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

SRR2016974

f58b4750-a370-5a47-9c30-9d92743722ef

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
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

  • E2F_TARGETS+0.470
  • G2M_CHECKPOINT+0.420
  • MITOTIC_SPINDLE+0.290
  • INTERFERON_ALPHA_RESPONSE+0.210
  • PROTEIN_SECRETION+0.200
  • SPERMATOGENESIS+0.190
  • INTERFERON_GAMMA_RESPONSE+0.160
  • IL6_JAK_STAT3_SIGNALING+0.130
  • ANDROGEN_RESPONSE+0.120
  • MYC_TARGETS_V2+0.100

Top 10 suppressed

  • ANGIOGENESIS-0.460
  • NOTCH_SIGNALING-0.450
  • HYPOXIA-0.440
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.430
  • CHOLESTEROL_HOMEOSTASIS-0.410
  • WNT_BETA_CATENIN_SIGNALING-0.380
  • GLYCOLYSIS-0.370
  • MYOGENESIS-0.320
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.290

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR10899995
melanoma-umap@29
0.823
2550c15f6-55cf-4928-bc62-bb28bc5672da
melanoma-umap@29
0.803
30f095e03-de38-4be9-874c-c58893e031d9
colon-landscapes@1
0.798
4SRR12202426
bladder-landscape@3
0.786
5SRR12475138
colon-landscapes@1
0.780
6TCGA-AR-A24H-01A-11R-A169-07
breast-umap@18
B0.779
7TCGA-DK-A3IV-01A-22R-A21D-07
bladder-landscape@3
0.773
8MBCProject_0054_T1B_RNA
breast-umap@18
B0.772
9TCGA-D8-A147-01A-11R-A115-07
breast-umap@18
E0.769
106b375859-116e-4a5e-b5b4-994a56cc9a75
melanoma-umap@29
0.766

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_TARGETS0.470Inavolisib— uncovered
G2M_CHECKPOINT0.420Inavolisib— uncovered
MITOTIC_SPINDLE0.290Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.210Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
SPERMATOGENESIS0.190Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.160Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.130Inavolisib— uncovered
ANDROGEN_RESPONSE0.120Inavolisib— uncovered
MYC_TARGETS_V20.100Idelalisib— uncovered
ALLOGRAFT_REJECTION0.070Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.070Inavolisib— uncovered
HEDGEHOG_SIGNALING0.050Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.010Idelalisib— uncovered