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

TCGA-XF-AAMQ-01A-11R-A42T-07

da409552-1cc8-5ab3-8d43-5077c162187c

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
overall_survival_months
71.51773982
os_event
false
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.580
  • INTERFERON_GAMMA_RESPONSE+0.490
  • MITOTIC_SPINDLE+0.480
  • G2M_CHECKPOINT+0.440
  • PROTEIN_SECRETION+0.440
  • TGF_BETA_SIGNALING+0.420
  • E2F_TARGETS+0.390
  • PI3K_AKT_MTOR_SIGNALING+0.370
  • MYC_TARGETS_V1+0.360
  • ALLOGRAFT_REJECTION+0.310

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.350
  • ANGIOGENESIS-0.300
  • MYOGENESIS-0.270
  • PANCREAS_BETA_CELLS-0.260
  • KRAS_SIGNALING_DN-0.180
  • SPERMATOGENESIS-0.160
  • HEDGEHOG_SIGNALING-0.130
  • XENOBIOTIC_METABOLISM-0.120
  • APICAL_SURFACE-0.070
  • HYPOXIA-0.070

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
157AA1143-0FA1-4197-8CBE-517F6B885753
brain-umap@2
0.851
2BS_D7XRFE0R
brain-umap@2
Diffuse intrinsic pontine glioma0.845
30F8BE394-BA6A-401C-87D0-9B3CF50FB0C8
brain-umap@2
0.840
4TCGA-22-5492-01A-01R-1635-07
lung-landscapes@6
cohortSQ10.838
5TCGA-XF-AAN2-01A-11R-A42T-07
bladder-landscape@3
0.835
6SRR934830
brain-umap@2
0.833
7AD62B8A4-6AB8-4C99-80F5-98A1C085027D
brain-umap@2
0.832
87604968C-689A-458D-96BA-33B163B238F8
brain-umap@2
0.831
9TCGA-4Z-AA81-01A-11R-A39I-07
bladder-landscape@3
0.829
10B4E10042-052D-4DC4-BC94-FF1D5D4632C0
brain-umap@2
0.819

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.580Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.490Idelalisib— uncovered
MITOTIC_SPINDLE0.480Inavolisib— uncovered
G2M_CHECKPOINT0.440Inavolisib— uncovered
PROTEIN_SECRETION0.440Remibrutinib— uncovered
TGF_BETA_SIGNALING0.420Inavolisib— uncovered
E2F_TARGETS0.390Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.370Inavolisib— uncovered
MYC_TARGETS_V10.360Inavolisib— uncovered
ALLOGRAFT_REJECTION0.310Idelalisib— uncovered
ANDROGEN_RESPONSE0.300Inavolisib— uncovered
HEME_METABOLISM0.300Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.270Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.240Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.240Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.210Idelalisib— uncovered
DNA_REPAIR0.190Idelalisib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
PEROXISOME0.190Idelalisib— uncovered
APOPTOSIS0.170Idelalisib— uncovered