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

MNG991

40dbcfc3-2143-5a67-8d93-f4364252af24

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 (0 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

No GSVA scores available for this sample.

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
1MNG318
mng-umap@100
0.856
2SRR10900571
melanoma-umap@29
0.856
320030005.Her2HRpos
breast-umap@18
A0.852
4TCGA-BH-A1EU-01A-11R-A137-07
breast-umap@18
A0.851
5MNG708
mng-umap@100
0.840
6SRR8613773
breast-umap@18
A0.834
7BS_CS170P7T
brain-umap@2
pilocytic astrocytoma0.833
8TCGA-A2-A0YK-01A-22R-A109-07
breast-umap@18
A0.829
9TCGA-55-6971-01A-11R-1949-07
lung-landscapes@6
cohortMD20.828
10SRR8613789
breast-umap@18
A0.823

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.482Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.446Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.400Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.365Idelalisib— uncovered
TGF_BETA_SIGNALING0.343Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.254Inavolisib— uncovered
UV_RESPONSE_DN0.238Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.232Inavolisib— uncovered
KRAS_SIGNALING_UP0.198Inavolisib— uncovered
IL2_STAT5_SIGNALING0.190Idelalisib— uncovered
P53_PATHWAY0.173Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.159Inavolisib— uncovered
COMPLEMENT0.152Inavolisib— uncovered
ANDROGEN_RESPONSE0.151Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.140Inavolisib— uncovered
APOPTOSIS0.139Idelalisib— uncovered
HEME_METABOLISM0.117Temsirolimus— uncovered
PROTEIN_SECRETION0.091Remibrutinib— uncovered
NOTCH_SIGNALING0.072Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.053Inavolisib— uncovered