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

GSM5359418

37bd6473-556f-5769-8ada-f0146b0b1fcf

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
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.500
  • INTERFERON_GAMMA_RESPONSE+0.470
  • TNFA_SIGNALING_VIA_NFKB+0.390
  • IL6_JAK_STAT3_SIGNALING+0.330
  • ALLOGRAFT_REJECTION+0.320
  • APOPTOSIS+0.220
  • INFLAMMATORY_RESPONSE+0.220
  • KRAS_SIGNALING_UP+0.220
  • HEME_METABOLISM+0.210
  • TGF_BETA_SIGNALING+0.200

Top 10 suppressed

  • E2F_TARGETS-0.530
  • MYC_TARGETS_V2-0.470
  • G2M_CHECKPOINT-0.390
  • MYC_TARGETS_V1-0.340
  • UNFOLDED_PROTEIN_RESPONSE-0.340
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.310
  • MTORC1_SIGNALING-0.300
  • DNA_REPAIR-0.270
  • GLYCOLYSIS-0.240
  • OXIDATIVE_PHOSPHORYLATION-0.200

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR8943004
bladder-landscape@3
0.894
2TCGA-D8-A1JB-01A-11R-A13Q-07
breast-umap@18
A0.890
398e49cc4-1040-4291-b975-da3e8fc3ddfc
melanoma-umap@29
0.883
4BS_CS170P7T
brain-umap@2
pilocytic astrocytoma0.879
5DRR168509
bladder-landscape@3
0.862
620030005.Her2HRpos
breast-umap@18
A0.853
7SRR8518296
breast-umap@18
A0.848
8SRR2932841
head-neck@1
0.846
9DRR168552
bladder-landscape@3
0.845
10TCGA-MP-A4TJ-01A-51R-A262-07
lung-landscapes@6
cohortA10.843

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.470Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.390Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.330Inavolisib— uncovered
ALLOGRAFT_REJECTION0.320Idelalisib— uncovered
APOPTOSIS0.220Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.220Idelalisib— uncovered
KRAS_SIGNALING_UP0.220Inavolisib— uncovered
HEME_METABOLISM0.210Temsirolimus— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered
P53_PATHWAY0.160Idelalisib— uncovered
COMPLEMENT0.140Inavolisib— uncovered
IL2_STAT5_SIGNALING0.120Idelalisib— uncovered
UV_RESPONSE_DN0.120Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.090Inavolisib— uncovered
PROTEIN_SECRETION0.080Remibrutinib— uncovered
ANDROGEN_RESPONSE0.060Inavolisib— uncovered
COAGULATION0.010Binimetinib— uncovered
KRAS_SIGNALING_DN0.010Remibrutinib— uncovered