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

TCGA-AQ-A04H-01B-11R-A10J-07

· B

4cefef75-8071-53aa-a830-f71336ba9232

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
25
os_event
false

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+0.450
  • MITOTIC_SPINDLE+0.450
  • E2F_TARGETS+0.410
  • TGF_BETA_SIGNALING+0.320
  • PROTEIN_SECRETION+0.280
  • HEME_METABOLISM+0.230
  • DNA_REPAIR+0.170
  • MYC_TARGETS_V1+0.160
  • BILE_ACID_METABOLISM+0.150
  • CHOLESTEROL_HOMEOSTASIS+0.150

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.480
  • ALLOGRAFT_REJECTION-0.440
  • INTERFERON_GAMMA_RESPONSE-0.430
  • COAGULATION-0.300
  • INFLAMMATORY_RESPONSE-0.290
  • PANCREAS_BETA_CELLS-0.290
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.270
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.250
  • KRAS_SIGNALING_UP-0.240
  • IL6_JAK_STAT3_SIGNALING-0.230

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-39-5040-01A-21R-2125-07
lung-landscapes@6
cohortMD10.857
2TCGA-E2-A155-01A-11R-A12D-07
breast-umap@18
B0.853
3TCGA-E2-A15T-01A-11R-A115-07
breast-umap@18
B0.843
4TCGA-A2-A1G4-01A-11R-A13Q-07
breast-umap@18
B0.841
5TCGA-AR-A2LK-01A-11R-A180-07
breast-umap@18
B0.810
6TCGA-A8-A0AB-01A-11R-A034-07
breast-umap@18
B0.807
7MDT-AP-3307
medullo-epn-umap@date-based
MedMedulloblastoma0.803
8TCGA-A2-A0T3-01A-21R-A115-07
breast-umap@18
B0.803
9MDT-AP-0597
medullo-epn-umap@date-based
MedMedulloblastoma0.802
10MNG1222
mng-umap@100
0.797

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
G2M_CHECKPOINT0.450Inavolisib— uncovered
MITOTIC_SPINDLE0.450Inavolisib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
TGF_BETA_SIGNALING0.320Inavolisib— uncovered
PROTEIN_SECRETION0.280Remibrutinib— uncovered
HEME_METABOLISM0.230Temsirolimus— uncovered
DNA_REPAIR0.170Idelalisib— uncovered
MYC_TARGETS_V10.160Inavolisib— uncovered
BILE_ACID_METABOLISM0.150Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.150Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.150Inavolisib— uncovered
UV_RESPONSE_DN0.140Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.120Inavolisib— uncovered
ANDROGEN_RESPONSE0.060Inavolisib— uncovered
MYC_TARGETS_V20.050Idelalisib— uncovered
ANGIOGENESIS0.040Remibrutinib— uncovered
MTORC1_SIGNALING0.030Inavolisib— uncovered
SPERMATOGENESIS0.030Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.010Idelalisib— uncovered