Abstract
Lipid droplets (LDs) have emerged as dynamic organelles central to plant lipid metabolism, stress adaptation, and energy homeostasis. This review synthesizes recent advances in understanding LD biogenesis and degradation in plants, highlighting conserved and divergent mechanisms relative to other eukaryotes. LD formation originates in the endoplasmic reticulum (ER), where neutral lipids synthesized by diacylglycerol acyltransferases (DGAT) and phospholipid: diacylglycerol acyltransferases (PDAT) accumulate into lens-like structures. These structures bud into the cytosol via ER machinery, including SEIPIN complexes, vesicle-associated membrane proteins, and LD-associated protein-interacting protein which regulate LD size and abundance. Degradation occurs through two major pathways: lipolysis, mainly mediated by the patatin-like lipase SUGAR-DEPENDENT1, and lipophagy, where AUTOPHAGY-RELATED proteins deliver LDs for breakdown. LDs also function as stress-responsive hubs, accumulating under abiotic stresses and during pathogen interactions, where they participate in membrane remodeling and antimicrobial defense. Extensive studies in major oilseed crops reveal that expressions of multiple genes involved in LD turnover are significantly induced under various abiotic stresses and phytohormone treatments. These genetic components operate autonomously or synergistically (e.g. DGAT and PDAT) within the TAG biosynthesis and LD metabolic pathways, effecting concurrent enhancements in stress resilience and oil production under suboptimal growth conditions. Critical knowledge gaps persist, including the interplay between lipolysis and lipophagy, the integration of energy-related signaling pathways in LD turnover, and stress-modulated post-translational control of LD proteome. Deciphering these mechanisms will advance our understanding towards LD biology.
1 Introduction
Since their identification as organelles in the 19th century, lipid droplets (LDs) have undergone various nomenclature changes. They were once referred to as lipid bodies, adiposomes, oil bodies, sphaerosomes and oleosomes, but are now commonly known as LDs (). LDs are lipid-rich organelles, which possess a core of neutral lipids, predominantly triacylglycerols (TAGs) and steryl/wax esters, which is encased by a monolayer of phospholipids (PLs).
LDs are derived from the endoplasmic reticulum (ER), and the biogenesis of LDs includes the following key steps: neutral lipid synthesis at the ER; formation of a lipid lens; budding of LDs; LD growth and maturation (). In the last decade, proteins involved in these steps have been well characterized in plants, especially model plant Arabidopsis thaliana. These proteins include TAG-synthesizing enzymes and the proteins responsible for the LDs generation, such as SEIPIN, VESICLE-ASSOCIATED MEMBRANE PROTEIN-ASSOCIATED PROTEIN 27 (VAP27) and LD-ASSOCIATED PROTEIN-INTERACTING PROTEIN (LDIP) (; ). The degradation of LDs in plants is also a tightly regulated process, mainly mediated by lipolysis and lipophagy. Among the key players in lipolysis, a conserved patatin domain containing protein SUGAR-DEPENDENT1 (SDP1) stands out (; ). In A. thaliana leaves, lipophagy occurs through microautophagy, relying on the core components of the macroautophagy pathway ().
The role of LDs in carbon reserve storage is fundamental to the survival and growth of plants. However, over the past decade, a paradigm shift has occurred in the perception of LDs in plant biology. Except acting as static storage organelles, LDs are now recognized as dynamic subcellular structures actively involved in multiple physiological processes. Mounting evidence has shown that LDs play a crucial role in stress adaptation. Under abiotic stress conditions such as drought, cold, and heat stress, the abundance of LDs increases in plant cells (Yang et al., 2011; ; ; Yang et al., 2024). This new understanding has highlighted the importance of lipid metabolism, lipid transport, and stress responses in plants.
Given the significance of LDs in plant physiology, this review aims to provide a comprehensive overview of the latest research advancements in the biogenesis and degradation of LDs in plants. It will also explore the importance of LDs in the stress response of plants. By integrating findings from recent studies, we hope to shed light on the complex molecular and physiological processes associated with LDs in plants, which may have implications for crop improvement, bioenergy production, and understanding plant responses to environmental changes.
2 The proteins involved in the generation of lipid droplets
LD biogenesis in plant cells shares conserved mechanisms with other eukaryotes, relying on ER-localized protein machinery to initiate LD formation and on LD surface proteins to ensure proper cytoplasmic packaging. The process begins with the synthesis of neutral lipids within the ER, where they accumulate into lens-like structures between the ER membrane leaflets (). Key proteins, such as SEIPIN and VAP27, facilitate the budding of nascent LDs into the cytoplasm (). During this step, the phospholipid monolayer of the LD becomes continuous with the outer ER membrane leaflet. Subsequently, additional proteins, including lipins and LD coat proteins, are recruited to promote LD growth. However, the mechanism underlying LD dissociation from the ER remains poorly understood ().
2.1 Enzymes for neutral lipids synthesis
In plants, the ER serves as the principal site for TAG biosynthesis, which is mainly accomplished through the glycerol-3-phosphate (G3P) pathway or the Kennedy pathway (Xu and Shanklin, 2016). Firstly, glycerol-3-phosphate acyltransferase (GPAT) catalyzes the combination of G3P and Acyl-CoA, resulting in the formation of lysophosphatidic acid (LPA). Subsequently, under the catalytic action of lysophosphatidic acid phosphatase (LDPAT), LPA combines with Acyl-CoA once more to produce phosphatidic acid (PA). Phosphatidic acid phosphatase (PAP) then dephosphorylates PA to generate diacylglycerol (DAG). Finally, DAG undergoes final acylation to form TAG through two distinct mechanisms. The Acyl-CoA-dependent pathway, catalyzed by diacylglycerol acyltransferases (DGATs), utilizes Acyl-CoA as the acyl donor (). Alternatively, phospholipid: diacylglycerol acyltransferase (PDAT) drives an Acyl-CoA-independent route by transferring an acyl moiety from phosphatidylcholines (PC) to DAG, producing TAG alongside a lysophospholipid (). Thereafter, TAGs are subsequently stored between the two leaflets of the ER. As TAG accumulates and LDs enlarge, they separate from the ER membrane and enter the cytoplasm (Figure 1, Table 1).
Figure 1
Table 1
| Pathway | Gene types(molecular function) | Species | Gene names | Growth and development related functions | Stress-response-related functions | References |
|---|---|---|---|---|---|---|
| TAG Synthesis | GPATs (catalyze the combination of G3P and Acyl-CoA, resulting in the formation of LPA) | A. thaliana | AtGPAT4/8 | Involved in cuticle development through regulating lipid homeostasis | Mediate plant immune responses through pathogen-induced dynamic relocation of LDs | |
| DGATs (catalyze DAG acylation with Acyl- CoA to synthesize TAG) | A. thaliana | AtDGAT1/2 | dgat1-1 and dgat1-1 dgat2 lines exhibit reduced seed oil content | Stabilize plasma membrane integrity and enhance thermotolerance | Zhang et al., 2009; | |
| G. max | GmDGAT1-2 | Significantly increases seed oil content and oleic acid (18:1) accumulation during TAG biosynthesis | ||||
| Jatropha curcas | JcDGAT1/2 | Enhance seed oil accumulation while reducing protein and soluble sugarcontent | Zhang et al., 2021 | |||
| Plukenetia volubilis L. | PvDGAT2-2 | Catalyzes TAG biosynthesis in leaves | Confers thermotolerance through MYB1-dependent lipid remodeling in plants | Yang et al., 2024 | ||
| PDATs (transfer an acyl moiety from PC to DAG, producing TAG) | A. thaliana | AtPDAT1 | Delays plant senescence by regulating fatty acid turnover, membrane lipid homeostasis and TAG synthesis | Enhances tolerance to temperature stress | ||
| LD Synthesis | VAP27 (interacts with the N terminus of SEIPIN2 and/or SEIPIN3 to stabilize the LD- forming complex) | A. thaliana | AtVAP27-1 | vap27-1 mutants reveal a large LD phenotype in seeds | Enhances ER stress resistance by modulating ER-PM contact sites and calcium homeostasis | |
| Z. mays | ZmVAP27-1 | Supports cellular expansion and normal growth processes by regulating aquaporin activity | Maintains water homeostasis and minimizes ionic imbalance, enhancing salinity tolerance | |||
| Populus tremula ×tremuloides | PttVAP27-17 | Improves carbon allocation and energy storage; Promotes plant growth and development | Mediates stress-responsive energy mobilization to sustain plant survival | |||
| SEIPINs (interact with LDIP to modulate the number and size of LDs, facilitating LD biogenesis) | A. thaliana | AtSEIPIN1/2/3 | Expression of SEIPIN1 promotes accumulation of large-sized LDs, while expression of SEIPIN2 and SEIPIN3 promote small LDs | |||
| Thlaspiarvense | TaSEIPIN1/2/3 | Involved in the YELLOW and MATURE late seed maturation stages | ||||
| LDAPs (LD coat protein, regulate LD compartmentation) | A. thaliana | AtLDAP1/2/3 | Formation and expansion of LDs in leaves | LDAP1 regulate LD dynamics in response to heat stress; LDAP3 is involved in cold tolerance | ||
| Z. mays | ZmLDAP1/2 | Regulates LD clustering | Participates in plant antiviral defense by regulating C18 polyunsaturated fatty acid (PUFA) biosynthesis | |||
| Populus trichocarpa | PtLDAP1/2/3 | Promote lipid body expansion through binding to the expanding monolayer | ||||
| LDIP (interacts with LDAPs and SEIPINs topromote LD formation) | A. thaliana | AtLDIP | Regulates LD compartmentation inseeds, seedlings and leaves | |||
| T. arvense | TaLDIP | Taldip mutants exhibite increased seed oil content without compromising plant growth | ||||
| LDPS (Interacts with OLE1 to regulate fusion) | A. thaliana | AtLDPS | Promotes LD expansion and maintains seed oil content | |||
| OLEOSINs (regulate LD size) | A. thaliana | AtOLE1 | Maintains LD size homeostasis in pollen and seeds | Adaptive modification of LDs for freezing tolerance | ||
| P.trichocarpa | PtOLE6 | Involved in LD production, enlargement | ||||
| G. max | GmOLE1 | Stabilizes oil body structure to inhibit lipid release; Enhances seed development | ||||
| Caryacathayensis | CcOLE2 | Mediates embryonic maturation processes | ||||
| CALEOSIN (mediates overlapping functions in oil accumulation) | A. thaliana | AtCLO1/2 | Mediate lipophagy to regulate LD catabolism and acyl remodeling in germinating seeds | Facilitates antimicrobial compound production to enhance biotic stress resistance | ||
| G. max | GmCLO1 | Potentially affects soybean reproductive development | Knockout GmCLO1 elevates pest resistance, where as over expression lines compromisesdefense | |||
| O. sativa | OsCLO5 | RNAi lines of OsClo5 have higher survival than WT seedlings | Regulates plant cold resistance through inhibition of JAsignalling and synthesis | Zeng et al., 2022 | ||
| Steroleosin/HSD (is involved in the brassinosteroids-related pathway) | A. thaliana | AtHSD1 | Involved in BRs biosynthesis and degradation in seeds and seedlings | Regulates stress responses via hormone signaling | ||
| C.cathayensis | CcHSD5 | Promotes embryonic development | ||||
| Pinus massoniana | PmHSD-A/B | Stabilize oil body structures via its sterol-binding domain and exhibits sterol-coupled dehydrogenase activity | ||||
| O. sativa | OsHSD1 | Modulates wax metabolism; Regulates plant height and leaf cuticle development | Is induced by salt and cold stress, potentially mediating abiotic stress responses | |||
| LD Degradation | SDP1 (catalyzes the hydrolysis of TAG inLDs) | A. thaliana | AtSDP1 | sdp1 mutants exhibit apostgerminative growth arrestphenotype, which can be rescued by providing sugar | Disruption of SDP1 enhances plant tolerance to darkness | |
| G. max | GmSDP1 | Negatively regulates seed oil content and fatty acid composition | Enhances drought resistance by regulating stress-induced TAG hydrolysis in cotyledons | |||
| Brassicanapus L. | BnSDP1 | RNAi lines show enhanced seed oilyield without compromising vigor | ||||
| J. curcas | JcSDP1 | Gene silencing of JcSDP1 enhances seed oil accumulation in seeds | ||||
| PUX10 (collaborates with CDC48 to facilitate the degradation of ubiquitinated proteins) | A. thaliana | AtPUX10 | Drives seed germination | Participates in stress-responsive transient metabolic regulation via phase-separated condensate formation | ||
| C.cathayensis | CcPUX10 | Promotes seed development | Modulates LD biogenesis and stability | |||
| OBL1 (a TAG lipase associated with LDs) | A. thaliana | AtOBL1 | Facilitates rapid pollen tube growth | Maintains cellular homeostasis by preventing free FAs toxicity | ||
| Nicotiana benthamiana | NtOBL1 | Hydrolyzes LD-stored TAGs to supply membrane lipids; Mediates pollen tube growth | Bypasses β-oxidation by directly channeling FAs to the ER for hypoxic adaptation | |||
| Avena sativa L | AsOBL1-like | Affects vegetative morphogenesis | Orchestrates stress-responsive lipid metabolism for flag leaf adaptation | |||
| ATG (regulates autophagosome biogenesis and autophagy) | A. thaliana | AtATG5/7 | Promotes nitrogen remobilization; Boosts autophagy-driven nutrient recycling | Delays leaf senescence, maintains adaptability under nutrient and drought stresses | ||
| N.benthamian a | NbATG5/7/8 | Maintains normal development and suppresses leaf malformation | Degrades viral silencing suppressors, boosting antiviral defense | |||
| Populusalba × Populus glandulosa | PagATG18 | Promotes xylem lignification | PagATG18 overexpress linesenhance salt tolerance and reduces oxidative membrane | Yu et al., 2023 | ||
| O. sativa | OsATG5/7 | Deficiency of ATG5/7 and related genes compromise pollen fertility, impairing reproductive development | ATG8 overexpress lines enhance drought tolerance via autophagy-mediated resource recycling | |||
| Z. mays | ZmATG6/8a/10 | Facilitates remobilization of N/K/Zn to leaves | Promotes salt tolerance through enhanced autophagy | |||
| Triticum aestivum | TaATG8 | Autophagy deficiency induces premature floret abortion, severely impairing reproductive growth | Enhances stress resilience by coordinating autophagy, iron homeostasis, and defense signaling | |||
| PXA1 (transports FAs into peroxisomes for β-oxidation) | A. thaliana | AtPXA1 | pxa1 mutant fails to germinate onsucrose-free medium; Extended dark conditions are lethal for pxa1 plants | pxa1-2 and pxa1-3 mutants exhibit enhanced salt tolerance due to reduced ROS accumulation | ||
| CDC48 (facilitates the unfolding and removal of membrane proteins) | A. thaliana | AtCDC48 | cdc48 mutant impairs oleosin degradation, delaying post- germinative growth | |||
| CGI-58 (interacts with PXA1 to coregulate lipid homeostasis and signaling) | A. thaliana | AtCGI58 | Interacts with PXA1 to coregulate lipid metabolism and signaling, particularly in nonseed vegetative tissues |
Functionally characterized genes involved in LD turnover in plants.
Plants possess multiple DGAT isoform, including the ER-localized DGAT1 and DGAT2, as well as a soluble DGAT3 whose physiological role remains under investigation (
In addition to TAGs, other forms of nonpolar lipids may also be present in LDs of some specific plant species. Wax esters (WEs), which are neutral lipids composed of a fatty alcohol esterified to a fatty acid. The WEs are synthesized through two enzymatic reactions catalyzed by fatty Acyl-CoA reductase and wax synthase. In jojoba (Simmondsia chinensis), a small shrub native to the deserts of North America, WEs can accumulate up to 60% of the seed weight (
2.2 Lipid droplet proteins
Following their synthesis, neutral lipids — primarily TAGs — begin to accumulate between the leaflets of the ER membrane, forming small lens-like structures. These nascent lipid globules gradually expand through localized lipid synthesis and incorporation of additional neutral lipids. As these globules undergo expansion, they undergo a process of budding towards the cytosol, eventually maturing into discrete LDs (Figure 1, Table 1). This process of budding and stabilization is contingent on the recruitment of LD proteins. LD proteins are classified into two groups based on the pathways that they employ to traffic to LDs: class I LD proteins and class II LD proteins. Class I LD proteins are composed of proteins that are co-translationally inserted into the cytoplasmic face of the ER bilayer; in contrast, class II LD proteins target the LD from the cytoplasm (
2.2.1 OLEOSIN, CALEOSIN and STEREOLESIN
The presence of OLEOSIN proteins on the phospholipid layer of LDs plays a crucial role in LD formation and its functional regulations (
In comparison to OLEOSIN protein, CALEOSIN, which comprises three distinct domains, including N-terminal hydrophilic domains, C-terminal hydrophilic domains, and a central hydrophobic anchor domain, with the N-terminal domain containing a calcium-binding motif, exhibits a lower abundance (
2.2.2 Endoplasmic reticulum machinery: SEIPIN, LDIP, and VAP27
The SEIPIN complex, named after Berardinelli-Seip congenital lipodystrophy (BSCL), associates with these lipid lenses and directs the budding of nascent LDs into the cytoplasm. Most plants have multiple SEIPIN genes, in A. thaliana, three SEIPIN genes encode proteins with conserved structural features, predicted to form barrel-like complexes at the ER-LD junction (
3 Lipid droplet degradation through lipolysis by cytosolic lipases
In yeast, Drosophila, plants, and humans, stored TAGs are typically degraded by lipases, a conserved protein family with a patatin domain (Xu and Shanklin, 2016). As mentioned previously, lipolysis refers to the process of TAG degradation in LDs mediated by lipases, whereas lipophagy denotes an autophagic mechanism for LD degradation. The stored lipids are hydrolyzed by these lipases, leading to the breakdown of TAGs into components such as diacylglycerols (DAGs), monoacylglycerols (MAGs), fatty acids (FAs), and glycerol. Subsequent to this process, the hydrolytic byproducts enter diverse metabolic pathways, thereby playing pivotal roles in cellular growth, energy balance, and other physiological processes, occurring at the opportune moment (
Besides, biochemical analysis indicates that SDP1 and SDP1L preferentially hydrolyze TAGs over DAGs and monoacylglycerols (MAGs). The purification of oil body membranes from sdp1 sdp1L double mutant seedlings revealed a deficiency in TAG lipase activity. However, the hydrolysis of DAGs and MAGs was still observed, indicating the presence of other lipid enzymes that function in synergy with patatin-like acyl-hydrolases to complete the hydrolysis of TAG (
Following the liberation of FAs into the cytoplasm by SDP1, these FAs are converted into CoA esters through the action of currently unidentified Acyl-CoA synthetases (
In addition, COMPARATIVE GENE IDENTIFICATION-58 (CGI-58) protein positively regulates lipid metabolism through β-oxidation-related pathway. Chapman et al. identified the homologous gene of human CGI58 in A. thaliana, referred to as CGI58-like (Yamaguchi and Osumi, 2009;
In the context of seedling establishment, the rapid breakdown of TAGs in planta, predominantly within four days, is particularly noteworthy. This phenomenon is further compounded by the accelerated degradation of LD-associated proteins, which may contribute to the enlargement of LDs during this critical phase. Studies have demonstrated that several LD proteins, including oleosins and steroleosins, have been observed to undergo polyubiquitination, a process associated with protein degradation (
4 Autophagic degradation of lipid droplets
Lipophagy, a selective autophagic process, first described in mammals, is a process that involves the selective uptake of LDs into the vacuole or lysosome, followed by their degradation (Figure 1, Table 1). Notably, mammalian lipophagy is a form of macroautophagy, in which autophagosomes engulf LDs, distinguishing it from microlipophagy observed in yeast. Autophagy, a self-degradative and highly conserved process, plays a crucial role in various developmental processes within cellular organisms (Zhao et al., 2020). Autophagy primarily functions through vacuolar degradation and recycling of harmful or obsolete cellular components, thereby maintaining cellular homeostasis and facilitating adaptation to environmental changes (
In A. thaliana, two independent studies, Fan et al. and Havé et al., reached the same conclusion through different approaches, thereby demonstrating the involvement of autophagy in the degradation of lipids (
5 Lipid droplets are involved in abiotic and biotic stress responses
5.1 Abiotic stress
It is imperative to acknowledge that plants are subject to numerous stressors throughout their life cycle, which necessitates the orchestration of adaptive responses to these environmental cues by all cellular organelles. Among these organelles, cytosolic LDs and their core set of neutral lipids and associated surface proteins play a significant yet understudied role. It has been demonstrated that environmental changes have a substantial influence on LD-related processes. For example, the abundance of LDs in A. thaliana leaves increases under drought, cold, or heat stress (Yang et al., 2011;
A close relationship exists between stress and TAG accumulation in plant tissues, especially the vegetative tissues (
It has been determined that ABA signaling plays a pivotal role in the regulation of LD generation, particularly with regard to the expression of DGAT1. Tobacco transient assays have revealed a synergistic effect of ABA-insensitive 4 (ABI4) and ABI5, two important ABA-related transcription factors, in regulating DGAT1 expression under stress (Yang et al., 2011;
5.2 Biotic stress
Furthermore, LDs have been observed as targets by invasive organisms. Phytophthora infestans degrade LDs as energy source in guard cells to maintain stomatal opening (Yang et al., 2021). Plant RNA viruses induce endomembrane proliferation for viral replication compartments (VRCs) formation, and the host lipid metabolism is crucial for their replication. However, to date, direct links between LDs and plant virus infection have not been firmly established, and the extent of their involvement in plant defense or viral benefit remains to be elucidated (Zhang et al., 2019). In addition, during infections by pathogens such as Botrytis cinerea or Pseudomonas syringae, the leaves of plants exhibit an increased accumulation of TAGs (
6 Conclusions and prospects
This review offers a detailed examination of the processes involved in the formation and breakdown of LDs in plants, emphasizing crucial enzymes, regulatory pathways, and physiological contexts. A more profound understanding of the regulatory mechanisms governing LD-associated pathways holds considerable potential for enhancing crop yield and promoting bioenergy production. Manipulating the genes and proteins involved in LD biogenesis and turnover may lead to the development of crops with higher oil yields and improved stress resilience.
Many studies have demonstrated that LDs play a crucial role in cellular lipid homeostasis. While much attention has been paid to how LD size and number are determined in plants (
Current research indicates that plants may dynamically regulate the functions of LD-associated proteins through post-translational modifications (PTMs) in response to environmental stresses. Despite extensive characterization of LD protein PTMs in animal systems (Zhang et al., 2022;
LDs serve as critical organelles in stress response mechanisms. Numerous abiotic stressors have been shown to induce LD biogenesis (Zhao et al., 2023;
Research has shown that the proteome of LDs in plants undergoes extensive dynamic remodeling under diverse stress conditions (
Statements
Author contributions
YZ: Writing – original draft, Writing – review & editing. RC: Writing – review & editing, Writing – original draft. JL: Writing – original draft. YX: Writing – review & editing. LZ: Writing – review & editing. YY: Writing – review & editing.
Funding
The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by the National Natural Science Foundation of China (32300249 to LJ Zhou, 32200213 to YJ Ye) and Natural Science Foundation of Jiangsu Province (BK20220418 to LJ Zhou, BK20220417 to YJ Ye).
Acknowledgments
All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.
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.
Correction note
A correction has been made to this article. Details can be found at: 10.3389/fpls.2025.1727402.
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Summary
Keywords
lipid droplets, biogenesis, degradation, stress responses, SDP1, lipophagy
Citation
Zhao Y, Cao R, Li J, Xu Y, Zhou L and Ye Y (2025) Lipid droplets in plants: turnover and stress responses. Front. Plant Sci. 16:1625830. doi: 10.3389/fpls.2025.1625830
Received
09 May 2025
Accepted
06 June 2025
Published
27 June 2025
Corrected
27 October 2025
Volume
16 - 2025
Edited by
Jinda Wang, Fujian Agriculture and Forestry University, China
Reviewed by
Yuanyuan Song, Fujian Agriculture and Forestry University, China
Ahmad Ali, Fujian Agriculture and Forestry University, China
Aomei Li, Guangxi Academy of Agricultural Science, China
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© 2025 Zhao, Cao, Li, Xu, Zhou and Ye.
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: Lijuan Zhou, ljzhou@njfu.edu.cn; Yajin Ye, yajinye@njfu.edu.cn
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