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

TCGA-44-2659-01A-01R-0946-07

· cohortA1

39c96354-a78e-5dac-9254-54314bd678a0

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
cohortA1
subtype
cohortA1
age_years
65

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+0.310
  • KRAS_SIGNALING_UP+0.260
  • BILE_ACID_METABOLISM+0.230
  • INTERFERON_ALPHA_RESPONSE+0.220
  • INTERFERON_GAMMA_RESPONSE+0.210
  • COAGULATION+0.200
  • UV_RESPONSE_DN+0.200
  • PANCREAS_BETA_CELLS+0.190
  • INFLAMMATORY_RESPONSE+0.160
  • KRAS_SIGNALING_DN+0.160

Top 10 suppressed

  • E2F_TARGETS-0.650
  • MYC_TARGETS_V1-0.590
  • G2M_CHECKPOINT-0.580
  • MYC_TARGETS_V2-0.560
  • OXIDATIVE_PHOSPHORYLATION-0.520
  • DNA_REPAIR-0.450
  • MITOTIC_SPINDLE-0.440
  • MTORC1_SIGNALING-0.430
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.380
  • CHOLESTEROL_HOMEOSTASIS-0.350

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
1MNG47
mng-umap@100
0.913
2TCGA-44-6147-01A-11R-1755-07
lung-landscapes@6
cohortA10.911
3TCGA-55-7816-01A-11R-2170-07
lung-landscapes@6
cohortMD20.911
4TCGA-75-7025-01A-12R-1949-07
lung-landscapes@6
cohortA10.908
5ERR2278882
head-neck@1
0.892
6TCGA-97-A4M5-01A-11R-A24X-07
lung-landscapes@6
cohortA10.884
7C3L-03268
lung-landscapes@6
cohortA10.882
8TCGA-97-A4M7-01A-11R-A24X-07
lung-landscapes@6
cohortA10.882
920040019.LumA
breast-umap@18
A0.879
10C3N-03038
lung-landscapes@6
cohortA10.872

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_REJECTION0.310Idelalisib— uncovered
KRAS_SIGNALING_UP0.260Inavolisib— uncovered
BILE_ACID_METABOLISM0.230Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.220Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.210Idelalisib— uncovered
COAGULATION0.200Binimetinib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.190Cobimetinib— uncovered
INFLAMMATORY_RESPONSE0.160Idelalisib— uncovered
KRAS_SIGNALING_DN0.160Remibrutinib— uncovered
MYOGENESIS0.160Inavolisib— uncovered
ANGIOGENESIS0.140Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.140Inavolisib— uncovered
NOTCH_SIGNALING0.120Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.110Inavolisib— uncovered
HEME_METABOLISM0.110Temsirolimus— uncovered
IL6_JAK_STAT3_SIGNALING0.090Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.060Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.060Inavolisib— uncovered
COMPLEMENT0.040Inavolisib— uncovered