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

TCGA-O2-A52V-01A-31R-A262-07

· cohortSQ1

b15c8687-7637-5152-9861-34e73002cf68

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
cohortSQ1
subtype
cohortSQ1
age_years
75

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MTORC1_SIGNALING+0.420
  • G2M_CHECKPOINT+0.380
  • E2F_TARGETS+0.350
  • HEDGEHOG_SIGNALING+0.340
  • APICAL_SURFACE+0.330
  • MITOTIC_SPINDLE+0.330
  • CHOLESTEROL_HOMEOSTASIS+0.310
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.270
  • GLYCOLYSIS+0.260
  • WNT_BETA_CATENIN_SIGNALING+0.260

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.390
  • INTERFERON_ALPHA_RESPONSE-0.310
  • INTERFERON_GAMMA_RESPONSE-0.180
  • ALLOGRAFT_REJECTION-0.170
  • COAGULATION-0.150
  • TGF_BETA_SIGNALING-0.090
  • COMPLEMENT-0.080
  • HEME_METABOLISM-0.070
  • ADIPOGENESIS-0.060
  • XENOBIOTIC_METABOLISM-0.060

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-66-2742-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.805
2SRR17866829
colon-landscapes@1
0.779
3TCGA-FD-A3B5-01A-11R-A20F-07
bladder-landscape@3
0.769
4ERR2278879
head-neck@1
0.760
5MDT-AP-0007
medullo-epn-umap@date-based
MedMedulloblastoma0.760
6TCGA-85-7844-01A-11R-2125-07
lung-landscapes@6
cohortSQ20.758
7TCGA-85-7843-01A-11R-2125-07
lung-landscapes@6
cohortSQ10.754
8TCGA-43-6770-01A-11R-1820-07
lung-landscapes@6
cohortSQ20.737
9MNG471
mng-umap@100
0.736
10C3L-00568
lung-landscapes@6
cohortSQ20.728

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MTORC1_SIGNALING0.420Inavolisib— uncovered
G2M_CHECKPOINT0.380Inavolisib— uncovered
E2F_TARGETS0.350Inavolisib— uncovered
HEDGEHOG_SIGNALING0.340Inavolisib— uncovered
APICAL_SURFACE0.330Temsirolimus— uncovered
MITOTIC_SPINDLE0.330Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.310Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.270Inavolisib— uncovered
GLYCOLYSIS0.260Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
PROTEIN_SECRETION0.230Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.230Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.210Idelalisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
MYC_TARGETS_V10.200Inavolisib— uncovered
HYPOXIA0.190Idelalisib— uncovered
NOTCH_SIGNALING0.180Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.170Inavolisib— uncovered
ANDROGEN_RESPONSE0.160Inavolisib— uncovered
P53_PATHWAY0.120Idelalisib— uncovered