Abstract
In recent years, the study of gut microbiota has gradually become a research hotspot in the field of medicine, as gut microbiota dysbiosis is closely related to various diseases. Thalassemia, as a hereditary hemoglobinopathy, has a complex pathophysiological mechanism, and traditional treatment methods show limited efficacy. With a deeper understanding of the gut microbiome, researchers have begun to focus on its role in the pathogenesis of thalassemia and its therapeutic effects. This article aims to review the role of gut microbiota in thalassemia and its potential therapeutic prospects, analyze the latest research findings, and explore the impact and mechanisms of gut microbiota on patients with thalassemia, with the goal of providing new ideas and directions for future research and clinical treatment of thalassemia.
1 Introduction
Thalassemia is a hereditary hemolytic anemia caused by mutations or deletions in globin genes, with α-thalassemia and β-thalassemia being the most common types (; ). Epidemiological data show that thalassemia is widely distributed globally, with approximately 1.67% of the world population being carriers of thalassemia genes, mainly concentrated in the Mediterranean region, the Middle East, South Asia, and Southeast Asia (; ; Yuson and Naranjo, 2022). In Southeast Asia, such as Thailand and Cambodia, the carrier rate of thalassemia is relatively high, which is related to the region’s long history of malaria prevalence. Some studies suggest that this gene mutation may act as a partial resistance mechanism against malaria (Williams and Weatherall, 2012). In China, the incidence of thalassemia is mainly concentrated in the southern regions, especially in Guangxi and Guangdong, where the carrier rate of α-thalassemia is as high as 15.43% in certain areas of Guangxi, and the carrier rate of β-thalassemia is 5.02% (; Wang WD. et al., 2023a). Severe thalassemia patients require regular blood transfusions to maintain life, which places a heavy burden on both patients and their families. Although modern medical technology can significantly improve patient prognosis, the high cost of treatment and disparities in regional healthcare resources make this disease a public health challenge in many countries ().
As a pivotal component of the host-microbe symbiotic system, gut microbiota maintains host homeostasis through nutritional metabolism and immunomodulation (; ). Emerging evidence highlights its metabolites (e.g., butyrate) and microbiota-host crosstalk in hematological disorders, demonstrating potential regulatory roles in thalassemia pathogenesis (Wang et al., 2023b). Iron overload secondary to chronic hemolysis and transfusion in thalassemia patients significantly alters gut microenvironment, promoting proliferation of opportunistic pathogens (e.g., Bacteroides) while suppressing butyrate-producing bacteria (e.g., Lactobacillus) (Wang et al., 2020). This dysbiosis exacerbates disease progression through three key mechanisms: () Reduced SCFAs production decreases expression of intestinal epithelial tight junction proteins, inducing gut barrier leakage and systemic endotoxemia (; ; ). Dysregulated microbial metabolism aggravates iron chelation imbalance, promoting intestinal free iron absorption and oxidative stress to establish pro-inflammatory microenvironment (; Yan et al., 2023; ). Depletion of beneficial species (e.g., Bifidobacterium, Lactobacillus) may impair iron absorption homeostasis, worsening anemia ().
Recent studies revealed significant differences in gut microbiota diversity and composition between mild thalassemia and healthy pregnant women, particularly at genus and species levels (). β-thalassemia patients exhibited significantly reduced gut microbial diversity compared to healthy controls, inversely correlated with iron overload levels (). Gut microbiota alterations correlate with quality of life indices, where dysbiosis-induced malnutrition may exacerbate anemia severity and comorbidities (). Thus, gut microbiota homeostasis emerges as a critical regulatory nexus bridging genetic defects in thalassemia and secondary complications (e.g., inflammation, iron overload).
Investigation of gut microbiota alterations opens novel therapeutic avenues for thalassemia management, particularly through personalized dietary interventions, fecal microbiota transplantation (FMT), and targeted probiotic/prebiotic formulations. For instance, butyrate-producing species (e.g., Faecalibacterium prausnitzii) modulate host iron metabolism via short-chain fatty acid (SCFA) production. Butyrate serves dual functions as both primary energy substrate for colonic epithelium and regulator of iron homeostasis, upregulating intestinal iron transporters (e.g., ferroportin) to enhance cellular iron export and mitigate overload (Xiao et al., 2024). Mechanistically, F. prausnitzii activates Nrf2 pathway to counteract iron overload-induced oxidative stress (Xiao et al., 2024). Therapeutic supplementation with F. prausnitzii or its metabolites shows potential to restore microbial equilibrium and ameliorate iron dysregulation-associated pathologies ().
Emerging evidence reveals gut microbiota’s immunomodulatory capacity, suggesting microbiota-targeted interventions may synergistically improve systemic inflammation and clinical outcomes in thalassemia (Wang et al., 2023c; ; ). Elucidating gut microbiota-thalassemia interactions provides dual benefits: deciphering disease pathophysiology and informing next-generation therapeutic development. This review synthesizes current advances in gut microbiota-thalassemia research, providing novel perspectives for elucidating disease mechanisms and developing innovative therapeutic strategies.
2 Thalassemia
The genetic pattern of thalassemia follows Mendel’s first law of inheritance, with the globin genes located on chromosome 16 (α-chain) and chromosome 11 (β-chain). Different types of mutations result in reduced or absent synthesis of the α- or β-chain, leading to α-thalassemia or β-thalassemia, respectively (). Individuals carrying a single mutated gene are classified as thalassemia carriers and are generally asymptomatic; however, inheritance of two mutated genes results in mild to severe anemia (). The type and number of gene mutations determine the severity of the disease. In the case of β-thalassemia, mutations in the β-globin gene lead to reduced synthesis of the β-globin chain, resulting in abnormal red blood cell development, which further causes chronic hemolysis and ineffective erythropoiesis (Thein, 2018; ) (Figure 1).
FIGURE 1
Currently, the primary treatments for thalassemia include regular blood transfusions and iron chelation therapy to prevent iron overload caused by transfusions (
3 Gut microbiota
Gut microbiota refers to the microbial communities residing in the human digestive tract, including bacteria, viruses, fungi, and archaea (
Gut dysbiosis refers to abnormal changes in the composition and function of the gut microbiota, usually characterized by a decrease in beneficial bacteria and an increase in harmful bacteria (Weiss and Hennet, 2017). When gut dysbiosis occurs, the host’s metabolism and immune system may be disrupted, potentially triggering various diseases. Studies have shown that gut dysbiosis is closely associated with obesity (
4 Gut microbiota in thalassemia research
4.1 Impact of iron metabolism disorders on gut microbiota composition
4.1.1 The relationship between iron metabolism, iron overload, and gut microbiota
There is a complex interaction between iron metabolism disorders and gut microbiota in patients with thalassemia. Under normal conditions, iron absorption in the gut is a finely regulated process, primarily controlled by factors such as hepcidin and transferrin receptors (
FIGURE 2

The link between iron metabolism, iron overload and gut microbiota. (a) Anemia resulting from ineffective erythropoiesis and shortened red blood cell (RBC) lifespan induces the production of erythropoietin, which in turn enhances erythropoiesis. The dramatic increase in erythroid expansion activates erythroid factors, including the secretion of GDF15, TWSG1, and ERFE. Excessive erythroid factors suppress the expression of hepcidin in hepatocytes, increasing iron absorption by duodenal enterocytes, while iron accumulation in hepatocytes and the reticuloendothelial system leads to iron overload (
Iron is a critical element for the growth of many microorganisms. Iron overload increases the iron content in the gut environment, disrupting the balance of the gut microbiota, promoting the growth of pathogenic bacteria while inhibiting the proliferation of beneficial bacteria that rely on low-iron conditions, thereby altering the gut environment (
In summary, iron overload directly influences the iron content in the gut, disrupts the balance of the gut microbial community, and increases oxidative stress and inflammatory responses, significantly altering the gut microenvironment and thus affecting the diversity and function of gut microbiota. This dysbiosis of the gut microbiota further impacts the host’s metabolic and immune functions, exacerbating the symptoms and complications in patients with thalassemia.
4.1.2 Potential therapeutic interventions
Modulating the balance of gut microbiota to properly manage iron overload may have a positive impact on the health management of thalassemia patients. For example, studies have found that Cupriavidus metallidurans can alleviate anemia by reducing iron deposition in the liver and spleen (
Additionally, in the treatment of thalassemia patients, drugs directly targeting iron transporters (such as mini-hepcidin) can achieve similar iron transporter reduction effects, blocking hepcidin binding and preventing ferroportin internalization and degradation, thereby improving iron overload (
4.2 Gut barrier function damage and gut microbiota
Gut barrier function may be compromised by factors such as iron overload, oxidative stress, and chronic inflammation. These changes in the gut environment can further lead to gut microbiota imbalance, making the gut more susceptible to other complications and disruptions from the microbial community, increasing the risk of infections and inflammatory diseases in patients (
Peerapat Visitchanakun et al. demonstrated that iron overload in thalassemic mice increased Bacteroides abundance while reducing populations of potentially beneficial Firmicutes taxa, including Lachnospiraceae and Clostridia (Visitchanakun et al., 2021). In β-thalassemia with iron overload, intestinal barrier dysfunction originates from multifaceted interactions among iron-induced oxidative stress, gut dysbiosis, and immune hyperactivation. Excess iron catalyzes reactive oxygen species (ROS) generation, disrupting tight junction proteins (e.g., ZO-1) and elevating intestinal permeability. Concurrently, iron enrichment promotes pathogenic Bacteroidales proliferation at the expense of beneficial Firmicutes, triggering endotoxemia via lipopolysaccharide (LPS) translocation. LPS activates the TLR4/NF-κB pathway in immune cells, driving pro-inflammatory cytokine (TNF-α, IL-6) release and neutrophil infiltration, which exacerbates mucosal damage through cyclooxygenase-2 (COX-2) upregulation. This inflammatory microenvironment perpetuates a vicious cycle of barrier deterioration and systemic bacteremia (
4.3 The role of Th17 cells
Th17 cells are a type of helper T cell derived from CD4+ T cells that primarily secrete pro-inflammatory cytokines such as interleukin-17 (IL-17), playing a key role in mucosal immune defense, particularly in combating bacterial and fungal infections (
4.3.1 The relationship between gut microbiota and Th17 cells
The differentiation of Th17 cells is regulated by various signals, including metabolites produced by the gut microbiota (
Additionally, gut microbiota can directly promote Th17 cell differentiation by inducing dendritic cells (DCs) and macrophages to secrete cytokines such as IL-6, IL-1β, and TGF-β (Wu and Wan, 2020). IL-6 and IL-1β are key pro-inflammatory cytokines that promote Th17 cell differentiation (Zhao et al., 2021), while TGF-β also aids in Th17 differentiation at certain concentrations (Wang et al., 2023d). The differentiation of Th17 cells relies on the coordinated interplay of multiple intracellular signaling pathways, with the JAK-STAT signaling pathway constituting one of the central regulatory axes. Cytokines IL-6 and IL-23 activate the JAK-STAT cascade upon binding to their cognate receptors, thereby inducing phosphorylation of STAT3. This post-translational modification is indispensable for both Th17 lineage commitment and functional activation, as STAT3 activation directly regulates the transcription of RORγt and IL-17A—hallmark molecular signatures of Th17 cells (
As shown in Figure 3a, gut microbiota influences Th17 cell differentiation and function through various mechanisms, while Th17 cells regulate gut immune responses and mucosal barrier function, maintaining the balance between the host and gut microbiota (
FIGURE 3

The role of gut microbiota and Th17 cells in inflammatory response in thalassemia. (a) Under normal conditions, the gut microbiota maintains intestinal immune function by producing SCFAs and activating macrophages to produce IL-6, IL-1β, and low levels of TGF-β, which induce Th-17 cell differentiation and the secretion of IL-17 (74, 83). (b) In patients with thalassemia, gut microbiota dysbiosis leads to intestinal inflammation, resulting in the release of IL-6 and IL-23, which causes excessive activation of Th-17 cells. This leads to the release of large amounts of IL-17, promoting the recruitment and activation of neutrophils, resulting in mucosal damage and increased intestinal permeability (
4.3.2 Overactivation of Th17 cells in thalassemia patients
Studies have shown that the proportion of Th17 cells in thalassemia patients is significantly higher than that in the normal population, and this increase is closely related to gut microbiota dysbiosis (
Additionally, this abnormal activation of Th17 cells may not be limited to the gut but could also affect the immune status of multiple organs through the circulatory system (
4.3.3 Potential therapeutic approaches to regulating Th17 cells and gut microbiota
Modulating gut microbiota to correct Th17/Treg imbalance has been shown to be a potential new method for treating myasthenia gravis (MG) (
Probiotics have been shown to significantly modulate gut microbiota dysbiosis. In ulcerative colitis (UC), they can improve immune function and regulate inflammatory responses by modulating the Th17/Treg cell balance (
In summary, gut microbiota dysbiosis and overactivation of Th17 cells in thalassemia patients may interact during disease progression, with both factors jointly exacerbating inflammation and immune disorders. Th17 cells may serve as an indirect indicator of thalassemia severity, and interventions targeting the Th17/Treg balance could represent new therapeutic targets for managing thalassemia and gut microbiota dysbiosis, as well as improving patient outcomes. Therefore, regulating the balance between gut microbiota and Th17 cell function could become a potential strategy for treating thalassemia patients in the future.
4.4 Exosomes and gut microbiota
Exosomes are extracellular vesicles released by various cells, carrying bioactive molecules such as proteins, nucleic acids, and lipids. They can transmit information between cells and regulate various biological processes, including immune responses, metabolic regulation, and cell growth (Yi and Kim, 2021). In thalassemia patients, long-term iron overload and chronic inflammation lead to significant gut microbiota dysbiosis. This dysbiosis not only affects local immune responses in the gut but may also contribute to systemic inflammation and metabolic abnormalities through exosomes.
4.4.1 The regulatory role of exosomes between gut microbiota and the host
Recent studies have shown that there is a close relationship between exosomes (EVs) and gut microbiota. EVs play an important role as “messengers” between gut microbiota and the host, interacting with gut microorganisms to regulate the composition and function of the host’s gut microbiota (Yi and Kim, 2021). The effects of EVs on the gut include modulating gut microbiota, promoting intestinal cell proliferation, and alleviating intestinal inflammatory responses, with EVs from different sources having varied impacts on gut health (
FIGURE 4

Regulatory role of exosomes in the gut microbiota and host. (a) hsa-miR-515-5p could promote the growth of Fusobacterium nucleatum (
MicroRNAs (miRNAs) are abundantly present in murine and human fecal samples, predominantly encapsulated within extracellular vesicles. Cell-specific ablation of the miRNA-processing enzyme Dicer demonstrated that intestinal epithelial cells (IECs) and Hopx-positive cells constitute the principal cellular sources of fecal miRNAs. These host-derived miRNAs exhibit cross-kingdom functionality, as evidenced by their internalization into commensal bacteria including Fusobacterium nucleatum and Escherichia coli, where they specifically modulate bacterial gene transcripts (e.g., fadA in F. nucleatum and csgD in E. coli) through sequence complementarity, thereby exerting dose-dependent regulatory effects on bacterial growth kinetics (
Additionally, EVs derived from the gut microbiota may be key mediators of microbiota-host communication. EVs from gut microbiota and probiotics can encapsulate various bioactive molecules, regulating important biological functions and exerting systemic effects on host health (
4.4.2 The role of exosomes in gut microbiota dysbiosis in thalassemia patients
In recent years, research on the relationship between thalassemia and exosomes has gained increasing attention. For example, in severe β-thalassemia (βT), EVs carry miRNAs to target cells, where βT-EVs induce endothelial cell apoptosis via the MAPK/JNK signaling pathway, and splenectomized βT-EVs induce bone marrow mesenchymal stem cell (BM-MSC) proliferation (
Moreover, thalassemia patients often experience chronic inflammation, and exosomes may play a role in modulating the host’s inflammatory response by delivering inflammation-related cytokines, such as IL-6 and TNF-α (
Due to long-term blood transfusions and iron chelation therapy, thalassemia patients experience iron metabolism disorders. Iron overload not only directly affects the composition of gut microbiota but also transmits information about abnormal iron metabolism in the gut to distant organs through exosome mediation, impacting multiple organs systemically. For example, one study investigated the effects of EVs from β-thalassemia patients with iron overload (+IO) and without iron overload (-IO) on cardiac cells, finding that EVs from patients with higher serum ferritin levels also contained higher levels of ferritin. This suggests that EVs from β-thalassemia patients carry iron-loaded proteins that induce cardiac cell proliferation (
4.4.3 Exosomes as potential therapeutic targets
Given the critical role of exosomes in regulating gut microbiota and inflammatory responses, intervention strategies targeting exosomes could offer new therapeutic approaches to improving the health of thalassemia patients. Modulating exosome release or function could help restore gut microbiota balance, reduce inflammatory responses, and thereby improve iron overload and related complications.
4.5 lncRNA
Studies have demonstrated that long non-coding RNAs (lncRNAs) not only participate in transcriptional regulation but also play significant roles in various biological processes including intracellular signaling and cell cycle control. In thalassemia, specific lncRNAs have been found to correlate with clinical phenotypes in patients, potentially influencing disease severity through modulation of fetal hemoglobin (HbF) expression (
4.5.1 lncRNA H19
H19 is a widely studied lncRNA primarily associated with embryonic development and tumors (
4.5.2 lncRNA MEG3
Studies have shown that MEG3 can inhibit inflammatory cytokines by regulating inflammation-related signaling pathways such as the NF-κB and p53 pathways (
4.6 Potential regulation of hemoglobin synthesis by the microbiome
In recent years, studies have found that the gut microbiome may play a role in regulating hemoglobin synthesis (
FIGURE 5

Potential regulation of hemoglobin synthesis by the microbiome. Gut microbiota dysbiosis affects hemoglobin synthesis by reducing iron absorption efficiency, increasing intestinal inflammation (
Gut microbes may affect hemoglobin synthesis not only by regulating iron metabolism but also through other metabolic pathways. For example, gut microbes can synthesize various vitamins (such as B vitamins and folate) (
Additionally, microbial metabolites, such as short-chain fatty acids, not only provide energy to intestinal epithelial cells and enhance iron absorption and transport but may also further regulate hemoglobin synthesis by influencing gene expression in host cells (
5 Gut microbiota modulation in thalassemia treatment
The gut microbiome plays a vital role in maintaining host metabolism, immune balance, and nutrient absorption (
5.1 Probiotics and prebiotics
Probiotics refer to live microorganisms that confer defined health benefits when administered in adequate amounts (≥109 CFU/day) through mechanisms such as modulating the host’s gut microbiota or enhancing its functionality, with clinically validated specific strains (e.g., Lacticaseibacillus rhamnosus GG) serving as representative examples (
The role of probiotics in enhancing nutrient absorption has been extensively investigated, particularly in thalassemia patients who frequently experience malabsorption due to disease characteristics and therapeutic interventions. Studies have demonstrated that probiotics improve nutrient assimilation through multiple mechanisms. For instance, they restore gut microbiota equilibrium and strengthen intestinal barrier function, thereby increasing nutrient bioavailability (
Chronic inflammation, a pathophysiological hallmark of thalassemia, is closely associated with disease progression. Probiotics exhibit anti-inflammatory potential via gut microbiota modulation, with mechanistic studies revealing their ability to regulate immune cell activity and secrete anti-inflammatory mediators (
Prebiotics refer to non-digestible food ingredients that selectively stimulate the growth of beneficial bacteria, primarily consisting of dietary fibers and oligosaccharides (
Additionally, the immunomodulatory potential of prebiotics warrants particular attention. Studies indicate that prebiotics enhance host immune responses through gut microbiota modulation. For instance, protocatechuic acid (PCA)—a prebiotic derived from SV-53-fermented blueberry juice—significantly downregulates pro-inflammatory cytokines (e.g., IL-17A, IL-6, IL-23) to enhance immune tolerance and attenuate systemic inflammation (
Current preliminary clinical research has explored the therapeutic potential of probiotics and prebiotics in disease management. For instance, probiotic administration in neonates significantly reduces the incidence of necrotizing enterocolitis (NEC), offering novel strategies for clinical care in preterm infants (
5.2 Dietary intervention and gut microbiota modulation
Diet has a profound impact on gut microbiota, and appropriate dietary interventions can promote the growth and metabolism of beneficial bacteria (
5.3 Microbiota transplantation
Microbiota transplantation, especially FMT, involves restoring the gut microbial balance in patients by transplanting gut microbiota from healthy donors (Wang et al., 2019). In some studies, FMT has shown potential in restoring gut microbiota, reducing intestinal inflammation, and improving metabolic function (
The application of FMT has seen some success in treating other diseases, particularly in managing Clostridioides difficile infections and other gut-related disorders (
5.4 Future applications
In the future, probiotics, prebiotics, and microbiota transplantation may become valuable adjuncts in the treatment of thalassemia patients. By modulating the composition of the gut microbiota and alleviating inflammation and oxidative stress caused by iron overload, there is potential to improve the overall health of patients (
Combining probiotics, prebiotics, FMT, and dietary interventions to regulate the gut microbiota in thalassemia patients holds significant potential (Figure 6). Future clinical studies will further validate the effectiveness of these methods in improving the health of thalassemia patients.
FIGURE 6

Regulation of intestinal microbiota in the treatment of thalassemia.
As personalized medicine continues to advance, modulating the gut microbiota offers new possibilities for individualized treatment. Studies have shown that the composition and function of gut microbiota vary significantly among individuals, and these differences may influence drug metabolism and efficacy (
6 Conclusion
Gut microbiota has increasingly shown its importance in the study of thalassemia, with the interaction between the two occurring through mechanisms involving Th17 cells, exosomes, lncRNAs, and their connection to inflammation, immune responses, and disease progression.
Current studies indicate that the diversity and stability of gut microbiota are closely linked to the clinical symptoms of thalassemia patients, and alterations in gut microbiota may affect disease progression and patient quality of life. This discovery not only broadens our understanding of the pathological mechanisms of thalassemia but also provides new insights into potential intervention strategies.
As research into gut microbiota deepens, it emerges as a promising therapeutic target with unprecedented potential. Modulating the composition of gut microbiota through probiotics, prebiotics, fecal microbiota transplantation, or dietary interventions may improve overall health and alleviate symptoms in patients. Additionally, the concept of targeted therapies focusing on Th17 cells, exosomes, and lncRNAs opens new avenues for the treatment and management of thalassemia, suggesting that beyond traditional therapies, we can integrate microbiological perspectives to optimize current treatment strategies.
However, despite the broad prospects for research on gut microbiota and thalassemia, many challenges remain. First, there is significant individual variability in gut microbiota, and establishing standardized assessment criteria to evaluate its specific effects on thalassemia remains an urgent issue. Second, the scale and number of existing clinical trials are insufficient, and more systematic research is needed to verify the efficacy and safety of gut microbiota interventions. Additionally, researchers need to delve deeper into the interaction mechanisms between gut microbiota and the host to better understand its role in thalassemia.
In summary, gut microbiota holds significant clinical importance in the study of thalassemia, and further exploration in this field will bring new hope to patients. We call for more clinical trials and fundamental research to drive the development of this emerging field, ultimately aiming to improve the quality of life for thalassemia patients.
Statements
Author contributions
GC: Conceptualization, Writing–original draft, Writing–review and editing. YuL: Conceptualization, Investigation, Writing–review and editing. SW: Supervision, Writing–review and editing. XW: Conceptualization, Writing–review and editing. ZK: Formal Analysis, Methodology, Writing–review and editing. WG: Investigation, Writing–review and editing. JQ: Formal Analysis, Writing–review and editing. TH: Investigation, Writing–review and editing. YoL: Visualization, Writing–review and editing. CZ: Supervision, Writing–review and editing.
Funding
The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Generative AI statement
The author(s) declare that no Generative AI was used in the creation of this manuscript.
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Summary
Keywords
thalassemia, gut microbiota, therapeutic prospects, research progress, probiotics
Citation
Chen G, Li Y, Wei S, Wang X, Kuang Z, Guo W, Qin J, Huang T, Li Y and Zhu C (2025) Role of gut microbiota in thalassemia: a review of therapeutic prospects. Front. Physiol. 16:1523448. doi: 10.3389/fphys.2025.1523448
Received
06 November 2024
Accepted
05 March 2025
Published
19 March 2025
Volume
16 - 2025
Edited by
Elena Di Pierro, IRCCS Ca ‘Granda Foundation Maggiore Policlinico Hospital, Italy
Reviewed by
Alessandra De Giani, Institute of Oncology Research (IOR), Switzerland
Bahrul Fikri, Hasanuddin University, Indonesia
Shi Xue Dai, Guangdong Provincial People’s Hospital, China
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Copyright
© 2025 Chen, Li, Wei, Wang, Kuang, Guo, Qin, Huang, Li and Zhu.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Chunjiang Zhu, zhuchunjiang@glmc.edu.cn
† These authors share first authorship
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