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

MNG673

6ba3cd22-8fdb-5df7-bb12-215906e5673c

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

  • PROTEIN_SECRETION+0.370
  • SPERMATOGENESIS+0.226
  • G2M_CHECKPOINT+0.222
  • MITOTIC_SPINDLE+0.220
  • MYC_TARGETS_V2+0.209
  • WNT_BETA_CATENIN_SIGNALING+0.125
  • ANDROGEN_RESPONSE+0.110
  • UNFOLDED_PROTEIN_RESPONSE+0.110
  • E2F_TARGETS+0.088
  • BILE_ACID_METABOLISM+0.084

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.490
  • INTERFERON_GAMMA_RESPONSE-0.453
  • TNFA_SIGNALING_VIA_NFKB-0.442
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.410
  • IL6_JAK_STAT3_SIGNALING-0.388
  • ALLOGRAFT_REJECTION-0.378
  • INFLAMMATORY_RESPONSE-0.323
  • CHOLESTEROL_HOMEOSTASIS-0.298
  • P53_PATHWAY-0.282
  • KRAS_SIGNALING_UP-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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-E9-A1R7-01A-11R-A14M-07
breast-umap@18
B0.868
22e15a781-21c1-421b-9e92-6d2d414e0d14
colon-landscapes@1
0.857
3TCGA-D8-A1XR-01A-11R-A14M-07
breast-umap@18
B0.854
4TCGA-BH-A0HL-01A-11R-A10U-07
breast-umap@18
B0.851
5TCGA-E2-A15T-01A-11R-A115-07
breast-umap@18
B0.849
6TCGA-C8-A12M-01A-11R-A115-07
breast-umap@18
B0.847
7TCGA-A7-A3IZ-01A-11R-A213-07
breast-umap@18
B0.847
8MNG239
mng-umap@100
0.845
9TCGA-E2-A15R-01A-11R-A115-07
breast-umap@18
B0.844
10e8db6fe2-7a97-4f20-a7e0-9600f0e58800
melanoma-umap@29
0.837

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
PROTEIN_SECRETION0.370Remibrutinib— uncovered
SPERMATOGENESIS0.226Inavolisib— uncovered
G2M_CHECKPOINT0.222Inavolisib— uncovered
MITOTIC_SPINDLE0.220Inavolisib— uncovered
MYC_TARGETS_V20.209Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.125Inavolisib— uncovered
ANDROGEN_RESPONSE0.110Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.110Idelalisib— uncovered
E2F_TARGETS0.088Inavolisib— uncovered
BILE_ACID_METABOLISM0.084Inavolisib— uncovered
MYC_TARGETS_V10.082Inavolisib— uncovered
UV_RESPONSE_UP0.078Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.058Inavolisib— uncovered
HEME_METABOLISM0.058Temsirolimus— uncovered
TGF_BETA_SIGNALING0.053Inavolisib— uncovered
NOTCH_SIGNALING0.047Inavolisib— uncovered
DNA_REPAIR0.029Idelalisib— uncovered
PANCREAS_BETA_CELLS0.012Cobimetinib— uncovered
ESTROGEN_RESPONSE_LATE0.011Idelalisib— uncovered