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

TCGA-GM-A2DM-01A-11R-A180-07

· B

556ee51e-4509-59e1-95a6-43606194c0d8

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
108

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.300
  • HYPOXIA+0.280
  • TNFA_SIGNALING_VIA_NFKB+0.280
  • ESTROGEN_RESPONSE_EARLY+0.230
  • HEME_METABOLISM+0.230
  • UNFOLDED_PROTEIN_RESPONSE+0.200
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.160
  • BILE_ACID_METABOLISM+0.150
  • ANDROGEN_RESPONSE+0.120
  • INFLAMMATORY_RESPONSE+0.110

Top 10 suppressed

  • E2F_TARGETS-0.490
  • G2M_CHECKPOINT-0.490
  • INTERFERON_ALPHA_RESPONSE-0.340
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.320
  • APICAL_JUNCTION-0.310
  • INTERFERON_GAMMA_RESPONSE-0.300
  • WNT_BETA_CATENIN_SIGNALING-0.270
  • NOTCH_SIGNALING-0.200
  • KRAS_SIGNALING_DN-0.180
  • APICAL_SURFACE-0.140

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-CV-6953-01A-11R-1915-07
head-neck@1
0.768
2SRR10842356
melanoma-umap@29
0.745
3SRR8518157
breast-umap@18
F0.725
4TCGA-OR-A5LL-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.721
5SRR8518177
breast-umap@18
F0.708
6TCGA-BH-A18S-01A-11R-A12D-07
breast-umap@18
B0.696
7SRR8943024
bladder-landscape@3
0.694
8BS_9M5XJ10G
medullo-epn-umap@date-based
MedMedulloblastoma0.690
9TCGA-86-8669-01A-11R-2403-07
lung-landscapes@6
cohortA30.687
10TCGA-78-7163-01A-12R-2066-07
lung-landscapes@6
cohortA10.684

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.300Remibrutinib— uncovered
HYPOXIA0.280Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.280Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.230Inavolisib— uncovered
HEME_METABOLISM0.230Temsirolimus— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.160Inavolisib— uncovered
BILE_ACID_METABOLISM0.150Inavolisib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.110Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
ADIPOGENESIS0.090Inavolisib— uncovered
P53_PATHWAY0.090Idelalisib— uncovered
FATTY_ACID_METABOLISM0.080Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.080Inavolisib— uncovered
MTORC1_SIGNALING0.070Inavolisib— uncovered
PEROXISOME0.050Idelalisib— uncovered
COAGULATION0.040Binimetinib— uncovered
TGF_BETA_SIGNALING0.040Inavolisib— uncovered