap@18
B0.747
2TCGA-A7-A26J-01A-11R-A169-07
breast-umap@18
B0.732
3SJEPD031367_D1.RNA-Seq
medullo-epn-umap@date-based
EPNAnaplastic EPN0.718
4TCGA-B6-A1KN-01A-11R-A13Q-07
breast-umap@18
C0.718
5TCGA-BH-A0C7-01B-11R-A115-07
breast-umap@18
B0.716
6MNG180
mng-umap@100
0.699
7MDT-AP-3199
medullo-epn-umap@date-based
MedMedulloblastoma0.698
8MDT-AP-3245
medullo-epn-umap@date-based
MedMedulloblastoma0.696
9TCGA-MP-A4TF-01A-11R-A262-07
lung-landscapes@6
cohortA40.679
10MNG1222
mng-umap@100
0.679

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
TGF_BETA_SIGNALING0.390Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.380Inavolisib— uncovered
MITOTIC_SPINDLE0.380Inavolisib— uncovered
E2F_TARGETS0.360Inavolisib— uncovered
G2M_CHECKPOINT0.310Inavolisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.210Inavolisib— uncovered
ANDROGEN_RESPONSE0.190Inavolisib— uncovered
UV_RESPONSE_DN0.180Inavolisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
MTORC1_SIGNALING0.120Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.120Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.110Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.080Inavolisib— uncovered
HEME_METABOLISM0.070Temsirolimus— uncovered
NOTCH_SIGNALING0.070Inavolisib— uncovered
APOPTOSIS0.060Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.060Idelalisib— uncovered
APICAL_JUNCTION0.010Inavolisib— uncovered
SPERMATOGENESIS0.010Inavolisib— uncovered