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

MNG1065

8816cce6-99d1-571a-aa37-e5967e31c48f

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

  • UNFOLDED_PROTEIN_RESPONSE+0.338
  • G2M_CHECKPOINT+0.229
  • E2F_TARGETS+0.191
  • INTERFERON_ALPHA_RESPONSE+0.176
  • PROTEIN_SECRETION+0.173
  • INTERFERON_GAMMA_RESPONSE+0.127
  • IL6_JAK_STAT3_SIGNALING+0.113
  • DNA_REPAIR+0.108
  • MITOTIC_SPINDLE+0.108
  • MTORC1_SIGNALING+0.079

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.394
  • ANGIOGENESIS-0.319
  • ESTROGEN_RESPONSE_EARLY-0.310
  • ESTROGEN_RESPONSE_LATE-0.303
  • MYOGENESIS-0.253
  • UV_RESPONSE_DN-0.245
  • APICAL_JUNCTION-0.244
  • ADIPOGENESIS-0.206
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.195
  • KRAS_SIGNALING_UP-0.186

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
1s0122212
melanoma-umap@29
0.741
2SRR15030894
colon-landscapes@1
0.712
3MNG823
mng-umap@100
0.705
4SRR1313128
breast-umap@18
D0.702
587dc0bab-b318-47ec-a9a3-819a7388e731
melanoma-umap@29
0.696
6AUR-AE6Y-TTP1-A-1-0-R-A741-41
breast-umap@18
D0.690
71b0a23c2-785d-4a14-b673-86c97ceff401
melanoma-umap@29
0.680
8TCGA-55-A4DF-01A-11R-A24H-07
lung-landscapes@6
cohortA30.679
9SRR2016974
head-neck@1
0.673
10TCGA-AR-A24H-01A-11R-A169-07
breast-umap@18
B0.672

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
UNFOLDED_PROTEIN_RESPONSE0.338Idelalisib— uncovered
G2M_CHECKPOINT0.229Inavolisib— uncovered
E2F_TARGETS0.191Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.176Inavolisib— uncovered
PROTEIN_SECRETION0.173Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.127Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.113Inavolisib— uncovered
DNA_REPAIR0.108Idelalisib— uncovered
MITOTIC_SPINDLE0.108Inavolisib— uncovered
MTORC1_SIGNALING0.079Inavolisib— uncovered
FATTY_ACID_METABOLISM0.073Inavolisib— uncovered
SPERMATOGENESIS0.059Inavolisib— uncovered
HEDGEHOG_SIGNALING0.041Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.033Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.031Inavolisib— uncovered