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

39777F3A-0854-4C8E-9FF4-9A1369C4733D

3c44dd08-a554-564c-9c40-23942caf5b94

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
overall_survival_months
84.26412614980289
age_years
32
sex
Male

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.

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

#SampleCancer typeSubtypecos similarity
163E967C4-863F-4253-ADFE-3CDC13B6187A
brain-umap@2
0.890
2SRR934863
brain-umap@2
0.876
315838786-D895-4F63-88A9-BDE627AE7958
brain-umap@2
0.871
44880B586-BA92-48B2-A233-5C245D2E31C0
brain-umap@2
0.871
5AB522ACF-5D84-41B0-9671-CE2511EBD94F
brain-umap@2
0.868
64BB9587B-88CB-4BD9-BE1D-2CDF61337579
brain-umap@2
0.864
7F90967A5-96C6-4669-BCFB-0C51F539B0E7
brain-umap@2
0.862
8SRR934944
brain-umap@2
0.861
96A30D8D0-DDB8-4B34-8BCB-46986144F551
brain-umap@2
0.857
1031A652B1-3BEB-4D78-BCA0-4C153EBC41E8
brain-umap@2
0.856

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.540Idelalisib— uncovered
MYC_TARGETS_V10.430Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.414Inavolisib— uncovered
TGF_BETA_SIGNALING0.379Inavolisib— uncovered
NOTCH_SIGNALING0.375Inavolisib— uncovered
E2F_TARGETS0.372Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.363Idelalisib— uncovered
DNA_REPAIR0.355Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.346Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.344Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.322Idelalisib— uncovered
G2M_CHECKPOINT0.294Inavolisib— uncovered
ALLOGRAFT_REJECTION0.266Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.257Remibrutinib— uncovered
P53_PATHWAY0.239Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.201Inavolisib— uncovered
MITOTIC_SPINDLE0.189Inavolisib— uncovered
APOPTOSIS0.163Idelalisib— uncovered
MTORC1_SIGNALING0.146Inavolisib— uncovered
GLYCOLYSIS0.116Inavolisib— uncovered