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

GSM5359433

216003ec-288d-51da-bd52-a7ed2560fe5f

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

  • ALLOGRAFT_REJECTION+0.480
  • INTERFERON_ALPHA_RESPONSE+0.480
  • INTERFERON_GAMMA_RESPONSE+0.450
  • MITOTIC_SPINDLE+0.350
  • IL6_JAK_STAT3_SIGNALING+0.310
  • INFLAMMATORY_RESPONSE+0.310
  • COMPLEMENT+0.300
  • IL2_STAT5_SIGNALING+0.290
  • G2M_CHECKPOINT+0.200
  • TNFA_SIGNALING_VIA_NFKB+0.110

Top 10 suppressed

  • MYC_TARGETS_V1-0.490
  • ANGIOGENESIS-0.440
  • MYC_TARGETS_V2-0.420
  • OXIDATIVE_PHOSPHORYLATION-0.410
  • FATTY_ACID_METABOLISM-0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.400
  • GLYCOLYSIS-0.390
  • PANCREAS_BETA_CELLS-0.390
  • CHOLESTEROL_HOMEOSTASIS-0.380
  • MTORC1_SIGNALING-0.350

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
1SRR1313132
breast-umap@18
D0.899
2AUR-AF95-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.887
3AUR-AG0J-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.886
4AUR-AFEA-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.858
5SRR5088892
melanoma-umap@29
0.856
6SRR12696760
melanoma-umap@29
0.852
7SRR5088835
melanoma-umap@29
0.847
8TCGA-E9-A2JT-01A-22R-A18M-07
breast-umap@18
D0.846
9DRR168597
bladder-landscape@3
0.839
1030608f63-2604-489c-bf96-09e56acfe912
melanoma-umap@29
0.834

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.480Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.480Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
MITOTIC_SPINDLE0.350Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.310Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.310Idelalisib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
IL2_STAT5_SIGNALING0.290Idelalisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.110Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
KRAS_SIGNALING_UP0.070Inavolisib— uncovered
E2F_TARGETS0.050Inavolisib— uncovered
APOPTOSIS0.030Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.030Inavolisib— uncovered
HEME_METABOLISM0.020Temsirolimus— uncovered