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

MNG580

4165d269-168c-5b42-8f8c-805af41c335e

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

  • ALLOGRAFT_REJECTION+0.439
  • OXIDATIVE_PHOSPHORYLATION+0.354
  • P53_PATHWAY+0.273
  • INFLAMMATORY_RESPONSE+0.239
  • INTERFERON_GAMMA_RESPONSE+0.221
  • INTERFERON_ALPHA_RESPONSE+0.211
  • IL6_JAK_STAT3_SIGNALING+0.167
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.164
  • IL2_STAT5_SIGNALING+0.156
  • KRAS_SIGNALING_UP+0.153

Top 10 suppressed

  • G2M_CHECKPOINT-0.523
  • PROTEIN_SECRETION-0.475
  • MITOTIC_SPINDLE-0.459
  • E2F_TARGETS-0.405
  • MTORC1_SIGNALING-0.342
  • UNFOLDED_PROTEIN_RESPONSE-0.328
  • ANDROGEN_RESPONSE-0.316
  • MYC_TARGETS_V2-0.308
  • HEDGEHOG_SIGNALING-0.276
  • UV_RESPONSE_DN-0.275

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
1TCGA-5L-AAT1-01A-12R-A41B-07
breast-umap@18
A0.875
2TCGA-E7-A519-01A-11R-A26T-07
bladder-landscape@3
0.846
3TCGA-WT-AB41-01A-11R-A41B-07
breast-umap@18
B0.839
4SRR5088872
melanoma-umap@29
0.830
5TCGA-A2-A0CR-01A-11R-A22K-07
breast-umap@18
B0.827
6TCGA-OR-A5LN-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.825
7TCGA-E9-A5FK-01A-11R-A27Q-07
breast-umap@18
B0.820
8DRR168526
bladder-landscape@3
0.816
9TCGA-BA-A6DB-01A-11R-A30B-07
head-neck@1
0.815
10TCGA-44-2661-01A-01R-1107-07
lung-landscapes@6
cohortA10.804

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
ALLOGRAFT_REJECTION0.439Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.354Remibrutinib— uncovered
P53_PATHWAY0.273Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.239Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.221Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.211Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.167Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.164Inavolisib— uncovered
IL2_STAT5_SIGNALING0.156Idelalisib— uncovered
KRAS_SIGNALING_UP0.153Inavolisib— uncovered
ADIPOGENESIS0.120Inavolisib— uncovered
PANCREAS_BETA_CELLS0.119Cobimetinib— uncovered
DNA_REPAIR0.113Idelalisib— uncovered
APICAL_SURFACE0.108Temsirolimus— uncovered
NOTCH_SIGNALING0.108Inavolisib— uncovered
COMPLEMENT0.106Inavolisib— uncovered
COAGULATION0.080Binimetinib— uncovered
KRAS_SIGNALING_DN0.073Remibrutinib— uncovered
MYOGENESIS0.057Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.046Inavolisib— uncovered