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

MNG965

e05b7fcd-d59c-5129-a884-5a21ac340691

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

  • HEDGEHOG_SIGNALING+0.376
  • BILE_ACID_METABOLISM+0.336
  • COAGULATION+0.319
  • PANCREAS_BETA_CELLS+0.260
  • KRAS_SIGNALING_DN+0.251
  • CHOLESTEROL_HOMEOSTASIS+0.250
  • ESTROGEN_RESPONSE_LATE+0.250
  • XENOBIOTIC_METABOLISM+0.247
  • GLYCOLYSIS+0.227
  • ESTROGEN_RESPONSE_EARLY+0.215

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.445
  • IL6_JAK_STAT3_SIGNALING-0.346
  • E2F_TARGETS-0.311
  • INTERFERON_GAMMA_RESPONSE-0.306
  • INFLAMMATORY_RESPONSE-0.300
  • G2M_CHECKPOINT-0.285
  • INTERFERON_ALPHA_RESPONSE-0.250
  • MYC_TARGETS_V1-0.235
  • TNFA_SIGNALING_VIA_NFKB-0.228
  • PROTEIN_SECRETION-0.213

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR8613710
breast-umap@18
F0.842
2SRR8613741
breast-umap@18
F0.811
3SRR8518125
breast-umap@18
F0.781
4MNG1264
mng-umap@100
0.768
5TCGA-OR-A5J3-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.764
6MNG290
mng-umap@100
0.764
759364db9-7bf7-4a15-9798-8e3886078012
melanoma-umap@29
0.763
8290b89f5-2a44-424b-b77d-a190dcb93e07
colon-landscapes@1
0.760
9MNG247
mng-umap@100
0.758
10ae30907a-a08a-44f3-b656-b0ba9729c8e7
melanoma-umap@29
0.754

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.376Inavolisib— uncovered
BILE_ACID_METABOLISM0.336Inavolisib— uncovered
COAGULATION0.319Binimetinib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
KRAS_SIGNALING_DN0.251Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.250Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.250Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.247Inavolisib— uncovered
GLYCOLYSIS0.227Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.215Inavolisib— uncovered
PEROXISOME0.180Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.178Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.165Inavolisib— uncovered
P53_PATHWAY0.152Idelalisib— uncovered
HYPOXIA0.151Idelalisib— uncovered
ANGIOGENESIS0.132Remibrutinib— uncovered
NOTCH_SIGNALING0.106Inavolisib— uncovered
HEME_METABOLISM0.105Temsirolimus— uncovered
ADIPOGENESIS0.095Inavolisib— uncovered
MYOGENESIS0.089Inavolisib— uncovered