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

MNG1042

553769a4-99cf-5038-a9dd-b5502c301c9d

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

  • DNA_REPAIR+0.330
  • PROTEIN_SECRETION+0.311
  • UV_RESPONSE_DN+0.311
  • TGF_BETA_SIGNALING+0.295
  • MITOTIC_SPINDLE+0.233
  • MYC_TARGETS_V1+0.206
  • ANDROGEN_RESPONSE+0.163
  • UNFOLDED_PROTEIN_RESPONSE+0.135
  • E2F_TARGETS+0.097
  • PI3K_AKT_MTOR_SIGNALING+0.092

Top 10 suppressed

  • ANGIOGENESIS-0.510
  • TNFA_SIGNALING_VIA_NFKB-0.399
  • APICAL_SURFACE-0.318
  • ALLOGRAFT_REJECTION-0.297
  • ESTROGEN_RESPONSE_LATE-0.291
  • COMPLEMENT-0.289
  • INFLAMMATORY_RESPONSE-0.274
  • KRAS_SIGNALING_DN-0.253
  • SPERMATOGENESIS-0.251
  • KRAS_SIGNALING_UP-0.236

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
1MNG1043
mng-umap@100
0.833
2MNG1224
mng-umap@100
0.813
3MDT-AP-0211
medullo-epn-umap@date-based
MedMedulloblastoma0.809
4MNG451
mng-umap@100
0.808
5MNG196
mng-umap@100
0.795
6MNG892
mng-umap@100
0.786
7MNG977
mng-umap@100
0.785
8MNG70
mng-umap@100
0.784
9MNG975
mng-umap@100
0.775
10959c268c-637f-4f39-a254-a505c57e8448
melanoma-umap@29
0.766

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
DNA_REPAIR0.330Idelalisib— uncovered
PROTEIN_SECRETION0.311Remibrutinib— uncovered
UV_RESPONSE_DN0.311Inavolisib— uncovered
TGF_BETA_SIGNALING0.295Inavolisib— uncovered
MITOTIC_SPINDLE0.233Inavolisib— uncovered
MYC_TARGETS_V10.206Inavolisib— uncovered
ANDROGEN_RESPONSE0.163Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.135Idelalisib— uncovered
E2F_TARGETS0.097Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.092Inavolisib— uncovered
ADIPOGENESIS0.077Inavolisib— uncovered
HEME_METABOLISM0.077Temsirolimus— uncovered
P53_PATHWAY0.063Idelalisib— uncovered
FATTY_ACID_METABOLISM0.040Inavolisib— uncovered
MYC_TARGETS_V20.029Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.020Inavolisib— uncovered
HEDGEHOG_SIGNALING0.011Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.002Inavolisib— uncovered