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

TCGA-AQ-A04J-01A-02R-A034-07

· D

28d1efc6-569b-581f-ba86-2ce6749cf328

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
D
subtype
D
overall_survival_months
27
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

  • ALLOGRAFT_REJECTION+0.470
  • E2F_TARGETS+0.470
  • G2M_CHECKPOINT+0.430
  • IL6_JAK_STAT3_SIGNALING+0.360
  • WNT_BETA_CATENIN_SIGNALING+0.350
  • INFLAMMATORY_RESPONSE+0.340
  • HEDGEHOG_SIGNALING+0.310
  • KRAS_SIGNALING_UP+0.310
  • MYC_TARGETS_V1+0.280
  • ANGIOGENESIS+0.270

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.430
  • OXIDATIVE_PHOSPHORYLATION-0.390
  • ESTROGEN_RESPONSE_LATE-0.350
  • ADIPOGENESIS-0.320
  • PROTEIN_SECRETION-0.290
  • FATTY_ACID_METABOLISM-0.250
  • BILE_ACID_METABOLISM-0.170
  • PEROXISOME-0.140
  • XENOBIOTIC_METABOLISM-0.130
  • PANCREAS_BETA_CELLS-0.110

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-AO-A0J4-01A-11R-A034-07
breast-umap@18
E0.844
2TCGA-A2-A0SX-01A-12R-A084-07
breast-umap@18
D0.842
37c4477a6-c744-412a-8571-bfb62f0dc714
colon-landscapes@1
0.818
4TCGA-BH-A18V-01A-11R-A12D-07
breast-umap@18
E0.803
5TCGA-B6-A400-01A-11R-A239-07
breast-umap@18
E0.799
6TCGA-A8-A08X-01A-21R-A00Z-07
breast-umap@18
C0.797
7TCGA-EW-A1OW-01A-21R-A144-07
breast-umap@18
E0.796
8ERR2278875
head-neck@1
0.793
9TCGA-BH-A0BL-01A-11R-A115-07
breast-umap@18
D0.784
10TCGA-A8-A08R-01A-11R-A034-07
breast-umap@18
E0.783

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.470Idelalisib— uncovered
E2F_TARGETS0.470Inavolisib— uncovered
G2M_CHECKPOINT0.430Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.360Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.350Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.340Idelalisib— uncovered
HEDGEHOG_SIGNALING0.310Inavolisib— uncovered
KRAS_SIGNALING_UP0.310Inavolisib— uncovered
MYC_TARGETS_V10.280Inavolisib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.270Idelalisib— uncovered
COMPLEMENT0.250Inavolisib— uncovered
MITOTIC_SPINDLE0.250Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.250Inavolisib— uncovered
KRAS_SIGNALING_DN0.230Remibrutinib— uncovered
MYOGENESIS0.230Inavolisib— uncovered
APICAL_JUNCTION0.210Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
SPERMATOGENESIS0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.160Idelalisib— uncovered