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

TCGA-44-3917-01A-01R-A278-07

· cohortMD2

071e45fd-3b32-5be2-a3aa-2359a5f7b1d2

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
cohortMD2
subtype
cohortMD2
age_years
33

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+0.400
  • E2F_TARGETS+0.340
  • PROTEIN_SECRETION+0.310
  • PANCREAS_BETA_CELLS+0.290
  • MYC_TARGETS_V1+0.280
  • G2M_CHECKPOINT+0.230
  • SPERMATOGENESIS+0.210
  • UNFOLDED_PROTEIN_RESPONSE+0.180
  • BILE_ACID_METABOLISM+0.170
  • DNA_REPAIR+0.160

Top 10 suppressed

  • APICAL_SURFACE-0.550
  • WNT_BETA_CATENIN_SIGNALING-0.500
  • NOTCH_SIGNALING-0.470
  • HEDGEHOG_SIGNALING-0.430
  • TNFA_SIGNALING_VIA_NFKB-0.430
  • APICAL_JUNCTION-0.400
  • P53_PATHWAY-0.390
  • MYOGENESIS-0.370
  • HYPOXIA-0.360
  • ESTROGEN_RESPONSE_EARLY-0.330

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-EW-A1P0-01A-11R-A144-07
breast-umap@18
B0.861
2MNG87
mng-umap@100
0.860
3TCGA-91-8499-01A-11R-2403-07
lung-landscapes@6
cohortMD10.849
4SJEPD030948_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.848
5SRR1797275
lung-landscapes@6
cohortSC0.847
6MNG832
mng-umap@100
0.837
7R356
bladder-landscape@3
0.832
8SRR1797285
lung-landscapes@6
cohortSC0.829
920110028.LumB
breast-umap@18
B0.829
10SRR12202421
bladder-landscape@3
0.828

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
E2F_TARGETS0.340Inavolisib— uncovered
PROTEIN_SECRETION0.310Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.290Cobimetinib— uncovered
MYC_TARGETS_V10.280Inavolisib— uncovered
G2M_CHECKPOINT0.230Inavolisib— uncovered
SPERMATOGENESIS0.210Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.180Idelalisib— uncovered
BILE_ACID_METABOLISM0.170Inavolisib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
MTORC1_SIGNALING0.140Inavolisib— uncovered
FATTY_ACID_METABOLISM0.110Inavolisib— uncovered
PEROXISOME0.110Idelalisib— uncovered
MYC_TARGETS_V20.080Idelalisib— uncovered
ADIPOGENESIS0.050Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.050Inavolisib— uncovered
ALLOGRAFT_REJECTION0.030Idelalisib— uncovered