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

MNG1001

639fc944-fa7d-5098-ac2b-bcdf2f222699

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

  • E2F_TARGETS+0.378
  • PANCREAS_BETA_CELLS+0.362
  • G2M_CHECKPOINT+0.343
  • MYC_TARGETS_V2+0.329
  • ALLOGRAFT_REJECTION+0.169
  • MITOTIC_SPINDLE+0.164
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.159
  • HEDGEHOG_SIGNALING+0.143
  • ANGIOGENESIS+0.108
  • SPERMATOGENESIS+0.072

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.412
  • OXIDATIVE_PHOSPHORYLATION-0.367
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.360
  • PEROXISOME-0.324
  • PROTEIN_SECRETION-0.305
  • HEME_METABOLISM-0.294
  • CHOLESTEROL_HOMEOSTASIS-0.291
  • IL6_JAK_STAT3_SIGNALING-0.267
  • ADIPOGENESIS-0.263
  • FATTY_ACID_METABOLISM-0.255

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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_JVW2JJ39
brain-umap@2
high-grade glioma0.844
2BS_XG0DBWVT
brain-umap@2
high-grade glioma0.825
3BS_N4B1SZZH
brain-umap@2
medulloblastoma0.817
4MBCProject_1334_T1_RNA
breast-umap@18
C0.802
5BS_JT82QGXF
brain-umap@2
medulloblastoma0.801
6MNG459
mng-umap@100
0.800
7BS_44A3ES23
brain-umap@2
medulloblastoma0.797
8BS_C41DJZ1F
brain-umap@2
high-grade glioma0.792
9BS_SD8YBRBR
brain-umap@2
high-grade glioma0.790
10BS_TA9WP4TH
brain-umap@2
medulloblastoma0.787

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.378Inavolisib— uncovered
PANCREAS_BETA_CELLS0.362Cobimetinib— uncovered
G2M_CHECKPOINT0.343Inavolisib— uncovered
MYC_TARGETS_V20.329Idelalisib— uncovered
ALLOGRAFT_REJECTION0.169Idelalisib— uncovered
MITOTIC_SPINDLE0.164Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.159Inavolisib— uncovered
HEDGEHOG_SIGNALING0.143Inavolisib— uncovered
ANGIOGENESIS0.108Remibrutinib— uncovered
SPERMATOGENESIS0.072Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.071Idelalisib— uncovered
KRAS_SIGNALING_DN0.062Remibrutinib— uncovered
UV_RESPONSE_DN0.009Inavolisib— uncovered
NOTCH_SIGNALING0.003Inavolisib— uncovered