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

C3N-01016

· cohortA3

d8f09136-df48-599d-bcbe-998029428ff2

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
cohortA3
subtype
cohortA3
age_years
56.91170431

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PANCREAS_BETA_CELLS+0.300
  • E2F_TARGETS+0.290
  • G2M_CHECKPOINT+0.290
  • UNFOLDED_PROTEIN_RESPONSE+0.270
  • ANDROGEN_RESPONSE+0.210
  • SPERMATOGENESIS+0.180
  • PROTEIN_SECRETION+0.160
  • TGF_BETA_SIGNALING+0.100
  • UV_RESPONSE_DN+0.070
  • MTORC1_SIGNALING+0.030

Top 10 suppressed

  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.410
  • ALLOGRAFT_REJECTION-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.380
  • P53_PATHWAY-0.380
  • APICAL_JUNCTION-0.350
  • APICAL_SURFACE-0.350
  • IL6_JAK_STAT3_SIGNALING-0.310
  • DNA_REPAIR-0.290
  • ADIPOGENESIS-0.280
  • INFLAMMATORY_RESPONSE-0.280

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
1SJEPD031786_D2.RNA-Seq
medullo-epn-umap@date-based
EPNAnaplastic EPN0.823
2ERR2598094
medullo-epn-umap@date-based
fetalfetal0.815
3s0122214
melanoma-umap@29
0.807
4TCGA-AO-A1KS-01A-11R-A13Q-07
breast-umap@18
B0.801
5SRR12202470
bladder-landscape@3
0.792
6b503bcc9-714d-40aa-8709-3b4577ce8007
colon-landscapes@1
0.789
7SRR12202467
bladder-landscape@3
0.787
8SRR5088922
melanoma-umap@29
0.782
9MNG640
mng-umap@100
0.781
10a277c487-2d13-460f-a0d8-26acac1657d0
melanoma-umap@29
0.780

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
E2F_TARGETS0.290Inavolisib— uncovered
G2M_CHECKPOINT0.290Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.270Idelalisib— uncovered
ANDROGEN_RESPONSE0.210Inavolisib— uncovered
SPERMATOGENESIS0.180Inavolisib— uncovered
PROTEIN_SECRETION0.160Remibrutinib— uncovered
TGF_BETA_SIGNALING0.100Inavolisib— uncovered
UV_RESPONSE_DN0.070Inavolisib— uncovered
MTORC1_SIGNALING0.030Inavolisib— uncovered