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

TCGA-XF-A8HD-01A-11R-A36F-07

2cef8d0f-d028-5dfb-b895-3a9e03ab49a2

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
97.37187911
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+0.720
  • INTERFERON_GAMMA_RESPONSE+0.630
  • ALLOGRAFT_REJECTION+0.480
  • IL6_JAK_STAT3_SIGNALING+0.420
  • E2F_TARGETS+0.350
  • INFLAMMATORY_RESPONSE+0.310
  • PROTEIN_SECRETION+0.310
  • TGF_BETA_SIGNALING+0.310
  • COMPLEMENT+0.300
  • APOPTOSIS+0.290

Top 10 suppressed

  • MYC_TARGETS_V2-0.370
  • OXIDATIVE_PHOSPHORYLATION-0.260
  • PANCREAS_BETA_CELLS-0.240
  • WNT_BETA_CATENIN_SIGNALING-0.220
  • ADIPOGENESIS-0.170
  • APICAL_SURFACE-0.160
  • CHOLESTEROL_HOMEOSTASIS-0.140
  • ANDROGEN_RESPONSE-0.130
  • KRAS_SIGNALING_DN-0.130
  • HEDGEHOG_SIGNALING-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.

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

#SampleCancer typeSubtypecos similarity
1MNG745
mng-umap@100
0.849
2SRR8942957
bladder-landscape@3
0.843
3TCGA-DK-A2I4-01A-11R-A21D-07
bladder-landscape@3
0.823
4TCGA-BH-A0BW-01A-11R-A115-07
breast-umap@18
D0.811
5SRR5088852
melanoma-umap@29
0.808
6TCGA-55-8089-01A-11R-2241-07
lung-landscapes@6
cohortA10.807
7ea0e56e4-d9e3-44a2-9bdb-2e98554f6bff
colon-landscapes@1
0.804
8SRR8392882
lung-landscapes@6
cohortA10.803
9C3L-00904
lung-landscapes@6
cohortSQ10.794
10SJEPD030232_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.794

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
INTERFERON_ALPHA_RESPONSE0.720Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.630Idelalisib— uncovered
ALLOGRAFT_REJECTION0.480Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.420Inavolisib— uncovered
E2F_TARGETS0.350Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.310Idelalisib— uncovered
PROTEIN_SECRETION0.310Remibrutinib— uncovered
TGF_BETA_SIGNALING0.310Inavolisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
APOPTOSIS0.290Idelalisib— uncovered
G2M_CHECKPOINT0.260Inavolisib— uncovered
MITOTIC_SPINDLE0.250Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.230Inavolisib— uncovered
DNA_REPAIR0.210Idelalisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
APICAL_JUNCTION0.190Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.190Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.190Inavolisib— uncovered
IL2_STAT5_SIGNALING0.180Idelalisib— uncovered
COAGULATION0.170Binimetinib— uncovered