Evidence map›Paper›PMID 42147334›Full record

ArticleFrontiers in pharmacology2026

Unraveling novel therapeutic targets for diffuse large B-cell lymphoma: a plasma multi-omics study.

Xu Sun, Kai Kang, Yijun Wu, Yuqi Yang, Laduona Wang, Yuhong Liu, Lanqing Huo, Ting Niu, Ailin Zhao

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Xu Sun *Department of Hematology, Institute of Hematology, Center for High Altitude Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Kai Kang *State Key Laboratory of Biotherapy, Collaborative Innovation Center of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Yijun Wu *Department of Hematology, Institute of Hematology, Center for High Altitude Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Yuqi YangWest China School of Medicine, Sichuan University, Chengdu, Sichuan, China.
Laduona WangDepartment of Hematology, Institute of Hematology, Center for High Altitude Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Yuhong LiuWest China School of Medicine, Sichuan University, Chengdu, Sichuan, China.
Lanqing HuoDepartment of Radiation Oncology, State Key Laboratory of Oncology in South China, Sun Yat-sen University Cancer Center, Guangzhou, China.
Ting NiuDepartment of Hematology, Institute of Hematology, Center for High Altitude Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
Ailin ZhaoDepartment of Hematology, Institute of Hematology, Center for High Altitude Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Diffuse large B-cell lymphoma (DLBCL), the most common non-Hodgkin lymphoma, exhibits genetic heterogeneity and variable treatment responses. Discovering new therapeutic targets is critical to improve outcomes. Given the lack of plasma protein studies for DLBCL, this study aims to first identify novel therapeutic targets based on plasma multi-omics and genome-wide association studies with further verifications. Methods: By two-step training (N = 456,948 participants) and validation (N = 288,927 participants), druggable genes and proteins were identified through the mendelian randomization analyses of expression quantitative trait loci (eQTL) and protein quantitative trait loci (pQTL) using the largest DLBCL dataset of genome-wide association studies. Further verifications were conducted through colocalization analysis, risk factor and related disease analysis, single-cell analysis, Results: A total of 16 genes, 2 cis- and 3 trans-regulated plasma proteins were found to be potential targets for DLBCL with significant risks. The colocalization analysis revealed that six genes (APOM, C4A, C4B, CYP21A2, HCP5 and NEU1) and two proteins (MICB and IL17F) shared the causal genetic variants with DLBCL, suggesting their potential as therapeutic targets. The single-cell analysis for DLBCL tumors confirmed their cell type-specific expressions, suggesting that TUBB, with high risk for DLBCL, was highly expressed in malignant B cells with expression levels increasing as the tumor malignancy worsens. Further experiments and transcriptomics using the TUBB inhibitor demonstrated its anti-DLBCL efficacy, highlighting the therapeutic promise of targeting TUBB. Conclusion: This study unravels a series of novel therapeutic targets that provide new insights into the development of DLBCL treatment.

Indexed as

diffuse large B-cell lymphomagenome-wide association studiesplasma multi-omicssingle-cell sequencingtherapeutic targetTUBB

Identifiers

PMID42147334
PMCPMC13171477

What Socratic 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 Socratic graph.