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

TCGA-K4-A6FZ-01A-11R-A31N-07

216f79b4-e612-5cb0-8d6b-54c4186186db

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
1.806833114
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

  • TNFA_SIGNALING_VIA_NFKB+0.650
  • INTERFERON_ALPHA_RESPONSE+0.630
  • INTERFERON_GAMMA_RESPONSE+0.580
  • INFLAMMATORY_RESPONSE+0.570
  • IL6_JAK_STAT3_SIGNALING+0.550
  • TGF_BETA_SIGNALING+0.470
  • ANDROGEN_RESPONSE+0.440
  • PROTEIN_SECRETION+0.440
  • APOPTOSIS+0.430
  • ALLOGRAFT_REJECTION+0.420

Top 10 suppressed

  • MYOGENESIS-0.270
  • SPERMATOGENESIS-0.170
  • PANCREAS_BETA_CELLS-0.160
  • OXIDATIVE_PHOSPHORYLATION-0.120
  • BILE_ACID_METABOLISM-0.100
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.090
  • DNA_REPAIR-0.070
  • E2F_TARGETS-0.060
  • KRAS_SIGNALING_DN-0.040
  • PEROXISOME-0.020

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
1CB1F8B9C-7CE7-4181-B746-7FC697ED27F4
brain-umap@2
0.891
2TCGA-BA-5556-01A-01R-1514-07
head-neck@1
0.887
3MNG1215
mng-umap@100
0.885
4SRR934862
brain-umap@2
0.874
5TCGA-CN-4734-01A-01R-1436-07
head-neck@1
0.872
6SRR934811
brain-umap@2
0.867
77E4D42B3-FD9B-4184-A4A0-E52E45259428
brain-umap@2
0.863
8TCGA-UY-A9PA-01A-11R-A38B-07
bladder-landscape@3
0.859
9TCGA-CR-7395-01A-11R-2016-07
head-neck@1
0.859
10BS_7H4RFCW9
brain-umap@2
low-grade glioma0.857

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.650Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.630Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.580Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.570Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.550Inavolisib— uncovered
TGF_BETA_SIGNALING0.470Inavolisib— uncovered
ANDROGEN_RESPONSE0.440Inavolisib— uncovered
PROTEIN_SECRETION0.440Remibrutinib— uncovered
APOPTOSIS0.430Idelalisib— uncovered
ALLOGRAFT_REJECTION0.420Idelalisib— uncovered
COMPLEMENT0.420Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.420Inavolisib— uncovered
P53_PATHWAY0.410Idelalisib— uncovered
IL2_STAT5_SIGNALING0.400Idelalisib— uncovered
KRAS_SIGNALING_UP0.380Inavolisib— uncovered
MITOTIC_SPINDLE0.380Inavolisib— uncovered
HYPOXIA0.350Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.330Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.300Idelalisib— uncovered
APICAL_SURFACE0.290Temsirolimus— uncovered