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

MNG112

1ade255b-6f1a-5ea3-97e7-ab0511bac2b9

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

  • CHOLESTEROL_HOMEOSTASIS+0.268
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.258
  • OXIDATIVE_PHOSPHORYLATION+0.242
  • ADIPOGENESIS+0.227
  • COAGULATION+0.226
  • PEROXISOME+0.217
  • KRAS_SIGNALING_DN+0.215
  • XENOBIOTIC_METABOLISM+0.193
  • UV_RESPONSE_UP+0.165
  • WNT_BETA_CATENIN_SIGNALING+0.153

Top 10 suppressed

  • G2M_CHECKPOINT-0.355
  • E2F_TARGETS-0.317
  • MITOTIC_SPINDLE-0.204
  • PROTEIN_SECRETION-0.172
  • ANGIOGENESIS-0.168
  • UV_RESPONSE_DN-0.165
  • MTORC1_SIGNALING-0.111
  • PI3K_AKT_MTOR_SIGNALING-0.088
  • KRAS_SIGNALING_UP-0.086
  • NOTCH_SIGNALING-0.079

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MNG610
mng-umap@100
0.760
2131e315e-6653-4199-b653-42b81644dad9
colon-landscapes@1
0.750
3MNG1262
mng-umap@100
0.727
4b83a1cf6-50a6-44fa-834d-8b3df88149fa
colon-landscapes@1
0.705
5MNG1090
mng-umap@100
0.701
6SRR23303751
bladder-landscape@3
0.698
7SRR25043613
head-neck@1
0.691
89c8140ab-454c-4f62-aa6e-d1cfe4e498e0
colon-landscapes@1
0.688
9SRR9879284
lung-landscapes@6
cohortA10.683
10SAMN03290901
melanoma-umap@29
0.677

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
CHOLESTEROL_HOMEOSTASIS0.268Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.258Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.242Remibrutinib— uncovered
ADIPOGENESIS0.227Inavolisib— uncovered
COAGULATION0.226Binimetinib— uncovered
PEROXISOME0.217Idelalisib— uncovered
KRAS_SIGNALING_DN0.215Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.193Inavolisib— uncovered
UV_RESPONSE_UP0.165Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.153Inavolisib— uncovered
ALLOGRAFT_REJECTION0.147Idelalisib— uncovered
COMPLEMENT0.146Inavolisib— uncovered
APOPTOSIS0.139Idelalisib— uncovered
MYC_TARGETS_V20.114Idelalisib— uncovered
HEDGEHOG_SIGNALING0.113Inavolisib— uncovered
DNA_REPAIR0.106Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.097Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.094Inavolisib— uncovered
MYC_TARGETS_V10.091Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.087Inavolisib— uncovered