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

MNG263

820b01a8-a82b-5a8b-834d-c45a47508262

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

  • OXIDATIVE_PHOSPHORYLATION+0.565
  • E2F_TARGETS+0.442
  • G2M_CHECKPOINT+0.374
  • CHOLESTEROL_HOMEOSTASIS+0.293
  • PANCREAS_BETA_CELLS+0.287
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.270
  • DNA_REPAIR+0.251
  • MYC_TARGETS_V1+0.246
  • MTORC1_SIGNALING+0.243
  • MYC_TARGETS_V2+0.235

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.429
  • UV_RESPONSE_DN-0.358
  • ANDROGEN_RESPONSE-0.319
  • IL6_JAK_STAT3_SIGNALING-0.296
  • PROTEIN_SECRETION-0.288
  • PI3K_AKT_MTOR_SIGNALING-0.249
  • ANGIOGENESIS-0.241
  • INFLAMMATORY_RESPONSE-0.227
  • IL2_STAT5_SIGNALING-0.207
  • HEDGEHOG_SIGNALING-0.206

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
1SRR8942959
bladder-landscape@3
0.808
2SRR11296848
colon-landscapes@1
0.797
3TCGA-UU-A93S-01A-21R-A41B-07
breast-umap@18
C0.791
4MNG713
mng-umap@100
0.778
5MNG158
mng-umap@100
0.774
6TCGA-OR-A5JE-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.773
7SRR8518230
breast-umap@18
E0.773
8TCGA-Z7-A8R6-01A-11R-A41B-07
breast-umap@18
B0.772
9f20785b9-991d-4b87-8ba7-ca32373f1996
melanoma-umap@29
0.764
10FFAA0A2D-49B7-4491-9B22-C82CCF1501D0
brain-umap@2
0.763

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.565Remibrutinib— uncovered
E2F_TARGETS0.442Inavolisib— uncovered
G2M_CHECKPOINT0.374Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.293Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.287Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.270Inavolisib— uncovered
DNA_REPAIR0.251Idelalisib— uncovered
MYC_TARGETS_V10.246Inavolisib— uncovered
MTORC1_SIGNALING0.243Inavolisib— uncovered
MYC_TARGETS_V20.235Idelalisib— uncovered
FATTY_ACID_METABOLISM0.215Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.149Inavolisib— uncovered
KRAS_SIGNALING_DN0.134Remibrutinib— uncovered
SPERMATOGENESIS0.132Inavolisib— uncovered
GLYCOLYSIS0.131Inavolisib— uncovered
UV_RESPONSE_UP0.130Idelalisib— uncovered
ADIPOGENESIS0.122Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.113Idelalisib— uncovered
MYOGENESIS0.109Inavolisib— uncovered
BILE_ACID_METABOLISM0.108Inavolisib— uncovered