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

TCGA-XF-AAN7-01A-11R-A42T-07

c970a575-e170-5d0d-b4d2-418f4fc227c8

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
18.56110381
os_event
true

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.620
  • G2M_CHECKPOINT+0.590
  • MYC_TARGETS_V1+0.440
  • MITOTIC_SPINDLE+0.410
  • DNA_REPAIR+0.350
  • UNFOLDED_PROTEIN_RESPONSE+0.310
  • UV_RESPONSE_DN+0.290
  • HEDGEHOG_SIGNALING+0.250
  • TGF_BETA_SIGNALING+0.240
  • WNT_BETA_CATENIN_SIGNALING+0.230

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.330
  • INFLAMMATORY_RESPONSE-0.330
  • TNFA_SIGNALING_VIA_NFKB-0.310
  • ESTROGEN_RESPONSE_LATE-0.290
  • INTERFERON_GAMMA_RESPONSE-0.290
  • IL6_JAK_STAT3_SIGNALING-0.270
  • ALLOGRAFT_REJECTION-0.260
  • CHOLESTEROL_HOMEOSTASIS-0.250
  • INTERFERON_ALPHA_RESPONSE-0.250
  • XENOBIOTIC_METABOLISM-0.250

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
1TCGA-50-6591-01A-11R-1755-07
lung-landscapes@6
cohortMD10.870
2SRR934937
brain-umap@2
0.863
3MNG1018
mng-umap@100
0.851
4961CEC20-67F2-4615-8725-F35C12F0BC9B
brain-umap@2
0.851
5BS_Z7890YNR
medullo-epn-umap@date-based
EPNSupratentorial EPN0.839
6TCGA-21-5783-01A-41R-2187-07
lung-landscapes@6
cohortMD10.839
7CA366342-0949-4941-8AE6-984BAF032886
brain-umap@2
0.839
8SRR934744
brain-umap@2
0.838
9MNG257
mng-umap@100
0.837
10SRR934990
brain-umap@2
0.834

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.620Inavolisib— uncovered
G2M_CHECKPOINT0.590Inavolisib— uncovered
MYC_TARGETS_V10.440Inavolisib— uncovered
MITOTIC_SPINDLE0.410Inavolisib— uncovered
DNA_REPAIR0.350Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.310Idelalisib— uncovered
UV_RESPONSE_DN0.290Inavolisib— uncovered
HEDGEHOG_SIGNALING0.250Inavolisib— uncovered
TGF_BETA_SIGNALING0.240Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.230Inavolisib— uncovered
SPERMATOGENESIS0.160Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.150Inavolisib— uncovered
ANGIOGENESIS0.130Remibrutinib— uncovered
MYC_TARGETS_V20.130Idelalisib— uncovered
PROTEIN_SECRETION0.110Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.050Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.050Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.040Remibrutinib— uncovered
ANDROGEN_RESPONSE0.030Inavolisib— uncovered