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

C3L-02968

· cohortSQ2

24ecba93-a578-5ae3-9eda-72bebfff91ae

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
cohortSQ2
subtype
cohortSQ2
age_years
64.83778234

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
1SRR33346959
bladder-landscape@3
0.741
28cb3ba59-cfa2-4529-87a4-80d3f7be1332
melanoma-umap@29
0.727
3SRR8613767
breast-umap@18
E0.711
4MNG800
mng-umap@100
0.707
5AUR-AFR5-TTP1-A-1-1-R-A743-41
breast-umap@18
D0.666
6TCGA-EW-A6SB-01A-12R-A32P-07
breast-umap@18
E0.662
7TCGA-E2-A1B6-01A-31R-A12P-07
breast-umap@18
D0.654
8TCGA-A2-A3Y0-01A-11R-A239-07
breast-umap@18
E0.651
9TCGA-OL-A5D7-01A-11R-A27Q-07
breast-umap@18
E0.647
10c4779698-5c81-4eed-80ac-80fdd47f658b
colon-landscapes@1
0.646

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.480Idelalisib— uncovered
ALLOGRAFT_REJECTION0.340Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.310Inavolisib— uncovered
KRAS_SIGNALING_DN0.250Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.230Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.220Idelalisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.120Idelalisib— uncovered
P53_PATHWAY0.120Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
HEDGEHOG_SIGNALING0.070Inavolisib— uncovered
IL2_STAT5_SIGNALING0.070Idelalisib— uncovered
MYC_TARGETS_V10.070Inavolisib— uncovered
PANCREAS_BETA_CELLS0.060Cobimetinib— uncovered
E2F_TARGETS0.050Inavolisib— uncovered
APICAL_SURFACE0.040Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.030Idelalisib— uncovered
KRAS_SIGNALING_UP0.030Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.020Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.020Inavolisib— uncovered