<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" article-type="research-article">
<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.2021.738172</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>Dynamic Development of White Lupin Rootlets Along a Cluster Root</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Le Thanh</surname> <given-names>Tamara</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Hufnagel</surname> <given-names>B&#x00E1;rbara</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1417709/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Soriano</surname> <given-names>Alexandre</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Divol</surname> <given-names>Fanchon</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Brottier</surname> <given-names>Laurent</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>Casset</surname> <given-names>C&#x00E9;lia</given-names></name>
</contrib>
<contrib contrib-type="author">
<name><surname>P&#x00E9;ret</surname> <given-names>Benjamin</given-names></name>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Doumas</surname> <given-names>Patrick</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/91900/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Marqu&#x00E8;s</surname> <given-names>Laurence</given-names></name>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1382956/overview"/>
</contrib>
</contrib-group>
<aff><institution>BPMP, Univ Montpellier, CNRS, INRAE, Institut Agro</institution>, <addr-line>Montpellier</addr-line>, <country>France</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Stefano Cesco, Free University of Bozen-Bolzano, Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Raphael Tiziani, Free University of Bozen-Bolzano, Italy; Nicola Tomasi, University of Udine, Italy; Fabio Valentinuzzi, Free University of Bozen-Bolzano, Italy</p></fn>
<corresp id="c001">&#x002A;Correspondence: Patrick Doumas, <email>patrick.doumas@inrae.fr</email></corresp>
<corresp id="c002">Laurence Marqu&#x00E8;s, <email>laurence.marques@umontpellier.fr</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Plant Nutrition, a section of the journal Frontiers in Plant Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>09</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>738172</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>08</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Le Thanh, Hufnagel, Soriano, Divol, Brottier, Casset, P&#x00E9;ret, Doumas and Marqu&#x00E8;s.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Le Thanh, Hufnagel, Soriano, Divol, Brottier, Casset, P&#x00E9;ret, Doumas and Marqu&#x00E8;s</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>White lupin produces cluster roots in response to phosphorus deficiency. Along the cluster root, numerous short rootlets successively appear, creating a spatial and temporal gradient of developmental stages that constitutes a powerful biological model to study the dynamics of the structural and functional evolution of these organs. The present study proposes a fine histochemical, transcriptomic and functional analysis of the rootlet development from its emergence to its final length. Between these two stages, the tissue structures of the rootlets were observed, the course of transcript expressions for the genes differentially expressed was monitored and some physiological events linked to Pi nutrition were followed. A switch between (i) a growing phase, in which a normal apical meristem is present and (ii) a specialized phase for nutrition, in which the rootlet is completely differentiated, was highlighted. In the final stage of its determinate growth, the rootlet is an organ with a very active metabolism, especially for the solubilization and absorption of several nutrients. This work discusses how the transition between a growing to a determinate state in response to nutritional stresses is found in other species and underlines the fundamental dilemma of roots between soil exploration and soil exploitation.</p>
</abstract>
<kwd-group>
<kwd>white lupin</kwd>
<kwd>rootlet</kwd>
<kwd>cluster root</kwd>
<kwd>determinate growth</kwd>
<kwd>mineral nutrition</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="74"/>
<page-count count="15"/>
<word-count count="21035"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="S1">
<title>Introduction</title>
<p>Plant roots are adaptive systems able to adjust their architecture and physiology to their fluctuating environment in order to achieve efficient uptake of water and mineral nutrients (<xref ref-type="bibr" rid="B46">Rogers and Benfey, 2015</xref>). Among the mineral nutrients, phosphorus holds a special place. Indeed, roots take up inorganic phosphate (Pi) from the soil solution, but Pi is poorly soluble and promptly forms complexes with abundant cations in the soil such as calcium or magnesium, and becomes unavailable for plant nutrition (<xref ref-type="bibr" rid="B19">Holford, 1997</xref>). As a result, plants often experience Pi deprivation and have developed strategies to structurally and functionally adapt their root system. The modification of the root architecture in response to Pi deficiency has been widely studied in the model plant <italic>Arabidopsis thaliana</italic> (<xref ref-type="bibr" rid="B72">Williamson et al., 2001</xref>; <xref ref-type="bibr" rid="B26">L&#x00F3;pez-Bucio et al., 2002</xref>; <xref ref-type="bibr" rid="B2">Al-Ghazi et al., 2003</xref>; <xref ref-type="bibr" rid="B33">Nacry et al., 2005</xref>; <xref ref-type="bibr" rid="B39">P&#x00E9;ret et al., 2014</xref>). One of the most important changes observed in the adaptation of the <italic>A. thaliana</italic> root system to Pi deficiency, is the arrest of primary root growth and the increase in the number and length of lateral roots (<xref ref-type="bibr" rid="B4">Bouain et al., 2016</xref>; <xref ref-type="bibr" rid="B3">Balzergue et al., 2017</xref>). This developmental plasticity is based on <italic>de novo</italic> organogenesis of root meristems from primary root differentiated tissues that initiate the new lateral root primordia (<xref ref-type="bibr" rid="B59">Trinh et al., 2018</xref>). These primordia evolve into meristems expressing the same key regulators that the embryonic primary root meristem. Among these main root architecture regulators, the transcription factors WUSCHEL-RELATED HOMEOBOX 5 (WOX5), REPRESSOR OF WUSCHEL1 (ROW1), SCARECROW (SCR), SHORTROOT (SHR), PLETHORAs (PLTs), NAC DOMAIN CONTAINING PROTEIN 9 (FEZ) and SOMBRERO (SBR) play a critical role to build a well-defined cellular organization with a central stem cell niche surrounding the organizing center, providing all the cell types of the root and the root cap (<xref ref-type="bibr" rid="B28">Malamy and Benfey, 1997</xref>; <xref ref-type="bibr" rid="B71">Willemsen et al., 2008</xref>; <xref ref-type="bibr" rid="B74">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B16">Goh et al., 2016</xref>; <xref ref-type="bibr" rid="B12">Du and Scheres, 2017</xref>). <italic>Arabidopsis thaliana</italic> root physiology is also altered during Pi deprivation with an increase in the exudation of protons, organic acids and enzymes such as acid phosphatases (<xref ref-type="bibr" rid="B37">Pantigoso et al., 2020</xref>). All these changes are orchestrated by a complex molecular pathway, named PSR for &#x201C;Pi Starvation Response&#x201D; (<xref ref-type="bibr" rid="B7">Chiou and Lin, 2011</xref>; <xref ref-type="bibr" rid="B42">Puga et al., 2017</xref>). Homologous genes involved in the PSR pathway have been identified in many other species, including major crops, showing that this response to Pi deficiency is highly ubiquitous (<xref ref-type="bibr" rid="B50">Secco et al., 2013</xref>; <xref ref-type="bibr" rid="B27">Lyu et al., 2016</xref>). However, white lupin (<italic>Lupinus albus</italic> L.) is a pulse crop in which root response to Pi deficiency is spectacular. Indeed, it produces very specialized roots, called cluster roots or proteoid roots, in response to Pi limitation (<xref ref-type="bibr" rid="B21">Johnson et al., 1996</xref>; <xref ref-type="bibr" rid="B69">Watt and Evans, 1999</xref>; <xref ref-type="bibr" rid="B34">Neumann and Martinoia, 2002</xref>). A cluster root is a lateral root along which hundreds of very short rootlets develop, forming one to several very dense clusters. Not only do these numerous rootlets improve the exchange surface between plant and soil, but they also modify the rhizosphere zone to improve mineral nutrition. Indeed, they secrete large amounts of organic acids, phosphatases and protons, resulting in an &#x201C;exudative burst&#x201D; that improves overall Pi solubilization and acquisition (<xref ref-type="bibr" rid="B36">Neumann and R&#x00F6;mheld, 1999</xref>; <xref ref-type="bibr" rid="B30">Massonneau et al., 2001</xref>). It should be noted that these responses to Pi deprivation are quite similar to those observed in <italic>A. thaliana</italic>, but with a much larger scale (<xref ref-type="bibr" rid="B25">L&#x00F3;pez-Bucio et al., 2003</xref>). White lupin cluster roots are therefore structural and functional units combining developmental and physiological processes that are particularly effective in improving Pi nutrition (<xref ref-type="bibr" rid="B69">Watt and Evans, 1999</xref>; <xref ref-type="bibr" rid="B24">Lambers et al., 2006</xref>).</p>
<p>In this perspective, white lupin root constitutes a very interesting model to understand how a root system can be up-graded for nutrient-efficiency acquisition. We recently obtained a high-quality genome of white lupin and transcriptomic data that have contributed to the understanding of the molecular changes involved in structural and physiological responses leading to cluster root formation and function (<xref ref-type="bibr" rid="B20">Hufnagel et al., 2020</xref>). The numerous rootlets appearing along the cluster root seem to follow an initial developmental pattern similar to the lateral root one (<xref ref-type="bibr" rid="B15">Gallardo et al., 2019</xref>). In this study, we combine anatomical, transcriptomic and functional approaches to describe the evolution of white lupin rootlets from their emergence to their final growth arrest, in order to better understand the developmental steps of these specialized organs. The rapid and successive emergence of rootlets, along lateral roots, leads to the formation of a continuous spatial gradient of rootlets bearing all developmental stages. We took advantage of this patterning to use one cluster of rootlets as a very fine developmental model for studying the evolution of rootlet structure and function dedicated to soil exploration (foraging) and Pi absorption (mining), which are the two enter points to improve water and nutrient acquisition efficiency in plants.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Plant Materials and Growth Conditions</title>
<p>Seeds of white lupin (<italic>L. albus</italic> cultivar Amiga from Florimond Desprez, France), of 8 mm size, were used in all experiments. Seedlings were cultivated in growth chambers under controlled conditions (16 h light/8 h dark, 25&#x00B0;C day/20&#x00B0;C night, 65% relative humidity and PAR intensity 200 &#x03BC;mol m<sup>&#x2013;2</sup>s<sup>&#x2013;1</sup>). Seeds were germinated on vermiculite substrate for 4 days then either transplanted in 1.6 L pots or 200 L tanks depending on the experiments. The hydroponic solution was modified from <xref ref-type="bibr" rid="B1">Abdolzadeh et al. (2010)</xref> without phosphate: MgSO<sub>4</sub> 54 &#x03BC;M; Ca(NO<sub>3</sub>)<sub>2</sub> 400 &#x03BC;M; K<sub>2</sub>SO<sub>4</sub> 200 &#x03BC;M; Na-Fe-EDTA 10 &#x03BC;M; H<sub>3</sub>BO<sub>3</sub> 2.4 &#x03BC;M; MnSO<sub>4</sub> 0.24 &#x03BC;M; ZnSO<sub>4</sub> 0.1 &#x03BC;M; CuSO<sub>4</sub> 0.018 &#x03BC;M and Na<sub>2</sub>MoO<sub>4</sub> 0.03 &#x03BC;M. The solution was continuously aerated and was renewed every 7 days for pots.</p>
</sec>
<sec id="S2.SS2">
<title>Molecular Cloning</title>
<p>We focused on three genes known to be involved in the network controlling the meristem maintenance in the model plant <italic>A. thaliana: WUSCHEL-RELATED HOMEOBOX 5 (WOX5), SCARECROW (SCR)</italic> and <italic>REPRESSOR OF WUSCHEL 1 (ROW1)</italic> (<xref ref-type="bibr" rid="B11">Drisch and Stahl, 2015</xref>). Taking advantage of our previously acquired genomic and transcriptomic data (<xref ref-type="bibr" rid="B20">Hufnagel et al., 2020</xref>), we selected white lupin genes with both high sequence homologies with <italic>A. thaliana</italic> genes and a high expression level in the cluster root: Lalb_Chr04g0250731 and Lalb_Chr18g0052701 for <italic>LaWOX5.1-like</italic> and <italic>LaWOX5.2-like</italic>, respectively, Lalb_Chr01g0019561 for <italic>LaROW1-like</italic> and Lalb_Chr19g0123861 for <italic>LaSCR-like</italic> (<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>). Promoter sequences of <italic>pLaWOX5.1-like</italic> (Lalb_Chr04g0250731), <italic>pLaWOX5.2-like</italic> (Lalb_Chr18g0052701), <italic>pLaROW1-like</italic> (Lalb_Chr01g0019561) and <italic>pLaSCR-like</italic> (Lalb_Chr19g0123861) were extracted from white lupin genome [(<xref ref-type="bibr" rid="B20">Hufnagel et al., 2020</xref>) (see text footnote 1)]. <italic>pLaSCR-like</italic> was cloned according to <xref ref-type="bibr" rid="B49">Sbabou et al. (2010)</xref>. The primers for <italic>pLaWOX5-like</italic> (F-5&#x2032;- GGACGCTATAAAAGAATCACA-3&#x2032;; R-5&#x2032;- GCTCAATGATTC TGTGCCTCT-3&#x2032;) and <italic>pLaROW1-like</italic> (F-5&#x2032;- CGAGGAGCT TGAGTTGTCTCC -3&#x2032;; R- 5&#x2032;- ATCCATTGTCCATTTAGAAT TGC-3&#x2032;) were designed using Primer3Plus (<xref ref-type="bibr" rid="B60">Untergasser et al., 2012</xref>). They were used to amplify, respectively, a total of 2,032 bp and 1,181 bp upstream of the start codon of <italic>LaWOX5-like</italic> and <italic>LaROW1-like</italic> from white lupin genomic DNA with the addition of the attb1 (5&#x2032;-GGGGCCAAGTTTGTACA AAAAAGCAGGCT-3&#x2032;) and attb2 (5&#x2032;-CCCCCCACTTTGT ACAAGAAAGCTGGGT-3&#x2032;) adapters. Amplified fragments were cloned into the pDONR221, then cloned into the binary plasmid pKGW-FS7 (<xref ref-type="bibr" rid="B22">Karimi et al., 2002</xref>) by Gateway reaction following the manufacturer&#x2019;s instruction (Thermo Fisher). The pKGW-FS7 contains the glucuronidase gene (GUS) used as a reporter gene and the red fluorescent (DsRed) gene, under the control of an ubiquitine promoter, to control the transformation status of the hairy roots.</p>
</sec>
<sec id="S2.SS3">
<title>Hairy Root Transformation of White Lupin</title>
<p>Hairy root transformation of white lupin was performed following protocol previously described (<xref ref-type="bibr" rid="B15">Gallardo et al., 2019</xref>), with the following modifications: six days after transformation, seedlings were transferred to vermiculite and put into little greenhouses to increase humidity level. Ten days later, 8 plants growing hairy roots were transferred into 1.6 L pot. After 8 to 12 days of culture in hydroponic conditions, roots were sampled and screened for red fluorescent protein (DsRed) as an <italic>in vivo</italic> marker for transformation allowing the selection of transformed roots. Each transformed root represents an independent transformation event.</p>
</sec>
<sec id="S2.SS4">
<title>Histochemical Analysis</title>
<p>Histochemical staining of <italic>&#x03B2;</italic> -glucuronidase was performed on transformed hairy roots. Roots were incubated in a phosphate buffer containing 1 mg/mL X-Gluc as a substrate (X-Gluc 0.1%; phosphate buffer 50 mM, pH 7, potassium ferricyanide 2 mM, potassium ferrocyanide 2 mM, Triton X-100 0.05%) during 60 to 90 min and then washed before fixation.</p>
</sec>
<sec id="S2.SS5">
<title>Fixation and Clearing Procedure</title>
<p>Roots dedicated to agarose inclusion were fixed with 4% paraformaldehyde (PFA) during 120 min at room temperature under vacuum treatment. The roots were then washed twice 2 min in 1X PBS and moved to the clearing solution ClearSee (<xref ref-type="bibr" rid="B61">Ursache et al., 2018</xref>) under vacuum treatment for 48 h. ClearSee solution was prepared by mixing 10% (w/v) Xylitol (W5079 Sigma), 15% (w/v) Sodium deoxycholate (D6750 Sigma) and 25% (w/v) Urea (EUOD14-D Euromedex) until complete dissolution of powders. Clearing solution was changed every day. Roots dedicated to resin inclusion were incubated in a fixative solution containing 2% formaldehyde, 1% glutaraldehyde and 1% caffeine for 2 h at 4&#x00B0;C.</p>
</sec>
<sec id="S2.SS6">
<title>Microscope Analysis of Resin-Included Samples</title>
<p>For resin inclusion, roots were dehydrated in successive ethanol baths: 50% (30 min), 70% (30 min), 90% (1 h), 95% (1 h), 100% (1 h) and 100% (overnight). Samples were impregnated with half pure ethanol and half Technovit 7100 resin (Heraeus Kulzer, Wehrheim, Germany) for half a day, then in 100% resin for 2 days. Roots were then embedded in resin following the manufacturer&#x2019;s recommendations. Thin resin sections of 8 &#x03BC;m were produced using a microtome (RM2165, Leica Microsystems, Wetzlar, Germany) then stained with 4,6-diamidino-2-phenylindole (DAPI) for 5 min in the dark. Staining solution was rinsed with MilliQ water. Resin sections were mounted in water and observed either with an Olympus BX61 epifluorescence microscope (Tokyo, Japan) or a Zeiss observer 7/ApoTome.</p>
</sec>
<sec id="S2.SS7">
<title>Microscope Analysis of Agarose-Included Samples</title>
<p>For agarose inclusion, 14 days-old PFA-fixed and ClearSee-cleared cluster roots were transferred in 0.001&#x2030; Calcofluor-ClearSee solution (Fluorescent Brightner 28 F3543 Sigma) during 1 h 30 under vacuum treatment. Roots were washed in 2 ClearSee baths for 10 min and then included in 4% (m/v) agarose. Thin sections of 80 to 100 &#x03BC;m were cut with a vibratome (Microcut H1200, Bio Rad, Hercules, CA), mounted in ClearSee and observed with confocal laser scanning microscopy (Leica SP8 microscope) with a 20X water objective and the 401 nm line. Fluorescence emission was collected from 420 to 500 nm. Images were analyzed with Fiji Software and cell lengths were measured with Fiji macro Cell-O-Tape (<xref ref-type="bibr" rid="B14">French et al., 2012</xref>), along 300 &#x03BC;m following a cortical cell line starting from the organization center.</p>
</sec>
<sec id="S2.SS8">
<title>Transcriptome Analysis</title>
<p>RNA-seq raw data were obtained by the team (<xref ref-type="bibr" rid="B20">Hufnagel et al., 2020</xref>) and are available from the white lupin publicly shared database (see text footnote 1). Briefly, after 12 days of culture, ten cluster roots coming from four plants were harvested and dissected in seven sections from the apex. Four biological replicates were produced. Independent cluster root RNA-seq libraries were constructed and sequenced at Get-PlaGe core facility (INRAE, Toulouse, France). Raw reads have been cleaned using Cutadapt (<xref ref-type="bibr" rid="B29">Martin, 2011</xref>), and then mapped on the white lupin genome using Hisat2 (<xref ref-type="bibr" rid="B23">Kim et al., 2019</xref>). Gene count data has been obtained using StringTie (<xref ref-type="bibr" rid="B40">Pertea et al., 2015</xref>). In this study, we extended previous study by re-analyzing the RNA-seq data using DIANE web interface, a recent application for the analysis of high throughput gene expression data (<xref ref-type="bibr" rid="B5">Cassan et al., 2021</xref>) in order to provide information on the global gene activity during rootlet life. We selected the differentially expressed transcripts (DETs) between the section with pre-emerging rootlets (S1) and the section with rootlets that have just reached their final size (S7) using absolute log2(Fold Change) &#x003E; 1 and False Discovery Rate (FDR) &#x003C; 0.01. A clustering of the normalized gene expression profiles along cluster root of the 7,234 DETs obtained, has then been performed with the Coseq package in DIANE website, using Poisson mixture model (<xref ref-type="bibr" rid="B5">Cassan et al., 2021</xref>).</p>
</sec>
<sec id="S2.SS9">
<title>Sampling and Expression Analysis of Cluster Root Genes (qRT-PCR)</title>
<p>Fourteen days after germination, six different types of 0.5 cm-long fragments were dissected along the cluster roots: (i) cluster root tip, (ii) stage II, (iii) stage III, (iv) stage IV, (v) stage V, and (vi) link. The link segment, corresponding to the attachment of the cluster root to the primary root, where no rootlets develop, was used as a control. Total RNA was extracted for each sample using the Direct-zol RNA MiniPrep kit (Zymo Research, Irvine, CA). RNA concentration was measured on a NanoDrop spectrophotometer (ND1000). cDNAs were prepared with 2 &#x03BC;g total RNA using the revertaid First Strand cDNA Synthesis (Thermo Fisher). Gene expression was quantified by quantitative Real Time -- Polymerase Chain Reaction (qRT-PCR) (LightCycler 480, Roche Diagnostics, Basel, Switzerland) using the SYBR Premix Ex Taq (Tli RNaseH, Takara, Clontech, Mountain View, CA). Specific primer pairs were designed with Primer3plus<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> (<xref ref-type="supplementary-material" rid="TS2">Supplementary Table 2</xref>). Expression levels were normalized to a putative initiation factor eIF-4 gamma <italic>LaNORM1</italic> (Lalb_Chr07g0195211). Relative gene expression levels were calculated according to the &#x0394;&#x0394;Ct using the link sample as a calibrator. Four biological replicates were performed.</p>
</sec>
<sec id="S2.SS10">
<title>Pi Influx Measurement in Rootlets</title>
<p>Cluster roots of 14 days old seedlings were dissected the same way as for the qRT-PCR analysis. Each sample contained 6 segments of 0.5 cm and triplicates were collected. Segments were washed 2 min in cold solution (MES 2 mM pH 4.5, CaSO<sub>4</sub> 0.2 mM, NaH<sub>2</sub>PO<sub>4</sub> 50 &#x03BC;M) and then incubated 45 min with 0.2 &#x03BC;Ci <sup>33</sup>P/mL. Finally, segments were washed 3 times 15 s in 0.2 mM CaSO<sub>4</sub> kept on ice and transferred into 0.1 N HCl for 30 min under agitation. We aliquoted 300 &#x03BC;L of HCl solutions in 5 mL counter tubes already containing 3 mL of scintillation liquid. Radioactivity was counted with the Liquid Scintillation Counter TRI-CARB (Packard 2100TR). The link segment, where no rootlets were developed, was used as a control.</p>
</sec>
<sec id="S2.SS11">
<title>Malate and Citrate Exudation in Rootlets</title>
<p>Cluster roots of 14 days old were dissected the same way as for the qRT-PCR analysis and five replicates were performed. For each developmental stage, the dissected fragments were put into Eppendorf tubes containing 1 mL of MilliQ water and agitated for 3h. The solution was used to quantify organic acids by ion exchange chromatography ICS-5000 HPIC system (Thermo Scientific Dionex), using an IonPac<sup>&#x00AE;</sup> AS11 analytical column (250 mm &#x00D7; 4mm) with an isocratic gradient of 4 to 28 mM KOH for 16 min, with a volume of sample injected of 25 &#x03BC;L.</p>
</sec>
<sec id="S2.SS12">
<title>Statistical Analysis</title>
<p>The results are presented as means &#x00B1; standard error (SE). Statistical analysis was performed using GraphPad Prism 9. Data were analyzed by ordinary one-way analysis of variance (ANOVA) and means were compared using Tukey multiple comparisons test at <italic>p</italic> &#x003C; 0.05 to determine significant differences.</p>
</sec>
</sec>
<sec sec-type="results" id="S3">
<title>Results</title>
<sec id="S3.SS1">
<title>Characterization of Rootlets Development</title>
<p>The present study focused on the root systems of 16-days-old white lupin that produced several cluster roots in their upper part in response to phosphorus starvation (<xref ref-type="fig" rid="F1">Figure 1A</xref>). Each young cluster root carried a single cluster of third-order lateral roots with a determinate growth, named rootlets (<xref ref-type="fig" rid="F1">Figure 1B</xref>). In our growing conditions, these rootlets reach a final length of about 3 mm in two to three days (<xref ref-type="fig" rid="F1">Figure 1C</xref>). These rootlets successively emerge along the cluster root, and within a cluster, the youngest ones are always at the tip-side of the cluster root.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>White lupin root system architecture. <bold>(A)</bold> Root system of a 16-days-old white lupin hydroponically grown in Pi deficiency conditions resulting in the development of several cluster roots each bearing a single cluster of rootlets (&#x002A;). <bold>(B)</bold> A typical 7 cm-long cluster root displaying one cluster of rootlets. <bold>(C)</bold> Measurement of rootlet length: 5 rootlets were measured in 0.5 cm sections from the tip of the root to the end of the cluster (<italic>n</italic> = 21). Scale bars: <bold>(A&#x2013;B)</bold> 1 cm.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-738172-g001.tif"/>
</fig>
<p>Along a cluster, the spatial gradient representing the dynamic evolution over time of rootlet development has been divided into five typical stages (<xref ref-type="fig" rid="F2">Figure 2A</xref>). To investigate the different morphological stages of rootlet development, the cluster roots were stained with the fluorescent calcofluor&#x2212;white dye which labels cellulose in cell walls. We defined stage I as the pre-emerging state in which the rootlet primordia are formed but have not yet cross the last layer of the cluster root epidermis (<xref ref-type="fig" rid="F2">Figure 2B</xref>). In stage II, the rootlet has completely emerged and comes into contact with the rhizosphere (<xref ref-type="fig" rid="F2">Figure 2C</xref>). Then, during stage III, a growing phase occurs while root hairs appear in the differentiating zone (<xref ref-type="fig" rid="F2">Figure 2D</xref>). In stage IV, rootlets reach their final length and root hairs start to overrun the tip (<xref ref-type="fig" rid="F2">Figure 2E</xref>). Finally, in stage V root hairs cover the entire rootlet including the tip (<xref ref-type="fig" rid="F2">Figure 2F</xref>). These events are continuous and can be followed spatially along one young cluster. The presence of root hairs around the tip at stage V suggests a complete differentiation of all the rootlet cells and hypotheses the disappearance of the meristematic zone.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Spatio-temporal evolution of rootlet development. <bold>(A)</bold> Division of a cluster into 5 stages of rootlet development. Calcofluor was used to stain 100-&#x03BC;m thin longitudinal sections of rootlets at <bold>(B)</bold> Stage I: pre-emergence. <bold>(C)</bold> Stage II: emergence. <bold>(D)</bold> Stage III: growing. <bold>(E)</bold> Stage IV: rootlets having reached their maximal length. <bold>(F)</bold> Stage V: fully differentiated rootlets. Red arrows indicate the closest root hair from the tip. Scale bars: <bold>(A)</bold> 1 cm, <bold>(B&#x2013;F)</bold> 100 &#x03BC;m.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-738172-g002.tif"/>
</fig>
<p>In order to confirm this hypothesis and to describe more accurately the developmental evolution at a tissular level, the rootlet meristems were observed at different stages of development with DAPI staining to monitor cell divisions (<xref ref-type="fig" rid="F3">Figure 3</xref>). Up to stage III, rootlet tips showed a pattern similar to that of the cluster root tip (<xref ref-type="fig" rid="F3">Figure 3A</xref>), with a typical root cap and a characteristic stem-cell niche, giving rise to cell lines with dividing activity (<xref ref-type="fig" rid="F3">Figures 3B&#x2013;D</xref>). Nonetheless, from stage IV to stage V, quite different patterns were observed including a decline followed by the complete disappearance of mitotic activities (<xref ref-type="fig" rid="F3">Figures 3E,F</xref>). To support these findings, we performed confocal microscopy analyses on longitudinal sections stained with calcofluor-white dye in order to measure cell lengths of a cortical lineage from stage III to V (<xref ref-type="fig" rid="F4">Figures 4A&#x2013;C</xref>). Small meristematic cells with an average size of 13.7 &#x03BC;m were found at stage III, elongating cells with an average size of 35.1 &#x03BC;m at stage IV, and fully differentiated cells with an average cell size of 48.8 &#x03BC;m at stage V (<xref ref-type="fig" rid="F4">Figure 4D</xref>). At this final stage of development, the vasculature has reached the apex of the rootlet, the root cap has disappeared and root hairs have covered the tip.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Anatomical study of the cluster root tip, and rootlet tips at different stages of development. DAPI was used to stain 8-&#x03BC;m thin longitudinal sections of <bold>(A)</bold> cluster root tip, and rootlet tips at <bold>(B)</bold> stage I, <bold>(C)</bold> stage II, <bold>(D)</bold> stage III, <bold>(E)</bold> stage IV, <bold>(F)</bold> stage V. Scale bars: <bold>(A&#x2013;F)</bold> 50 &#x03BC;m.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-738172-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Evolution of cortical cells in the rootlet tips from stage III to V. Calcofluor was used to stain 100-&#x03BC;m thin longitudinal sections of rootlets. Typical images of rootlet tips at <bold>(A)</bold> stage III, <bold>(B)</bold> stage IV, and <bold>(C)</bold> stage V, are shown. Cell lengths were measured with Cell-o-Tape along 300 &#x03BC;m following a cortical cell line starting from the organization center <bold>(D)</bold> Cell lengths of a cortical line from stage III to V (<italic>n</italic> = 11). <bold>(E)</bold> Schematic representation of the evolution of rootlet tip before and after the developmental shift. Dz, differentiation zone; Ez, elongation zone; Pm, proximal meristem; Scn, stem cell niche; Dm, distal meristem; Cl, Columella. Scale bars: <bold>(A&#x2013;C)</bold> 50 &#x03BC;m.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-738172-g004.tif"/>
</fig>
<p>Finally, the loss of cell division activity, the elongation of the cells, the root hairs covering the apex and the central cylinder reaching the tip of the rootlet, reveal the exhaustion of the meristem and the complete differentiation of the rootlet, but nevertheless, it remains well-structured and organized without damage or swelling, as illustrated in the summary drawing (<xref ref-type="fig" rid="F4">Figure 4E</xref>).</p>
</sec>
<sec id="S3.SS2">
<title>Meristem Molecular Markers</title>
<p>In order to characterize the development of the rootlet tip at a molecular level, we monitored the tissular expression of some canonical meristematic markers during the rootlet development. GUS reporter constructs, introduced in white lupin by hairy root transformation, were used to monitor the expression patterns of these genes. We observed GUS staining patterns in hairy-roots morphologically similar to young wild cluster roots and whose transformation was confirmed by the visualization of a constitutive DsRed marker. All the GUS reporter genes were highly expressed in the earliest rootlet primordia stages (<xref ref-type="fig" rid="F5">Figure 5</xref>). In stage I (primordia) and II (post-emergence), the <italic>pLaSCR-</italic>like<italic>:GUS</italic> construct was expressed in the organizing center and endodermal cells (<xref ref-type="fig" rid="F5">Figures 5A,B</xref>), and the <italic>pLaROW1-like:GUS</italic>, in the proximal zone above the organizing center (<xref ref-type="fig" rid="F5">Figures 5E,F</xref>). These expression profiles are fully comparable to the canonical profiles observed in the meristem of the model plant <italic>A. thaliana</italic> (<xref ref-type="bibr" rid="B47">Sabatini et al., 2003</xref>; <xref ref-type="bibr" rid="B74">Zhang et al., 2015</xref>). p<italic>LaWOX5.1-like:GUS</italic> did not show a specific expression pattern (data not shown), whereas p<italic>LaWOX5.2-like:GUS</italic> expression was localized in the rootlet primordia, and we therefore chose this gene for further analysis. <italic>pLaWOX5.2-like:GUS</italic> was expressed in the apex of the rootlet at stages I and II but more broadly than expected by strict analogy with <italic>A. thaliana</italic> meristem (<xref ref-type="bibr" rid="B41">Pi et al., 2015</xref>) (<xref ref-type="fig" rid="F5">Figures 5I,J</xref>). Nonetheless, the three meristematic molecular markers tested highlighted that a typical meristematic zone is present at the tip of the rootlet in the very first developmental stages. Then, from the growing stage III, GUS staining completely disappeared for the p<italic>LaSCR-like:GUS</italic> and <italic>pLaROW1-like:GUS</italic> constructs (<xref ref-type="fig" rid="F5">Figures 5C,G</xref>), while it was still maintained for <italic>pLaWOX5.2-like:GUS</italic> (<xref ref-type="fig" rid="F5">Figure 5K</xref>). At stage IV, we mainly observed GUS staining in the vascular tissues of hairy-roots expressing <italic>pLaWOX5.2-like:GUS</italic>, while the intensity of the staining in the meristematic zone weakened, confirming the very special expression profile of the <italic>LaWOX5-like</italic> genes (<xref ref-type="fig" rid="F5">Figure 5L</xref>). For the other markers, there was no more staining in the root tissues from stage III onward (<xref ref-type="fig" rid="F5">Figures 5D,H</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Tissular expression patterns of three meristematic markers during rootlet development. The promoter activities of three genes typically expressed in the meristematic zone were studied with a GUS-reporter-based analysis on 80-&#x03BC;m longitudinal sections of transgenic hairy-root tips. Images from stages I to IV are shown for each promoter <bold>(A&#x2013;D)</bold> <italic>pLaSCR-like:GUS</italic>, <bold>(E&#x2013;H)</bold> <italic>pLaROW1-like:GUS</italic>, <bold>(I&#x2013;L)</bold> <italic>pLaWOX5.2-like:GUS.</italic> Scale bars: <bold>(A&#x2013;L)</bold> 100 &#x03BC;m.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-738172-g005.tif"/>
</fig>
<p>These results confirm the previous anatomical observations. Indeed, a canonical meristematic zone is present at the rootlet tip at the early stages of development, and gradually depletes during the growth phase until the determinate state.</p>
</sec>
<sec id="S3.SS3">
<title>Spatial Transcriptomic Analysis of the Rootlet Life</title>
<p>In order to get a global vision of gene expression during the different phases of the rootlet development, from the pre-emergence to the final growth stage, the transcriptome of each of the 8 zones of one cluster of rootlets (named S0 to S7), previously carried out (<xref ref-type="bibr" rid="B20">Hufnagel et al., 2020</xref>) was analyzed using DIANE, a tool for the analysis of high throughput gene expression data (<xref ref-type="bibr" rid="B5">Cassan et al., 2021</xref>). A total of 7,234 differentially expressed transcripts (DETs), including 3,329 up-regulated and 3,905 down-regulated genes, were detected comparing the pre-emergence stage (S1) and final growing stage (S7). The time courses of expression of these DETs along the cluster of rootlets were then analyzed and grouped into 6 spatial/temporal profiles (<xref ref-type="fig" rid="F6">Figure 6</xref>). Interestingly, the profiles present maxima of transcript accumulation in, respectively, the S1/S2 (profile 1), S4 (profile 2), S5/S6 (profile 3) and S6/S7 (profile 4) and S7 (profile 5 and 6), revealing five successive waves of developmental stages. To gain an insight into the differences in biological processes that are likely to characterize these successive waves of gene expression, a GO enrichment analysis was performed on the set of DETs from the six profiles (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref> and <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>). Among the most significantly overrepresented GO terms for the profile 1, we find several GO terms associated with &#x201C;auxin-activated signaling pathway,&#x201D; &#x201C;regulation of growth meristem,&#x201D; and &#x201C;procambium histogenesis,&#x201D; reflecting the biological processes of root meristem organogenesis, with for instance, the presence in this profile of genes encoding <italic>PLETHORA-like</italic> (<italic>Lalb_Chr01g0003341, Lalb_Chr01g0003331</italic>), <italic>PUCHI-like</italic> (<italic>Lalb_Chr07g0177601</italic>, <italic>Lalb_Chr13g0303751</italic>, <italic>Lalb_Chr15g0086951</italic>, <italic>Lalb_Chr18g0055601</italic>), <italic>LBD16-like</italic> (<italic>Lalb_Chr02g0142301</italic>, <italic>Lalb_Chr06g0162491</italic>) and <italic>WOX5-like</italic> (<italic>Lalb_Chr04g0250731</italic>, <italic>Lalb_Chr18g0052701).</italic> All these genes are known to be involved in morphogenesis of the early lateral root primordium. In the profile 2, a large proportion of DETs are enriched into the category of biological processes as &#x201C;cell division&#x201D; and &#x201C;microtubule-based movement&#x201D; including genes such as <italic>ANTEGUMENTA-like</italic> (<italic>Lalb_Chr16g0381611</italic>), <italic>BABYBOOM/PTL4-like</italic> (<italic>Lalb_Chr06g0168521</italic>), <italic>ROW1-like</italic> (<italic>Lalb_Chr01g0019561</italic>), and <italic>PLETHORA1/2-like</italic> (<italic>Lalb_Chr19 g0138171</italic>) and a large number of cyclins (<italic>Lalb_Chr10g0101501</italic>, <italic>Lalb_Chr20g0108171</italic>, <italic>Lalb_Chr10g0106101</italic>, <italic>Lalb_Chr09g03212 81</italic>, <italic>Lalb_Chr08g0241201</italic>, <italic>Lalb_Chr11g0063951</italic>, <italic>Lalb_Chr22g 0354811</italic> and others). All these genes are expressed in meristematic and division-competent states. As expected, profiles 1 and 2 are therefore clearly characteristic of meristem formation and activity.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p>Clustering analysis of the normalized expression profiles of the differentially expressed transcripts between S1 and S7 sections of the RNA-seq experiment. Normalized gene expression profiles come from our previous RNA-seq study (<xref ref-type="bibr" rid="B20">Hufnagel et al., 2020</xref>). The clustering was performed with the Coseq package in DIANE (<xref ref-type="bibr" rid="B5">Cassan et al., 2021</xref>). The numbers of genes clustered in each gene expression profile are the following: Profile 1: 1,792; Profile 2: 2,129; Profile 3: 411; Profile 4: 482; Profile 5: 584; Profile 6: 1,836. Below each profile, the cluster root sections from S1 to S7 of the RNA-seq analysis are presented.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-738172-g006.tif"/>
</fig>
<p>In profiles 3 and 4, a clear shift occurs. Seventeen genes encoding Pectin Methyl Esterase Inhibitors (PMEIs) are found in profile 3. Pectin Methyl Esterase Inhibitors can be considered as a determinant of cell adhesion, cell wall porosity and elasticity, as well as a source of signaling molecules released upon cell wall remodeling. In profile 4, a strong enrichment for &#x201C;cell wall organization&#x201D; and &#x201C;oxidative stress&#x201D; marker genes including peroxidase gene family, stand out. Deep changes in cell walls seem to characterize these stages of rootlet development.</p>
<p>Both profiles 5 and 6 show a peak of transcript accumulation in section S7. In profile 5, physiological responses to Pi starvation appear with the biological functions &#x201C;cellular responses to phosphate starvation&#x201D; and &#x201C;dephosphorylation&#x201D; including the phosphatase acid gene family. This is an expected response as the plants were grown in Pi deficient condition. In profile 6, the enriched GO terms detected the term &#x201C;tricarboxylic acid cycle&#x201D; (<xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>) in which are found genes coding for enzymes such as citrate synthase (<italic>Lalb_Chr04g0248661</italic>, <italic>Lalb_Chr25g 0283641</italic>, <italic>Lalb_Chr10g0106821</italic>), malate dehydrogenase (<italic>Lalb_Chr21g0312041</italic>, <italic>Lalb_Chr13g0303211</italic>), isocitrate dehydrogenase (<italic>Lalb_Chr10g0104131</italic>), succinate dehydrogenase (<italic>Lalb_Chr23g0273091, Lalb_Chr16g0377871</italic>) and also three phosphoenolpyruvate carboxylase (<italic>Lalb_Chr01g0006821</italic>, <italic>Lalb_Chr25g0285901</italic>, <italic>Lalb_Chr20g0109301</italic>). These root PEPcase are typical of lupin root metabolism. In the late stages of sampling (S6-S7), rootlets reached their maximum of physiological activity with activation of PEPcases and TCA cycle supporting the burst of citrate exudation characteristic of the response of white lupin to phosphate deficiency. Interestingly, among the transcripts upregulated at the late developmental stages, a huge over-representation of transcripts involved in transmembrane transport occurs (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref>) with 51 genes encoding for members of the plasma membrane transporters involved in phosphate, nitrate, ammonium, potassium, sulfate, iron, zinc, and calcium transport (<xref ref-type="table" rid="T1">Table 1</xref>). Other genes implicated in H<sup>+</sup>, sugar or water transport, ABC transporters and major facilitator superfamily are likewise present. Many homologs of membrane transport genes involved in nutrition are found to be highly expressed in later phases of rootlet development. These data confirm the total integrity of the plasma membrane and its high activity level at these stages.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>List of plasma membrane transport genes overexpressed in the late stages of rootlet development.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Lupin gene code</td>
<td valign="top" align="center">Arabidopsis gene code</td>
<td valign="top" align="left">Gene description</td>
<td valign="top" align="center">Element</td>
<td valign="top" align="center">Profile number</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Lalb_Chr20g0113031</td>
<td valign="top" align="center">AT2G37330</td>
<td valign="top" align="left">Aluminum sensitive 3 (ALS3)</td>
<td valign="top" align="center">Aluminum</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr07g0185661</td>
<td valign="top" align="center">AT4G21120</td>
<td valign="top" align="left">Amino acid transporter 1 (AAT1)</td>
<td valign="top" align="center">Amino acid</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr14g0363171</td>
<td valign="top" align="center">AT5G40780</td>
<td valign="top" align="left">Lysine histidine transporter 1 (LHT1)</td>
<td valign="top" align="center">Amino acid</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr03g0042381</td>
<td valign="top" align="center">AT3G09330</td>
<td valign="top" align="left">Amino acid transporter (AVT1G)</td>
<td valign="top" align="center">Amino acid</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr13g0295001</td>
<td valign="top" align="center">AT3G13620</td>
<td valign="top" align="left">Polyamine uptake transporter 4 (PUT4)</td>
<td valign="top" align="center">Amino acid</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr17g0344301</td>
<td valign="top" align="center">AT3G13620</td>
<td valign="top" align="left">Polyamine uptake transporter 4 (PUT4)</td>
<td valign="top" align="center">Amino acid</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr07g0184111</td>
<td valign="top" align="center">AT2G38290</td>
<td valign="top" align="left">Ammonium transporter 2 (AMT2)</td>
<td valign="top" align="center">Ammonium</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr18g0052441</td>
<td valign="top" align="center">AT1G80660</td>
<td valign="top" align="left">H(+)-ATPase 9</td>
<td valign="top" align="center">ATPase</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr20g0116471</td>
<td valign="top" align="center">AT1G80660</td>
<td valign="top" align="left">H(+)-ATPase 9</td>
<td valign="top" align="center">ATPase</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr13g0303081</td>
<td valign="top" align="center">AT5G61350</td>
<td valign="top" align="left">Protein kinase superfamily protein (CAP1)</td>
<td valign="top" align="center">Calcium</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr14g0362681</td>
<td valign="top" align="center">AT4G22120</td>
<td valign="top" align="left">Calcium-permeable stretch activated cation channel (CSC1)</td>
<td valign="top" align="center">Calcium</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr05g0218691</td>
<td valign="top" align="center">AT2G29120</td>
<td valign="top" align="left">Glutamate receptor 2.7 (GLR2.7)</td>
<td valign="top" align="center">Calcium</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr05g0218701</td>
<td valign="top" align="center">AT2G29120</td>
<td valign="top" align="left">Glutamate receptor 2.7 (GLR2.7)</td>
<td valign="top" align="center">Calcium</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr25g0283091</td>
<td valign="top" align="center">AT3G08040</td>
<td valign="top" align="left">Ferric reductase defective (FRD3)</td>
<td valign="top" align="center">Citrate</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr13g0291391</td>
<td valign="top" align="center">AT2G38460</td>
<td valign="top" align="left">Iron-regulated transporter 1 (IRT1)</td>
<td valign="top" align="center">Iron</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr14g0367651</td>
<td valign="top" align="center">AT1G60960</td>
<td valign="top" align="left">Iron regulated transporter 3 (IRT3)</td>
<td valign="top" align="center">Iron</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr24g0394061</td>
<td valign="top" align="center">AT5G59520</td>
<td valign="top" align="left">ZRT/IRT-like protein 2 (ZIP2)</td>
<td valign="top" align="center">Iron</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr02g0149651</td>
<td valign="top" align="center">AT4G00910</td>
<td valign="top" align="left">Aluminum-activated malate transporter 10 (ALMT10)</td>
<td valign="top" align="center">Malate</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr03g0027601</td>
<td valign="top" align="center">AT1G08100</td>
<td valign="top" align="left">High-affinity nitrate transporter 2.2 (NRT2.2)</td>
<td valign="top" align="center">Nitrate</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr05g0228311</td>
<td valign="top" align="center">AT1G12940</td>
<td valign="top" align="left">Nitrate transporter2.5 (NRT 2.5)</td>
<td valign="top" align="center">Nitrate</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr07g0183011</td>
<td valign="top" align="center">AT5G50200</td>
<td valign="top" align="left">High-affinity nitrate transporter (NRT3.1)</td>
<td valign="top" align="center">Nitrate</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr08g0234171</td>
<td valign="top" align="center">AT2G23980</td>
<td valign="top" align="left">Cyclic Nucleotide-Gated Channel 6 (CNGC6)</td>
<td valign="top" align="center">Nitrate</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr01g0000701</td>
<td valign="top" align="center">AT3G47420</td>
<td valign="top" align="left">Phosphate starvation-induced glycerol-3-phosphate permease (G3PP1)</td>
<td valign="top" align="center">Phosphate</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr04g0259111</td>
<td valign="top" align="center">AT2G32830</td>
<td valign="top" align="left">Phosphate transporter 1;5 (PHT1;5)</td>
<td valign="top" align="center">Phosphate</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr05g0219741</td>
<td valign="top" align="center">AT1G76430</td>
<td valign="top" align="left">Phosphate transporter 1;9 (PHT1;9)</td>
<td valign="top" align="center">Phosphate</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr09g0328731</td>
<td valign="top" align="center">AT1G76430</td>
<td valign="top" align="left">Phosphate transporter 1;9 (PHT1;9)</td>
<td valign="top" align="center">Phosphate</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr10g0094631</td>
<td valign="top" align="center">AT2G32830</td>
<td valign="top" align="left">Phosphate transporter 1;5 (PHT1;5)</td>
<td valign="top" align="center">Phosphate</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr04g0259111</td>
<td valign="top" align="center">AT2G32830</td>
<td valign="top" align="left">Phosphate transporter 1;5 (PHT1;5)</td>
<td valign="top" align="center">Phosphate</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr09g0330281</td>
<td valign="top" align="center">AT2G40540</td>
<td valign="top" align="left">Potassium transporter 2 (POT2)</td>
<td valign="top" align="center">Potassium</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr24g0393761</td>
<td valign="top" align="center">AT4G10310</td>
<td valign="top" align="left">High-affinity K + transporter 1 (HKT1)</td>
<td valign="top" align="center">Potassium</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr09g0332731</td>
<td valign="top" align="center">AT4G23700</td>
<td valign="top" align="left">Cation/H + exchanger 17 (CHX17)</td>
<td valign="top" align="center">Sodium</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr05g0210921</td>
<td valign="top" align="center">AT5G26340</td>
<td valign="top" align="left">Sugar transport protein 13 (STP13)</td>
<td valign="top" align="center">Sugar</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr06g0160591</td>
<td valign="top" align="center">AT5G26340</td>
<td valign="top" align="left">Sugar transport protein 13 (STP13)</td>
<td valign="top" align="center">Sugar</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr20g0123111</td>
<td valign="top" align="center">AT1G22150</td>
<td valign="top" align="left">Sulfate transporter 1;3 (Sultr1;3)</td>
<td valign="top" align="center">Sulfate</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr01g0018841</td>
<td valign="top" align="center">AT2G16850</td>
<td valign="top" align="left">Plasma membrane intrinsic protein 2;8 (PIP2;8)</td>
<td valign="top" align="center">Water</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr02g0142171</td>
<td valign="top" align="center">AT2G37170</td>
<td valign="top" align="left">Plasma membrane intrinsic protein 2;2 (PIP2;2)</td>
<td valign="top" align="center">Water</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr02g0142181</td>
<td valign="top" align="center">AT5G60660</td>
<td valign="top" align="left">Plasma membrane intrinsic protein 2;4 (PIP2;4)</td>
<td valign="top" align="center">Water</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr03g0027361</td>
<td valign="top" align="center">AT5G60660</td>
<td valign="top" align="left">Plasma membrane intrinsic protein 2;4 (PIP2;4)</td>
<td valign="top" align="center">Water</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr24g0401831</td>
<td valign="top" align="center">AT1G05300</td>
<td valign="top" align="left">Zinc transporter 5 (ZIP5)</td>
<td valign="top" align="center">Zinc</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr02g0151441</td>
<td valign="top" align="center">AT2G36380</td>
<td valign="top" align="left">Pleiotropic drug resistance 6 (ABCG34)</td>
<td valign="top" align="center">Others</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr03g0024501</td>
<td valign="top" align="center">AT3G21090</td>
<td valign="top" align="left">ABC-2 type transporter family protein (ABCG15)</td>
<td valign="top" align="center">Others</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr04g0261571</td>
<td valign="top" align="center">AT1G01340</td>
<td valign="top" align="left">Cyclic Nucleotide Gated Channel 10 (CNGC10)</td>
<td valign="top" align="center">Others</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr08g0242031</td>
<td valign="top" align="center">AT1G34580</td>
<td valign="top" align="left">Major facilitator superfamily protein</td>
<td valign="top" align="center">Others</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr08g0242041</td>
<td valign="top" align="center">AT1G34580</td>
<td valign="top" align="left">Major facilitator superfamily protein</td>
<td valign="top" align="center">Others</td>
<td valign="top" align="center">Profile 5</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr16g0391341</td>
<td valign="top" align="center">AT4G10770</td>
<td valign="top" align="left">Oligopeptide transporter 7 (OPT7)</td>
<td valign="top" align="center">Others</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr19g0130401</td>
<td valign="top" align="center">AT4G27970</td>
<td valign="top" align="left">SLAC1 homolog 2 (SLAH2)</td>
<td valign="top" align="center">Others</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr20g0113531</td>
<td valign="top" align="center">AT1G15520</td>
<td valign="top" align="left">ATP-binding cassette G40 (ABCG40)</td>
<td valign="top" align="center">Others</td>
<td valign="top" align="center">Profile 6</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr21g0305601</td>
<td valign="top" align="center">AT1G80760</td>
<td valign="top" align="left">NOD26-like intrinsic protein 6;1 (NIP6;1)</td>
<td valign="top" align="center">Others</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr24g0402281</td>
<td valign="top" align="center">AT1G15520</td>
<td valign="top" align="left">ATP-binding cassette G40 (ABCG40)</td>
<td valign="top" align="center">Others</td>
<td valign="top" align="center">Profile 4</td>
</tr>
<tr>
<td valign="top" align="left">Lalb_Chr25g0284471</td>
<td valign="top" align="center">AT1G16310</td>
<td valign="top" align="left">Cation efflux family protein</td>
<td valign="top" align="center">Others</td>
<td valign="top" align="center">Profile 5</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>The plasma membrane transport genes from profiles 4, 5, and 6 of the clustering analysis are listed.</italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>In order to validate the results from RNA-seq analysis, transcripts of 6 selected genes, which were significantly expressed and mostly implied in nutrient transport were analyzed by Real-Time-qPCR (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>). Genes considered for this analysis are coding for a Pi transporter (<italic>LaPHT1;5-like Lalb_Chr04g0259111</italic> &#x2013; profile 4), a sulfate transporter (<italic>LaSULTR1;3-like Lalb_Chr20g0123111</italic> &#x2013; profile 4), a H(+)-ATPase (<italic>LaHA9-like Lalb_Chr18g0052441</italic> &#x2013; profile 4), an iron transporter (<italic>LaIRT1-like Lalb_Chr13g0291391</italic> &#x2013; profile 5), a nitrate transporter (<italic>LaWR3-like Lalb_Chr07g0183011</italic> &#x2013; profile 6) and an ammonium transporter (<italic>LaNH4-like Lalb_Chr07g0184111</italic> &#x2013; profile 4). The expression of these 6 genes was assessed in stage II to V of rootlet development, in the cluster root tip, and in the link section corresponding to the attachment of the cluster root to the primary root where no rootlets are developed. The results obtained were fully consistent with the RNA-seq analysis (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>).</p>
</sec>
<sec id="S3.SS4">
<title>Rootlet Functional Phase</title>
<p>As we could observe in the late stages of rootlet development a burst of genes implied in responses to phosphate starvation as well as genes implied in phosphate transport, we decided to assess phosphate absorption and organic acid exudation during the course of rootlet development as defined in <xref ref-type="fig" rid="F1">Figure 1</xref> in order to detect at which stage of development the Pi metabolism is boosted.</p>
<p>Uptake of Pi was investigated by performing <sup>33</sup>P labeling assays using excised cluster root segments corresponding to stage II to V of rootlet development. Pi influx significantly increased in stages IV and V, with at least a 2-fold higher uptake compared to stages II and III (<xref ref-type="fig" rid="F7">Figure 7A</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p>Physiological activities along rootlet development. <bold>(A)</bold> <sup>33</sup>P influx in 0.5 cm cluster root sections, root tip and link segment. Values are means &#x00B1; SD of three biological replicates coming each from 6 cluster roots sampled across 6 white lupin plants (<italic>n</italic> = 3). <bold>(B)</bold> Citrate and <bold>(C)</bold> malate exudations quantified in 0.5 cm cluster root sections, root tip and link segment. Values are means &#x00B1; SD of five biological replicates coming each from 6 cluster roots sampled across 6 white lupin plants (<italic>n</italic> = 5).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-12-738172-g007.tif"/>
</fig>
<p>Citrate and malate exudations were also quantified in stage II to V of rootlet development, on the cluster root tip and the link segment (<xref ref-type="fig" rid="F7">Figures 7B,C</xref>). Malate exudation remained constant in the root tip and the stages II, III and V but a two-fold increase was observed in stage IV (<xref ref-type="fig" rid="F7">Figure 7B</xref>). No detectable excretion of citrate was observed in the cluster root tip. However, a gradual increase in citrate exudates was detected during the rootlet development. The amount of released citrate was at least 100% to 150% higher in stage IV and stage V, respectively, compared to the cluster root tip, link and stages II and III (<xref ref-type="fig" rid="F7">Figure 7C</xref>). These data indicate that rootlets exudate large amounts of citrate as soon as they reach their final length. The same profile was obtained with a normalization by fresh weight (data not shown).</p>
<p>Taken together, these findings indicate that rootlets at the end of the growing phase evolve in specialized structures able to uptake large amounts of Pi and to exudate large amounts of organic acids.</p>
</sec>
</sec>
<sec sec-type="discussion" id="S4">
<title>Discussion</title>
<sec id="S4.SS1">
<title>From the End of Its Growth, the Rootlet Is a Highly Active Nutrition-Specialized Organ</title>
<p>The formation of clusters of rootlets constitute a spectacular developmental and functional adaptation of white lupin to cope with phosphorus deficiency (<xref ref-type="bibr" rid="B34">Neumann and Martinoia, 2002</xref>). Their physiological activity has been widely documented (<xref ref-type="bibr" rid="B8">Dinkelaker et al., 1989</xref>; <xref ref-type="bibr" rid="B35">Neumann et al., 2000</xref>; <xref ref-type="bibr" rid="B30">Massonneau et al., 2001</xref>; <xref ref-type="bibr" rid="B57">Tomasi et al., 2009</xref>; <xref ref-type="bibr" rid="B32">M&#x00FC;ller et al., 2015</xref>). However, few studies have been dedicated to the development of these structures. The very early developmental stages, including the initiation and the formation of rootlet primordia, have been described (<xref ref-type="bibr" rid="B6">Cheng et al., 2011</xref>; <xref ref-type="bibr" rid="B15">Gallardo et al., 2019</xref>). They appeared to be very similar to the lateral root formation in the model plant <italic>A. thaliana</italic>, with the establishment of an auxin maximum and the progressive organogenesis of a new meristem from the inner tissues of the root. The development of the rootlet itself is then more specific. Many works studied long cluster roots bearing several clusters of rootlets of different age: emergent, juvenile, mature and senescent, but did not describe the dynamics of rootlet development within a single cluster (<xref ref-type="bibr" rid="B36">Neumann and R&#x00F6;mheld, 1999</xref>; <xref ref-type="bibr" rid="B70">Weisskopf et al., 2006</xref>; <xref ref-type="bibr" rid="B58">Tomasi et al., 2008</xref>; <xref ref-type="bibr" rid="B65">Wang et al., 2010</xref>; <xref ref-type="bibr" rid="B56">Tiziani et al., 2020</xref>). We focused on young white lupin root system, with cluster roots bearing a single cluster and studied its rootlets from emergence to final growth. It is well known that rootlet growth is determinate (<xref ref-type="bibr" rid="B53">Skene, 1998</xref>; <xref ref-type="bibr" rid="B36">Neumann and R&#x00F6;mheld, 1999</xref>; <xref ref-type="bibr" rid="B69">Watt and Evans, 1999</xref>). However, how rootlets tips shift from a growing to a determinate state is not yet clear. Indeterminate root growth is sustained by the root apical meristem (RAM). The maintenance of the stem cell niche, composed by the mitotically less active quiescent center and the initial cells, orchestrates a proper balance between cell division and cell differentiation (<xref ref-type="bibr" rid="B62">Van Den Berg et al., 1997</xref>). The regulation of the meristematic zone implies complex regulatory mechanisms involving phytohormones, transcription factors such as WOX5 and SCR, and regulatory proteins like ROW1 (<xref ref-type="bibr" rid="B11">Drisch and Stahl, 2015</xref>; <xref ref-type="bibr" rid="B74">Zhang et al., 2015</xref>). We therefore identified <italic>LaWOX5-like</italic>, <italic>LaSCR-like</italic> and <italic>LaROW1-like</italic> as white lupin homologs of these main regulators of the stem cell niche function. At the beginning of rootlet development, anatomical observations and RNA-seq analysis demonstrated the establishment and maintenance of a normal root meristem with high dividing activities along with elongation and differentiation zones. However, the anatomical description of the rootlet development highlighted a major transition between emergence and rootlet growth arrest at stage IV, corresponding to the S5 and S6 portions of the RNA-seq sampling. Our results suggest an exhaustion of stem cells and a complete differentiation of the rootlet which becomes determinate. It is known that root determinacy is usually related to developmental changes within the root apical meristem and that any disruption in the balance between cell division and cell differentiation would lead to the deregulation or even the exhaustion of the meristem. These changes are often accompanied with multiple growth defects including swelling or program cell death (<xref ref-type="bibr" rid="B52">Shishkova et al., 2008</xref>; <xref ref-type="bibr" rid="B18">Hern&#x00E1;ndez-Barrera et al., 2011</xref>). However, no tissue damages have been observed in the rootlets studied. On the contrary, our RNA-seq analysis showed an impressive burst of metabolic and membrane transport activities in the S6/S7 samples. In the time course of the analysis, the final determinate stage is clearly reached but the rootlet is not yet senescent and its physiological activities are high. Interestingly, RNA-seq data analysis suggested an increase in membrane proteins dedicated to the uptake of many essential nutrients such as phosphate, nitrate, ammonium, potassium, sulfate, iron, zinc or calcium. Such a result was already present in previous white lupin transcriptome analysis (<xref ref-type="bibr" rid="B51">Secco et al., 2014</xref>; <xref ref-type="bibr" rid="B67">Wang et al., 2014</xref>; <xref ref-type="bibr" rid="B73">Zanin et al., 2019</xref>), but the focus was only on Pi nutrition. At the end of the growing phase, massive secretion of protons and citrate into the rhizosphere may affect not only the availability of phosphate, but also the solubility of other nutrients. The simultaneous increase of several membrane transporters boosts overall nutrient-uptake efficiency. Finally, our study underlines that the rootlet becomes a hyper-specialized organ dedicated to nutrient acquisition just after its growth arrest. Its high physiological activities at its determinate state lead to the complete nutrient exploitation of a small patch of soil.</p>
</sec>
<sec id="S4.SS2">
<title>White Lupin Rootlet Determinacy Is Different From <italic>A. thaliana</italic> Primary Root Growth Arrest in Response to Pi Deficiency</title>
<p>The primary root of <italic>A. thaliana</italic> has been extensively studied for its growth arrest in response to Pi starvation (<xref ref-type="bibr" rid="B48">S&#x00E1;nchez-Calder&#x00F3;n et al., 2005</xref>; <xref ref-type="bibr" rid="B54">Svistoonoff et al., 2007</xref>; <xref ref-type="bibr" rid="B39">P&#x00E9;ret et al., 2014</xref>). However, the QTL analysis based on the differential responses of <italic>Col</italic> and <italic>Ler A. thaliana</italic> accessions to Pi deprivation identified that the main determinants of this process reside in an alteration in the functioning of primary root apex (<xref ref-type="bibr" rid="B44">Reymond et al., 2006</xref>) while our results show that it is not the case for white lupin rootlets. Indeed, when the tip of the <italic>A. thaliana</italic> primary root detects external Pi limitation, a rapid inhibition of cell elongation occurs in the transition zone followed by a progressive arrest of cell proliferation (<xref ref-type="bibr" rid="B54">Svistoonoff et al., 2007</xref>; <xref ref-type="bibr" rid="B68">Ward et al., 2008</xref>; <xref ref-type="bibr" rid="B55">Ticconi et al., 2009</xref>; <xref ref-type="bibr" rid="B32">M&#x00FC;ller et al., 2015</xref>). The fine molecular dissection of this process has highlighted the involvement of LPR1-PDR2 and STOP1-ALMT modules leading to ROS regeneration and callose deposition in the plasmodesmata of the root apical meristem, inducing the root tip decay (<xref ref-type="bibr" rid="B3">Balzergue et al., 2017</xref>; <xref ref-type="bibr" rid="B31">Mora-Mac&#x00ED;as et al., 2017</xref>; <xref ref-type="bibr" rid="B17">Guti&#x00E9;rrez-Alan&#x00ED;s et al., 2018</xref>). In opposition to the <italic>A. thaliana</italic> primary root response, the anatomic and molecular descriptions of white lupin rootlet development show a rapid exhaustion of stem cell niche after emergence, and then, an arrest of cell divisions while elongation goes on, along with the differentiation of all rootlet cells. As quoted earlier, the necrotic appearance described in <italic>A. thaliana</italic> primary root (<xref ref-type="bibr" rid="B48">S&#x00E1;nchez-Calder&#x00F3;n et al., 2005</xref>) was not observed in the rootlets studied. In opposition, rootlets remain fully active with a burst of membrane transporters, phosphatases, PEP-carboxylase and pentose phosphate cycle activities, revealing a very intense metabolic phase. All these results led to propose that the determinate growth of the white lupin rootlet is not similar to that of <italic>A. thaliana</italic> primary root, but rather looks like a transition from canonical meristematic structures to differentiated tissues highly active and specialized in nutritional activities.</p>
</sec>
<sec id="S4.SS3">
<title>Root Determinacy Is a Hallmark of Plants Growing in Adverse Conditions to Cope With Water or Pi Deficiency</title>
<p>In many plants, the determinacy of root growth is only induced by mechanical or nutritional stresses (<xref ref-type="bibr" rid="B52">Shishkova et al., 2008</xref>). In white lupin, or some Cactaceae, a more regular determinacy appears in the root system (<xref ref-type="bibr" rid="B13">Dubrovsky, 1997</xref>; <xref ref-type="bibr" rid="B52">Shishkova et al., 2008</xref>). These plants naturally grow in adverse environments. In white lupin, formation of cluster roots is a response to Pi shortage and allows the exploitation of a low mobile Pi pool. We showed that rootlet reaches its higher metabolic activity when it stops growing. In the same way, recent transcriptome analysis has underlined the role of water stress in the regulation of the cactus <italic>Pachycereus pringlei</italic> primary root determinacy to favor the development of the upper part of the root system (<xref ref-type="bibr" rid="B45">Rodr&#x00EC;guez-Alonso et al., 2018</xref>). In maize (<xref ref-type="bibr" rid="B63">Varney and Mccully, 1991</xref>) and, more recently, in other cereals such as rice (<xref ref-type="bibr" rid="B43">Rebouillat et al., 2009</xref>) or pearl millet (<xref ref-type="bibr" rid="B38">Passot et al., 2018</xref>), lateral roots with a determinate fate have also been described. The proportion of short and long lateral roots was shown to be under the control of both environmental and genetic factors (<xref ref-type="bibr" rid="B64">Vejchasarn et al., 2016</xref>). In maize, the presence of short determinate roots is genetically controlled and varies between cultivars (<xref ref-type="bibr" rid="B9">Dowd et al., 2019</xref>). Short determinate maize lateral roots have open xylem vessels down to the tip, favoring high water conductivity (<xref ref-type="bibr" rid="B66">Wang et al., 1994</xref>). However, water deficit conditions delay the determinacy program to give priority to root elongation and water foraging (<xref ref-type="bibr" rid="B10">Dowd et al., 2020</xref>). It is interesting to note that root determinacy in cactus and white lupin is an adaptation to low mobile resources, rain water and Pi pools, respectively, whereas it is delayed in cereals to favor a deeper root system, illustrating the root dilemma between maximizing soil exploitation or soil exploration.</p>
<p>The fine study of white lupin rootlet development gave a clear illustration of this dilemma showing that exhaustion of the meristematic zone is required to build a short organ specialized in soil mining to optimize solubilization and absorption. The intricate molecular controls of the determinate growth leading to a complete differentiation into specialized roots dedicated to mining instead of foraging, is fully unknown and the study of white lupin rootlet development provides a powerful model to gain insight into this question.</p>
</sec>
</sec>
<sec sec-type="data-availability" id="S5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>PD, LM, and TL contributed to conception and design of the study. TL performed the main experiments. CC and LB provided technical assistance in molecular biology and hairy root transformation. LM supervised microscope experiments. AS and PD analyzed the transcriptome data. BH, BP, and FD generated tools and analyzed data. LM and TL wrote the article. All authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s7">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="FUN1">
<title>Funding</title>
<p>This project has received funding from the European Research Council (ERC) under the European Union&#x2019;s Horizon 2020 Research and Innovation Program (Starting Grant LUPINROOTS &#x2013; grant agreement No 637420 to BP).</p>
</sec>
<ack>
<p>We acknowledge the imaging facility MRI, member of the France-BioImaging infrastructure supported by the French National Research Agency (ANR-10-INBS-04, &#x201C;investments for the future&#x201D;) and especially Carine Alcon from the platform PHIV (Plateforme d&#x2019;Histocytologie et d&#x2019;Imagerie Cellulaire V&#x00E9;g&#x00E9;tale), for her valuable comments and technical assistance on microscopy imaging.</p>
</ack>
<sec id="S9" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2021.738172/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2021.738172/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="DS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_1.xlsx" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_2.xlsx" id="TS2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Abdolzadeh</surname> <given-names>A.</given-names></name> <name><surname>Wang</surname> <given-names>X.</given-names></name> <name><surname>Veneklaas</surname> <given-names>E. J.</given-names></name> <name><surname>Lambers</surname> <given-names>H.</given-names></name></person-group> (<year>2010</year>). <article-title>Effects of phosphorus supply on growth, phosphate concentration and cluster-root formation in three <italic>Lupinus</italic> species.</article-title> <source><italic>Ann. Bot.</italic></source> <volume>105</volume> <fpage>365</fpage>&#x2013;<lpage>374</lpage>. <pub-id pub-id-type="doi">10.1093/aob/mcp297</pub-id> <pub-id pub-id-type="pmid">20037142</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Al-Ghazi</surname> <given-names>Y.</given-names></name> <name><surname>Muller</surname> <given-names>B.</given-names></name> <name><surname>Pinloche</surname> <given-names>S.</given-names></name> <name><surname>Tranbarger</surname> <given-names>T. J.</given-names></name> <name><surname>Nacry</surname> <given-names>P.</given-names></name> <name><surname>Rossignol</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2003</year>). <article-title>Temporal responses of Arabidopsis root architecture to phosphate starvation: evidence for the involvement of auxin signalling.</article-title> <source><italic>Plant Cell. Environ.</italic></source> <volume>26</volume> <fpage>1053</fpage>&#x2013;<lpage>1066</lpage>. <pub-id pub-id-type="doi">10.1046/j.1365-3040.2003.01030.x</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Balzergue</surname> <given-names>C.</given-names></name> <name><surname>Dartevelle</surname> <given-names>T.</given-names></name> <name><surname>Godon</surname> <given-names>C.</given-names></name> <name><surname>Laugier</surname> <given-names>E.</given-names></name> <name><surname>Meisrimler</surname> <given-names>C.</given-names></name> <name><surname>Teulon</surname> <given-names>J.-M.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Low phosphate activates STOP1-ALMT1 to rapidly inhibit root cell elongation.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>8</volume>:<fpage>15300</fpage>.</citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bouain</surname> <given-names>N.</given-names></name> <name><surname>Doumas</surname> <given-names>P.</given-names></name> <name><surname>Rouached</surname> <given-names>H.</given-names></name></person-group> (<year>2016</year>). <article-title>Recent advances in understanding the molecular mechanisms regulating the root system response to phosphate deficiency in <italic>Arabidopsis</italic>.</article-title> <source><italic>Curr. Genom.</italic></source> <volume>17</volume>:<fpage>308</fpage>. <pub-id pub-id-type="doi">10.2174/1389202917666160331201812</pub-id> <pub-id pub-id-type="pmid">27499680</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cassan</surname> <given-names>O.</given-names></name> <name><surname>L&#x00E8;bre</surname> <given-names>S.</given-names></name> <name><surname>Martin</surname> <given-names>A.</given-names></name></person-group> (<year>2021</year>). <article-title>Inferring and analyzing gene regulatory networks from multi-factorial expression data: a complete and interactive suite.</article-title> <source><italic>BMC Genom.</italic></source> <volume>22</volume>:<fpage>387</fpage>. <pub-id pub-id-type="doi">10.1186/s12864-021-07659-2</pub-id> <pub-id pub-id-type="pmid">34039282</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cheng</surname> <given-names>L.</given-names></name> <name><surname>Bucciarelli</surname> <given-names>B.</given-names></name> <name><surname>Shen</surname> <given-names>J.</given-names></name> <name><surname>Allan</surname> <given-names>D.</given-names></name> <name><surname>Vance</surname> <given-names>C. P.</given-names></name></person-group> (<year>2011</year>). <article-title>Update on white lupin cluster root acclimation to phosphorus deficiency update on lupin cluster roots.</article-title> <source><italic>Plant Physiol.</italic></source> <volume>156</volume>:<fpage>1025</fpage>. <pub-id pub-id-type="doi">10.1104/pp.111.175174</pub-id> <pub-id pub-id-type="pmid">21464472</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chiou</surname> <given-names>T. J.</given-names></name> <name><surname>Lin</surname> <given-names>S. I.</given-names></name></person-group> (<year>2011</year>). <article-title>Signaling network in sensing phosphate availability in plants.</article-title> <source><italic>Annu. Rev. Plant Biol.</italic></source> <volume>62</volume> <fpage>185</fpage>&#x2013;<lpage>206</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-arplant-042110-103849</pub-id> <pub-id pub-id-type="pmid">21370979</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dinkelaker</surname> <given-names>B.</given-names></name> <name><surname>R&#x00F6;mheld</surname> <given-names>V.</given-names></name> <name><surname>Marschner</surname> <given-names>H.</given-names></name></person-group> (<year>1989</year>). <article-title>Citric acid excretion and precipitation of calcium citrate in the rhizosphere of white lupin (Lupinus albus L.).</article-title> <source><italic>Plant Cell. Environ.</italic></source> <volume>12</volume> <fpage>285</fpage>&#x2013;<lpage>292</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-3040.1989.tb01942.x</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dowd</surname> <given-names>T. G.</given-names></name> <name><surname>Braun</surname> <given-names>D. M.</given-names></name> <name><surname>Sharp</surname> <given-names>R. E.</given-names></name></person-group> (<year>2019</year>). <article-title>Maize lateral root developmental plasticity induced by mild water stress. I: Genotypic variation across a high-resolution series of water potentials.</article-title> <source><italic>Plant Cell. Environ.</italic></source> <volume>42</volume> <fpage>2259</fpage>&#x2013;<lpage>2273</lpage>. <pub-id pub-id-type="doi">10.1111/pce.13399</pub-id> <pub-id pub-id-type="pmid">29981147</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dowd</surname> <given-names>T. G.</given-names></name> <name><surname>Braun</surname> <given-names>D. M.</given-names></name> <name><surname>Sharp</surname> <given-names>R. E.</given-names></name></person-group> (<year>2020</year>). <article-title>Maize lateral root developmental plasticity induced by mild water stress. II: Genotype-specific spatio-temporal effects on determinate development.</article-title> <source><italic>Plant Cell. Environ.</italic></source> <volume>43</volume> <fpage>2409</fpage>&#x2013;<lpage>2427</lpage>. <pub-id pub-id-type="doi">10.1111/pce.13840</pub-id> <pub-id pub-id-type="pmid">32644247</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Drisch</surname> <given-names>R. C.</given-names></name> <name><surname>Stahl</surname> <given-names>Y.</given-names></name></person-group> (<year>2015</year>). <article-title>Function and regulation of transcription factors involved in root apical meristem and stem cell maintenance.</article-title> <source><italic>Front. Plant Sci.</italic></source> <volume>6</volume>:<fpage>505</fpage>. <pub-id pub-id-type="doi">10.3389/fpls.2015.00505</pub-id> <pub-id pub-id-type="pmid">26217359</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Du</surname> <given-names>Y.</given-names></name> <name><surname>Scheres</surname> <given-names>B.</given-names></name></person-group> (<year>2017</year>). <article-title>PLETHORA transcription factors orchestrate de novo organ patterning during Arabidopsis lateral root outgrowth.</article-title> <source><italic>PNAS</italic></source> <volume>114</volume> <fpage>11709</fpage>&#x2013;<lpage>11714</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1714410114</pub-id> <pub-id pub-id-type="pmid">29078398</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dubrovsky</surname> <given-names>J. G.</given-names></name></person-group> (<year>1997</year>). <article-title>Determinate primary-root growth in seedlings of sonoran desert cactaceae; its organization, cellular basis, and ecological significance.</article-title> <source><italic>Planta</italic></source> <volume>203</volume> <fpage>85</fpage>&#x2013;<lpage>92</lpage>. <pub-id pub-id-type="doi">10.1007/s004250050168</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>French</surname> <given-names>A. P.</given-names></name> <name><surname>Wilson</surname> <given-names>M. H.</given-names></name> <name><surname>Kenobi</surname> <given-names>K.</given-names></name> <name><surname>Dietrich</surname> <given-names>D.</given-names></name> <name><surname>Vo&#x00DF;</surname> <given-names>U.</given-names></name> <name><surname>Ubeda-Tom&#x00E1;s</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Identifying biological landmarks using a novel cell measuring image analysis tool: Cell-o-Tape.</article-title> <source><italic>Plant Methods</italic></source> <volume>8</volume>:<fpage>7</fpage>. <pub-id pub-id-type="doi">10.1186/1746-4811-8-7</pub-id> <pub-id pub-id-type="pmid">22385537</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gallardo</surname> <given-names>C.</given-names></name> <name><surname>Hufnagel</surname> <given-names>B.</given-names></name> <name><surname>Casset</surname> <given-names>C.</given-names></name> <name><surname>Alcon</surname> <given-names>C.</given-names></name> <name><surname>Garcia</surname> <given-names>F.</given-names></name> <name><surname>Divol</surname> <given-names>F.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Anatomical and hormonal description of rootlet primordium development along white lupin cluster root.</article-title> <source><italic>Physiol. Plant</italic></source> <volume>165</volume> <fpage>4</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.1111/ppl.12714</pub-id> <pub-id pub-id-type="pmid">29493786</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Goh</surname> <given-names>T.</given-names></name> <name><surname>Toyokura</surname> <given-names>K.</given-names></name> <name><surname>Wells</surname> <given-names>D. M.</given-names></name> <name><surname>Swarup</surname> <given-names>K.</given-names></name> <name><surname>Yamamoto</surname> <given-names>M.</given-names></name> <name><surname>Mimura</surname> <given-names>T.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Quiescent center initiation in the Arabidopsis lateral root primordia is dependent on the SCARECROW transcription factor.</article-title> <source><italic>Development</italic></source> <volume>143</volume> <fpage>3363</fpage>&#x2013;<lpage>3371</lpage>.</citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guti&#x00E9;rrez-Alan&#x00ED;s</surname> <given-names>D.</given-names></name> <name><surname>Ojeda-Rivera</surname> <given-names>J. O.</given-names></name> <name><surname>Yong-Villalobos</surname> <given-names>L.</given-names></name> <name><surname>C&#x00E1;rdenas-Torres</surname> <given-names>L.</given-names></name> <name><surname>Herrera-Estrella</surname> <given-names>L.</given-names></name></person-group> (<year>2018</year>). <article-title>Adaptation to phosphate scarcity: Tips from <italic>Arabidopsis</italic> roots.</article-title> <source><italic>Trends Plant Sci.</italic></source> <volume>23</volume> <fpage>721</fpage>&#x2013;<lpage>730</lpage>. <pub-id pub-id-type="doi">10.1016/j.tplants.2018.04.006</pub-id> <pub-id pub-id-type="pmid">29764728</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hern&#x00E1;ndez-Barrera</surname> <given-names>A.</given-names></name> <name><surname>Ugartechea-Chirino</surname> <given-names>Y.</given-names></name> <name><surname>Shishkova</surname> <given-names>S.</given-names></name> <name><surname>Napsucialy-Mendivil</surname> <given-names>S.</given-names></name> <name><surname>Soukup</surname> <given-names>A.</given-names></name> <name><surname>Reyes-Hern&#x00E1;ndez</surname> <given-names>B. J.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>Apical meristem exhaustion during determinate primary root growth in the moots koom 1 mutant of Arabidopsis thaliana.</article-title> <source><italic>Planta</italic></source> <volume>234</volume> <fpage>1163</fpage>&#x2013;<lpage>1177</lpage>. <pub-id pub-id-type="doi">10.1007/s00425-011-1470-4</pub-id> <pub-id pub-id-type="pmid">21744091</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Holford</surname> <given-names>I. C. R.</given-names></name></person-group> (<year>1997</year>). <article-title>Soil phosphorus: its measurement, and its uptake by plants.</article-title> <source><italic>Soil Res.</italic></source> <volume>35</volume> <fpage>227</fpage>&#x2013;<lpage>240</lpage>.</citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hufnagel</surname> <given-names>B.</given-names></name> <name><surname>Marques</surname> <given-names>A.</given-names></name> <name><surname>Soriano</surname> <given-names>A.</given-names></name> <name><surname>Marqu&#x00E8;s</surname> <given-names>L.</given-names></name> <name><surname>Divol</surname> <given-names>F.</given-names></name> <name><surname>Doumas</surname> <given-names>P.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>High-quality genome sequence of white lupin provides insight into soil exploration and seed quality.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>11</volume>:<fpage>492</fpage>.</citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Johnson</surname> <given-names>J. F.</given-names></name> <name><surname>Vance</surname> <given-names>C. P.</given-names></name> <name><surname>Allan</surname> <given-names>D. L.</given-names></name></person-group> (<year>1996</year>). <article-title>Phosphorus deficiency in <italic>Lupinus albus</italic> (Altered lateral root development and enhanced expression of Phosphoenolpyruvate Carboxylase).</article-title> <source><italic>Plant Physiol.</italic></source> <volume>112</volume> <fpage>31</fpage>&#x2013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.1104/pp.112.1.31</pub-id> <pub-id pub-id-type="pmid">8819319</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Karimi</surname> <given-names>M.</given-names></name> <name><surname>Inz&#x00E9;</surname> <given-names>D.</given-names></name> <name><surname>Depicker</surname> <given-names>A.</given-names></name></person-group> (<year>2002</year>). <article-title>GATEWAY<sup>TM</sup> vectors for Agrobacterium-mediated plant transformation.</article-title> <source><italic>Trends Plant Sci.</italic></source> <volume>7</volume> <fpage>193</fpage>&#x2013;<lpage>195</lpage>. <pub-id pub-id-type="doi">10.1016/s1360-1385(02)02251-3</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>D.</given-names></name> <name><surname>Paggi</surname> <given-names>J. M.</given-names></name> <name><surname>Park</surname> <given-names>C.</given-names></name> <name><surname>Bennett</surname> <given-names>C.</given-names></name> <name><surname>Salzberg</surname> <given-names>S. L.</given-names></name></person-group> (<year>2019</year>). <article-title>Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype.</article-title> <source><italic>Nat. Biotechnol.</italic></source> <volume>37</volume> <fpage>907</fpage>&#x2013;<lpage>915</lpage>. <pub-id pub-id-type="doi">10.1038/s41587-019-0201-4</pub-id> <pub-id pub-id-type="pmid">31375807</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lambers</surname> <given-names>H.</given-names></name> <name><surname>Shane</surname> <given-names>M. W.</given-names></name> <name><surname>Cramer</surname> <given-names>M. D.</given-names></name> <name><surname>Pearse</surname> <given-names>S. J.</given-names></name> <name><surname>Veneklaas</surname> <given-names>E. J.</given-names></name></person-group> (<year>2006</year>). <article-title>Root structure and functioning for efficient acquisition of phosphorus: matching morphological and physiological traits.</article-title> <source><italic>Ann. Bot.</italic></source> <volume>98</volume> <fpage>693</fpage>&#x2013;<lpage>713</lpage>. <pub-id pub-id-type="doi">10.1093/aob/mcl114</pub-id> <pub-id pub-id-type="pmid">16769731</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>L&#x00F3;pez-Bucio</surname> <given-names>J.</given-names></name> <name><surname>Cruz-Ram&#x00ED;rez</surname> <given-names>A.</given-names></name> <name><surname>Herrera-Estrella</surname> <given-names>L.</given-names></name></person-group> (<year>2003</year>). <article-title>The role of nutrient availability in regulating root architecture.</article-title> <source><italic>Curr. Opin. Plant Biol.</italic></source> <volume>6</volume> <fpage>280</fpage>&#x2013;<lpage>287</lpage>. <pub-id pub-id-type="doi">10.1016/s1369-5266(03)00035-9</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>L&#x00F3;pez-Bucio</surname> <given-names>J.</given-names></name> <name><surname>Hern&#x00E1;ndez-Abreu</surname> <given-names>E.</given-names></name> <name><surname>S&#x00E1;nchez-Calder&#x00F3;n</surname> <given-names>L.</given-names></name> <name><surname>Nieto-Jacobo</surname> <given-names>M. A. F.</given-names></name> <name><surname>Simpson</surname> <given-names>J.</given-names></name> <name><surname>Herrera-Estrella</surname> <given-names>L.</given-names></name></person-group> (<year>2002</year>). <article-title>Phosphate availability alters architecture and causes changes in hormone sensitivity in the <italic>Arabidopsis</italic> root system.</article-title> <source><italic>Plant Physiol.</italic></source> <volume>129</volume> <fpage>244</fpage>&#x2013;<lpage>256</lpage>. <pub-id pub-id-type="doi">10.1104/pp.010934</pub-id> <pub-id pub-id-type="pmid">12011355</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lyu</surname> <given-names>Y.</given-names></name> <name><surname>Tang</surname> <given-names>H.</given-names></name> <name><surname>Li</surname> <given-names>H.</given-names></name> <name><surname>Zhang</surname> <given-names>F.</given-names></name> <name><surname>Rengel</surname> <given-names>Z.</given-names></name> <name><surname>Whalley</surname> <given-names>W. R.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Major crop species show differential balance between root morphological and physiological responses to variable phosphorus supply.</article-title> <source><italic>Front. Plant Sci.</italic></source> <volume>7</volume>:<fpage>1939</fpage>. <pub-id pub-id-type="doi">10.3389/fpls.2016.01939</pub-id> <pub-id pub-id-type="pmid">28066491</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Malamy</surname> <given-names>J. E.</given-names></name> <name><surname>Benfey</surname> <given-names>P. N.</given-names></name></person-group> (<year>1997</year>). <article-title>Organization and cell differentiation in lateral roots of Arabidopsis thaliana.</article-title> <source><italic>Development</italic></source> <volume>124</volume> <fpage>33</fpage>&#x2013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1242/dev.124.1.33</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Martin</surname> <given-names>M.</given-names></name></person-group> (<year>2011</year>). <article-title>Cutadapt removes adapter sequences from high-throughput sequencing reads.</article-title> <source><italic>EMBnet. J.</italic></source> <volume>17</volume>:<fpage>3</fpage>.</citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Massonneau</surname> <given-names>A.</given-names></name> <name><surname>Langlade</surname> <given-names>N.</given-names></name> <name><surname>L&#x00E9;on</surname> <given-names>S.</given-names></name> <name><surname>Smutny</surname> <given-names>J.</given-names></name> <name><surname>Vogt</surname> <given-names>E.</given-names></name> <name><surname>Neumann</surname> <given-names>G.</given-names></name><etal/></person-group> (<year>2001</year>). <article-title>Metabolic changes associated with cluster root development in white lupin (Lupinus albus L.): relationship between organic acid excretion, sucrose metabolism and energy status.</article-title> <source><italic>Planta</italic></source> <volume>213</volume> <fpage>534</fpage>&#x2013;<lpage>542</lpage>. <pub-id pub-id-type="doi">10.1007/s004250100529</pub-id> <pub-id pub-id-type="pmid">11556785</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mora-Mac&#x00ED;as</surname> <given-names>J.</given-names></name> <name><surname>Ojeda-Rivera</surname> <given-names>J. O.</given-names></name> <name><surname>Guti&#x00E9;rrez-Alan&#x00ED;s</surname> <given-names>D.</given-names></name> <name><surname>Yong-Villalobos</surname> <given-names>L.</given-names></name> <name><surname>Oropeza-Aburto</surname> <given-names>A.</given-names></name> <name><surname>Raya-Gonz&#x00E1;lez</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Malate-dependent Fe accumulation is a critical checkpoint in the root developmental response to low phosphate.</article-title> <source><italic>PNAS</italic></source> <volume>114</volume>:<fpage>E3563</fpage>.</citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>M&#x00FC;ller</surname> <given-names>J.</given-names></name> <name><surname>G&#x00F6;dde</surname> <given-names>V.</given-names></name> <name><surname>Niehaus</surname> <given-names>K.</given-names></name> <name><surname>Z&#x00F6;rb</surname> <given-names>C.</given-names></name></person-group> (<year>2015</year>). <article-title>Metabolic adaptations of white lupin roots and shoots under phosphorus deficiency.</article-title> <source><italic>Front. Plant Sci.</italic></source> <volume>6</volume>:<fpage>1014</fpage>. <pub-id pub-id-type="doi">10.3389/fpls.2015.01014</pub-id> <pub-id pub-id-type="pmid">26635840</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nacry</surname> <given-names>P.</given-names></name> <name><surname>Canivenc</surname> <given-names>G. V.</given-names></name> <name><surname>Muller</surname> <given-names>B.</given-names></name> <name><surname>Azmi</surname> <given-names>A.</given-names></name> <name><surname>Van Onckelen</surname> <given-names>H.</given-names></name> <name><surname>Rossignol</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2005</year>). <article-title>A role for auxin redistribution in the responses of the root system architecture to phosphate starvation in <italic>Arabidopsis</italic>.</article-title> <source><italic>Plant Physiol.</italic></source> <volume>138</volume> <fpage>2061</fpage>&#x2013;<lpage>2074</lpage>. <pub-id pub-id-type="doi">10.1104/pp.105.060061</pub-id> <pub-id pub-id-type="pmid">16040660</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Neumann</surname> <given-names>G.</given-names></name> <name><surname>Martinoia</surname> <given-names>E.</given-names></name></person-group> (<year>2002</year>). <article-title>Cluster roots &#x2013; an underground adaptation for survival in extreme environments.</article-title> <source><italic>Trends Plant Sci.</italic></source> <volume>7</volume> <fpage>162</fpage>&#x2013;<lpage>167</lpage>. <pub-id pub-id-type="doi">10.1016/s1360-1385(02)02241-0</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Neumann</surname> <given-names>G.</given-names></name> <name><surname>Massonneau</surname> <given-names>A.</given-names></name> <name><surname>Langlade</surname> <given-names>N.</given-names></name> <name><surname>Dinkelaker</surname> <given-names>B.</given-names></name> <name><surname>Hengeler</surname> <given-names>C.</given-names></name> <name><surname>R&#x00F6;mheld</surname> <given-names>V.</given-names></name><etal/></person-group> (<year>2000</year>). <article-title>Physiological aspects of cluster root function and development in phosphorus-deficient white lupin (Lupinus albus L.).</article-title> <source><italic>Ann. Bot.</italic></source> <volume>85</volume> <fpage>909</fpage>&#x2013;<lpage>919</lpage>. <pub-id pub-id-type="doi">10.1006/anbo.2000.1135</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Neumann</surname> <given-names>G.</given-names></name> <name><surname>R&#x00F6;mheld</surname> <given-names>V.</given-names></name></person-group> (<year>1999</year>). <article-title>Root excretion of carboxylic acids and protons in phosphorus-deficient plants.</article-title> <source><italic>Plant Soil</italic></source> <volume>211</volume> <fpage>121</fpage>&#x2013;<lpage>130</lpage>.</citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pantigoso</surname> <given-names>H. A.</given-names></name> <name><surname>Yuan</surname> <given-names>J.</given-names></name> <name><surname>He</surname> <given-names>Y.</given-names></name> <name><surname>Guo</surname> <given-names>Q.</given-names></name> <name><surname>Vollmer</surname> <given-names>C.</given-names></name> <name><surname>Vivanco</surname> <given-names>J. M.</given-names></name></person-group> (<year>2020</year>). <article-title>Role of root exudates on assimilation of phosphorus in young and old Arabidopsis thaliana plants.</article-title> <source><italic>PLoS One</italic></source> <volume>15</volume>:<fpage>e0234216</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0234216</pub-id> <pub-id pub-id-type="pmid">32492072</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Passot</surname> <given-names>S.</given-names></name> <name><surname>Moreno-Ortega</surname> <given-names>B.</given-names></name> <name><surname>Moukouanga</surname> <given-names>D.</given-names></name> <name><surname>Balsera</surname> <given-names>C.</given-names></name> <name><surname>Guyomarc&#x2019;h</surname> <given-names>S.</given-names></name> <name><surname>Lucas</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>A new phenotyping pipeline reveals three types of lateral roots and a random branching pattern in two cereals.</article-title> <source><italic>Plant Physiol.</italic></source> <volume>177</volume> <fpage>896</fpage>&#x2013;<lpage>910</lpage>.</citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>P&#x00E9;ret</surname> <given-names>B.</given-names></name> <name><surname>Desnos</surname> <given-names>T.</given-names></name> <name><surname>Jost</surname> <given-names>R.</given-names></name> <name><surname>Kanno</surname> <given-names>S.</given-names></name> <name><surname>Berkowitz</surname> <given-names>O.</given-names></name> <name><surname>Nussaume</surname> <given-names>L.</given-names></name></person-group> (<year>2014</year>). <article-title>Root architecture responses: In search of phosphate.</article-title> <source><italic>Plant Physiol.</italic></source> <volume>166</volume> <fpage>1713</fpage>&#x2013;<lpage>1723</lpage>. <pub-id pub-id-type="doi">10.1104/pp.114.244541</pub-id> <pub-id pub-id-type="pmid">25341534</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pertea</surname> <given-names>M.</given-names></name> <name><surname>Pertea</surname> <given-names>G. M.</given-names></name> <name><surname>Antonescu</surname> <given-names>C. M.</given-names></name> <name><surname>Chang</surname> <given-names>T.-C.</given-names></name> <name><surname>Mendell</surname> <given-names>J. T.</given-names></name> <name><surname>Salzberg</surname> <given-names>S. L.</given-names></name></person-group> (<year>2015</year>). <article-title>StringTie enables improved reconstruction of a transcriptome from RNA-seq reads.</article-title> <source><italic>Nat. Biotechnol.</italic></source> <volume>33</volume> <fpage>290</fpage>&#x2013;<lpage>295</lpage>. <pub-id pub-id-type="doi">10.1038/nbt.3122</pub-id> <pub-id pub-id-type="pmid">25690850</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pi</surname> <given-names>L.</given-names></name> <name><surname>Aichinger</surname> <given-names>E.</given-names></name> <name><surname>Van der graaff</surname> <given-names>E.</given-names></name> <name><surname>Llavata-Peris</surname> <given-names>C. I.</given-names></name> <name><surname>Weijers</surname> <given-names>D.</given-names></name> <name><surname>Hennig</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Organizer-Derived WOX5 signal maintains root columella stem cells through chromatin-mediated repression of CDF4 expression.</article-title> <source><italic>Dev. Cell.</italic></source> <volume>33</volume> <fpage>576</fpage>&#x2013;<lpage>588</lpage>.</citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Puga</surname> <given-names>M. I.</given-names></name> <name><surname>Rojas-Triana</surname> <given-names>M.</given-names></name> <name><surname>De Lorenzo</surname> <given-names>L.</given-names></name> <name><surname>Leyva</surname> <given-names>A.</given-names></name> <name><surname>Rubio</surname> <given-names>V.</given-names></name> <name><surname>Paz-Ares</surname> <given-names>J.</given-names></name></person-group> (<year>2017</year>). <article-title>Novel signals in the regulation of Pi starvation responses in plants: facts and promises.</article-title> <source><italic>Curr. Opin. Plant Biol.</italic></source> <volume>39</volume> <fpage>40</fpage>&#x2013;<lpage>49</lpage>. <pub-id pub-id-type="doi">10.1016/j.pbi.2017.05.007</pub-id> <pub-id pub-id-type="pmid">28587933</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rebouillat</surname> <given-names>J.</given-names></name> <name><surname>Dievart</surname> <given-names>A.</given-names></name> <name><surname>Verdeil</surname> <given-names>J. L.</given-names></name> <name><surname>Escoute</surname> <given-names>J.</given-names></name> <name><surname>Giese</surname> <given-names>G.</given-names></name> <name><surname>Breitler</surname> <given-names>J. C.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>Molecular genetics of rice root development.</article-title> <source><italic>Rice</italic></source> <volume>2</volume> <fpage>15</fpage>&#x2013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1007/s12284-008-9016-5</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reymond</surname> <given-names>M.</given-names></name> <name><surname>Svistoonoff</surname> <given-names>S.</given-names></name> <name><surname>Loudet</surname> <given-names>O.</given-names></name> <name><surname>Nussaume</surname> <given-names>L.</given-names></name> <name><surname>Desnos</surname> <given-names>T.</given-names></name></person-group> (<year>2006</year>). <article-title>Identification of QTL controlling root growth response to phosphate starvation in Arabidopsis thaliana.</article-title> <source><italic>Plant Cell. Environ.</italic></source> <volume>29</volume> <fpage>115</fpage>&#x2013;<lpage>125</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-3040.2005.01405.x</pub-id> <pub-id pub-id-type="pmid">17086758</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rodr&#x00EC;guez-Alonso</surname> <given-names>G.</given-names></name> <name><surname>Matvienko</surname> <given-names>M.</given-names></name> <name><surname>L&#x00FB;pez-Valle</surname> <given-names>M. L.</given-names></name> <name><surname>Zaro-Mixteco</surname> <given-names>P. E.</given-names></name> <name><surname>Napsucialy-Mendivil</surname> <given-names>S.</given-names></name> <name><surname>Dubrovsky</surname> <given-names>J. G.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Transcriptomics insights into the genetic regulation of root apical meristem exhaustion and determinate primary root growth in Pachycereus pringlei (Cactaceae).</article-title> <source><italic>Sci. Rep.</italic></source> <volume>8</volume>:<fpage>8529</fpage>.</citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rogers</surname> <given-names>E. D.</given-names></name> <name><surname>Benfey</surname> <given-names>P. N.</given-names></name></person-group> (<year>2015</year>). <article-title>Regulation of plant root system architecture: implications for crop advancement.</article-title> <source><italic>Curr. Opin. Biotech.</italic></source> <volume>32</volume> <fpage>93</fpage>&#x2013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.1016/j.copbio.2014.11.015</pub-id> <pub-id pub-id-type="pmid">25448235</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sabatini</surname> <given-names>S.</given-names></name> <name><surname>Heidstra</surname> <given-names>R.</given-names></name> <name><surname>Wildwater</surname> <given-names>M.</given-names></name> <name><surname>Scheres</surname> <given-names>B.</given-names></name></person-group> (<year>2003</year>). <article-title>SCARECROW is involved in positioning the stem cell niche in the <italic>Arabidopsis</italic> root meristem.</article-title> <source><italic>Genes. Dev.</italic></source> <volume>17</volume> <fpage>354</fpage>&#x2013;<lpage>358</lpage>. <pub-id pub-id-type="doi">10.1101/gad.252503</pub-id> <pub-id pub-id-type="pmid">12569126</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>S&#x00E1;nchez-Calder&#x00F3;n</surname> <given-names>L.</given-names></name> <name><surname>L&#x00F3;pez-Bucio</surname> <given-names>J.</given-names></name> <name><surname>Chac&#x00F3;n-L&#x00F3;pez</surname> <given-names>A.</given-names></name> <name><surname>Cruz-Ram&#x00ED;rez</surname> <given-names>A.</given-names></name> <name><surname>Nieto-Jacobo</surname> <given-names>F.</given-names></name> <name><surname>Dubrovsky</surname> <given-names>J. G.</given-names></name><etal/></person-group> (<year>2005</year>). <article-title>Phosphate starvation induces a determinate developmental program in the roots of <italic>Arabidopsis thaliana</italic>.</article-title> <source><italic>Plant Cell Physiol.</italic></source> <volume>46</volume> <fpage>174</fpage>&#x2013;<lpage>184</lpage>. <pub-id pub-id-type="doi">10.1093/pcp/pci011</pub-id> <pub-id pub-id-type="pmid">15659445</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sbabou</surname> <given-names>L.</given-names></name> <name><surname>Bucciarelli</surname> <given-names>B.</given-names></name> <name><surname>Miller</surname> <given-names>S.</given-names></name> <name><surname>Liu</surname> <given-names>J.</given-names></name> <name><surname>Berhada</surname> <given-names>F.</given-names></name> <name><surname>Filali-Maltouf</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>Molecular analysis of SCARECROW genes expressed in white lupin cluster roots.</article-title> <source><italic>J. Exp. Bot.</italic></source> <volume>61</volume> <fpage>1351</fpage>&#x2013;<lpage>1363</lpage>. <pub-id pub-id-type="doi">10.1093/jxb/erp400</pub-id> <pub-id pub-id-type="pmid">20167612</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Secco</surname> <given-names>D.</given-names></name> <name><surname>Jabnoune</surname> <given-names>M.</given-names></name> <name><surname>Walker</surname> <given-names>H.</given-names></name> <name><surname>Shou</surname> <given-names>H.</given-names></name> <name><surname>Wu</surname> <given-names>P.</given-names></name> <name><surname>Poirier</surname> <given-names>Y.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Spatio-temporal transcript profiling of rice roots and shoots in response to phosphate starvation and recovery.</article-title> <source><italic>Plant Cell.</italic></source> <volume>25</volume> <fpage>4285</fpage>&#x2013;<lpage>4304</lpage>. <pub-id pub-id-type="doi">10.1105/tpc.113.117325</pub-id> <pub-id pub-id-type="pmid">24249833</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Secco</surname> <given-names>D.</given-names></name> <name><surname>Shou</surname> <given-names>H.</given-names></name> <name><surname>Whelan</surname> <given-names>J.</given-names></name> <name><surname>Berkowitz</surname> <given-names>O.</given-names></name></person-group> (<year>2014</year>). <article-title>RNA-seq analysis identifies an intricate regulatory network controlling cluster root development in white lupin.</article-title> <source><italic>BMC Genom.</italic></source> <volume>15</volume>:<fpage>230</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2164-15-230</pub-id> <pub-id pub-id-type="pmid">24666749</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shishkova</surname> <given-names>S.</given-names></name> <name><surname>Rost</surname> <given-names>T. L.</given-names></name> <name><surname>Dubrovsky</surname> <given-names>J. G.</given-names></name></person-group> (<year>2008</year>). <article-title>Determinate root growth and meristem maintenance in angiosperms.</article-title> <source><italic>Ann. Bot.</italic></source> <volume>101</volume> <fpage>319</fpage>&#x2013;<lpage>340</lpage>. <pub-id pub-id-type="doi">10.1093/aob/mcm251</pub-id> <pub-id pub-id-type="pmid">17954472</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Skene</surname> <given-names>K. R.</given-names></name></person-group> (<year>1998</year>). <article-title>Cluster roots: some ecological considerations.</article-title> <source><italic>J. Ecol.</italic></source> <volume>86</volume> <fpage>1060</fpage>&#x2013;<lpage>1064</lpage>. <pub-id pub-id-type="doi">10.1046/j.1365-2745.1998.00326.x</pub-id></citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Svistoonoff</surname> <given-names>S.</given-names></name> <name><surname>Creff</surname> <given-names>A.</given-names></name> <name><surname>Reymond</surname> <given-names>M.</given-names></name> <name><surname>Sigoillot-Claude</surname> <given-names>C.</given-names></name> <name><surname>Ricaud</surname> <given-names>L.</given-names></name> <name><surname>Blanchet</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2007</year>). <article-title>Root tip contact with low-phosphate media reprograms plant root architecture.</article-title> <source><italic>Nat. Genet.</italic></source> <volume>39</volume> <fpage>792</fpage>&#x2013;<lpage>796</lpage>. <pub-id pub-id-type="doi">10.1038/ng2041</pub-id> <pub-id pub-id-type="pmid">17496893</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ticconi</surname> <given-names>C. A.</given-names></name> <name><surname>Lucero</surname> <given-names>R. D.</given-names></name> <name><surname>Sakhonwasee</surname> <given-names>S.</given-names></name> <name><surname>Adamson</surname> <given-names>A. W.</given-names></name> <name><surname>Creff</surname> <given-names>A.</given-names></name> <name><surname>Nussaume</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>ER-resident proteins PDR2 and LPR1 mediate the developmental response of root meristems to phosphate availability.</article-title> <source><italic>Proc. Natl. Acad. Sci. U S A.</italic></source> <volume>106</volume> <fpage>14174</fpage>&#x2013;<lpage>14179</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0901778106</pub-id> <pub-id pub-id-type="pmid">19666499</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tiziani</surname> <given-names>R.</given-names></name> <name><surname>Mimmo</surname> <given-names>T.</given-names></name> <name><surname>Valentinuzzi</surname> <given-names>F.</given-names></name> <name><surname>Pii</surname> <given-names>Y.</given-names></name> <name><surname>Celletti</surname> <given-names>S.</given-names></name> <name><surname>Cesco</surname> <given-names>S.</given-names></name></person-group> (<year>2020</year>). <article-title>Root handling affects carboxylates exudation and phosphate uptake of white lupin roots.</article-title> <source><italic>Front. Plant Sci.</italic></source> <volume>11</volume>:<fpage>584568</fpage>. <pub-id pub-id-type="doi">10.3389/fpls.2020.584568</pub-id> <pub-id pub-id-type="pmid">33117414</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tomasi</surname> <given-names>N.</given-names></name> <name><surname>Kretzschmar</surname> <given-names>T.</given-names></name> <name><surname>Espen</surname> <given-names>L.</given-names></name> <name><surname>Weisskopf</surname> <given-names>L.</given-names></name> <name><surname>Fuglsang</surname> <given-names>A.</given-names></name> <name><surname>Palmgren</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2009</year>). <article-title>Plasma membrane H+-ATPase-dependent citrate exudation from cluster roots of phosphate-deficient white lupin.</article-title> <source><italic>Plant Cell Environ.</italic></source> <volume>32</volume> <fpage>465</fpage>&#x2013;<lpage>475</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-3040.2009.01938.x</pub-id> <pub-id pub-id-type="pmid">19183296</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tomasi</surname> <given-names>N.</given-names></name> <name><surname>Weisskopf</surname> <given-names>L.</given-names></name> <name><surname>Renella</surname> <given-names>G.</given-names></name> <name><surname>Landi</surname> <given-names>L.</given-names></name> <name><surname>Pinton</surname> <given-names>R.</given-names></name> <name><surname>Varanini</surname> <given-names>Z.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>Flavonoids of white lupin roots participate in phosphorus mobilization from soil.</article-title> <source><italic>Soil Biol. Biochem.</italic></source> <volume>40</volume> <fpage>1971</fpage>&#x2013;<lpage>1974</lpage>. <pub-id pub-id-type="doi">10.1016/j.soilbio.2008.02.017</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Trinh</surname> <given-names>C. D.</given-names></name> <name><surname>Laplaze</surname> <given-names>L.</given-names></name> <name><surname>Guyomarc&#x2019;h</surname> <given-names>S.</given-names></name></person-group> (<year>2018</year>). <article-title>Lateral root formation: building a meristem de novo.</article-title> <source><italic>Annu. Plant Rev. Online</italic></source> <volume>1</volume> <fpage>847</fpage>&#x2013;<lpage>890</lpage>. <pub-id pub-id-type="doi">10.1002/9781119312994.apr0650</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Untergasser</surname> <given-names>A.</given-names></name> <name><surname>Cutcutache</surname> <given-names>I.</given-names></name> <name><surname>Koressaar</surname> <given-names>T.</given-names></name> <name><surname>Ye</surname> <given-names>J.</given-names></name> <name><surname>Faircloth</surname> <given-names>B. C.</given-names></name> <name><surname>Remm</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Primer3 - new capabilities and interfaces.</article-title> <source><italic>Nucleic Acids Res.</italic></source> <volume>40</volume>:<fpage>e115</fpage>. <pub-id pub-id-type="doi">10.1093/nar/gks596</pub-id> <pub-id pub-id-type="pmid">22730293</pub-id></citation></ref>
<ref id="B61"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ursache</surname> <given-names>R.</given-names></name> <name><surname>Andersen</surname> <given-names>T. G.</given-names></name> <name><surname>Marhav&#x0131;</surname> <given-names>P.</given-names></name> <name><surname>Geldner</surname> <given-names>N.</given-names></name></person-group> (<year>2018</year>). <article-title>A protocol for combining fluorescent proteins with histological stains for diverse cell wall components.</article-title> <source><italic>Plant J.</italic></source> <volume>93</volume> <fpage>399</fpage>&#x2013;<lpage>412</lpage>. <pub-id pub-id-type="doi">10.1111/tpj.13784</pub-id> <pub-id pub-id-type="pmid">29171896</pub-id></citation></ref>
<ref id="B62"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Den Berg</surname> <given-names>C.</given-names></name> <name><surname>Willemsen</surname> <given-names>V.</given-names></name> <name><surname>Hendriks</surname> <given-names>G.</given-names></name> <name><surname>Weisbeek</surname> <given-names>P.</given-names></name> <name><surname>Scheres</surname> <given-names>B.</given-names></name></person-group> (<year>1997</year>). <article-title>Short-range control of cell differentiation in the <italic>Arabidopsis</italic> root meristem.</article-title> <source><italic>Nature</italic></source> <volume>390</volume> <fpage>287</fpage>&#x2013;<lpage>289</lpage>. <pub-id pub-id-type="doi">10.1038/36856</pub-id> <pub-id pub-id-type="pmid">9384380</pub-id></citation></ref>
<ref id="B63"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Varney</surname> <given-names>G. T.</given-names></name> <name><surname>Mccully</surname> <given-names>M. E.</given-names></name></person-group> (<year>1991</year>). <article-title>The branch roots of Zea. II. Developmental loss of the apical meristem in field-grown roots.</article-title> <source><italic>New Phytol.</italic></source> <volume>118</volume> <fpage>535</fpage>&#x2013;<lpage>546</lpage>. <pub-id pub-id-type="doi">10.1111/j.1469-8137.1991.tb00993.x</pub-id></citation></ref>
<ref id="B64"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vejchasarn</surname> <given-names>P.</given-names></name> <name><surname>Lynch</surname> <given-names>J. P.</given-names></name> <name><surname>Brown</surname> <given-names>K. M.</given-names></name></person-group> (<year>2016</year>). <article-title>Genetic variability in phosphorus responses of rice root phenotypes.</article-title> <source><italic>Rice</italic></source> <volume>9</volume>:<fpage>29</fpage>.</citation></ref>
<ref id="B65"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>B. L.</given-names></name> <name><surname>Tang</surname> <given-names>X. Y.</given-names></name> <name><surname>Cheng</surname> <given-names>L. Y.</given-names></name> <name><surname>Zhang</surname> <given-names>A. Z.</given-names></name> <name><surname>Zhang</surname> <given-names>W. H.</given-names></name> <name><surname>Zhang</surname> <given-names>F. S.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>Nitric oxide is involved in phosphorus deficiency-induced cluster-root development and citrate exudation in white lupin.</article-title> <source><italic>New Phytol.</italic></source> <volume>187</volume> <fpage>1112</fpage>&#x2013;<lpage>1123</lpage>. <pub-id pub-id-type="doi">10.1111/j.1469-8137.2010.03323.x</pub-id> <pub-id pub-id-type="pmid">20553395</pub-id></citation></ref>
<ref id="B66"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>X. L.</given-names></name> <name><surname>Mccully</surname> <given-names>M. E.</given-names></name> <name><surname>Canny</surname> <given-names>M. J.</given-names></name></person-group> (<year>1994</year>). <article-title>The branch roots of zea.</article-title> <source><italic>New Phytol.</italic></source> <volume>126</volume> <fpage>21</fpage>&#x2013;<lpage>29</lpage>.</citation></ref>
<ref id="B67"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Z.</given-names></name> <name><surname>Straub</surname> <given-names>D.</given-names></name> <name><surname>Yang</surname> <given-names>H.</given-names></name> <name><surname>Kania</surname> <given-names>A.</given-names></name> <name><surname>Shen</surname> <given-names>J.</given-names></name> <name><surname>Ludewig</surname> <given-names>U.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>The regulatory network of cluster-root function and development in phosphate-deficient white lupin (Lupinus albus) identified by transcriptome sequencing.</article-title> <source><italic>Physiol. Plant</italic></source> <volume>151</volume> <fpage>323</fpage>&#x2013;<lpage>338</lpage>. <pub-id pub-id-type="doi">10.1111/ppl.12187</pub-id> <pub-id pub-id-type="pmid">24635386</pub-id></citation></ref>
<ref id="B68"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ward</surname> <given-names>J. T.</given-names></name> <name><surname>Lahner</surname> <given-names>B.</given-names></name> <name><surname>Yakubova</surname> <given-names>E.</given-names></name> <name><surname>Salt</surname> <given-names>D. E.</given-names></name> <name><surname>Raghothama</surname> <given-names>K. G.</given-names></name></person-group> (<year>2008</year>). <article-title>The effect of iron on the primary root elongation of arabidopsis during phosphate deficiency.</article-title> <source><italic>Plant Physiol.</italic></source> <volume>147</volume> <fpage>1181</fpage>&#x2013;<lpage>1191</lpage>. <pub-id pub-id-type="doi">10.1104/pp.108.118562</pub-id> <pub-id pub-id-type="pmid">18467463</pub-id></citation></ref>
<ref id="B69"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Watt</surname> <given-names>M.</given-names></name> <name><surname>Evans</surname> <given-names>J. R.</given-names></name></person-group> (<year>1999</year>). <article-title>Proteoid roots. Physiology and development.</article-title> <source><italic>Plant Physiol.</italic></source> <volume>121</volume> <fpage>317</fpage>&#x2013;<lpage>323</lpage>. <pub-id pub-id-type="doi">10.1104/pp.121.2.317</pub-id> <pub-id pub-id-type="pmid">10517822</pub-id></citation></ref>
<ref id="B70"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weisskopf</surname> <given-names>L.</given-names></name> <name><surname>Abou-Mansour</surname> <given-names>E.</given-names></name> <name><surname>Fromin</surname> <given-names>N.</given-names></name> <name><surname>Tomasi</surname> <given-names>N.</given-names></name> <name><surname>Santelia</surname> <given-names>D.</given-names></name> <name><surname>Edelkott</surname> <given-names>I.</given-names></name><etal/></person-group> (<year>2006</year>). <article-title>White lupin has developed a complex strategy to limit microbial degradation of secreted citrate required for phosphate acquisition.</article-title> <source><italic>Plant Cell. Environ.</italic></source> <volume>29</volume> <fpage>919</fpage>&#x2013;<lpage>927</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-3040.2005.01473.x</pub-id> <pub-id pub-id-type="pmid">17087475</pub-id></citation></ref>
<ref id="B71"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Willemsen</surname> <given-names>V.</given-names></name> <name><surname>Bauch</surname> <given-names>M.</given-names></name> <name><surname>Bennett</surname> <given-names>T.</given-names></name> <name><surname>Campilho</surname> <given-names>A.</given-names></name> <name><surname>Wolkenfelt</surname> <given-names>H.</given-names></name> <name><surname>Xu</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>The NAC domain transcription factors FEZ and SOMBRERO control the orientation of cell division plane in arabidopsis root stem cells.</article-title> <source><italic>Dev. Cell.</italic></source> <volume>15</volume> <fpage>913</fpage>&#x2013;<lpage>922</lpage>. <pub-id pub-id-type="doi">10.1016/j.devcel.2008.09.019</pub-id> <pub-id pub-id-type="pmid">19081078</pub-id></citation></ref>
<ref id="B72"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Williamson</surname> <given-names>L. C.</given-names></name> <name><surname>Ribrioux</surname> <given-names>S. P. C. P.</given-names></name> <name><surname>Fitter</surname> <given-names>A. H.</given-names></name> <name><surname>Leyser</surname> <given-names>H. M. O.</given-names></name></person-group> (<year>2001</year>). <article-title>Phosphate availability regulates root system architecture in arabidopsis.</article-title> <source><italic>Plant Physiol.</italic></source> <volume>126</volume> <fpage>875</fpage>&#x2013;<lpage>882</lpage>. <pub-id pub-id-type="doi">10.1104/pp.126.2.875</pub-id> <pub-id pub-id-type="pmid">11402214</pub-id></citation></ref>
<ref id="B73"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zanin</surname> <given-names>L.</given-names></name> <name><surname>Venuti</surname> <given-names>S.</given-names></name> <name><surname>Marroni</surname> <given-names>F.</given-names></name> <name><surname>Franco</surname> <given-names>A.</given-names></name> <name><surname>Morgante</surname> <given-names>M.</given-names></name> <name><surname>Pinton</surname> <given-names>R.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Physiological and RNA sequencing data of white lupin plants grown under Fe and P deficiency.</article-title> <source><italic>Data Brief</italic></source> <volume>25</volume>:<fpage>104069</fpage>. <pub-id pub-id-type="doi">10.1016/j.dib.2019.104069</pub-id> <pub-id pub-id-type="pmid">31211210</pub-id></citation></ref>
<ref id="B74"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Jiao</surname> <given-names>Y.</given-names></name> <name><surname>Liu</surname> <given-names>Z.</given-names></name> <name><surname>Zhu</surname> <given-names>Y. X.</given-names></name></person-group> (<year>2015</year>). <article-title>ROW1 maintains quiescent centre identity by confining WOX5 expression to specific cells.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>6</volume>:<fpage>6003</fpage>.</citation></ref>
</ref-list>
<fn-group>
<fn id="footnote1">
<label>1</label>
<p><ext-link ext-link-type="uri" xlink:href="http://www.whitelupin.fr">www.whitelupin.fr</ext-link></p></fn>
<fn id="footnote2">
<label>2</label>
<p><ext-link ext-link-type="uri" xlink:href="http://primer3plus.com">http://primer3plus.com</ext-link></p></fn>
</fn-group>
</back>
</article>