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

C3L-02130

· cohortSQ1

fe5d8577-4e06-5976-bf61-6f9d35a8a6f7

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
cohortSQ1
subtype
cohortSQ1
age_years
70.92950034

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
1SRR12475169
colon-landscapes@1
0.846
2SRR8943009
bladder-landscape@3
0.839
3SRR8526723
lung-landscapes@6
cohortA10.815
4TCGA-C8-A135-01A-11R-A115-07
breast-umap@18
C0.806
5TCGA-52-7811-01A-11R-2125-07
lung-landscapes@6
cohortSQ10.803
6TCGA-34-5236-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.802
76a8cad2e-350a-4c0b-9680-41d83ef1eb5d
colon-landscapes@1
0.799
8MNG1297
mng-umap@100
0.795
9TCGA-68-7756-01A-11R-2125-07
lung-landscapes@6
cohortSQ10.790
10TCGA-CR-5247-01A-01R-2016-07
head-neck@1
0.782

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.560Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.400Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.350Remibrutinib— uncovered
HYPOXIA0.330Idelalisib— uncovered
MTORC1_SIGNALING0.320Inavolisib— uncovered
ANDROGEN_RESPONSE0.310Inavolisib— uncovered
MYOGENESIS0.310Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.290Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.280Inavolisib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.270Idelalisib— uncovered
APICAL_JUNCTION0.260Inavolisib— uncovered
APOPTOSIS0.260Idelalisib— uncovered
E2F_TARGETS0.260Inavolisib— uncovered
FATTY_ACID_METABOLISM0.210Inavolisib— uncovered
G2M_CHECKPOINT0.210Inavolisib— uncovered
GLYCOLYSIS0.210Inavolisib— uncovered
MYC_TARGETS_V20.210Idelalisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
UV_RESPONSE_DN0.200Inavolisib— uncovered