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

TCGA-MF-A522-01A-11R-A262-07

· cohortSQ2

06fe3113-e6ce-5323-8cff-252dc0848022

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
cohortSQ2
subtype
cohortSQ2
age_years
54

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.580
  • E2F_TARGETS+0.530
  • MYC_TARGETS_V1+0.530
  • G2M_CHECKPOINT+0.470
  • MTORC1_SIGNALING+0.350
  • MITOTIC_SPINDLE+0.330
  • UNFOLDED_PROTEIN_RESPONSE+0.330
  • GLYCOLYSIS+0.300
  • OXIDATIVE_PHOSPHORYLATION+0.260
  • DNA_REPAIR+0.220

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.490
  • INTERFERON_GAMMA_RESPONSE-0.460
  • INFLAMMATORY_RESPONSE-0.420
  • ALLOGRAFT_REJECTION-0.390
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.350
  • IL6_JAK_STAT3_SIGNALING-0.340
  • KRAS_SIGNALING_UP-0.330
  • COMPLEMENT-0.310
  • IL2_STAT5_SIGNALING-0.240
  • ANGIOGENESIS-0.220

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
1SRR5088859
melanoma-umap@29
0.931
2TCGA-58-A46N-01A-11R-A24H-07
lung-landscapes@6
cohortSQ20.927
3C3N-04155
lung-landscapes@6
cohortSQ20.921
4TCGA-LA-A446-01A-21R-A24Z-07
lung-landscapes@6
cohortSQ20.913
5BS_MV6ASWV9
brain-umap@2
ATRT0.912
6TCGA-60-2722-01A-01R-0851-07
lung-landscapes@6
cohortSQ20.910
7TCGA-56-7823-01B-11R-2247-07
lung-landscapes@6
cohortSQ20.909
8ERR2208940
melanoma-umap@29
0.904
9TCGA-94-A5I6-01A-21R-A27Q-07
lung-landscapes@6
cohortSQ20.901
10TCGA-XF-A9ST-01A-11R-A42T-07
bladder-landscape@3
0.901

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.580Idelalisib— uncovered
E2F_TARGETS0.530Inavolisib— uncovered
MYC_TARGETS_V10.530Inavolisib— uncovered
G2M_CHECKPOINT0.470Inavolisib— uncovered
MTORC1_SIGNALING0.350Inavolisib— uncovered
MITOTIC_SPINDLE0.330Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.330Idelalisib— uncovered
GLYCOLYSIS0.300Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
DNA_REPAIR0.220Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.190Inavolisib— uncovered
SPERMATOGENESIS0.160Inavolisib— uncovered
UV_RESPONSE_UP0.140Idelalisib— uncovered
KRAS_SIGNALING_DN0.120Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.120Inavolisib— uncovered
APICAL_SURFACE0.090Temsirolimus— uncovered
P53_PATHWAY0.090Idelalisib— uncovered
PROTEIN_SECRETION0.090Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.080Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.060Idelalisib— uncovered