Evidence map›Paper›PMID 40993727›Full record

ArticleJournal of translational medicine2025

SH3BP5-driven metabolic-immune crosstalk in DLBCL: a prognostic biomarker and therapeutic target for reshaping immunosuppressive microenvironment.

Tong Wu, Yi Yang, Yuan Zong, Jiawen Zhao, Xiaoyu Zhao, Lei Li, Yiming Gao, Ning Li, Liting Jiang, Yinyin Xie

Abstract read
In one paragraph

Article in Journal of translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Tong Wu *Department of Stomatology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, Shanghai, 200025, People's Republic of China.
Yi Yang *Department of Stomatology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, Shanghai, 200025, People's Republic of China.
Yuan Zong *Department of Stomatology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, Shanghai, 200025, People's Republic of China.
Jiawen Zhao *Department of Stomatology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, Shanghai, 200025, People's Republic of China.
Xiaoyu ZhaoDepartment of Stomatology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, Shanghai, 200025, People's Republic of China.
Lei LiDepartment of Pathology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, People's Republic of China.
Yiming GaoDepartment of Stomatology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, Shanghai, 200025, People's Republic of China.
Ning LiDepartment of Stomatology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, Shanghai, 200025, People's Republic of China. liningman@126.com.
Liting JiangDepartment of Stomatology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, College of Stomatology, Shanghai Jiao Tong University, Shanghai, 200025, People's Republic of China. drjiangliting@163.com.ORCID 0000-0002-2342-2017
Yinyin XieShanghai Institute of Hematology, State Key Laboratory of Medical Genomics, National Research Center for Translational Medicine at Shanghai, Ruijin HospitalAffiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, People's Republic of China. yyin_xie@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDiffuse large B-cell lymphoma (DLBCL) is a highly heterogeneous and aggressive hematologic malignancy, with the activated B-cell-like (ABC) subtype displaying particularly poor prognosis due to inherent treatment resistance and elevated recurrence rates. Despite advances in targeted therapies and immunotherapies, a significant proportion of patients experience relapse or refractory disease, highlighting the urgent need for novel biomarkers and innovative therapeutic strategies to improve clinical outcomes.

methodsA multi-dimensional analysis of SH3BP5 expression was performed across DLBCL subtypes, integrating transcriptomic, proteomic, and clinical datasets to assess its correlation with immune infiltration, tumor metabolism, and patient prognosis. Single-cell RNA sequencing data were employed to examine the tumor microenvironment (TME) with higher resolution. Further analysis of the association between SH3BP5 and immune checkpoint gene expression was conducted to explore its potential role in immunotherapy response. Functional in vitro assays were carried out to assess the impact of SH3BP5 knockdown on DLBCL cell proliferation and apoptosis.

resultsThe analysis revealed that SH3BP5 is preferentially overexpressed in the ABC subtype of DLBCL across multiple datasets and validated cohorts, and its high expression is significantly associated with poor overall survival. Single-cell transcriptomic profiling demonstrated that SH3BP5 is mainly expressed in malignant B cells and inversely correlated with immune cell infiltration, particularly CD8 + T cells. Mechanistically, pathway enrichment and metabolic assays indicated that SH3BP5 is linked to mitochondrial metabolic reprogramming, promoting oxidative phosphorylation (OXPHOS) and potentially contributing to reduced responsiveness to immune checkpoint inhibitors (ICIs). Functional studies showed that SH3BP5 knockdown significantly suppressed DLBCL cell proliferation, induced apoptosis, and reduced tumor cell viability in vitro.

conclusionThis study suggests that SH3BP5 may serve as a prognostic biomarker and a potential therapeutic target in DLBCL, particularly within the ABC subtype. By delineating its associations with immune evasion and metabolic reprogramming, these findings provide a mechanistic basis for further exploration of SH3BP5-targeted interventions to help overcome therapy resistance. Future studies in larger clinical cohorts and functional models are warranted to validate these results and assess the potential of integrating SH3BP5 expression profiling into precision medicine strategies for DLBCL.

trial registrationThe study was registered in the Chinese Clinical Trial Registry (ChiCTR2200060430; http://www.chictr.org.cn/ ) on June 1, 2022.

Indexed as

Adaptor Proteins, Signal TransducingBiomarkers, TumorLymphoma, Large B-Cell, DiffuseTumor MicroenvironmentApoptosisCell Line, TumorCell ProliferationGene Expression Regulation, NeoplasticHumansMolecular Targeted TherapyPrognosisAdaptor Proteins, Signal TransducingBiomarkers, TumorDiffuse large b-cell lymphoma (DLBCL)Immune infiltrationOxidative phosphorylation (OXPHOS)Prognostic biomarkerSH3BP5Tumor microenvironment (TME)

Identifiers

PMID40993727
PMCPMC12462315

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.