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

TCGA-96-A4JL-01A-11R-A24Z-07

· cohortSQ1

8c5ba9f2-0c9c-518a-a1a4-81af66622532

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
78

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+0.540
  • ALLOGRAFT_REJECTION+0.450
  • INTERFERON_GAMMA_RESPONSE+0.450
  • E2F_TARGETS+0.390
  • G2M_CHECKPOINT+0.360
  • MYC_TARGETS_V2+0.350
  • HEDGEHOG_SIGNALING+0.330
  • WNT_BETA_CATENIN_SIGNALING+0.300
  • MITOTIC_SPINDLE+0.260
  • MYC_TARGETS_V1+0.230

Top 10 suppressed

  • CHOLESTEROL_HOMEOSTASIS-0.530
  • HYPOXIA-0.440
  • COAGULATION-0.380
  • FATTY_ACID_METABOLISM-0.380
  • GLYCOLYSIS-0.350
  • ANGIOGENESIS-0.340
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.340
  • ADIPOGENESIS-0.320
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • PEROXISOME-0.300

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
1SRR8613797
breast-umap@18
D0.871
2TCGA-56-8307-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.834
3C3N-00497
lung-landscapes@6
cohortSQ10.833
4AUR-AE6Y-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.828
5SRR5088835
melanoma-umap@29
0.828
6SRR6013475
lung-landscapes@6
cohortMD20.825
7AUR-AFEA-TTM6-A-1-0-R-A741-41
breast-umap@18
D0.818
8TCGA-B6-A0RT-01A-21R-A084-07
breast-umap@18
D0.816
9SRR1313149
breast-umap@18
D0.812
10SRR8942983
bladder-landscape@3
0.812

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.540Inavolisib— uncovered
ALLOGRAFT_REJECTION0.450Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
E2F_TARGETS0.390Inavolisib— uncovered
G2M_CHECKPOINT0.360Inavolisib— uncovered
MYC_TARGETS_V20.350Idelalisib— uncovered
HEDGEHOG_SIGNALING0.330Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
MITOTIC_SPINDLE0.260Inavolisib— uncovered
MYC_TARGETS_V10.230Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.180Inavolisib— uncovered
APICAL_SURFACE0.140Temsirolimus— uncovered
DNA_REPAIR0.110Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.070Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.060Idelalisib— uncovered
KRAS_SIGNALING_DN0.030Remibrutinib— uncovered
NOTCH_SIGNALING0.030Inavolisib— uncovered
IL2_STAT5_SIGNALING0.020Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.020Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.020Idelalisib— uncovered