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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mol. Neurosci.</journal-id>
<journal-title>Frontiers in Molecular Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mol. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-5099</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnmol.2023.1112253</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Molecular Neuroscience</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A stay of execution: ATF4 regulation and potential outcomes for the integrated stress response</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Neill</surname>
<given-names>Graham</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2121317/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Masson</surname>
<given-names>Glenn R.</given-names>
</name>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2037812/overview"/>
</contrib>
</contrib-group>
<aff><institution>Division of Cellular and Systems Medicine, School of Medicine, University of Dundee</institution>, <addr-line>Dundee</addr-line>, <country>United Kingdom</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Susan Gerarda Campbell, Sheffield Hallam University, United Kingdom</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Sara Young-Baird, Uniformed Services University, United States; Karl Norris, University of Leeds, United Kingdom; Marion Hogg, Nottingham Trent University, United Kingdom</p></fn>
<corresp id="c001">&#x002A;Correspondence: Glenn R. Masson, &#x02709; <email>gmasson001@dundee.ac.uk</email></corresp>
<fn id="fn0003" fn-type="other"><p>This article was submitted to Molecular Signalling and Pathways, a section of the journal Frontiers in Molecular Neuroscience</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>16</volume>
<elocation-id>1112253</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Neill and Masson.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Neill and Masson</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>ATF4 is a cellular stress induced bZIP transcription factor that is a hallmark effector of the integrated stress response. The integrated stress response is triggered by phosphorylation of the alpha subunit of the eukaryotic initiation factor 2 complex that can be carried out by the cellular stress responsive kinases; GCN2, PERK, PKR, and HRI. eIF2&#x03B1; phosphorylation downregulates mRNA translation initiation <italic>en masse</italic>, however ATF4 translation is upregulated. The integrated stress response can output two contradicting outcomes in cells; pro-survival or apoptosis. The mechanism for choice between these outcomes is unknown, however combinations of ATF4 heterodimerisation partners and post-translational modifications have been linked to this regulation. This semi-systematic review article covers ATF4 target genes, heterodimerisation partners and post-translational modifications. Together, this review aims to be a useful resource to elucidate the mechanisms controlling the effects of the integrated stress response. Additional putative roles of the ATF4 protein in cell division and synaptic plasticity are outlined.</p>
</abstract>
<kwd-group>
<kwd>ATF4</kwd>
<kwd>ISR</kwd>
<kwd>dimerization</kwd>
<kwd>target genes</kwd>
<kwd>PTM</kwd>
<kwd>apoptosis</kwd>
<kwd>cell division</kwd>
<kwd>synaptic plasticity</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="175"/>
<page-count count="14"/>
<word-count count="13252"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<title>Introduction</title>
<p>Translation in eukaryotes is the highly regulated process of converting the coding sequence contained in mRNAs into polypeptides. The translation process is exceedingly complex and is conducted primarily by the 80S ribosome alongside numerous accessory and regulatory proteins. Eukaryotic initiation factors (eIFs) control the initiation stage of translation where mRNA and the start codon recognising eIF2 ternary complex (a heterotrimeric complex required for the initiation of translation) load onto the 40S small ribosomal subunit (<xref ref-type="bibr" rid="ref130">Sonenberg and Hinnebusch, 2009</xref>; <xref ref-type="bibr" rid="ref61">Hinnebusch, 2014</xref>). This is followed by the 40s small and 60S large ribosomal subunits combining and translation elongation commencing.</p>
<p>The eIF2 heterotrimeric complex required for translation initiation consists of three subunits [eIF2&#x03B1; (EIF2S1), eIF2&#x03B2; (EIF2S2) and eIF2&#x03B3; (EIF2S3); <xref ref-type="bibr" rid="ref77">Kimball, 1999</xref>], a guanosine nucleotide (either GDP or GTP) and, when formed as the eIF2 ternary complex (only when eIF2 is bound by GTP), a methionine bound initiator tRNA (tRNA<sub>i</sub><sup>Met</sup>). The high affinity of tRNA<sub>i</sub><sup>Met</sup> for the eIF2 complex is dependent on the complex being loaded with GTP (<xref ref-type="bibr" rid="ref70">Kapp and Lorsch, 2004</xref>). Following a successful round of translation initiation, eIF2 is released from the rest of the translational machinery bound to GDP, which requires recycling to GTP to facilitate another round of tRNA<sub>i</sub><sup>Met</sup> loading. Recycling is carried out by the guanine nucleotide exchange factor (GEF) eIF2B. First, eIF2B removes eIF5 from eIF2 which remains bound following dissociation from the ribosome (<xref ref-type="bibr" rid="ref65">Jennings et al., 2013</xref>). eIF2B then facilitates the exchange of GDP for GTP on eIF2, allowing tRNA<sub>i</sub><sup>Met</sup> to bind eIF2 to reform the eIF2 ternary complex (<xref ref-type="bibr" rid="ref12">Boesen et al., 2004</xref>).</p>
<p>The eIF2&#x03B1; subunit of eIF2 can be phosphorylated at serine 51 by one of four kinases: General Control Non-derepressible-2 (GCN2), Protein Kinase double-stranded RNA-dependent (PKR), PKR-like Endoplasmic Reticulum Kinase (PERK) or Heme-Regulated Inhibitor (HRI; <xref ref-type="bibr" rid="ref35">Donnelly et al., 2013</xref>). These four kinases are distinctively regulated: GCN2 is typically activated by amino acid starvation, PERK by endoplasmic reticulum stress, PKR by viral infection and HRI by heme deficiency. Phosphorylation of eIF2&#x03B1; at serine 51 causes eIF2&#x03B1; to become a potent allosteric inhibitor of eIF2B through an alternative binding site (<xref ref-type="bibr" rid="ref13">Bogorad et al., 2017</xref>; <xref ref-type="bibr" rid="ref1">Adomavicius et al., 2019</xref>; <xref ref-type="bibr" rid="ref51">Gordiyenko et al., 2019</xref>; <xref ref-type="bibr" rid="ref72">Kashiwagi et al., 2019</xref>; <xref ref-type="bibr" rid="ref75">Kenner et al., 2019</xref>). With eIF2B sequestered by eIF2&#x03B1;-P, it is unable to facilitate the guanine nucleotide exchange required for the creation of new ternary complexes. Reduction in eIF2 ternary complex formation is the trigger for the Integrated Stress Response (ISR). <xref rid="fig1" ref-type="fig">Figure 1</xref> shows a graphical summary of eIF2 regulation in the ISR.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>The integrated stress response and regulation of eIF2&#x03B1;. The eIF2 kinases GCN2, PERK, PKR and HRI phosphorylate eIF2&#x03B1; at serine 51 in response to a range of stress stimuli. DNAJC3 (also known as P58IPK) is known to inhibit the activity of GCN2, PERK and PKR (<xref ref-type="bibr" rid="ref121">Roobol et al., 2015</xref>). Protein phosphatase 1 regulatory subunit 15A (PPP1R15A) and PPP1R15B are eIF2 adapters for the phosphatase catalytic subunit, PPP1CC, which downregulate the ISR <italic>via</italic> dephosphorylation of eIF2&#x03B1; at serine 51. PPP1R15B is constitutively expressed whereas PPP1R15A is induced by the integrated stress response in a negative feedback mechanism (<xref ref-type="bibr" rid="ref99">Novoa et al., 2001</xref>; <xref ref-type="bibr" rid="ref16">Brush et al., 2003</xref>; <xref ref-type="bibr" rid="ref68">Jousse et al., 2003</xref>; <xref ref-type="bibr" rid="ref78">Kojima et al., 2003</xref>). Phosphorylation of eIF2&#x03B1; causes eIF2 to inhibit eIF2B from acting as a guanine nucleotide exchange factor for eIF2 and the initiator Met-tRNAi cannot bind eIF2 unless GTP is present. Ultimately, eIF2&#x03B1; phosphorylation inhibits eIF2 ternary complex formation and therefore inhibits translation initiation leading to upregulation of ATF4.</p>
</caption>
<graphic xlink:href="fnmol-16-1112253-g001.tif"/>
</fig>
<p>A hallmark of the ISR is the upregulation of the basic leucine zipper (bZIP) transcription factor Activating Transcription Factor 4 (ATF4; <xref ref-type="bibr" rid="ref57">Harding et al., 2000</xref>; <xref ref-type="bibr" rid="ref153">Wek, 2018</xref>). This is counterintuitive as one of the key features of the ISR is a global repression of translation initiation. However, mammalian ATF4 mRNA has an inhibitory upstream open reading frame (ORF) which overlaps onto the coding ORF for ATF4 (<xref ref-type="bibr" rid="ref141">Vattem and Wek, 2004</xref>). When eIF2 ternary complex levels are high, the inhibitory upstream ORF in ATF4 mRNA is initiated in translation and the coding ORF is bypassed by the elongating ribosome. When eIF2 ternary complex concentrations are lower, the inhibitory upstream ORF can be bypassed, allowing translation initiation from the coding ORF for ATF4. This means that when eIF2&#x03B1; is phosphorylated and eIF2 ternary complex concentrations are reduced, ATF4 protein is upregulated. PPP1R15A (<xref ref-type="bibr" rid="ref84">Lee et al., 2009</xref>; <xref ref-type="bibr" rid="ref166">Young et al., 2015</xref>), ATF5 (<xref ref-type="bibr" rid="ref152">Watatani et al., 2008</xref>; <xref ref-type="bibr" rid="ref173">Zhou et al., 2008</xref>) and DDIT3 (<xref ref-type="bibr" rid="ref67">Jousse, 2001</xref>; <xref ref-type="bibr" rid="ref108">Palam et al., 2011</xref>; <xref ref-type="bibr" rid="ref165">Young et al., 2016</xref>) are also upregulated by the ISR.</p>
<p>ATF4, previously known as CREB2, was initially described as a transcriptional repressor of the cAMP response element (CRE; <xref ref-type="bibr" rid="ref71">Karpinski et al., 1992</xref>), however ATF4 can act as both an activator and inhibitor of transcription (<xref ref-type="bibr" rid="ref2">Ameri and Harris, 2008</xref>). The exact selection of genes which are regulated by ATF4 is thought to be dependent on post-translational modifications and its binding partners, of which there are many. For example, ATF4 can heterodimerise with bZIP transcription factors JUN, FOS and FRA1 to bind cAMP response elements (CRE; <xref ref-type="bibr" rid="ref54">Hai and Curran, 1991</xref>). ATF4 can also heterodimerise with CCAAT/enhancer-binding protein gamma (CEBPG) to bind CEBP&#x2013;ATF response elements (CARE; <xref ref-type="bibr" rid="ref64">Huggins et al., 2016</xref>). ATF4 can heterodimerise with DNA damage inducible transcript 3 (DDIT3; <xref ref-type="bibr" rid="ref132">Su and Kilberg, 2008</xref>), also known as C/EBP homologous protein (CHOP) or GADD153. Increased expression of ATF4 and DDIT3, which are both upregulated by the ISR, can result in the induction of apoptosis (<xref ref-type="bibr" rid="ref45">Gachon et al., 2001</xref>).</p>
<p>The ISR has been characterised to output two contrasting outcomes. If the ISR is activated at low levels or for a short amount of time, pro-survival pathways are upregulated; if the ISR is activated at high levels or for an extended amount of time, apoptotic pathways can be upregulated (<xref ref-type="bibr" rid="ref107">Pakos-Zebrucka et al., 2016</xref>). The choice of ATF4 targeted gene expression has been attributed to combinations of ATF4 heterodimerisation partners (<xref ref-type="bibr" rid="ref107">Pakos-Zebrucka et al., 2016</xref>), post-translational modifications (PTMs) and histone modifications surrounding target genes (<xref ref-type="bibr" rid="ref158">Wortel et al., 2017</xref>).</p>
<p>The choice between survival and apoptosis under the ISR must be a regulated process and likely candidates involved in this regulation to be investigated in this review are categorised into three sections: ATF4-interacting proteins, PTMs and target genes. The aim of this review is to comprehensively search the literature available on ATF4 to provide a resource relevant to ATF4 regulation mechanisms.</p>
</sec>
<sec id="sec2" sec-type="methods">
<title>Methods</title>
<sec id="sec3">
<title>Literature search</title>
<p>All searches were conducted up until the 15<sup>th</sup> of November 2022.</p>
<p>For interaction studies, PubMed was searched using the following keywords: (ATF4 OR ATF-4 OR CREB2 OR CREB-2 OR ATF/CREB) AND (dimer OR heterodimer OR homodimer OR homodimeric OR heterodimeric OR heterodimerization OR two hybrid OR two-hybrid OR protein dimerization). Inclusion was allowed only for mammalian encoded ATF4. Further to this, the EMBL-EBI IntAct database (<xref ref-type="bibr" rid="ref101">Orchard et al., 2014</xref>) was used with the search criteria ATF4 (P18848; <italic>Homo sapiens</italic> ATF4).</p>
<p>For post-translational modifications, three databases were searched; Uniprot (<xref ref-type="bibr" rid="ref9">Bateman et al., 2021</xref>), PhosphoSitePlus (<xref ref-type="bibr" rid="ref63">Hornbeck et al., 2015</xref>), and BioGRID (<xref ref-type="bibr" rid="ref106">Oughtred et al., 2021</xref>) for ATF4/ATF-4.</p>
<p>For ATF4 target genes, PubMed was searched with the following keywords: (ATF4 OR CREB2 OR ATF/CREB) AND (ChIP OR chromatin immunoprecipitation). Only mammalian encoded ATF4 was allowed. For inclusion in the results table, the genes of interest required two independent observations. A complete list of all observed ATF4-interactors, target genes and PTMs can be found in <xref ref-type="supplementary-material" rid="SM1">Supplementary Tables 1</xref>&#x2013;<xref ref-type="supplementary-material" rid="SM3">3</xref>, respectively.</p>
</sec>
<sec id="sec4">
<title>Information extraction</title>
<p>An author (GN) conducted initial searches and created a database of articles which met inclusion criteria. Two authors (GN and GRM) then read abstracts to determine whether they met the inclusion criteria. We extracted information on ATF4&#x2019;s interaction partners, the organisms/cell lines the experiment (s) were conducted in, the methods employed, experimental design and statistical analysis. Special attention was given to publications using CREB2 to ensure antibodies used in older experiments were indeed against ATF4.</p>
</sec>
<sec id="sec5">
<title>Screening</title>
<p>Studies were included if they were (i) peer-reviewed primary research articles (i.e., Review articles were excluded), (ii) written in English, (iii) were conducted at the protein level with mammalian sequence ATF4. Only mammalian ATF4 was allowed (i.e., studies using yeast GCN4 or Sea Slug (Aplysia) ATF4 were excluded).</p>
<p>For interaction studies, there needed to be evidence at the protein level of a physical interaction between mammalian ATF4 and the binding proteins. This included methods such as yeast two hybrid, FRET and pull-downs.</p>
<p>For gene targets, we included genes that showed differential regulation with changes in ATF4 expression (evidenced or well-established methods of ATF4 induction) that showed evidence of <italic>in vivo/ex vivo</italic> binding of ATF4 to the gene promoter/enhancer using ChIP PCR, ChIP-Seq or reChIP/co-ChIP. Less robust and indirect evidence, such as knock-downs of ATF4 being correlated with gene target expression level changes alone, were not included if that target was only shown under those conditions.</p>
<p>For post-translational modifications, all observed human ATF4 post-translational modifications were allowed. Modifications that were inferred by species similarity alone were removed.</p>
</sec>
</sec>
<sec id="sec6" sec-type="results">
<title>Results</title>
<p><xref rid="fig2" ref-type="fig">Figure 2</xref> illustrates the process of how we searched for ATF4 PTMs, gene targets and interacting proteins. In total, we present evidence for 33 ATF4 PTMs (<xref rid="fig3" ref-type="fig">Figure 3</xref>), 14 ATF4 dimerisation partners (<xref rid="tab1" ref-type="table">Table 1</xref>), and 41 genes that are regulated by ATF4 (<xref rid="tab2" ref-type="table">Table 2</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Selection process to identify relevant ATF4-interactors, PTMs and target-genes. For interactions studies, a total of 171 studies were investigated in addition to 93 interactions listed on the IntAct database, this was screened to identify an additional 65 unique interaction partners. After removal of interactions with non-direct evidence and those found only in a single publication, 14 proteins were identified. For PTMs, PhosphositePlus (PSP), Uniprot and Biogrid were all screened for PTMs. After checking for duplicates, 44 hits remained. Removal of predicted, i.e., as of yet observed PTMs in human, resulted in 33 PTMS. For target genes, 145 relevant articles were found from literature database searches, and after application of inclusion criteria, a total of 234 possible gene targets were identified. After stringency criteria were applied, a total of 41 hits were included.</p>
</caption>
<graphic xlink:href="fnmol-16-1112253-g002.tif"/>
</fig>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Post-translational Modifications of Human ATF4.</p>
</caption>
<graphic xlink:href="fnmol-16-1112253-g003.tif"/>
</fig>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Direct ATF4 dimerisation partners.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">ATF4-dimerisation partner</th>
<th align="left" valign="top">Description</th>
<th align="left" valign="top">References by species encoding ATF4</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">CEBPB</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref113">Podust et al. (2001)</xref>, <xref ref-type="bibr" rid="ref137">Tominaga et al. (2008)</xref>, <xref ref-type="bibr" rid="ref28">Cohen et al. (2015)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref139">Vallejo et al. (1993)</xref>, <xref ref-type="bibr" rid="ref74">Kawai et al. (1998)</xref>, <xref ref-type="bibr" rid="ref92">Mann et al. (2013)</xref>, <xref ref-type="bibr" rid="ref37">Ebert et al. (2020)</xref>. <bold>Unspecified</bold>: <xref ref-type="bibr" rid="ref143">Vinson et al. (1993)</xref>, <xref ref-type="bibr" rid="ref90">Lopez et al. (2007)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">CEBPG</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref132">Su and Kilberg (2008)</xref>, <xref ref-type="bibr" rid="ref117">Ravasi et al. (2010)</xref>, <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>, <xref ref-type="bibr" rid="ref120">Rolland et al. (2014)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref64">Huggins et al. (2016)</xref>, <xref ref-type="bibr" rid="ref37">Ebert et al. (2020)</xref>, <xref ref-type="bibr" rid="ref91">Luck et al. (2020)</xref>. <bold>Unspecified</bold>: <xref ref-type="bibr" rid="ref143">Vinson et al. (1993)</xref>, <xref ref-type="bibr" rid="ref4">Avitahl and Calame (1994)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">JUN</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref7">Bandyopadhyay et al. (2010)</xref>, <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>.<bold>Porcine</bold>: <xref ref-type="bibr" rid="ref73">Kato et al. (1999)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref24">Chevray and Nathans (1992)</xref>, <xref ref-type="bibr" rid="ref43">Fung et al. (2007)</xref>. <bold>Unspecified</bold>: <xref ref-type="bibr" rid="ref54">Hai and Curran (1991)</xref>, <xref ref-type="bibr" rid="ref10">Benbrook and Jones (1994)</xref>, <xref ref-type="bibr" rid="ref131">Steinm&#x00FC;ller et al. (2001)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">DDIT3/CHOP</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref33">DeGrado-Warren et al. (2008)</xref>, <xref ref-type="bibr" rid="ref132">Su and Kilberg (2008)</xref>, <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>. <bold>Rat</bold>: <xref ref-type="bibr" rid="ref14">Bromati et al. (2011)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref74">Kawai et al. (1998)</xref>, <xref ref-type="bibr" rid="ref45">Gachon et al. (2001)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">ATF4</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref132">Su and Kilberg (2008)</xref>, <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref139">Vallejo et al. (1993)</xref>, <xref ref-type="bibr" rid="ref92">Mann et al. (2013)</xref>, <xref ref-type="bibr" rid="ref37">Ebert et al. (2020)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">CEBPE</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref26">Chih et al. (2004)</xref>, <xref ref-type="bibr" rid="ref50">Gombart et al. (2007)</xref>, <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref27">Chumakov et al. (2007)</xref>. <bold>Unspecified</bold>: <xref ref-type="bibr" rid="ref143">Vinson et al. (1993)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">ATF3</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref132">Su and Kilberg (2008)</xref>, <xref ref-type="bibr" rid="ref150">Wang et al. (2009)</xref>, <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref74">Kawai et al. (1998)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">CEBPA</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref74">Kawai et al. (1998)</xref>, <xref ref-type="bibr" rid="ref37">Ebert et al. (2020)</xref>. <bold>Unspecified</bold>: <xref ref-type="bibr" rid="ref143">Vinson et al. (1993)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">NFE2L2/NRF2</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref132">Su and Kilberg (2008)</xref>, <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>, <xref ref-type="bibr" rid="ref114">Poh et al. (2020)</xref>. <bold>Rat</bold>: <xref ref-type="bibr" rid="ref58">He et al. (2001)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">FOS</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref24">Chevray and Nathans (1992)</xref>. <bold>Unspecified</bold>: <xref ref-type="bibr" rid="ref54">Hai and Curran (1991)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">JUNB</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref146">Wang et al. (2011b)</xref>; <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref74">Kawai et al. (1998)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">CREBZF</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>. <bold>Unspecified</bold>: <xref ref-type="bibr" rid="ref62">Hogan et al. (2006)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">MAF</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref37">Ebert et al. (2020)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">NFE2L1</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref118">Reinke et al. (2013)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref94">Murphy and Kolst&#x00F8; (2000)</xref>.</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Targets known to be regulated by ATF4.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Product of ATF4 target gene</th>
<th align="left" valign="top">Brief description</th>
<th align="left" valign="top">Regulation</th>
<th align="left" valign="top">References by species</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">DDIT3/CHOP</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref15">Bruhat et al. (2007)</xref>, <xref ref-type="bibr" rid="ref127">Shimizu et al. (2013)</xref>, <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>, <xref ref-type="bibr" rid="ref89">Lin et al. (2018)</xref>, <xref ref-type="bibr" rid="ref6">Bagheri-Yarmand et al. (2019)</xref>, <xref ref-type="bibr" rid="ref103">&#x00D6;rd et al. (2021)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref23">Ch&#x00E9;rasse et al. (2007)</xref>, <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref39">Farooq et al. (2022)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">ASNS</td>
<td align="left" valign="top">Asparagine Synthetase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref22">Chen et al. (2004)</xref>, <xref ref-type="bibr" rid="ref132">Su and Kilberg (2008)</xref>, <xref ref-type="bibr" rid="ref49">Gjymishka et al. (2009)</xref>, <xref ref-type="bibr" rid="ref17">Burton et al. (2020)</xref>, <xref ref-type="bibr" rid="ref103">&#x00D6;rd et al. (2021)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref42">Freundt et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">TRIB3</td>
<td align="left" valign="top">Pseudokinase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref132">Su and Kilberg (2008)</xref>, <xref ref-type="bibr" rid="ref19">Carraro et al. (2010)</xref>, <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>. <bold>Rat</bold>: <xref ref-type="bibr" rid="ref14">Bromati et al. (2011)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref19">Carraro et al. (2010)</xref>, <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">ATF3</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref109">Pan et al. (2007)</xref>, <xref ref-type="bibr" rid="ref85">Lee et al. (2013)</xref>. <bold>Rat</bold>: <xref ref-type="bibr" rid="ref174">Zhou and Pan (2011)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref122">Sasaki et al. (2020)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">VEGFA</td>
<td align="left" valign="top">Vascular Endothelial Growth Factor</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref132">Su and Kilberg (2008)</xref>, <xref ref-type="bibr" rid="ref144">Wang et al. (2012)</xref>, <xref ref-type="bibr" rid="ref76">Kim et al. (2020)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref105">Oskolkova et al. (2008)</xref>, <xref ref-type="bibr" rid="ref42">Freundt et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">MTHFD2</td>
<td align="left" valign="top">Mitochondrial bifunctional dehydrogenase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>, <xref ref-type="bibr" rid="ref103">&#x00D6;rd et al. (2021)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref42">Freundt et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">SLC7A11</td>
<td align="left" valign="top">Cystine/glutamate antiporter xCT</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>, <xref ref-type="bibr" rid="ref103">&#x00D6;rd et al. (2021)</xref>, <xref ref-type="bibr" rid="ref41">Ferguson et al. (2022)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">FGF21</td>
<td align="left" valign="top">Fibroblast growth factor</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref136">Tao et al. (2022)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref104">&#x00D6;rd et al. (2018)</xref>, <xref ref-type="bibr" rid="ref122">Sasaki et al. (2020)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">AARS</td>
<td align="left" valign="top">Aminoacyl-tRNA synthetase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref125">Shan et al. (2016)</xref>, <xref ref-type="bibr" rid="ref42">Freundt et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">CEBPB</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref20">Chen et al. (2005)</xref>, <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref52">Guo et al. (2019)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">CHAC1</td>
<td align="left" valign="top">Glutathione-specific gamma-glutamylcyclotransferase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref31">Crawford et al. (2015)</xref>, <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref69">Juliana et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">DDIT4/REDD1</td>
<td align="left" valign="top">Negative regulator of mTOR</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>, <xref ref-type="bibr" rid="ref103">&#x00D6;rd et al. (2021)</xref>, <xref ref-type="bibr" rid="ref56">Han et al. (2021)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">GPT2</td>
<td align="left" valign="top">Mitochondrial glutamic--pyruvic transaminase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref69">Juliana et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">LC3B/ MAP1LC3B</td>
<td align="left" valign="top">Autophagy protein</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref126">Shen et al. (2015)</xref>, <xref ref-type="bibr" rid="ref171">Zhong et al. (2022)</xref>. <bold>Rat</bold>: <xref ref-type="bibr" rid="ref18">Cai et al. (2022)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">PPP1R15A /GADD34</td>
<td align="left" valign="top">Protein phosphatase 1 adaptor for eIF2</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref122">Sasaki et al. (2020)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">PSAT1</td>
<td align="left" valign="top">Phosphoserine aminotransferase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref46">Gao et al. (2017)</xref>, <xref ref-type="bibr" rid="ref103">&#x00D6;rd et al. (2021)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref42">Freundt et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">WARS</td>
<td align="left" valign="top">Aminoacyl-tRNA synthetase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref125">Shan et al. (2016)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">ALDH18A1</td>
<td align="left" valign="top">Mitochondrial aldehyde dehydrogenase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref42">Freundt et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">ATG7</td>
<td align="left" valign="top">Autophagy related protein</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref171">Zhong et al. (2022)</xref>. <bold>Rat</bold>: <xref ref-type="bibr" rid="ref18">Cai et al. (2022)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">BGLAP (Osteocalcin)</td>
<td align="left" valign="top">Bone gamma-carboxyglutamic acid-containing protein</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref137">Tominaga et al. (2008)</xref>, <xref ref-type="bibr" rid="ref167">Yu et al. (2009)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">CDSN</td>
<td align="left" valign="top">Corneodesmosin</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref122">Sasaki et al. (2020)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">EIF2S2</td>
<td align="left" valign="top">eIF2 subunit (eIF2&#x03B2;)</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref42">Freundt et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">EPRS</td>
<td align="left" valign="top">Aminoacyl-tRNA synthetase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref125">Shan et al. (2016)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">FGF19</td>
<td align="left" valign="top">Fibroblast growth factor</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref127">Shimizu et al. (2013)</xref>, <xref ref-type="bibr" rid="ref80">Lang et al. (2021)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">GARS</td>
<td align="left" valign="top">Aminoacyl-tRNA synthetase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref125">Shan et al. (2016)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">GDF15</td>
<td align="left" valign="top">Growth/differentiation factor</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>, <xref ref-type="bibr" rid="ref88">Li A. et al. (2021)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">HERPUD1</td>
<td align="left" valign="top">Homocysteine-responsive ER-resident ubiquitin-like domain</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref42">Freundt et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">HSPA5</td>
<td align="left" valign="top">Molecular chaperone</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">IARS</td>
<td align="left" valign="top">Aminoacyl-tRNA synthetase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref125">Shan et al. (2016)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">JDP2</td>
<td align="left" valign="top">bZIP transcription factor</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref42">Freundt et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">KDM7A</td>
<td align="left" valign="top">Histone lysine demethylase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">LARS</td>
<td align="left" valign="top">Aminoacyl-tRNA synthetase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref125">Shan et al. (2016)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">miR-552</td>
<td align="left" valign="top">Micro RNA 552</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref40">Feng et al. (2022)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref40">Feng et al. (2022)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">MKNK2</td>
<td align="left" valign="top">MAP kinase-interacting serine/threonine-protein kinase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human:</bold> <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>, <xref ref-type="bibr" rid="ref6">Bagheri-Yarmand et al. (2019)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">NARS</td>
<td align="left" valign="top">Aminoacyl-tRNA synthetase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref125">Shan et al. (2016)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">PTGS2/COX2</td>
<td align="left" valign="top">Prostaglandin-endoperoxide synthase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref162">Xiao et al. (2011)</xref>, <xref ref-type="bibr" rid="ref34">Di et al. (2018)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">SARS</td>
<td align="left" valign="top">Aminoacyl-tRNA synthetase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref125">Shan et al. (2016)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">SQSTM1/P62</td>
<td align="left" valign="top">Autophagosome cargo protein</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Rat</bold>: <xref ref-type="bibr" rid="ref18">Cai et al. (2022)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">VARS</td>
<td align="left" valign="top">Aminoacyl-tRNA synthetase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref125">Shan et al. (2016)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">VLDLR</td>
<td align="left" valign="top">Very-low-density-lipoprotein receptor</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Human</bold>: <xref ref-type="bibr" rid="ref145">Wang et al. (2015)</xref>. <bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>.</td>
</tr>
<tr>
<td align="left" valign="top">YARS</td>
<td align="left" valign="top">Aminoacyl-tRNA synthetase</td>
<td align="left" valign="top">Upregulation</td>
<td align="left" valign="top"><bold>Mouse</bold>: <xref ref-type="bibr" rid="ref55">Han et al. (2013)</xref>, <xref ref-type="bibr" rid="ref125">Shan et al. (2016)</xref>.</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="sec7">
<title>ATF4-interaction proteins</title>
<p>Forty four interacting partners of ATF4 were identified in a targeted PubMed database search, with an additional 65 provided by the IntAct database (<xref ref-type="bibr" rid="ref101">Orchard et al., 2014</xref>). In total, 109 ATF4-interacting proteins were identified (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>), 41 (30%) of these contained a leucine zipper motif of which 33 are bZIP transcription factors. Twenty seven of the bZIP transcription factors were verified as direct ATF4-interacting heterodimerisation partners, with multiple references for 14 (<xref rid="tab1" ref-type="table">Table 1</xref>). Direct interaction was mostly determined by an appreciable work (<xref ref-type="bibr" rid="ref118">Reinke et al., 2013</xref>) that purified bZIP transcription factor proteins and measured their dimerisation with F&#x00F6;rster resonance energy transfer (FRET). CEBPB was confirmed as an ATF4 dimerisation partner based on X-ray crystallography of their bZIP domains (<xref ref-type="bibr" rid="ref113">Podust et al., 2001</xref>). Five ATF4-interacting basic helix&#x2013;loop&#x2013;helix transcription factors were found as well as two transcriptional co-activators, CREBBP and TRIM24. Eight ATF4-interacting proteins were characterised as being involved with cellular division or the cytoskeleton. Six ATF4-interacting proteins were found to be integral to neural synapsis; GABBR1, GABBR2, DISC1, SNAP29, NLGN3, and APH1A. Four proteins involved in ubiquitination were identified; &#x03B2;TRCP, ABRO1, ASB7, and MDM2. Pro-apoptotic proteins, Death associated protein kinases 1 and 2 (DAPK1/2), Caspase 6 (CASP6) and Endophilin-B1/BIF1 (SH3GLB1) were also identified as ATF4-interacting proteins.</p>
</sec>
<sec id="sec8">
<title>ATF4 target genes</title>
<p><xref ref-type="supplementary-material" rid="SM2">Supplementary Table 2</xref> shows 234 ATF4 gene targets that were identified in a systematic search of PubMed. <xref rid="tab2" ref-type="table">Table 2</xref> displays the 41 targets that were supported by two or more publications. Among the 45 articles that met the inclusion criteria explained in the methods section, 7 were high-throughput incorporating ChIP-seq with RNA-seq or transcriptome microarray (<xref ref-type="bibr" rid="ref55">Han et al., 2013</xref>; <xref ref-type="bibr" rid="ref145">Wang et al., 2015</xref>; <xref ref-type="bibr" rid="ref42">Freundt et al., 2018</xref>; <xref ref-type="bibr" rid="ref21">Chen et al., 2021</xref>; <xref ref-type="bibr" rid="ref103">&#x00D6;rd et al., 2021</xref>; <xref ref-type="bibr" rid="ref41">Ferguson et al., 2022</xref>; <xref ref-type="bibr" rid="ref171">Zhong et al., 2022</xref>). Full utilisation of these results was not attained as only two articles provided a full results table (<xref ref-type="bibr" rid="ref55">Han et al., 2013</xref>; <xref ref-type="bibr" rid="ref145">Wang et al., 2015</xref>). The high-throughput articles listed provide <xref ref-type="supplementary-material" rid="SM1">Supplementary data</xref>, making it is possible to process the data for further information on ATF4 target genes.</p>
<p>ATF4 gene targets that were also identified as physical interactors of ATF4 were DDIT3/CHOP, TRIB3, CEBPB, CEBPD, CEBPG, ATF3, JDP2, and NFE2L1. Apart from TRIB3, these are all bZIP transcription factors. ATF5 and ATF6 are two more bZIP transcription factors found as ATF4 targets although they were not found to interact with ATF4. ATF4 targets that were characterised as implicated in apoptosis numbered 11, namely, BECN1, DPF2, G0S2, GHITM, MCL1, NLRP1, NOXA/PMAIP1, PUMA/BBC3, SNAI2, TP53BP2/ASPP2, and DNAJA3. Targets characterised as involved in autophagy are LC3B/MAP 1LC3B, ATG3, ATG7, SQSTM1/P62, BECN1, and WIPI1. Many target protein products that localise to mitochondria were identified; MTHFD2, GPT2, ALDH18A1, ALDH1L2, ALDH2, DNAJA3, GHITM, LONP1, PCK2, and TMEM11.</p>
<p>A nuclear exporter of tRNA, XPOT, and 15 tRNA synthetases were identified as ATF4 target genes; AARS, WARS, EPRS, GARS, IARS, LARS, NARS, SARS, VARS, YARS, CARS, FARSB, HARS, NARS, and TARS. Amino acid transporters; SLC7A11, SLC3A2, SLC7A1, SLC7A5, and SNAT2 were also identified as ATF4 target genes.</p>
</sec>
<sec id="sec9">
<title>Human ATF4 post-translational modifications</title>
<p><xref rid="fig3" ref-type="fig">Figure 3</xref> displays a graphical summary of human ATF4 PTMs that were amalgamated from three online databases that comprises both high-throughput proteomics and targeted low-throughput studies. Overall, the majority of ATF4 PTMs are concentrated in either the C-terminal bZIP domain or in a more N-terminal amino acid range 42&#x2013;119. Phosphorylation of threonine residues T107, T114, T115, and T119 carried out by the protein kinase RET reduced transcription of apoptotic ATF4 target gene products NOXA and PUMA (<xref ref-type="bibr" rid="ref5">Bagheri-Yarmand et al., 2015</xref>). These threonine phosphorylations are the only N-terminal modifications identified from a targeted low-throughput investigation. The other, predominantly ubiquitination, PTMs in the N-terminal cluster were all found in high-throughput proteomics studies. It was found K45 and K53 could be either SUMOylated or ubiquitinated while there was a phosphorylation detected at S69. Phosphorylation of S219 and S224 are required for &#x03B2;TRCP binding to cause ubiquitination of ATF4 to target it for proteasomal degradation (<xref ref-type="bibr" rid="ref115">Pons et al., 2007</xref>). Ubiquitinations, SUMOylations, acetylations and phosphorylations were all identified in the C-terminal bZIP domain (<xref rid="fig3" ref-type="fig">Figure 3</xref>, References in <xref ref-type="supplementary-material" rid="SM3">Supplementary Table 3</xref>).</p>
</sec>
</sec>
<sec id="sec10" sec-type="discussions">
<title>Discussion</title>
<sec id="sec11">
<title>ATF4-interactors and target gene regulation</title>
<p>While we identified a broad array of ATF4 target genes, it is clear that subsets of these genes will be only transcribed when ATF4 is bound to a specific binding partner. As ATF4 can heterodimerise with a range of other TFs, mostly bZIP domain containing (<xref rid="tab1" ref-type="table">Table 1</xref>, <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>), it suggests ATF4 can bind to a variety of DNA sequences. By investigating DNA binding specificities of 270 bZIP transcription factor pairs, including ATF4 (<xref ref-type="bibr" rid="ref119">Rodr&#x00ED;guez-Mart&#x00ED;nez et al., 2017</xref>), it was discovered that 72% of bZIP heterodimer pairs bound sequences called conjoined half-sites &#x2013; a DNA sequence which was an amalgam of each monomers&#x2019; binding site, i.e., an ATF4/ATF3 conjoined binding site would consist of half an ATF4 binding site followed by half an ATF3 binding site. This would suggest that the majority of ATF4 heterodimer binding sites could be predicted (assuming both the ATF4 and bZIP binding partner&#x2019;s homodimeric binding sites were already well characterised). However, Rodr&#x00ED;guez-Mart&#x00ED;nez et al. found some bZIP heterodimer&#x2019;s DNA binding was found to be at &#x2018;emergent&#x2019; or variably-spaced half-sites which could not have been predicted. It is also worth noting that Rodr&#x00ED;guez-Mart&#x00ED;nez et al. were able to determine that many previous studies that were labouring under the impression that the ATF4 homodimers they were using had perhaps been working with impure ATF4&#x00B7;CEBPG heterodimers.</p>
<p>Our systematic review identified 234 putative ATF4 target genes (<xref ref-type="supplementary-material" rid="SM2">Supplementary Table 2</xref>) but this is likely to be a lower estimate on possible genes. An article using ChIP-seq in 3 T3-L1 mouse embryonic preadipocytes found ATF4 to bind 87,725 sites throughout the genome that were mapped to 16,164 genes (<xref ref-type="bibr" rid="ref21">Chen et al., 2021</xref>). Coupled with RNA-seq, they reported 1,955 target genes that had both ATF4 occupancy and ATF4-dependent differential expression. Chen et al. also found ATF4 to interact with the chromatin architecture regulator CTCF, which may impart additional plasticity to the genome to facilitate this large-scale organisation of the transcriptome. Although a valuable resource, it is worth noting that Chen et al. identified far more binding sites than other high-throughput target gene investigations. The approach taken by Chen et al. may have an unspecific binding bias &#x2013; this can occur with ChIP, particularly with a 1% formaldehyde cross-linking time of over 30&#x2009;min (<xref ref-type="bibr" rid="ref8">Baranello et al., 2016</xref>). However, Chen et al. specify in their methods that the 1% formaldehyde cross-linking took place for only 10&#x2009;min which may reduce this. Two high-throughput ChIP-seq with RNA-seq or transcriptome microarray studies were found outside of the systematic PubMed search (<xref ref-type="bibr" rid="ref64">Huggins et al., 2016</xref>; <xref ref-type="bibr" rid="ref135">Tameire et al., 2019</xref>). Tameire et al. found ATF4 to co-occupy similar genomic regions as MYC at genes involved primarily in amino acid and protein synthesis. Huggins et al. found CEBPG-ATF4 heterodimers to be the predominant CARE-binding species in stressed mouse cells. Given ATF4&#x2019;s large heterodimer DNA-binding capacity and disagreement in the literature, further high-throughput investigation into DNA binding sites is warranted. ATF4 could act to enable mRNA transcription from many genes during the ISR when translation of other TFs is limited. Alternatively, high amounts of ATF4 could saturate other TFs so they are unable to bind genes they would normally regulate.</p>
<p>Proteins that were found to both interact with ATF4 and their genes are targets of ATF4 are of interest. TRIB3, DDIT3, CEBPB, CEBPD, CEBPG, JDP2 and NFE2L1 meet this criteria. Of these, Tribbles homolog 3 (TRIB3) was the only protein identified that was not a bZIP TF. TRIB3 is a pseudokinase that is able to interact with ATF4, it inhibits transcriptional activity of ATF4, DDIT3 and CEBPB (<xref ref-type="bibr" rid="ref102">Ord and Ord, 2017</xref>). DNA damage inducible transcript 3 (DDIT3) is a bZIP TF that is upregulated by the ISR and is involved in the induction of apoptosis alongside ATF4 (<xref ref-type="bibr" rid="ref107">Pakos-Zebrucka et al., 2016</xref>; <xref ref-type="bibr" rid="ref158">Wortel et al., 2017</xref>). DDIT3 and ATF4 heterodimers co-regulate many genes, the ATF4 target genes identified by Han et al. were acquired by Re-ChIP using ATF4 and DDIT3 antibodies (<xref ref-type="bibr" rid="ref55">Han et al., 2013</xref>).</p>
<p>Activating transcription factor 3 (ATF3) is considered an integral part of the ISR (<xref ref-type="bibr" rid="ref66">Jiang et al., 2004</xref>), it is a bZIP TF identified as a target and interactor of ATF4. Narita et al. showed that among 2 multiple myeloma cell lines and 6 primary samples, bortezomib treatment resulted in inconsistent protein induction of ATF4, DDIT3 and pro-apoptotic PMAIP1/NOXA but consistent ATF3 protein induction (<xref ref-type="bibr" rid="ref96">Narita et al., 2015</xref>). ChIP-PCR showed consistent binding of ATF3 to <italic>ATF3</italic>, <italic>ATF4</italic>, <italic>DDIT3</italic>, and <italic>PMAIP1</italic> gene promoters. ATF4 binding to these promoters was inconsistent, however it is interesting that ATF4 was found to bind it&#x2019;s own gene promoter in some cases. Furthermore, ATF3-ATF4 heterodimers were found to bind and upregulate mRNA expression from the gene for pro-apoptotic protein NOXA/PMAIP1 (<xref ref-type="bibr" rid="ref150">Wang et al., 2009</xref>).</p>
<p>The CCAAT-enhancer-binding proteins (CEBPs) CEBPB, CEBPD, and CEBPG are bZIP TFs identified as dimerisation partners and target genes of ATF4. CEBPB is involved in immune responses, metabolism and it can induce cell-cycle arrest (reviewed in <xref ref-type="bibr" rid="ref98">Niehrs and Calkhoven, 2020</xref>). CEBPB has involvement alongside ATF4 in regulating osteoblast differentiation (<xref ref-type="bibr" rid="ref137">Tominaga et al., 2008</xref>). CEBPD has been found to promote transcription from the Prostaglandin-endoperoxide synthase 2 (PTGS2) promoter (<xref ref-type="bibr" rid="ref147">Wang et al., 2006</xref>) and ATF4 has also been found to upregulate PTGS2 (<xref ref-type="bibr" rid="ref162">Xiao et al., 2011</xref>; <xref ref-type="bibr" rid="ref34">Di et al., 2018</xref>). CEBPG has been identified as a regulator of Interleukin-4 (<xref ref-type="bibr" rid="ref147">Wang et al., 2006</xref>). Work in mice has reported CEBPG as the main ATF4 heterodimerisation partner to induce stress responsive genes (<xref ref-type="bibr" rid="ref64">Huggins et al., 2016</xref>).</p>
<p>JUN dimerisation protein 2 (JDP2) is another bZIP TF identified as an ATF4 target gene and ATF4 dimerisation partner, it has been found to inhibit ATF4 transcriptional activity for some target genes including asparagine synthetase (ASNS; <xref ref-type="bibr" rid="ref38">Engler et al., 2020</xref>). Nuclear factor erythroid-2-like 1 (NFE2L1) is a cap &#x2018;n&#x2019; collar bZIP TF found to be a target gene and dimerisation partner of ATF4. It is endoplasmic reticulum-bound, where it functions as a cholesterol sensor and has been described as a guardian of cholesterol homeostasis (<xref ref-type="bibr" rid="ref155">Widenmaier et al., 2017</xref>).</p>
<p>An outstanding question is to what extent different ATF4 dimerisation partners control particular subsets of ATF4 target genes. ATF4 dimerisation partners each will have their own regulation mechanisms. For example, ATF4 heterodimerisation partner JUN is a bZIP TF that is induced by a broad range of extracellular stimuli. JUN has been found to be required for cell-cycle progression and to protect cells against apoptosis (<xref ref-type="bibr" rid="ref157">Wisdom et al., 1999</xref>). Thus, it may be that ATF4 heterodimer formation is governed by the relative amounts of these other transcription factors which are not directly influenced by the ISR. Alternatively, higher amounts of ATF4 could saturate other TFs, with ATF4 potentially changing or inhibiting their action. The majority of studies identifying ATF4 target genes induced ATF4 through endoplasmic reticulum stress with tunicamycin or thapsigargin. It was noted that some studies could identify genes as ATF4 targets with some ATF4 inducers but not others (<xref ref-type="bibr" rid="ref132">Su and Kilberg, 2008</xref>; <xref ref-type="bibr" rid="ref25">Chiang et al., 2013</xref>).</p>
<p>The endoplasmic reticulum (ER) stress induced unfolded protein response (UPR) activates the ISR and ATF4 through the eIF2&#x03B1; kinase PERK. However, ER stress induced UPR also activates other transcription factors such as XBP1 and ATF6 (<xref ref-type="bibr" rid="ref159">Wu and Kaufman, 2006</xref>). XBP1 and ATF6 were both identified as ATF4 target genes in high-throughput studies (<xref ref-type="supplementary-material" rid="SM2">Supplementary Table 2</xref>). This combination of transcription factors could augment the ISR in comparison to, for example, amino acid starvation induced GCN2 activation. GCN2 activation has also been linked to induction of apoptosis (<xref ref-type="bibr" rid="ref47">Gentz et al., 2013</xref>; <xref ref-type="bibr" rid="ref148">Wang et al., 2018</xref>), showing apoptosis induction by the ISR is not specific to the UPR.</p>
</sec>
<sec id="sec12">
<title>ATF4 PTM regulation</title>
<p>Casein kinase 2 (CK2) has been highlighted as an important regulator of ATF4 and ATF4-interacting CEBP TFs (<xref ref-type="bibr" rid="ref158">Wortel et al., 2017</xref>). CK2 was found to interact and phosphorylate ATF4 at Serine 215 (<xref ref-type="bibr" rid="ref3">Ampofo et al., 2013</xref>; <xref ref-type="bibr" rid="ref129">Siang et al., 2022</xref>). A S215A mutant caused a significant decrease in luciferase reporter activity under the control of two amino acid response elements or the promoter for ATF3 (<xref ref-type="bibr" rid="ref3">Ampofo et al., 2013</xref>), suggesting S215 phosphorylation increases ATF4 activity. It was further shown that only the bZIP alpha helix of ATF4 is highly ordered and mutational studies showed the bZIP domain was required for CK2 to phosphorylate ATF4 in a disordered region (<xref ref-type="bibr" rid="ref129">Siang et al., 2022</xref>). Knockdown of CK2-interacting ribosomal protein RPL41 resulted in a decrease in ATF4 ubiquitination and degradation, RPL41 was found to increase phosphorylation at &#x03B2;TRCP-recognising motif serine 219 (<xref ref-type="bibr" rid="ref151">Wang A. et al., 2011</xref>).</p>
<p>ATF4 is targeted for ubiquitin-mediated proteasomal degradation by &#x03B2;TRCP, dependent on phosphorylation of ATF4 at serine 219 (<xref ref-type="bibr" rid="ref83">Lassot et al., 2001</xref>). Recently, it has been shown in mouse pancreatic &#x03B2;-cells that phosphorylation of this serine residue on ATF4 is dependent on glycogen synthase kinase 3 (GSK3; <xref ref-type="bibr" rid="ref95">Nagao et al., 2022</xref>). This is especially interesting given a lack of explanation for ATF4 upregulation from insulin signalling which inhibits GSK3 (<xref ref-type="bibr" rid="ref86">Lewerenz et al., 2014</xref>).</p>
<p>RET kinase was found to phosphorylate ATF4 at threonine residues 107, 114, 115, and 119 and caused a decrease in transcription of pro-apoptotic ATF4 target genes NOXA and PUMA (<xref ref-type="bibr" rid="ref5">Bagheri-Yarmand et al., 2015</xref>). However, it is unclear if these threonine phosphorylations cause a generic reduction of ATF4 transcriptional activity or if it could be more specific to these pro-apoptotic target genes. Interestingly, PNLIP, one of the few identified putative ATF4 target genes with downregulation associated with ATF4 gene binding was bound by a phosphorylated ATF4 (<xref ref-type="bibr" rid="ref110">Park et al., 2019</xref>). Unfortunately, the authors do not state which phosphorylated ATF4 the antibody used was specific to. RSK2 induced phosphorylation of serine 245 on ATF4 was found to increase expression of osteocalcin (BGLAP; <xref ref-type="bibr" rid="ref163">Yang et al., 2004</xref>).</p>
<p>ATF4 was found to be acetylated within the range of amino acids 270 to 300 by CREBBP (<xref ref-type="bibr" rid="ref44">Gachon et al., 2002</xref>), CREBBP was also identified as an ATF4-interacting protein (<xref ref-type="bibr" rid="ref169">Yukawa et al., 1999</xref>). The closely related protein EP300 was found to acetylate ATF4 at serine 311 (<xref ref-type="bibr" rid="ref82">Lassot et al., 2005</xref>). EP300 associates with ATF4&#x2019;s N-terminal to prevent ubiquitination but this effect was independent of EP300&#x2019;s acetylation activity (<xref ref-type="bibr" rid="ref82">Lassot et al., 2005</xref>). <xref rid="fig3" ref-type="fig">Figure 3</xref> shows N-terminal ATF4 ubiquitinations, it is possible EP300 is blocking N-terminal ubiquitination through binding ATF4. An ubiquitin ligase substrate adaptor ASB7 (<xref ref-type="bibr" rid="ref138">Uematsu et al., 2016</xref>) and an E3 ubiquitin ligase MDM2 (<xref ref-type="bibr" rid="ref48">Girnita et al., 2003</xref>) were identified as ATF4 interactors (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>), they could either be involved in ubiquitinating ATF4 at the N-terminal region.</p>
</sec>
<sec id="sec13">
<title>ATF4 and apoptosis</title>
<p>It has long been known that ATF4 is a key regulator of apoptosis induction (<xref ref-type="bibr" rid="ref55">Han et al., 2013</xref>; <xref ref-type="bibr" rid="ref107">Pakos-Zebrucka et al., 2016</xref>; <xref ref-type="bibr" rid="ref116">Rajesh et al., 2016</xref>; <xref ref-type="bibr" rid="ref158">Wortel et al., 2017</xref>). <xref ref-type="supplementary-material" rid="SM2">Supplementary Table 2</xref> includes 11 ATF4 targets that were characterised as involved in regulation of apoptosis; what is clear from that list is that is no clear single route through which ATF4 appears to promote apoptosis &#x2013; rather it pulls multiple potential levers to drive cells towards apoptosis.</p>
<p>Several ATF4 target genes were found to localise to the mitochondria which may act as an apoptosis signalling hub. The target gene DNAJA3/TID1 is a mitochondrial localised chaperone that has both short and long splicing variants. The long isoform of DNAJA3 for example can promote apoptosis whereas the short isoform supresses apoptosis (<xref ref-type="bibr" rid="ref133">Syken et al., 1999</xref>). Furthermore, GHITM is a transmembrane mitochondrial protein that stimulates release of cytochrome c from mitochondria &#x2013; a key stimulator of caspase 9 mediated apoptosis (<xref ref-type="bibr" rid="ref100">Oka et al., 2008</xref>). In addition to this, gene regulation of Beclin-1 (BECN1) may be a route to apoptosis, as it can be cleaved by caspases leading to a C-terminal fragment localising with mitochondria and promoting apoptosis (<xref ref-type="bibr" rid="ref156">Wirawan et al., 2010</xref>). We also identified ATF4 as interacting with Caspase 6 (CASP6), in a single high-throughput screen focused on neurodegeneration (<xref ref-type="bibr" rid="ref53">Haenig et al., 2020</xref>). Caspase 6 is downstream of Caspases 3, 7 and 9 and is a protease that can promote the programmed cell death pathways apoptosis, necroptosis and pyroptosis (<xref ref-type="bibr" rid="ref170">Zheng et al., 2020</xref>).</p>
<p>Cytochrome c release can also be driven through the BCL/BAX pathway, which is dependent on the disruption of BCL-2/BAX heterodimers and the resultant formation of BAX oligomers on the mitochondrial surface. One target gene of ATF4 is G0S2, a mitochondrial protein that prevents formation of BCL2-BAX heterodimers thereby promoting apoptosis through BAX oligomerisation (<xref ref-type="bibr" rid="ref154">Welch et al., 2009</xref>). Additionally PUMA, was identified as an ATF4 target gene. PUMA promotes apoptosis by disrupting BAX/BAK heterodimers and promoting BAX oligomerisation (<xref ref-type="bibr" rid="ref168">Yu and Zhang, 2008</xref>). NOXA was also found to be an ATF4 target gene and is a BH3-only Bcl-2 family member that targets the Bcl-2 family member, MCL1, for proteasomal degradation (<xref ref-type="bibr" rid="ref32">Czabotar et al., 2007</xref>; MCL1 is a Bcl-2 family member that can exist in different isoforms by alterative splicing regulation; a long isoform promotes cell survival whereas a shorter isoform promotes apoptosis (<xref ref-type="bibr" rid="ref11">Bingle et al., 2000</xref>)). ATF4 also targets TP53BP2 expression, a gene which interacts with both TP53 and BCL2 to facilitate apoptosis (<xref ref-type="bibr" rid="ref97">Naumovski and Cleary, 1996</xref>). Interestingly, our review also identified Endophilin-B1/BIF1 as an ATF4 interacting protein. Endophilin-B1 interacts with apoptosis regulator BAX to play a pro-apoptotic role (<xref ref-type="bibr" rid="ref134">Takahashi et al., 2005</xref>) &#x2013; how an interaction with ATF4 may impact on the ability to carry out this role is unclear.</p>
<p>ATF4 was also found to interact directly with Death associated protein kinases 1 and 2 (DAPK2/3). DAPK2 and DAPK3 are two closely related serine/threonine protein kinases, of which DAPK3, also known as ZIP kinase, contains a leucine zipper and interacts with ATF4 (<xref ref-type="bibr" rid="ref74">Kawai et al., 1998</xref>). The <italic>DAPK2</italic> gene can produce an evolutionary conserved isoform with a C-terminal leucine zipper, DAPK2&#x03B2;, that interacts with ATF4 (<xref ref-type="bibr" rid="ref128">Shoval et al., 2011</xref>). Overexpression of DAPK3 has been found to induce apoptosis in NIH 3&#x2009;T3 mouse embryonic fibroblast cells that was dependent on DAPK3&#x2019;s kinase activity (<xref ref-type="bibr" rid="ref74">Kawai et al., 1998</xref>). Kawai et al. highlight that ATF4 dimerisation with DAPK3 prevents DAPK3 homodimerisation and therefore inhibits its kinase activity-dependent apoptosis induction. Kawai et al. suggests that ATF4 is inhibiting apoptosis, however the ISR including ATF4 is capable of inducing apoptosis (<xref ref-type="bibr" rid="ref107">Pakos-Zebrucka et al., 2016</xref>). An intriguing hypothetical possibility is that DAPK3 monomers could be normally rapidly targeted for degradation but DAPK3 monomer degradation is prevented through dimerisation with ATF4. This would allow a pool of ATF4-bound DAPK3 to build up within a cell. If there was subsequently a release of ATF4-bound DAPK3 monomers over a short period of time, it would allow high amounts of DAPK3 homodimers to form to promote apoptosis through DAPK3&#x2019;s kinase activity.</p>
<p>Of interest <xref ref-type="bibr" rid="ref55">Han et al., 2013</xref> has proposed a model whereby a re-initiation of translation rather than ATF4/DDIT3 apoptosis-linked gene targets is the cause of apoptosis (<xref ref-type="bibr" rid="ref55">Han et al., 2013</xref>). However, we characterised that three of their identified ATF4 and DDIT3 target genes (GHITM, DPF2 and DNAJA3) can be involved in apoptosis. Further work may be required to clarify whether the Han et al. model is correct.</p>
</sec>
<sec id="sec14">
<title>ATF4 and the cell-cycle</title>
<p>Several identified ATF4-interacting proteins (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref>) play a role in cellular division; CENPF, CEP83, SAPCD2, HAUS7, NDC80, LUZP1, and HOP2. Additional ATF4-interactors identified that are involved in cellular division but were identified outside of the systematic search are CEP290 (<xref ref-type="bibr" rid="ref123">Sayer et al., 2006</xref>) and NEK6 (<xref ref-type="bibr" rid="ref142">Vaz Meirelles et al., 2010</xref>). Research has linked ATF4 overexpression to cell-cycle arrest and apoptosis (<xref ref-type="bibr" rid="ref160">Wu et al., 2017</xref>; <xref ref-type="bibr" rid="ref175">Zong et al., 2017</xref>). However, research has found ATF4 to increase cancer cell line proliferation (<xref ref-type="bibr" rid="ref36">Du et al., 2021</xref>; <xref ref-type="bibr" rid="ref149">Wang et al., 2021</xref>). Additionally, knockdown of ATF4 in human cancer cell-mouse xenografts caused a large reduction in tumour mass compared to control cell xenografts (<xref ref-type="bibr" rid="ref164">Ye et al., 2010</xref>). Nevertheless, it would be logical for ATF4 to inhibit cellular division in stressed proliferating cells. It is unclear how or in which way ATF4 could regulate cellular division but an enrichment of cell-cycle-linked ATF4-interacting proteins suggests ATF4 could directly regulate cell division. If ATF4 inhibits cellular division/cell-cycle progression then it is possible that cancer cells expressing high levels of ATF4 have found a way to circumvent this inhibition.</p>
</sec>
<sec id="sec15">
<title>ATF4 in the brain</title>
<p>Different cell types may have differential susceptibility to ATF4-induced apoptosis. This may apply to mature fully-differentiated neurons as they are generally non-dividing essential cells that cannot be replaced (<xref ref-type="bibr" rid="ref124">Shadfar et al., 2022</xref>). There has been considerable interest in the role of ATF4 in the brain (<xref ref-type="bibr" rid="ref112">Pitale et al., 2017</xref>; <xref ref-type="bibr" rid="ref30">Costa-Mattioli and Walter, 2020</xref>). <xref ref-type="supplementary-material" rid="SM1">Supplementary Table 1</xref> shows ATF4-interacting proteins that we identified as integral to neural synapses; GABBR1, GABBR2, DISC1, SNAP29, NLGN3, and APH1A. Further to this, ATF4 has been found localised to synapses (<xref ref-type="bibr" rid="ref79">Lai et al., 2008</xref>) and it is established that the ISR including ATF4 inhibits the formation of long-term memory (<xref ref-type="bibr" rid="ref30">Costa-Mattioli and Walter, 2020</xref>). As synaptic plasticity is theorised to be responsible for memory formation (<xref ref-type="bibr" rid="ref81">Langille and Brown, 2018</xref>), it is possible that ATF4 may be involved in inhibition of synaptic plasticity. To support this, it has been noted that previous studies have found ATF4 to be a negative regulator of synaptic plasticity although ATF4 likely also plays a role in normal brain function (<xref ref-type="bibr" rid="ref111">Pasini et al., 2015</xref>). It is also possible that through interacting with GABBR1/2 receptors, ATF4 could be activating the GABAergic system (<xref ref-type="bibr" rid="ref161">Wu and Sun, 2015</xref>). As the GABAergic system inhibits neuronal activity (<xref ref-type="bibr" rid="ref140">Vargas, 2018</xref>), ATF4 could be causing a general inhibition within the brain. Consistent with this, it was found that long-term knockdown of ATF4 in cultured rat hippocampal neurons significantly increased spontaneous action potentials and reduced GABBR1/2 activity (<xref ref-type="bibr" rid="ref29">Corona et al., 2018</xref>). Overall, this could suggest that ATF4 can induce a quiescent protective state in neurons to protect them from damage during times of cellular stress. Schizophrenia is a condition in which synaptic plasticity is implicated (<xref ref-type="bibr" rid="ref93">Mould et al., 2021</xref>). It is interesting to note that antipsychotic tranquiliser medications that are used to treat schizophrenia, such as olanzapine, are evidenced to induce cellular endoplasmic reticulum stress (<xref ref-type="bibr" rid="ref59">He et al., 2019</xref>, <xref ref-type="bibr" rid="ref60">2021</xref>; <xref ref-type="bibr" rid="ref87">Li W. et al., 2021</xref>; <xref ref-type="bibr" rid="ref172">Zhou et al., 2022</xref>) that will induce ATF4 <italic>via</italic> the PERK-eIF2&#x03B1; pathway.</p>
</sec>
<sec id="sec16">
<title>Concluding remarks</title>
<p>The extensive options for ATF4 dimerisation partners illustrate the complexity of ATF4 regulation. PTMs provide an additional layer of complexity, perhaps further shaping ATF4 preferences for subsets of target genes. Furthermore, genome organisation <italic>via</italic> chromatin architecture and histone modifications surrounding target genes may alter ATF4 regulation and target specificity and may be the result of multiple diverse pathways which are distinct from the ISR and ATF4. The four eIF2&#x03B1; kinases that induce ATF4 through the ISR may have a role in tailoring ATF4 action through non-canonical substrate phosphorylation, but this has yet to be sufficiently explored. Throughout this review and literature search, it is apparent that the exact method of ISR induction, whether through UPR activation, starvation or tRNA synthetase inhibition, is likely to have very distinct downstream effects which may manifest in unique transcriptional responses by ATF4. This work summarises the various options available for ATF4 regulation, and the high degree of plasticity &#x2013; what is still lacking is determining how ATF4 is guided to certain gene targets by upstream signalling.</p>
<p>What is also apparent is that the diversity of cell types used in various studies has produced an equally diverse set of results. The 234 gene targets we have identified may represent a &#x2018;core&#x2019; portfolio of ATF4 targets which may be greatly augmented under certain conditions and in certain cell types. In one scenario, cellular apoptosis would be considered advantageous for a multicellular organism where irreparably stressed (for example) hepatic cells could be replaced. In contrast, extensive apoptosis in terminally-differentiated mature neurons that cannot be replaced would be detrimental to an organism. It is a reasonable conclusion therefore that the decision to commit to apoptosis will be cell-type-specific in higher eukaryotes. Comparative analysis of the regulation of ATF4 in apoptosis-able and apoptosis-unable cells may be a promising avenue to better identify the mechanisms controlling ATF4-mediated apoptosis. This knowledge may help in cancer research to identify cancerous cells that could have circumvented ATF4-mediated apoptosis or cell-cycle arrest.</p>
</sec>
</sec>
<sec id="sec17">
<title>Author contributions</title>
<p>GN conducted the initial literature search and then drafted the manuscript. GM and GN then read manuscripts and refined inclusion criteria. GM contributed and edited the manuscript and created figures. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec18" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the University of Dundee.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<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 id="sec100" sec-type="disclaimer">
<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>
<sec id="sec20" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fnmol.2023.1112253/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fnmol.2023.1112253/full#supplementary-material</ext-link></p>
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<supplementary-material xlink:href="Table_3.DOCX" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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