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

MNG1173

7dfd3d1a-4999-5d56-8f8a-7735ee3f89dd

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

  • PROTEIN_SECRETION+0.350
  • ANDROGEN_RESPONSE+0.320
  • TGF_BETA_SIGNALING+0.287
  • UV_RESPONSE_DN+0.183
  • SPERMATOGENESIS+0.120
  • ESTROGEN_RESPONSE_EARLY+0.111
  • PANCREAS_BETA_CELLS+0.089
  • KRAS_SIGNALING_UP+0.085
  • ESTROGEN_RESPONSE_LATE+0.083
  • HEME_METABOLISM+0.046

Top 10 suppressed

  • MYC_TARGETS_V2-0.481
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.390
  • ANGIOGENESIS-0.322
  • ALLOGRAFT_REJECTION-0.319
  • UV_RESPONSE_UP-0.287
  • MYOGENESIS-0.282
  • IL6_JAK_STAT3_SIGNALING-0.281
  • UNFOLDED_PROTEIN_RESPONSE-0.271
  • INTERFERON_ALPHA_RESPONSE-0.245
  • CHOLESTEROL_HOMEOSTASIS-0.234

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
1TCGA-BH-A1F5-01A-12R-A13Q-07
breast-umap@18
B0.857
2MNG636
mng-umap@100
0.798
3R141
bladder-landscape@3
0.793
4TCGA-A7-A26E-01A-11R-A169-07
breast-umap@18
B0.789
5TCGA-A7-A13G-01A-11R-A13Q-07
breast-umap@18
D0.783
6SJEPD030399_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.778
784a15687-a977-43a1-b2b7-099ecdf21b2c
colon-landscapes@1
0.766
8R347
bladder-landscape@3
0.766
9SRR6013519
lung-landscapes@6
cohortA10.757
10TCGA-A7-A26E-01A-11R-A277-07
breast-umap@18
D0.755

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.350Remibrutinib— uncovered
ANDROGEN_RESPONSE0.320Inavolisib— uncovered
TGF_BETA_SIGNALING0.287Inavolisib— uncovered
UV_RESPONSE_DN0.183Inavolisib— uncovered
SPERMATOGENESIS0.120Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.111Inavolisib— uncovered
PANCREAS_BETA_CELLS0.089Cobimetinib— uncovered
KRAS_SIGNALING_UP0.085Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.083Idelalisib— uncovered
HEME_METABOLISM0.046Temsirolimus— uncovered
BILE_ACID_METABOLISM0.037Inavolisib— uncovered
FATTY_ACID_METABOLISM0.034Inavolisib— uncovered
MYC_TARGETS_V10.033Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.010Inavolisib— uncovered
NOTCH_SIGNALING0.007Inavolisib— uncovered
PEROXISOME0.001Idelalisib— uncovered