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

TCGA-GM-A2DK-01A-21R-A180-07

· B

6c839f71-e30c-5fd7-b30e-793fda79a95a

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
88

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ANGIOGENESIS+0.360
  • COAGULATION+0.360
  • ESTROGEN_RESPONSE_LATE+0.340
  • MYOGENESIS+0.310
  • ESTROGEN_RESPONSE_EARLY+0.290
  • XENOBIOTIC_METABOLISM+0.290
  • COMPLEMENT+0.270
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.270
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.270
  • BILE_ACID_METABOLISM+0.260

Top 10 suppressed

  • MYC_TARGETS_V2-0.540
  • G2M_CHECKPOINT-0.470
  • E2F_TARGETS-0.450
  • MITOTIC_SPINDLE-0.400
  • MYC_TARGETS_V1-0.400
  • UNFOLDED_PROTEIN_RESPONSE-0.320
  • MTORC1_SIGNALING-0.220
  • INTERFERON_ALPHA_RESPONSE-0.190
  • NOTCH_SIGNALING-0.180
  • PROTEIN_SECRETION-0.180

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
145b4921e-fce7-41f8-bb63-ed98343ceec8
colon-landscapes@1
0.864
2ERR2208943
melanoma-umap@29
0.860
3SAMN03290935
melanoma-umap@29
0.847
4TCGA-BH-A0DS-01A-11R-A056-07
breast-umap@18
B0.847
5TCGA-XF-A9SL-01A-11R-A39I-07
bladder-landscape@3
0.847
6MDT-AP-1254
medullo-epn-umap@date-based
MedMedulloblastoma0.845
7SNU761_LIVER
ccle-hcc@v2024.1
HCC0.843
8TCGA-AR-A2LJ-01A-12R-A19W-07
breast-umap@18
B0.841
9BS_E4F1D721
brain-umap@2
Spinal Cord Ependymoma0.836
10SRR5088845
melanoma-umap@29
0.836

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.360Remibrutinib— uncovered
COAGULATION0.360Binimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.340Idelalisib— uncovered
MYOGENESIS0.310Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.290Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.290Inavolisib— uncovered
COMPLEMENT0.270Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.270Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.270Inavolisib— uncovered
BILE_ACID_METABOLISM0.260Inavolisib— uncovered
ADIPOGENESIS0.230Inavolisib— uncovered
KRAS_SIGNALING_UP0.230Inavolisib— uncovered
IL2_STAT5_SIGNALING0.220Idelalisib— uncovered
TGF_BETA_SIGNALING0.220Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.220Inavolisib— uncovered
APOPTOSIS0.190Idelalisib— uncovered
APICAL_SURFACE0.170Temsirolimus— uncovered
IL6_JAK_STAT3_SIGNALING0.160Inavolisib— uncovered
ALLOGRAFT_REJECTION0.150Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.150Idelalisib— uncovered