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

MNG1019

a8bdb249-d03a-5fc6-b418-54dbabac4b03

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

  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.424
  • IL6_JAK_STAT3_SIGNALING+0.386
  • ALLOGRAFT_REJECTION+0.365
  • OXIDATIVE_PHOSPHORYLATION+0.357
  • MYC_TARGETS_V1+0.325
  • ADIPOGENESIS+0.303
  • PROTEIN_SECRETION+0.261
  • KRAS_SIGNALING_UP+0.251
  • COMPLEMENT+0.249
  • WNT_BETA_CATENIN_SIGNALING+0.242

Top 10 suppressed

  • G2M_CHECKPOINT-0.253
  • KRAS_SIGNALING_DN-0.204
  • PANCREAS_BETA_CELLS-0.168
  • E2F_TARGETS-0.160
  • MITOTIC_SPINDLE-0.131
  • SPERMATOGENESIS-0.129
  • MYC_TARGETS_V2-0.084
  • INTERFERON_ALPHA_RESPONSE-0.048
  • ESTROGEN_RESPONSE_EARLY-0.031
  • APICAL_SURFACE-0.017

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
162BFF895-C5CC-4F59-8348-2026B659FDF5
brain-umap@2
0.823
20F8847C7-545C-4C3C-B3D0-0681C9480712
brain-umap@2
0.817
3BS_E3EJHXQV
brain-umap@2
low-grade glioma0.805
4BS_ZZMYDZJW
brain-umap@2
pilocytic astrocytoma0.803
5BS_BKQZ550R
brain-umap@2
pilocytic astrocytoma0.800
6CCA161B9-1E9A-4F8C-8144-B32B5CF76ECC
brain-umap@2
0.800
76F4F72B3-E2B1-48DD-B9F4-C03AFCE79566
brain-umap@2
0.795
8DRR168598
bladder-landscape@3
0.795
90E9EAAED-A9A2-41E7-AC3A-49E94C933432
brain-umap@2
0.792
1031D3488A-212B-4818-8F09-EBF1E8B135AD
brain-umap@2
0.790

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
REACTIVE_OXYGEN_SPECIES_PATHWAY0.424Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.386Inavolisib— uncovered
ALLOGRAFT_REJECTION0.365Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.357Remibrutinib— uncovered
MYC_TARGETS_V10.325Inavolisib— uncovered
ADIPOGENESIS0.303Inavolisib— uncovered
PROTEIN_SECRETION0.261Remibrutinib— uncovered
KRAS_SIGNALING_UP0.251Inavolisib— uncovered
COMPLEMENT0.249Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.242Inavolisib— uncovered
P53_PATHWAY0.241Idelalisib— uncovered
TGF_BETA_SIGNALING0.239Inavolisib— uncovered
ANDROGEN_RESPONSE0.234Inavolisib— uncovered
FATTY_ACID_METABOLISM0.220Inavolisib— uncovered
UV_RESPONSE_UP0.215Idelalisib— uncovered
APOPTOSIS0.213Idelalisib— uncovered
DNA_REPAIR0.213Idelalisib— uncovered
HEME_METABOLISM0.197Temsirolimus— uncovered
INFLAMMATORY_RESPONSE0.197Idelalisib— uncovered
PEROXISOME0.194Idelalisib— uncovered