Introduction
Neutrophil Extracellular Traps (NETs) are web-like structures composed of decondensed chromatin (nuclear or mitochondrial DNA) decorated with histones, granular proteins such as Mye- loperoxidase (MPO) and Neutrophil Elastase (NE), and cytoso- lic antimicrobial peptides [1,2]. Initially described as a host de- fense mechanism to ensnare and kill pathogens, NET formation (NETosis) is now recognized as a double-edged sword, playing significant roles in sterile inflammatory diseases, autoimmune di- sorders, and cancer [1,2]. In the context of oncology, NETs have emerged as critical modulators of the Tumor Microenvironment (TME), influencing cancer initiation, progression, metastasis, and associated complications such as thrombosis [1,3]. Among various malignancies, Pancreatic Ductal Adenocarcinoma (PDAC) stands out due to its exceptionally aggressive nature, characterized by a dense, fibroinflammatory stroma, early metastatic dissemination, and profound resistance to therapy. A growing body of evidence positions NETs as central players in orchestrating the hostile TME of PDAC, contributing to its dismal prognosis [4-6]. This review provides a comprehensive synthesis of the current knowledge on the biological characteristics of NETs, their intricate mechanisms of action within the PDAC ecosystem, their role in Cancer-Associa- ted Thrombosis (CAT), and their emerging potential as prognostic biomarkers and therapeutic targets. Despite rapidly accumula- ting evidence implicating Neutrophil Extracellular Traps (NETs) in Pancreatic Ductal Adenocarcinoma (PDAC) progression, the field remains fragmented, with individual studies focusing on isolated aspects such as thrombosis, immune suppression, or metastasis. A unified framework integrating NET induction, molecular com- position, and downstream pathological consequences is still lac- king. Moreover, whether NETs function as passive byproducts of inflammation or as active drivers of tumor evolution remains an open and clinically relevant question. In this review, we synthesize current mechanistic and clinical evidence to delineate the multifa- ceted roles of NETs in PDAC and propose conceptual models that may guide future translational investigations (Figure 1).
Mechanisms of NET formation and induction in pancreatic cancer
NETosis is an active, regulated form of cell death distinct from apoptosis and necrosis. It can be triggered by a diverse array of stimuli, including pathogens, inflammatory cytokines, immune complexes, and, notably, cancer cells [1]. The process involves chromatin decondensation, which is critically dependent on the enzyme Peptidylarginine Deiminase 4 (PAD4). PAD4 catalyzes the citrullination of histones (converting arginine to citrulline), neu- tralizing their positive charge and weakening their binding to ne- gatively charged DNA, thereby facilitating chromatin unraveling [7,8]. Concurrently, the granules rupture, releasing their contents, and the nuclear and granular membranes disintegrate. Finally, the cell membrane ruptures, expelling the DNA-protein meshwork into the extracellular space [2]. Autophagy has also been implica- ted as a key pathway for NET formation, particularly in response to certain stimuli [9].
In PDAC, the TME is replete with factors that potently induce NETosis. Pancreatic cancer cells themselves are a major source of NET-inducing signals. They secrete a plethora of chemokines and cytokines that recruit and activate neutrophils. A key mediator is interleukin-8 (CXCL8), which is upregulated in PDAC cells and can be further induced by chemotherapy like gemcitabine [10]. IL-8 si- gnals through the CXCR1/2 receptors on neutrophils to drive NET formation, a process termed «chemoNETosis» that contributes to chemoresistance [10]. Similarly, cancer cell-derived CXCL1 is a po- tent neutrophil chemoattractant, and its secretion is significantly amplified in PDAC cells with loss of the tumor suppressor KDM6A, leading to increased Tumor-Associated Neutrophils (TANs) and NETs [11].
Beyond chemokines, other tumor-derived proteins directly trigger NETosis. Tissue inhibitor of Metalloproteinases-1 (TIMP1), often associated with poor prognosis, has been shown to directly induce NET formation in primary human neutrophils via interac- tion with its receptor CD63 and subsequent activation of the ERK signaling pathway [12]. The receptor tyrosine kinase DDR1, activa- ted by collagen in the dense PDAC stroma, drives a signaling cas- cade (DDR1/PKCθ/SYK/NF-κB) that results in CXCL5 production, neutrophil recruitment, and NET formation [13]. Furthermore, cancer cell-derived Large Extracellular Vesicles (lEVs) deliver the CYBA protein to neutrophils, leading to a rapid increase in intra- cellular Reactive Oxygen Species (ROS) and subsequent NETosis via the CYBA-ROS-citH3 pathway [14].
The surgical intervention itself, pancreatectomy, is a potent inducer of NETs. The inflammatory response to surgery leads to a postoperative surge in NET markers (cell-free DNA and citrulli- nated histone H3) in plasma, peaking around days 3-4 [15]. This increase is driven by elevated levels of NET-inducing cytokines such as IL-8, IL-6, and Granulocyte Colony-Stimulating Factor (G- CSF). Notably, robotic (minimally invasive) pancreatectomy was associated with a reduction in postoperative NETs compared to the open approach, and complications like pancreatic leak further exacerbated NET formation [15]. This surgery-induced NETosis is believed to create a pro-metastatic environment, potentially contributing to postoperative recurrence [15,16].
Other components of the TME also contribute. Cancer-Asso- ciated Fibroblasts (CAFs) have been shown to induce NET forma- tion both within the tumor and systemically. This process is dri- ven by CAF-derived Amyloid β via a ROS-mediated pathway [17]. Additionally, the Receptor for Advanced Glycation End products (RAGE) enhances autophagy, which in turn promotes NET forma- tion in the setting of PDA [9]. Platelets, often activated in cancer, can prime neutrophils and enhance NET release in response to tumor signals [18]. This complex network of inducers ensures a sustained presence of NETs within the PDAC TME.
However, it should be noted that most studies linking PDAC- derived factors to NETosis rely on correlative clinical data or in vitro stimulation assays. Direct in vivo evidence demonstrating that specific tumor-derived mediators are both necessary and sufficient to drive NET formation remains limited. In addition, the relative contribution of tumor-intrinsic signals versus systemic in- flammatory cues, particularly in advanced-stage disease, has not been fully disentangled.
Pro-tumorigenic functions of NETs in pancreatic cancer progression and metastasis
NETs are not inert structures; they actively remodel the TME to foster tumor growth, invasion, and dissemination through mul- tiple direct and indirect mechanisms.
Direct effects on cancer cells: Promoting invasion and EMT
NETs directly interact with pancreatic cancer cells to enhance their aggressive phenotype. Exposure of PDAC cells to NETs or NET components induces Epithelial-to-Mesenchymal Transition (EMT), a key program for cellular invasion and metastasis. This is characterized by loss of epithelial markers (e.g., E-cadherin) and gain of mesenchymal markers (e.g., vimentin, N-cadherin) [16,19]. NETs promote cancer cell migration and invasion in vitro, and this effect is mediated through specific signaling pathways. One ma- jor pathway involves the High-Mobility Group Box 1 (HMGB1) protein, a component of NETs. HMGB1 released from NETs can potentiate the malignancy of cancer cells [16]. Another critical pa- thway is the IL-1β/EGFR/ERK axis. NETs stimulate the secretion of IL-1β, which in turn activates the Epidermal Growth Factor Recep- tor (EGFR) and downstream ERK signaling in cancer cells, driving EMT, migration, and invasion [19]. Furthermore, NETs can activate a CCDC25-ITGB1-ILK (integrin-linked kinase) signaling complex in PDAC cells upon physical interaction, stimulating cytoskeletal dy- namics, EMT, and invasive capacity [20].
Remodeling the tumor microenvironment and stroma
The dense, fibrotic stroma of PDAC is a major barrier to drug delivery and a facilitator of tumor progression. NETs actively par- ticipate in stromal activation. DNA released from NETs has been shown to activate Pancreatic Stellate Cells (PSCs), the principal source of Cancer-Associated Fibroblasts (CAFs) and Extracellular Matrix (ECM) deposition [21]. In murine models, deficiency in Padi4 (and thus impaired NET formation) led to decreased pan- creatic stromal activation, reduced tumor growth, and improved survival [21]. In the context of liver metastasis, NETs promote the accumulation and activation of CAFs in metastatic foci. NETs enhance the migration of hepatic stellate cells (liver-resident fi- broblast precursors) in vitro, and inhibition of NETs with DNase I reduces CAF accumulation and liver micrometastasis in vivo [22]. This suggests NETs help create a supportive «soil» in distant or- gans for metastatic «seeds» to thrive. Emerging evidence supports the existence of a self-sustaining NETs–CAF positive feedback loop that perpetuates fibrosis and metastatic niche formation in PDAC (Figure 2C). The proposed NETs–CAF positive feedback loop pro- vides an attractive conceptual framework linking inflammation, fibrosis, and tumor progression. Nevertheless, most supporting evidence derives from preclinical models, and its spatial and tem- poral dynamics in human PDAC remain poorly defined. Whether NET-driven stromal remodeling precedes tumor invasion or pre- dominantly reinforces established metastatic niches warrants fur- ther investigation.
Facilitating metastatic spread
NETs contribute to multiple steps of the metastatic cascade. They can degrade the extracellular matrix via associated pro- teases like MMP-9, facilitating local invasion and intravasation of cancer cells [2]. Within the circulation, NETs may physically entrap Circulating Tumor Cells (CTCs), potentially protecting them from shear stress and immune surveillance while also concentrating pro-metastatic factors around them [2]. At the site of a distant organ (e.g., liver or lung), NETs play a crucial role in promoting extravasation and colonization. In experimental models of inflam- mation-associated liver metastasis, NETs were observed around metastatic tumors and were found to enhance the extravasation of cancer cells [16]. The formation of a pre-metastatic niche is also influenced by NETs. In pre-metastatic liver biopsies from PDAC pa- tients, enrichment of NETs was a distinguishing feature of patients who later developed liver metastasis [23]. Furthermore, tumor- secreted mesothelin reprograms macrophages to secrete S100A9, which in turn recruits neutrophils to the lungs and stimulates NET formation, thereby supporting pulmonary metastasis [24,25].
Impairing anti-tumor immunity & driving immunosuppression
One of the most significant roles of NETs in PDAC is the esta- blishment of an immunosuppressive TME. PDAC is notoriously a «cold» tumor, resistant to immunotherapies like checkpoint bloc- kade. NETs contribute to this resistance through several mecha- nisms. They can directly impair the function of cytotoxic T cells and Natural Killer (NK) cells [3]. NETs have been shown to exclude CD8+ T cells from the tumor parenchyma, creating an immune- privileged zone for cancer cells [26]. This exclusion is mediated, in part, by IL-17, which recruits neutrophils and triggers NET for- mation [26].
NETs also modulate the phenotype and function of other innate immune cells, particularly macrophages. In PDAC, NETs suppress the recruitment of macrophages with an anti-tumor (M1-like) phenotype. Depletion of NETs (via DNase I or PAD4 knockout) in murine models resulted in an increase in total macrophages (F4/80+) within the TME, with a shift towards a more stimulatory phenotype (increased CD80, decreased protumor marker CD206) [27]. This suggests NETs actively maintain a macrophage popu- lation that is ineffective at mounting an anti-tumor response. Moreover, NETs create a metabolic barrier to T cell function. In human PDAC, NET-associated Arginase 1 (ARG1) is cleaved and activated by cathepsin S, creating a microdomain of arginine de- pletion that suppresses T lymphocyte proliferation. Neutralizing ARG1 with a specific monoclonal antibody restored T cell function and enhanced the efficacy of checkpoint inhibitors in preclinical models [28].
NETs further contribute to an immunosuppressive milieu by promoting the recruitment and function of Myeloid-Derived Sup- pressor Cells (MDSCs). Surgery- or chemotherapy-induced gut dysbiosis and barrier dysfunction can lead to bacterial transloca- tion, triggering the formation of immunothrombosis (composed of NETs and platelets) in the liver sinusoids. Alarmins like HMGB1 and S100A8/A9 released from these structures recruit MDSCs, creating a systemic immunosuppressive state [29]. Intra-tumo- ral administration of CHST15 siRNA, which remodels stroma and diminishes NETs, was shown to reduce MDSCs both locally and in tumor-draining lymph nodes, subsequently enhancing tumor- infiltrating T cells [30]. Tumor-derived TIMP1 has emerged as a potent inducer of NET formation, linking oncogenic signaling to metabolic immune suppression through NET-associated ARG1 (Figure 2A). While NET-associated ARG1 has been proposed as a major mediator of T cell dysfunction, it remains unclear whether ARG1 alone is sufficient to account for the profound immune sup- pression observed in PDAC. NETs are complex structures enriched in proteases, histones, and oxidized DNA, each of which may inde- pendently impair T cell activation. Dissecting the relative contri- bution of ARG1-dependent metabolic deprivation versus ARG1- independent mechanisms will be critical for the rational design of NET-targeted immunotherapeutic strategies.
NETs and Cancer-Associated Thrombosis (CAT) in pancreatic cancer
Patients with PDAC have one of the highest risks of Venous Thromboembolism (VTE) among all cancers, a major cause of morbidity and mortality [31,32]. NETs are now established as a critical driver of this hypercoagulable state, forming a vicious cycle with tumor progression [33].
Mechanisms of NET-Mediated hypercoagulability
NETs provide a potent prothrombotic scaffold. The extruded DNA and histones possess strong positive charges that can direct- ly activate platelets and the contact pathway of coagulation (via factor XII) [34]. Histones are cytotoxic to endothelial cells, cau- sing damage and exposure of subendothelial procoagulant tissue [2]. NET components also display Phosphatidylserine (PS) on their surface, providing a catalytic surface for the assembly of tenase and prothrombinase complexes, dramatically accelerating throm- bin generation [35].
NETs interact synergistically with other prothrombotic factors in PDAC. They can bind to and concentrate Tissue Factor (TF), the primary initiator of coagulation in vivo. Tumor-derived, TF-posi- tive Microparticles (MPs) adhere to NETs at the site of thrombosis, and TF carried by these MPs is essential for promoting deep vein thrombosis in mouse models [36]. NETs also stimulate platelet activation and aggregation. The DNA and histones within NETs, along with RAGE signaling, are necessary for inducing NET-asso- ciated platelet aggregation [37]. This activation leads to further release of procoagulant factors and stabilization of the thrombus.
Clinical evidence strongly supports this mechanistic link. Pa- tients with pancreatic (and lung) cancer who experience VTE have significantly higher plasma levels of the NET biomarker citrullina- ted Histone H3 (H3Cit) compared to those without VTE or patients with other cancer types [38]. In mouse models bearing human pancreatic tumors, thrombi from tumor-bearing mice contained increased levels of neutrophil markers (Ly6G), H3Cit, and cell-free DNA. Importantly, either neutrophil depletion or administration of DNase I to degrade NETs reduced thrombus size specifically in tumor-bearing mice, confirming the causal role of NETs in cancer- associated thrombosis [38,39].
The vicious cycle: Thrombosis fuels cancer progression
The relationship between NETs, thrombosis, and cancer is bi- directional and self-reinforcing. The proinflammatory and procoa- gulant environment of the growing tumor induces NETosis, which promotes thrombosis. Conversely, thrombi and the associated inflammatory response can further stimulate NET release and create a niche that supports tumor cell survival and proliferation. For instance, platelets activated within a thrombus can release growth factors that stimulate cancer cells. This creates a «vicious cycle» where NET formation contributes to both PDAC progres- sion and the accompanying hypercoagulability, each exacerbating the other [33,40]. Postoperative systemic NETosis represents a critical yet underappreciated driver of both venous thromboem- bolism and early metastatic relapse following pancreatectomy (Fi- gure 2B). Although accumulating clinical data support a strong as- sociation between NET biomarkers and cancer-associated throm- bosis, causality remains difficult to establish in patients. Impor- tantly, whether targeting NETs can effectively reduce thrombotic risk without compromising host defense or postoperative wound healing has not been systematically evaluated. These unresolved issues underscore the need for carefully designed perioperative clinical trials incorporating NET-specific biomarkers.
NETs as prognostic biomarkers in pancreatic cancer
Given their central role in tumor biology, NETs and related signatures have significant prognostic value in PDAC.
Histological and circulating NET markers
The presence of tumor-infiltrating NETs, as detected by immu- nohistochemistry for citrullinated Histone H3 (citH3) in combina- tion with neutrophil markers (CD15 or MPO), is a strong indepen- dent predictor of poor survival. In resected PDAC patients, high le- vels of intratumoral NETs were significantly associated with worse Overall Survival (OS) and Recurrence-Free Survival (RFS) [41]. In- corporating NET status into the traditional TNM staging system improved the predictive accuracy for patient survival [41]. Simi- larly, in Pancreatic Neuroendocrine Tumors (pNETs), the presence of neutrophil extracellular traps was an independent prognostic factor for worse recurrence-free survival [42].
Circulating NET markers also hold prognostic potential. Eleva- ted plasma levels of NET components (e.g., MPO-DNA complexes, cell-free DNA, citH3) correlate with disease stage, metastatic bur- den, and poor outcomes [23,38]. A combination of plasma TIMP1 and NET markers (DNA-bound MPO) with the standard biomarker CA19-9 allowed for improved identification of prognostically dis- tinct PDAC patient subgroups [12]. Furthermore, a postoperative surge in NET markers is associated with surgical complications like pancreatic leak and may predict early recurrence [15].
Gene expression signatures
Bioinformatics analyses of NET-related genes have led to the development of prognostic signatures. Consensus clustering of NETosis-related genes in PDAC cohorts has identified subtypes with distinct survival outcomes. Signatures enriched in integrin- actin cytoskeleton and EMT signaling are associated with very poor survival, while those related to cell death signaling correlate with better outcomes [20]. Other studies have constructed mul- ti-gene risk scoring models based on NETosis-related genes (e.g., a 6-gene model) that effectively stratify patients into high- and low-risk groups with significant differences in survival [43]. Multi- omics integration, including single-cell RNA-seq, has further refi- ned prognostic models, identifying factors like TLR2 expression as potent indicators of immune context and survival [44].
Targeting NETs: A novel therapeutic strategy for pancreatic cancer
The detrimental roles of NETs in PDAC progression, metasta- sis, thrombosis, and immunosuppression make them an attractive therapeutic target. Several strategies to inhibit NET formation or degrade existing NETs are under investigation.
Inhibiting NET formation
PAD4 inhibitors: Since histone citrullination by PAD4 is crucial for NETosis, pharmacological inhibition of PAD4 is a logical ap- proach. Chloroquine (CQ) and its derivative Hydroxychloroquine (HCQ), FDA-approved anti-malarial drugs, have been identified as NET inhibitors. Recent mechanistic studies show that CQ/HCQ di- rectly inhibit PAD4 enzyme activity, independent of their known autophagy-inhibitory effects [7]. In preclinical PDAC models, HCQ reduced metastatic tumor burden and prolonged survival, partly through inhibition of Myeloperoxidase (MPO) function [8]. More importantly, HCQ treatment reduced hypercoagulability, platelet aggregation, and circulating tissue factor in murine models, and correlative data from a clinical trial suggested a reduction in peri- operative VTE rates [37].
Targeting inducing pathways: Blocking the upstream signals that drive NETosis is another strategy. Neutralizing antibodies against CXCL1/CXCR2 or IL-8/CXCR1/2 axis can inhibit neutrophil recruitment and NET formation induced by tumor cells [10,11]. The CXCR1/2 inhibitor navarixin, when combined with gemcita- bine, suppressed chemoNETosis and restored chemosensitivity in PDAC models [10]. Inhibition of DDR1 or TIMP1 signaling could also indirectly reduce NET generation [12,13].
Other inhibitors: Metformin, a common diabetes drug, has been shown to inhibit obesity-promoted pancreatic carcinogene- sis by suppressing NET formation [45]. The Src kinase inhibitor da- satinib reduces NETosis by inhibiting the RAF/MEK/ERK pathway and intracellular ROS production, showing efficacy in models of acute inflammatory injury [46]. Targeting CD53 with a neutralizing antibody inhibited NET formation via the PI3K/AKT pathway and alleviated injury in acute pancreatitis models [47].
Degrading existing NETs
DNase I: This enzyme degrades the DNA backbone of NETs, dismantling their structure. DNase I treatment has shown efficacy in multiple preclinical models: it reduced thrombus size in tumor- bearing mice [38], suppressed liver metastasis and micrometas- tasis [22], and improved vascular perfusion in distal organs affec- ted by tumor-induced NET accumulation [48]. It also shifted the macrophage population in the TME towards a more anti-tumor phenotype [27]. However, systemic DNase I lacks targeting spe- cificity. Innovative delivery systems, such as biomimetic cellular nanovesicles engineered to target inflamed lungs (e.g., for acute lung injury), are being developed to enhance precision [49].
Heparin and histone-binding agents: Unfractionated heparin can bind to histones, neutralizing their cytotoxic and procoagu- lant effects. It has been shown to inhibit NET-promoted cancer cell migration, invasion, and angiogenesis [40]. Other histone-bin- ding molecules like polysialic acid show similar potential.
Combination therapies
The most promising applications of NET-targeting agents may be in combination with existing therapies.
With chemotherapy: Inhibiting NETs can overcome chemore- sistance. As described, blocking the IL-8/CXCR1/2 axis or using PAD4 inhibitors enhances the efficacy of gemcitabine-based re- gimens [8,10]. The traditional Chinese medicine formula Pi Ji Pills was found to enhance gemcitabine efficacy by dual mechanisms involving PI3K/AKT pathway blockade and NETs inhibition [50].
With immunotherapy: NETs are a major barrier to immuno- therapy in PDAC. Strategies that degrade NETs (DNase I) or inhi- bit their formation (PAD4 inhibitors, IL-17 blockade) have been shown to synergize with immune checkpoint inhibitors (anti-PD-1, anti-CTLA-4). This combination improves CD8+ T cell infiltration and function, leading to better tumor control [26,28,51]. Exena- tide, a GLP-1 agonist, was found to enhance anti-PD-1 therapy by attenuating NET formation through reduction of ROS in neutro- phils [51].
With anticoagulation: Targeting NETs offers a potential avenue for safer antithrombotic prophylaxis in cancer patients, as it may disrupt cancer-promoting thrombosis without causing significant bleeding risks associated with conventional anticoagulants. The use of HCQ for this purpose is being explored [37]. Collectively, current evidence positions NETs as central regulators at the in- tersection of inflammation, immunity, thrombosis, and stromal remodeling in PDAC. However, a major conceptual challenge lies in distinguishing whether NETs serve as initiating drivers of tumor progression or as amplifiers of an already established malignant ecosystem. Resolving this question will be essential for determi- ning the optimal timing and patient population for NET-targeted interventions.
Conclusion
Neutrophil extracellular traps have evolved from being viewed as a simple antimicrobial defense to recognized as master regula- tors of the tumor microenvironment in pancreatic ductal adeno- carcinoma. Through a complex interplay with cancer cells, stromal components, and immune cells, NETs drive key hallmarks of PDAC: they promote cancer cell invasion and EMT, activate stromal fi- broblasts, facilitate metastasis at multiple steps, and establish a profoundly immunosuppressive milieu. Furthermore, NETs are a primary mechanistic link between PDAC and its life-threatening complication, cancer-associated thrombosis, engaging in a vicious cycle that fuels both processes. The clinical relevance of NETs is underscored by their utility as independent prognostic biomar- kers, detectable both within tumors and in circulation.
This comprehensive understanding has opened a new fron- tier in PDAC therapy. Targeting NETs—either by preventing their formation with PAD4 inhibitors like hydroxychloroquine, blocking key induction pathways (e.g., CXCR1/2), or degrading existing structures with DNase I—represents a promising strategy with multimodal benefits. These approaches hold potential not only to inhibit tumor growth and metastasis but also to alleviate hyper- coagulability and, most importantly, to reverse immunosuppres- sion and sensitize «cold» PDAC tumors to immunotherapy. While challenges remain, including optimizing delivery, identifying pa- tient subsets most likely to benefit, and integrating NET-targeting agents into combination regimens, the evidence strongly sup- ports the continued investigation of NETs as a pivotal therapeu- tic axis in the fight against this devastating disease. The journey from mechanistic insight to clinical translation for NET-targeted therapies is underway, offering a glimmer of hope in improving the outcomes for patients with pancreatic cancer. Future studies integrating spatial transcriptomics, single-cell profiling, and lon- gitudinal clinical sampling will be instrumental in elucidating the dynamic roles of NETs during PDAC initiation, progression, and therapeutic response. Importantly, translating NET-targeted stra- tegies into clinical benefit will require a nuanced understanding of their context-dependent functions, balancing anti-tumor efficacy with preservation of essential innate immune defenses.
Author declarations
Acknowledgments: We sincerely thank BioRender (https:// www.biorender.com/) for providing an excellent platform to create the professional scientific illustrations and schematic figures used in this study.
Authors’ contributions: All authors contributed to the study conception and design. All authors declared no competing interests. Dengwang Chen and Xinyue Jiang: Conceptualization, Methodology, Investigation, Writing - Original Draft, Writing - Review & Editing. (These authors contributed equally to this work.). Linna Wei, Dongmei Li and Zudi Meng: Supervision, Project administration, Resources, Writing - Review & Editing.
Competing interests: The authors declare that they have no competing interests.
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