Evidence map›Paper›PMID 42273695›Full record

ArticleFrontiers in immunology2026

Peripheral CD4

Peng Zhang, Fangjie Zhu, Yunting Xiao, Zhengdong Shen, Chunxiao Fan, Peifeng Ke, Yao Xu, Chenguang Zhan, Xin Li, Xiaodong Wu and 7 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 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

17 authors.

Peng Zhang *State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Fangjie Zhu *State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Yunting XiaoState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Zhengdong ShenState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Chunxiao FanState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Peifeng KeState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Yao XuState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Chenguang ZhanState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Xin LiState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Xiaodong WuState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Liyan MeiState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Kaixin GaoState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Haifang DuState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Xiumin ChenState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Yang JiaoDepartment of General Practice (General Internal Medicine), Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.
Runyue HuangState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Maojie WangState Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Gouty arthritis (GA) has long been considered a disease primarily driven by innate immune activation, whereas the contribution of adaptive immune remodeling remains incompletely understood. Methods: In this study, we integrated bidirectional Mendelian randomization (MR), CyTOF immune profiling, single-cell transcriptomic analysis, plasma proteomics, and prospective clinical follow-up analyses to investigate immune-associated features and recurrence-related inflammatory signatures in acute GA. Bidirectional two-sample MR analyses were performed using publicly available European ancestry GWAS datasets to evaluate genetic association patterns between 731 immune cell phenotypes and gout. Peripheral immune remodeling was subsequently characterized in Chinese cohorts using CyTOF analysis of PBMC samples from GA-A (n = 25), GA-R (n = 22), and healthy controls (n = 9), together with re-analysis of a public PBMC-derived single-cell RNA-seq dataset. Cell-cell communication, pathway enrichment, and differential expression analyses were performed to explore inflammatory programs associated with acute flares. Plasma inflammatory proteins were quantified using the Olink platform in independent training (n = 40) and validation (n = 64) cohorts, followed by exploratory recurrence risk stratification analyses incorporating independent validation, calibration analysis, and decision curve analysis. Results: Mendelian randomization analysis suggested associations between several immune traits and gout risk, including CD127⁺ CD4⁺ T cells and CD4⁺/CD8⁺ double-negative T cells. Mass cytometry of peripheral blood revealed expansion and functional remodeling of CD4⁺ naïve T cells during acute flares. Re-analysis of public single-cell RNA-seq data further showed that scRNA-seq-defined CD4⁺ naïve T cells exhibited inflammatory transcriptional features, including upregulation of S100A8/S100A9, and predicted interactions with granulocyte-like myeloid cells through MIF-CXCR2 and ANXA1-FPR1 signaling. Granulocyte-like myeloid cells displayed enhanced inflammatory and chemotactic signatures during acute GA. Plasma proteomic analysis identified elevated MMP1 and S100A12 levels during acute flares, both of which were associated with systemic inflammatory markers. Exploratory mediation analyses suggested that MMP1 may serve as a statistical mediator linking serum uric acid, systemic inflammation, and peripheral CD4⁺ naïve T cell abundance. In exploratory recurrence risk analyses, MMP1 showed exploratory potential for 12-week recurrence risk stratification, particularly within the GA-A subgroup (AUC = 0.8533). Conclusion: Together, these findings suggest that peripheral CD4⁺ naïve T cell remodeling and MMP1-associated inflammatory signatures may represent relevant features of acute GA and recurrence risk, while their mechanistic roles require further functional validation.

Indexed as

Arthritis, GoutyCD4-Positive T-LymphocytesAcute DiseaseBiomarkersFemaleHumansInflammationMaleBiomarkersCD4+ naïve T cellsgouty arthritisgranulocyte-like myeloid cellsimmunocyte phenotypematrix metallopeptidase 1

Identifiers

PMID42273695
PMCPMC13246714

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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.