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<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging Neurosci.</journal-id>
<journal-title>Frontiers in Aging Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1663-4365</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnagi.2022.885145</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Autophagy Regulation Influences &#x03B2;-Amyloid Toxicity in Transgenic <italic>Caenorhabditis elegans</italic></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Lin</surname> <given-names>Hongru</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1687370/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gao</surname> <given-names>Yehui</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Zhang</surname> <given-names>Chen</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Ma</surname> <given-names>Botian</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Wu</surname> <given-names>Mengchen</given-names></name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Cui</surname> <given-names>Xianghuan</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Wang</surname> <given-names>Hongbing</given-names></name>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/889518/overview"/>
</contrib>
</contrib-group>
<aff><institution>Putuo People&#x2019;s Hospital, School of Life Sciences and Technology, Tongji University</institution>, <addr-line>Shanghai</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Ralf J. Braun, Danube Private University, Austria</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Per Evert Tore Nilsson, Karolinska Institutet (KI), Sweden; Thomas Enzlein, Mannheim University of Applied Sciences, Germany; Suraiya Saleem, Sathyabama Institute of Science and Technology, India</p></fn>
<corresp id="c001">&#x002A;Correspondence: Xianghuan Cui, <email>cuixh@tongji.edu.cn</email></corresp>
<corresp id="c002">Hongbing Wang, <email>hbwang@tongji.edu.cn</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Alzheimer&#x2019;s Disease and Related Dementias, a section of the journal Frontiers in Aging Neuroscience</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>14</volume>
<elocation-id>885145</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Lin, Gao, Zhang, Ma, Wu, Cui and Wang.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Lin, Gao, Zhang, Ma, Wu, Cui and Wang</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>Alzheimer&#x2019;s disease (AD) is a progressive, neurodegenerative disease characterized by the accumulation of amyloid-beta (A&#x03B2;) proteins in the form of plaques that cause a proteostasis imbalance in the brain. Several studies have identified autophagy deficits in both AD patients and AD animal models. Here, we used transgenic <italic>Caenorhabditis elegans</italic> to study the relationship between autophagy flux and A&#x03B2;. We labeled autophagosomes with an advanced fluorescence reporter system, and used this to observe that human A&#x03B2; expression caused autophagosome accumulation in <italic>C. elegans</italic> muscle. The autophagy-related drugs chloroquine and 3-MA were employed to investigate the relationship between changes in autophagic flux and the toxicity of A&#x03B2; expression. We found that reducing autophagosome accumulation delayed A&#x03B2;-induced paralysis in the CL4176 strain of <italic>C. elegans</italic>, and alleviated A&#x03B2;-induced toxicity, thus having a neuroprotective effect. Finally, we used RNA-sequencing and proteomics to identify genes whose expression was affected by A&#x03B2; aggregation in <italic>C. elegans</italic>. We identified a series of enriched autophagy-related signal pathways, suggesting that autophagosome accumulation impairs A&#x03B2; protein homeostasis in nematodes. Thus, maintaining normal autophagy levels appears to be important in repairing the protein homeostasis imbalance caused by A&#x03B2; expression.</p>
</abstract>
<kwd-group>
<kwd><italic>Caenorhabditis elegans</italic></kwd>
<kwd>autophagy</kwd>
<kwd>RNA-sequencing</kwd>
<kwd>quantitative proteomics</kwd>
<kwd>Alzheimer&#x2019;s disease</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor><contract-sponsor id="cn002">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor><contract-sponsor id="cn003">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor><contract-sponsor id="cn004">Science and Technology Commission of Shanghai Municipality<named-content content-type="fundref-id">10.13039/501100003399</named-content></contract-sponsor>
<counts>
<fig-count count="5"/>
<table-count count="4"/>
<equation-count count="1"/>
<ref-count count="45"/>
<page-count count="13"/>
<word-count count="7921"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Alzheimer&#x2019;s disease (AD) is a devastating neurodegenerative disorder with no known cure (<xref ref-type="bibr" rid="B29">Savelieff et al., 2019</xref>). Multiple factors, such as amyloid-beta (A&#x03B2;) peptide aggregation (<xref ref-type="bibr" rid="B30">Selkoe and Hardy, 2016</xref>), tau-protein hyperphosphorylation (<xref ref-type="bibr" rid="B23">Mangialasche et al., 2010</xref>), inflammatory processes (<xref ref-type="bibr" rid="B24">Martin et al., 2017</xref>), and oxidative stress (<xref ref-type="bibr" rid="B12">Huang and Mucke, 2012</xref>), are considered to be causative of AD. Additionally, growing evidence suggests that autophagy deficits promote the progression of AD (<xref ref-type="bibr" rid="B21">Li et al., 2017</xref>). The extensive accumulation of immature autophagosomal vesicles has been observed in the AD brain, suggesting that autophagic proteolysis may be seriously compromised in this disease (<xref ref-type="bibr" rid="B8">Florez-McClure et al., 2007</xref>). The phenomenon of autophagosome accumulation is also noted in the A&#x03B2; transgenic <italic>Caenorhabditis elegans</italic> strain CL4176 (<xref ref-type="bibr" rid="B8">Florez-McClure et al., 2007</xref>).</p>
<p>Transgenic <italic>C. elegans</italic> expressing human A&#x03B2; have been used as AD model systems because of their short lifespan, well-characterized genome, and considerable homology with human genomes (<xref ref-type="bibr" rid="B32">Sorrentino et al., 2017</xref>). Various AD nematode models have been developed to investigate the molecular mechanism of A&#x03B2; toxicity and to screen therapeutic agents. These include GMC101, which expresses full-length A&#x03B2;<sub>1&#x2013;42</sub> in the body wall muscle (<xref ref-type="bibr" rid="B32">Sorrentino et al., 2017</xref>); CL4176, which is an effective model for screening AD drugs with potential therapeutic effects (<xref ref-type="bibr" rid="B5">Drake et al., 2003</xref>); and CL2355, which expresses A&#x03B2; in the neurons, and is used to observe A&#x03B2;-induced neuronal changes (<xref ref-type="bibr" rid="B36">Wu et al., 2006</xref>).</p>
<p>Based on the extremely complex pathogenesis of AD, the work of finding new therapeutic targets from pathology has become particularly important. We hope to explore the relationship between autophagy regulation and A&#x03B2; toxicity through transgenic nematode models. In the present study, we found that autophagy dysfunction caused an imbalance in protein homeostasis in A&#x03B2; transgenic strain GMC101. The intracellular expression of A&#x03B2; caused autophagosome accumulation, enhanced lysosomal activity, activated the rapamycin signaling pathway. Moreover, autophagy dysfunction resulted in oxidative stress and increased the accumulation of A&#x03B2;. While inhibiting the formation of autophagosomes delayed paralysis and had a neuroprotective effect. These results suggest the need to focus on the differential changes of autophagy during early stages of AD, and to maintain a stable autophagy flux while formulating AD treatment plans.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Strains and Maintenance Conditions</title>
<p><italic>Caenorhabditis elegans</italic> strains CL4176 [(pAF29) myo-3p:A&#x03B2;1&#x2013;42 + (pRF4) rol-6 (su1006)]; CL2355 [pCL45 (snb-1:Abeta 1-42:3&#x2032;-UTR (long) + mtl-2:GFP]; GMC101 [unc-54p:A-beta-1-42:unc-54 3&#x2032;-UTR + mtl-2p:GFP]; and CL2122 [(pPD30.38) unc-54 (vector) + (pCL26) mtl-2:GFP] were obtained from the Caenorhabditis Genetics Center (CGC; Minneapolis, MN, United States). If there is no special instructions, all strains are stored at 20&#x00B0;C. The worms were cultured on solid nematode growth medium (NGM) (<xref ref-type="bibr" rid="B4">Chen et al., 2020</xref>) plates containing a lawn of <italic>Escherichia Coli</italic> (<italic>E. coli</italic>) OP50.</p>
<p>The strains were routinely cultured and maintained at 16&#x00B0;C (for CL4176 and CL2355) on nematode growth medium (NGM) seeded with <italic>Escherichia coli</italic> OP50. From larval stage 1 (L1) or the young adult stage, they were fed with small molecule drugs 3-methyladenine (3-MA) (S2767, Selleck, China) or chloroquine (CQ) (S6999, Selleck, China) to interfere with autophagy flux. 3-MA is a selective phosphoinositide 3-kinase (PI3K) inhibitor that blocks autophagy through its action on phosphoinositide 3-phosphate kinase, and PI3K activity is necessary for the nucleation and assembly of membrane pools in the early stages of autophagosome formation (<xref ref-type="bibr" rid="B42">Zeng and Zhou, 2008</xref>). And 3-MA could provide neuroprotective effects in cerebral ischemia injury models. Chloroquine is a lysosomotropic weak base, which in the monoprotonated form diffuses into the lysosome, where it becomes diprotonated and becomes trapped. Protonated chloroquine then changes the lysosomal pH, thereby inhibiting autophagic degradation in the lysosomes. It is generally believed that CQ could deacidify lysosomes and inhibit autophagy (<xref ref-type="bibr" rid="B25">Palmisano et al., 2017</xref>).</p>
</sec>
<sec id="S2.SS2">
<title>Construction of Transgenic Strains</title>
<p>Plasmid <italic>lgg-1</italic>p:mCherry:GFP:<italic>lgg-1</italic> (pMH878) was a gift from Professor Malene Hansen (<xref ref-type="bibr" rid="B3">Chang et al., 2017</xref>). Transgenic GMC101 or CL2122 strains expressing an extrachromosomal array were created by the gonadal microinjection of pMH878 (100 &#x03BC;g/ml) (<xref ref-type="bibr" rid="B3">Chang et al., 2017</xref>), which was subsequently integrated by &#x03B3;-irradiation followed by outcrossing four times to GMC101 or CL2122 strains (<xref ref-type="bibr" rid="B3">Chang et al., 2017</xref>).</p>
</sec>
<sec id="S2.SS3">
<title>RNA Sequencing (RNA-Seq)</title>
<p>GMC101 and CL2122 strains were synchronized (<xref ref-type="bibr" rid="B7">Fabian and Johnson, 1994</xref>), and their eggs allowed to hatch and develop to the young adult stage on NGM plates at 20&#x00B0;C. Then, the temperature was increased to 25&#x00B0;C to induce A&#x03B2; expression for 8 or 24 h. Gene expression in GMC101 and CL2122 strains was assessed by Novo Gene Corporation (Beijing, China). Sequencing libraries were generated using NEBNext<sup>&#x00AE;</sup> Ultra&#x2122; RNA Library Prep Kit for Illumina<sup>&#x00AE;</sup> (NEB, United States) following manufacturer&#x2019;s recommendations and index codes were added to attribute sequences to each sample. In order to select cDNA fragments of preferentially 250&#x223C;300 bp in length, the library fragments were purified with AMPure XP system (Beckman Coulter, Beverly, United States). Then 3 &#x03BC;l USER Enzyme (NEB, United States) was used with size-selected, adaptor-ligated cDNA at 37&#x00B0;C for 15 min followed by 5 min at 95&#x00B0;C before PCR. Then PCR was performed with Phusion High-Fidelity DNA polymerase, Universal PCR primers and Index (X) Primer. At last, PCR products were purified (AMPure XP system) and library quality was assessed on the Agilent Bioanalyzer 2100 system. The clustering of the index-coded samples was performed on a cBot Cluster Generation System using TruSeq PE Cluster Kit v3-cBot-HS (Illumina) according to the manufacturer&#x2019;s instructions. After cluster generation, the library preparations were sequenced on an Illumina NovaSeq platform and 150 bp paired-end reads were generated. Up- or down-regulated genes were identified by filtering RNA-seq data with the following cut-off: a twofold change in expression level and a false discovery rate analog of <italic>p</italic> &#x003C; 0.05. KEGG pathway enrichment was applied using &#x201C;clusterProfiler&#x201D; with criteria <italic>p</italic> &#x003C; 0.05 (<xref ref-type="bibr" rid="B40">Yu et al., 2012</xref>). All raw data and detailed experimental methods have been uploaded to GEO database, GEO number: GSE198684. Information on differential genes is in <xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>.</p>
</sec>
<sec id="S2.SS4">
<title>Quantitative Proteomics</title>
<p>GMC101 and CL2122 strains were synchronized, and their eggs allowed to hatch and develop to the young adult stage on NGM plates at 20&#x00B0;C. Then, the temperature was increased to 25&#x00B0;C to induce A&#x03B2; expression for 24 h. The label-free detection of protein expression in GMC101 and CL2122 strains was assessed by Novo Gene Corporation. A brief description is as follows: Peptides were separated in a home-made analytical column (15 cm &#x00D7; 150 &#x03BC;m, 1.9 &#x03BC;m), using a linear gradient elution. The separated peptides were analyzed by Q Exactive&#x2122; HF-X mass spectrometer (Thermo Fisher), with ion source of Nanospray Flex&#x2122;(ESI), spray voltage of 2.1 kV and ion transport capillary temperature of 320&#x00B0;C. Full scan range from m/z 350 to 1,500 with resolution of 60,000 (at m/z 200), an automatic gain control (AGC) target value was 3 &#x00D7; 106 and a maximum ion injection time was 20 ms. The all resulting spectra were searched against database by the search engines: Proteome Discoverer 2.2 (PD 2.2, Thermo). Up- or down-regulated proteins were identified by filtering the data with the following cut-off: a twofold change in expression level and a false discovery rate analog of <italic>p</italic> &#x003C; 0.05. Information on differential proteins is in <xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>.</p>
</sec>
<sec id="S2.SS5">
<title>Quantification of Autophagic Vesicles</title>
<p><italic>Caenorhabditis elegans</italic> were mounted live on a 2% agarose pad in M9 medium containing 0.1% NaN<sub>3</sub>, and imaged using the Echo Revolve microscope at 40 &#x00D7;. We selected the area above the pharynx of nematodes for statistics. The count method of mCherry:GFP:<italic>lgg-1</italic>-positive punctae was derived from the reported literature (<xref ref-type="bibr" rid="B16">Keith et al., 2016</xref>). Data were analyzed using one-way analysis of variance (ANOVA) or two-way ANOVA as applicable.</p>
</sec>
<sec id="S2.SS6">
<title>Paralysis Assay</title>
<p>A&#x03B2; transgenic CL4176 nematodes were maintained on NGM at 16&#x00B0;C and synchronized (<xref ref-type="bibr" rid="B44">Zhang et al., 2016</xref>). They were treated with or without drugs at stage L1 for 36 h, then transferred to 23&#x00B0;C for transgene induction. This temperature shift stimulated A&#x03B2; expression, causing A&#x03B2; aggregation and leading to paralysis. Scoring was begun 27 h after the temperature shift, and the nematodes were considered to be paralyzed if they failed to move their bodies when touched and produced a &#x201C;halo&#x201D; of cleared bacterial lawn because they only moved their heads while feeding. We used PT<sub>50</sub> as an index (the time interval from the onset of paralysis at which 50% of the nematodes were paralyzed). For example, a PT<sub>50</sub> of 4.1 h for the control was obtained by subtracting the onset time of paralysis, 29 h, from the time when 50% of the nematodes were paralyzed (33.1 h). The assay was performed at least three times. And each individual group contained more than 30 nematodes. Statistical analysis was conducted with GraphPad Prism 6.0 software, and <italic>p</italic> values were calculated using the log-rank test.</p>
</sec>
<sec id="S2.SS7">
<title>LysoTracker Red Staining</title>
<p>The acidophilic dye LysoTracker Red (C1046; Beyotime Biotechnology, Shanghai, China) (<xref ref-type="bibr" rid="B13">Imanikia et al., 2019</xref>) was used at a final concentration of 15 &#x03BC;M. Synchronized GMC101 or CL2122 strains maintained at 20&#x00B0;C were treated with LysoTracker at stage L1 until the young adult stage, then transferred to 25&#x00B0;C for transgene induction. After 24 h, nematodes were washed twice in fresh M9 (without LysoTracker) and imaged using a Revolve microscope (<xref ref-type="bibr" rid="B13">Imanikia et al., 2019</xref>).</p>
</sec>
<sec id="S2.SS8">
<title>Gene Expression Analysis by Quantitative PCR</title>
<p>Total RNA was extracted using Trizol A + (Tiangen, Beijing, China) and reverse-transcribed into cDNA. Expressed genes were amplified in triplicate and quantified by PCR using a SYBR Green PCR Mix (B21702, Bimake, China) with the Roche LightCycler system. Data was analyzed using the 2<sup>&#x2013;&#x0394;&#x0394;CT</sup> method. The primer sequences used for quantitative PCR (qPCR) are provided in <xref ref-type="supplementary-material" rid="DS1">Supplementary Material 1</xref>.</p>
</sec>
<sec id="S2.SS9">
<title>RNA Interference</title>
<p>RNA interference (RNAi) experiments were based on a reported protocol (<xref ref-type="bibr" rid="B20">Li et al., 2018</xref>). In brief, RNA was delivered to nematodes by feeding, so gravid CL4176 adults were bleached, and eggs were placed on NGM dishes containing 1 mM isopropyl &#x03B2;-D-1-thiogalactopyranoside (IPTG). An HT-115 (DE3) bacterial colony containing L4440 or the target gene plasmid was inoculated in LB broth containing 100 &#x03BC;g/mL ampicillin and 12.5 &#x03BC;g/mL tetracyclines, and grown for 8 h in a 37&#x00B0;C shaker. The bacteria were plated on the NGM dish containing IPTG 1 h prior to the addition of nematodes. The synchronized CL4176 strain was grown on RNAi NGM plates from eggs to adults for two generations. Synchronized L1 worms were treated with or without 3-MA or CQ for the paralysis assay as described above (<xref ref-type="bibr" rid="B44">Zhang et al., 2016</xref>).</p>
</sec>
<sec id="S2.SS10">
<title>Measurement of Reactive Oxygen Species</title>
<p>Endogenous reactive oxygen species (ROS) levels were measured using 2&#x2032;,7&#x2032;-dichlorofluorescein diacetate (H2DCF&#x2013;DA), which reacts with endogenous ROS to generate a fluorescent product (<xref ref-type="bibr" rid="B38">Yang et al., 2018</xref>). Nematodes were treated as in the paralysis assay, and ROS was measured at the point of paralysis. They were then incubated with 50 &#x03BC;M H2DCF&#x2013;DA for 30 min at 37&#x00B0;C, and the fluorescence intensity was measured at excitation and emission wavelengths of 485 and 535 nm, respectively. The assay was performed in triplicate.</p>
</sec>
<sec id="S2.SS11">
<title>Western Blotting</title>
<p>The GMC101 strain was synchronized, and eggs were allowed to hatch and develop to the L4 stage on NGM plates with or without 3-MA or CQ at 20&#x00B0;C. Then, the temperature was increased to 25&#x00B0;C and maintained for 24 h. Nematodes were collected from the plates with M9 buffer and washed twice to eliminate bacteria. Samples were heated at 100&#x00B0;C in sample loading buffer for 10 min and centrifuged at 10,000 g for 10 min (<xref ref-type="bibr" rid="B27">Sangha et al., 2015</xref>). Collected supernatant was boiled with loading buffer at 100&#x00B0;C for 5 min before being loaded into the gel. A 10&#x2013;180 kDa protein marker (PR1910, Solarbio, China) was used as an indicator of molecular weight (<xref ref-type="bibr" rid="B45">Zhu et al., 2019</xref>). Samples were run at 40 V for 40 min on a stacking gel, and at 80 V for 120 min on a separating gel. The gel was then transferred to a polyvinylidene fluoride membrane using 20% methanol transfer buffer at 100 V for 1 h. Blots were blocked in Tris-buffered saline with Tween 20 + 5% skimmed milk for 1 h. The A&#x03B2; protein levels were detected with 6E10 monoclonal antibody (dilution 1:500; 803014, BioLegend), with an anti-&#x03B2;-actin antibody (dilution 1:2,000; 60008, Proteintech) as a control. mCherry -GFP-LGG-1 was detected with a primary antibody against LGG-1 (dilution 1:1,000; Cell Signaling Technology). The horseradish peroxidase-conjugated goat anti-mouse antibody (1:2,000, Cell Signaling Technology) was used as the secondary antibody. Incubate the primary antibody overnight, and incubate the secondary antibody for 2 h at room temperature. Images were captured using a Chemiscope 3400 mini western blot imaging system (Amersham Imager 600, GE, United States). Mean densities of the A&#x03B2; bands were analyzed using Image J software.</p>
</sec>
<sec id="S2.SS12">
<title>Chemotaxis Assays</title>
<p>The chemotaxis response in <italic>C. elegans</italic> is mediated by the activation of several sensory neurons and interneurons to stimulate motor neurons. Chemotaxis assays were performed as described previously (<xref ref-type="bibr" rid="B36">Wu et al., 2006</xref>). Synchronized transgenic <italic>C. elegans</italic> CL2355 and its control strain CL2122 were treated with or without 3-MA or CQ starting from L1 stage. They were cultured at 16&#x00B0;C for 36 h, then at 23&#x00B0;C for another 36 h, then collected and assayed in 100 mm plates. A total of 1 &#x03BC;l 0.25 M sodium azide and 1 &#x03BC;l odorant (0.5 M sodium acetate in 100% ethanol) were added to the &#x201C;attractant&#x201D; spot. On the opposite side of the attractant spot, 1 &#x03BC;l control odorant (100% ethanol) and 1 &#x03BC;l sodium azide were added. Immediately afterward, 2 &#x03BC;l nematodes (n = approximately 60) were pipetted into the center of the plate, incubated at 23&#x00B0;C for 1 h, and the number of nematodes in each quadrant was scored. The chemotaxis index (CI) is a measure of the fraction of worms that move to the location of the attractant, and was calculated as follows:</p>
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</sec>
<sec id="S2.SS13">
<title>5-Hydroxytryptamine Sensitivity Assay</title>
<p>CL2355 worms were egg-synchronized and placed onto fresh NGM plates seeded with OP50, treated with or without 3-MA or CQ at 16&#x00B0;C for 36 h, then transferred to 23&#x00B0;C for 36 h. They were collected with M9 buffer, and the number of paralyzed worms after exposure to 5 mg/mL 5-hydroxytryptamine (5-HT) in a 96-well plate for 24 h was counted (<xref ref-type="bibr" rid="B36">Wu et al., 2006</xref>). The assay was performed at least three times.</p>
</sec>
<sec id="S2.SS14">
<title>Statistical Analysis</title>
<p>GraphPad Prism 6.0 software was used for statistical analyses. For paralysis assays, <italic>p</italic>-values were calculated using the log-rank test. The Student&#x2019;s <italic>t</italic>-test was used to compare two groups. One-way ANOVA with Duncan&#x2019;s test was performed to compare multiple groups. <italic>p</italic> &#x003C; 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Human A&#x03B2; Expression Results in Autophagosome Accumulation in <italic>Caenorhabditis elegans</italic> Muscle</title>
<p>The accumulation of autophagic vacuoles at various stages of maturation has been reported in the CL4176 strain (<xref ref-type="bibr" rid="B8">Florez-McClure et al., 2007</xref>). In order to further confirm the phenomenon is widespread in transgenic A&#x03B2; strain, we constructed a dual-fluorescent mCherry:GFP:LGG-1 protein system using the GMC101(A&#x03B2;<sub>1&#x2013;42</sub>) strain and CL2122(control) strain to monitor autophagosomes by microinjection (<xref ref-type="bibr" rid="B3">Chang et al., 2017</xref>). With this reporter, autophagosomes are visualized as both GFP- and mCherry-positive punctae. By counting the number of GFP-LGG-1 positive punctae, we observed clear autophagosome accumulation in the GMC101 strain compared with the CL2122 strain (<xref ref-type="fig" rid="F1">Figures 1A,B</xref>). To further confirm this, we used western blotting to measure the expression of lgg-1-II, which binds to autophagosomes (<xref ref-type="bibr" rid="B33">Springhorn and Hoppe, 2019</xref>). The protein level was significantly increased in the GMC101 strain compared with the CL2122 strain (<xref ref-type="fig" rid="F1">Figures 1C,D</xref>), which was supportive of autophagosome accumulation in the A&#x03B2; transgenic strain.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Autophagosome accumulation in GMC101 and CL2122 strains. <bold>(A)</bold> Punctae formation as shown by fluorescence microscopy. <bold>(B)</bold> Scoring of punctae showing a significant increase in the GMC101 strain (<italic>n</italic> = 15 for CL2122 and <italic>n</italic> = 18 for GMC101, &#x002A;<italic>p</italic> &#x003C; 0.05 by the Student&#x2019;s <italic>t</italic>-test). <bold>(C)</bold> Representative western blot of mCherry::GFP::lgg-1 in CL2122 and GMC101 strains. <bold>(D)</bold> Quantified western blot gel intensities, as determined by ImageJ software (<italic>n</italic> = 3, &#x002A;<italic>p</italic> &#x003C; 0.05 by the Student&#x2019;s <italic>t</italic>-test).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-14-885145-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS2">
<title>Autophagosome Accumulation in GMC101 Is Not Due to Down-Regulated Lysosomal Acidity but Due to Reactive Oxygen Species-Mediated Abnormal Autophagosome Fusion</title>
<p>Decreased lysosomal acidity caused by aging has been identified as causative of abnormal autophagic flux in the brain of AD patients (<xref ref-type="bibr" rid="B41">Zare-Shahabadi et al., 2015</xref>). We speculated that autophagosome accumulation in the GMC101 strain is also associated with decreased lysosome acidity. To investigate this, we first measured mRNA expression levels of V-ATPase and cathepsin genes, which maintain lysosomal acidity (<xref ref-type="bibr" rid="B6">Ernstrom et al., 2012</xref>) and degrade A&#x03B2; (<xref ref-type="bibr" rid="B11">Hook et al., 2020</xref>), respectively. However, contrary to our expectations, the transcription of V-ATPase and cathepsin genes was significantly increased 24 h A&#x03B2; post-induction (<xref ref-type="fig" rid="F2">Figure 2A</xref> and <xref ref-type="table" rid="T1">Table 1</xref>). To better observe A&#x03B2;-induced changes in lysosomal acidity, we carried out LysoTracker Red staining, and detected significantly increased levels of staining in the GMC101 strain compared with the CL2122 strain (<xref ref-type="fig" rid="F2">Figures 2B,C</xref>). These results indicate that lysosomal acidity is enhanced in the GMC101 strain, suggesting its autophagosome accumulation is not caused by decreased lysosome acidity. In fact, A&#x03B2; induction appears to not only enhance the expression of lysosome-related genes but also to increase lysosomal acidity.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>A&#x03B2; enhanced lysosomal acidity in GMC101 compared with CL2122 strains. <bold>(A)</bold> V-ATPase and cathepsin mRNA expression. <bold>(B)</bold> Representative fluorescence images of CL2122 and GMC101 strains stained with LysoTracker Red after A&#x03B2; induction for 24 h. <bold>(C)</bold> Quantified CL2122 and GMC101 fluorescence intensities (<italic>n</italic> = 10 for CL2122 and <italic>n</italic> = 11 for GMC101, repeated three times. &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001 by the Student&#x2019;s <italic>t</italic>-test). <bold>(D)</bold> Levels of ROS in transgenic <italic>C. elegans</italic>. <bold>(E)</bold> Autophagosome and lysosome fusion gene mRNA expression following A&#x03B2; induction for 24 h. Each group contained about 60 worms (<italic>n</italic> = 3, &#x002A;<italic>p</italic> &#x003C; 0.05; &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001 by the Student&#x2019;s <italic>t</italic>-test; &#x002A;&#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.0001).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-14-885145-g002.tif"/>
</fig>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Differential gene expression verified by qRCR.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Gene ID</td>
<td valign="top" align="center">Fold Change (RNA-seq)</td>
<td valign="top" align="center">Fold Change (qPCR) &#x00B1; SEM</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">vha-5</td>
<td valign="top" align="center">3.5933</td>
<td valign="top" align="center">3.210 &#x00B1; 0.0981</td>
</tr>
<tr>
<td valign="top" align="left">vha-6</td>
<td valign="top" align="center">2.0691</td>
<td valign="top" align="center">2.507 &#x00B1; 0.1317</td>
</tr>
<tr>
<td valign="top" align="left">cpr-5</td>
<td valign="top" align="center">2.4064</td>
<td valign="top" align="center">2.217 &#x00B1; 0.1172</td>
</tr>
<tr>
<td valign="top" align="left">cpr-8</td>
<td valign="top" align="center">2.3219</td>
<td valign="top" align="center">2.333 &#x00B1; 0.1241</td>
</tr>
<tr>
<td valign="top" align="left">atg-16.2</td>
<td valign="top" align="center">0.3769</td>
<td valign="top" align="center">0.776 &#x00B1; 0.0058</td>
</tr>
<tr>
<td valign="top" align="left">epg-8</td>
<td valign="top" align="center">0.4476</td>
<td valign="top" align="center">0.672 &#x00B1; 0.0203</td>
</tr>
<tr>
<td valign="top" align="left">lgg-1</td>
<td valign="top" align="center">0.4691</td>
<td valign="top" align="center">0.663 &#x00B1; 0.0412</td>
</tr>
<tr>
<td valign="top" align="left">atg-4.2</td>
<td valign="top" align="center">0.3542</td>
<td valign="top" align="center">0.879 &#x00B1; 0.0057</td>
</tr>
<tr>
<td valign="top" align="left">atg-18</td>
<td valign="top" align="center">0.4426</td>
<td valign="top" align="center">0.732 &#x00B1; 0.0225</td>
</tr>
<tr>
<td valign="top" align="left">hsp-16.2</td>
<td valign="top" align="center">33.1284</td>
<td valign="top" align="center">8.002 &#x00B1; 1.710</td>
</tr>
<tr>
<td valign="top" align="left">hsp-70</td>
<td valign="top" align="center">15.6707</td>
<td valign="top" align="center">8.716 &#x00B1; 0.755</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn><p><italic>The experimental method and the number of repetitions have been stated in the method. The primer sequence is in <xref ref-type="supplementary-material" rid="DS1">Supplementary Material 1</xref>.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<p>It was reported that A&#x03B2; induction could increase ROS levels in the transgenic APP mouse model (3&#x00D7;Tg-AD) (<xref ref-type="bibr" rid="B10">Ghosh et al., 2012</xref>), while ROS was shown to cause autophagosome accumulation (<xref ref-type="bibr" rid="B34">Wang et al., 2019</xref>). We evaluated the nematode redox status by measuring intracellular ROS levels with H<sub>2</sub>DCF-DA (<xref ref-type="fig" rid="F2">Figure 2D</xref>). The transcription levels of autophagosome&#x2013;lysosomal fusion genes were also measured (<xref ref-type="fig" rid="F2">Figure 2E</xref>). Following A&#x03B2; induction, ROS levels increased while fusion-related gene transcription was down-regulated. This suggests that ROS prevented the fusion of autophagosomes and lysosomes.</p>
</sec>
<sec id="S3.SS3">
<title>Reducing Autophagosome Accumulation Delays A&#x03B2;-Induced Paralysis and Suppresses Neuronal A&#x03B2; Expression-Induced Defects in Chemotaxis Behavior and 5-Hydroxytryptamine Sensitivity</title>
<p>Because abnormally high ROS levels caused autophagosome accumulation (<xref ref-type="bibr" rid="B34">Wang et al., 2019</xref>), and abnormal organelles destroyed protein homeostasis, we next explored the effect of autophagosome accumulation on protein homeostasis. First, we used the fluorescent nematode mentioned in the above article to evaluate the effect of 3-MA and CQ on the number of GFP-LGG-1 positive punctae. Both fluorescence analysis (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>) and western blotting (<xref ref-type="fig" rid="F3">Figures 3C,D</xref>) showed that 3-MA significantly reduced, while CQ aggravated, autophagosome accumulation.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Reducing autophagosome accumulation delays A&#x03B2;-induced paralysis in the CL4176 strain and suppresses neuronal A&#x03B2; expression-induced defects in chemotaxis behavior and 5-HT sensitivity. <bold>(A)</bold> Punctae formation in the GMC101 strain as shown by fluorescence microscopy. <bold>(B)</bold> Scoring of punctae (<italic>n</italic> = 13 per group, &#x002A;<italic>p</italic> &#x003C; 0.05; &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001 by the Student&#x2019;s <italic>t</italic>-test). <bold>(C)</bold> Representative western blot of mCherry::GFP::lgg-1. <bold>(D)</bold> Quantified western blot gel intensities, as determined by ImageJ software (<italic>n</italic> = 3, &#x002A;<italic>p</italic> &#x003C; 0.05; &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001 by the Student&#x2019;s <italic>t</italic>-test). <bold>(E)</bold> 3-MA delayed A&#x03B2;-induced paralysis and CQ accelerated A&#x03B2;-induced paralysis in the CL4176 strain (<italic>n</italic> = 3, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01; &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001 by the log-rank test). <bold>(F)</bold> 3-MA significantly improved chemotaxis while CQ significantly impaired chemotaxis. <bold>(G)</bold> Serotonin hypersensitivity was restored to normal levels by 3-MA. CQ worsened serotonin hypersensitivity. Each group contained about 60 worms (<italic>n</italic> = 3, &#x002A;<italic>p</italic> &#x003C; 0.05; &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01). <bold>(H)</bold> A&#x03B2; mRNA expression in treated and untreated nematodes. <bold>(I)</bold> Representative western blot of A&#x03B2; species in transgenic nematodes. <bold>(J)</bold> Quantified western blot gel intensities, as determined by ImageJ software (<italic>n</italic> = 3, &#x002A;<italic>p</italic> &#x003C; 0.05; &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01 by the Student&#x2019;s <italic>t</italic>-test).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-14-885145-g003.tif"/>
</fig>
<p>Then we used the CL4176 model to evaluate the effect of autophagy intervention on protein homeostasis. Our results showed that 10 &#x03BC;M 3-MA caused a delay in A&#x03B2;-induced paralysis, and that the PT<sub>50</sub> value was increased by 30.54% compared with the control (<xref ref-type="fig" rid="F3">Figure 3E</xref> and <xref ref-type="table" rid="T2">Table 2</xref>). This suggests that inhibiting the formation and reducing the accumulation of autophagosomes has a protective effect against AD in nematodes. Conversely, 30 mM CQ significantly accelerated A&#x03B2;-induced paralysis and decreased the PT<sub>50</sub> value by 37.84% (<xref ref-type="fig" rid="F3">Figure 3E</xref> and <xref ref-type="table" rid="T2">Table 2</xref>), showing the clear impact of lysosome deacidification on protein homeostasis. These results are consistent with the observed decrease in lysosomal activity mediated by aging responsible for autophagy dysfunction (<xref ref-type="bibr" rid="B22">Lipinski et al., 2010</xref>), which promotes the progression of AD.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Paralysis assay in CL4176 strain nematodes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">PT<sub>50</sub></td>
<td valign="top" align="center"><italic>P</italic>-value</td>
<td valign="top" align="center">Extension percentage (%)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Control</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3.70 &#x00B1; 0.10</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">10 &#x03BC;M 3-MA</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">4.83 &#x00B1; 0.20</td>
<td valign="top" align="center">0.007<xref ref-type="table-fn" rid="t2fn1">&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">30.54</td>
</tr>
<tr>
<td valign="top" align="left">30 mM CQ</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">2.30 &#x00B1; 0.06</td>
<td valign="top" align="center">0.0003<xref ref-type="table-fn" rid="t2fn1">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;37.84</td>
</tr>
<tr>
<td valign="top" align="left">l4440</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">2.46 &#x00B1; 0.14</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">epg-8 RNAi</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3.10 &#x00B1; 0.05</td>
<td valign="top" align="center">0.0155<xref ref-type="table-fn" rid="t2fn1">&#x002A;</xref></td>
<td valign="top" align="center">26.01</td>
</tr>
<tr>
<td valign="top" align="left">epg-8 RNAi CQ</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">2.06 &#x00B1; 0.26</td>
<td valign="top" align="center">ns</td>
<td valign="top" align="center">&#x2212;16.26</td>
</tr>
<tr>
<td valign="top" align="left">l4440</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">4.66 &#x00B1; 0.15</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">hsp-16.2 RNAi</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3.97 &#x00B1; 0.18</td>
<td valign="top" align="center">0.0375<xref ref-type="table-fn" rid="t2fn1">&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;14.99</td>
</tr>
<tr>
<td valign="top" align="left">hsp-16.2 RNAi 3-MA</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3.36 &#x00B1; 0.40</td>
<td valign="top" align="center">0.0392<xref ref-type="table-fn" rid="t2fn1">&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;27.80</td>
</tr>
<tr>
<td valign="top" align="left">l4440</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">4.16 &#x00B1; 0.03</td>
<td/>
<td/>
</tr>
<tr>
<td valign="top" align="left">hsp-70 RNAi</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">3.56 &#x00B1; 0.33</td>
<td valign="top" align="center">0.0002<xref ref-type="table-fn" rid="t2fn1">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;14.00</td>
</tr>
<tr>
<td valign="top" align="left">hsp-70 RNAi 3-MA</td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">2.86 &#x00B1; 0.12</td>
<td valign="top" align="center">0.0005<xref ref-type="table-fn" rid="t2fn1">&#x002A;&#x002A;&#x002A;</xref></td>
<td valign="top" align="center">&#x2212;31.19</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t2fn1"><p><italic>The experimental method and the number of repetitions have been stated in the method. &#x002A;p &#x003C; 0.05; &#x002A;&#x002A;p &#x003C; 0.01; &#x002A;&#x002A;&#x002A;p &#x003C; 0.001.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<p>Because limiting autophagosome accumulation delayed paralysis in the CL4176 strain, we next explored whether reducing autophagy accumulation had neuroprotective effects by characterizing the neuronal controlled behaviors of chemotaxis and 5-HT sensitivity in the CL2355 strain, in which A&#x03B2; is expressed in neuronal cells (<xref ref-type="bibr" rid="B36">Wu et al., 2006</xref>). The CI is a measure of the fraction of worms that are able to arrive at the location of the attractants. 5-HT is a key neurotransmitter that modulates several behaviors of <italic>C. elegans</italic>. When exogenous 5-HT is applied to the nematodes, they become paralyzed as a result of the sensitivity to excessive 5-HT (<xref ref-type="bibr" rid="B36">Wu et al., 2006</xref>).</p>
<p><xref ref-type="fig" rid="F3">Figure 3F</xref> shows that 10 &#x03BC;M 3-MA significantly improved the CI compared with the untreated control (CI<sub>control</sub>, 0.2733 &#x00B1; 0.0088 vs. CI<sub>3&#x2013;MA</sub>, 0.3300 &#x00B1; 0.0057, <italic>n</italic> = 3, <italic>&#x002A;&#x002A;p</italic> &#x003C; 0.01), suggesting that 3-MA has a significant neuroprotective effect in nematodes. We also found that 30 mM CQ significantly reduced the CI compared with the control (CI<sub>control</sub>, 0.2733 &#x00B1; 0.0088 vs. CI<sub>CQ</sub>, 0.2333 &#x00B1; 0.0088, <italic>n</italic> = 3, <italic>&#x002A;p</italic> &#x003C; 0.05).</p>
<p>Using the ability of nematodes to take up exogenous 5-HT, we next evaluated the effects of 3-MA and CQ on the nematode nervous system. <xref ref-type="fig" rid="F3">Figure 3G</xref> shows a percentage paralysis of 3-MA-treated worms of 27.00 &#x00B1; 1.98% and CQ-treated worms of 53.23 &#x00B1; 1.19%, compared with the control of 45.10 &#x00B1; 1.75%. Therefore, 10 &#x03BC;M 3-MA ameliorated the phenotypic defect in the CL2355 strain, while it was made worse by 30 mM CQ. Thus, the inhibition of autophagosome formation by 3-MA exerted a significant neuroprotective effect in the nematode model of A&#x03B2;-induced neurotoxicity, while abnormal autophagosome degradation exacerbated A&#x03B2;-induced neurotoxicity.</p>
<p>To further evaluate protein homeostasis in nematodes, we measured the level of A&#x03B2; mRNA by qPCR, but found no significant difference between 3-MA-treated and CQ-treated nematodes (<xref ref-type="fig" rid="F3">Figure 3H</xref>). However, western blotting of A&#x03B2; protein levels (<xref ref-type="bibr" rid="B27">Sangha et al., 2015</xref>) showed that 30 mM CQ significantly increased the expression of A&#x03B2; monomers (fold-change: 1.387 &#x00B1; 0.062, <italic>n</italic> = 3, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01) and oligomers (fold-change: 1.443 &#x00B1; 0.153, <italic>n</italic> = 3, &#x002A;<italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F3">Figure 3I</xref>). Moreover, 10 &#x03BC;M 3-MA significantly reduced the expression of A&#x03B2; monomers (fold-change: 0.863 &#x00B1; 0.031, <italic>n</italic> = 3, &#x002A;<italic>p</italic> &#x003C; 0.05) and oligomers (fold-change: 0.833 &#x00B1; 0.057, <italic>n</italic> = 3, &#x002A;<italic>p</italic> &#x003C; 0.05) (<xref ref-type="fig" rid="F3">Figure 3J</xref>). This phenomenon may be associated with the alleviation of autophagosome accumulation, and requires further exploration.</p>
</sec>
<sec id="S3.SS4">
<title>Autophagosome Reduction by the PI3K Complex Delays A&#x03B2;-Induced Paralysis in CL4176 Nematodes and Has a Neuroprotective Effect</title>
<p>Because the PI3K inhibitor 3-MA delayed paralysis, we next determined whether suppressing PI3K gene transcription would have the same effect. We used RNAi to decrease the expression of PI3K complex-related genes (<xref ref-type="fig" rid="F4">Figures 4A&#x2013;C</xref>) <italic>bec-1</italic>, <italic>vps-34</italic>, and <italic>epg-8</italic> (<xref ref-type="bibr" rid="B43">Zhang and Baehrecke, 2015</xref>). <xref ref-type="fig" rid="F4">Figure 4C</xref> shows that <italic>epg-8</italic> RNAi delayed A&#x03B2;-induced paralysis, and increased the PT<sub>50</sub> value by 26.01% compared with the control (<xref ref-type="table" rid="T2">Table 2</xref>). While <italic>bec-1</italic> or <italic>vps-34</italic> RNAi did not prolong paralysis. Then we performed RNAi on the fluorescent model. Autophagosome accumulation was significantly reduced (<xref ref-type="fig" rid="F4">Figures 4E&#x2013;H</xref>) when we reduced the expression of <italic>epg-8</italic> by RNAi, indicating that reducing autophagosome accumulation alleviates A&#x03B2;-induced toxicity. No significant differences were observed after intervention on the other two genes. CI and 5-HT sensitivity results also provided strong support for this (<xref ref-type="fig" rid="F4">Figures 4I,J</xref>), with <italic>epg-8</italic> RNAi significantly increasing the CI compared with the control (CI<sub>l4440</sub>, 0.2533 &#x00B1; 0.0145 vs. CI<sub>epg&#x2013;8RNAi</sub>, 0.3300 &#x00B1; 0.0231, <italic>n</italic> = 3, <italic>&#x002A;p</italic> &#x003C; 0.05). Moreover, <italic>epg-8</italic> RNAi worms had a percentage paralysis of 59.43 &#x00B1; 1.99% in the 5-HT sensitivity assay compared with 54.40 &#x00B1; 1.36% for the l4440 control, indicating that serotonin hypersensitivity was restored to normal levels by <italic>epg-8</italic> RNAi. This protective effect was offset by CQ (<xref ref-type="fig" rid="F4">Figures 4C,I,J</xref>). Thus, stopping the formation of autophagosomes and reducing their accumulation decreased A&#x03B2;-induced neural damage. 3-MA administration had no additive effects on the basis of <italic>epg-8</italic> RNAi (<xref ref-type="fig" rid="F4">Figure 4D</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>The CL4176 strain was fed either vector l4440 control bacteria or bacteria expressing RNAi for <italic>bec-1</italic> <bold>(A)</bold>, <italic>vps-34</italic> <bold>(B)</bold>, or <italic>epg-8</italic> <bold>(C,D)</bold>. RNAi of <italic>epg-8</italic> delayed A&#x03B2;-induced paralysis which could be offset by CQ. (<italic>n</italic> = 3, &#x002A;<italic>p</italic> &#x003C; 0.05 by the log-rank test). Each individual group contains more than 30 nematodes. <bold>(E)</bold> Punctae formation in the GMC101 strain with or without RNAi bacteria as shown by fluorescence microscopy. <bold>(F)</bold> Scoring of punctae with or without RNAi bacteria (<italic>n</italic> = 13 per group, &#x002A;<italic>p</italic> &#x003C; 0.05 by the Student&#x2019;s <italic>t</italic>-test). <bold>(G)</bold> Representative western blot of mCherry::GFP::lgg-1. <bold>(H)</bold> Quantified western blot gel intensities, as determined by ImageJ software (<italic>n</italic> = 3, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01 by the Student&#x2019;s <italic>t</italic>-test). <bold>(I)</bold> Chemotaxis of the CL2355 strain fed either vector l4440 control bacteria or bacteria expressing RNAi for <italic>epg-8</italic>. <bold>(J)</bold> Serotonin hypersensitivity was restored by <italic>epg-8</italic> RNAi and reversed by CQ. Each group contains about 60 worms (<italic>n</italic> = 3, &#x002A;<italic>p</italic> &#x003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-14-885145-g004.tif"/>
</fig>
</sec>
<sec id="S3.SS5">
<title>The Neuroprotective Effect of Inhibiting Autophagosome Accumulation Requires the Participation of Small Molecular Chaperones</title>
<p>To better understand the A&#x03B2;-induced mechanism of autophagy dysfunction, we performed RNA-seq and proteomic analysis. RNA-seq identified 45 genes that were up-regulated and 111 that were down-regulated in the GMC101 strain compared with the CL2122 control after 8 h A&#x03B2; induction, as well as 881 genes that were up-regulated and 1,034 down-regulated after 24 h induction (<xref ref-type="fig" rid="F5">Figures 5A&#x2013;C</xref>). By enriching the differentially expressed genes associated with autophagy, we identified those with significant differences (<xref ref-type="table" rid="T3">Tables 3</xref>, <xref ref-type="table" rid="T4">4</xref>). The results of qPCR supported RNA-seq findings (<xref ref-type="fig" rid="F5">Figure 5F</xref> and <xref ref-type="table" rid="T1">Table 1</xref>), and showed that autophagy-related gene expression trends were inconsistent which implies that complex changes occur in the autophagy pathway during A&#x03B2; induction.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Molecular chaperones are essential for A&#x03B2; toxicity in transgenic nematodes. <bold>(A)</bold> After 8 h A&#x03B2; induction, 45 genes were up-regulated and 111 down-regulated in GMC101 compared with CL2122 strains. <bold>(B)</bold> After 24 h A&#x03B2; induction, 881 genes were up-regulated and 1034 down-regulated in GMC101 compared with CL2122 strains. <bold>(C)</bold> Venn diagram showing the overlap among genes showing significant differential expression (<italic>p</italic> &#x003C; 0.05) between samples. <bold>(D)</bold> After 24 h A&#x03B2; induction, 273 proteins were up-regulated and 301 down-regulated in GMC101 compared with CL2122 strains. <bold>(E)</bold> KEGG pathway enrichment of differentially expressed proteins between CL2122 and GMC101 strains. x and y axes represent GeneRatio and enriched KEGG pathway, respectively. Color represents enrichment significance, and bubble size represents gene count. <bold>(F)</bold> Validation of differentially expressed genes screened by RNA-seq (<italic>n</italic> = 3, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01; &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001; &#x002A;&#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.0001 by the Student&#x2019;s <italic>t</italic>-test). <bold>(G)</bold> Validation of differentially expressed genes screened by RNA-seq. The CL4176 strain was fed either vector l4440 control bacteria or bacteria expressing RNAi for <italic>hsp-16.2</italic> <bold>(H)</bold> and <italic>hsp-70</italic> <bold>(I)</bold>. RNAi for molecular chaperones accelerated A&#x03B2;-induced paralysis in the CL4176 strain (<italic>n</italic> = 3, &#x002A;<italic>p</italic> &#x003C; 0.05 by the log-rank test).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnagi-14-885145-g005.tif"/>
</fig>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Autophagy-related gene expression after 8 h A&#x03B2; induction.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Wormbase ID</td>
<td valign="top" align="center">Gene name</td>
<td valign="top" align="center">Log<sub>2</sub>(Foldchange)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">WBGene00002015</td>
<td valign="top" align="center">hsp-16.1</td>
<td valign="top" align="center">10.73201484</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002019</td>
<td valign="top" align="center">hsp-16.48</td>
<td valign="top" align="center">9.993542326</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002020</td>
<td valign="top" align="center">hsp-16.49</td>
<td valign="top" align="center">9.414459887</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002026</td>
<td valign="top" align="center">hsp-70</td>
<td valign="top" align="center">8.695174305</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002016</td>
<td valign="top" align="center">hsp-16.2</td>
<td valign="top" align="center">7.349540251</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002018</td>
<td valign="top" align="center">hsp-16.41</td>
<td valign="top" align="center">7.128486268</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002017</td>
<td valign="top" align="center">hsp-16.11</td>
<td valign="top" align="center">6.349008531</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002021</td>
<td valign="top" align="center">hsp-17</td>
<td valign="top" align="center">1.62722773</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002008</td>
<td valign="top" align="center">hsp-4</td>
<td valign="top" align="center">1.491200843</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00000785</td>
<td valign="top" align="center">cpr-5</td>
<td valign="top" align="center">1.427380633</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002007</td>
<td valign="top" align="center">hsp-3</td>
<td valign="top" align="center">1.303493789</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002011</td>
<td valign="top" align="center">hsp-12.2</td>
<td valign="top" align="center">1.280543166</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00006921</td>
<td valign="top" align="center">vha-12</td>
<td valign="top" align="center">1.094806355</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00008427</td>
<td valign="top" align="center">atg-10</td>
<td valign="top" align="center">&#x2212;1.583421545</td>
</tr>
</tbody>
</table></table-wrap>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>Autophagy-related gene expression after 24 h A&#x03B2; induction.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Wormbase ID</td>
<td valign="top" align="center">Gene name</td>
<td valign="top" align="center">Log<sub>2</sub>(Foldchange)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">WBGene00002026</td>
<td valign="top" align="center">hsp-70</td>
<td valign="top" align="center">3.976840027</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00011906</td>
<td valign="top" align="center">hsp-12.1</td>
<td valign="top" align="center">2.032493207</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00006914</td>
<td valign="top" align="center">vha-5</td>
<td valign="top" align="center">1.845318311</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00000785</td>
<td valign="top" align="center">cpr-5</td>
<td valign="top" align="center">1.266866182</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00021070</td>
<td valign="top" align="center">cpr-8</td>
<td valign="top" align="center">1.215308479</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002023</td>
<td valign="top" align="center">hsp-25</td>
<td valign="top" align="center">1.107285903</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002024</td>
<td valign="top" align="center">hsp-43</td>
<td valign="top" align="center">1.111466983</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00006915</td>
<td valign="top" align="center">vha-6</td>
<td valign="top" align="center">1.049060101</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00008427</td>
<td valign="top" align="center">atg-10</td>
<td valign="top" align="center">&#x2212;2.831118741</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002982</td>
<td valign="top" align="center">lgg-3</td>
<td valign="top" align="center">&#x2212;1.63575482</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00014080</td>
<td valign="top" align="center">atg-4.2</td>
<td valign="top" align="center">&#x2212;1.497132712</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00019427</td>
<td valign="top" align="center">atg-16.2</td>
<td valign="top" align="center">&#x2212;1.407504423</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00017178</td>
<td valign="top" align="center">atg-16.1</td>
<td valign="top" align="center">&#x2212;1.272882712</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00018294</td>
<td valign="top" align="center">atg-18</td>
<td valign="top" align="center">&#x2212;1.175782797</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00013695</td>
<td valign="top" align="center">epg-8</td>
<td valign="top" align="center">&#x2212;1.159589162</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00010882</td>
<td valign="top" align="center">atg-7</td>
<td valign="top" align="center">&#x2212;1.124701339</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00002980</td>
<td valign="top" align="center">lgg-1</td>
<td valign="top" align="center">&#x2212;1.092218465</td>
</tr>
<tr>
<td valign="top" align="left">WBGene00021922</td>
<td valign="top" align="center">atg-3</td>
<td valign="top" align="center">&#x2212;1.046291041</td>
</tr>
</tbody>
</table></table-wrap>
<p>Proteomic data showed that 273 proteins were up-regulated and 301 were down-regulated in the GMC101 strain compared with the CL2122 control after A&#x03B2; induction (<xref ref-type="fig" rid="F5">Figure 5D</xref>). After using KEGG, we found that autophagy signaling pathways were enriched as differential signaling pathways between CL2122 and GMC101 strains (<xref ref-type="fig" rid="F5">Figure 5E</xref>). Among the top 50 up-regulated proteins, we found that let-363 protein (mammalian mTOR) was significantly up-regulated. This also explained why the transcription level of autophagosome formation genes is down-regulated. These results indicated that A&#x03B2; induction impacts on the autophagy signaling pathway and generated a series of downstream events.</p>
<p>To explore the neuroprotective effect of 3-MA, we again conducted RNA-seq (data not shown) and identified 70 KEGG pathways that were enriched with differentially expressed genes between GMC101 and 3-MA groups. Significantly enriched pathways included the Wnt signaling pathway, transforming growth factor-beta signaling pathway, ubiquitin-mediated proteolysis, and protein processing in the endoplasmic reticulum, suggesting that inhibiting autophagosome formation activates pathways that maintain protein homeostasis.</p>
<p>Autophagy and molecular chaperones were previously shown to have compensatory phenomena in the degradation of misfolded proteins (<xref ref-type="bibr" rid="B26">Park and Cuervo, 2013</xref>). Here, we observed a significant increase in the expression of molecular chaperone genes after A&#x03B2; induction by RNA-seq (<xref ref-type="table" rid="T3">Tables 3</xref>, <xref ref-type="table" rid="T4">4</xref>). These findings were verified by qPCR (<xref ref-type="fig" rid="F5">Figure 5G</xref> and <xref ref-type="table" rid="T1">Table 1</xref>), suggesting that the protective effect of 3-MA requires molecular chaperones. We performed RNAi on the small molecule chaperones <italic>hsp16.2</italic> and <italic>hsp-70</italic> (<xref ref-type="fig" rid="F5">Figures 5H,I</xref>), which reversed the effect of 3-MA in delaying the paralysis time (<xref ref-type="table" rid="T2">Table 2</xref>). This strongly indicates that the effect of 3-MA in prolonging nematode paralysis depends on the participation of small molecular chaperones.</p>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>Although AD is the most common neurodegenerative disease, its pathogenesis remains unclear (<xref ref-type="bibr" rid="B18">Lane et al., 2018</xref>). Here, we used the <italic>C. elegans</italic> AD model to study autophagy dysfunction as a pathological phenomenon following the transgenic expression of human A&#x03B2;. We verified that protein homeostasis was disrupted and that autophagosome accumulation occurred following the induction of A&#x03B2; expression in <italic>C. elegans</italic> (<xref ref-type="fig" rid="F1">Figure 1</xref>). Autophagosome accumulation in the brain was previously shown to mainly result from reduced lysosomal activity (<xref ref-type="bibr" rid="B28">Sarkis et al., 1988</xref>), dynein transport disorders (<xref ref-type="bibr" rid="B19">Lee et al., 2011</xref>), and abnormal fusion (<xref ref-type="bibr" rid="B37">Yang et al., 2019</xref>).</p>
<p>In our study, we first evaluated the activity of lysosomes regulated by aging (<xref ref-type="bibr" rid="B2">Cairo and Villarroya, 2020</xref>) or A&#x03B2; (<xref ref-type="bibr" rid="B31">Song et al., 2020</xref>) in AD. However, we found that A&#x03B2; induction enhanced nematode lysosome activity (<xref ref-type="fig" rid="F2">Figure 2B</xref>), which manifested as significant changes in the transcription of V-ATPase and cathepsin genes (<xref ref-type="fig" rid="F2">Figure 2A</xref> and <xref ref-type="table" rid="T1">Table 1</xref>). V-ATPase is responsible for transferring H<sup>+</sup> from the cytoplasm to the lysosome (<xref ref-type="bibr" rid="B6">Ernstrom et al., 2012</xref>), while cathepsin B and cathepsin D are thought to degrade A&#x03B2; (<xref ref-type="bibr" rid="B11">Hook et al., 2020</xref>). The observed enhancement of lysosomal activity and activated cathepsin transcription suggested that lysosomes are highly sensitive to misfolded proteins under non-aging conditions. However, lysosomal activity is continuously reduced during aging, and the A&#x03B2; degradation ability is also weakened, leading to further aggravation of abnormal autophagy. We used CQ to mimic autophagy deterioration through aging, which confirmed our speculation (<xref ref-type="fig" rid="F3">Figures 3E&#x2013;G</xref>), and showed that lysosomes are key organelles for maintaining protein homeostasis.</p>
<p>After ruling out lysosome inactivation as causative of autophagosome accumulation, we explored other influencing factors. Dynein transport was also excluded in our nematode model (muscle cells are morphologically different from nerve cells, and lysosomal transport is less dependent on dynein), suggesting that autophagosome accumulation was most likely caused by abnormal lysosome fusion. This was confirmed by our ROS measurements (<xref ref-type="fig" rid="F2">Figure 2D</xref>) and detection of fusion gene transcription (<xref ref-type="fig" rid="F2">Figure 2E</xref>). Both the perforin effect of A&#x03B2; (<xref ref-type="bibr" rid="B15">Julien et al., 2018</xref>) and A&#x03B2;-induced oxidative stress can lead to abnormal fusion. However, the exact mechanism is still unclear, and requires further study.</p>
<p>3-MA was reported to have therapeutic effects in cerebral ischemia injury models by reducing autophagosome accumulation (<xref ref-type="bibr" rid="B35">Wang and Wu, 2020</xref>). We observed that 10 &#x03BC;M 3-MA prolonged the paralysis time in the CL4176 strain and had a neuroprotective effect in the A&#x03B2; transgenic nematode model (<xref ref-type="fig" rid="F3">Figures 3E&#x2013;G</xref>). Reducing autophagosome formation by RNAi had the same effect (<xref ref-type="fig" rid="F4">Figure 4</xref>), suggesting that an imbalance of protein homeostasis caused by abnormal autophagy could be relieved by inhibiting autophagosome formation. On the one hand, reducing the number of abnormal organelles alleviates the stress level, on the other hand it may activate the UPS signaling pathway to improve intracellular pressure. Therefore, maintaining basic levels of autophagy is important in AD treatment.</p>
<p>Molecular chaperones were previously shown to be up-regulated following A&#x03B2; expression in an AD model (<xref ref-type="bibr" rid="B17">Lackie et al., 2017</xref>). Moreover, wild-type A&#x03B2;, but not an A&#x03B2; single chain dimer, could be sequestered in HSP-16.2-containing inclusions (<xref ref-type="bibr" rid="B1">Ai et al., 2018</xref>), suggesting the existence of a conformation-dependent interaction between chaperone and A&#x03B2; <italic>in vivo</italic>. We detected significant changes in small molecular chaperone expression at both the transcription and protein levels following A&#x03B2; induction (<xref ref-type="table" rid="T1">Table 1</xref>). Additionally, the paralysis rate was significantly increased when we used RNAi to decrease heat shock protein gene transcription in the CL4176 strain (<xref ref-type="fig" rid="F5">Figures 5H,I</xref>), indicating that small molecular chaperones play a key role in maintaining protein homeostasis. It is reported that there is a compensatory mechanism between the ways to maintain protein homeostasis (<xref ref-type="bibr" rid="B14">Ji and Kwon, 2017</xref>). We hypothesize that 3-MA reduces autophagosome formation and has a protective effect that is molecular chaperone-dependent. RNAi on the small molecule chaperones hsp16.2 and hsp-70 reversed the neuroprotective effect of 3-MA, indicating that it requires the participation of chaperones.</p>
<p>Autophagy is a double-edged sword in AD (<xref ref-type="bibr" rid="B39">Yin et al., 2017</xref>), because enhanced autophagy is thought to have therapeutic effects (<xref ref-type="bibr" rid="B9">Friedman et al., 2015</xref>), but the accumulation of autophagosomes in the brain can cause serious oxidative stress and trigger apoptosis. Taken together, our findings show that maintaining normal levels of autophagy and lysosomal activity and reducing autophagosome accumulation could relieve A&#x03B2;-induced injuries. Further study is needed to explore the relationship between protein homeostasis and A&#x03B2;, which is essential for the treatment of AD.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/geo/">https://www.ncbi.nlm.nih.gov/geo/</ext-link>, <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="GSE198684">GSE198684</ext-link>.</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>HL, HW, and XC conceived and designed the experiments. HL, YG, and CZ performed the experiments. HL, BM, and MW analyzed the data. HL, HW, and XC wrote the manuscript. All authors read and approved the final manuscript.</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="pudiscl1" 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>
</body>
<back>
<sec id="S7" sec-type="funding-information">
<title>Funding</title>
<p>This research was funded by the National Natural Science Foundation (grant nos. 31670347, 81001369, and 31170327) and the Shanghai Science and Technology Commission of Shanghai Municipality (grant no. 21015800500).</p>
</sec>
<ack><p>We thank the CGC Center and J. Fei (Tongji University, Shanghai, China) for providing the worm culture. We thank Malene Hansen for the plasmid of pMH878. We thank Sarah Williams, Ph.D., from Liwen Bianji (Edanz) (<ext-link ext-link-type="uri" xlink:href="http://www.liwenbianji.cn/">www.liwenbianji.cn/</ext-link>) for editing the English text of a draft of this manuscript.</p>
</ack>
<sec id="S9" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnagi.2022.885145/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnagi.2022.885145/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.XLSX" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 1</label>
<caption><p>The 8 h RNA-seq differential gene data.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_2.XLSX" id="TS2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 2</label>
<caption><p>The 24 h differential gene data.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Table_3.XLSX" id="TS3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table 3</label>
<caption><p>The proteomic differential protein data.</p></caption>
</supplementary-material>
<supplementary-material xlink:href="Data_Sheet_1.PDF" id="DS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Data Sheet 1</label>
<caption><p>The primer list.</p></caption>
</supplementary-material>
</sec>
<ref-list>
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