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<journal-id journal-id-type="publisher-id">Front. Mol. Biosci.</journal-id>
<journal-title>Frontiers in Molecular Biosciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mol. Biosci.</abbrev-journal-title>
<issn pub-type="epub">2296-889X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="publisher-id">1258870</article-id>
<article-id pub-id-type="doi">10.3389/fmolb.2023.1258870</article-id>
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<subj-group subj-group-type="heading">
<subject>Molecular Biosciences</subject>
<subj-group>
<subject>Review</subject>
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<title-group>
<article-title>Recent progress in the effect of ferroptosis of HSCs on the development of liver fibrosis</article-title>
<alt-title alt-title-type="left-running-head">Tang 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/fmolb.2023.1258870">10.3389/fmolb.2023.1258870</ext-link>
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<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Tang</surname>
<given-names>Rui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2216705/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Luo</surname>
<given-names>Jing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Zhu</surname>
<given-names>Xiaoxia</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Miao</surname>
<given-names>Pengyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2276605/overview"/>
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<contrib contrib-type="author">
<name>
<surname>Tang</surname>
<given-names>Hong</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
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<contrib contrib-type="author">
<name>
<surname>Jian</surname>
<given-names>Yue</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
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<contrib contrib-type="author">
<name>
<surname>Ruan</surname>
<given-names>Sibei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Ling</surname>
<given-names>Feng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tang</surname>
<given-names>Mingxi</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>School of Basic Medical Sciences</institution>, <institution>Southwest Medical University</institution>, <addr-line>Luzhou</addr-line>, <addr-line>Sichuan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pathology</institution>, <institution>Affiliated Hospital of Southwest Medical University</institution>, <addr-line>Luzhou</addr-line>, <addr-line>Sichuan</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/989641/overview">Yu-Chen Fan</ext-link>, Shandong University, China</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/710094/overview">Wei Chen</ext-link>, Capital Medical University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1434660/overview">Feng Zhang</ext-link>, Nanjing University of Chinese Medicine, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Mingxi Tang, <email>mxtang69@swmu.edu.cn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>09</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1258870</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Tang, Luo, Zhu, Miao, Tang, Jian, Ruan, Ling and Tang.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Tang, Luo, Zhu, Miao, Tang, Jian, Ruan, Ling and Tang</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>Fibrosis is a common pathological process that must take place for multiple chronic liver diseases to develop into cirrhosis and liver cancer. Liver fibrosis (LF) is regulated by various cytokines and signaling pathways in its occurrence and development. Ferroptosis is an important mode of cell death caused by iron-dependent oxidative damage and is regulated by iron metabolism and lipid peroxidation signaling pathways. In recent years, numerous studies have shown that ferroptosis is closely related to LF. As the main material secreted by the extracellular matrix, hepatic stellate cells (HSCs) are a general concern in the development of LF. Therefore, targeting HSC ferroptosis against LF is crucial. This review describes the current status of treating LF by inducing HSC ferroptosis that would aid studies in better understanding the current knowledge on ferroptosis in HSCs and the future research direction in this field.</p>
</abstract>
<kwd-group>
<kwd>ferroptosis</kwd>
<kwd>liver fibrosis</kwd>
<kwd>HSCs</kwd>
<kwd>iron ions</kwd>
<kwd>lipid peroxidation</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Molecular Diagnostics and Therapeutics</meta-value>
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</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>The liver is an essential digestive organ for the human body. If its function is impaired, it will affect the normal metabolism of the human body (<xref ref-type="bibr" rid="B54">Roehlen et al., 2020</xref>). Liver fibrosis (LF) is a pathological phenomenon that causes the accumulation of the extracellular matrix (ECM) due to persistent and repeated liver damage (<xref ref-type="bibr" rid="B93">Bertheloot et al., 2021</xref>). It is mainly characterized by the excessive accumulation of the ECM (such as collagen, fibronectin, and laminin) in the liver, triggering a persistent wound-healing response associated with various injuries (such as chronic viral and chemical hepatitis, genetic and metabolic diseases, and autoimmune diseases) (<xref ref-type="bibr" rid="B74">Wu and Zern, 2000</xref>; <xref ref-type="bibr" rid="B26">Iredale, 2003</xref>). Hepatic stellate cells (HSCs) play a crucial role in the development, progression, and reversal of hepatic fibrosis (<xref ref-type="bibr" rid="B68">Trivedi et al., 2021</xref>; <xref ref-type="bibr" rid="B51">Park et al., 2019</xref>). HSCs are also called vitamin A storage cells, lipid cells, stromal cells, fat storage cells, or Ito cells (<xref ref-type="bibr" rid="B58">Senoo et al., 2010</xref>). Under normal conditions, HSCs are mainly distributed around the hepatic sinusoids, representing approximately 8%&#x2013;14% of the hepatocytes (<xref ref-type="bibr" rid="B37">Kumar et al., 2018</xref>), and are placed in a dormant state (<xref ref-type="bibr" rid="B17">Garbuzenko, 2022</xref>). The main function of HSCs is to store vitamin A and fat and to provide energy reserve and metabolic functions for the liver (<xref ref-type="bibr" rid="B21">Hong et al., 2018</xref>). However, under chronic liver injury and inflammation (<xref ref-type="bibr" rid="B43">Li et al., 2021</xref>; <xref ref-type="bibr" rid="B19">Heymann et al., 2016</xref>), HSCs are activated and change from dormant to active fibroblasts (<xref ref-type="bibr" rid="B68">Trivedi et al., 2021</xref>). When the liver is damaged, the HSC phenotype changes, or they are converted into fibroblasts by activating &#x3b1;-smooth muscle actin (<xref ref-type="bibr" rid="B68">Trivedi et al., 2021</xref>), promoting the secretion of collagen (<xref ref-type="bibr" rid="B32">Khomich et al., 2019</xref>). Fibroblasts secrete matrices, such as smooth muscle actin, type I and III collagen fibers, fibronectin, thrombin-sensitive protein-1, and proteoglycans, and produce lysyl oxidase (LOX), lysyl oxidase-like protein (LOXL), and transglutaminase with HSCs to mediate the cross-linking of collagen (<xref ref-type="bibr" rid="B7">Cannito et al., 2017</xref>; <xref ref-type="bibr" rid="B56">Schnabel et al., 2004</xref>; <xref ref-type="bibr" rid="B52">Perepelyuk et al., 2013</xref>; <xref ref-type="bibr" rid="B71">Vallet et al., 2019</xref>). When the injury stimuli persist, HSCs are continuously activated and transform into fibroblasts, which destroy the balance of the liver sinus, leading to excessive accumulation and deposition of the ECM in the Disse space. When the liver is damaged, changes in the HSC phenotype aggravate liver fibrosis, leading to the formation of liver scar tissue (<xref ref-type="bibr" rid="B39">Lackner et al., 2019</xref>). The progression of fibrosis seriously affects liver function and may eventually lead to cirrhosis, liver failure, and even the development of liver cancer (<xref ref-type="bibr" rid="B10">Chen et al., 2020b</xref>).</p>
<p>In recent years, ferroptosis has received much attention in the medical field as a new form of cell death. Ferroptosis is an iron ion-dependent form of cell death, which includes the accumulation of iron ions, the accumulation of ROS, and lipid peroxidation (<xref ref-type="bibr" rid="B8">Chen et al., 2020a</xref>; <xref ref-type="bibr" rid="B50">Pan et al., 2021</xref>) (<xref ref-type="fig" rid="F1">Figure 1</xref>). Iron plays a key role in ferroptosis and promotes oxygen-free radicals and lipid peroxidation. Iron overload is an important factor in ferroptosis, and intracellular iron regulatory proteins regulate intracellular iron content (<xref ref-type="bibr" rid="B9">Chen et al., 2023</xref>). Iron-based autophagy is stable by regulating intracellular iron content (<xref ref-type="bibr" rid="B22">Hou et al., 2016</xref>). Excessive phagocytosis of ferritin leads to cell death and the onset of disease. NCOA4 associates with ferritin and regulates the phagocytic process of ferritin. The downregulation of ATG5 and ATG7 was able to inhibit ferroptosis, reduce the levels of free irons and lipid peroxides, and increase the content of glutathione (<xref ref-type="bibr" rid="B22">Hou et al., 2016</xref>). Iron content is associated with the occurrence of ferroptosis, and the inhibition of autophagy and the decreased expression of the NCOA4 gene induce the development of ferroptosis (<xref ref-type="bibr" rid="B22">Hou et al., 2016</xref>; <xref ref-type="bibr" rid="B47">Mancias et al., 2015</xref>). Autophagy-related genes are also factors that regulate the development of ferroptosis (<xref ref-type="bibr" rid="B95">Gao et al., 2016</xref>). The injury of lipid peroxidation is one of the causes of ferroptosis and is triggered by oxidative stress. ROS attacks on biofilms cause damage, but the normal liver has an antioxidant system to consume reactive oxygen species. ACSL4 catalyzes the conversion of long-chain fatty acids into lipid acyl-coenzymes and plays a key role in oxidative stress (<xref ref-type="bibr" rid="B81">Yuan et al., 2016</xref>). AA and AdA and A-CoA and AdA-CoA esteracetyl-CoA, forming AA/AdA-PE, lead to the destruction of membrane structure and promote ferroptosis (<xref ref-type="bibr" rid="B70">Valerian et al., 2016</xref>; <xref ref-type="bibr" rid="B14">Doll et al., 2017</xref>; <xref ref-type="bibr" rid="B36">Kuang et al., 2020</xref>). The inhibition of system xc reduces GSH levels and affects the function of GPX 4 (<xref ref-type="bibr" rid="B16">Du et al., 2022</xref>). GPX 4 is a key regulator of regulating ferroptosis for resolving lipid peroxides (<xref ref-type="bibr" rid="B6">Brigelius-Flohe et al., 2013</xref>). The FSP1-CoQ10-NAD(P)H pathway, as an independent parallel system, cooperates to prevent phospholipid peroxidation and ferroptosis of GSH-GPX4 (<xref ref-type="bibr" rid="B3">Bersuker et al., 2019</xref>; <xref ref-type="bibr" rid="B13">Doll et al., 2019</xref>). The GCH1/BH4/DHFR pathway and DHODH pathway are also key pathways for resistance to ferroptosis (<xref ref-type="bibr" rid="B35">Kraft et al., 2020</xref>; <xref ref-type="bibr" rid="B48">Mao et al., 2021</xref>). Nrf 2 is a transcription factor regulating the redox balance that suppresses the development of ferroptosis (<xref ref-type="bibr" rid="B69">Tsai et al., 2020</xref>; <xref ref-type="bibr" rid="B63">Sun et al., 2016</xref>). The p62-Keap1-Nrf 2 pathway was also able to inhibit the development of ferroptosis (<xref ref-type="bibr" rid="B69">Tsai et al., 2020</xref>; <xref ref-type="bibr" rid="B63">Sun et al., 2016</xref>; <xref ref-type="bibr" rid="B64">Sun et al., 2020</xref>). Elevated iron levels are a common feature of all these profibrotic diseases, suggesting that iron load may aggravate the degree of LF and promote disease progression. Excessive intracellular Fe accumulation can produce hydroxyl groups and peroxy radicals through oxidation reactions, promote polylipid peroxidation, and eventually lead to ferroptosis (<xref ref-type="bibr" rid="B92">Gaschler and Stockwell, 2017</xref>). In addition, HSCs are also an important part of LF, so ferroptosis plays an important role in hepatic stellate cell activation and LF progression. Understanding the mechanisms of ferroptosis that target HSC death and developing targeted therapeutic approaches have great potential for improving the therapeutic efficacy of LF.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Ferroptosis mechanisms. Ferroptosis is mainly caused by the iron metabolic pathway (orange line), GSH function (green line), lipid peroxidation (blue line), and VDAC pathway (purple line); regulation of ferroptosis by the ferroxidase inhibitory protein 1-coenzyme Q10 is shown by the pink line. After iron overload, free Fe2 &#x002B; can form hydroxyl radicals through the Fenton reaction, promoting lipid ROS leading to ferroptosis, and excessive iron accumulation can also lead to ferroptosis. Massive exploitation of VDAC channels leads to mitochondrial hyperpolarization, increased ROS accumulation, ferroptosis. GSH levels reduced, leading to reduced antioxidant levels; it can lead to the accumulation of reactive oxygen species. Lipid metabolism leads to lipid peroxidation through a series of reactions.</p>
</caption>
<graphic xlink:href="fmolb-10-1258870-g001.tif"/>
</fig>
<p>This review summarizes the pathogenesis and progression of ferroptosis in LF, explores the specific mechanism of action of HSCs in ferroptosis, summarizes the role of HSCs in intervention with LF through the ferroptosis pathway, and illustrates the effectiveness of treating ferroptosis in LF through HSCs. Therefore, our review aims to reveal the pathways and targets of HSCs targeting ferroptosis to treat liver fibrosis, thus allowing researchers to have a more complete understanding of HSCs and providing another insight by targeting HSC ferroptosis to treat liver fibrosis.</p>
</sec>
<sec id="s2">
<title>2 HSCs and ferroptosis in liver fibrosis</title>
<sec id="s2-1">
<title>2.1 Ferroptosis in liver fibrosis</title>
<p>Since the first study reported the role of ferroptosis in LF (<xref ref-type="bibr" rid="B62">Sui et al., 2018</xref>), evidence of ferroptosis in the pathogenesis of LF has increased. In recent years, many clinical studies have found that severe pathological iron overload symptoms are often observed in LF patients, suggesting that pathological iron overload may play a critical role in the progression of LF. <xref ref-type="bibr" rid="B76">Yang et al. (2020</xref>) observed a significant increase in Fe2 &#x2b; and also in the expression of GPX 4, TRF, and SLC7A11 proteins in the kidneys of fibrotic mice. TRF deficiency is an autosomal recessive metabolic disorder with low expression of TRF associated with severe anemia, hepatic iron overload, and fibrosis. <xref ref-type="bibr" rid="B79">Yu et al. (2020</xref>) reported that mice fed a high-iron diet showed iron accumulation in multiple organs with liver injury and LF. However, the involvement of SLC39A14 genes in TRF knockout mice, intracellular Fe2 &#x2b; transport in the liver, and TRF-specific TRF and SLC39A14 double knockout mice demonstrate that hepatic TRF deficiency could induce cellular ferroptosis to induce LF. However, the involvement of the SLC39A14 gene in intracellular Fe2 &#x2b; transport was further clarified in TRF knockout mice and in TRF-specific TRF and SLC39A14 double knockout mice, demonstrating that hepatic TRF deficiency induced ferroptosis to induce LF. Solute carrier family 39 member 14 (SLC39A14) is a key protein that causes non-transferrin-bound iron accumulation in hepatocytes in the absence of transferrin, and knockdown of SLC39A14 is able to completely reverse the LF caused by non-transferrin-bound iron deposition in hepatocytes. In the Bama mini-pig model of excessive iron-induced myocardial fibrosis, the amount of iron deposition was positively correlated with the degree of myocardial fibrosis (<xref ref-type="bibr" rid="B79">Yu et al., 2020</xref>). Solute carrier family 39 member 14 (SLC39A14) is a key protein causing non-transferrin-bound iron accumulation in hepatocytes in the absence of transferrin, and knockdown of SLC39A14 is able to completely reverse LF due to non-transferrin-bound iron deposition in hepatocytes.</p>
</sec>
<sec id="s2-2">
<title>2.2 Ferroptosis in HSCs</title>
<p>A number of basic studies have shown that static HSCs do not express the transferrin receptor, while activated HSCs overexpress the transferrin receptor (<xref ref-type="bibr" rid="B31">Karvar et al., 2020</xref>). The transferrin receptor has a strong affinity for extracellular free iron and transports iron into activated HSCs via the endocytic pathway. Activated HSC intracellular iron can produce large amounts of free radicals through the Fenton response and induce the expression of inflammatory cytokines. These stimulators can continuously activate HSCs through autocrine or paracrine pathways. This pathological circulation may lead to a substantial accumulation of iron in the activated HSCs (<xref ref-type="bibr" rid="B5">Bridle et al., 2003</xref>; <xref ref-type="bibr" rid="B55">Ruddell et al., 2009</xref>; <xref ref-type="bibr" rid="B76">Yang et al., 2020</xref>). ELAV-like RNA-binding protein 1 (ELAVL1) (<xref ref-type="bibr" rid="B88">Zhang et al., 2018</xref>), bromodomain-containing protein 7 (BRD7) (<xref ref-type="bibr" rid="B86">Zhang et al., 2020b</xref>), ZFP36 ring finger protein (ZFP36) (<xref ref-type="bibr" rid="B85">Zhang et al., 2020a</xref>), and tripartite motif-containing protein 26 (TRIM26) (<xref ref-type="bibr" rid="B90">Zhu et al., 2021a</xref>) have been implicated in regulating ferroptosis of HSCs. Embryonic lethal abnormal vision, such as 1/human antigen R (ELAVL1/HuR), also plays a key role in promoting ferroptosis in LF cells. The upregulation of ELAVL1/HuR can induce ferroptosis in hematopoietic stem cells by stabilizing the expression of autophagy-related protein Beclin-1, promote the degradation of TRF, and release Fe2 &#x2b;, leading to the imbalance of iron metabolism (<xref ref-type="bibr" rid="B88">Zhang et al., 2018</xref>). BRD7 has the ability to act as a ferroptosis inducer targeting HSCs (<xref ref-type="bibr" rid="B86">Zhang et al., 2020b</xref>). Another study showed that direct binding of BRD7 promotes p53 mitochondrial translocation, subsequently forming a complex with solute carrier family member 2,528 (SLC25A28) and enhancing its activity, causing excessive deposition of p53 mitochondrial translocation. <xref ref-type="bibr" rid="B86">Zhang et al. (2020b)</xref> further reported a critical role of the BRD7-p53-SLC25A28 axis in regulating ferroptosis in HSCs, with system Xc-inhibition, GPX4 inhibition, and GSH depletion mediated by BRD7 upregulation triggerring p53 mitochondrial translocation through direct binding to the N-terminal trans-activated structural domain, which exacerbates mitochondrial iron accumulation, electron transport chain hyperfunction, lipid peroxidation, and ultimately, iron-dependent ferroptosis. <xref ref-type="bibr" rid="B85">Zhang et al. (2020a)</xref> showed that the RNA-binding protein ZFP36 prevents ferroptosis by regulating the autophagy signaling pathway in HSCs. ZFP36 is an RNA-binding protein that disrupts autophagy-related 16-like 1 (ATG16L1) mRNA, thereby suppresses macroautophagy/autophagy activation and mediates ferroptosis resistance. TRIM26 is downregulated in the fibrotic tissue of liver tissue, and the overexpression of TRIM26 accelerates the degradation of lipid proteins by mediating SLC7A11 ubiquitination, promotes lipid peroxidation accumulation, and ultimately, leads to the death of ferritin in activated HSCs (<xref ref-type="bibr" rid="B90">Zhu et al., 2021a</xref>). In addition, N6-methyladenosine (m6A) modification is also associated with ferroptosis in liver HSCs, and FTO overexpression leads to the downregulation of m6A modification, which may damage autophagy and ferroptosis events. The m6A modification of BECN1 mRNA was significantly upregulated compared with other autophagy-related genes. YTHDF1 is a key reader protein for BECN1 mRNA stability, and the YTH domain extends the half-life of BECN1 mRNA, thereby activating autophagy and ultimately leading to ferroptosis in HSCs (<xref ref-type="bibr" rid="B60">Shen et al., 2021</xref>).</p>
<p>HSCs and hepatocytes play an important role in the physiological function of the liver, but few studies have reported the role of hepatocyte ferroptosis in the development of liver fibrosis. As liver parenchyma cells, liver cells have the largest number in the liver. Continuous hepatocyte injury and death can induce chronic inflammation and activation of HSCs, which is one of the initiations of the development of liver fibrosis (<xref ref-type="bibr" rid="B18">Gautheron et al., 2020</xref>). Iron overload is a driver of ferroptosis induction in hepatocytes, increasing the risk of developing liver fibrosis and cirrhosis. This excessive iron accumulation enhances ferroptosis in hepatocytes by inducing heme oxygenase-1 (HO-1) expression, which contributes to the progression of liver fibrosis, accompanied by the upregulation of FGF21 protein levels <italic>in vitro</italic> and <italic>in vivo</italic> (<xref ref-type="bibr" rid="B100">Wu et al., 2021</xref>). After iron overload induced ferroptosis, they release ROS and proinflammatory factors, transmit risk signals to surrounding cells including inflammatory cells and HSCs, and induce chronic inflammation and directly or indirectly induce the activation and proliferation of HSCs (<xref ref-type="bibr" rid="B18">Gautheron et al., 2020</xref>). Collagen synthesis after the activation of HSCs, ECM deposition, liver remodeling, and ultimately, fibrosis increased.</p>
<p>In the db/db mouse model of type 2 diabetes, the increased levels of TGF- &#x3b2;, collagen I, and collagen III in hepatocytes indicate a greater degree of hepatic fibrosis (<xref ref-type="bibr" rid="B61">Song et al., 2022</xref>). Ferroptosis activation was observed in hepatocytes; inhibition of GPX 4/GSH or impaired GSH synthesis increased ROS production (<xref ref-type="bibr" rid="B78">Yu et al., 2017</xref>); The Downregulation of SOD and upregulation of MDA, 4-HNE, and NOX4 increased the TfR1 expression, reduced the FPN 1 expression, and downregulated the SLC7A11 and Nrf 2/HO-1/ GPX4 signaling pathways (<xref ref-type="bibr" rid="B61">Song et al., 2022</xref>). Liraglutide suppresses hepatocyte ferroptosis and LF by increasing hepatic SLC7A11 and Nrf 2/HO-1/GPX 4 signaling expression. In addition, it reduces high glucose-induced LIP levels and intracellular lipid ROS levels <italic>in vitro</italic>, which is speculated to play a key role in reducing iron accumulation, oxidative damage, and ferroptosis (<xref ref-type="bibr" rid="B61">Song et al., 2022</xref>). Taken together, these findings suggest that the induction of ferroptosis in hepatocytes may be involved in the pathogenesis of liver fibrosis and can simultaneously promote liver fibrosis progression. However, the exact function of hepatocyte ferroptosis in the development and pathogenesis of liver fibrosis remains poorly understood. The molecular mechanisms regulating ferroptosis in hepatocytes remain largely unknown and require further investigation.</p>
<p>HSC activation is considered to be the core link of liver fibrosis, but it does not play an independent role in liver fibrosis and is regulated by the interaction network of hepatocytes and other non-parenchymal cells. It is crucial for the development and treatment of liver fibrosis to understand the difference of ferroptosis between HSCs and hepatocytes. Although these two cell classes play distinct roles in iron metabolism, their functions are tightly linked and interact. Therefore, further studies could reveal more detailed ferroptosis mechanisms between HSCs and hepatocytes, contributing to a comprehensive understanding of the pathway biology of liver disease and proposing more effective therapeutic strategies.</p>
</sec>
</sec>
<sec id="s3">
<title>3 Mechanism and potential targets for targeting HSC ferroptosis to treat liver fibrosis</title>
<p>Antifibrotic treatments can be classified as drugs that mediate their antifibrotic effects through hepatocyte protection, inhibition of HSC activation (<xref ref-type="bibr" rid="B2">Bansal et al., 2019</xref>), and fibrotic scar evolution or immunomodulation (<xref ref-type="bibr" rid="B57">Schuppan et al., 2018</xref>; <xref ref-type="bibr" rid="B2">Bansal et al., 2019</xref>). However, despite numerous preclinical and clinical trials, no antifibrotic drugs have been approved by the Food and Drug Administration (FDA), and the only curative treatment option available for patients with advanced cirrhosis is liver transplantation (<xref ref-type="bibr" rid="B49">Neong et al., 2019</xref>). As the involvement of ferroptosis in the mechanism of LF has been studied, ferroptosis-based treatment of LF is a promising direction for future research. However, ferroptosis have both beneficial and detrimental effects on the progression of LF that need to be treated rationally. We can better understand the regulation of iron metabolism, lipid peroxidation, and oxidative stress by the inhibition of HSCs through ferroptosis.</p>
<sec id="s3-1">
<title>3.1 Regulation of ferroptosis based on iron metabolism to intervene in liver fibrosis</title>
<p>The effects of disorders of iron metabolism are significant and can effectively influence the course of LF by regulating iron levels or by influencing the occurrence of ferritinophagy and, thus, regulating the outcome of cellular ferroptosis.</p>
<sec id="s3-1-1">
<title>3.1.1 Induction of ferroptosis regulates liver fibrosis</title>
<p>The role of ferritinophagy in LF has both advantages and disadvantages. On the one hand, it can lead to intracellular iron accumulation through ferritin autophagy, thereby reducing iron stores, causing an imbalance in intracellular iron homeostasis, triggering a signaling cascade to induce ferroptosis, causing the death of activated HSCs, and ultimately slowing down LF.</p>
<p>In recent years, several natural products and drugs have been effective in inducing ferroptosis by inducing ferritinophagy. <xref ref-type="bibr" rid="B34">Kong et al. (2019)</xref> found that artesunate could upregulate the expression of the vital ferritin phagocytosis marker LC3, which leads to ferritin autophagy in activated HSCs through the NCOA4-mediated autophagic pathway, thereby increasing the level of unstable iron in cells. The specific mechanism is the artesunate-induced co-localization of the ferroptosis marker GPX4, cyclooxygenase2 (Ptgs2) with the fibrosis marker &#x3b1;-SMA and the massive release of iron ions and excessive lipid peroxidation to the point of loss of antioxidant capacity, which in turn induces ferroptosis to attenuate LF. <xref ref-type="bibr" rid="B89">Zheng et al. (2022</xref>) showed that curcumol promotes autophagy in HSCs, mediates the degradation of NCOA4 and FTH 1 complexes to release iron ions, leading to iron overload, and induces ferroptosis to treat LF. <xref ref-type="bibr" rid="B62">Sui et al. (2018</xref>) reported that magnesium isoglycyrrhizinate reduced liver injury and LF scar formation by inducing ferroptosis in HSCs, and its mechanism of action was to promote iron enrichment and induce cellular ferroptosis by upregulating heme oxygenase-1 (HO-1) in HSCs and inhibiting its downstream target genes TF, TFR1, and FTH1. <xref ref-type="bibr" rid="B73">Wang et al. (2019</xref>) found that artemether (ART) induced ferroptosis in HSCs and did not affect normal liver cells. ART treatment increased the levels of iron, ROS, malondialdehyde (MDA), and 4-hydroxynonenal (4-HNE) and decreased the GSH and NADPH levels. ART-treated HSCs lead to cellular iron accumulation and ROS production, leading to cellular ferroptosis. ART can also occur through the p53-induced HSC ferroptosis. In addition, another study showed that the IRP 2-iron-ROS axis is required for ART. ART inhibits IRP2 ubiquitination and increases the iron content in HSCs, allowing IRP 2 to accumulate in HSCs and produce ROS, leading to the ferroptosis of cells (<xref ref-type="bibr" rid="B44">Li et al., 2020</xref>). <xref ref-type="bibr" rid="B87">Zhang et al. (2021</xref>) found that DHA was associated with ferroptosis and autophagy activation, and dihydroartemisinin (DHA) could inhibit the recombinant human platelet-derived growth factor-BB (PDGF-BB)-induced activation of HSCs. ATG5 siRNA and NCOA4 siRNA can inhibit DHA-mediated autophagy and ferroptosis, and ATG5 plasmid and NCOA4 plasmid can enhance the promoting effect of DHA effects on ferroptosis. Meanwhile, the N6-methyladenosine (m6A) modification is important for the activation of autophagy by DHA (<xref ref-type="bibr" rid="B59">Shen et al., 2022</xref>). DHA can inhibit the expression of demethylase FTO in HSCs, resulting in the increased level of m6A modification in HSCs. Furthermore, the level of m6A modification of BECN1 mRNA was significantly upregulated in DHA-induced HSC ferroptosis. The specific inhibition of m6A modification in HSCs can weaken DHA to induce HSC ferroptosis, so m6A can regulate the intervention mechanism of DHA (<xref ref-type="bibr" rid="B59">Shen et al., 2022</xref>). <xref ref-type="bibr" rid="B88">Zhang et al. (2018</xref>) found that ferroptosis induced by the ferroptosis inducers sorafenib and elastin-targeted induction of HSC ferroptosis, the RNA-binding protein embryonic lethal abnormal vision-like 1/human antigen R (ELAVL1/HuR) expression, can be significantly increased by inhibiting the ubiquitin-proteasome pathway, induce ferroptosis in HSCs, and relieve LF. Meanwhile, studies have shown that the inhibition of the activation of PERK signaling by GSK2656157 may enhance the sensitivity of HSCs to sorafini, thus enhancing the sorafini-induced ferroptosis of HSCs and subsequently alleviating liver fibrosis in mice (<xref ref-type="bibr" rid="B28">Jiang, 2022</xref>). Dilina and Armametty (<xref ref-type="bibr" rid="B12">Dilina and Armametty, 2023</xref>) found that the NaAsO2 caused the LX-2 iron ion level to increase to promote the occurrence of ferroptosis.</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Reducing iron overload in HSCs to slow down liver fibrosis</title>
<p>Activated HSCs are considered the major cellular source of ECM-secreting myofibroblasts for driving LF (<xref ref-type="bibr" rid="B29">Kowdley, 2004</xref>). Therefore, the inhibition of iron metabolism imbalance and excess iron accumulation in HSCs may slow down the development of LF. <xref ref-type="bibr" rid="B79">Yu et al. (2020</xref>) showed that using a hepatocyte Trf-LKO mouse model, a high-iron diet increased susceptibility to iron liver fibrosis. Their further treatment of Trf-LKO mice revealed that ferrostatin-1 rescued liver fibrosis. Furthermore, SLC39A14 was found to participate in intracellular Fe2 transport, implying that hepatic TRF deficiency can cause liver fibrosis. <xref ref-type="bibr" rid="B24">Huang et al. (2022</xref>) reported that isoliquiritigenin (ISL) relieved LF by inducing HSC ferroptosis through repressing GPX4 expression and increasing the expression of TFR and DMT1, thus producing a large number of ROS. Doxofylline (DOX) induced a significant increase in iron and ROS levels in HSCs, induced ferroptosis, and may be a promising anti-LF agent (<xref ref-type="bibr" rid="B75">Xu et al., 2023</xref>). Moreover, an RNA-binding protein, ZFP36/TTP (ZFP36 nomenclature protein), exhibits a mechanism to inhibit ferritinophagy. Erastin- and sorafenib-inducible ubiquitin ligase FBXW 7 and RSL3 reduced ZFP36 protein expression to construct a ZFP36 plasmid that can specifically bind to the (uuauuuuuuu) 3&#x2032;-UTR autophagy-related 16 like 1 (ATG16L1) mRNA, increasing ATG16L1 instability and then inhibiting the activation of autophagy, resulting in reduced autophagic ferritin degradation, ultimately leading to ferroptosis (<xref ref-type="bibr" rid="B85">Zhang et al., 2020a</xref>). ZFP36 siRNA also inhibited ZFP 36 overexpression, thereby promoting iron death of HSCs. <xref ref-type="bibr" rid="B85">Zhang et al. (2020a)</xref> showed that the RNA-binding protein ZFP36 prevents ferroptosis by regulating the autophagic signaling pathway in HSCs. <xref ref-type="bibr" rid="B42">Li et al. (2022</xref>) revealed that the ellagic acid-induced reduction in plasma membrane FPN consistently resulted in intracellular ferritin accumulation and further increased ROS levels in activated HSCs, indicating that intracellular ROS is the ultimate cause of ferroptosis.</p>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Regulation of ferroptosis based on lipid peroxidation intervenes in liver fibrosis</title>
<p>The currently identified mechanisms of ferroptosis regulation based on lipid peroxidation mainly target systemic lipid peroxidation and lead to lipid peroxidation by inhibiting GSH production and, thus, GPX4 activity and ROS accumulation (<xref ref-type="bibr" rid="B80">Yu et al., 2021</xref>). <xref ref-type="bibr" rid="B90">Zhu et al. (2021a)</xref> reported that TRIM26 was downregulated in fibrotic liver tissues and that the overexpression of TRIM26 accelerates the degradation of this protein by mediating SLC7A11 ubiquitination, promoting lipid peroxidation and, ultimately, leading to the death of activated HSC iron, suggesting that mediating SLC7A11 may promote HSC ferroptosis.</p>
<p>
<xref ref-type="bibr" rid="B15">Du K et al. (2021</xref>) showed that inhibiting xCT/SLC7A11 could inhibit the process of HSC transdifferentiation and intracellular GSH synthesis, thus inducing HSC ferroptosis and reducing LF. Sorafenib-triggered HSC ferroptosis is accompanied by the reduction in SLC7A11 and HIF-1 &#x3b1; proteins. Furthermore, the investigators found that reduced HIF-1&#x3b1; and SLC7A11 in HSC-T6 cells led to sorafenib-induced cellular ferroptosis and reduced ECM. Conversely, increasing the expression of HIF-1&#x3b1; and SLC7A11 suppressed ferroptosis in HSCs and attenuates the antifibrotic effects of sorafenib (<xref ref-type="bibr" rid="B82">Yuan et al., 2022a</xref>). Lang et al., (2023) found that GRh 2 upregulates IRF1 expression, leading to the inhibition of SLC7A11, thus resulting in ferroptosis and inactivation of HSCs. GRh2 improves liver fibrosis by enhancing HSC ferroptosis and suppressing hepatic inflammation. Therefore, targeting the downregulation of SLC7A11-induced HSC ferroptosis may be a new way to treat LF.</p>
<p>However, there is a problem that we may overlook, that is, lipid peroxidation itself is one of the causative factors of LF, and too much emphasis is placed on inducing lipid peroxidation in HSCs, which leads to ferroptosis and then HSC death, to alleviate LF. This strategy is over the top, so some researchers have started investigating the inhibition of lipid peroxidation. It was demonstrated that t&#x3b2;4 specifically binds to G-actin and regulates actin polymerization, thereby promoting vascular regeneration, wound healing, and hair follicle regeneration (<xref ref-type="bibr" rid="B33">Kim et al., 2016</xref>). <xref ref-type="bibr" rid="B91">Zhu et al. (2021b)</xref> found that T&#x3b2;4 protects hepatocytes by inhibiting the GPX4-mediated ferroptosis pathway and also protects hepatocytes by upregulating GPX4 expression to inhibit ferroptosis, thereby reducing oxidative stress and lipid peroxidation in the liver, which further reduces the recruitment of hepatic inflammatory factors and activation of apoptotic signaling pathways. Moreover, treatment with Fer-1, a ferroptosis inhibitor, increased the protective effect of T&#x3b2;4, while elastin, a ferroptosis inducer, attenuated the protective effect of T&#x3b2;4.</p>
</sec>
<sec id="s3-3">
<title>3.3 Subsection regulation of ferroptosis based on oxidative stress intervention in liver fibrosis</title>
<p>GPX4 is one of the critical targets in the regulation of ferroptosis. GPX 4 reduces hydroperoxidized phospholipids and fatty acids and protects against LPO-mediated oxidative stress, and inhibition of GPX 4 activity can accumulate through LPO at the cell membrane and induce cellular ferroptosis (<xref ref-type="bibr" rid="B23">Huang et al., 2023</xref>). <xref ref-type="bibr" rid="B38">Kuo et al. (2020</xref>) found that chrysophanol inhibited HSC activation, reduced SLC7A11, increased ROS levels, and promoted ferroptosis and endoplasmic reticulum stress activation, especially HBx-mediated inhibition of cell death through HBx-induced HSC activation of the GPX4 pathway and HPX4-independent pathway through GPX4 activation. Chrysophanol may exert an effect on activated HSCSs, induce ferroptosis, and prevent LF. Wild bitter melon (WM) treatment induces ROS accumulation and HSC death by enhancing endoplasmic reticulum stress and triggering ferroptosis in LPS-activated HSCs, suggesting that WM treatment has antifibrotic effects on LPS-activated HSCs (<xref ref-type="bibr" rid="B20">Ho et al., 2021</xref>). Luo et al. (2021) reported that celastrol could regulate the expression levels of GPX4 and COX-2 in different cells, suggesting its effects on the induction of ferroptosis. ISL promotes ferroptosis in HSCs by increasing MDA content and inhibiting GPX4 expression (<xref ref-type="bibr" rid="B42">Li et al., 2022</xref>). Decurin also could promote ferroptosis of HSCs by decreasing the levels of Gpx 4 and GSH (<xref ref-type="bibr" rid="B53">Que et al., 2022</xref>).</p>
<p>
<xref ref-type="bibr" rid="B77">Yi et al. (2021</xref>) found that BBR causes autophagy inhibition in hematopoietic stem cells, enhances ROS and oxidative stress, promotes ferritin degradation, and increases the risk of redox-active iron accumulation and ROS increasing from the Fenton response. The Fenton response triggers lipid peroxidation and glutathione depletion, leading to ferroptosis and alleviating LF symptoms; in conclusion, BBR attenuates LF by inducing ferroredox-activated ROS-mediated ferroptosis of HSCs. <xref ref-type="bibr" rid="B65">Tan et al. (2022</xref>) recently revealed that human umbilical cord mesenchymal stem cells (hucMSCs) and their secreted exosomes (MSC-ex) can deliver BECN1 proteins to HSCs to increase their BECN1 expression and subsequently inhibit SLC7A11/xCT transcription in the nucleus. Reduced SLC7A11/xCT led to cysteine deficiency and reduced GSH in HSCs, which resulted in reduced GPX4 and the onset of ferroptosis.</p>
</sec>
<sec id="s3-4">
<title>3.4 Multitargeted regulation of ferroptosis to intervene in liver fibrosis</title>
<p>Based on the complex regulatory mechanisms of ferroptosis, multitargeted interventions are emerging as promising therapeutic strategies for LF. Exosomes are extracellular vesicles that contain proteins, DNA, and RNA of the cells that produce them and have also been found in recent years to have a vital role in the progression of LF (<xref ref-type="bibr" rid="B11">Dai et al., 2019</xref>; <xref ref-type="bibr" rid="B30">Kalluri et al., 2020</xref>). Transferrin receptor (TFRC) is a glycoprotein that can import iron, and silencing TFRC decreases total intracellular iron levels (<xref ref-type="bibr" rid="B94">Gammella et al., 2017</xref>). Exosomal miR-222 from HBV-infected hepatocytes promotes LF by inhibiting TFRC- and TFRC-induced HSC ferroptosis (<xref ref-type="bibr" rid="B84">Zhang et al., 2023</xref>).</p>
<p>Wogonoside (WG) improves LF through SOCS1/p53/SLC7A11 pathways to trigger the increase in SLC7A11, leading to the depletion of GPX 4 and GSH and an excess of ROS, finally inducing iron cell apoptosis in HSCs and inhibiting its activation during LF (<xref ref-type="bibr" rid="B45">Liu et al., 2022</xref>). Danshensu ameliorated LF by attenuating LPS-induced HSC activation by decreasing the expression of collagen &#x406;, CTGF, Gpx 4, SLC7A11, and LCN 2, and increasing the accumulation of lipid ROS (<xref ref-type="bibr" rid="B72">Wang et al., 2023</xref>). XCT-GSH-GPX 4 is an antioxidant signaling pathway. XCT consists of light-chain SLC7A11 and heavy-chain SCL3A2, which is a transmembrane amino acid transporter that participates in GSH synthesis through cystine uptake and glutamate excretion and promotes intracellular GSH synthesis (<xref ref-type="bibr" rid="B83">Yuan et al., 2022b</xref>). In acrylamide-induced infected cells, GPX4 and XCT expressions were decreased, and COX2 and GSH expressions were increased in HSC-T6 cells. Acrylamide-induced VDAC1 ensures mitochondrial integrity, regulated transport of substances and ions, and ROS production. This suggests that the induction of HSC ferroptosis by acrylamide is due to XCT-GSH-GPX4 antioxidant signaling and mitochondrial dysfunction (especially mtROS production) (<xref ref-type="bibr" rid="B83">Yuan et al., 2022b</xref>). <xref ref-type="bibr" rid="B86">Zhang et al. (2020b)</xref> found BRD7 upregulation, mitochondrial translocation of p53, a combination of SLC25A28 and p53, and ferroptosis induction in HSCs in patients with advanced hepatocellular carcinoma fibrosis treated with sorafenib. Concurrently, the HSC-specific blockade of the BRD7-p53-SLC25A28 axis abolished the erastin-induced HSC ferroptosis.</p>
<p>As a new therapeutic modality, ferroptosis has been confirmed to play an important role in multiple systemic diseases. By targeting HSCs, we can induce the occurrence of ferroptosis. In treating LF, we summarize the current targets of ferroptosis in HSCs in <xref ref-type="table" rid="T1">Table 1</xref> and drugs, small molecules target HSCs ferroptosis to treat liver fibrosis in <xref ref-type="table" rid="T2">Table 2</xref>. We describe the mechanism of targeting ferroptosis in HSCs in <xref ref-type="fig" rid="F2">Figure 2</xref>. In the future, more mechanisms can be studied through HSCs, and relevant targeted drugs can be developed; therefore, targeting HSC ferroptosis is expected to be an important target for the treatment of LF, which is a key to inhibit iron metabolism, lipid peroxidation, and regulation of oxidative stress.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Molecular signals involved in ferroptosis and liver fibrosis.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Target</th>
<th align="center">Effect on HSC ferroptosis</th>
<th align="center">Impact on LF</th>
<th align="center">Mechanism</th>
<th align="center">Disease model</th>
<th align="center">Quotation</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">NCOA4</td>
<td align="center">Restrain</td>
<td align="center">Relieve</td>
<td align="center">Releasing iron ions, cause iron overload</td>
<td align="center">HSC-T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B89">Zheng et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">HO-1</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">It promotes the accumulation of iron and lipid peroxides</td>
<td align="center">CCL4-LF rat model</td>
<td align="center">
<xref ref-type="bibr" rid="B62">Sui et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="center">p53</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">P53-dependent ferroptosis</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B73">Wang et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="center">IRP2</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">Promoting iron overload</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B44">Li et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">NCOA4</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">Activation of autophagy and upregulation of NCOA4</td>
<td align="center">CCL4-LF rats model</td>
<td align="center">
<xref ref-type="bibr" rid="B87">Zhang et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">ELAVL1</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">It promotes autophagic ferritin degradation</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B88">Zhang et al., 2018</xref>
</td>
</tr>
<tr>
<td align="center">GPX4</td>
<td align="center">Restrain</td>
<td align="center">Relieve</td>
<td align="center">GPX 4 was downregulated and COX-2 was upregulated</td>
<td align="center">C57BL/6 male mice</td>
<td align="center">
<xref ref-type="bibr" rid="B46">Luo et al., 2022</xref>
</td>
</tr>
<tr>
<td align="center">HO-1</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">Upregulates HO-1 to induce ferroptosis and alleviate liver fibrosis</td>
<td align="center">LX-2 cell</td>
<td align="center">
<xref ref-type="bibr" rid="B46">Luo et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">GPX4</td>
<td align="center">Restrain</td>
<td align="center">Relieve</td>
<td align="center">Inhibiting GPX4</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B24">Huang et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">TFR</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">Adding TFR and DMT1</td>
<td align="center">HSC-T6</td>
<td align="center">
<xref ref-type="bibr" rid="B24">Huang et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">HO-1</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">Inhibition of HO-1 and activation of Nrf2</td>
<td align="center">Iron overload-induced mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B100">Wu et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">ZFP36</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">Downregulaton of ZFP36, activation of phagocytoferrin, and induction of ferroptosis</td>
<td align="center">BDL-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B85">Zhang et al. (2020a)</xref>
</td>
</tr>
<tr>
<td align="center">FPN</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">Inducing FPN-dependent ferroptosis in HSC</td>
<td align="center">CCL-induced male C57BL/6 mice</td>
<td align="center">
<xref ref-type="bibr" rid="B42">Li et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">HIF-1&#x3b1;</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">Ferroptosis was induced through the HIF-1&#x3b1;/SLC7A11 pathway</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B82">Yuan et al. (2022a)</xref>
</td>
</tr>
<tr>
<td align="center">SLC7A11</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">Accumulation of lipid reactive oxygen species</td>
<td align="center">NA</td>
<td align="center">
<xref ref-type="bibr" rid="B38">Kuo et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">BECN1</td>
<td align="center">Restrain</td>
<td align="center">Relieve</td>
<td align="center">BECN1 delivery promotes xCT/GPX4-mediated ferroptosis of hematopoietic stem cells</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B65">Tan et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">SLC7A11</td>
<td align="center">Restrain</td>
<td align="center">Relieve</td>
<td align="center">Inhibition of ferroptosis by increasing the expression of SLC7A11 and the Nrf2/HO-1/GPX4 signaling pathway</td>
<td align="center">Diabetic mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B61">Song et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">BRD7-p53-SLC25A28 axis</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">It promotes p53 mitochondrial translocation</td>
<td align="center">BDL-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B86">Zhang et al. (2020b)</xref>
</td>
</tr>
<tr>
<td align="center">SOCS1/p53/SLC7A11</td>
<td align="center">Restrain</td>
<td align="center">Relieve</td>
<td align="center">Consumption of SLC7A11, GPX4, and GSH and accumulation of iron, ROS, and MDA</td>
<td align="center">HSC-T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B45">Liu et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Gpx4,SLC7A11</td>
<td align="center">Restrain</td>
<td align="center">Relieve</td>
<td align="center">Dan attenuates LPS-induced HSC activation during liver fibrosis by regulating ferroptosis in LX-2 and T6 cells</td>
<td align="center">LX-2 and T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B72">Wang et al. (2023)</xref>
</td>
</tr>
<tr>
<td align="center">XCT-GSH-GPX4</td>
<td align="center">Induction</td>
<td align="center">Relieve</td>
<td align="center">Affecting XCT-GSH-GPX 4 antioxidant signaling</td>
<td align="center">HSC-T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B83">Yuan et al. (2022b)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>HO-1, heme oxygenase-1; CCl4-LF, carbon tetrachloride-induced liver fibrosis; BDL-LF, bile duct ligation-induced liver fibrosis; MCD-NASH, methionine- and choline-deficient feed-feeding-induced non-alcoholic steatohepatitis; HFD-NAFLD, high-fat diet-induced non-alcoholic fatty liver disease; IRP2, iron regulatory protein 2; NCOA4, nuclear receptor coactivator protein 4; ELAVL1, ELAV-like protein 1; m6A, N6-methyladenosine; FGF21, fibroblast growth factor 21; ZFP36, human zinc finger protein 36; TRIM26, triplex motif-containing 26; xCT, cystine/glutamate reverse transport system; SLC7A11, solute carrier family 7 member 11; HIF-1&#x3b1;, hypoxia-inducible factor 1&#x3b1;; ENO3, enolase 3; BRD7, bromodomain-containing protein 7.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Drugs and small molecules target HSCs ferroptosis to alleviate liver fibrosis.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Drugs</th>
<th align="center">Target</th>
<th align="center">Effect on HSC ferroptosis</th>
<th align="center">Mechanism</th>
<th align="center">Disease model</th>
<th align="center">Quotation</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Artesunate</td>
<td align="center">NA</td>
<td align="center">Induction</td>
<td align="center">Ferritin phagocytosis is triggered</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B34">Kong et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="center">Curcumol</td>
<td align="center">NCOA4</td>
<td align="center">Induction</td>
<td align="center">Releasing iron ions and causing iron overload</td>
<td align="center">HSC-T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B89">Zheng et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Magnesium isoglycyrrhizinate</td>
<td align="center">HO-1</td>
<td align="center">Induction</td>
<td align="center">It promotes the accumulation of iron and lipid peroxides</td>
<td align="center">CCL4-LF rats model</td>
<td align="center">
<xref ref-type="bibr" rid="B62">Sui et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="center">Artemether</td>
<td align="center">p53</td>
<td align="center">Induction</td>
<td align="center">P53-dependent ferroptosis</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B73">Wang et al. (2019)</xref>
</td>
</tr>
<tr>
<td align="center">Artemether</td>
<td align="center">IRP2</td>
<td align="center">Induction</td>
<td align="center">Promotes iron overload</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B44">Li et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">Dihydroartemisinin</td>
<td align="center">NCOA4</td>
<td align="center">Induction</td>
<td align="center">Activation of autophagy and the upregulation of NCOA4</td>
<td align="center">CCL4-LF rat model</td>
<td align="center">
<xref ref-type="bibr" rid="B87">Zhang et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">Sorafenib</td>
<td align="center">ELAVL1</td>
<td align="center">Induction</td>
<td align="center">It promotes autophagic ferritin degradation</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B88">Zhang et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="center">Celastrol</td>
<td align="center">GPX4</td>
<td align="center">Induction</td>
<td align="center">GPX 4 was downregulated and COX-2 was upregulated</td>
<td align="center">C57BL/6 male mice</td>
<td align="center">
<xref ref-type="bibr" rid="B46">Luo et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Celastrol</td>
<td align="center">HO-1</td>
<td align="center">Induction</td>
<td align="center">Upregulating HO-1 to induce ferroptosis and alleviate liver fibrosis</td>
<td align="center">LX-2 cell</td>
<td align="center">
<xref ref-type="bibr" rid="B46">Luo et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Isoliquiritigenin</td>
<td align="center">GPX4</td>
<td align="center">Induction</td>
<td align="center">Inhibiting GPX4</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B24">Huang et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Isoliquiritigenin</td>
<td align="center">TFR</td>
<td align="center">Induction</td>
<td align="center">Adding TFR and DMT1</td>
<td align="center">HSC-T6</td>
<td align="center">
<xref ref-type="bibr" rid="B24">Huang et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Doxofylline</td>
<td align="center">NA</td>
<td align="center">Induction</td>
<td align="center">Increase in iron and ROS levels in HSCs</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B75">Xu et al. (2023)</xref>
</td>
</tr>
<tr>
<td align="center">Recombinant FGF21</td>
<td align="center">HO-1</td>
<td align="center">Induction</td>
<td align="center">Inhibition of HO-1 and activation of Nrf2</td>
<td align="center">Iron overload-induced mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B100">Wu et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">Sorafenib, erastin, or RSL3</td>
<td align="center">ZFP36</td>
<td align="center">Induction</td>
<td align="center">Downregulation of ZFP36, activation of phagocytoferrin, and induction of ferroptosis</td>
<td align="center">BDL-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B85">Zhang et al. (2020a)</xref>
</td>
</tr>
<tr>
<td align="center">Ellagic acid</td>
<td align="center">FPN</td>
<td align="center">Induction</td>
<td align="center">Inducing FPN-dependent ferroptosis in HSCs</td>
<td align="center">CCL-induced male C57BL/6 mice</td>
<td align="center">
<xref ref-type="bibr" rid="B42">Li et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Sorafenib</td>
<td align="center">HIF-1&#x3b1;</td>
<td align="center">Induction</td>
<td align="center">Ferroptosis was induced through the HIF-1&#x3b1;/SLC7A11 pathway</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B82">Yuan et al. (2022a)</xref>
</td>
</tr>
<tr>
<td align="center">Chrysophanol</td>
<td align="center">SLC7A11</td>
<td align="center">Induction</td>
<td align="center">Accumulation of lipid reactive oxygen species</td>
<td align="center">NA</td>
<td align="center">
<xref ref-type="bibr" rid="B38">Kuo et al. (2020)</xref>
</td>
</tr>
<tr>
<td align="center">Wild bitter melon extract</td>
<td align="center">NA</td>
<td align="center">Induction</td>
<td align="center">Reactive oxygen species accumulation</td>
<td align="center">NA</td>
<td align="center">
<xref ref-type="bibr" rid="B20">Ho et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">Berberine</td>
<td align="center">NA</td>
<td align="center">Induction</td>
<td align="center">Autophagic lysosomal pathway is impaired, and cellular ROS production is increased</td>
<td align="center">CCL4-LF mouse model/TAA-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B65">Tan et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">MSC-ex</td>
<td align="center">BECN1</td>
<td align="center">Induction</td>
<td align="center">BECN1 delivery promotes xCT/GPX4-mediated ferroptosis of HSCs</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B65">Tan et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Erastin or sorafenib</td>
<td align="center">BRD7-p53-SLC25A28 axis</td>
<td align="center">Induction</td>
<td align="center">It promote sp53 mitochondrial translocation</td>
<td align="center">BDL-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B86">Zhang et al. (2020b)</xref>
</td>
</tr>
<tr>
<td align="center">Wogonoside</td>
<td align="center">SOCS1/P53/SLC7A11</td>
<td align="center">Induction</td>
<td align="center">Consumption of SLC7A11, GPX4, and GSH and accumulation of iron, ROS, and MDA</td>
<td align="center">HSC-T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B45">Liu et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Decursin</td>
<td align="center">GPX4</td>
<td align="center">Induction</td>
<td align="center">Decursin promoted ferroptosis in activated HSCs <italic>in vitro</italic> by declining Gpx4 and GSH levels</td>
<td align="center">CCL4-LF mouse model</td>
<td align="center">
<xref ref-type="bibr" rid="B53">Que et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="center">Danshensu</td>
<td align="center">Gpx4,SLC7A11</td>
<td align="center">Induction</td>
<td align="center">Dan attenuates LPS-induced HSC activation during liver fibrosis by regulating ferroptosis in LX-2 and T6 cells</td>
<td align="center">LX-2 and T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B72">Wang et al. (2023)</xref>
</td>
</tr>
<tr>
<td align="center">Acrylamide</td>
<td align="center">XCT-GSH-GPX4</td>
<td align="center">Induction</td>
<td align="center">AA induces episodes of ferroptosis by affecting XCT-GSH-GPX4 antioxidant signaling</td>
<td align="center">HSC-T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B83">Yuan et al. (2022b)</xref>
</td>
</tr>
<tr>
<td align="center">BECN1 mRNA</td>
<td align="center">NA</td>
<td align="center">Induction</td>
<td align="center">Activation of autophagy</td>
<td align="center">LX-2 and T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B60">Shen et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">m6A</td>
<td align="center">BECN1 mRNA</td>
<td align="center">induction</td>
<td align="center">Triggering autophagy activation by stabilizing BECN1 mRNA</td>
<td align="center">LX-2 and T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B60">Shen et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">ATG5 plasmid and NCOA4 plasmid</td>
<td align="center">NA</td>
<td align="center">Induction</td>
<td align="center">Promoting effects of DHA effects on HSC ferroptosis</td>
<td align="center">CCL4-LF rat model</td>
<td align="center">
<xref ref-type="bibr" rid="B87">Zhang et al. (2021)</xref>
</td>
</tr>
<tr>
<td align="center">GSK2656157</td>
<td align="center">NA</td>
<td align="center">Induction</td>
<td align="center">Enhancing the sensitivity of HSCs to sorafini</td>
<td align="center">CCL4-LF rat model</td>
<td align="center">
<xref ref-type="bibr" rid="B28">Jiang (2022)</xref>
</td>
</tr>
<tr>
<td align="center">NaAsO2</td>
<td align="center">NA</td>
<td align="center">Induction</td>
<td align="center">Elevated iron ion levels</td>
<td align="center">LX-2 cell</td>
<td align="center">
<xref ref-type="bibr" rid="B12">Dilina and Armametty, 2023</xref>
</td>
</tr>
<tr>
<td align="center">ZFP36 siRNA</td>
<td align="center">NA</td>
<td align="center">Induction</td>
<td align="center">Suphibiting the overexpression of ZFP36, triggering autophagy activation, leading to ferroptosis in HSCs</td>
<td align="center">HSC-T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B85">Zhang et al. (2020a)</xref>
</td>
</tr>
<tr>
<td align="center">ATG16L1 mRNA</td>
<td align="center">NA</td>
<td align="center">Induction</td>
<td align="center">Activation of autophagic ferritin, leading to ferroptosis of HSCs</td>
<td align="center">HSC-T6 cells</td>
<td align="center">
<xref ref-type="bibr" rid="B85">Zhang et al. (2020a)</xref>
</td>
</tr>
<tr>
<td align="center">GRh 2</td>
<td align="center">IRF1</td>
<td align="center">Induction</td>
<td align="center">Leading to the inhibition of SLC7A11, thus resulting in HSC ferroptosis</td>
<td align="center">CCL4-LF rats model</td>
<td align="center">
<xref ref-type="bibr" rid="B40">Lang et al. (2023)</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>HO-1, heme oxygenase-1; CCl4-LF, carbon tetrachloride-induced liver fibrosis; IRP2, iron regulatory protein 2; BDL-LF, bile duct ligation-induced liver fibrosis; HIF-1&#x3b1;, hypoxia-inducible factor 1&#x3b1;; SLC7A11, solute carrier family 7 member 11; IRP2, iron regulatory protein 2; NCOA4, nuclear receptor-assisted activator protein 4; ELAVL1, ELAV-like protein 1; ZFP36, human zinc finger protein 36; RSL3, GSH, peroxidase 4 inhibitor; BECN1, benzyl chloride 1; TAA-LF, thioacetamide-induced liver fibrosis; SLC25A28, solute carrier family 25 member 28; NA, not applicable.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Reverse of liver fibrosis by inducing ferroptosis by bioactivated compounds in HSCs. Chrysophanol, liraglutide, wogonoside, danshensu relieve liver fibrosis by inhibiting SLC7A11 to induce ferroptosis. Artemether, wogonoside, erastin, or sorafenib relieve liver fibrosis by acting on p53 to induce ferroptosis, which is involved in regulating ferroptosis via systemic XC. Dihydroartemisinin and curcumol targeting acts on NCOA4, induces ferroptosis, and alleviates liver fibrosis. ATG5 plasmid and NCOA4 plasmid are able to promote the induction of iron death by dihydroartemisinin. Solafennib induced ferroptosis in HIF-1&#x3b1; through the HIF-1&#x3b1;/SLC7A11 pathway. GSK2656157 can promote solafennib to induce ferroptosis in HSCs. Acrylamide, danshensu, isoliquiritigenin, decursin, and celastrol inhibit GPX 4, thereby inducing ferroptosis in HSCs to alleviate liver fibrosis. Sorafenib, erastin, and RSL3 ZFP36 siRNA relieve liver fibrosis by acting on ZFP36 to induce ferroptosis. ATG16L1 mRNA can activate the autophagic ferritin, leading to the ferroptosis of HSCs. Artemether induced ferroptosis in HSCs to relieve liver fibrosis by upregulating IRTF2. Isoliquiritigenin induced ferroptosis in HSCs to relieve liver fibrosis by inhibiting TFR. Ellagic acid downregulates FPN 1 to induce ferroptosis and relieve liver fibrosis. BECN1 mRNA promotes the activation of autophagy to induce ferroptosis in HSCs. m6A induces ferroptosis in HSCs by stabilizing BECN1 mRNA to trigger autophagy activation. NaAsO2 can increase the level of iron ions to induce the iron death of HSCs.</p>
</caption>
<graphic xlink:href="fmolb-10-1258870-g002.tif"/>
</fig>
<p>The specific mechanism of LF ferroptosis has not been fully clarified; more detailed signal transduction pathway is still in further exploration. Many studies are still in the cell or animal experimental stage because of the lack of large samples, multicenter clinical randomized controlled studies, and evidence; we still need to conduct a more comprehensive and in-depth study to further explore the relationship between ferroptosis and LF. For targeting HSCs to treat LF, there is still a transformation gap; therefore, researchers should convert putative targets into effective clinical drugs. For disease treatment based on ferroptosis, induced ferroptosis may have the dual effect of injury and treatment, and according to the disease background, related treatment is needed to limit the occurrence of side effects. For the occurrence of ferroptosis mechanism development, new targeted drugs to regulate the occurrence of cell ferroptosis in different disease types is expected to become the new trend of disease treatment in the future.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Summary and outlook</title>
<p>Since the concept of ferroptosis was introduced, it has become the most sought-after form of regulated cell death. In this review, we summarize recent studies based on iron metabolism, lipid peroxidation, and oxidative stress that regulate the occurrence of ferroptosis and, thus, affect the development and progression of LF. Although more and more studies have been reported, the molecular mechanisms and signaling pathways of ferroptosis in the process of LF are not very clear. For example, (1) current studies suggest that elevated levels of iron ions and lipid peroxidation are necessary for the occurrence of ferroptosis, but there is evidence that elevated levels of iron ions and lipid peroxidation are not at all beneficial to the progression of LF, as they may have some impact on other normal hepatocytes and the intrahepatic cellular environment. All current studies on regulating LF progression by ferroptosis have escaped the classical model of ferroptosis, namely, the traditional GPX4/ACSL4 model (<xref ref-type="bibr" rid="B14">Doll et al., 2017</xref>). In recent years, <xref ref-type="bibr" rid="B45">Liu et al. (2022</xref>) identified a new mechanism of ferroptosis mediated by p53 that is different from the classical model of ferroptosis. However, this research has yet to be integrated into the field of LF. We do not yet know the specific effect of ferroptosis induced by the new mechanism on LF. It remains to be explored whether the new mechanism could be used to find a way to target ferroptosis and remove activated HSCs without affecting other normal hepatocytes. (2) Unlike ferroptosis treatment for hepatocellular carcinoma, which has long been used in clinical practice, clinical studies targeting ferroptosis for LF have not yet been reported. We hope that someone will shed more light on the specific mechanisms of ferroptosis execution in the future. A fundamental question is how to induce ferroptosis in cells, which is the key to the final clinical application of targeted ferroptosis therapy for LF. (3) There are no specific markers of ferroptosis in the organism, and specific reference indicators can be found in the future, which could provide a basis for future clinical diagnosis. In conclusion, continuous exploration of the ferroptosis mechanism and targeting ferroptosis may be a promising treatment strategy for LF and provide a good reference for treating ferroptosis in other diseases.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Author contributions</title>
<p>RT: writing&#x2013;original draft. JL: writing&#x2013;original draft. PM: writing&#x2013;review and editing. HT: funding acquisition and writing&#x2013;review and editing. YJ: writing&#x2013;review and editing. SR: writing&#x2013;review and editing. FL: writing&#x2013;review and editing. MT: data curation, funding acquisition, and writing&#x2013;review and editing.</p>
</sec>
<sec id="s6">
<title>Funding</title>
<p>The authors declare that no financial support was received for the research, authorship, and/or publication of this article. The authors thank the financial support provided by the Scientific Research Starting Foundation for Doctor of Southwest Medical University of China (2011204 to MT); the Joint Research Fund for Sichuan Province Science and Technology Agency and Southwest Medical University of China (14JC0161 to MT); and the Foundation of the Affiliated Hospital, Southwest Medical University of China (2015-PT-009 to HT).</p>
</sec>
<ack>
<p>The author would like to thank all members for helpful discussions.</p>
</ack>
<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="disclaimer" id="s8">
<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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