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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2023.1213086</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Comparative transcriptomic and plastid development analysis sheds light on the differential carotenoid accumulation in kiwifruit flesh</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bhargava</surname>
<given-names>Nitisha</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1889324"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ampomah-Dwamena</surname>
<given-names>Charles</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/278223"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Voogd</surname>
<given-names>Charlotte</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2296457"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Allan</surname>
<given-names>Andrew C.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/170907"/>
</contrib>
</contrib-group>    <aff id="aff1">
<sup>1</sup>
<institution>The New Zealand Institute for Plant and Food Research Limited (Plant &amp; Food Research) Mt Albert, Auckland Mail Centre</institution>, <addr-line>Auckland</addr-line>, <country>New Zealand</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Biological Sciences, University of Auckland</institution>, <addr-line>Auckland</addr-line>, <country>New Zealand</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Neftali Ochoa-Alejo, Centro de Investigaci&#xf3;n y de Estudios Avanzados del Instituto Polit&#xe9;cnico Nacional, Mexico</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Renata Rivera-Madrid, Scientific Research Center of Yucat&#xe1;n (CICY), Mexico; Concetta Licciardello, Fruit and Citrus Crops, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Nitisha Bhargava, <email xlink:href="mailto:Nitisha.Bhargava@plantandfood.co.nz">Nitisha.Bhargava@plantandfood.co.nz</email>; Andrew C. Allan, <email xlink:href="mailto:Andrew.Allan@plantandfood.co.nz">Andrew.Allan@plantandfood.co.nz</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1213086</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Bhargava, Ampomah-Dwamena, Voogd and Allan</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Bhargava, Ampomah-Dwamena, Voogd and Allan</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>Carotenoids are colorful lipophilic isoprenoids synthesized in all photosynthetic organisms which play roles in plant growth and development and provide numerous health benefits in the human diet (precursor of Vitamin A). The commercially popular kiwifruits are golden yellow-fleshed (<italic>Actinidia chinensis</italic>) and green fleshed (<italic>A. deliciosa</italic>) cultivars which have a high carotenoid concentration. Understanding the molecular mechanisms controlling the synthesis and sequestration of carotenoids in <italic>Actinidia</italic> species is key to increasing nutritional value of this crop via breeding. In this study we analyzed fruit with varying flesh color from three <italic>Actinidia</italic> species; orange-fleshed <italic>A. valvata</italic> (OF), yellow-fleshed <italic>A. polygama</italic> (YF) and green-fleshed <italic>A. arguta</italic> (GF). Microscopic analysis revealed that carotenoids accumulated in a crystalline form in YF and OF chromoplasts, with the size of crystals being bigger in OF compared to YF, which also contained globular substructures in the chromoplast. Metabolic profiles were investigated using ultra-performance liquid chromatography (UPLC), which showed that &#x3b2;-carotene was the predominant carotenoid in the OF and YF species, while lutein was the dominant carotenoid in the GF species. Global changes in gene expression were studied between OF and GF (both tetraploid) species using RNA-sequencing which showed higher expression levels of upstream carotenoid biosynthesis-related genes such as <italic>DXS, PSY, GGPPS, PDS, ZISO</italic>, and <italic>ZDS</italic> in OF species compared to GF. However, low expression of downstream pathway genes was observed in both species. Pathway regulatory genes (<italic>OR</italic> and <italic>OR-</italic>L), plastid morphology related genes (<italic>FIBRILLIN</italic>), chlorophyll degradation genes (<italic>SGR</italic>, <italic>SGR-L, RCCR</italic>, and <italic>NYC1</italic>) were upregulated in OF species compared to GF. This suggests chlorophyll degradation (primarily in the initial ripening stages) is accompanied by increased carotenoid production and localization in orange flesh tissue, a contrast from green flesh tissue. These results suggest a coordinated change in the carotenoid pathway, as well as changes in plastid type, are responsible for an orange phenotype in certain kiwifruit species.</p>
</abstract>
<kwd-group>
<kwd>carotenoids</kwd>
<kwd>kiwifruit</kwd>
<kwd>chlorophyll</kwd>
<kwd>chloroplasts</kwd>
<kwd>chromoplasts</kwd>
<kwd>&#x3b2;carotene</kwd>
<kwd>RNA-sequencing</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="110"/>
<page-count count="16"/>
<word-count count="9152"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Crop and Product Physiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>All photosynthetic organisms (plants, cyanobacteria and algae) synthesize a class of colored, lipophilic isoprenoids, called carotenoids, that are categorized into two groups based on their chemical structures; carotenes and xanthophylls (oxygenated derivatives of carotenes) (<xref ref-type="bibr" rid="B64">Milani et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B56">Maoka, 2020</xref>). Both groups are essential and have functions that facilitate plant growth, development and adaptability. The protection of the photosynthetic apparatus from photo-oxidative damage (termed photoprotection) is the primary protective function of carotenoids as excess light leads to a shift in the captured to utilized energy equilibrium, thereby generating reactive oxygen species (ROS). Oxidative cleavage of carotenoids produces apocarotenoids such as strigolactones and abscisic acid (ABA) respectively, which are phytohormones that regulate plant growth and development (<xref ref-type="bibr" rid="B1">Ruiz-Sola et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B38">Jia et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B25">Felemban et&#xa0;al., 2019</xref>). The diverse range of colors (yellow, orange, and red) exhibited by carotenoids, due to conjugated double bonds and functional groups, confers pigmentation to non-photosynthetic tissues (flower, fruits, and vegetables), and facilitates seed dispersal and pollination by animals (<xref ref-type="bibr" rid="B40">Khoo et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B56">Maoka, 2020</xref>). Carotenoids have benefits as dietary intake of carotenoids through fruits and vegetables or as supplements is essential.</p>
<p>The carotenoid biosynthesis pathway is well conserved between species. The final concentration of carotenoid in tissue is dependent on their synthesis, degradation, and localization (<xref ref-type="bibr" rid="B1000">Ampomah-Dwamena et&#xa0;al., 2012</xref>). Genes that are nuclear-encoded are synthesized to proteins in the cytoplasm and transported to chloroplast or chromoplasts by a transit peptide sequence located at the N-terminal of the proteins. These enzymes utilize substrates (isopentenyl diphosphate, IPP and dimethylallyl diphosphate, DMAPP) that are derived from the methylerythritol 4-phosphate (MEP) pathway (in plastids) and mevalonic acid (MVA) pathway (in cytosol) for carotenoid synthesis (<xref ref-type="bibr" rid="B58">McGarvey and Croteau, 1995</xref>; <xref ref-type="bibr" rid="B68">Nagata et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B82">Rodriguez-Concepcion, 2010</xref>). Three molecules of IPP are combined with one molecule of DMAPP to produce geranylgeranyl diphosphate via the enzymatic activity of geranylgeranyl diphosphate synthase (GGPPS) (<xref ref-type="bibr" rid="B61">Meier et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B94">Sun et&#xa0;al., 2022</xref>). The condensation of two molecules of GGPP produces 15-<italic>cis</italic> -phytoene by phytoene synthase (PSY), a rate-limiting enzyme in carotenogenesis (<xref ref-type="bibr" rid="B69">Nisar et&#xa0;al., 2015</xref>). Post-transcriptional and post-translational regulation of PSY by the ORANGE (OR) protein has been elucidated. The OR protein prevents PSY protein aggregation via its holdase chaperone activity thereby stabilizing PSY protein (<xref ref-type="bibr" rid="B72">Park et&#xa0;al., 2016</xref>). A change of an Arginine to a Histidine (Arg<sup>108</sup>&#x2794; His) of the OR protein (a naturally occurring mutation) results in an increase in carotenogenesis and chromoplast biogenesis in melon (<xref ref-type="bibr" rid="B11">Chayut et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B96">Sun et&#xa0;al., 2020</xref>).</p>
<p>Phytoene desaturase (PDS) catalyzes the desaturation of 15-<italic>cis</italic>- phytoene to carotene (<xref ref-type="bibr" rid="B35">Hugueney et&#xa0;al., 1992</xref>) which is acted on by &#x3b6;-carotene isomerase (ZISO) to produce 9,9&#x2019;-di-<italic>cis</italic>-&#x3b6;-carotene (<xref ref-type="bibr" rid="B12">Chen et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B6">Beltr&#xe1;n et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B81">Rodrigo et&#xa0;al., 2019</xref>). Another desaturation reaction by &#x3b6;-carotene desaturase (ZDS) followed by isomerization by carotene isomerase (CRTISO) leads to the production of lycopene (<xref ref-type="bibr" rid="B36">Isaacson et&#xa0;al., 2004</xref>). The cyclization of lycopene diverts the pathway into two branches which depends on the addition ionone rings. LCYB adds two &#x3b2;-ionone rings to the lycopene structure, thereby diverting the flux to &#x3b2;-carotene (<xref ref-type="bibr" rid="B5">Bai et&#xa0;al., 2009</xref>). The hydroxylation of &#x3b2;-carotene leads to the production of &#x3b2;-cryptoxanthin followed by zeaxanthin (<xref ref-type="bibr" rid="B17">DellaPenna and Pogson, 2006</xref>; <xref ref-type="bibr" rid="B16">D&#x2019;Ambrosio et&#xa0;al., 2011</xref>), then zeaxanthin epoxidase (ZEP) produces and antheraxanthin violaxanthin. Violaxanthin de-epoxidase (VDE) reverts the flux back from violaxanthin to zeaxanthin (<xref ref-type="bibr" rid="B37">Jahns et&#xa0;al., 2009</xref>). The un-utilized excess light energy for photosynthesis is dissipated as heat by a rapidly induced mechanism called non-photochemical quenching (NPQ) (<xref ref-type="bibr" rid="B18">Derks et&#xa0;al., 2015</xref>). In higher plants, the NPQ mechanism is regulated by the activity of a xanthophyll cycle (violaxanthin-antheraxanthin-zeaxanthin cycle; <xref ref-type="bibr" rid="B31">Goss and Lepetit, 2015</xref>; <xref ref-type="bibr" rid="B30">Giossi et&#xa0;al., 2020</xref>) which facilitates plant adaptability in the changing light conditions. Another branch of carotenoid pathway hydroxylates &#x3b1;-carotene by two heme-containing hydroxylases, cytochrome P450 hydroxylase (CYP97A5 and CYP97C3), resulting in the production of lutein (<xref ref-type="bibr" rid="B45">Kim et&#xa0;al., 2009</xref>).</p>
<p>Degradation is another factor determining the final carotenoid concentration in plants. Carotenoid cleavage dioxygenase (CCD) and 9-<italic>cis</italic>-carotenoid dioxygenase (NCED) are responsible for the oxidative cleavage of &#x3b2;-carotene and violaxanthin/neoxanthin to produce strigolactones and abscisic acid (<xref ref-type="bibr" rid="B111">Zhang et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B112">Zhou et&#xa0;al., 2019</xref>). Localization of carotenoids in plastids also determines carotenoid levels, while the plastid type and their deposition unit (plastoglobules, crystalline, membranous and tubular lipid bodies) influences both concentration and profile (<xref ref-type="bibr" rid="B86">Schweiggert and Carle, 2017</xref>; <xref ref-type="bibr" rid="B101">Wen et&#xa0;al., 2020</xref>).</p>
<p>Kiwifruit (with commercial cultivars being primarily green <italic>A. chinensis</italic> var. <italic>deliciosa</italic> &#x2018;Hayward&#x2019; and yellow <italic>A. chinensis</italic> var. <italic>chinensis</italic>) are popular due to their high nutritional value (<xref ref-type="bibr" rid="B98">Wang et&#xa0;al., 2021</xref>). In green fruit, chloroplast associated carotenoids (lutein, violaxanthin, neoxanthin and &#x3b2;-carotene) are predominant across the fruit ripening stage with no change in fruit color from green as the fruit ripens retaining chloroplast during fruit development. In contrast, <italic>A. chinensis</italic> fruit changes color from green to golden-yellow (due to chloroplast to chromoplast transition), although there is no significant increase in carotenoid levels. Therefore, the change in the fruit color in <italic>A. chinensis</italic> can be attributed to the reduction in chlorophyll as the fruit matured which unmasks the color due to carotenoids (<xref ref-type="bibr" rid="B59">McGhie and Ainge, 2002</xref>; <xref ref-type="bibr" rid="B70">Nishiyama, 2007</xref>; <xref ref-type="bibr" rid="B66">Montefiori et&#xa0;al., 2009</xref>). Carotenoid composition of non-commercial species belonging to <italic>Actinidia</italic> genus has also been studied (<xref ref-type="bibr" rid="B59">McGhie and Ainge, 2002</xref>; <xref ref-type="bibr" rid="B71">Nishiyama et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B47">Latocha et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B3">Ampomah-Dwamena et&#xa0;al., 2019</xref>).</p>
<p>In this study, we examined fruit from three <italic>Actinidia</italic> species with varying flesh color (green, yellow and orange) to explore the metabolic and transcriptomic changes controlling the differential pigment composition, as well as the changes in plastid morphology during maturation. Our findings provide insights into the molecular mechanisms underlying fruit de-greening and carotenogenesis in <italic>Actinidia</italic> species and suggests future targets for breeding of this colorful trait.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Experimental methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Plant material and storage conditions</title>
<p>Fruit samples from three <italic>Actinidia</italic> species were studied. <italic>A. arguta</italic> (green flesh), <italic>A. polygama</italic> (yellow flesh), and <italic>A. valvata</italic> (orange flesh) fruits were grown in a Plant and Food Research Orchard, Motueka, New Zealand. Fruits were collected at four different stages of fruit development (Green stage S1, Breaker stage S2, Color change stage S3 and Mature ripe stage S4). Approximately 30 fruit per sample at each stage were separated into skin and flesh excluding seeds and snap frozen using liquid nitrogen and stored at -80&#x2da;C.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Fruit flesh color measurement</title>
<p>Fruit flesh color was measured using a Minolta CR-300 chromameter (Konica Minolta, Mahwah, NJ, USA) by using CIELAB color scales (<xref ref-type="bibr" rid="B75">Pathare et&#xa0;al., 2013</xref>). A flat section of mesocarp was used for measuring the flesh color. Ten fruits per developmental stage were used to collect the data.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Carotenoid and chlorophyll extraction</title>
<p>Carotenoid and chlorophyll extraction was performed following <xref ref-type="bibr" rid="B2">Ampomah-Dwamena et&#xa0;al. (2015)</xref> with some modifications. Fruit harvested at different developmental stages were separated into skin and flesh (outer pericarp) tissues in liquid nitrogen and ground to powder. Powdered tissues were freeze dried for 24 hours before extraction with acetone. Freeze-dried tissue (50-60 mg) was homogenized in 1 mL of acetone with 0.1% butylated hydroxytoluene (BHT). To prevent chlorophyll degradation due to high acidity in the green <italic>A</italic>. <italic>arguta</italic> samples, 50 mg sodium carbonate was added to 1 mL of acetone + 0.1% BHT (<xref ref-type="bibr" rid="B7">Benlloch-Tinoco et&#xa0;al., 2015</xref>). The homogenised sample mixtures were covered with aluminium foil to exclude light and extracted overnight on a rotor (120 rpm), at a room temperature of 17 &#x2da;C. Samples were centrifuged at 20,000 x g, at 10 &#x2da;C for 10 minutes and supernatant collected in fresh tubes. The acetone extracts were flush dried under a stream of nitrogen and the dried extracts redissolved in 300 &#x3bc;L of ethanol and 0.1% BHT. Three biological replicates for each developmental stage were used for pigment analysis (except <italic>A. valvata</italic> S2, where only two replicates were used due to lack of tissue availability).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>UPLC analysis</title>
<p>Carotenoids and chlorophyll were separated and quantified using Waters ACQUITY H-Class PLUS ultra-performance liquid chromatography (UPLC) system (Waters, Mississauga, Ontario, Canada). The analysis was conducted using ACQUITY UPLC BEH C18 (100 &#xd7; 2.1&#xa0;mm, 1.7&#x3bc;m) column and ACQUITY PDA detector for peak detection. The temperature of the column was maintained at 25&#x2da;C. A two solvent system was used, solvent A (0.1% formic acid in MilliQ<sup>&#xae;</sup> water) and solvent B (0.1% formic acid in acetonitrile). The solvent elution rate was 0.4&#xa0;ml min<sup>-1</sup> with a total analysis time of 17 minutes 50 seconds. The gradient elution profile was as follows: 70% A/30% B (0-4&#xa0;min), 40% A/60% B (4-6&#xa0;min), 5% A/95% B (6-10&#xa0;min), 0% A/100% B (10.5- 15&#xa0;min), 70% A/30% B (15.5-17.5&#xa0;min). An aliquot of 10 &#x3bc;L was injected in the UPLC system for carotenoids and chlorophylls peaks detection at 410 nm (for pheophytins), 430 nm (chlorophyll a) and 450 nm (carotenoids and chlorophyll b). Carotenoids were determined based on their comparison of retention time and spectral data with commercial standards (&#x3b2;-carotene, chlorophyll a, chlorophyll b, lutein, and zeaxanthin) and published literature (<xref ref-type="bibr" rid="B91">Snyder et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B62">Mel&#xe9;ndez-Mart&#xed;nez et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B41">Kamffer et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B26">Fu et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B33">Gupta et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B108">Zeb and Ullah, 2017</xref>; <xref ref-type="bibr" rid="B57">Matsumoto et&#xa0;al., 2021</xref>). The concentration of lutein, chlorophyll a and chlorophyll b were determined using the detected peak area (&#x3bc;v*sec) against the standard curve derived from their standards. The standard curve was derived using concentrations (10 &#x3bc;g/mL, 25 &#x3bc;g/mL, 50 &#x3bc;g/mL, 125 &#x3bc;g/mL, 250 &#x3bc;g/mL) of lutein, chlorophyll a and chlorophyll b standards detected at 450nm, 430nm, 450nm respectively, and was obtained by triplicate injections. The concentration of other carotenoids was determined as lutein equivalent (&#x3bc;g/g dry weight of tissue DW) and chlorophyll derivatives (pheophytin a and pheophorbide a) were quantified as chlorophyll a (also detected at 410 nm for quantification of their derivatives detected at 410 nm) equivalent (<xref ref-type="bibr" rid="B21">Edelenbos et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B65">Molina et&#xa0;al., 2022</xref>). All the standards were purchased from Sigma-Aldrich (St Louis, MO, United States). The limit of detection (LOD) and limit of quantification (LOQ) were calculated using the standard error (SE) and slope of the calibration curves (<xref ref-type="bibr" rid="B92">Soares et&#xa0;al., 2019</xref>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 1</bold>
</xref>).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>RNA isolation and quantification of expression levels of carotenoid pathway genes</title>
<p>The two tetraploid <italic>Actinidia</italic> species (<italic>A. polygama</italic> was not included as it is a diploid) with contrasting phenotypes were selected for transcriptomic analysis to better understand the differences in carotenoid biosynthesis pathway and its differential regulation. Total RNA was extracted from the flesh of <italic>A. arguta</italic> (GF) and <italic>A. valvata</italic> (OF) across the four developmental stages (100-150mg) using the Spectrum Plant Total RNA isolation kit (Sigma-Aldrich). The total RNA extracted from the fruit flesh was used in mRNA library preparation for paired-end sequencing by Illumina NovaSeq PE150 (Illumina, NovogeneAIT Genomics, Singapore) generating 20 million reads per sample (three biological replicates of each fruit ripening stage of the two <italic>Actinidia</italic> species). Three independent biological replicates per developmental stage were used to construct a total of 24 cDNA libraries for analysis. The quality of raw reads was improved by stringent data quality control, trimming of adapter sequences and reads, data filtering and error correction to generate high-quality reads. The high-quality reads obtained were mapped to the annotated and published <italic>A. chinensis</italic> reference genome (<xref ref-type="bibr" rid="B78">Pilkington et&#xa0;al., 2018</xref>) using STAR v. 2.6.1d (<xref ref-type="bibr" rid="B20">Dobin et&#xa0;al., 2013</xref>). The transcript levels (in FPKM, fragment per kilobase per million) of all carotenoid biosynthesis genes across the four developmental stages were evaluated from the transcriptomic data by counting the number of reads mapped to each gene using HTSeq v.0.9.1 (<xref ref-type="bibr" rid="B4">Anders et&#xa0;al., 2015</xref>). Approximately 80-85% of reads were uniquely mapped to the genome in all 24 libraries. The FPKM for each biosynthetic gene was calculated based on the length of the mRNA and the number of reads mapped to the sequenced <italic>A. chinensis</italic> genome (<xref ref-type="bibr" rid="B28">Garber et&#xa0;al., 2011</xref>). The quantified FPKM values were depicted as a heatmap.2 using the &#x2018;ggplot2&#x2019; program in R for visualization (<xref ref-type="bibr" rid="B102">Wickham, 2009</xref>). The read count table generated from HTSeq were used for identifying differentially expressed genes (DEGs) using DES<sub>EQ</sub>2 v.1.12.2 (<xref ref-type="bibr" rid="B53">Love et&#xa0;al., 2014</xref>) in the package R. Genes with <italic>p-</italic>values &lt; 0.05 and log2 (fold change) &gt; 2 were considered as statistically significant differentially expressed genes. The significantly expressed DEGs were subjected to GO (Gene Ontology) enrichment analysis in &#x2018;Biological Process (BP)&#x2019; using clusterProfiler R package (<xref ref-type="bibr" rid="B107">Yu et&#xa0;al., 2012</xref>) with Arabidopsis as the reference database. GO terms <italic>p -</italic>values &lt;0.05 were considered significantly enriched.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Transmission electron microscopy</title>
<p>Transmission electron microscopy was used to visualize the ultrastructure of plastids present in the mature fruit flesh. Fresh flesh (1mm cube) from the mesocarp region was fixed for 3 hours using 2.5% glutaraldehyde and freshly prepared 0.1M S&#xf6;rensens phosphate buffer and washed using the 0.1M S&#xf6;rensens phosphate buffer. After washing the tissue was post-fixed using 1% osmium tetroxide and 0.1M S&#xf6;rensens phosphate buffer for an hour followed by a serial dehydration using increasing concentration of ethanol (30%, 50%, 70%, 90%, 100%). The fixed tissues were infiltrated with 100% epoxy resin. After overnight infiltration, fresh resin was used to embed the tissue in embedding molds and polymerized for two days at 60&#x2da;C. Ultrathin (70nm) sections were taken using Leica EM UC6 ultramicrotome (Leica Microsystems, Vienna, Austria) provided with DiATOME diamond knife. The thin sections were placed on charged 200-mesh copper grids and stained with uranyl acetate and lead citrate. Grids were imaged in FEI Tecnai 12 TEM (Thermo Fisher Scientific, Eindhoven, The Netherlands) using Gatan UltraScan 1000 camera. All the images were processed and analysed using Gatan Digital Micrograph software (Gatan Inc. Pleasanton, CA, USA).</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Bright-field microscopy</title>
<p>A combination of differential interference contrast (DIC) microscopy (Model: Leica DMR microscope, Leica Microsystems (Schweiz) AF- Heerbrugg, Switzerland; Camera: Jenoptik Gryphax Kapella, Jenoptik, Jena, Germany) and bright-field microscopy (Model: Nikon Eclipse Ni-E, Nikon Corporation, Tokyo, Japan) was used to visualize and characterize the plastid development between three species as the fruit developed. Free hand sections of fresh fruit flesh were cut using razor blades and mounted on glass slides without staining.</p>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Statistical analysis</title>
<p>Correlation relationship between transcript levels derived from RNA-Seq analysis of <italic>A. valvata</italic> (OF) and <italic>A. arguta</italic> (GF) and &#x3b2;-carotene concentration were calculated and presented in Pearson&#x2019;s correlation co-efficient (<italic>r</italic>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Changes in fruit flesh color during ripening</title>
<p>Fruits of <italic>A. valvata</italic>, <italic>A. polygama</italic>, and <italic>A. arguta</italic> were collected at four different ripening stages i.e., mature green (S1), breaker stage (S2), color change stage (S3) and ripe stage (S4) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). These ripening stages occur quickly with each stage being less than 7 days apart. The change in hue angle was measured using Minolta CR300 across the four fruit stages. The three <italic>Actinidia</italic> species had similar green flesh color when harvested. As the fruit reached breaker stage of fruit ripening, the intensity of orange coloration in fruit flesh of <italic>A. valvata</italic> increased such that an increase in the a*/b* ratio was observed (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). The change from negative to positive a*/b* ratio from S1 to S2 in <italic>A. valvata</italic> underlies the change in color from green to intense yellow at the breaker stage. However, a more gradual change in flesh color was observed during ripening for <italic>A. polygama</italic> with a*/b* ratio ranging from -0.44 to 0.26 coinciding with the four ripening stages. In contrast to the orange and yellow species, the a*/b* ratio of <italic>A. arguta</italic> remained low (-0.43 to -0.21) across all four developmental stages compared to other species, however the a*/b* ratio increased with fruit maturation highlighting the increase in green hue during fruit development.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Change in flesh color of (<italic>A</italic>) <italic>arguta, (A) polygama and (A) valvata</italic>. <bold>(A)</bold> Fruit of <italic>Actinidia</italic> species at different ripening stages. <bold>(B)</bold> Chromameter measurements (a*/b* ratio) of flesh. High a*/b* ratio shows the increase in orange color intensity. Error bars represent the standard error of 10 biological replicates per developmental stage.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1213086-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Plastid development and ultrastructure in <italic>Actinidia</italic> species</title>
<p>To understand pigment variability between the three <italic>Actinidia</italic> species, microscopic analysis was conducted to visualize the type, size, development and ultrastructure of the plastids in the fruit flesh during fruit development. The flesh cells of <italic>Actinidia</italic> fruit were inspected by bright field microscopy during the four ripening stages and the ultrastructure of plastids in the ripe-colored fruit was also observed using transmission electron microscopy (TEM). All the fruit at mature green stage (S1) had chloroplasts as the primary plastid type. As the fruit matured, chromoplasts developed from chloroplasts in the yellow and orange <italic>Actinidia</italic> fruit. However, chloroplasts were the most abundant in green fruit throughout the ripening stages.</p>
<p>In <italic>A. arguta</italic> round green-colored chloroplasts were abundant across the developmental stages under bright field. Actively developing chloroplasts were observed at the earlier ripening stages (S1 and S2) with more yellow-colored plastids observed in the mature fruit (S4) (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A-D</bold>
</xref>). The yellow plastids resembled globular chromoplasts. The ultrastructure of the yellow-colored plastids in S4 was studied using TEM, and the TEM micrographs showed abundance of chloroplasts along with gerontoplasts (plastids developed from chloroplasts during senescence) in the flesh of mature green fruit. The yellow-colored globular plastids observed in the S4 are likely to be senescence associated chloroplasts. Chloroplasts are characterized by intact thylakoids with round electron dense lipid bodies, termed plastoglobules, which also accumulate carotenoids (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2E-G</bold>
</xref>). Gerontoplasts, on the other hand, are characterized by degraded thylakoid remnants and enlarged plastoglobules (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2G</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Bright-field micrographs showing plastid development in <italic>Actinidia arguta</italic> flesh across the fruit ripening stages. <bold>(A)</bold> mature-green stage (S1). <bold>(B)</bold> breaker stage (S2). <bold>(C)</bold> color-change stage (S3). <bold>(D)</bold> mature stage (S4). TEM micrographs <bold>(E-G)</bold> of <italic>A. arguta</italic> chloroplasts <bold>(E, F)</bold> and gerontoplasts <bold>(G)</bold>. <italic>arrows</italic> chloroplasts, <italic>m</italic>, mitochondria; <italic>pg</italic>, plastoglobules, and <italic>t</italic>, thylakoids.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1213086-g002.tif"/>
</fig>
<p>In the yellow <italic>A. polygama</italic> fruit flesh, green chloroplasts were visualized at S1, and at S2 the green chloroplasts appeared to have been converted into yellow chromoplasts (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>). As fruit ripening progressed, chloroplast to chromoplast transition increased thereby more immature globular chromoplasts were observed in S3 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). In the mature fruit (S4), intensely colored, globular and small crystalloid chromoplasts were predominant (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>). An increase in starch grains was also observed in S4. According to the TEM micrographs (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3E-H</bold>
</xref>) of fully mature fruit, chromoplasts were abundant in the flesh with large starch grains within the plastids. Typical large thread-like membranous structures were also visible in the chromoplasts. Round-shaped plastoglobules were also found in abundance in the chromoplasts.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Bright-field micrographs showing plastid development in <italic>Actinidia polygama</italic> flesh across the fruit ripening stages. <bold>(A)</bold> mature-green stage (S1). <bold>(B)</bold> breaker stage (S2). <bold>(C)</bold> color-change stage (S3). <bold>(D)</bold> mature stage (S4). TEM micrographs <bold>(E-H)</bold> of <italic>A. polygama</italic> chromoplasts. <italic>Arrows</italic>; (chloroplasts in <bold>A, B</bold> yellow chromoplasts in <bold>C, D</bold>), <italic>c</italic>, crystal remnants; <italic>m</italic>, mitochondria; <italic>pg</italic>, plastoglobules; <italic>SG</italic>, starch grains, and <italic>t</italic>, thylakoids.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1213086-g003.tif"/>
</fig>
<p>In the orange <italic>A. valvata</italic> fruit flesh, chromoplast development was observed at the initial ripening stage (S1) in contrast to the two <italic>Actinidia</italic> fruits where actively developing chromoplasts emerged at breaker stage of fruit development (S2) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Therefore, abundant developing chromoplasts were visualized in S1 and small spindle-shaped chromoplasts emerged from chloroplasts at S2 (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A-D</bold>
</xref>). The size and number of crystalline substructures in the chromoplasts increased as the fruit matured with long crystalline structures observed as a distinctive feature of the orange <italic>Actinidia</italic> fruit. Using TEM (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4E-G</bold>
</xref>), chromoplast ultrastructure from S4 revealed numerous electron-dense plastoglobules. In contrast to yellow <italic>Actinidia</italic>, starch grains were sparse. Altogether, differences in the plastid number and ultrastructure were evident among the three species with the orange flesh showing an accelerated chloroplast-to-chromoplast transition and increased plastid concentration. Crystalline chromoplasts were observed in both yellow and orange <italic>Actinidia</italic> fruit with chloroplasts evident in the green <italic>Actinidia</italic> fruit during the ripening.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Bright-field micrographs showing plastid development in <italic>Actinidia valvata</italic> flesh across the fruit ripening stages. <bold>(A)</bold> mature-green stage (S1). <bold>(B)</bold> breaker stage (S2). <bold>(C)</bold> color-change stage (S3). <bold>(D)</bold> mature stage (S4). TEM micrographs <bold>(E-G)</bold> of <italic>A. valvata</italic> chromoplasts. <italic>Arrows</italic> (maturing chloroplasts in <bold>A</bold> orange chromoplasts in <bold>B-D</bold>), <italic>c</italic>, crystal remnants; <italic>m</italic>, mitochondria; <italic>pg</italic>, plastoglobules; <italic>SG</italic>, starch grains; and <italic>t</italic>, thylakoids.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1213086-g004.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Changes in carotenoid and chlorophyll content in <italic>Actinidia</italic> fruit flesh and skin</title>
<p>Metabolic profiles were investigated using ultra-performance liquid chromatography (UPLC) to understand the cause of the varying fruit pigmentation (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Carotenoids and chlorophyll were extracted from the flesh of the ripening fruits. The total carotenoid concentration differed in the flesh between the three <italic>Actinidia</italic> species, however, the carotenoid profiles were similar between yellow and orange <italic>Actinidia</italic> species. In the <italic>A. arguta</italic>, lutein (ranging from 1.08 &#x3bc;g/g DW&#x2013; 0.59 &#x3bc;g/g DW) along with traces of lutein isomers, neoxanthin and violaxanthin were observed across the four ripening stages, accounting for the carotenoid profile in the green flesh (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 1</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;1</bold>
</xref>). The green <italic>A. arguta</italic> fruit could be expected to accumulate chlorophyll a and chlorophyll b during early stages of fruit maturation. Chlorophyll a and chlorophyll b were detected during the four ripening stages with high accumulation of total chlorophyll a (chlorophyll a and its derivatives) (14.67 &#x3bc;g/g DW &#x2013; 8.88 &#x3bc;g/g DW) compared to chlorophyll b (0.68 &#x3bc;g/g DW - 0.64 &#x3bc;g/g DW).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Quantification of chlorophyll and carotenoid content in the flesh of <italic>Actinidia arguta</italic> <bold>(A)</bold>, <italic>A</italic>. <italic>polygama</italic> <bold>(B)</bold>, and <italic>A</italic>. <italic>valvata</italic> <bold>(C)</bold> respectively during the four ripening stages. Carotenoids were measured as lutein equivalents. Chlorophyll a and chlorophyll b were quantified using the standard curve derived from their standards. Total chlorophyll a includes chlorophyll a and its derivatives. Pheophytin a and pheophorbide a (chlorophyll a derivatives) were quantified as chlorophyll a equivalent. The graphs show average of three biological replicates. Error bars are the SD for three biological replicates (except <italic>A</italic>. <italic>valvata</italic> S2 which had only two replicates due to lack of tissue availability).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1213086-g005.tif"/>
</fig>
<p>In the yellow <italic>Actinidia</italic> fruit (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>), the carotenoid profile at S1 stage was similar to the green <italic>A. arguta</italic> fruit at S1 stage with chloroplast-associated carotenoid lutein (4.63 &#x3bc;g/g DW) as the pre-dominant carotenoid. Neoxanthin (0.39 &#x3bc;g/g DW), violaxanthin (0.22 &#x3bc;g/g DW) and luteoxanthin (0.11 &#x3bc;g/g DW) were also observed in the S1 stage with gradual decrease in their concentration as the fruit matured. Luteoxanthin was only detected at S1 of the fruit development. This profile changed dramatically as the fruit matured with &#x3b2;-carotene replacing lutein as the pre-dominant carotenoid during fruit maturation (S2, S3, and S4). The concentration of &#x3b2;-carotene increased 3-fold from S2 to S3 of fruit ripening and ~1.5-fold from S3 to S4. Lutein isomers were observed in the initial stages of fruit ripening (S1 and S2) but were not detected in the mature stages. Total chlorophyll a (chlorophyll a and its derivatives) was detected in all four stages of fruit development however the concentration decreased as the fruit matured (56.17 &#x3bc;g/g DW &#x2013; 2.23 &#x3bc;g/g DW) and chlorophyll b was detected in S1 and S2 of fruit maturation (7.75 &#x3bc;g/g DW and 1.24 &#x3bc;g/g DW). This decrease in chlorophyll concentration was consistent with the degreening observed during fruit maturation.</p>
<p>The carotenoid profile observed for orange <italic>A. valvata</italic> fruit flesh was similar to <italic>A. polygama</italic> (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). At S1, lutein (2.34 &#x3bc;g/g DW) was the pre-dominant carotenoid found in the flesh along with traces violaxanthin (0.09 &#x3bc;g/g DW), neoxanthin (0.12 &#x3bc;g/g DW), luteoxanthin (0.12 &#x3bc;g/g DW) and lutein isomers (0.39 &#x3bc;g/g DW). As the fruit matured from S1 to S2, &#x3b2;-carotene became the pre-dominant carotenoid with its accumulation increasing ~2-fold as the fruit matures from S2 to S4 and a decrease in lutein concentration was observed. Chlorophyll b (3.60 &#x3bc;g/g DW) and total chlorophyll a (16.6 &#x3bc;g/g DW in S1 and 15.61 &#x3bc;g/g DW in S2) were detected only in the initial ripening stages (S1 and S2) of fruit maturation (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). Therefore, the difference in the flesh color phenotype could be explained by the changes in carotenoid and chlorophyll concentration during fruit ripening.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Transcript analysis of carotenoid biosynthetic pathway genes during fruit ripening stages of green <italic>A. arguta</italic> and orange <italic>A. valvata</italic>
</title>
<p>To understand the molecular basis of the contrasting phenotypic and metabolic composition between green <italic>A. arguta</italic> and orange <italic>A. valvata</italic> fruits (both tetraploid species), transcriptome profiling was conducted on the fruit flesh at different ripening stages (S1, S2, S3, and S4). A distinct variability between the two species and was observed in PCA analysis (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure&#xa0;1</bold>
</xref>). The transcript levels for the carotenoid biosynthesis pathway genes were expressed in FPKM (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;1</bold>
</xref>). Genes with significant differential expression (p &lt; 0.05) were investigated and 44 carotenoid biosynthesis pathway genes were found to be highly expressed including degradation and regulatory genes (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). Among upstream carotenoid pathway genes <italic>DXS2, GGPPS1, GGPPS3, PSY2, PDS3, Z-ISO, ZDS2</italic>, and <italic>ZDS3</italic> showed high transcript accumulation in orange <italic>A. valvata</italic> compared to green <italic>A. arguta</italic> across all four developmental stages. These genes displayed similar expression patterns with a significant increase in the expression levels from S1 (mature green) to S2 (breaker stage) in <italic>A. valvata</italic> fruit following either a subsequent increase or an abrupt decrease in the expression levels in the later stages of the fruit development.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Transcript levels of significantly expressed (p &lt; 0.05) carotenoid pathway genes from RNA-Seq analysis between orange-fleshed <italic>Actinidia valvata</italic> (AV) and green-fleshed <italic>A. arguta</italic> (AA) during four ripening stages (mature green stage, S1; breaker stage, S2; color change stage, S3; mature ripe stage, S4). The FPKM values and the accession numbers are in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;1</bold>
</xref>. The heatmap cells from left to right are AV-S1, AV-S2, AV-S3, AV-S4, AA-S1, AA-S2, AA-S3, and AA-S4. The color of the cell represents the FPKM value with green representing high expression levels and red representing low expression levels. DXS, 1-deoxy-D-xylulose-5-phosphate; DXR, 1-deoxy-D-xylulose-5-phosphate reductoisomerase; GGPPS, geranylgeranyl diphosphate synthase; PSY, phytoene synthase; PDS, phytoene desaturase; ZISO, zeta-carotene isomerase; ZDS, zeta-carotene desaturase; CRTISO, carotene isomerase; LCYE, lycopene &#x3f5;-cyclase; CYP97A, &#x3b2;-carotene hydroxylase cytochrome 450 type A; LCYB, lycopene &#x3b2;-cyclase; BCH, &#x3b2;-carotene hydroxylase; ZEP, zeaxanthin epoxidase; VDE, violaxanthin de-epoxidase; NXS, neoxanthin synthase; NCED, 9-<italic>cis</italic>-epoxycarotenoid dioxygenase; CCD, carotenoid cleavage dioxygenase; OR, orange; OR-L, orange-like; SGR, stay green; SGR-L, stay green-like.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1213086-g006.tif"/>
</fig>
<p>In contrast to the upstream carotenoid pathway genes, the downstream genes showed similar transcript profiles between the two species with low transcript accumulation across the developmental stages, with the exception of <italic>ZEP2</italic> which showed an increase in transcript levels in the green <italic>A. arguta</italic> as the fruit matured compared to <italic>A. valvata</italic>. <italic>BCH1</italic> and <italic>BCH2</italic>, on the other hand, had higher expression in <italic>A. valvata</italic> compared to <italic>A. arguta.</italic> Lycopene beta-cyclase (Acc03917) was differentially expressed (upregulated between S2 and S3), but with low expression levels (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;1</bold>
</xref>). LCYE is represented by three gene models which are generally not differentially expressed between the two species (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>).</p>
<p>Since the increase in carotenoid concentration in orange <italic>A. valvata</italic> during fruit ripening is also accompanied by de-greening (chlorophyll degradation), expression levels of chlorophyll synthesis and degradation genes were investigated in the transcriptomic data. The genes associated with chlorophyll synthesis and degradation that were significantly expressed (p &lt;0.05) are summarized in (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) along with their FPKM values. During the transition from the mature green stage (S1) to the breaker stage (S2) in orange <italic>A. valvata</italic> the genes associated with chlorophyll synthesis are downregulated accompanied by an upregulation in genes associated with chlorophyll degradation. On the other hand, a contrasting gene expression pattern was observed in the green <italic>A. arguta</italic> during fruit ripening. This suggested continuous chlorophyll synthesis during <italic>A. arguta</italic> fruit maturation while in <italic>A. valvata</italic> chlorophyll synthesis decreases from S1 to S2 in orange fruit accompanied by rapid chlorophyll degradation, therefore unmasking the orange pigmentation conferred by carotenoid accumulation.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Transcript level (FPKM values) of genes associated with chlorophyll synthesis and degradation in <italic>Actinidia valvata</italic> (AV) and <italic>A. arguta</italic> (AA) during fruit development.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Accession number</th>
<th valign="top" align="left">Gene name</th>
<th valign="top" align="left">Gene</th>
<th valign="top" align="left">Function</th>
<th valign="top" align="left">AV-S1</th>
<th valign="top" align="left">AV-S2</th>
<th valign="top" align="left">AV-S3</th>
<th valign="top" align="left">AV-S4</th>
<th valign="top" align="left">AA-S1</th>
<th valign="top" align="left">AA-S2</th>
<th valign="top" align="left">AA-S3</th>
<th valign="top" align="left">AA-S4</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Acc08661</td>
<td valign="top" align="left">Chlorophyll synthase</td>
<td valign="top" align="left">
<italic>CLS</italic>
</td>
<td valign="top" align="left">Chlorophyll synthesis</td>
<td valign="top" align="left">30.2</td>
<td valign="top" align="left">42.1</td>
<td valign="top" align="left">52.0</td>
<td valign="top" align="left">51.2</td>
<td valign="top" align="left">10.5</td>
<td valign="top" align="left">6.3</td>
<td valign="top" align="left">1.4</td>
<td valign="top" align="left">0.7</td>
</tr>
<tr>
<td valign="top" align="left">Acc06173</td>
<td valign="top" align="left">Photosystem I chlorophyll a/b binding protein 2</td>
<td valign="top" align="left">
<italic>LHCA2</italic>
</td>
<td valign="top" align="left">Chlorophyll synthesis</td>
<td valign="top" align="left">32.6</td>
<td valign="top" align="left">1.0</td>
<td valign="top" align="left">3.0</td>
<td valign="top" align="left">2.4</td>
<td valign="top" align="left">117.5</td>
<td valign="top" align="left">154.4</td>
<td valign="top" align="left">35.3</td>
<td valign="top" align="left">12.0</td>
</tr>
<tr>
<td valign="top" align="left">Acc06486</td>
<td valign="top" align="left">Chlorophyll b binding protein 3</td>
<td valign="top" align="left">
<italic>LHCII CAB-3</italic>
</td>
<td valign="top" align="left">Chlorophyll synthesis</td>
<td valign="top" align="left">28.4</td>
<td valign="top" align="left">0.0</td>
<td valign="top" align="left">0.2</td>
<td valign="top" align="left">0.2</td>
<td valign="top" align="left">62.8</td>
<td valign="top" align="left">50.5</td>
<td valign="top" align="left">12.0</td>
<td valign="top" align="left">7.5</td>
</tr>
<tr>
<td valign="top" align="left">Acc06487</td>
<td valign="top" align="left">Chlorophyll a-b binding protein 3</td>
<td valign="top" align="left">
<italic>LHCII CAB-3</italic>
</td>
<td valign="top" align="left">Chlorophyll synthesis</td>
<td valign="top" align="left">54.1</td>
<td valign="top" align="left">0.0</td>
<td valign="top" align="left">0.1</td>
<td valign="top" align="left">0.1</td>
<td valign="top" align="left">121.6</td>
<td valign="top" align="left">163.4</td>
<td valign="top" align="left">36.5</td>
<td valign="top" align="left">14.3</td>
</tr>
<tr>
<td valign="top" align="left">Acc08260</td>
<td valign="top" align="left">Chlorophyll a-b binding protein 7</td>
<td valign="top" align="left">
<italic>CAB7</italic>
</td>
<td valign="top" align="left">Chlorophyll synthesis</td>
<td valign="top" align="left">236.4</td>
<td valign="top" align="left">27.2</td>
<td valign="top" align="left">31.2</td>
<td valign="top" align="left">23.1</td>
<td valign="top" align="left">574.7</td>
<td valign="top" align="left">702.7</td>
<td valign="top" align="left">173.5</td>
<td valign="top" align="left">57.4</td>
</tr>
<tr>
<td valign="top" align="left">Acc10327</td>
<td valign="top" align="left">Red chlorophyll catabolite reductase</td>
<td valign="top" align="left">
<italic>RCCR</italic>
</td>
<td valign="top" align="left">Chlorophyll degradation</td>
<td valign="top" align="left">61.0</td>
<td valign="top" align="left">181.9</td>
<td valign="top" align="left">499.4</td>
<td valign="top" align="left">532.9</td>
<td valign="top" align="left">36.1</td>
<td valign="top" align="left">28.8</td>
<td valign="top" align="left">29.7</td>
<td valign="top" align="left">35.4</td>
</tr>
<tr>
<td valign="top" align="left">Acc13085</td>
<td valign="top" align="left">Chlorophyllide b reductase NYC1/Non-yellow coloring 1</td>
<td valign="top" align="left">
<italic>NYC1</italic>
</td>
<td valign="top" align="left">Chlorophyll degradation</td>
<td valign="top" align="left">11.2</td>
<td valign="top" align="left">148.5</td>
<td valign="top" align="left">20.9</td>
<td valign="top" align="left">17.4</td>
<td valign="top" align="left">66.9</td>
<td valign="top" align="left">97.1</td>
<td valign="top" align="left">69.6</td>
<td valign="top" align="left">63.2</td>
</tr>
<tr>
<td valign="top" align="left">Acc18283</td>
<td valign="top" align="left">Chlorophyll a-b binding protein 4</td>
<td valign="top" align="left">
<italic>CAB4</italic>
</td>
<td valign="top" align="left">Chlorophyll synthesis</td>
<td valign="top" align="left">14.6</td>
<td valign="top" align="left">0.1</td>
<td valign="top" align="left">0.1</td>
<td valign="top" align="left">0.1</td>
<td valign="top" align="left">98.7</td>
<td valign="top" align="left">191.0</td>
<td valign="top" align="left">55.8</td>
<td valign="top" align="left">17.0</td>
</tr>
<tr>
<th valign="top" colspan="12" align="left">Plastid development</th>
</tr>
<tr>
<td valign="top" align="left">Acc09726</td>
<td valign="top" align="left">Fibrillin 1B</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">689.4</td>
<td valign="top" align="left">5905.4</td>
<td valign="top" align="left">12825.1</td>
<td valign="top" align="left">14465.6</td>
<td valign="top" align="left">1033.4</td>
<td valign="top" align="left">1200.9</td>
<td valign="top" align="left">1109.2</td>
<td valign="top" align="left">880.2</td>
</tr>
<tr>
<td valign="top" align="left">Acc20301</td>
<td valign="top" align="left">Fibrillin 11</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">15.9</td>
<td valign="top" align="left">20.6</td>
<td valign="top" align="left">24.2</td>
<td valign="top" align="left">27.2</td>
<td valign="top" align="left">27.9</td>
<td valign="top" align="left">9.7</td>
<td valign="top" align="left">16.5</td>
<td valign="top" align="left">11.3</td>
</tr>
<tr>
<td valign="top" align="left">Acc29026</td>
<td valign="top" align="left">Fibrillin</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">15.9</td>
<td valign="top" align="left">22.3</td>
<td valign="top" align="left">37.6</td>
<td valign="top" align="left">39.4</td>
<td valign="top" align="left">7.0</td>
<td valign="top" align="left">8.6</td>
<td valign="top" align="left">4.5</td>
<td valign="top" align="left">4.6</td>
</tr>
<tr>
<td valign="top" align="left">Acc29454</td>
<td valign="top" align="left">Fibrillin 2</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">31.9</td>
<td valign="top" align="left">11.7</td>
<td valign="top" align="left">19.4</td>
<td valign="top" align="left">16.4</td>
<td valign="top" align="left">53.6</td>
<td valign="top" align="left">43.6</td>
<td valign="top" align="left">47.0</td>
<td valign="top" align="left">42.9</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>There are several enzymes that regulate carotenoid biosynthesis, and then affect carotenoid profile and concentration in plant tissues. The expression levels of regulatory enzymes such as <italic>ORANGE</italic> (<italic>OR</italic>)<italic>, OR-LIKE</italic> (<italic>OR-L</italic>)<italic>, STAY-GREEN</italic> (<italic>SGR</italic>), and <italic>STAY-GREEN LIKE</italic> (<italic>SGR-L</italic>) were investigated in the transcriptomic data (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;1</bold>
</xref>). The <italic>OR</italic> gene regulates <italic>PSY</italic> post-transcriptionally and post-translationally, thereby stabilizing PSY protein and increasing carotenoid concentration (<xref ref-type="bibr" rid="B72">Park et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B96">Sun et&#xa0;al., 2020</xref>). The expression of three <italic>OR</italic> genes was detected in the transcriptome with <italic>OR2</italic> exhibiting the highest transcript accumulation in <italic>A. valvata</italic> compared to <italic>A. arguta.</italic> The expression levels increased from S1 to S2 in both species. <italic>FIBRILLIN</italic>, another gene associated with plastid morphology was also investigated (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Significantly high transcript levels were observed in <italic>A. valvata</italic> compared to <italic>A. arguta</italic> (which also accumulated high transcript levels) with a consistent increase in transcript accumulation in <italic>A. valvata</italic> during fruit ripening whereas in <italic>A. arguta</italic> a reverse trend was observed. Due to rapid de-greening during the early stages of <italic>A. valvata</italic> fruit maturation, <italic>STAY-GREEN</italic> (<italic>SGR</italic>) genes associated with the regulation of chlorophyll degradation during senescence were also investigated (<xref ref-type="bibr" rid="B77">Pilkington et&#xa0;al., 2012</xref>). Two <italic>STAY-GREEN</italic> genes, <italic>SGR1</italic> and <italic>SGR2</italic> showed a significant increase in expression level in <italic>A. valvata</italic> from the mature green stage (<xref ref-type="supplementary-material" rid="SM1">
<bold>S1</bold>
</xref>) to the breaker stage (S2) with an abrupt decrease in later stages of development (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;1</bold>
</xref>). In contrast, lower transcript levels were detected in <italic>A. arguta</italic> across all four developmental stages. Similarly, two <italic>STAY-GREEN LIKE</italic> genes (<italic>SGR-L1</italic> and <italic>SGR-L3</italic>) showed similar expression patterns as <italic>SGR</italic> genes. Therefore, the increase in the expression levels of upstream carotenoid pathway genes in orange <italic>A. valvata</italic> compared to <italic>A. arguta</italic> and the similar upregulation of enzymes associated with de-greening and carotenoid accumulation in <italic>A. valvata</italic> are consistent with the contrasting metabolic phenotypes of these two <italic>Actinidia</italic> species.</p>
<p>Differential expression analysis was also conducted to identify the differentially expressed genes between the two species across the four developmental stages. A total of 6948 genes were consistently downregulated and 744 genes were upregulated across the four developmental stages between <italic>A. valvata</italic> and <italic>A. arguta</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 3</bold>
</xref>). Carotenoid pathway genes such as <italic>DXS2, PSY2, PDS3, BCH1, BCH2, SGR1, SGR2</italic>, <italic>SGR-L1</italic>, and <italic>FIBRILLIN</italic> were identified as upregulated DEGs as they had high expression levels from S2 to S3 in <italic>A. valvata</italic> (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 3</bold>
</xref>). GO enrichment analysis was performed on the upregulated (744) and downregulated (6948) DEGs, focusing the analysis on the Biological Process (BP) domain (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 4</bold>
</xref>). The analysis revealed significant (<italic>p-</italic>values &lt; 0.05) enrichment of GO terms, with GO terms such as &#x2018;pigment metabolic process&#x2019;, &#x2018;chloroplast organization&#x2019; &#x2018;photosynthesis&#x2019;, &#x2018;carotenoid metabolic process&#x2019;, and &#x2018;tetraterpenoid metabolic process&#x2019; being enriched for downregulated genes. Similarly, for upregulated DEGs, the GO terms enriched were associated with regulation such as &#x2018;regulation of isoprenoid metabolic process&#x2019; and &#x2018;regulation of abscisic acid biosynthetic process&#x2019; (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 4</bold>
</xref>).</p>
<p>To ascertain how transcript abundance of carotenoid pathway genes explain the concentration of &#x3b2;-carotene concentration in <italic>A. valvata</italic>, a Pearson&#x2019;s correlation analysis was conducted between the expression levels of carotenoid pathway genes, chlorophyll degradation associated genes, <italic>FIBRILLIN</italic> (associated with plastid development) and total &#x3b2;-carotene concentration (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;2</bold>
</xref>). A strong positive correlation was found between <italic>DXR1</italic> and &#x3b2;-carotene concentration (<italic>r =</italic> 0.79). Alternatively, <italic>ZEP2</italic> (<italic>r =</italic> -0.99) and <italic>NCED4</italic> (<italic>r =</italic> -0.97) were negatively correlated with &#x3b2;-carotene concentration. <italic>RCCR</italic>, a gene associated with chlorophyll degradation, has a significant positive correlation with &#x3b2;-carotene concentration (<italic>r</italic> = 0.95, p &lt; 0.05) indicating a decrease in chlorophyll is accompanied by an increase in carotenoid concentration. &#x3b2;-carotene and <italic>FIBRILLIN</italic> displayed a significant positive correlation (<italic>r =</italic> 0.98, p &lt; 0.05).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Chromoplast biogenesis during fruit ripening</title>
<p>Carotenogenesis occurs in pigment-accumulating plastids (chloroplasts and chromoplasts) (<xref ref-type="bibr" rid="B49">Li and Yuan, 2013</xref>). Factors that impact the final concentration of carotenoids in any plant tissue are synthesis, degradation and sequestration into these plastids (<xref ref-type="bibr" rid="B1000">Ampomah-Dwamena et&#xa0;al., 2012</xref>). During fruit ripening, chloroplast-to-chromoplast transition accompanies chlorophyll degradation, dismantling of thylakoids, and an increase in carotenoid accumulation as the fruit matures, thereby influencing their final appearance (<xref ref-type="bibr" rid="B88">Schweiggert et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B84">Schaeffer et&#xa0;al., 2017</xref>). Chloroplasts are photosynthetically active plastids which synthesize and accumulate xanthophylls such as lutein, violaxanthin, zeaxanthin and antheraxanthin (<xref ref-type="bibr" rid="B39">Joyard et&#xa0;al., 2009</xref>). In contrast, chromoplasts are photosynthetically inactive and have larger carotenoid sequestration capacity in plant tissues, therefore, are responsible for the coloration of non-photosynthetic tissues (fruits, vegetables and flowers) (<xref ref-type="bibr" rid="B86">Schweiggert and Carle, 2017</xref>; <xref ref-type="bibr" rid="B14">Choi et&#xa0;al., 2021</xref>). Several comparative studies, such as in <italic>Capsicum annuum</italic> (<xref ref-type="bibr" rid="B43">Kilcrease et&#xa0;al., 2013</xref>), <italic>Physalis</italic> (<xref ref-type="bibr" rid="B101">Wen et&#xa0;al., 2020</xref>), watermelon (<xref ref-type="bibr" rid="B110">Zhang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B24">Fang et&#xa0;al., 2020</xref>), and papaya (<xref ref-type="bibr" rid="B88">Schweiggert et&#xa0;al., 2011</xref>), reveal the diversification of chromoplasts across species is associated with the carotenoid composition and concentration. In this study we aimed to understand the plastid diversity in green-fleshed <italic>A. arguta</italic>, yellow-fleshed <italic>A. polygama</italic>, and orange-fleshed <italic>A. valvata</italic>. Bright-field microscopy was conducted to visualize the plastid development during fruit maturation and TEM of the mature ripe fruit revealed the ultrastructural similarities/differences between the plastids.</p>
<p>During fruit maturation morphological changes in the plastids determine the fruit maturity along with degradation of chlorophyll and increase of carotenoid content. In mature tomato fruit, chromoplasts are found in abundance and are derived from chloroplasts found in the immature green stage of fruit development (<xref ref-type="bibr" rid="B15">Coyago-Cruz et&#xa0;al., 2019</xref>). However, in papaya, chromoplasts are derived from proplastids (colorless). Similarly, in sweet oranges, chromoplasts occur due to amyloplast differentiation (<xref ref-type="bibr" rid="B109">Zeng et&#xa0;al., 2015</xref>). Chloroplasts were present in the mature green stage (S1) of all the three <italic>Actinidia</italic> species investigated, suggesting a chloroplast to chromoplast transition during fruit ripening. Chloroplasts were retained in green fleshed <italic>A. arguta</italic> fruit throughout the four ripening stages (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A-D</bold>
</xref>). As the fruit ripened, globular, yellow-colored structures were also observed in <italic>A. arguta</italic> fruit along with green chloroplasts. TEM micrographs of the mature fruit flesh suggested the yellow-colored globular structures were senescence associated gerontoplasts plastids derived from chloroplasts (<xref ref-type="bibr" rid="B51">Ling et&#xa0;al., 2021</xref>). We found the plastids retained chloroplastic features such as intact thylakoid membranes stacked together into grana along with electron-dense round plastoglobules, that are lipid dense substructures involved in carotenoid sequestration (<xref ref-type="bibr" rid="B9">Brehelin and Kessler, 2008</xref>). However, extensive structural changes were observed in gerontoplasts (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2G</bold>
</xref>) such as degrading thylakoid membranes and enlarged plastoglobules that accumulate xanthophyll esters (<xref ref-type="bibr" rid="B1001">Mulisch and Krupinska, 2013</xref>; <xref ref-type="bibr" rid="B83">Sadali et&#xa0;al., 2019</xref>).</p>
<p>Yellow-fleshed <italic>A. polygama</italic> and orange-fleshed <italic>A. valvata</italic> showed variability in terms of chromoplast type, size and number. Based on the carotenoid sequestering substructures present in chromoplasts, they can be classified into globular, tubular, crystalline, and reticuloglobular chromoplasts (<xref ref-type="bibr" rid="B23">Egea et&#xa0;al., 2010</xref>). Both yellow and orange <italic>Actinidia</italic> fruit had chloroplasts in the green stage (S1) of fruit development. In yellow <italic>A. polygama</italic> fruit, actively dividing chloroplasts coincided with breaker stage (S2) and as the fruit matured, globular and small crystal bodies were observed (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A-D</bold>
</xref>). It should be noted that more than one type of carotenoid sequestering substructure can be found in chromoplasts (<xref ref-type="bibr" rid="B83">Sadali et&#xa0;al., 2019</xref>). Globular chromoplasts have plastoglobules as the sequestration substructures (<xref ref-type="bibr" rid="B83">Sadali et&#xa0;al., 2019</xref>) and accumulate lutein in yellow <italic>A. chinensis</italic> (<xref ref-type="bibr" rid="B66">Montefiori et&#xa0;al., 2009</xref>), &#x3b2;-carotene in mango (<xref ref-type="bibr" rid="B97">V&#xe1;squez-Caicedo et&#xa0;al., 2006</xref>), &#x3b2;-cryptoxanthin in papaya (<xref ref-type="bibr" rid="B87">Schweiggert et&#xa0;al., 2012</xref>). Crystalline chromoplasts accumulate &#x3b2;-carotene crystals in carrots and lycopene in tomato (<xref ref-type="bibr" rid="B46">Kim et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B87">Schweiggert et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B105">Yazdani et&#xa0;al., 2018</xref>). Therefore, presence of globular and crystalline chromoplasts in yellow <italic>A. polygama</italic> fruit suggests the yellow pigmentation could be due to the accumulation of &#x3b2;-carotene or xanthophylls. Similarly, large, orange-colored crystals resembling tomato lycopene crystals (<xref ref-type="bibr" rid="B87">Schweiggert et&#xa0;al., 2012</xref>) were observed in orange <italic>A. valvata</italic> fruit. The chloro-to-chromoplast transition was observed in green stage (S1) of the fruit with crystalline substructures found in the breaker (S2) stage coinciding with the dramatic color change (a*/b* ratio). As the fruit matured the size and number of the crystalline chromoplasts increased in later stages of fruit development (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A-D</bold>
</xref>). This suggests pigment intensity varies in correlation with plastid type and size along with the substructures present in the plastids.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Differences in the carotenoid profile and content in Actinidia fruit</title>
<p>The color of the fruit is one of the important agronomic traits which influences consumer preference and is an indicator of fruit maturity. Changes in kiwifruit pigmentation are an indicator of fruit ripening which is associated with degradation of chlorophyll and accumulation of anthocyanins and carotenoids (<xref ref-type="bibr" rid="B66">Montefiori et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B67">Montefiori et&#xa0;al., 2009a</xref>). The evident change in the fruit color in <italic>A. valvata</italic> and <italic>A. polygama</italic> during fruit ripening was associated with de-greening and increase in carotenoid levels in fruit skin and flesh. Metabolic analysis of the three species showed the orange <italic>A. valvata</italic> fruit accumulated higher levels of carotenoids compared to yellow <italic>A. polygama</italic> fruit. In the mature green stage (S1), chloroplast- associated carotenoids were observed in all the three fruits, with lutein being the pre-dominant carotenoid accumulated in the green stage (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Total chlorophyll a (chlorophyll a and its derivatives) and chlorophyll b were also detected in the flesh of the three species during the S1 stage. Dramatic changes in pigment profile were observed during S2 stage where a shift in metabolic profile was observed in the yellow <italic>A. polygama</italic> and orange <italic>A. valvata</italic> fruit, with elevation of &#x3b2;-carotene concentration accompanied by the decrease in lutein (<xref ref-type="bibr" rid="B59">McGhie and Ainge, 2002</xref>). With advancing ripeness, a large increase in the &#x3b2;-carotene levels was observed in the yellow and orange fruit flesh. Traces of violaxanthin were detected in the all the fruit maturation stages of <italic>A. valvata</italic> and initial ripening stages of <italic>A. polygama</italic> (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5B, C</bold>
</xref>). The decrease in violaxanthin and neoxanthin production as the fruit ripened accompanied by the increase in &#x3b2;-carotene in <italic>A. polygama</italic> and <italic>A. valvata</italic> suggests a &#x2018;block&#x2019; in the pathway downstream of &#x3b2;-carotene thereby facilitating accumulation of high levels of &#x3b2;-carotene (<xref ref-type="bibr" rid="B95">Sun et&#xa0;al., 2018</xref>). <xref ref-type="bibr" rid="B11">Chayut et&#xa0;al. (2017)</xref> reported the role of the &#x2018;golden SNP&#x2019; (altering arginine to histidine) in <italic>OR</italic> gene inhibits &#x3b2;-carotene turnover thereby creating a &#x2018;block&#x2019; in the pathway and increasing &#x3b2;-carotene accumulation in orange melon. The qualitative profile of yellow and orange <italic>Actinidia</italic> fruit was similar, therefore, the difference in the fruit color could be attributed to the differences in the &#x3b2;-carotene concentration which was 1.2-fold higher in orange <italic>A. valvata</italic> fruit compared to yellow <italic>A. polygama</italic> at the ripe stage  (S4). Chlorophylls and their derivatives were detected in high concentrations in early stages in <italic>A. valvata</italic> and across the four ripening stages in <italic>A. polygama</italic>. Chlorophyll b is converted to chlorophyll a which is then converted to pheophytin a by a metal chelating substance (MCS) during chlorophyll breakdown (<xref ref-type="bibr" rid="B77">Pilkington et&#xa0;al., 2012</xref>). High concentration of total chlorophyll a (chlorophyll and its derivatives) was observed only in the initial ripening stages (S1 and S2) of <italic>A. valvata</italic> fruit (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>), suggesting rapid chlorophyll turnover during initial fruit developmental stages accompanied by a significant increase in carotenoid accumulation, therefore unmasking the carotenoid pigmentation at the early ripening stages in orange <italic>Actinidia</italic> fruit (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>).</p>
<p>The green <italic>A. arguta</italic> fruit accumulated pre-dominantly chloroplast-associated carotenoid, lutein in the flesh with traces of lutein isomers, violaxanthin, and neoxanthin during fruit ripening (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). Total chlorophyll a (chlorophyll a and derivatives) was found to be the most abundant pigment in green <italic>Actinidia</italic> fruit and were detected during all the four ripening stages (a contrast from orange <italic>Actinidia</italic>) suggesting the presence of chlorophylls and their derivatives contribute to the green flesh phenotype of <italic>A. arguta</italic>. The increase in green hue (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) in <italic>A. arguta</italic> during fruit maturation could be linked to a high accumulation of chlorophylls and their derivatives for instance, olive-brown colored pigments (pheophytins) or other colorless catabolites (<xref ref-type="bibr" rid="B85">Schelbert et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B50">Li et&#xa0;al., 2018</xref>). The high accumulation of chlorophyll derivatives (primarily pheophytin a) were present in fairly high concentrations in <italic>Actinidia</italic> fruits and could be linked to the increased in chlorophyll degradation due to low pH conditions during pigment extraction. The variation in carotenoid profile and concentration in <italic>Actinidia</italic> fruit could be linked to differential carotenogenesis and variability in carotenoid sequestration.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Transcriptomic changes reveal the role of upstream carotenoid pathway genes in orange <italic>A. valvata</italic>
</title>
<p>A comparative transcriptomic analysis identified key carotenoid pathway genes regulating higher carotenoid levels in orange <italic>A. valvata</italic>. In this study, 44 carotenoid pathway genes were significantly differentially expressed (p &lt;0.05) between the two species with high expression levels. The changes in their expression levels (FPKM) between <italic>A. valvata</italic> and <italic>A. arguta</italic> are summarized in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;1</bold>
</xref>). The upstream genes which encode enzymes that are responsible for the substrate flux towards the downstream branches showed higher expression levels in orange <italic>A. valvata</italic>. In contrast, the downstream genes exhibited similar expression profiles between <italic>A. valvata</italic> and <italic>A. arguta</italic> across the four developmental stages. High transcript levels (FPKM) for <italic>DXS2, GGPPS1, GGPPS3, PSY2, PDS3, ZISO, ZDS3, BCH1</italic> and <italic>BCH2</italic> (downstream of &#x3b2;-carotene) were quantified in <italic>A. valvata</italic> compared to <italic>A. arguta</italic> across all the four developmental stages with a dramatic increase in transcript levels from green stage (S1) to breaker stage (S2) of the fruit development. The two precursors, i.e. isopentenyl diphosphate (IPP) and dimethylallyl diphosphate (DMAPP), of carotenoid biosynthesis pathway are derived from methylerythritol 4-phosphate (MEP) due to a series of reactions catalysed by 1-deoxy-D-xylulose 5-phosphate synthase (<italic>DXS</italic>) and 1-deoxy-D-xylulose 5-phosphate reductoisomerase (<italic>DXR</italic>) (<xref ref-type="bibr" rid="B82">Rodr&#x3af;guez-Concepci&#xf3;n, 2010</xref>). Therefore, these two genes are important in producing the primary substrate for the synthesis of downstream carotenoids. <italic>DXS</italic> catalyzes the rate-limiting step of the MEP pathway and controls carotenoid biosynthesis in tomato (<xref ref-type="bibr" rid="B52">Lois et&#xa0;al., 2000</xref>), carrot (<xref ref-type="bibr" rid="B90">Simpson et&#xa0;al., 2016</xref>), potato (<xref ref-type="bibr" rid="B34">Henriquez et&#xa0;al., 2016</xref>), and rice (<xref ref-type="bibr" rid="B106">You et&#xa0;al., 2020</xref>) therefore, influencing carotenoid concentration by providing primary substrate for carotenoid biosynthesis. Three molecules of IPP and one molecule of DMAPP due to geranylgeranyl diphosphate synthase (<italic>GGPPS</italic>) activity produce geranylgeranyl diphosphate (GGPP) which is also a substrate for other isoprenoids (<xref ref-type="bibr" rid="B95">Sun et&#xa0;al., 2018</xref>). Overexpression of sweet potato GGPPS in <italic>Arabidopsis thaliana</italic> increased carotenoid concentration in transgenic lines (<xref ref-type="bibr" rid="B13">Chen et&#xa0;al., 2015</xref>). Directing the flux (GGPP) towards carotenogenesis is the key known function of <italic>PSY</italic> gene (<xref ref-type="bibr" rid="B10">Camagna et&#xa0;al., 2019</xref>). Phytoene synthase (<italic>PSY</italic>) regulates the rate-limiting step of carotenogenesis in most of the plant species and its function in increasing carotenoid levels in tomato (<xref ref-type="bibr" rid="B29">Giorio et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B22">Efremov et&#xa0;al., 2020</xref>), watermelon (<xref ref-type="bibr" rid="B103">Wu et&#xa0;al., 2020</xref>), loquat (<xref ref-type="bibr" rid="B27">Fu et&#xa0;al., 2014</xref>), maize (<xref ref-type="bibr" rid="B48">Li et&#xa0;al., 2008</xref>), banana (<xref ref-type="bibr" rid="B19">Dhandapani et&#xa0;al., 2017</xref>), apple (<xref ref-type="bibr" rid="B2">Ampomah-Dwamena et&#xa0;al., 2015</xref>) has been extensively studied. Overexpression of <italic>PSY</italic> gene leads to an increase in carotenoid concentration in several plant species whereas low expression levels result in a decrease in carotenoid content (<xref ref-type="bibr" rid="B22">Efremov et&#xa0;al., 2020</xref>). Therefore, the high expression level of <italic>PSY2</italic> in <italic>A. valvata</italic> may account for the high carotenoid levels in the fruit flesh. Similarly, overexpression of <italic>PDS</italic> has been associated with enhanced carotenoid production in tomato (<xref ref-type="bibr" rid="B60">McQuinn et&#xa0;al., 2017</xref>) whereas <italic>Arabidopsis pds</italic> mutant produces albino phenotype (<xref ref-type="bibr" rid="B80">Qin et&#xa0;al., 2007</xref>). Another, major carotenoid pathway gene that catalyses the hydroxylation of &#x3b2;-carotene are &#x3b2;-carotene hydroxylase (<italic>BCH1</italic> and <italic>BCH2</italic>), resulting in the production of zeaxanthin with &#x3b2;-cryptoxanthin as mono-hydroxylated intermediate (<xref ref-type="bibr" rid="B17">DellaPenna and Pogson, 2006</xref>; <xref ref-type="bibr" rid="B16">D&#x2019;Ambrosio et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B93">Song et&#xa0;al., 2021</xref>). However, the higher expression level of <italic>BCH1</italic> and <italic>BCH2</italic> in orange <italic>A. valvata</italic> contradicts the high accumulation of &#x3b2;-carotene, thus indicating a more complex regulatory network in <italic>A. valvata</italic> that facilitates high &#x3b2;-carotene accumulation. This large increase in transcript levels of upstream pathway genes from S1 to S2 in <italic>A. valvata</italic> coincided with a significant increase in &#x3b2;-carotene concentration. Thus, the upregulation of upstream pathway genes could be directing the flux towards the synthesis of downstream carotenes and xanthophylls, thereby increasing carotenoid concentration in orange <italic>A. valvata.</italic> Interestingly, 8 DEGs were identified to be involved in carotenoid and chlorophyll biosynthesis pathway. Among these were <italic>DXS2, PSY2, PDS3, BCH1</italic>, and <italic>BCH2</italic> along with chlorophyll degradation genes (<italic>SGR1, SGR2</italic>, and <italic>SGR-L1</italic>) along with plastid development genes, such as <italic>ORANGE (OR2)</italic> and <italic>FIBRILLIN.</italic> GO enrichment analysis revealed significant enrichment of GO terms associated with metabolic processes and their regulation, suggesting the involvement of other genes such as transcription factors (TFs) in the regulation of carotenogenesis in orange <italic>A. valvata</italic>. Although key genes involved in carotenogenesis in <italic>A. valvata</italic> have been identified, their regulation and functionality need to be further investigated and verified.</p>
<p>Correlation analysis was performed between gene expression levels and total &#x3b2;-carotene concentration in <italic>A. valvata</italic> to identify the key pathway genes that may be regulating the orange phenotype (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;2</bold>
</xref>). No significant positive correlation (with the exception of <italic>DXR1</italic>) was observed between expression levels of upstream carotenoid pathway genes and &#x3b2;-carotene concentration. High transcript levels of <italic>DXR1</italic> were found in <italic>A. valvata</italic> but the expression levels were higher in <italic>A. arguta</italic>, suggesting increased carotenoid accumulation in <italic>A. valvata</italic> could not be linked to high <italic>DXR1</italic> expression levels. Similarly, no significant negative correlation (except <italic>BCH1</italic> and <italic>SGR1</italic>) was observed between the downstream pathway genes and &#x3b2;-carotene explaining an inverse relationship between the two variables. BCH enzyme catalyses the hydroxylation of &#x3b2;-carotene to zeaxanthin with &#x3b2;-cryptoxanthin as the intermediate. Therefore, a negative correlation explains the potential role of <italic>BCH</italic> in facilitating accumulation of &#x3b2;-carotene in <italic>A. valvata</italic> (<xref ref-type="bibr" rid="B104">Xia et&#xa0;al., 2022</xref>). The lack of correlation between many carotenoid biosynthetic gene transcript levels and &#x3b2;-carotene accumulation in <italic>A. valvata</italic> could also be attributed differences in protein sequence between the different species. Therefore, high gene expression of the pathway genes may not be the primary reason contributing to higher carotenoid accumulation in <italic>A. valvata</italic> fruit.</p>
<p>As <italic>A. arguta</italic> retains its green phenotype during fruit ripening whereas in <italic>A. valvata</italic> chlorophyll degradation begins during breaker stage (S2) with a complete loss of chlorophyll in the later stages of fruit ripening, we investigated genes associated with chlorophyll synthesis and degradation in the transcriptomic data (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The transcript levels of genes associated with chlorophyll biosynthesis reduced significantly in orange <italic>A. valvata</italic> fruit during fruit development whereas upregulation of chlorophyll synthesis genes was observed during ripening in <italic>A. arguta</italic> fruit. In contrast to chlorophyll biosynthetic genes, genes associated with chlorophyll degradation red chlorophyll catabolite reductase (<italic>RCCR</italic>), non-yellow coloring 1 (<italic>NYC1</italic>) along with stay-green (<italic>SGR1</italic> and <italic>SGR2</italic>) and stay-green-like (<italic>SGR-L1</italic> and <italic>SGR-L3</italic>) were upregulated in <italic>A. valvata</italic>, while their transcript levels were lower in green <italic>A. arguta</italic>. <italic>SGR</italic> genes have been associated with chlorophyll catabolism in <italic>A. chinensis</italic> (<xref ref-type="bibr" rid="B77">Pilkington et&#xa0;al., 2012</xref>) which possesses a yellow phenotype. The SGR protein catabolizes chlorophyll by disrupting the light-harvesting chlorophyll a-b binding complex (LHCP) composed of chlorophyll a-b binding proteins (<xref ref-type="bibr" rid="B74">Park et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B76">Peng et&#xa0;al., 2013</xref>). Therefore, upregulation of chlorophyll-degrading genes may be regulating the orange phenotype of <italic>A. valvata</italic> as de-greening unmasks the carotenoid pigments in fruit. Alternatively, downregulation of chlorophyll catabolism genes in green <italic>A. arguta</italic> may be delaying the de-greening process during fruit ripening accompanied by downregulation of carotenoid biosynthesis genes. SGR protein has been shown to negatively regulate <italic>PSY</italic> by directly interacting with PSY and inhibiting carotenoid accumulation in tomato (<xref ref-type="bibr" rid="B55">Luo et&#xa0;al., 2013</xref>). Pearson&#x2019;s correlation analysis shows a significant inverse relationship between &#x3b2;-carotene concentration and <italic>SGR1</italic> (<italic>r=</italic> -0.81; <italic>p&lt;</italic> 0.05) transcript levels in <italic>A. valvata</italic>, indicating a potential regulatory role of SGR in &#x3b2;-carotene accumulation (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;2</bold>
</xref>).</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Role of ORANGE and FIBRILLIN in regulating plastid biogenesis</title>
<p>The differences in metabolic profile and concentration between the three <italic>Actinidia</italic> species can also be attributed to the morphological differences between the plastids, as well as their number. The role of <italic>ORANGE</italic> (<italic>OR</italic>) gene in plastid development has been extensively studied in various model plant systems. OR has a dual function in influencing carotenoid concentration. The OR protein is a DnaJ-like zinc finger protein which is involved in posttranscriptional and posttranslational regulation of PSY protein. It prevents PSY protein misfolding and aggregating, thereby stabilizing PSY protein which in turn leads to an increase in carotenoid concentration (<xref ref-type="bibr" rid="B113">Zhou et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B72">Park et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B100">Welsch et&#xa0;al., 2018</xref>). It has also been associated with expanding sink capacity (<xref ref-type="bibr" rid="B95">Sun et&#xa0;al., 2018</xref>). The naturally occurring melon OR-His (with a histidine instead of arginine in the active binding site of the protein) regulates chromoplast size and number by binding to a plastid division factor (ARC3), thus interfering its interaction with another plastid division factor (PARC6), to impair binary fission of chromoplast (<xref ref-type="bibr" rid="B96">Sun et&#xa0;al., 2020</xref>). High expression levels of <italic>OR2</italic> gene in <italic>A. valvata</italic> may be responsible for the enlarged crystalline chromoplasts observed during fruit maturation (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;1</bold>
</xref>). Functional analysis of <italic>OR2</italic> encoded protein can provide further insights into the role of <italic>OR</italic> gene in <italic>Actinidia</italic> genus.</p>
<p>
<italic>FIBRILLIN</italic>, a plastoglobulin protein (associated with plastoglobules), increases accumulation of carotenoid pigments due to increase in sink capacity (<xref ref-type="bibr" rid="B42">Kilambi et&#xa0;al., 2013</xref>). Chromoplasts in tomato lines overexpressing pepper <italic>FIBRILLIN</italic> retained the thylakoid membranes during fruit ripening but a 2-fold increase in carotenoid concentration was also observed (<xref ref-type="bibr" rid="B79">Pozueta-Romero et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B89">Simkin et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B43">Kilcrease et&#xa0;al., 2013</xref>). <italic>FIBRILLIN</italic> is highly expressed in <italic>A. valvata</italic> during fruit ripening (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), and there is a high correlation between the transcript level of <italic>FIBRILLIN</italic> and &#x3b2;-carotene in <italic>A. valvata</italic> (<italic>r =</italic> 0.981, p &lt; 0.05) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table&#xa0;2</bold>
</xref>), suggesting the potential role of <italic>FIBRILLIN</italic> in increasing sink capacity (i.e., formation of lipid structures like plastoglobules and fibrils). A correlation between <italic>FIBRILLIN</italic> transcript levels and carotenoid content (violaxanthin) has been seen previously in <italic>Capsicum annum</italic> fruit (<xref ref-type="bibr" rid="B44">Kilcrease et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B99">Watkins and Pogson, 2020</xref>).</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>Carotenogenesis in many plants has been extensively studied and key pathway genes have been identified. Previous research on kiwifruit has shown similarities in the carotenoid content between green and golden kiwifruit phenotypes. In this study we examined <italic>Actinidia</italic> species with dramatic differences in skin and flesh phenotype. The pre-dominant carotenoid in yellow <italic>A. polygama</italic> and orange <italic>A. valvata</italic> was &#x3b2;-carotene whereas green <italic>A. arguta</italic> accumulated lutein during the fruit ripening. A large change in carotenoid profile was accompanied by early de-greening during ripening in yellow/orange fruit. Differences in plastid type, size and number were observed between the three species. Upregulation of upstream carotenoid pathway genes in orange-flesh fruit (<italic>A. valvata</italic>) compared to green <italic>A. arguta</italic> was accompanied by increased chlorophyll degradation at early ripening stages which facilitates the unmasking of orange flesh color. Future research will focus on transcriptional regulators of key enzymes, such as PSY, and post-transcriptional regulators <italic>OR</italic> and <italic>SGR</italic>, during the dramatic changes that result in the orange-fleshed kiwifruit phenotype.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The data presented in the study are deposited in the SRA NCBI repository, accession number PRJNA984935.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>AA, CA-D, and NB designed the research plan. NB designed the experimental plan, performed the experimental work, data analysis and wrote the manuscript with AA and CA-D. NB and CV performed transcriptome analysis. AA and CA-D assisted with data analysis and provided valuable feedback for the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The work in this supported by The New Zealand Ministry of Business, Innovation and Employment (MBIE) Endeavour fund C11X2101). NB is supported by Plant &amp; Food Research and the University of Auckland.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We sincerely thank Dr Adrian Turner (Faculty of Science, University of Auckland) for the assistance in the experimental design and methodology of transmission electron microscopy (TEM) experiments and bright-field microscopy, Dr Alastair Currie and Heather Adams (Plant &amp; Food Research, Motueka, New Zealand) for providing plant materials for experimentation. We appreciate Dr Erika Varkonyi-Gasic and Dr Richard Espley for critically reading the manuscript and providing constructive edits.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>Authors NB and AA are employed by Plant &amp; Food Research and the University of Auckland.</p>
<p>They and the remaining 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="s10" 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="s11" 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/fpls.2023.1213086/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2023.1213086/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="DataSheet_2.pdf" id="SM2" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table_1.xlsx" id="ST1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_2.xlsx" id="ST2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
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