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

MNG1234

b03f44d5-3e46-5b16-8894-c137e86cfd3c

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

  • TGF_BETA_SIGNALING+0.457
  • ESTROGEN_RESPONSE_EARLY+0.392
  • TNFA_SIGNALING_VIA_NFKB+0.381
  • ESTROGEN_RESPONSE_LATE+0.325
  • APICAL_JUNCTION+0.307
  • ANDROGEN_RESPONSE+0.297
  • MITOTIC_SPINDLE+0.297
  • APICAL_SURFACE+0.291
  • ANGIOGENESIS+0.281
  • APOPTOSIS+0.278

Top 10 suppressed

  • MYC_TARGETS_V2-0.332
  • ALLOGRAFT_REJECTION-0.265
  • UNFOLDED_PROTEIN_RESPONSE-0.264
  • MYC_TARGETS_V1-0.227
  • OXIDATIVE_PHOSPHORYLATION-0.152
  • MTORC1_SIGNALING-0.133
  • E2F_TARGETS-0.067
  • PANCREAS_BETA_CELLS-0.029
  • SPERMATOGENESIS-0.012
  • IL6_JAK_STAT3_SIGNALING+0.003

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
1TCGA-60-2707-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.848
2MNG1059
mng-umap@100
0.784
3TCGA-GC-A3OO-01A-11R-A22U-07
bladder-landscape@3
0.757
4SRR12475109
colon-landscapes@1
0.754
5MBCProject_4733_T1_RNA
breast-umap@18
A0.754
6SRR12696728
melanoma-umap@29
0.754
7718de66e-06d2-4c2c-8b2d-e40087c4340c
melanoma-umap@29
0.750
8MNG119
mng-umap@100
0.749
9TCGA-95-7039-01A-11R-1949-07
lung-landscapes@6
cohortA10.746
10MNG1012
mng-umap@100
0.739

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TGF_BETA_SIGNALING0.457Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.392Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.381Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.325Idelalisib— uncovered
APICAL_JUNCTION0.307Inavolisib— uncovered
ANDROGEN_RESPONSE0.297Inavolisib— uncovered
MITOTIC_SPINDLE0.297Inavolisib— uncovered
APICAL_SURFACE0.291Temsirolimus— uncovered
ANGIOGENESIS0.281Remibrutinib— uncovered
APOPTOSIS0.278Idelalisib— uncovered
HYPOXIA0.275Idelalisib— uncovered
UV_RESPONSE_DN0.273Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.239Remibrutinib— uncovered
COAGULATION0.232Binimetinib— uncovered
INTERFERON_ALPHA_RESPONSE0.228Inavolisib— uncovered
GLYCOLYSIS0.226Inavolisib— uncovered
ADIPOGENESIS0.210Inavolisib— uncovered
P53_PATHWAY0.203Idelalisib— uncovered
COMPLEMENT0.190Inavolisib— uncovered
HEDGEHOG_SIGNALING0.187Inavolisib— uncovered