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

R157

d8c7523d-6f52-5fad-ba50-06d9974b8250

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
overall_survival_months
141
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.480
  • MYC_TARGETS_V1+0.340
  • TGF_BETA_SIGNALING+0.310
  • UV_RESPONSE_DN+0.280
  • ANDROGEN_RESPONSE+0.230
  • G2M_CHECKPOINT+0.160
  • SPERMATOGENESIS+0.120
  • E2F_TARGETS+0.090
  • HEME_METABOLISM+0.080
  • OXIDATIVE_PHOSPHORYLATION+0.080

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.470
  • INTERFERON_GAMMA_RESPONSE-0.380
  • IL6_JAK_STAT3_SIGNALING-0.350
  • HEDGEHOG_SIGNALING-0.340
  • MYOGENESIS-0.340
  • WNT_BETA_CATENIN_SIGNALING-0.340
  • ALLOGRAFT_REJECTION-0.330
  • APICAL_JUNCTION-0.330
  • INFLAMMATORY_RESPONSE-0.320
  • UV_RESPONSE_UP-0.310

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SJEPD030795_D2.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.881
2R146
bladder-landscape@3
0.864
3R169
bladder-landscape@3
0.858
4R127
bladder-landscape@3
0.846
5TCGA-BH-A204-01A-11R-A157-07
breast-umap@18
B0.837
6MBCProject_2346_T1_RNA
breast-umap@18
B0.832
7SRR2167642
brain-umap@2
GTEX0.824
8MDT-AP-3311
medullo-epn-umap@date-based
MedMedulloblastoma0.823
9TCGA-E9-A1R7-01A-11R-A14M-07
breast-umap@18
B0.818
10SJEPD031786_D2.RNA-Seq
medullo-epn-umap@date-based
EPNAnaplastic EPN0.815

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.480Remibrutinib— uncovered
MYC_TARGETS_V10.340Inavolisib— uncovered
TGF_BETA_SIGNALING0.310Inavolisib— uncovered
UV_RESPONSE_DN0.280Inavolisib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered
G2M_CHECKPOINT0.160Inavolisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
E2F_TARGETS0.090Inavolisib— uncovered
HEME_METABOLISM0.080Temsirolimus— uncovered
OXIDATIVE_PHOSPHORYLATION0.080Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.080Idelalisib— uncovered