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

MNG1129

b43ab72d-d8dc-5e18-9e6b-f4f4c0857d6c

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

  • PANCREAS_BETA_CELLS+0.502
  • SPERMATOGENESIS+0.355
  • COAGULATION+0.337
  • PEROXISOME+0.285
  • APICAL_SURFACE+0.252
  • KRAS_SIGNALING_DN+0.216
  • MYC_TARGETS_V1+0.188
  • ESTROGEN_RESPONSE_LATE+0.183
  • HEDGEHOG_SIGNALING+0.138
  • FATTY_ACID_METABOLISM+0.137

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.443
  • TNFA_SIGNALING_VIA_NFKB-0.406
  • IL6_JAK_STAT3_SIGNALING-0.357
  • P53_PATHWAY-0.348
  • WNT_BETA_CATENIN_SIGNALING-0.326
  • PI3K_AKT_MTOR_SIGNALING-0.300
  • MYC_TARGETS_V2-0.298
  • MITOTIC_SPINDLE-0.297
  • UV_RESPONSE_DN-0.257
  • UNFOLDED_PROTEIN_RESPONSE-0.237

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.

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

#SampleCancer typeSubtypecos similarity
1MNG1144
mng-umap@100
0.781
2SRR1433750
brain-umap@2
GTEX0.751
3SRR8943039
bladder-landscape@3
0.748
4MNG543
mng-umap@100
0.726
5SRR5088822
melanoma-umap@29
0.718
6MNG854
mng-umap@100
0.717
7MNG1052
mng-umap@100
0.716
8MNG250
mng-umap@100
0.714
9SRR1316963
brain-umap@2
GTEX0.708
1066326_S124
lung-landscapes@6
cohortA10.706

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
PANCREAS_BETA_CELLS0.502Cobimetinib— uncovered
SPERMATOGENESIS0.355Inavolisib— uncovered
COAGULATION0.337Binimetinib— uncovered
PEROXISOME0.285Idelalisib— uncovered
APICAL_SURFACE0.252Temsirolimus— uncovered
KRAS_SIGNALING_DN0.216Remibrutinib— uncovered
MYC_TARGETS_V10.188Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.183Idelalisib— uncovered
HEDGEHOG_SIGNALING0.138Inavolisib— uncovered
FATTY_ACID_METABOLISM0.137Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.093Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.084Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.075Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.068Remibrutinib— uncovered
BILE_ACID_METABOLISM0.067Inavolisib— uncovered
MYOGENESIS0.048Inavolisib— uncovered
E2F_TARGETS0.041Inavolisib— uncovered
APICAL_JUNCTION0.039Inavolisib— uncovered
COMPLEMENT0.030Inavolisib— uncovered
G2M_CHECKPOINT0.003Inavolisib— uncovered