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

TCGA-5L-AAT1-01A-12R-A41B-07

· A

2e3eb414-4485-5dea-b6d7-5adb3b6aafec

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
A
subtype
A
overall_survival_months
49
os_event
false

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.520
  • INTERFERON_ALPHA_RESPONSE+0.470
  • INTERFERON_GAMMA_RESPONSE+0.460
  • IL6_JAK_STAT3_SIGNALING+0.360
  • PANCREAS_BETA_CELLS+0.350
  • INFLAMMATORY_RESPONSE+0.300
  • COAGULATION+0.290
  • COMPLEMENT+0.250
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.230
  • KRAS_SIGNALING_UP+0.200

Top 10 suppressed

  • E2F_TARGETS-0.650
  • G2M_CHECKPOINT-0.600
  • MITOTIC_SPINDLE-0.470
  • MYC_TARGETS_V2-0.450
  • MYC_TARGETS_V1-0.430
  • PROTEIN_SECRETION-0.420
  • MTORC1_SIGNALING-0.390
  • UNFOLDED_PROTEIN_RESPONSE-0.380
  • GLYCOLYSIS-0.320
  • ESTROGEN_RESPONSE_EARLY-0.310

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
1TCGA-A2-A0CR-01A-11R-A22K-07
breast-umap@18
B0.896
2TCGA-E9-A5FK-01A-11R-A27Q-07
breast-umap@18
B0.883
3SRR25617853
breast-umap@18
D0.879
4TCGA-44-2661-01A-01R-1107-07
lung-landscapes@6
cohortA10.875
5MNG580
mng-umap@100
0.875
6TCGA-H7-A76A-01A-51R-A34R-07
head-neck@1
0.873
7TCGA-C8-A138-01A-11R-A115-07
breast-umap@18
A0.865
8TCGA-85-A513-01A-12R-A26W-07
lung-landscapes@6
cohortA10.864
9TCGA-CV-A468-01A-11R-A266-07
head-neck@1
0.856
1020030012.LumA
breast-umap@18
A0.854

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.520Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.470Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.460Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.360Inavolisib— uncovered
PANCREAS_BETA_CELLS0.350Cobimetinib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
COAGULATION0.290Binimetinib— uncovered
COMPLEMENT0.250Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.230Inavolisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
P53_PATHWAY0.180Idelalisib— uncovered
APICAL_JUNCTION0.160Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.160Inavolisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.160Inavolisib— uncovered
IL2_STAT5_SIGNALING0.150Idelalisib— uncovered
MYOGENESIS0.140Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.140Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.130Inavolisib— uncovered
APICAL_SURFACE0.110Temsirolimus— uncovered