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

C3L-02661

· cohortA1

0b78457e-749b-5f1b-9b0e-7dc1bb8fca1c

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
cohortA1
subtype
cohortA1
age_years
59.22518823

GSVA pathway preview (0 Hallmark scores)

MeasuredDerivedReference

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

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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
1SRR6013521
lung-landscapes@6
cohortA10.817
2TCGA-D8-A1XB-01A-11R-A14D-07
breast-umap@18
A0.812
3MBCProject_0044_T1_RNA
breast-umap@18
A0.802
4SRR8613779
breast-umap@18
D0.792
5ERR2208936
melanoma-umap@29
0.789
6SRR10900592
melanoma-umap@29
0.772
77b3b5487-3788-4498-b9a2-0fd77967ad66
colon-landscapes@1
0.772
8TCGA-56-8626-01A-11R-2403-07
lung-landscapes@6
cohortSQ10.770
9MBCProject_0832_T1_RNA
breast-umap@18
A0.765
10SRR1516096
bladder-landscape@3
0.756

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.580Inavolisib— uncovered
ANGIOGENESIS0.520Remibrutinib— uncovered
TGF_BETA_SIGNALING0.440Inavolisib— uncovered
NOTCH_SIGNALING0.380Inavolisib— uncovered
APICAL_JUNCTION0.330Inavolisib— uncovered
MYOGENESIS0.250Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.210Inavolisib— uncovered
UV_RESPONSE_DN0.190Inavolisib— uncovered
MITOTIC_SPINDLE0.180Inavolisib— uncovered
PROTEIN_SECRETION0.140Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.130Inavolisib— uncovered
HYPOXIA0.120Idelalisib— uncovered
COAGULATION0.110Binimetinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
APICAL_SURFACE0.080Temsirolimus— uncovered
UNFOLDED_PROTEIN_RESPONSE0.020Idelalisib— uncovered
HEME_METABOLISM0.010Temsirolimus— uncovered