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

MNG717

281a4f35-dc6a-5fa0-8c0c-56197f16525a

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.

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

#SampleCancer typeSubtypecos similarity
1SRR12202409
bladder-landscape@3
0.844
2MBCProject_0988_T1_RNA
breast-umap@18
B0.802
344f9e45d-d779-4865-8f10-d085d5d25447
melanoma-umap@29
0.799
440b92a76-f324-4cdd-8209-517d021acd47
melanoma-umap@29
0.784
5c0054cf0-8f4b-47b6-a8fc-63a1fd36bcc7
melanoma-umap@29
0.777
6SAMN03290915
melanoma-umap@29
0.776
706c948c5-b714-40b8-b4ce-814effef62c7
melanoma-umap@29
0.772
8SJEPD001521_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.769
9SJEPD001505_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.753
109a4f9e4a-dc97-4f8d-9075-537b62fb98d3
melanoma-umap@29
0.751

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ESTROGEN_RESPONSE_LATE0.367Idelalisib— uncovered
MYOGENESIS0.358Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.342Remibrutinib— uncovered
KRAS_SIGNALING_DN0.341Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.320Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.317Inavolisib— uncovered
COAGULATION0.277Binimetinib— uncovered
ANGIOGENESIS0.274Remibrutinib— uncovered
APICAL_JUNCTION0.231Inavolisib— uncovered
BILE_ACID_METABOLISM0.213Inavolisib— uncovered
HYPOXIA0.213Idelalisib— uncovered
UV_RESPONSE_UP0.206Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.204Inavolisib— uncovered
P53_PATHWAY0.195Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.179Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.164Inavolisib— uncovered
PEROXISOME0.163Idelalisib— uncovered
APICAL_SURFACE0.150Temsirolimus— uncovered
FATTY_ACID_METABOLISM0.139Inavolisib— uncovered
SPERMATOGENESIS0.136Inavolisib— uncovered