<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">AJPS</journal-id><journal-title-group><journal-title>American Journal of Plant Sciences</journal-title></journal-title-group><issn pub-type="epub">2158-2742</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ajps.2014.59142</article-id><article-id pub-id-type="publisher-id">AJPS-44713</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  Characterization of Short-Term Stress Applied to the Root System by Electrical Impedance Measurement in the First Leaf of Corn (&lt;i&gt;Zea mays&lt;/i&gt; L.) and Pumpkin (&lt;i&gt;Cucurbita maxima&lt;/i&gt; L.)
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>aïd</surname><given-names>Laarabi</given-names></name><xref ref-type="aff" rid="aff1"><sub>1</sub></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><label>1</label><addr-line>Department of Biology, Laboratory of Plant Physiology, Uni-versity Mohammed V-Agdal, Faculty of Sciences, 
Rabat, Morocco</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>laarabi2000@yahoo.fr</email></corresp></author-notes><pub-date pub-type="epub"><day>01</day><month>04</month><year>2014</year></pub-date><volume>05</volume><issue>09</issue><fpage>1285</fpage><lpage>1295</lpage><history><date date-type="received"><day>28</day>	<month>January</month>	<year>2014</year></date><date date-type="rev-recd"><day>12</day>	<month>March</month>	<year>2014</year>	</date><date date-type="accepted"><day>28</day>	<month>March</month>	<year>2014</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
   We applied electrical spectroscopic impedance measurements (ESI) to the first leaf of intact plants of corn and pumpkin. The electric capacity (C) and resistance (Rp) were determined at the characteristic frequency (FC). We observed that the electrical parameters of the ESI change in relation to the nutrition and the addition to the root medium of KCN, N,N'-dicyclohexylcar-bodiimide (DCCD), CH<sub>3</sub>COOH, H<sub>2</sub>SO<sub>4</sub>, polyethylene glycol 200 (PEG 200) and NaCl. The amplitude of the curves of bioimpedance spectrometry decreased when plant roots were stressed comparatively to their controls. An increase of the electrical capacity with a reduction of the electrical resistance characterizes a stress. The increase of stress intensity provokes decreases of Rp and curve amplitudes and an increase of C. We conclude that electrical parameters studied can be widely used for stress characterization. 
 
</p></abstract><kwd-group><kwd>Abiotic Stress Characterization; Corn and Pumpkin; Electrical Bioimpedance;  &lt;i&gt;in Vivo&lt;/i&gt; Diagnosis Foliar; Root-Environment</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Measurements of electrical impedance have been used to estimate the general sanitary state of plants [<xref ref-type="bibr" rid="scirp.44713-ref1">1</xref>] , the nutritional state [<xref ref-type="bibr" rid="scirp.44713-ref2">2</xref>] , the presence of viruses [<xref ref-type="bibr" rid="scirp.44713-ref3">3</xref>] , the damage to fruit [<xref ref-type="bibr" rid="scirp.44713-ref4">4</xref>] , frost intensity [<xref ref-type="bibr" rid="scirp.44713-ref5">5</xref>] , structural variation of cells according to ethylene induction by electric currents [<xref ref-type="bibr" rid="scirp.44713-ref6">6</xref>] , cell viability during increasing frost [<xref ref-type="bibr" rid="scirp.44713-ref7">7</xref>] , rooting capacity of cuttings [<xref ref-type="bibr" rid="scirp.44713-ref8">8</xref>] , fruit maturity [<xref ref-type="bibr" rid="scirp.44713-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.44713-ref10">10</xref>] , sensitivity to salinity [<xref ref-type="bibr" rid="scirp.44713-ref11">11</xref>] , etc.</p><p>In all these studies, the electrical impedance measurements provided a non-destructive analyzing technique which was made on detached plant parts (like pieces of tubers, of roots, of shoots… etc.).</p><p>In previous work [<xref ref-type="bibr" rid="scirp.44713-ref12">12</xref>] , we measured, in vivo, electrical impedance of the first leaf of corn, submitted to variations of aerial environmental conditions (agitated air or greatly elevated relative humidity). These conditions decreased electrical impedance and proved to be stressful because they slowed down leaf growth.</p><p>In the present work, we use KCN and N, N’-dicyclohexylcarbodiimide (DCCD) as inhibitors of metabolism. Additionally, in other tests, we use stressful salinity (NaCl) [<xref ref-type="bibr" rid="scirp.44713-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.44713-ref14">14</xref>] , acidity (CH<sub>3</sub>COOH, H<sub>2</sub>SO<sub>4</sub>) and polyethylene glycol (PEG200) [<xref ref-type="bibr" rid="scirp.44713-ref15">15</xref>] added to the nutrient solution.</p><p>It was the aim of this work to characterize the effects of stresses applied to the root system for one hour by measuring electrical parameters of impedance of the first leaves in intact plants and to find an ESI parameter that would best be correlated with the stress applied to plant. We hypothesized that when plants are submitted to stress, the electric resistance decreases and the electric capacity increases as a result of a reduced passage of the hydro-ionic current through the system soil-plant-atmosphere.</p></sec><sec id="s2"><title>2. Material and Methods</title><sec id="s2_1"><title>2.1. Plant Material</title><p>The plant materials used in this study are corn (Zea mays L. var. Doukalia), a monocotyledon, and pumpkin (Cucurbita maxima L.), a dicotyledon.</p></sec><sec id="s2_2"><title>2.2. Culture Conditions</title><p>In room culture the photoperiod was 12h/12h, the light intensity was 10000 Lux (≈ 125 &#181;mol m<sup>−</sup><sup>2</sup> s<sup>−</sup><sup>1</sup>) [<xref ref-type="bibr" rid="scirp.44713-ref16">16</xref>] , the air relative humidity was 50 to 60% and the average temperatures day/night were 22˚C/15˚C.</p><p>After washing the seeds with water they were moistened for 1h and put to germinate in a bowl of low depth between two layers of wet filter paper and covered by a glass plate. After three days, the plate and the superior filter paper were removed.</p></sec><sec id="s2_3"><title>2.3. Hydroponic Culture</title><p>Eight days later seedlings in good state and of similar size were planted in pots provided with lids pierced by six holes. The central one served for ventilation, the five other holes maintained the plants so that each pot contained five plants. The roots were immersed in the nutrient KNOP solution at various concentrations (0.1x); (1x); (2x) and (4x). For the control concentration (1x) the constitution was the following (g/l): KNO<sub>3</sub> (0.134); KH<sub>2</sub>PO<sub>4</sub> (0.143); MgSO<sub>4</sub> (0.286); KCl (0.071); Ca (NO<sub>3</sub>)<sub>2</sub> (0.286); H<sub>2</sub>BO<sub>3</sub> (0.005); MnSO<sub>4</sub> (0.001); ZnSO<sub>4</sub> (0.001); CuSO<sub>4</sub> (0.001); Na<sub>2</sub>EDTA (0.019) and FeSO<sub>4</sub> 7H<sub>2</sub>O (0.014).</p></sec><sec id="s2_4"><title>2.4. Treatments of Plants</title><p>To study the effects of metabolic inhibitors (KCN, DCCD) and of various parameters of environmental stress, such as increased medium acidity, increased water or salt stress on the electrical impedance parameters (parallel capacity (Cp) and parallel resistance (Rp)) of first leaves of corn and pumpkin, various treatments were applied for one hour. The young plants were cultivated in the Knop nutrient solution for 14 days (corn) or 21 days (pumpkin). Immediately before the first Cp and Rp measurements one of the following products: KCN (10 mM), DCCD (0.001 or 0.01 mM), CH<sub>3</sub>COOH (1%), H<sub>2</sub>SO<sub>4</sub> (2.5% or 5%), PEG 200 (2%) or NaCl (10 mM) was added to each pot (720 ml). The measurements were followed up one hour later by a second measurement of Rp and Cp on the same leaves (the self-sealing electrodes remained in place during the treatment and did not alter the state of the leaf).</p></sec><sec id="s2_5"><title>2.5 Measurement of Impedance</title><sec id="s2_5_1"><title>2.5.1. Equipment, Measures and Treatment of Results</title><p>The plant is modelled as a serial or parallel resistance/capacitor circuit (figure 1). This model is very simple [<xref ref-type="bibr" rid="scirp.44713-ref17">17</xref>]</p><p>[<xref ref-type="bibr" rid="scirp.44713-ref18">18</xref>] .</p><p>The system used involves an electrical injection (1volt). The characterization of the zone targeted is made using complex circuit impedance Z, which comprises a resistance and a reactance. In each system, these components, also called respectively real and imaginary resistances, are dependent on the alternative-current frequency and are functions of each other.</p><p>The function Zi = f (Zr) brings out what is called the characteristic frequency (FC) corresponding the summit of the parabola. Real (Zr) and imaginary (Zi) resistances were calculated using the following equations:</p><p>Real resistance: <inline-formula><inline-graphic xlink:href="tmlimages\18-2601122x\e3d84281-6dfe-4066-9ae3-64be200af342.png" xlink:type="simple"/></inline-formula></p><p>Imaginary resistance:<inline-formula><inline-graphic xlink:href="tmlimages\18-2601122x\288d0f4b-957f-4540-9af2-454c3745683d.png" xlink:type="simple"/></inline-formula>, where:</p><p>Rp: measured resistance of the plant C: measured capacity of the plant w: frequency of the measurement According to Laarabi et al. [<xref ref-type="bibr" rid="scirp.44713-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.44713-ref19">19</xref>] the impedance circuit equivalent of figure 1 is: <inline-formula><inline-graphic xlink:href="tmlimages\18-2601122x\bfc5db87-a1f4-4795-9245-87794b19f038.png" xlink:type="simple"/></inline-formula></p><p>For low frequencies (&lt;100KHz) Rs is negligible and therefore<inline-formula><inline-graphic xlink:href="tmlimages\18-2601122x\63609abb-162e-4816-9386-fc5f7149c4a6.png" xlink:type="simple"/></inline-formula>.</p><p>The measuring equipment was a LCZ meter 2345 (apparatus for bioimpedance measurements). It was calibrated by the use of circuit correction (open/short) to eliminate polarization impedance of electrode interfaces. Capacities and resistances were measured at 34 frequencies in the range of 40 Hz to 100 KHz. The measurements were recorded automatically in a PC joined to the measuring equipment by an IEEE-488 interface (also known as GBIP interface) that was programmed by software and treatment developed for this study in order to cover the range of frequencies when electrical signals of 1Volt were injected from the LCZ meter. To capture electrical signals from the plants, we used self-sealing electrodes as used in electro-cardiology. To prepare these electrodes, we cut them out of electrodes of brand &quot;Schiller Ag&quot;; the place being used for the connection with the LCZ meter was left intact. The cut electrode looks like a cheese grater, with a surface of 1cm<sup>2</sup>. For the gramineous leaf, for example, the electrode was placed on both sides of the central rib. The sleeve and the threads of connection go towards the leaf summit. The surface of the first leaves of all plants tested was superior to 1 cm<sup>2</sup>.</p></sec><sec id="s2_5_2"><title>2.5.2. Measurement on First Leaves</title><p>The day when seeds were moistened is considered as the first day of active life of our plants. The measurements were made on intact plants. The apical part of the first leaf was placed, in a plane parallel to the lines of the current, between the two electrodes.</p></sec></sec><sec id="s2_6"><title>2.6. Statistical Calculation</title><p>Data presented are average &#177; standard deviation calculated by a statistical software (SPSS) on the basis of the number of repetitions (n) that we could make (n equal to or higher than 3 for every sample). Each sweeping of the 34 frequencies lasts 2 minutes.</p></sec></sec><sec id="s3"><title>3. Results and Discussion</title><sec id="s3_1"><title>3.1. Effects of Nutrient Concentrations in the Root Medium on Impedance</title><p><xref ref-type="fig" rid="fig2">Figure 2</xref> shows that spectroscopic electrical impedance varied according to the nutrient levels. Indeed, the curve of spectrometry of bioimpedance (CSB) at concentration (2x) was the highest followed by the one observed at concentration (1x) and then at concentration (0.1x), whereas the curve at concentration (4x) was much lower. Results given in table 1 show that the capacity increased from 5.1nF to 8.11nF when the nutrient level increased from 1x to 4x. For resistance we observed a non significant increase from 167 KW to 170 KW when the nutrient level increased from (0.1x) to (1x). Rp became highly elevated to 281 KW for the nutrient level of (2x) and much reduced to 87 KW for the nutrient level (4x).</p><p>We noticed that capacity and resistance evolved in the same direction (both rising) during the increase of nutrient solution strength from (0.1x) to (2x) and in opposite directions at the highest concentration (4x): resistance decreased whereas capacity increased. These results are in agreement with observations of seasonal variations of impedance parameters. Indeed, an increase of intracellular resistance during winters i.e. in a wetter period with diluted soil ionic composition [<xref ref-type="bibr" rid="scirp.44713-ref20">20</xref>] has been shown during cold acclimation [<xref ref-type="bibr" rid="scirp.44713-ref5">5</xref>] . This increase reflects an increase in symplastic viscosity as a result of increased intracellular sugar concentration [<xref ref-type="bibr" rid="scirp.44713-ref17">17</xref>] [<xref ref-type="bibr" rid="scirp.44713-ref21">21</xref>] . Moreover, the concentration of the osmotic solution affects ion movement and electric current flux while viscosity increases; this could explain why resistance and capacity increased when nutrient level increased from (0.1x) to (2x). This phenomenon has been observed in cold weather that provokes an increase of viscosity [<xref ref-type="bibr" rid="scirp.44713-ref22">22</xref>] -[<xref ref-type="bibr" rid="scirp.44713-ref26">26</xref>] . The very strong reduction of Rp observed at (4x) indicates that this very high concentration reduces the plasmalemma permeability and does not permit an elevation of electrolyte concentration in cells and causes reduction of metabolic activity and energy turnover [<xref ref-type="bibr" rid="scirp.44713-ref27">27</xref>] -[<xref ref-type="bibr" rid="scirp.44713-ref29">29</xref>] . This would have negative consequences on plant growth and development. Indeed, the best accumulations in dry matter have been found in wheat cultivated on (1x) and on (2x) [<xref ref-type="bibr" rid="scirp.44713-ref30">30</xref>] .</p></sec><sec id="s3_2"><title>3.2. Effect of Metabolic Inhibitors in the Root Medium on Impedance</title><p>The analysis of the figure 3 shows that the addition of KCN at 10 mM during one hour provoked some variations in the impedance parameters. Indeed, the results of table 2 show an increase of capacity of 120.08% compared to the control (from 6.97 nF to 15.34 nF). On the other hand, the resistance decreased by 80.85% compared to control (from 101.07 KW to 19.35 KW).</p><p>The analysis of the figure 4 shows that the amplitude of CSB decreased with an increase of DCCD concentration. The results of table 3 show that capacity increased proportionally with the increase of DCCD concentration. In contrast, the resistance decreased with the increase of DCCD concentration.</p><p>These results find an explanation in the effect of the inhibition of energy metabolism caused by KCN and DCCD. This inhibition caused by KCN probably inhibits an H<sup>+</sup>-ATPase pump [<xref ref-type="bibr" rid="scirp.44713-ref31">31</xref>] . Thus dissipates an electro-chemical gradient through the membranes [<xref ref-type="bibr" rid="scirp.44713-ref32">32</xref>] .</p><p>With the resulting passive conduction of ions the electrical conductivity becomes retarded and provokes an increase of the electric capacity by accumulation of the electric charges of ions. The action of these inhibitors on the electrical phenomena has been observed in the case of the inhibition of membrane depolarization by DCCD in Beta vulgaris [<xref ref-type="bibr" rid="scirp.44713-ref33">33</xref>] and in the case of membrane polarization observed by the addition of NaCN, CCCP and DCCD [<xref ref-type="bibr" rid="scirp.44713-ref34">34</xref>] .</p></sec><sec id="s3_3"><title>3.3. Effects of Root Medium Acidification on Impedance</title><p>The analysis of figure 5 reveals the action of culture medium acidification on the impedance parameters. The results of table 4 demonstrate that CH<sub>3</sub>COOH addition after one hour of treatment provokes a capacity increase of 47.5% (from 11.79 nF to 17.39 nF) and resistance reduction of 29.4% (from 77.2 KW to 54.5 KW) compared to the control.</p><p>In figure 6 we show that the CSB amplitude decreased when H<sub>2</sub>SO<sub>4</sub> concentration was increased. Data in table 5 show that capacity values were greater when the H<sub>2</sub>SO<sub>4</sub> concentration increased. Whereas, resistance values decreased while H<sub>2</sub>SO<sub>4</sub> concentration increased.</p><p>These variations in capacities and resistances can be due to the fact that environmental acidification provokes an elevated electro-chemical H<sup>+</sup>-gradient that increases the H<sup>+</sup> impulse through plasmalemma [<xref ref-type="bibr" rid="scirp.44713-ref35">35</xref>] . Resistance reduction observed during culture medium acidification could be explained by proton pump activation [<xref ref-type="bibr" rid="scirp.44713-ref36">36</xref>] [<xref ref-type="bibr" rid="scirp.44713-ref37">37</xref>]</p><p></p><p>that would provoke H<sup>+</sup> extrusion that is bound to H<sup>+</sup>-hexose cotransport mechanism forced by active H<sup>+</sup> extrusion [<xref ref-type="bibr" rid="scirp.44713-ref38">38</xref>] and K<sup>+</sup>/H<sup>+</sup> co-transport [<xref ref-type="bibr" rid="scirp.44713-ref35">35</xref>] [<xref ref-type="bibr" rid="scirp.44713-ref39">39</xref>] . Data suggest that pH variation stimulate the root system, this generates electrical signals from roots to leaves which change transpiration and photosynthesis [<xref ref-type="bibr" rid="scirp.44713-ref40">40</xref>] [<xref ref-type="bibr" rid="scirp.44713-ref41">41</xref>] .</p></sec><sec id="s3_4"><title>3.4. Effect of PEG 200 Added to the Root Medium on Impedance</title><p><xref ref-type="fig" rid="fig7">Figure 7</xref> shows that impedance parameters are sensitive to osmotic stress. Results in table 6 show that the presence of PEG 200 provoked a capacity increase of 44.89% (from 14.86 nF to 21.53 nF) and resistance reduction of 34.49% (from 112.40 KW to 73.63 KW). This result can be explained by cellular turgor reduction due to</p><p>the water loss by root and transpiration reduction by stomatal closure. In this case ionic charge concentration increases which can be explained by reduction of water absorption that causes a reduction of resistance. It was observed [<xref ref-type="bibr" rid="scirp.44713-ref42">42</xref>] , in internodal cells of Chara, that cellular permeability for water was reduced when osmotic pressure increased in the environment by mannitol addition, this suggest that water rate affects the electrical properties [<xref ref-type="bibr" rid="scirp.44713-ref43">43</xref>] .</p></sec><sec id="s3_5"><title>3.5. Effect of NaCl Added to the Root Medium on Impedance</title><p><xref ref-type="fig" rid="fig8">Figure 8</xref> shows that impedance parameters vary with salt stress. The results in table 7 show that NaCl addition caused a capacity increase of 43.29% (from 11.99 nF to 17.18 nF) and a resistance reduction of 36.24% (from 93.90 KW to 59.87 KW) compared to the control.</p><p>These results can be explained by ion retranslocation via the phloem that is considered a potentially important mechanism to prevent salt accumulation in completely expanded leaves [<xref ref-type="bibr" rid="scirp.44713-ref44">44</xref>] [<xref ref-type="bibr" rid="scirp.44713-ref45">45</xref>] . Greater ion translocation has been found in corn, compared to other crop plants that can be due to carbon translocation observed in C<sub>4 </sub> plants in contrast to C<sub>3 </sub>plants [<xref ref-type="bibr" rid="scirp.44713-ref46">46</xref>] . These authors concluded that transport via the phloem plays an important role in the control of Na<sup>+</sup> and Cl<sup>−</sup> ion contents in leaves. Thus we may conclude that Na<sup>+</sup> and Cl<sup>−</sup> chemical properties affects the electrical properties measured [<xref ref-type="bibr" rid="scirp.44713-ref43">43</xref>] .</p></sec></sec><sec id="s4"><title>4. Conclusion</title><p>In conclusion, the spectroscopic analysis of electrical impedance is a very useful method for the study of the physiological state of plants and its variations. It is a non-destructive, fast method and with a suitable scheduling 300 to 350 samples can be measured per day which is a considerable advantage over destructive and slow diagnosis methods. The facts that intact plants are used and that measurements are done in situ reduce external disruptions maximally and give more reliable results on the real effect of a stress comparatively with measurements made on detached plant parts. In other hand, when we used, in this method, self-sealing electrodes any minor damage occurs comparatively with the process inserting electrode into the plant tissue [<xref ref-type="bibr" rid="scirp.44713-ref47">47</xref>] .</p><p>Capacity and resistance as electrical parameters of impedance are very sensitive to physiological variations in</p><p>plants and therefore can provide us with information on physiological changes in plants submitted to stress. They can also give information on soil contamination or help in evaluating a site for future crop exploitation. In general, elevated capacity and weak resistance are characteristics of an unfavourable physiological state.</p></sec><sec id="s5"><title>Acknowledgments</title><p>This work was financed by the Ministry of Higher Education of Morocco through the Program of Support to Scientific Research (PARS Agro 106).</p></sec></body><back><ref-list><title>References</title><ref id="scirp.44713-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Macdougall, R.G., Thompson, R.G. and Piene, H. (1987) Stem Electrical Capacitance and Resistance Measurements as Related to Total Foliar Biomass of Balsam Fir Trees. Canadian Journal of Forest Research, 17, 1070-1074. http://dx.doi.org/10.1139/x87-164</mixed-citation></ref><ref id="scirp.44713-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Greenham, C.G., Randall, P.G., Muller, W.J. 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