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

TCGA-A1-A0SE-01A-11R-A084-07

· A

9088040c-de1b-5dab-a1bb-ef5c5ac34ac7

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
A
subtype
A
overall_survival_months
44
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

  • UV_RESPONSE_DN+0.520
  • ESTROGEN_RESPONSE_EARLY+0.480
  • ESTROGEN_RESPONSE_LATE+0.410
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.380
  • APICAL_SURFACE+0.360
  • APICAL_JUNCTION+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.270
  • MITOTIC_SPINDLE+0.260
  • PROTEIN_SECRETION+0.240
  • TGF_BETA_SIGNALING+0.230

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.560
  • INTERFERON_GAMMA_RESPONSE-0.510
  • ALLOGRAFT_REJECTION-0.440
  • INFLAMMATORY_RESPONSE-0.390
  • TNFA_SIGNALING_VIA_NFKB-0.350
  • COMPLEMENT-0.330
  • IL6_JAK_STAT3_SIGNALING-0.320
  • MTORC1_SIGNALING-0.280
  • IL2_STAT5_SIGNALING-0.210
  • MYC_TARGETS_V2-0.200

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
1SRR1313124
breast-umap@18
B0.831
2TCGA-A8-A08O-01A-21R-A056-07
breast-umap@18
B0.819
3TCGA-AN-A0XO-01A-11R-A109-07
breast-umap@18
C0.814
4SRR1313121
breast-umap@18
B0.804
520050073.LumB
breast-umap@18
B0.797
6SRR25617938
breast-umap@18
B0.795
7SRR8518326
breast-umap@18
E0.787
8TCGA-A8-A086-01A-11R-A00Z-07
breast-umap@18
B0.786
9TCGA-BH-A0W4-01A-11R-A109-07
breast-umap@18
A0.780
10TCGA-S3-AA14-01A-11R-A41B-07
breast-umap@18
A0.763

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.520Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.480Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.410Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.380Inavolisib— uncovered
APICAL_SURFACE0.360Temsirolimus— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.270Inavolisib— uncovered
MITOTIC_SPINDLE0.260Inavolisib— uncovered
PROTEIN_SECRETION0.240Remibrutinib— uncovered
TGF_BETA_SIGNALING0.230Inavolisib— uncovered
PANCREAS_BETA_CELLS0.220Cobimetinib— uncovered
ANDROGEN_RESPONSE0.210Inavolisib— uncovered
MYOGENESIS0.210Inavolisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
BILE_ACID_METABOLISM0.180Inavolisib— uncovered
GLYCOLYSIS0.180Inavolisib— uncovered
HEDGEHOG_SIGNALING0.140Inavolisib— uncovered
PEROXISOME0.120Idelalisib— uncovered
HEME_METABOLISM0.110Temsirolimus— uncovered