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

MNG1265

2c180166-48a4-543c-bd07-982bc0e41f1d

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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • ESTROGEN_RESPONSE_LATE+0.320
  • PANCREAS_BETA_CELLS+0.292
  • OXIDATIVE_PHOSPHORYLATION+0.289
  • KRAS_SIGNALING_DN+0.285
  • MYOGENESIS+0.247
  • MYC_TARGETS_V2+0.229
  • UV_RESPONSE_UP+0.218
  • P53_PATHWAY+0.210
  • TNFA_SIGNALING_VIA_NFKB+0.203
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.176

Top 10 suppressed

  • PROTEIN_SECRETION-0.459
  • G2M_CHECKPOINT-0.417
  • MITOTIC_SPINDLE-0.398
  • E2F_TARGETS-0.390
  • UV_RESPONSE_DN-0.384
  • INTERFERON_ALPHA_RESPONSE-0.357
  • ALLOGRAFT_REJECTION-0.328
  • INTERFERON_GAMMA_RESPONSE-0.300
  • TGF_BETA_SIGNALING-0.297
  • NOTCH_SIGNALING-0.295

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-CF-A8HY-01A-11R-A36F-07
bladder-landscape@3
0.852
2TCGA-V7-A7HQ-01A-11R-A33J-07
breast-umap@18
B0.834
3SRR1318372
brain-umap@2
GTEX0.819
4TCGA-B6-A0I5-01A-11R-A034-07
breast-umap@18
B0.815
5TCGA-GM-A3XG-01A-31R-A24H-07
breast-umap@18
A0.809
684f39507-9883-4bab-98f9-8bd72d2aee7b
melanoma-umap@29
0.806
7TCGA-AC-A3TM-01A-11R-A22K-07
breast-umap@18
B0.798
8SRR1459804
brain-umap@2
GTEX0.791
9SRR1418992
brain-umap@2
GTEX0.789
10TCGA-GU-A767-01A-11R-A32O-07
bladder-landscape@3
0.788

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ESTROGEN_RESPONSE_LATE0.320Idelalisib— uncovered
PANCREAS_BETA_CELLS0.292Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.289Remibrutinib— uncovered
KRAS_SIGNALING_DN0.285Remibrutinib— uncovered
MYOGENESIS0.247Inavolisib— uncovered
MYC_TARGETS_V20.229Idelalisib— uncovered
UV_RESPONSE_UP0.218Idelalisib— uncovered
P53_PATHWAY0.210Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.203Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.176Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.168Inavolisib— uncovered
HYPOXIA0.164Idelalisib— uncovered
BILE_ACID_METABOLISM0.146Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.142Inavolisib— uncovered
COAGULATION0.114Binimetinib— uncovered
APICAL_SURFACE0.108Temsirolimus— uncovered
GLYCOLYSIS0.085Inavolisib— uncovered
HEDGEHOG_SIGNALING0.062Inavolisib— uncovered
SPERMATOGENESIS0.021Inavolisib— uncovered
FATTY_ACID_METABOLISM0.014Inavolisib— uncovered