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‹ Mon · 4 May 2026
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Lactylation and liquid-liquid phase separation related genes influence prognosis and immune characteristics of diffuse large B-cell lymphoma patients

Four genetic markers in blood cancer patients predict outcomes and connect to immune patterns, offering a testable lead for future treatment strategies.

Four lactylation/liquid-liquid phase separation-related genes were identified as DLBCL prognostic markers, with a risk model validated in 1310 patients and correlation to immune microenvironment features. The study is exploratory and bioinformatics-driven, but the validated N and immune relevance make it a candidate for downstream experimental testing.

What the study was

Study design
Bioinformatics prognostic model construction and validation (multi-dataset GEO/bulk RNA-seq)
Population
DLBCL patients (GSE56315, GSE10846 N=414, external validation GSE181063 N=1310)
Sample size
1724
Category
Genomics/Precision Medicine
Maturity
Exploratory
Journal
Hematology (Amsterdam, Netherlands)

Why it surfaced

Bioinformatics DLBCL prognostic model with large validation cohort; exploratory but well-executed; no experimental validation or clinical prospective design.

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