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

MNG497

15f7633b-b230-5029-90d7-3146457fb2cc

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+0.586
  • MYC_TARGETS_V2+0.561
  • G2M_CHECKPOINT+0.491
  • MYC_TARGETS_V1+0.484
  • CHOLESTEROL_HOMEOSTASIS+0.219
  • DNA_REPAIR+0.197
  • MTORC1_SIGNALING+0.178
  • UNFOLDED_PROTEIN_RESPONSE+0.156
  • MITOTIC_SPINDLE+0.132
  • WNT_BETA_CATENIN_SIGNALING+0.097

Top 10 suppressed

  • IL6_JAK_STAT3_SIGNALING-0.434
  • INTERFERON_ALPHA_RESPONSE-0.412
  • APICAL_SURFACE-0.405
  • INTERFERON_GAMMA_RESPONSE-0.396
  • ALLOGRAFT_REJECTION-0.393
  • INFLAMMATORY_RESPONSE-0.390
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.375
  • UV_RESPONSE_DN-0.375
  • KRAS_SIGNALING_UP-0.339
  • TGF_BETA_SIGNALING-0.319

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.

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

#SampleCancer typeSubtypecos similarity
1ERR2598228
medullo-epn-umap@date-based
fetalfetal0.889
2MNG473
mng-umap@100
0.885
3BS_R439VVPK
brain-umap@2
medulloblastoma0.882
4BS_HE57E1RP
brain-umap@2
medulloblastoma0.880
5BS_FKDQJJB5
brain-umap@2
medulloblastoma0.878
6BS_W644VEVE
brain-umap@2
medulloblastoma0.876
7TCGA-WA-A7GZ-01A-11R-A34R-07
head-neck@1
0.873
8085e4228-8ed7-44d7-9ab5-8a096434b650
colon-landscapes@1
0.870
9BS_JZRM1S3T
brain-umap@2
medulloblastoma0.867
10BS_2Z1MKS84
brain-umap@2
medulloblastoma0.867

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.586Inavolisib— uncovered
MYC_TARGETS_V20.561Idelalisib— uncovered
G2M_CHECKPOINT0.491Inavolisib— uncovered
MYC_TARGETS_V10.484Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.219Remibrutinib— uncovered
DNA_REPAIR0.197Idelalisib— uncovered
MTORC1_SIGNALING0.178Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.156Idelalisib— uncovered
MITOTIC_SPINDLE0.132Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.097Inavolisib— uncovered
KRAS_SIGNALING_DN0.093Remibrutinib— uncovered
SPERMATOGENESIS0.084Inavolisib— uncovered
PANCREAS_BETA_CELLS0.068Cobimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.037Idelalisib— uncovered
UV_RESPONSE_UP0.031Idelalisib— uncovered
P53_PATHWAY0.030Idelalisib— uncovered