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

TCGA-63-A5MW-01A-11R-A26W-07

· cohortMD1

1bf7c4e2-22ab-5deb-8748-22d1a040f647

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
cohortMD1
subtype
cohortMD1
age_years
76

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.320
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.320
  • WNT_BETA_CATENIN_SIGNALING+0.310
  • G2M_CHECKPOINT+0.280
  • ANGIOGENESIS+0.230
  • HEDGEHOG_SIGNALING+0.230
  • MYC_TARGETS_V2+0.170
  • SPERMATOGENESIS+0.170
  • KRAS_SIGNALING_DN+0.150
  • PANCREAS_BETA_CELLS+0.140

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.580
  • INTERFERON_ALPHA_RESPONSE-0.520
  • INTERFERON_GAMMA_RESPONSE-0.510
  • ALLOGRAFT_REJECTION-0.480
  • INFLAMMATORY_RESPONSE-0.460
  • OXIDATIVE_PHOSPHORYLATION-0.450
  • COMPLEMENT-0.430
  • FATTY_ACID_METABOLISM-0.420
  • IL6_JAK_STAT3_SIGNALING-0.410
  • MTORC1_SIGNALING-0.410

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR6013547
lung-landscapes@6
cohortMD10.924
2a9e8922f-fd6c-412d-85f5-40f5ea9b5455
colon-landscapes@1
0.914
3BS_44A3ES23
brain-umap@2
medulloblastoma0.908
4SRR2932838
head-neck@1
0.897
5s0122214
melanoma-umap@29
0.896
6TCGA-AC-A2QH-01B-04R-A22O-07
breast-umap@18
D0.882
7BS_4E1G7E3G
brain-umap@2
ATRT0.878
8C3N-02435
lung-landscapes@6
cohortSQ10.877
9s_150203_4b
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.874
10MNG459
mng-umap@100
0.872

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.320Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.320Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.310Inavolisib— uncovered
G2M_CHECKPOINT0.280Inavolisib— uncovered
ANGIOGENESIS0.230Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.230Inavolisib— uncovered
MYC_TARGETS_V20.170Idelalisib— uncovered
SPERMATOGENESIS0.170Inavolisib— uncovered
KRAS_SIGNALING_DN0.150Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.140Cobimetinib— uncovered
UV_RESPONSE_DN0.130Inavolisib— uncovered
MITOTIC_SPINDLE0.090Inavolisib— uncovered
DNA_REPAIR0.050Idelalisib— uncovered
MYOGENESIS0.030Inavolisib— uncovered