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

MNG1264

c0cb01fa-06c7-5dcf-bf03-d5997d64c566

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+0.287
  • PEROXISOME+0.245
  • APICAL_SURFACE+0.189
  • BILE_ACID_METABOLISM+0.183
  • ESTROGEN_RESPONSE_LATE+0.169
  • CHOLESTEROL_HOMEOSTASIS+0.158
  • ESTROGEN_RESPONSE_EARLY+0.155
  • KRAS_SIGNALING_DN+0.148
  • HEME_METABOLISM+0.147
  • XENOBIOTIC_METABOLISM+0.134

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.508
  • INTERFERON_GAMMA_RESPONSE-0.481
  • INTERFERON_ALPHA_RESPONSE-0.442
  • IL6_JAK_STAT3_SIGNALING-0.436
  • E2F_TARGETS-0.420
  • G2M_CHECKPOINT-0.400
  • MYC_TARGETS_V1-0.376
  • MYC_TARGETS_V2-0.334
  • INFLAMMATORY_RESPONSE-0.333
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.326

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
1aMVAC.P_003_TURBT_S220
bladder-landscape@3
0.851
2SRR1430288
brain-umap@2
GTEX0.841
3SRR1332796
brain-umap@2
GTEX0.839
4ERR2208949
melanoma-umap@29
0.837
5MNG1052
mng-umap@100
0.834
6SRR8613724
breast-umap@18
F0.832
7SRR1343481
brain-umap@2
GTEX0.831
8SRR25617843
breast-umap@18
B0.830
9SRR6079984
head-neck@1
0.825
10TCGA-CF-A3MH-01A-11R-A20F-07
bladder-landscape@3
0.823

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.287Inavolisib— uncovered
PEROXISOME0.245Idelalisib— uncovered
APICAL_SURFACE0.189Temsirolimus— uncovered
BILE_ACID_METABOLISM0.183Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.169Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.158Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.155Inavolisib— uncovered
KRAS_SIGNALING_DN0.148Remibrutinib— uncovered
HEME_METABOLISM0.147Temsirolimus— uncovered
XENOBIOTIC_METABOLISM0.134Inavolisib— uncovered
MYOGENESIS0.133Inavolisib— uncovered
UV_RESPONSE_UP0.133Idelalisib— uncovered
ADIPOGENESIS0.110Inavolisib— uncovered
APICAL_JUNCTION0.101Inavolisib— uncovered
COAGULATION0.077Binimetinib— uncovered
PANCREAS_BETA_CELLS0.068Cobimetinib— uncovered
SPERMATOGENESIS0.067Inavolisib— uncovered
FATTY_ACID_METABOLISM0.028Inavolisib— uncovered
NOTCH_SIGNALING0.018Inavolisib— uncovered
GLYCOLYSIS0.015Inavolisib— uncovered