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

TCGA-IQ-A61I-01A-11R-A30B-07

2bdf47ce-9a9b-5db2-868c-9f0130c97af8

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
0.000457
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

  • OXIDATIVE_PHOSPHORYLATION+0.540
  • E2F_TARGETS+0.350
  • INTERFERON_ALPHA_RESPONSE+0.310
  • DNA_REPAIR+0.270
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.250
  • INTERFERON_GAMMA_RESPONSE+0.210
  • ADIPOGENESIS+0.180
  • FATTY_ACID_METABOLISM+0.180
  • SPERMATOGENESIS+0.150
  • ESTROGEN_RESPONSE_LATE+0.080

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.520
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.480
  • UV_RESPONSE_DN-0.450
  • HEDGEHOG_SIGNALING-0.390
  • APICAL_JUNCTION-0.380
  • PROTEIN_SECRETION-0.360
  • UNFOLDED_PROTEIN_RESPONSE-0.340
  • HYPOXIA-0.320
  • WNT_BETA_CATENIN_SIGNALING-0.320
  • ANDROGEN_RESPONSE-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.

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

#SampleCancer typeSubtypecos similarity
1TCGA-CN-A6UY-01A-12R-A34R-07
head-neck@1
0.922
2MDT-AP-2288
medullo-epn-umap@date-based
MedMedulloblastoma0.876
3TCGA-KU-A6H7-06A-21R-A31N-07
head-neck@1
0.845
4TCGA-GV-A6ZA-01A-12R-A33J-07
bladder-landscape@3
0.824
5TCGA-P3-A5Q5-01A-11R-A28V-07
head-neck@1
0.822
64245e942-3439-4e98-9733-b0b8ac25ad56
melanoma-umap@29
0.812
7SRR12475167
colon-landscapes@1
0.812
8c85dbfa4-b894-4ccb-9b90-94bb2c47cfea
colon-landscapes@1
0.810
9TCGA-G2-AA3B-01A-11R-A39I-07
bladder-landscape@3
0.802
10TCGA-UP-A6WW-01A-12R-A34R-07
head-neck@1
0.802

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
OXIDATIVE_PHOSPHORYLATION0.540Remibrutinib— uncovered
E2F_TARGETS0.350Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.310Inavolisib— uncovered
DNA_REPAIR0.270Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.250Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.210Idelalisib— uncovered
ADIPOGENESIS0.180Inavolisib— uncovered
FATTY_ACID_METABOLISM0.180Inavolisib— uncovered
SPERMATOGENESIS0.150Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.080Idelalisib— uncovered
KRAS_SIGNALING_DN0.070Remibrutinib— uncovered
BILE_ACID_METABOLISM0.060Inavolisib— uncovered
PANCREAS_BETA_CELLS0.060Cobimetinib— uncovered
NOTCH_SIGNALING0.050Inavolisib— uncovered
ALLOGRAFT_REJECTION0.020Idelalisib— uncovered
APICAL_SURFACE0.020Temsirolimus— uncovered
G2M_CHECKPOINT0.020Inavolisib— uncovered
PEROXISOME0.020Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.020Inavolisib— uncovered
MYC_TARGETS_V10.010Inavolisib— uncovered