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

TCGA-4Z-AA7W-01A-11R-A39I-07

7132dfd2-0abd-53ee-9079-fe69f8c5dba9

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
27.59526938
os_event
false
sex
Male

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+0.640
  • INTERFERON_GAMMA_RESPONSE+0.580
  • ALLOGRAFT_REJECTION+0.570
  • INFLAMMATORY_RESPONSE+0.430
  • TNFA_SIGNALING_VIA_NFKB+0.430
  • IL6_JAK_STAT3_SIGNALING+0.420
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.380
  • COMPLEMENT+0.330
  • OXIDATIVE_PHOSPHORYLATION+0.280
  • IL2_STAT5_SIGNALING+0.250

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.330
  • HEDGEHOG_SIGNALING-0.320
  • UV_RESPONSE_DN-0.320
  • ANGIOGENESIS-0.310
  • MITOTIC_SPINDLE-0.310
  • PROTEIN_SECRETION-0.290
  • WNT_BETA_CATENIN_SIGNALING-0.200
  • HEME_METABOLISM-0.130
  • ANDROGEN_RESPONSE-0.120
  • EPITHELIAL_MESENCHYMAL_TRANSITION-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.

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

#SampleCancer typeSubtypecos similarity
1TCGA-EW-A1PB-01A-11R-A144-07
breast-umap@18
E0.860
2SRR8518165
breast-umap@18
C0.838
3SRR35579807
breast-umap@18
C0.836
4TCGA-BT-A42F-01A-11R-A23W-07
bladder-landscape@3
0.832
5TCGA-A7-A6VW-01A-21R-A33J-07
breast-umap@18
E0.827
6SRR5088870
melanoma-umap@29
0.824
7SRR8392897
lung-landscapes@6
cohortSQ20.822
820080305.TNBC
breast-umap@18
D0.818
9TCGA-F7-A620-01A-11R-A28V-07
head-neck@1
0.817
10ERR2208914
melanoma-umap@29
0.816

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.640Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.580Idelalisib— uncovered
ALLOGRAFT_REJECTION0.570Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.430Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.430Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.420Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.380Inavolisib— uncovered
COMPLEMENT0.330Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.250Idelalisib— uncovered
MYC_TARGETS_V10.250Inavolisib— uncovered
COAGULATION0.240Binimetinib— uncovered
KRAS_SIGNALING_DN0.240Remibrutinib— uncovered
APICAL_SURFACE0.210Temsirolimus— uncovered
APOPTOSIS0.200Idelalisib— uncovered
E2F_TARGETS0.190Inavolisib— uncovered
UV_RESPONSE_UP0.190Idelalisib— uncovered
DNA_REPAIR0.180Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.170Idelalisib— uncovered
MYC_TARGETS_V20.160Idelalisib— uncovered