Prognostic genes related to mitochondrial dynamics and mitophagy in diffuse large B-cell lymphoma are identified and validated using an integrated analysis of bulk and single-cell RNA sequencing

<i>TCF7</i>, <i>CEBPA</i>, <i>BBC3</i>, <i>GALR3</i>, <i>BMP8B</i>, and <i>BAALC</i> were identified as novel lysosomal pathway-enriched prognostic genes in DLBCL. Our validated composite model demonstrated strong predictive power. These findings establish an association between high-risk disease and specific tumor microenvironment alterations (M0 macrophages), epitranscriptomic dysregulation (m6A), and therapeutic vulnerabilities, providing valuable insights for refining prognosis and advancing targeted therapies for DLBCL.

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Publication Details

Journal
Frontiers in Immunology
Published
2025-10-09
DOI
https://doi.org/10.3389/fimmu.2025.1686948
Primary Topic
Lymphoma Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00
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article

Prognostic genes related to mitochondrial dynamics and mitophagy in diffuse large B-cell lymphoma are identified and validated using an integrated analysis of bulk and single-cell RNA sequencing

Qiaoxian Lin, Zhiyong Zeng, Jinlong Huang, Jizhen Wang et al.
Frontiers in Immunology
Lymphoma Diagnosis and Treatment
article

Prognostic genes related to mitochondrial dynamics and mitophagy in diffuse large B-cell lymphoma are identified and validated using an integrated analysis of bulk and single-cell RNA sequencing

Qiaoxian Lin, Zhiyong Zeng, Jinlong Huang, Jizhen Wang, Qingjiao Chen, Guilan Lai, Xiaolin Zhu, Xiaoqiang Zheng, Jun‐Fang Lin, Junmin Chen, Min Chen, Jinfeng Dong, Meihong Zheng, Apeng Yang
article en

Abstract

<i>TCF7</i>, <i>CEBPA</i>, <i>BBC3</i>, <i>GALR3</i>, <i>BMP8B</i>, and <i>BAALC</i> were identified as novel lysosomal pathway-enriched prognostic genes in DLBCL. Our validated composite model demonstrated strong predictive power. These findings establish an association between high-risk disease and specific tumor microenvironment alterations (M0 macrophages), epitranscriptomic dysregulation (m6A), and therapeutic vulnerabilities, providing valuable insights for refining prognosis and advancing targeted therapies for DLBCL.

Frontiers in ImmunologyVol. 16
Fujian Medical University (CN), First Affiliated Hospital of Fujian Medical University (CN), Community Health Center (US), Fuzhou University (CN)
Openalex Percentile: Top 60%
Lymphoma Diagnosis and Treatment
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Prognostic genes related to mitochondrial dynamics and mitophagy in diffuse large B-cell lymphoma are identified and validated using an integrated analysis of bulk and single-cell RNA sequencing — Qiaoxian Lin, Zhiyong Zeng, et al. · Frontiers in Immunology (2025) | TGRS Research Map | TGRS