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

MNG1027

499ad45e-2ec7-5f04-86d7-9c40da715e6c

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

  • INTERFERON_ALPHA_RESPONSE+0.515
  • PROTEIN_SECRETION+0.471
  • MITOTIC_SPINDLE+0.395
  • UNFOLDED_PROTEIN_RESPONSE+0.375
  • MYC_TARGETS_V1+0.372
  • INTERFERON_GAMMA_RESPONSE+0.362
  • MYC_TARGETS_V2+0.323
  • G2M_CHECKPOINT+0.287
  • UV_RESPONSE_DN+0.284
  • E2F_TARGETS+0.273

Top 10 suppressed

  • ANGIOGENESIS-0.445
  • PANCREAS_BETA_CELLS-0.385
  • TNFA_SIGNALING_VIA_NFKB-0.381
  • KRAS_SIGNALING_DN-0.369
  • COAGULATION-0.335
  • ESTROGEN_RESPONSE_LATE-0.264
  • SPERMATOGENESIS-0.253
  • HYPOXIA-0.215
  • KRAS_SIGNALING_UP-0.209
  • COMPLEMENT-0.182

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
1MNG1220
mng-umap@100
0.801
265567450-e04a-4251-9939-8d2545077236
melanoma-umap@29
0.784
3MNG819
mng-umap@100
0.784
4MNG240
mng-umap@100
0.781
5CBB97C4E-43C7-4257-A85E-1F72BA71EF91
brain-umap@2
0.776
6sclcMAD13022_S60.txt
lung-landscapes@6
cohortMD10.775
7MNG1196
mng-umap@100
0.771
8SRR13311170
bladder-landscape@3
0.770
9MNG966
mng-umap@100
0.768
10SRR934914
brain-umap@2
0.752

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.515Inavolisib— uncovered
PROTEIN_SECRETION0.471Remibrutinib— uncovered
MITOTIC_SPINDLE0.395Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.375Idelalisib— uncovered
MYC_TARGETS_V10.372Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.362Idelalisib— uncovered
MYC_TARGETS_V20.323Idelalisib— uncovered
G2M_CHECKPOINT0.287Inavolisib— uncovered
UV_RESPONSE_DN0.284Inavolisib— uncovered
E2F_TARGETS0.273Inavolisib— uncovered
DNA_REPAIR0.263Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.250Inavolisib— uncovered
TGF_BETA_SIGNALING0.238Inavolisib— uncovered
ANDROGEN_RESPONSE0.219Inavolisib— uncovered
PEROXISOME0.198Idelalisib— uncovered
FATTY_ACID_METABOLISM0.179Inavolisib— uncovered
ADIPOGENESIS0.173Inavolisib— uncovered
MTORC1_SIGNALING0.138Inavolisib— uncovered
HEME_METABOLISM0.121Temsirolimus— uncovered
APICAL_JUNCTION0.075Inavolisib— uncovered