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

MNG718

753c46bd-e22e-548f-add0-c349a55d67c6

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

  • INTERFERON_ALPHA_RESPONSE+0.424
  • KRAS_SIGNALING_DN+0.326
  • ALLOGRAFT_REJECTION+0.315
  • COAGULATION+0.309
  • INTERFERON_GAMMA_RESPONSE+0.308
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.266
  • APICAL_SURFACE+0.257
  • IL6_JAK_STAT3_SIGNALING+0.253
  • MYOGENESIS+0.232
  • CHOLESTEROL_HOMEOSTASIS+0.215

Top 10 suppressed

  • PROTEIN_SECRETION-0.565
  • TGF_BETA_SIGNALING-0.473
  • MITOTIC_SPINDLE-0.443
  • ANDROGEN_RESPONSE-0.418
  • UV_RESPONSE_DN-0.416
  • G2M_CHECKPOINT-0.383
  • MYC_TARGETS_V1-0.325
  • PI3K_AKT_MTOR_SIGNALING-0.288
  • HEDGEHOG_SIGNALING-0.286
  • E2F_TARGETS-0.232

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
1SJEPD001516_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.889
2MDT-AP-0720
medullo-epn-umap@date-based
MedMedulloblastoma0.876
3TCGA-WT-AB41-01A-11R-A41B-07
breast-umap@18
B0.871
4TCGA-LL-A5YN-01A-11R-A28M-07
breast-umap@18
B0.858
5TCGA-E9-A5FK-01A-11R-A27Q-07
breast-umap@18
B0.846
6ca188ec2-4185-4871-b71b-d024a37e5654
melanoma-umap@29
0.840
7SJEPD040_D.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.837
8TCGA-A7-A56D-01A-11R-A27Q-07
breast-umap@18
B0.835
9TCGA-OL-A66L-01A-12R-A31O-07
breast-umap@18
B0.827
10TCGA-C8-A8HP-01A-11R-A36F-07
breast-umap@18
D0.824

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.424Inavolisib— uncovered
KRAS_SIGNALING_DN0.326Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.315Idelalisib— uncovered
COAGULATION0.309Binimetinib— uncovered
INTERFERON_GAMMA_RESPONSE0.308Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.266Inavolisib— uncovered
APICAL_SURFACE0.257Temsirolimus— uncovered
IL6_JAK_STAT3_SIGNALING0.253Inavolisib— uncovered
MYOGENESIS0.232Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.215Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.197Idelalisib— uncovered
PANCREAS_BETA_CELLS0.193Cobimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.190Idelalisib— uncovered
UV_RESPONSE_UP0.169Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.159Inavolisib— uncovered
DNA_REPAIR0.144Idelalisib— uncovered
MYC_TARGETS_V20.144Idelalisib— uncovered
COMPLEMENT0.133Inavolisib— uncovered
SPERMATOGENESIS0.119Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.117Inavolisib— uncovered