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

TCGA-K4-A5RJ-01A-11R-A28M-07

ed49a3c7-2358-5860-a64c-31658e941c91

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
17.70696452
os_event
false
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+0.600
  • ADIPOGENESIS+0.530
  • INTERFERON_ALPHA_RESPONSE+0.530
  • ALLOGRAFT_REJECTION+0.520
  • INTERFERON_GAMMA_RESPONSE+0.510
  • IL6_JAK_STAT3_SIGNALING+0.480
  • FATTY_ACID_METABOLISM+0.470
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.460
  • E2F_TARGETS+0.440
  • COMPLEMENT+0.390

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.310
  • TGF_BETA_SIGNALING-0.250
  • KRAS_SIGNALING_DN-0.240
  • ESTROGEN_RESPONSE_LATE-0.230
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.220
  • APICAL_JUNCTION-0.190
  • P53_PATHWAY-0.190
  • MYOGENESIS-0.170
  • TNFA_SIGNALING_VIA_NFKB-0.160
  • ANGIOGENESIS-0.130

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
1P31FUJ_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE
ccle-aml@v2024.1
AML0.843
2TCGA-39-5011-01A-01R-1443-07
lung-landscapes@6
cohortA10.832
3DRR168592
bladder-landscape@3
0.830
4TCGA-UF-A7JO-01A-11R-A34R-07
head-neck@1
0.828
5TCGA-A2-A0SW-01A-11R-A084-07
breast-umap@18
C0.820
65ffcc7c5-661f-4eed-b5e6-ed158c668321
colon-landscapes@1
0.819
7SRR4296112
lung-landscapes@6
cohortA10.815
8SRR6013516
lung-landscapes@6
cohortA10.808
9TCGA-38-4625-01A-01R-1206-07
lung-landscapes@6
cohortA10.807
10TCGA-80-5611-01A-01R-1628-07
lung-landscapes@6
cohortA40.807

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.600Remibrutinib— uncovered
ADIPOGENESIS0.530Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.530Inavolisib— uncovered
ALLOGRAFT_REJECTION0.520Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.510Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.480Inavolisib— uncovered
FATTY_ACID_METABOLISM0.470Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.460Inavolisib— uncovered
E2F_TARGETS0.440Inavolisib— uncovered
COMPLEMENT0.390Inavolisib— uncovered
DNA_REPAIR0.360Idelalisib— uncovered
BILE_ACID_METABOLISM0.340Inavolisib— uncovered
G2M_CHECKPOINT0.340Inavolisib— uncovered
MYC_TARGETS_V10.320Inavolisib— uncovered
PEROXISOME0.300Idelalisib— uncovered
MTORC1_SIGNALING0.290Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.220Idelalisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
HEME_METABOLISM0.180Temsirolimus— uncovered
PANCREAS_BETA_CELLS0.170Cobimetinib— uncovered