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

MNG641

bd0cc5e0-06bb-5932-8826-26475a0619e9

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

  • E2F_TARGETS+0.386
  • PROTEIN_SECRETION+0.375
  • G2M_CHECKPOINT+0.351
  • MYC_TARGETS_V1+0.311
  • ANDROGEN_RESPONSE+0.210
  • UV_RESPONSE_DN+0.209
  • SPERMATOGENESIS+0.197
  • INTERFERON_ALPHA_RESPONSE+0.186
  • NOTCH_SIGNALING+0.159
  • PANCREAS_BETA_CELLS+0.111

Top 10 suppressed

  • HYPOXIA-0.368
  • TNFA_SIGNALING_VIA_NFKB-0.352
  • MYOGENESIS-0.330
  • MYC_TARGETS_V2-0.312
  • P53_PATHWAY-0.294
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.267
  • CHOLESTEROL_HOMEOSTASIS-0.235
  • ESTROGEN_RESPONSE_EARLY-0.228
  • IL6_JAK_STAT3_SIGNALING-0.192
  • GLYCOLYSIS-0.188

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1R144
bladder-landscape@3
0.842
2SJEPD030795_D2.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.797
3R411
bladder-landscape@3
0.793
4SRR3147748
colon-landscapes@1
0.790
5BS_X4X1SFSE
brain-umap@2
high-grade glioma0.790
6R137
bladder-landscape@3
0.785
7SRR650203
bladder-landscape@3
0.774
8SRR3147744
colon-landscapes@1
0.764
9MNG727
mng-umap@100
0.754
10MBCProject_0096_T1_RNA
breast-umap@18
C0.748

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.386Inavolisib— uncovered
PROTEIN_SECRETION0.375Remibrutinib— uncovered
G2M_CHECKPOINT0.351Inavolisib— uncovered
MYC_TARGETS_V10.311Inavolisib— uncovered
ANDROGEN_RESPONSE0.210Inavolisib— uncovered
UV_RESPONSE_DN0.209Inavolisib— uncovered
SPERMATOGENESIS0.197Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.186Inavolisib— uncovered
NOTCH_SIGNALING0.159Inavolisib— uncovered
PANCREAS_BETA_CELLS0.111Cobimetinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.106Remibrutinib— uncovered
PEROXISOME0.098Idelalisib— uncovered
KRAS_SIGNALING_UP0.077Inavolisib— uncovered
MTORC1_SIGNALING0.070Inavolisib— uncovered
BILE_ACID_METABOLISM0.060Inavolisib— uncovered
MITOTIC_SPINDLE0.055Inavolisib— uncovered
COMPLEMENT0.021Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.016Idelalisib— uncovered
FATTY_ACID_METABOLISM0.004Inavolisib— uncovered