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

TCGA-46-3769-01A-01R-0980-07

· cohortA1

4ae59c49-085c-52ba-954b-648ceee7f6d2

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
57

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+0.410
  • INTERFERON_ALPHA_RESPONSE+0.390
  • PROTEIN_SECRETION+0.390
  • ALLOGRAFT_REJECTION+0.330
  • DNA_REPAIR+0.310
  • MYC_TARGETS_V1+0.300
  • PI3K_AKT_MTOR_SIGNALING+0.280
  • IL6_JAK_STAT3_SIGNALING+0.270
  • INTERFERON_GAMMA_RESPONSE+0.270
  • PANCREAS_BETA_CELLS+0.270

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.410
  • NOTCH_SIGNALING-0.320
  • WNT_BETA_CATENIN_SIGNALING-0.310
  • KRAS_SIGNALING_DN-0.250
  • MYOGENESIS-0.200
  • ESTROGEN_RESPONSE_LATE-0.120
  • P53_PATHWAY-0.120
  • MITOTIC_SPINDLE-0.090
  • APICAL_SURFACE-0.080
  • ESTROGEN_RESPONSE_EARLY-0.060

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1f5174c29-918d-4ad9-bd44-c94463396414
colon-landscapes@1
0.832
2TCGA-05-5425-01A-02R-1628-07
lung-landscapes@6
cohortA40.793
3a3b44031-71ef-476f-a8bd-3694226ce026
colon-landscapes@1
0.774
4BS_XF0ZX2B3
brain-umap@2
Supratentorial Ependymoma0.774
5BS_XF0ZX2B3
medullo-epn-umap@date-based
EPNSupratentorial EPN0.773
6TCGA-E7-A7DV-01A-11R-A33J-07
bladder-landscape@3
0.759
7e5ae4a47-9a0d-4a70-a7be-40bddeb3d017
colon-landscapes@1
0.756
8X16125ffc.4138.408e.9573.cd6c960504cf
lung-landscapes@6
cohortA10.755
999b069de-d4dd-4c9b-89c3-8b50a59ea334
colon-landscapes@1
0.749
10MNG632
mng-umap@100
0.748

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.410Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.390Inavolisib— uncovered
PROTEIN_SECRETION0.390Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.330Idelalisib— uncovered
DNA_REPAIR0.310Idelalisib— uncovered
MYC_TARGETS_V10.300Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.280Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.270Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.270Idelalisib— uncovered
PANCREAS_BETA_CELLS0.270Cobimetinib— uncovered
INFLAMMATORY_RESPONSE0.260Idelalisib— uncovered
ADIPOGENESIS0.250Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.240Inavolisib— uncovered
TGF_BETA_SIGNALING0.230Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.210Idelalisib— uncovered
FATTY_ACID_METABOLISM0.190Inavolisib— uncovered
HEME_METABOLISM0.190Temsirolimus— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.190Inavolisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
COMPLEMENT0.160Inavolisib— uncovered