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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1533394</article-id>
<article-id pub-id-type="doi">10.3389/fphys.2025.1533394</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Analysis of the mechanism of skeletal muscle atrophy from the pathway of decreased protein synthesis</article-title>
<alt-title alt-title-type="left-running-head">Chen et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphys.2025.1533394">10.3389/fphys.2025.1533394</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Peng</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jia</surname>
<given-names>Fangfang</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Meng</given-names>
</name>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yang</surname>
<given-names>Shengbo</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/736336/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff>
<institution>Department of Anatomy</institution>, <institution>Zunyi Medical University</institution>, <addr-line>Zunyi</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/557009/overview">Katsumasa Goto</ext-link>, Toyohashi Sozo University, Japan</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1302369/overview">Jun Tanihata</ext-link>, Jikei University School of Medicine, Japan</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/186318/overview">Shuichi Machida</ext-link>, Juntendo University, Japan</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1413440/overview">Hiroaki Eshima</ext-link>, Nagasaki International University, Japan</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Shengbo Yang, <email>yangshengbo8205486@163.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>25</day>
<month>04</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1533394</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>03</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Chen, Jia, Wang and Yang.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Chen, Jia, Wang and Yang</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>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.</p>
</license>
</permissions>
<abstract>
<p>Skeletal muscle atrophy is associated with denervation, cancer, diabetes, aging, immobilization, and inflammation, which can significantly impair mobility. It is primarily attributable to increased protein catabolism alongside reduced protein synthesis, although the precise mechanisms underlying this process are not yet fully known. Unlike in the pathway driving increased catabolism, fewer studies have explored the mechanism underpinning muscle atrophy under reduced protein synthesis. Therefore, this study aimed to focus on summarizing relevant studies on the reduction of protein synthesis leading to skeletal muscle atrophy, as driven by alterations in pathways such as the insulin-like growth factor-1-phosphatidylinositol 3-kinase-protein kinase B-rapamycin signaling pathway, glycogen synthase kinase-3, glucocorticoids, 5&#x2032;-adenosine monophosphate-activated protein kinase, branched-chain amino acid sensors, myostatin, long-term proinflammatory factors, oxidative stress and mitochondrial dysfunction, calciumion concentration, activating transcription factor 4, and glycyl-tRNA synthetase alterations. Consolidating these data will provide a foundation and theoretical basis for further investigation into the mechanisms of muscle atrophy from the perspective of reduced protein synthesis pathways.</p>
</abstract>
<kwd-group>
<kwd>skeletal muscle atrophy</kwd>
<kwd>protein synthesis</kwd>
<kwd>mechanism</kwd>
<kwd>pathway</kwd>
<kwd>mTOR</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Skeletal Physiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Skeletal muscle, the body&#x2019;s largest protein storehouse and primary site of glucose metabolism, maintains the balance of protein synthesis and degradation under physiological conditions (<xref ref-type="bibr" rid="B55">Yin et al., 2021</xref>). Disruptions to this balance&#x2014;due to denervation, cancer, diabetes, aging, immobilization, or inflammation&#x2014;induce skeletal muscle atrophy, as evidenced by degradation of myofibrils, reduced muscle mass, decreased muscle fiber cross-sectional area, increased mitochondrial autophagy, and a net loss of cytoplasmic, cellular organelles, and total proteins (<xref ref-type="bibr" rid="B15">Cruz-Jentoft et al., 2019</xref>; <xref ref-type="bibr" rid="B33">Liang et al., 2024</xref>). Beyond significantly impairing mobility, skeletal muscle atrophy increases the risk of secondary fractures and even life-threatening injuries. Currently, the treatment of skeletal muscle atrophy remains a global challenge, despite extensive research on the mechanisms of muscle atrophy through increased proteolysis and decreased synthesis. Here, we review and analyze the relevant mechanisms of skeletal muscle atrophy from the relatively less-studied pathway of reduced protein synthesis to provide a foundation for further in-depth exploration of the mechanisms and prevention of skeletal muscle atrophy.</p>
</sec>
<sec id="s2">
<title>2 Overview of skeletal muscle atrophy mechanisms</title>
<p>The maintenance and regulation of skeletal muscle mass are mainly attributed to two processes: protein turnover and myonuclear turnover (<xref ref-type="bibr" rid="B50">Wilburn et al., 2021</xref>). During skeletal muscle atrophy, an imbalance in protein homeostasis can result from activated muscle protein degradation, inhibited muscle protein synthesis, reduced myonuclei accumulation, or increased myonuclei loss; these factors collectively contribute to a net loss of muscle proteins, eventually triggering muscle atrophy (<xref ref-type="bibr" rid="B50">Wilburn et al., 2021</xref>). There are four protein degradation pathways in muscular atrophy: ubiquitin-proteasome, cysteine aspartate protease, autophagy-lysosome, and calcineurin activation pathway. These four degradation pathways interact and often function in concert (<xref ref-type="bibr" rid="B55">Yin et al., 2021</xref>). In addition to increased protein degradation, a critical factor in skeletal muscle atrophy is decreased protein synthesis, regulated by pathways and molecules such as insulin-like growth factor-1-phosphatidylinositol 3-kinase-protein kinase B-mammalian target of rapamycin (IGF-1-PI3K-Akt-mTOR) pathway, glycogen synthase kinase 3 (GSK3), adenosine 5&#x2032;-monophosphate (AMP)-activated protein kinase (AMPK), branched-chain amino acid sensors, glucocorticoids, myostatin (MSTN), and activating transcription factor 4 (ATF4).</p>
</sec>
<sec id="s3">
<title>3 Mechanisms of reduced protein synthesis leading to muscular atroph</title>
<sec id="s3-1">
<title>3.1 Insulin/IGF-1-PI3K-Akt-mTOR pathway inhibition</title>
<p>Insulin and IGF-1 are potent anabolic factors that maintain muscle growth and regulate protein synthesis in skeletal muscle (<xref ref-type="bibr" rid="B56">Yoshida and Delafontaine, 2020</xref>). Changes in IGF-1 signaling affect the size and function of muscle fibers, inducing protein synthesis with inhibition of its catabolism and promoting muscle mass gain through activation of the PI3K/Akt/mTOR pathway (<xref ref-type="bibr" rid="B56">Yoshida and Delafontaine, 2020</xref>; <xref ref-type="bibr" rid="B9">Canfora et al., 2022</xref>; <xref ref-type="bibr" rid="B3">Baht et al., 2020</xref>).</p>
<p>Insulin and IGF-1 are activated by binding to the insulin receptor on the plasma membrane of target cells, initiating a downstream signaling cascade that results in phosphorylation and activation of insulin receptor substrate 1 (IRS-1), PI3K, and Akt phosphorylation (<xref ref-type="bibr" rid="B56">Yoshida and Delafontaine, 2020</xref>; <xref ref-type="bibr" rid="B43">Sharlo et al., 2021</xref>; <xref ref-type="bibr" rid="B49">White, 2021</xref>). Akt activation phosphorylates and inactivates tuberous sclerosis complex 2 (TSC2), which promotes the activation of mammalian target of rapamycin complex 1 (mTORC1) by Ras homolog enriched in brain (Rheb), 70 kDa ribosomal protein S6 kinase (p70S6K) phosphorylation, and ribosomal protein S6, consequently promoting protein synthesis (<xref ref-type="bibr" rid="B30">Ji et al., 2022</xref>). Additionally, mTORC1 phosphorylates eukaryotic translation initiation factor 4E binding protein (4EBP1), releasing it from eukaryotic translation initiation factor 4E (EIF4E). Free EIF4E can bind with EIF4A and EIF4G to form a translation initiation complex, which initiates the binding of mRNAs to ribosomes, promotes translation initiation, and increases protein synthesis (<xref ref-type="bibr" rid="B30">Ji et al., 2022</xref>; <xref ref-type="bibr" rid="B24">Gr&#xfc;ner et al., 2016</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Adenosine 5&#x2032;-monophosphate (AMP)-activated protein kinase (AMPK) and glycogen synthase kinase 3 (GSK3) &#x3b2; are involved in the reduction of protein synthesis. In patients with diabetes, glucocorticoid overflow induces insulin and insulin-like growth factor-1 (IGF-1) resistance, decreases the activity of protein kinase B (Akt), increases the expression of regulated in development and DNA damage response (REDD1) and Kruppel-like Factor 15 (KLF15), and activated AMPK, thereby blocking mammalian target of rapamycin complex 1 (mTORC1) signaling. GSK-3&#x3b2; is also activated under muscle disuse and glucocorticoid overflow, thus enhancing the phosphorylation of EIF2B, Rictor, and &#x3b2;-catenin, consequently inhibiting protein synthesis.</p>
</caption>
<graphic xlink:href="fphys-16-1533394-g001.tif"/>
</fig>
<p>However, following hind limb suspension in rats, muscle ribosome degradation increases, biosynthesis decreases, and translational capacity diminishes (<xref ref-type="bibr" rid="B21">Figueiredo et al., 2021</xref>; <xref ref-type="bibr" rid="B35">Mathis et al., 2017</xref>). Furthermore, inhibition of mTORC1 causes a decrease in ribosomal DNA transcription, promotes ribose autophagy (<xref ref-type="bibr" rid="B21">Figueiredo et al., 2021</xref>), and rapidly dephosphorylates 4EBP1 and p70S6K, inhibiting the PI3K/Akt/mTOR pathway (<xref ref-type="bibr" rid="B21">Figueiredo et al., 2021</xref>). Additionally, E3 ubiquitin ligase Casitas B-cell lymphoma-b protein leads to diminished protein synthesis due to attenuated PI3K-dependent signaling and Akt dephosphorylation (<xref ref-type="bibr" rid="B43">Sharlo et al., 2021</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>). Another study has shown that Kr &#xfc; ppel like factor 15 (KLF15) and IL-6 are upregulated in skeletal muscle of mice with limb fixation. If KLF15 is deficient or IL-6 is systemically deficient, mice will be protected from fixation induced muscle atrophy (<xref ref-type="bibr" rid="B26">Hirata et al., 2022</xref>).</p>
</sec>
<sec id="s3-2">
<title>3.2 GSK3 activation</title>
<p>GSK3 is a serine/threonine kinase that regulates cytoskeletal composition and protein synthesis during the growth and development of the organism (<xref ref-type="bibr" rid="B25">Hajka et al., 2021</xref>). It has two isoforms, GSK3&#x3b1; and GSK3&#x3b2;, activated by autophosphorylation of tyrosine 279 and tyrosine 216, respectively (<xref ref-type="bibr" rid="B41">Patel and Werstuck, 2021</xref>). In response to insulin stimulation, Akt can lead to a decrease in GSK3&#x3b1;/&#x3b2; activity by phosphorylating serine 21 of GSK3&#x3b1; and serine 9 of GSK3&#x3b2; (<xref ref-type="bibr" rid="B41">Patel and Werstuck, 2021</xref>).</p>
<p>The dopaminergic D2 receptor activation promotes complex formation between Akt, GSK3, &#x3b2;-arrestin, and protein phosphatase 2A (PP2A). PP2A promotes dephosphorylation, which inactivates Akt and activates GSK3&#x3b1; at serine 21 and GSK3&#x3b2; at serine 9. GSK3 then facilitates complex formation, further activating GSK3&#x3b1;/&#x3b2;, inhibiting the PI3K/Akt/mTORC1 signaling pathway and reducing protein synthesis (<xref ref-type="bibr" rid="B41">Patel and Werstuck, 2021</xref>; <xref ref-type="bibr" rid="B4">Beurel et al., 2015</xref>; <xref ref-type="bibr" rid="B40">Papadopoli et al., 2021</xref>).</p>
<p>GSK3&#x3b2; isoforms are predominant in reducing protein synthesis (<xref ref-type="bibr" rid="B25">Hajka et al., 2021</xref>) through multiple mechanisms (<xref ref-type="fig" rid="F1">Figure 1</xref>) (<xref ref-type="fig" rid="F2">Figure 2</xref>):<list list-type="simple">
<list-item>
<p>(1) In cases of rat soleus muscle atrophy induced by dexamethasone and muscle disuse, dephosphorylation of GSK3&#x3b2;-Ser9 increases GSK3&#x3b2; activity, inducing TSC2 phosphorylation and subsequent inhibition of mTORC1, which reduces protein synthesis (<xref ref-type="bibr" rid="B38">Mirzoev et al., 2021</xref>);</p>
</list-item>
<list-item>
<p>(2) GSK3&#x3b2; phosphorylates the &#x3b5; subunit of eukaryotic initiation factor 2B, negatively regulating mRNA translation initiation (<xref ref-type="bibr" rid="B4">Beurel et al., 2015</xref>);</p>
</list-item>
<list-item>
<p>(3) GSK3&#x3b2; phosphorylates &#x3b2;-catenin, preventing its nuclear translocation and promoting its proteasomal degradation, thereby decreasing translational capacity (<xref ref-type="bibr" rid="B4">Beurel et al., 2015</xref>);</p>
</list-item>
<list-item>
<p>(4) Dephosphorylation of GSK3&#x3b2; by calpain-1 leads to phosphorylation at the threonine 58 site of the cytosolic myeloblastoma virus oncogene, causing ubiquitination and proteasomal degradation, which inhibits protein translation (<xref ref-type="bibr" rid="B38">Mirzoev et al., 2021</xref>; <xref ref-type="bibr" rid="B37">Mirzoev, 2020</xref>);</p>
</list-item>
<list-item>
<p>(5) Dephosphorylation of serine 9 by calpain-1, matrix metalloproteinase-2, and PP1, also results in the serine dephosphorylation of insulin-like growth factor 1 receptor and IRS-1, thereby inhibiting the IGF-1/PI3K/Akt/mTORC1 signaling pathway (<xref ref-type="bibr" rid="B38">Mirzoev et al., 2021</xref>);</p>
</list-item>
<list-item>
<p>(6) Phosphorylation of rapamycin-insensitive mTOR chaperone proteins leads to inactivation of mTORC2, which inhibits Akt and the Akt-mTORC2 pathway (<xref ref-type="bibr" rid="B47">Wang et al., 2022</xref>);</p>
</list-item>
<list-item>
<p>(7) Inhibiting nuclear localization of the T cell transcription factor nuclear factor c3 and gene transcription mediated by this factor inhibits myoblast differentiation and generation (<xref ref-type="bibr" rid="B45">van der Velden et al., 2008</xref>).</p>
</list-item>
</list>
</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Detailed mechanism of GSK3&#x3b2; involvement in reduced protein synthesis. GSK-3&#x3b2; is activated during glucocorticoid overflow and muscle disuse, enhancing phosphorylation of EIF2B, Rictor and &#x3b2;-catenin, and also directly phosphorylates the Thr 58 site of cmy-c, leading to inhibition of the protein translation process; calpain-1(CAPN1), matrix metalloproteinase-2 (MMP2) and PP1 dephosphorylated the GSK3&#x3b2;, leading to GSK-3&#x3b2; activation, causing serine dephosphorylation of insulin-like growth factor 1 receptor and IRS-1 and inhibition of the IGF-1/PI3K/Akt/mTORC1 signaling pathway, which reduces protein synthesis; and inhibition of nuclear factor of activated T-cells c3(NFATc3), which inhibits myocyte differentiation and myogenesis.</p>
</caption>
<graphic xlink:href="fphys-16-1533394-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Glucocorticoid overflow</title>
<p>Endogenous and exogenous glucocorticoid spillage can negatively affect skeletal muscle mass and function (<xref ref-type="bibr" rid="B6">Britto et al., 2014</xref>). Specifically, when glucocorticoids are present in excess, their receptors promote the upregulation of regulated in development and DNA damage response 1 (REDD1) and Kruppel-like Factor 15 (KLF15) (<xref ref-type="bibr" rid="B6">Britto et al., 2014</xref>). Upregulated REDD1 and KLF15 activate their upstream target, TSC2, inhibiting mTORC1. Upregulated KLF15 promotes branched-chain amino acid catabolism mediated by branched-chain transcarbamylase 2 with reduced mTORC1 activity (<xref ref-type="bibr" rid="B39">Nunes et al., 2022</xref>). Under diabetic conditions, downregulation of E3 ubiquitin ligase WWP1 and upregulation of KLF15 lead to muscle atrophy (<xref ref-type="bibr" rid="B27">Hirata et al., 2019</xref>). Glucocorticoids also induce insulin and IGF-1 resistance, upregulate MSTN expression, and culminate in reduced protein synthesis (<xref ref-type="bibr" rid="B30">Ji et al., 2022</xref>; <xref ref-type="bibr" rid="B22">Franco-Romero and Sandri, 2021</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
</sec>
<sec id="s3-4">
<title>3.4 Activation of AMPK</title>
<p>AMPK is a negative regulator of protein synthesis in skeletal muscle and is activated in the context of diabetes or triggered insulin resistance (such as glucocorticoid therapy, chronic inflammation, and lipid overload) (<xref ref-type="bibr" rid="B22">Franco-Romero and Sandri, 2021</xref>). Inhibition of the mTORC1 signaling pathway leads to reduced protein synthesis in skeletal muscle mainly through four pathways (<xref ref-type="bibr" rid="B49">White, 2021</xref>):<list list-type="simple">
<list-item>
<p>(1) Phosphorylation of mTOR-Thr2446, which prevents Akt-mediated phosphorylation of mTOR-Ser2448, thereby inhibiting translation initiation (<xref ref-type="bibr" rid="B22">Franco-Romero and Sandri, 2021</xref>);</p>
</list-item>
<list-item>
<p>(2) Phosphorylation and activation of TSC2, which inhibits mTORC1 signaling (<xref ref-type="bibr" rid="B40">Papadopoli et al., 2021</xref>);</p>
</list-item>
<list-item>
<p>(3) Direct phosphorylation of regulatory associated protein of mTOR (RAPTOR), which promotes the chelation of RAPTOR by 14-3-3 proteins, inhibits downstream p70S6K and 4EBP1 signaling by RAPTOR, and ultimately impairs mTORC1 activity, reducing mRNA translation, leading to reduced protein synthesis (<xref ref-type="bibr" rid="B49">White, 2021</xref>; <xref ref-type="bibr" rid="B37">Mirzoev, 2020</xref>);</p>
</list-item>
<list-item>
<p>(4) AMPK can directly phosphorylate and activate eukaryotic elongation factor 2 kinase (eEF2K), leading to phosphorylation and inactivation of eEF2 at the Thr56 site. This inhibits the binding of elongation factors to ribosomes, resulting in decreased translation efficiency and reduced protein synthesis (<xref ref-type="bibr" rid="B44">Thomson, 2018</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
</list-item>
</list>
</p>
</sec>
<sec id="s3-5">
<title>3.5 Increased expression of branched-chain amino acid sensors</title>
<p>Branched-chain amino acids, especially leucine, promote muscle protein synthesis and prevent catabolism by activating the mTOR signaling pathway. They can also serve as substrates for protein synthesis (<xref ref-type="bibr" rid="B16">Dimou et al., 2022</xref>). However, an increase in the expression of branched-chain amino acid sensors inhibits mTORC1 activity. For example, selenocysteine 2 protein (Sestrin2) is a leucine sensor that negatively regulates the mTORC1 pathway (<xref ref-type="bibr" rid="B11">Chantranupong et al., 2014</xref>). Sestrin2, leucine, and GTPase activating protein activity toward rags complex 2 (GATOR2) maintain an equilibrium (<xref ref-type="bibr" rid="B51">Wolfson and Sabatini, 2017</xref>). Under conditions of leucine deprivation or DNA damage, general control nonderepressible kinase 2 (GCN2) is activated, and ATF4 is upregulated, inducing upregulation of Sestrin2 expression in response to cellular stress, increased binding of Sestrin2 to GATOR2, disruption of the interaction of GATOR2 with GATOR1. Consequently, this increases free GATOR1 levels, enhances the interaction of Sestrin2 with Ras-related GTPase (Rag GTPase), inactivates Rag GTPase, and recruits TSC2 to the lysosome to inactivate Rheb. This process blocks leucine-induced lysosomal localization of mTORC1 and inhibits its kinase activity, ultimately decreasing the phosphorylation of p70S6K and 4EBP1, thereby inhibiting the mTORC1 signaling pathway (<xref ref-type="bibr" rid="B51">Wolfson and Sabatini, 2017</xref>; <xref ref-type="bibr" rid="B54">Ye et al., 2015</xref>; <xref ref-type="bibr" rid="B7">Budanov and Karin, 2008</xref>). Activated general control nonderepressible kinase 2 (GCN2) also phosphorylates eukaryotic initiation factor 2&#x3b1; (EIF2&#x3b1;), resulting in blocked GDP to GTP conversion on EIF2 and delayed translation initiation (<xref ref-type="bibr" rid="B32">Lehman et al., 2015</xref>). Leucine deprivation also increases the phosphorylation of eEF2&#x3b1; and slows the elongation rate, decreasing translation efficiency (<xref ref-type="bibr" rid="B32">Lehman et al., 2015</xref>). In leucine deficiency, Sestrin2 activates AMPK through direct interaction and induces phosphorylation of TSC2, which converts Rheb from a GTP-bound state to a GDP-bound state, inactivating Rheb and thus inhibiting the mTORC1 pathway (<xref ref-type="bibr" rid="B52">Xu et al., 2019</xref>). Under arginine depletion conditions, the cytosolic arginine sensor for mTORC1 subunit 1 (CASTOR1) can bind to GATOR2, disrupting the interaction between GATOR2 and GTPase activating protein activity toward rags complex 2 (GATOR1). This increase in free GATOR1 promotes the conversion of Rag GTPase to Rag GDPase, preventing the activation of the mTORC1 pathway (<xref ref-type="bibr" rid="B22">Franco-Romero and Sandri, 2021</xref>) (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Related mechanisms of amino acid deprivation leading to skeletal muscle atrophy. In the case of amino acid deprivation, (CASTOR1) expression is increased, whereas GCN2 is activated. This promotes activating transcription factor 4 (ATF4), upregulation, increasing Sestrin2 levels downstream of ATF4 in response to cell stress, thereby promoting the formation of Sestrin2-Gator2 and Castor1-Gator2 complex. Once free GATOR1 is increased, mTORC1 signaling is inhibited, thereby yielding a reduction in protein synthesis. The increased phosphorylation of EIF2&#x3b1; and eEF2&#x3b1; impedes the initiation of translation and subsequent elongation, resulting in reduced translational efficiency.</p>
</caption>
<graphic xlink:href="fphys-16-1533394-g003.tif"/>
</fig>
</sec>
<sec id="s3-6">
<title>3.6 Upregulation of MSTN expression</title>
<p>MSTN, a transforming growth factor-&#x3b2; superfamily member, is produced and secreted mainly by skeletal muscle. It inhibits the proliferation and differentiation of myoblasts and is a negative regulator of skeletal muscle growth and development (<xref ref-type="bibr" rid="B56">Yoshida and Delafontaine, 2020</xref>; <xref ref-type="bibr" rid="B13">Chen et al., 2021</xref>). MSTN synthesis is increased by stimuli such as inflammation, oxidative stress, angiotensin II, and glucocorticoids (<xref ref-type="bibr" rid="B30">Ji et al., 2022</xref>). On the surface of myocytes, MSTN binds first to Activin Receptor Type IIB and then to Activin Receptor Like Kinase 4/5 (ALK4/5) to form a complex and activate it. Subsequently, phosphorylation of Smad2/3 induces the formation of a complex between Smad2/3 and Smad4, inactivation of Akt, blockage of Akt/mTORC1 signaling, and reduced protein synthesis (<xref ref-type="bibr" rid="B42">Sartori et al., 2021</xref>; <xref ref-type="bibr" rid="B46">Verzola et al., 2019</xref>). MSTN signaling can also be independent of Smad regulation (<xref ref-type="bibr" rid="B13">Chen et al., 2021</xref>). Activation of the nuclear transcription factor-&#x3ba;B (NF-&#x3ba;B) pathway can be induced by tumor necrosis factor-&#x3b1; (TNF-&#x3b1;), which stimulates the upregulation of MSTN expression in myoblasts and inhibits the proliferation of myoblasts through the activation of p38 mitogen-activated protein kinase (p38 MAPK) via the transforming growth factor beta-activated kinase 1-mitogen-activated protein kinase 6 (TAK1-MAPK6) pathway (<xref ref-type="bibr" rid="B13">Chen et al., 2021</xref>). In patients with chronic obstructive pulmonary emphysema, MSTN is elevated in skeletal muscle, which activates the NF-&#x3ba;B pathway, induces elevated reactive oxygen species (ROS) in skeletal muscle via the Smad2/3-TNF-&#x3b1;-NF-&#x3ba;B pathway, and inhibits the Akt/mTORC1 pathway, leading to decreased protein synthesis (<xref ref-type="bibr" rid="B30">Ji et al., 2022</xref>) (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Mechanism of inflammatory factors, myostatin (MSTN) and ATF4 involved in reduced protein synthesis: In the context of inflammation, oxidative stress and glucocorticoid overflow, pro-inflammatory cytokines such as IL-1&#x3b2;, IL-6, and TNF-&#x3b1; activate NF-&#x3ba;B, p38MAPK, and JAK-STAT pathways. The activation of NF-&#x3ba;B pathway also promotes the expression of TNF-&#x3b1; and MSTN, whereas the increase of ROS also activates NF-&#x3ba;B pathway and inhibits mTORC1 signal transduction; MSTN first combines with actriib, and then with ALK4/5 to synthesize a complex and activate it. Smad2/3 phosphorylation induced Smad2/3 and Smad4 to form a complex, leading to the inactivation of Akt. Once Akt/mTORC1 signaling was blocked, protein synthesis decreased. In the process of fasting, immobilization, and aging, activated ATF4 promotes the expression of GADD45&#x3b1; protein, whereas, under denervation, histone deacetylase 4 (HDAC4) promotes the expression of GADD45&#x3b1;. Briefly, these factors interact to inhibit mTORC1 signal transduction, resulting in reduced protein synthesis, which eventually leads to muscle atrophy.</p>
</caption>
<graphic xlink:href="fphys-16-1533394-g004.tif"/>
</fig>
</sec>
<sec id="s3-7">
<title>3.7 Chronic pro-inflammatory factor stimulation</title>
<p>In sepsis, cancer, chronic heart failure, and diabetes, high levels of pro-inflammatory cytokines such as IL-1&#x3b2;, IL-6, and TNF-&#x3b1; act directly on NF-&#x3ba;B, p38 mitogen-activated protein kinase, and Janus kinase-Signal Transducer and Activator of Transcription (JAK-STAT) pathways through the corresponding receptors, resulting in increased expression of suppressor of cytokine signaling 3, degradation of IRS1, and inhibition of the Akt/mTORC1 pathway, and decreased protein synthesis (<xref ref-type="bibr" rid="B30">Ji et al., 2022</xref>; <xref ref-type="bibr" rid="B52">Xu et al., 2019</xref>). During sepsis, activated IL-6 binds to cell surface &#x3b1;-receptors, leading to Glycoprotein 130 (GP130) recruitment and homodimerization, and the activated IL-6-&#x3b1; receptor binds to GP130 to form a complex, leading to GP130 phosphorylation and tyrosine kinase of the JAK family (mainly JAK1, JAK2, and tyrosine kinase 2) activation and binding to STAT, which phosphorylates STAT, leading to enhanced expression of CCAAT enhancer-binding protein &#x3b4;, interference with insulin-induced IRS-1/Akt signaling, and inhibition of protein synthesis (<xref ref-type="bibr" rid="B30">Ji et al., 2022</xref>; <xref ref-type="bibr" rid="B57">Zanders et al., 2022</xref>) (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
</sec>
<sec id="s3-8">
<title>3.8 Oxidative stress and mitochondrial dysfunction</title>
<p>Oxidative stress will produce ROS, which is mainly produced in mitochondria, and accumulation of ROS can induce muscle atrophy under a variety of pathological conditions (such as aging, disuse, diabetes, denervation and cancer cachexia) (<xref ref-type="bibr" rid="B53">Xu et al., 2025</xref>; <xref ref-type="bibr" rid="B19">Eshima et al., 2025</xref>; <xref ref-type="bibr" rid="B20">Eshima et al., 2023</xref>). When the mitochondria of skeletal muscle are damaged due to ROS production, lipid peroxidation within the mitochondria intensifies, leading to increased mitochondrial damage (<xref ref-type="bibr" rid="B53">Xu et al., 2025</xref>; <xref ref-type="bibr" rid="B28">Hughes et al., 2022</xref>).</p>
<p>During the aging process, high levels of ROS induce oxidative damage to nucleic acids, proteins, and lipids, leading to a decrease in protein synthesis (<xref ref-type="bibr" rid="B53">Xu et al., 2025</xref>). Under high oxidative stress conditions, the activity or content of dihydropyridine receptors in muscles is significantly reduced, the expression of dihydropyridine receptors is decreased, the number of unconjugated ryanodine receptors is increased, the release of Ca<sup>2&#x2b;</sup>in the sarcoplasmic reticulum is reduced, resulting in a significant decrease in the excitation contraction coupling of muscles, a decrease in muscle strength, and ultimately leading to muscle atrophy (<xref ref-type="bibr" rid="B53">Xu et al., 2025</xref>; <xref ref-type="bibr" rid="B2">Ahn et al., 2022</xref>).</p>
<p>Limb disuse and diabetes will increase the oxidative status of muscle tissue, reduce the level of antioxidant enzymes in the body, lead to excessive increase of ROS, reduce mitochondrial biology, and promote oxidative damage (<xref ref-type="bibr" rid="B14">Chen et al., 2023</xref>; <xref ref-type="bibr" rid="B34">Lv et al., 2022</xref>). When the load on muscles increases, neuronal nitric oxide synthase (nNOS) is activated, and nitric oxide reacts with superoxide to produce peroxynitrite, activating the transient receptor potential cation channel, subfamily V, member 1, inducing Ca<sup>2&#x2b;</sup> release in the sarcoplasmic reticulum, triggering mTOR activation, and inducing increased protein synthesis (<xref ref-type="bibr" rid="B29">Ito et al., 2013</xref>). On the contrary, disuse of limbs leads to a decrease in protein synthesis. Elevated ROS levels in patients with diabetes can directly damage &#x3b2; cells in pancreatic islets and promote apoptosis, induce insulin resistance, inhibit the PI3K/Akt/mTORC1 pathway, impede the initial stages of mRNA translation, and reduce protein synthesis (<xref ref-type="bibr" rid="B58">Zhang et al., 2023</xref>; <xref ref-type="bibr" rid="B31">Kubat et al., 2023</xref>). It is worth mentioning that deuterium-enhanced polyunsaturated fatty acids can resist the lipid peroxidation chain reaction triggered by ROS, inhibit lipid peroxidation, and prevent muscle atrophy and weakness caused by diabetes (<xref ref-type="bibr" rid="B19">Eshima et al., 2025</xref>).</p>
<p>In disuse muscular atrophy induced by denervation, skeletal muscle blood perfusion is reduced, resulting in ischemia and hypoxia. Long-term ischemia and hypoxia promote excessive production of ROS, resulting in oxidative damage, increase of inflammatory factors, activation of inflammatory response, and aggravation of skeletal muscle injury (<xref ref-type="bibr" rid="B14">Chen et al., 2023</xref>; <xref ref-type="bibr" rid="B58">Zhang et al., 2023</xref>).</p>
<p>In cancer cachexia patients, the expression of IL-6, TNF-&#x3b1;, and MSTN increases, leading to activation of the STAT3 and NF-&#x3ba;B pathways, increased inflammation, decreased activity and expression of peroxisome proliferator activated receptor-&#x3b3; coactivator factor-1&#x3b1;, decreased antioxidant capacity, increased oxidative stress, reduced mitochondrial biogenesis, resulting in inhibition of the synthetic metabolic pathway (<xref ref-type="bibr" rid="B1">Abu et al., 2023</xref>; <xref ref-type="bibr" rid="B10">Carson et al., 2016</xref>) (<xref ref-type="fig" rid="F4">Figure 4</xref>).</p>
</sec>
<sec id="s3-9">
<title>3.9 ATF4 activation</title>
<p>ATF4, a member of the CREB/ATF family, participates in anabolic cellular stress responses and acts as a downstream mediator of the EIF2&#x3b1; kinase and mTORC1 in response to anti-insulin/IGF-1 signaling. It is activated during oxidative stress and endoplasmic reticulum (ER) stress (<xref ref-type="bibr" rid="B17">Ebert et al., 2019</xref>). In patients with lateral sclerosis, unfolded and misfolded proteins accumulate in the lumen of the ER. Immunoglobulin-binding proteins bind to these proteins, activating the protein kinase RNA-like ER kinase, which leads to increased phosphorylation of EIF2&#x3b1; and the expression of ATF4 mRNA while inhibiting EIF2B activity. This process reduces ribosome assembly and protein synthesis (<xref ref-type="bibr" rid="B42">Sartori et al., 2021</xref>; <xref ref-type="bibr" rid="B12">Chen et al., 2015</xref>; <xref ref-type="bibr" rid="B18">Ebert et al., 2022</xref>). During fasting, immobilization, and aging, activated ATF4 promotes growth arrest and DNA damage-induced 45&#x3b1; (Gadd45&#x3b1;) protein expression. This protein binds to mitogen-activated protein kinase kinase kinase 4 (MAP3K4) to form a complex that activates downstream mitogen-activated protein kinases 3, 4, 6, and 7, leading to p38MAPK activation, which reduces mitochondrial production, inhibits protein synthesis, and promotes muscle atrophy (<xref ref-type="bibr" rid="B17">Ebert et al., 2019</xref>). In contrast, during denervation, growth arrest and DNA damage-induced 45&#x3b1; (Gadd45&#x3b1;) protein expression is induced by histone deacetylase 4 (<xref ref-type="bibr" rid="B5">Bongers et al., 2013</xref>; <xref ref-type="bibr" rid="B8">Bullard et al., 2016</xref>) (<xref ref-type="fig" rid="F3">Figure 3</xref>).</p>
</sec>
<sec id="s3-10">
<title>3.10 Downregulation or mutation of glycyl-tRNA synthetase expression</title>
<p>Glycyl-tRNA synthetase (GARS) mediates protein synthesis by catalyzing the binding of glycine to tRNA to generate glycyl-tRNA, generating glycine residues to cognate tRNAs during mitochondrial and cytoplasmic protein translation (<xref ref-type="bibr" rid="B23">Galindo-Feria et al., 2022</xref>). GARS mutations can lead to type 2D Charcot Marie Tooth disease (<xref ref-type="bibr" rid="B60">Zhao et al., 2021</xref>). These mutations cause ribosomal arrest by inhibiting the regulation of glycyl-tRNA at the ribosomal A site, which induces phosphorylation of EIF2&#x3b1; and activates the integrated stress response, leading to inhibition of translational initiation (<xref ref-type="bibr" rid="B36">Mendonsa et al., 2021</xref>). The downregulation or complete deletion of GARS expression leads to mitochondrial translational defects in neuronal and myogenic cells, causing reduced protein synthesis (<xref ref-type="bibr" rid="B48">Wang et al., 2016</xref>; <xref ref-type="bibr" rid="B59">Zhang et al., 2021</xref>).</p>
</sec>
</sec>
<sec id="s4">
<title>4 Summary and outlook</title>
<p>Muscle atrophy is characterized by the inhibition of protein synthesis, resistance to anabolic stimuli, and protein degradation due to many factors. While intensive research on protein synthesis has focused on the signaling mechanisms associated with the mTORC1 pathway, which involves the regulation of changes in factors such as glycogen synthase kinase-3, glucocorticoids, 5&#x2032;-AMP-activated protein kinase, branched-chain amino acid sensors, myostatin, long-term proinflammatory factors, oxidative stress and mitochondrial dysfunction, calciumion concentration, activating transcription factor 4, and glycyl-tRNA synthetase (<xref ref-type="table" rid="T1">Table 1</xref>). Currently, it is known that inhibition of mTORC1 can cause a decrease in ribosomal DNA transcription and promote riboautophagy. However, the mechanisms underlying the biological decline of ribosomes and mitochondria, as well as the relationship between post-translational modifications of proteins and decreased protein synthesis, are still unclear. In the context of denervation, cancer cachexia, diabetes mellitus, aging, oxidative stress, immobilization, and inflammation, it is necessary to determine whether all regulatory mechanisms leading to decreased protein synthesis are present in each muscle atrophy disease. These investigations may indicate that relying on a single gene or pathway to study the underlying mechanisms is insufficient. Instead, verifying the commonality of these reduced protein synthesis factors in various myasthenic diseases is essential to decode the molecular mechanism of skeletal muscle atrophy.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Factors related to decreased protein synthesi.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Influencing factors</th>
<th align="left">Key molecules<break/>or pathways</th>
<th align="left">Mechanism</th>
<th align="left">Causes/diseases</th>
<th align="left">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">IGF-1/PI3K/Akt/mTOR pathway inhibition</td>
<td align="left">IGF-1<break/>Akt<break/>mTORC1</td>
<td align="left">Inhibition of ribosome biosynthesis and protein translation initiation<break/>Reduction in protein synthesis</td>
<td align="left">Malnutrition, Insulin resistance<break/>Aging<break/>Immobilization</td>
<td align="left">
<xref ref-type="bibr" rid="B21">Figueiredo et al. (2021)</xref>, <xref ref-type="bibr" rid="B35">Mathis et al. (2017)</xref>
</td>
</tr>
<tr>
<td align="left">GSK3&#x3b2; activation</td>
<td align="left">TSC2<break/>mTORC1<break/>eIF2B&#x3b5;<break/>&#x3b2;-catenin</td>
<td align="left">Phosphorylation of TSC2 and inhibition of mTORC1<break/>Phosphorylation of eIF2B&#x3b5; and inhibition of translation initiation<break/>Phosphorylation of &#x3b2;-catenin and c-myc <break/>Serine dephosphorylation of IGF-1R and IRS-1</td>
<td align="left">Excessive dexamethasone<break/>Muscle disuse</td>
<td align="left">
<xref ref-type="bibr" rid="B38">Mirzoev et al. (2021),</xref> <xref ref-type="bibr" rid="B37">Mirzoev (2020)</xref>
</td>
</tr>
<tr>
<td align="left">Glucocorticoid overflow</td>
<td align="left">Dexamethasone<break/>KLF15<break/>Insulin and IGF-1</td>
<td align="left">Upregulation of KLF15 and REDD1 expression<break/>Promotion of branched chain amino acid catabolism<break/>Resistance to insulin and IGF-1</td>
<td align="left">Diabetes<break/>Long-term use of glucocorticoid</td>
<td align="left">
<xref ref-type="bibr" rid="B30">Ji et al. (2022),</xref> <xref ref-type="bibr" rid="B26">Hirata et al. (2022),</xref> <xref ref-type="bibr" rid="B6">Britto et al. (2014),</xref> <xref ref-type="bibr" rid="B22">Franco-Romero and Sandri (2021)</xref>
</td>
</tr>
<tr>
<td align="left">Activation of AMPK</td>
<td align="left">RAPTOR<break/>eEF2K<break/>TSC2</td>
<td align="left">Phosphorylation and activation of TSC2<break/>Phosphorylation of RAPTOR and reduction of mTORC1 activity<break/>Phosphorylation and activation of eEF2K</td>
<td align="left">Diabetes<break/>Insulin resistance<break/>Chronic inflammation</td>
<td align="left">
<xref ref-type="bibr" rid="B49">White (2021),</xref> <xref ref-type="bibr" rid="B40">Papadopoli et al. (2021),</xref> <xref ref-type="bibr" rid="B37">Mirzoev (2020),</xref> <xref ref-type="bibr" rid="B22">Franco-Romero and Sandri (2021),</xref> <xref ref-type="bibr" rid="B44">Thomson (2018)</xref>
</td>
</tr>
<tr>
<td align="left">Branched-chain amino acid sensors upregulated expression</td>
<td align="left">Leucine<break/>Sestrin2<break/>mTORC1<break/>EIF2&#x3b1; and eEF2&#x3b1;</td>
<td align="left">Leucine deprivation blocks mTORC1 lysosomal localization<break/>Phosphorylation of EIF2&#x3b1;<break/>Leucine deprivation increases eEF2&#x3b1; phosphorylation<break/>AMPK activated by Sestrin2</td>
<td align="left">Leucine deprivation<break/>DNA damage<break/>Malnutrition</td>
<td align="left">
<xref ref-type="bibr" rid="B51">Wolfson and Sabatini (2017),</xref> <xref ref-type="bibr" rid="B54">Ye et al. (2015),</xref> <xref ref-type="bibr" rid="B7">Budanov and Karin (2008),</xref> <xref ref-type="bibr" rid="B32">Lehman et al. (2015),</xref> <xref ref-type="bibr" rid="B52">Xu et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="left">Upregulation of MSTN expression</td>
<td align="left">Smad2/3 pathway<break/>NF-&#x3ba;B pathway<break/>p38-MAPK pathway</td>
<td align="left">Activation of Smad2/3 pathway and NF-&#x3ba;B pathway</td>
<td align="left">Inflammation<break/>Oxidative stress<break/>Angiotensin II and Glucocorticoids</td>
<td align="left">
<xref ref-type="bibr" rid="B30">Ji et al. (2022),</xref> <xref ref-type="bibr" rid="B13">Chen et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">Chronic proinflammatory factor stimulation</td>
<td align="left">TNF-&#x3b1;<break/>IL-6<break/>JAK/STAT/C/EBP&#x3b4; pathways</td>
<td align="left">Activation of JAK/STAT/C/EBP&#x3b4; pathway<break/>IRS-1/Akt signaling pathway impaired by pro-inflammatory cytokines</td>
<td align="left">Chronic heart failure<break/>Cancer cachexia<break/>Sepsis<break/>Diabetes</td>
<td align="left">
<xref ref-type="bibr" rid="B30">Ji et al. (2022),</xref> <xref ref-type="bibr" rid="B13">Chen et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="left">Oxidative stress and mitochondrial<break/>dysfunction</td>
<td align="left">ROS<break/>Mitochondria<break/>ATP</td>
<td align="left">Oxidative stress leads to ROS accumulation<break/>Mitochondrial function disrupted by ROS</td>
<td align="left">Aging and muscle disuse<break/>Diabetes and cancer cachexia<break/>Denervation</td>
<td align="left">
<xref ref-type="bibr" rid="B30">Ji et al. (2022),</xref> <xref ref-type="bibr" rid="B53">Xu et al. (2025),</xref> <xref ref-type="bibr" rid="B14">Chen et al. (2023),</xref> <xref ref-type="bibr" rid="B34">Lv et al. (2022),</xref> <xref ref-type="bibr" rid="B58">Zhang et al. (2023)</xref>
</td>
</tr>
<tr>
<td align="left">Dysregulation of Ca<sup>2&#x2b;</sup> homeostasis</td>
<td align="left">nNOS<break/>Ca<sup>2&#x2b;</sup>
</td>
<td align="left">Denervation<break/>Reduced activity of Ca&#xb2;&#x207a; release channels</td>
<td align="left">Aging<break/>Oxidative stress<break/>Immobilization</td>
<td align="left">
<xref ref-type="bibr" rid="B53">Xu et al. (2025),</xref> <xref ref-type="bibr" rid="B2">Ahn et al. (2022),</xref> <xref ref-type="bibr" rid="B29">Ito et al. (2013)</xref>
</td>
</tr>
<tr>
<td align="left">ATF4 activation</td>
<td align="left">Protein kinase RNA like endoplasmic reticulum kinase<break/>HDAC4</td>
<td align="left">Upregulation of Gadd45&#x3b1; expression activates p38MAPK and inhibits protein synthesis</td>
<td align="left">Fasting<break/>Immobilization<break/>Aging<break/>Denervation</td>
<td align="left">
<xref ref-type="bibr" rid="B17">Ebert et al. (2019),</xref> <xref ref-type="bibr" rid="B5">Bongers et al. (2013),</xref> <xref ref-type="bibr" rid="B8">Bullard et al. (2016)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s5">
<title>Author contributions</title>
<p>PC: Writing&#x2013;original draft, Writing&#x2013;review and editing. FJ: Supervision, Writing&#x2013;review and editing. MW: Supervision, Writing&#x2013;review and editing. SY: Supervision, Validation, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s6">
<title>Funding</title>
<p>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 (No. 32260217) and Science and technology projects of Guizhou Province [No. ZK(2023)056; No. ZK(2022)608].</p>
</sec>
<sec sec-type="COI-statement" id="s7">
<title>Conflict of interest</title>
<p>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.</p>
</sec>
<sec sec-type="ai-statement" id="s8">
<title>Generative AI statement</title>
<p>The author(s) declare that no Gen AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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