<?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">OJAppS</journal-id><journal-title-group><journal-title>Open Journal of Applied Sciences</journal-title></journal-title-group><issn pub-type="epub">2165-3917</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ojapps.2015.57038</article-id><article-id pub-id-type="publisher-id">OJAppS-58295</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><subject> Chemistry&amp;Materials Science</subject><subject> Computer Science&amp;Communications</subject><subject> Engineering</subject><subject> Physics&amp;Mathematics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Biosorption of Ni&lt;sup&gt;2+&lt;/sup&gt; and Cd&lt;sup&gt;2+&lt;/sup&gt; from Aqueous Solutions Using NaOH-Treated Biomass of &lt;i&gt;Eupenicillium ludwigii&lt;/i&gt;: Equilibrium and Mechanistic Studies
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>bdulkawi</surname><given-names>Ali Al-Fakih</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>Faculty of Science, Department of Medical Microbiology, Ibb University, Ibb, Yemen</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>Fakeeh16@yahoo.com</email></corresp></author-notes><pub-date pub-type="epub"><day>09</day><month>07</month><year>2015</year></pub-date><volume>05</volume><issue>07</issue><fpage>376</fpage><lpage>392</lpage><history><date date-type="received"><day>30</day>	<month>June</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>21</month>	<year>July</year>	</date><date date-type="accepted"><day>24</day>	<month>July</month>	<year>2015</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>
 
 
  The removal of Ni
  <sup>2+</sup> and Cd
  <sup>2+</sup> ions by Eupenicillium ludwigii biomass was studied in a batch system. The optimum pH for the biosorption was 6 for Ni
  <sup>2+</sup> and 5 for Cd
  <sup>2+</sup>. Temperature changes in the range from 15
  <sup>o</sup>C to 40
  <sup>o</sup>C affected the biosorption capacity, and the nature of the reaction was found to be endothermic for both metal ions. HCl was the best desorbing agent for the desorption of both metals. Chemical modifications of the biomass demonstrated that carboxyl and amine groups played an important role in Ni
  <sup>2+</sup> and Cd
  <sup>2+</sup> biosorption. Ion exchange mechanism was also suggested in the biosorption process.
 
</p></abstract><kwd-group><kwd>Nickel</kwd><kwd> Cadmium</kwd><kwd> Heavy Metals</kwd><kwd> Biosorption</kwd><kwd> Eupenicillium ludwigii</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Heavy metals pose a significant threat to the environment and public health because of their toxicity, accumulation in the food chain, and persistence in nature [<xref ref-type="bibr" rid="scirp.58295-ref1">1</xref>] . Nickel (Ni) and cadmium (Cd) are of major concern because of their higher usage in developing countries and potential pollution impact. These metals are released into the environment by many processes such as electroplating, metal finishing, mining, leather tanning, wood preservation, pulp processing, steel manufacturing, and so on [<xref ref-type="bibr" rid="scirp.58295-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58295-ref2">2</xref>] . The exposure to Ni and Cd leads to adverse health effects to human, so their removal from industrial effluents is an extremely significant step in the protection of the environment and human health. Conventional methods for removing heavy metals from polluted effluents are ineffective or extremely expensive especially when the metals in solution are in the range of 1 - 100 mg∙L<sup>−1</sup>, and often restricted because of secondary problems with metal-bearing sludge, which are extremely difficult to be disposed [<xref ref-type="bibr" rid="scirp.58295-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.58295-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.58295-ref4">4</xref>] . The ability of inactive, dead microbial biomasses to remove metal ions has received considerable attention for the development of an efficient, clean, and cheap technology for wastewater treatment at metal concentrations as low as 1 mg∙L<sup>−1</sup> [<xref ref-type="bibr" rid="scirp.58295-ref5">5</xref>] . This technology is called biosorption, which is an innovative, eco-friendly, and low cost effective method for the removal of toxic heavy metals from wastewaters. Among biological materials, fungal biomasses are widely used in biosorption technology, as they are able to remove heavy metals from aqueous solutions in substantial quantities, abundantly available from industrial fermentations, and they show biosorption efficiency and affinity for more metal ions [<xref ref-type="bibr" rid="scirp.58295-ref6">6</xref>] . The potential of fungi for biosorption of heavy metals from aqueous solutions is well documented [<xref ref-type="bibr" rid="scirp.58295-ref7">7</xref>] -[<xref ref-type="bibr" rid="scirp.58295-ref9">9</xref>] . In general, the fungal cell wall has many potential binding sites, including amino, carboxyl, phosphate, sulfhydryl, and other functional groups [<xref ref-type="bibr" rid="scirp.58295-ref10">10</xref>] . The aim of the present study is to determine the potential of the dead biomass of Eupenicillium ludwigii (Eup. ludwigii) to remove Ni<sup>2+</sup> and Cd<sup>2+</sup> ions in a batch mode and the function of many environmental factors such as pH, time contact, initial metal ions concentration, temperature, biomass dose, and shaking rate. The effect of pretreatment on biosorption capacity of the biomass is also investigated.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Fungus and Growth Conditions</title><p>Fungal isolate (Eup. ludwigii) was isolated from a soil located in Shebein El-koom, Menoufia Governorate, Egypt, and identified by Regional Center for Mycology and Biotechnology (Al-Azhar University, Cairo, Egypt). The medium used for the growth of fungus was Potato Dextrose (PD) medium (Oxoid, England). For production of the biomass, the fungus was cultivated on a rotary shaker (Jeio Tech SI-900 R, Korea) at 125 rpm and 28˚C for 3 days in 500 ml Erlenmeyer flask containing 250 ml of PD medium.</p></sec><sec id="s2_2"><title>2.2. Preparation of Fungal Biomass for Biosorption Studies</title><p>After 3 days of growth, the fungal biomass was harvested using a plastic sieve, followed by washing with generous amounts of double distilled water (ddH<sub>2</sub>O) to remove residual growth medium, and drained to remove excess water by gentle pressing through Whatman filter paper No. 1. This biomass will be referred to as untreated biomass.</p></sec><sec id="s2_3"><title>2.3. NaOH Treatment</title><p>According to Gharieb et al. [<xref ref-type="bibr" rid="scirp.58295-ref9">9</xref>] with some modifications, NaOH treatment was performed by boiling viable fungal biomass in 0.5 N NaOH (1:10, w/v) for 15 min. The resulting biomass was washed extensively with ddH<sub>2</sub>O until the pH of the washing solution was close to neutral range (6.8 - 7.2). This biomass will be referred to as treated biomass. Both untreated and NaOH-treated biomasses were dried in an oven for 24 h at 60˚C. Then, dried biomasses were powdered in a mortar with a pestle, sieved through a sieve with 125 μm openings, and stored in a desiccator for future use.</p></sec><sec id="s2_4"><title>2.4. Preparation of Metal Solution</title><p>All chemicals used in the present study were of analytical grade. Stock metal solutions of Ni<sup>2+</sup> and Cd<sup>2+</sup> (1000 mg∙L<sup>−1</sup>) were prepared separately by dissolving NiSO<sub>4</sub>.6H<sub>2</sub>O and 3CdSO<sub>4</sub>∙8H<sub>2</sub>O, respectively in ddH<sub>2</sub>O. For experiments with various metal concentrations, the stock solutions were diluted further with ddH<sub>2</sub>O. The pH value of each test metal solution was adjusted to desirable value with 0.1 M HCl or 0.1 M NaOH.</p></sec><sec id="s2_5"><title>2.5. Biosorption Experiments</title><p>The biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> from aqueous solutions were carried out in batch systems. 0.04 g of dried fungal biomass (untreated or NaOH-treated) was added to 100 ml Erlenmeyer flasks containing 20 ml metal solution with concentration of 50 mg∙L<sup>−1</sup>, and agitated in an orbital shaker (Jeio Tech SI-900 R, Korea) for 120 min at 125 rpm and 25˚C. The effect of initial pH (1 - 8), time contact (15 - 120 min), initial metal ion concentration (50 - 400 mg∙L<sup>−1</sup>), temperature (15 - 40˚C), biomass dose (0.5 - 5 g∙L<sup>−1</sup>), and shaking rate (0 - 200 rpm) on the metals biosorption were studied. After the end of each experiment, the mixtures were centrifuged (for 5 min at 10000 rpm) and metal ion concentrations in the supernatant were determined. All biosorption experiments were done in triplicate and the mean values were reported. The amount of adsorbed metal ions is estimated as the amount of metal (mg) per unit of biomass dry weight (g) using the following equation:</p><disp-formula id="scirp.58295-formula943"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/7-2310398x5.png"  xlink:type="simple"/></disp-formula><p>where V is the volume of metal solution (L), C<sub>i</sub> is the initial metal concentration (mg∙L<sup>−1</sup>), C<sub>f</sub> is the final/residual concentration (mg∙L<sup>−1</sup>) and M is the amount of biomass (g). The percent biosorption of metal ion was calculated as follows:</p><disp-formula id="scirp.58295-formula944"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/7-2310398x6.png"  xlink:type="simple"/></disp-formula></sec><sec id="s2_6"><title>2.6. Desorption and Reuse of the Biosorbent</title><p>Following the metal biosorption experiments, metal-loaded biomasses were separated by centrifugation, washed, and contacted with 20 ml of various elutants (at solid/liquid ratio 0.1 g 20 ml<sup>−1</sup>) for 20 min on an orbital rotary shaker set at 125 rpm at 25˚C &#177; 1˚C. The elutants used were 0.1 M HCl, 0.1 M CaCl<sub>2</sub>, 0.1 M Na<sub>2</sub>CO<sub>3</sub>, 0.1 M EDTA, and ddH<sub>2</sub>O. The biomass was separated from elutants by filtering the reaction mixture through 0.45 μm filter paper and the filtrate was analyzed for metal concentration to investigate the desorption efficiency. The desorption efficiency was calculated from the amount of metal ions adsorbed on the biomass and the final metal ion concentration in the biosorption medium using the following equation:</p><disp-formula id="scirp.58295-formula945"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/7-2310398x7.png"  xlink:type="simple"/></disp-formula><p>For the regeneration of biomass eluted using the most efficient elutant, a generous amount of ddH<sub>2</sub>O was used to rinse the regenerated biomass till pH in the solution reached the range of 6.8 to 7.2. Then, biomasses were dried at 60˚C for 48 h, and then re-suspended in metal containing solutions for the next biosorption cycle and this biosorption-desorption cycle was repeated five times.</p></sec><sec id="s2_7"><title>2.7. Study of Mechanisms Involved in Biosorption</title><sec id="s2_7_1"><title>2.7.1. Chemical Modification of the Biomass</title><p>Chemical modifications of the fungal biomass were performed to determine which functional group/groups on the fungal biomass may be involved in binding of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions. These modifications include:</p><p>i. Esterification of the carboxylic groups</p><p>According to Drake et al. [<xref ref-type="bibr" rid="scirp.58295-ref11">11</xref>] , 2 g of dried NaOH-treated biomass was added to 130 ml of methanol with 1.2 ml of HCl added to the suspension. The mixture was shaken on an orbital rotary shaker for 6 h at 125 rpm. The treatment of biomass with methanol results in esterification of carboxylic acids present on the cell wall of biomass and the reaction occurs as follows:</p><disp-formula id="scirp.58295-formula946"><graphic  xlink:href="http://html.scirp.org/file/7-2310398x8.png"  xlink:type="simple"/></disp-formula><p>where R denotes the organic network of biomass molecules. Because of the esterification, metal binding capacity of carboxyl groups will be reduced. The biomass residue obtained was referred as chemical modification 1 (CM1).</p><p>ii. Methylation of amino groups</p><p>According to Loudon, [<xref ref-type="bibr" rid="scirp.58295-ref12">12</xref>] , 2 g of dried NaOH-treated biomass was contacted with 40 ml of formaldehyde (HCHO) and 80 ml of formic acid (HCOOH). The mixture was also shaken at 125 rpm for 6 h and the resulting reaction takes place as follows:</p><disp-formula id="scirp.58295-formula947"><graphic  xlink:href="http://html.scirp.org/file/7-2310398x9.png"  xlink:type="simple"/></disp-formula><p>Because of the methylation of amino groups, their participation in metal biosorption is expected to be inhibited, resulting in the reduction in metal biosorption capacity on residual biomass. The obtained biomass residue was referred to as chemical modification 2 (CM2).</p><p>iii. Esterification of the phosphate groups</p><p>According to Tobin et al. [<xref ref-type="bibr" rid="scirp.58295-ref13">13</xref>] , 2 g of dried NaOH-treated biomass was heated under reflux and stirring conditions with 80 ml of triethylphosphite and 60 ml of nitromethane for 6 h. The obtained biomass residue was referred to as chemical modification 3 (CM3).</p><p>iv. Extraction of Lipids</p><p>According to Tobin et al. [<xref ref-type="bibr" rid="scirp.58295-ref13">13</xref>] , 2 g of dried NaOH-treated biomass was heated separately with 150 ml of acetone and benzene under reflux and stirring conditions. The treatment will extract the lipid fraction from the biomass. The obtained biomass residues were referred to as chemical modifications 4 (CM4) and 5 (CM5).</p><p>After chemical modification, all biomass samples were washed with ddH<sub>2</sub>O, dried at 60˚C for 48 h, and stored until use.</p></sec><sec id="s2_7_2"><title>2.7.2. Ion Exchange Study</title><p>This experiment was carried out to evaluate the involvement of ion exchange process in Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption. In this experiment, 0.04 g of NaOH-treated biomass was adequately added into 20 ml of metal solutions containing 50 mg∙L<sup>−1</sup> with desired pH. After being shaken at 125 rpm and 25˚C &#177; 1˚C for 2 h, the reaction mixtures were centrifuged and the supernatants were measured for metal concentrations. Release of Na<sup>+</sup>, K<sup>+</sup>, Ca<sup>2+</sup>, and Mg<sup>2+</sup> from biomass as a result of biosorption of metal ions was studied. Appropriate control samples without metal ions added into ddH<sub>2</sub>O were set up to compare the release of monovalent and divalent ions from pretreated biomass in ddH<sub>2</sub>O. All experiments were conducted three times and the mean values were reported.</p></sec></sec><sec id="s2_8"><title>2.8. Analysis of Metal Ions</title><p>The concentrations of Ni<sup>2+</sup>, Cd<sup>2+</sup>, Ca<sup>2+</sup>, and Mg<sup>2+</sup> ions in the supernatant of biosorption medium were determined by using an atomic absorption spectrophotometer (AAS) (Unicam 929, Philips Company, UK) with an air-acetylene flame. The instrument calibration was checked periodically by using standard metal solutions. The concentrations of Na<sup>+</sup> and K<sup>+</sup> ions in each sample filtrate from the experiments for ion exchange study were determined by using a flame photometer (JENWAY, UK) with reference to appropriate standard solutions.</p></sec><sec id="s2_9"><title>2.9. Biosorption Isotherms</title><p>Several mathematical models have been developed to quantitatively express the relationship between the extent of adsorption and the residual solute concentration. The most widely used models are the Langmuir and Freundlich adsorption isotherm models [<xref ref-type="bibr" rid="scirp.58295-ref14">14</xref>] . To determine the adsorptive capacity of Eup. ludwigii for Ni<sup>2+</sup> and Cd<sup>2+</sup> ions, the initial metal concentration varied from 50 - 400 mg∙L<sup>−1</sup>; while the biosorbent was constant at 0.04 g 20 ml<sup>−1</sup>. A Langmuir isotherm was then obtained by plotting the values of biosorption capacity (q) versus the residual metal concentration (C<sub>f</sub>) in solution. The classical Langmuir equation is given as follows [<xref ref-type="bibr" rid="scirp.58295-ref15">15</xref>] :</p><disp-formula id="scirp.58295-formula948"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/7-2310398x10.png"  xlink:type="simple"/></disp-formula><p>where,</p><p>q<sub>e</sub> = metal adsorbed on the biosorbent (mg∙g<sup>−1</sup>) at equilibrium;</p><p>q<sub>max</sub> = maximum possible amount of metal adsorbed per unit weight of biosorbent;</p><p>C<sub>f</sub> = residual concentration of metal (mg∙L<sup>−1</sup>) in the solution;</p><p>b = equilibrium constant related to the affinity of the binding sites for the metals.</p><p>Equation (4) can be linearized as follows:</p><disp-formula id="scirp.58295-formula949"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/7-2310398x11.png"  xlink:type="simple"/></disp-formula><p>When 1/q<sub>e</sub> is plotted against 1/C<sub>f</sub>, a straight line with slope 1/q<sub>max</sub> b is obtained and the intercept is corresponding to 1/q<sub>max</sub>. Also, q<sub>max</sub> and b were determined. The classical Freundlich equation is given as follows [<xref ref-type="bibr" rid="scirp.58295-ref15">15</xref>] :</p><disp-formula id="scirp.58295-formula950"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/7-2310398x12.png"  xlink:type="simple"/></disp-formula><p>where,</p><p>q<sub>e</sub> = metal adsorbed on the biosorbent (mg∙g<sup>−1</sup>) at equilibrium;</p><p>C<sub>f</sub> = residual concentration of metal (mg∙L<sup>−1</sup>) in the solution;</p><p>K<sub>f</sub> = an empirical constant that provides an indication of the intensity of adsorption;</p><p>n = Freundlich adsorption constant.</p><p>This equation can be linearized by taking natural logarithm of both sides of the equation, which can be given as follows:</p><disp-formula id="scirp.58295-formula951"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/7-2310398x13.png"  xlink:type="simple"/></disp-formula><p>when the values of log C<sub>f</sub> are plotted against the values of log q<sub>e</sub>, the adsorption constants (K<sub>f</sub> and n) were obtained.</p></sec><sec id="s2_10"><title>2.10. Statistical Analysis</title><p>The values presented in the study were means of three replicates and expressed as means &#177; standard error (SE). Statistical analysis was performed using Statistical Package for the Social Sciences (SPSS) 9.05 for Windows where it was possible to evaluate whether the effect and the interaction among the investigated factors were significant with respect to the standard error.</p></sec></sec><sec id="s3"><title>3. Results and Discussion</title><sec id="s3_1"><title>3.1. NaOH Treatment</title><p>In order to generate anionic sites without significant modification of the fungal cell wall structure, the biomass of Eup. ludwigii was treated with NaOH. <xref ref-type="fig" rid="fig1">Figure 1</xref> shows the metal biosorption values obtained by untreated and NaOH-treated biomasses. As seen in <xref ref-type="fig" rid="fig1">Figure 1</xref>, the treatment of Eup. ludwigii with NaOH significantly enhanced the biosorption capacity from 5.24 &#177; 0.19 to 12.11 &#177; 0.28 mg∙g<sup>−1</sup> for Ni<sup>2+</sup> and from 13.34 &#177; 0.31 to 22.15 &#177; 0.39 mg∙g<sup>−1</sup> for Cd<sup>2+</sup>. An enhanced biosorption capacity as a result of NaOH treatment was also observed by many researchers [<xref ref-type="bibr" rid="scirp.58295-ref9">9</xref>] [<xref ref-type="bibr" rid="scirp.58295-ref16">16</xref>] -[<xref ref-type="bibr" rid="scirp.58295-ref20">20</xref>] . Opposite result was reported by Li and Yuan [<xref ref-type="bibr" rid="scirp.58295-ref21">21</xref>] . They found that pretreatment with NaOH decreased the cadmium biosorption by Rhodotorula sp. Y11. Enhancement of biosorption capacity after NaOH treatment may be due to the exposing of active metal-binding sites embedded in the cell wall and causing availability of more anionic sites [<xref ref-type="bibr" rid="scirp.58295-ref17">17</xref>] . Also, alkaline treatment can activate the hydroxyl groups in fungal mycelium and therefore the epichlorohydrin will be easily introduced [<xref ref-type="bibr" rid="scirp.58295-ref22">22</xref>] .</p><fig id="fig1"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref></label><caption><title> Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption (mg∙g<sup>−1</sup>) by NaOH-treated and untreated biomasses of Eup. ludwigii. The data are the mean values of 3 replicates, and the bars indicate the standard error of the mean</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/7-2310398x14.png"/></fig></sec><sec id="s3_2"><title>3.2. Effect of pH on Metal Biosorption</title><p>pH of the aqueous solution plays a vital role in the biosorption process, because it affects the chemistry of metals, and the surface charge and ionization of the functional groups on the fungal cell wall during reaction [<xref ref-type="bibr" rid="scirp.58295-ref23">23</xref>] . The effect of pH solution on Ni<sup>2+</sup> and Cd<sup>2+</sup> ions biosorption was carried out in the range of pH 1 - 8 at 50 mg∙L<sup>−1</sup> of metal ions concentration. From the results illustrated in <xref ref-type="fig" rid="fig2">Figure 2</xref>, it was found that the biosorption capacities of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions were lower at low pH and started to increase as the pH solution increased. The optimum pH values for Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption were 6 and 5, at which the Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption values were 12.50 &#177; 0.68 and 21.97 &#177; 0.64 mg∙g<sup>−1</sup>, respectively. This is in agreement with the character of metal cations biosorption. Successful biosorption of base metal cations usually takes place in the range of pH 3 - 7 and is extremely pH dependent [<xref ref-type="bibr" rid="scirp.58295-ref24">24</xref>] . An increase or decrease in the pH from these optimum pH values resulted in a reduction in the biosorption of these metal ions. At low pH values, protons in solution compete effectively with metals in binding to functional groups. pH effect may be further explained in relation to the competition effect between the hydronium ions (H<sub>3</sub>O<sup>+</sup>) and metal ions [<xref ref-type="bibr" rid="scirp.58295-ref25">25</xref>] . As initial pH increases, the active sites are being deprotonated and strengthened the charge attraction, thus leading to significant increase in Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption. The decrease in biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions above pH 6 is due to precipitation of both metals as insoluble hydroxides or hydrated oxides [<xref ref-type="bibr" rid="scirp.58295-ref22">22</xref>] [<xref ref-type="bibr" rid="scirp.58295-ref26">26</xref>] [<xref ref-type="bibr" rid="scirp.58295-ref27">27</xref>] .</p></sec><sec id="s3_3"><title>3.3. Effect of Contact Time</title><p>The effect of contact time (15 to 120 min) on the equilibrium uptake of Ni<sup>2+</sup> or Cd<sup>2+</sup> ions onto Eup. ludwigii for an initial metal ion concentration of 50 mg∙L<sup>−1</sup> is shown in <xref ref-type="fig" rid="fig3">Figure 3</xref>. The biosorption capacity increased with increasing contact time and a large amount of metal ions was removed in the first 30 min. Equilibrium was reached in 45 and 75 min for Ni<sup>2+</sup> and Cd<sup>2+</sup>, where the biosorption values reached 12.04 &#177; 0.71 and 22.23 &#177; 0.58 mg∙g<sup>−1</sup>, respectively. After these equilibrium periods, either in Ni<sup>2+</sup> or Cd<sup>2+</sup> biosorption, the amount of adsorbed metal ions was not significantly changed with contact time. This rapid initial uptake was similar to the previous reports on the biosorption of these metals by different biosorbents. Akar and Tunali [<xref ref-type="bibr" rid="scirp.58295-ref28">28</xref>] observed that Cd<sup>2+</sup> biosorption by Botrytis cinerea was fast and equilibrium was reached in 60 min. A contact time of 120 min was required to reach equilibrium in the biosorption of Cd<sup>2+</sup> by Rhizopus cohnii [<xref ref-type="bibr" rid="scirp.58295-ref29">29</xref>] . Pahlavanzadeh et al. [<xref ref-type="bibr" rid="scirp.58295-ref1">1</xref>] noted that approximately 60% of Ni<sup>2+</sup> ions were removed by the brown algae (Cystoseria indica, Nizmuddinia zanardini, Sargassum glaucescens, and Padina australis) in the first 20 min of contact, and equilibrium was reached</p><fig id="fig2"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref></label><caption><title> Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption (mg∙g<sup>−1</sup>) by NaOH-treated Eup. ludwigii at different pH values</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/7-2310398x15.png"/></fig><p>in a contact time of 120 min. This observed rapid biosorption of metals is among desirable parameters for successful deployment of the biosorbents for practical application [<xref ref-type="bibr" rid="scirp.58295-ref30">30</xref>] .</p></sec><sec id="s3_4"><title>3.4. Effect of Initial Metal Ion Concentration</title><p>The initial metal ion concentration remarkably influenced the equilibrium metal uptake and biosorption yield. The effect of initial metal (Ni<sup>2+</sup> and Cd<sup>2+</sup>) ion concentration was investigated in the range of 50 - 400 mg∙L<sup>−1</sup> under the determined optimum pH values and contact time. From the results presented in <xref ref-type="fig" rid="fig4">Figure 4</xref>, it was noted</p><fig id="fig3"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref></label><caption><title> Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption (mg∙g<sup>−1</sup>) by NaOH-treated Eup. ludwigii at different time intervals (min)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/7-2310398x16.png"/></fig><fig id="fig4"  position="float"><label><xref ref-type="fig" rid="fig4">Figure 4</xref></label><caption><title> Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption (mg∙g<sup>−1</sup>) by NaOH-treated Eup. ludwigii at different metal concentrations (mg∙L<sup>−1</sup>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/7-2310398x17.png"/></fig><p>that initial concentration increased the sorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions, and then reached a saturation values at about 200 mg∙L<sup>−1 </sup>for Ni<sup>2+</sup> and 300 mg∙L<sup>−1</sup> for Cd<sup>2+</sup>. At these concentrations, the biosorbed Ni<sup>2+</sup> and Cd<sup>2+ </sup>reached 26.23 &#177; 0.61 and 53.37 &#177; 0.84 mg∙g<sup>−1</sup>, respectively. Then the values did not significantly change with the initial metal ion concentration. This increase in uptake capacity of both metals with increasing initial metals concentration is due to higher availability of metal ions for the sorption. Moreover, higher initial concentration provides increased driving force to overcome mass transfer resistance between the biosorbent and biosorption medium [<xref ref-type="bibr" rid="scirp.58295-ref31">31</xref>] .</p></sec><sec id="s3_5"><title>3.5. Effect of Temperature</title><p>The effects of temperature on biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> onto Eup. ludwigii were carried out by varying a series of temperature from 15˚C to 40˚C. From the results presented in <xref ref-type="fig" rid="fig5">Figure 5</xref>, it was shown that the uptake amount of both metal ions increased with increasing temperature. So, the biosorption capacity increased from 3.67 &#177; 0.23 to 12.89 &#177; 0.21 mg∙g<sup>−1</sup> for Ni<sup>2+</sup> and from 9.44 &#177; 0.27 to 23.72 &#177; 0.45 mg∙g<sup>−1</sup> for Cd<sup>2+</sup> as the temperature increased from 15 to 40˚C. Similar results were reported on biosorption of Cd<sup>2+</sup> onto Pycnoporus sanguineus [<xref ref-type="bibr" rid="scirp.58295-ref32">32</xref>] , Ni<sup>2+</sup> onto some brown algae [<xref ref-type="bibr" rid="scirp.58295-ref1">1</xref>] , and Pb<sup>2+</sup> onto Candida albicans [<xref ref-type="bibr" rid="scirp.58295-ref33">33</xref>] . The increase in the biosorption capacity with the increase in temperature indicates that the biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> onto Eup. ludwigii was controlled by an endothermic process. This effect may be due to the fact that at higher temperatures an increase in active sites occurs due to bond rupture [<xref ref-type="bibr" rid="scirp.58295-ref1">1</xref>] . Opposite result was reported by Anayurt et al. [<xref ref-type="bibr" rid="scirp.58295-ref34">34</xref>] in the study on the biosorption of Pb<sup>2+</sup> and Cd<sup>2+</sup> by the fungus Lactarius scrobiculatus. They found that biosorption decreased from 98% to 90% for Pb<sup>2+</sup> and from 95% to 88% for Cd<sup>2+</sup> as temperature was increased from 20˚C to 50˚C.</p></sec><sec id="s3_6"><title>3.6. Effect of Biomass Dose</title><p>To get the optimal biomass dose in Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption, different amounts (0.5 - 5 g∙L<sup>−1</sup>) of fungal biomass were used. As can be seen from <xref ref-type="fig" rid="fig6">Figure 6</xref>, with the dose of biomass increasing, the metal uptake of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions per unit mass of biomass (mg∙g<sup>−1</sup>) was decreased. The biosorbed metal decreased from 38.22 &#177; 0.85 to 6.87 &#177; 0.21 mg∙g<sup>−1</sup> for Ni<sup>2+</sup> and from 45.62 &#177; 0.78 to 9.83 &#177; 0.35 mg∙g<sup>−1</sup> for Cd<sup>2+</sup> due to the increase in the fungal biomass from 0.5 to 5 g∙L<sup>−1</sup>, respectively. This is expected because as the dose of biomass increased, there was increase in the available exchangeable sites for Ni<sup>2+</sup> and Cd<sup>2+</sup> ions. The maximum biosorption efficiencies reached 68.66% and 98.32% for Ni<sup>2+</sup> and Cd<sup>2+</sup>, respectively, at biomass weight 5 g∙L<sup>−1</sup>. Reduction in biomass dose in the biosorption medium at a given metal concentration enhanced the metal/biosorbent ratio and thus increased the metal uptake per unit weight of biosorbent as long as the later is not saturated [<xref ref-type="bibr" rid="scirp.58295-ref34">34</xref>] [<xref ref-type="bibr" rid="scirp.58295-ref35">35</xref>] .</p><fig id="fig5"  position="float"><label><xref ref-type="fig" rid="fig5">Figure 5</xref></label><caption><title> Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption (mg∙g<sup>−1</sup>) by NaOH-treated Eup. ludwigii at different temperatures (˚C)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/7-2310398x18.png"/></fig><fig id="fig6"  position="float"><label><xref ref-type="fig" rid="fig6">Figure 6</xref></label><caption><title> Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption (mg∙g<sup>−1</sup>) by NaOH-treated Eup. ludwigii at different biomass doses (g∙L<sup>−1</sup>)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/7-2310398x19.png"/></fig></sec><sec id="s3_7"><title>3.7. Effect of Shaking Rate</title><p>In order to determine the optimal shaking rate, the biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions by Eup. ludwigii was evaluated by varying the shaking rate of the biosorption media from 0 (without shaking) to 200. <xref ref-type="fig" rid="fig7">Figure 7</xref> illustrates the effect of shaking rate (rpm) versus the amount of metal biosorbed (mg∙g<sup>−1</sup>) of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions. Control units at 0 rpm (no agitation) exhibited very low Ni<sup>2+</sup> and Cd<sup>2+</sup> uptake. At this shaking rate, the biosorbed Ni<sup>2+</sup> and Cd<sup>2+</sup> reached 2.45 &#177; 0.12 and 7.97 &#177; 0.24 mg∙g<sup>−1</sup>, respectively. As shaking rate increased, the biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions increased, and optimal values of biosorption were obtained for shaking rate of 150 and 100 rpm for Ni<sup>2+</sup> and Cd<sup>2+</sup> ions, respectively, and the biosorbed Ni<sup>2+</sup> and Cd<sup>2+</sup> were 13.34 &#177; 0.31 and 23.86 &#177; 0.64 mg∙g<sup>−1</sup>, at the same order. Nearly, similar results were observed by Tun-Guo et al. [<xref ref-type="bibr" rid="scirp.58295-ref36">36</xref>] in the biosorption of Cd<sup>2+</sup> by Aspergillus niger. They found that the optimal shaking rate was 120 rpm. The optimal values of Pb<sup>2+</sup> and Co<sup>2+</sup> biosorption capacity by Rhizopus oryzae were obtained at shaking rate of 150 rpm [<xref ref-type="bibr" rid="scirp.58295-ref9">9</xref>] . Opposite result was reported by Selatnia et al. [<xref ref-type="bibr" rid="scirp.58295-ref37">37</xref>] for biosorption of Ni<sup>2+</sup> by a bacterial dead Streptomyces rimosus biomass. They found that the optimum shaking rate for biosorption of this metal is 250 rpm. The lower metal uptake of both metals at higher shaking rates is attributed to non-homogeneity of the biosorption mixtures caused by vortex phenomenon [<xref ref-type="bibr" rid="scirp.58295-ref38">38</xref>] , making the biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions difficult.</p></sec><sec id="s3_8"><title>3.8. Desorption and Reuse of the Biosorbent</title><p>The reusability and metal recovery efficiency of the biosorbent is likely to be a key factor in accessing the potential of the biosorbent for commercial application. As they are common elutants used by many researchers, 0.1 M HCl, 0.1 M CaCl<sub>2</sub>, Na<sub>2</sub>CO<sub>3</sub>, EDTA, and ddH<sub>2</sub>O were used to identify a suitable elutant agent. <xref ref-type="table" rid="table1">Table 1</xref> shows the percentage of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions released from fungal biomass after treatment with different elutants. From the results, it is evident that the desorption efficiencies of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions were more than 96% after eluting with 0.1 M HCl, and so that HCl is the most efficient elutant to be used in the biosorption-desorption cyclic studies. HCl has been found to be an effective elutant for desorption of Ni<sup>2+</sup> from Penicillium chrysogenum [<xref ref-type="bibr" rid="scirp.58295-ref22">22</xref>] and baker’s yeast [<xref ref-type="bibr" rid="scirp.58295-ref39">39</xref>] , and Pb<sup>2+</sup> and Cd<sup>2+</sup> from macro-fungus Lactarius scrobiculatus [<xref ref-type="bibr" rid="scirp.58295-ref34">34</xref>] . On the other hand, elution of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions by ddH<sub>2</sub>O exhibited negligible desorption capability and the desorption efficiency values do not exceed 3% for both metals, indicating a strong affinity of the fungal biomass towards Ni<sup>2+</sup> and Cd<sup>2+</sup> ions. After desorption using the most efficient elutant (0.1 M HCl), the biomass was washed with ddH<sub>2</sub>O, and reused for another cycle. From the results illustrated in <xref ref-type="fig" rid="fig8">Figure 8</xref>, it is evident that there was a gradual de-</p><fig id="fig7"  position="float"><label><xref ref-type="fig" rid="fig7">Figure 7</xref></label><caption><title> Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption (mg∙g<sup>−1</sup>) by NaOH-treated Eup. ludwigii at different Shaking rates (rpm)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/7-2310398x20.png"/></fig><fig id="fig8"  position="float"><label><xref ref-type="fig" rid="fig8">Figure 8</xref></label><caption><title> Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption (mg∙g<sup>−1</sup>) by Eup. ludwigii after desorption with 0.1 M HCl solution for 5 cycles</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/7-2310398x21.png"/></fig><p>crease of Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption on Eup. ludwigii biomass with an increase the number of desorption cycles. After a sequence of five cycles, it was observed that the biosorption capacity of Eup. ludwigii biomass has been reduced to 75.2% and 80.8% for Ni<sup>2+</sup> and Cd<sup>2+</sup>, respectively. The results indicate that Eup. ludwigii has good potential to adsorb these metal ions repeatedly from aqueous solution.</p></sec><sec id="s3_9"><title>3.9. Biosorption Isotherms</title><p>Biosorption isotherm provides a relationship between the concentration of metal in solution and the amount of metal on biosorbent when both the phases are at equilibrium. Modeling of Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption on the fungal biomass was realized by applying Langmuir and Freundlich adsorption isotherms. The linearized forms of the Langmuir isotherm model (Equation (5)) and Freundlich isotherm model (Equation (7)) were used to analyze and fit the data to these models. The Langmuir constants (q<sub>max</sub> and b) with correlation coefficients (R<sup>2</sup>) were calculated from the plots in <xref ref-type="fig" rid="fig9">Figure 9</xref> for biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup>on the fungal biomass and the results are presented in <xref ref-type="table" rid="table2">Table 2</xref>. Also, Freundlich constants (K<sub>f</sub> and n) with correlation coefficients (R<sup>2</sup>) were calculated from the plots in <xref ref-type="fig" rid="fig1">Figure 1</xref>0, and presented in <xref ref-type="table" rid="table2">Table 2</xref>. The fit of experimental data to these models was evaluated by the correlation coefficients (R<sup>2</sup>). From the final results and based on the values of correlation coefficients (R<sup>2</sup>), Langmuir and Freundlich models best described the experimental data for biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> at different temperatures, but biosorption of Cd<sup>2+</sup> is more described by Freundlich model. In view of the Langmuir constant (q<sub>max</sub>) values, the q<sub>max</sub> values of Ni<sup>2+</sup> and Cd<sup>2+</sup> are close to the experimental q<sub>max</sub> values at 20 and 30˚C, respectively. The favorable biosorption is indicating by higher than 1 value of Freundlich sorption constant n for fungal biomass. The values of n obtained greater than one for Ni<sup>2+</sup> and Cd<sup>2+</sup> indicated that physical and multilayer adsorption takes place for both metal ions. The small (K<sub>f</sub>) values for Ni<sup>2+</sup> indicate a lower extent biosorption, while more biosorption was observed for Cd<sup>2+</sup> ions because of its larger (K<sub>f</sub>) values. Generally, the higher values of Freundlich constants (K<sub>f</sub> and n) and the lower value of Langmuir constant (b) indicating the higher affinity of the biomass [<xref ref-type="bibr" rid="scirp.58295-ref40">40</xref>] [<xref ref-type="bibr" rid="scirp.58295-ref41">41</xref>] . Similar results were also reported for biosorption of Ni<sup>2+</sup> by Trichoderma viride [<xref ref-type="bibr" rid="scirp.58295-ref42">42</xref>] , Cd<sup>2+</sup> by Rhizopus cohnii [<xref ref-type="bibr" rid="scirp.58295-ref29">29</xref>] , and Pb<sup>2+</sup>, Cu<sup>2+</sup>, and Cd<sup>2+</sup> by Phanerochaete chrysosporium [<xref ref-type="bibr" rid="scirp.58295-ref43">43</xref>] .</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Desorption efficiencies (%) of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions from NaOH-treated Eup. ludwigii biomass using various elutants</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Elutant</th><th align="center" valign="middle" >Desorption efficiency (%) of Ni<sup>2+</sup></th><th align="center" valign="middle" >Desorption efficiency (%) of Cd<sup>2+</sup></th></tr></thead><tr><td align="center" valign="middle" >0.1 M HCl</td><td align="center" valign="middle" >97.8</td><td align="center" valign="middle" >98.7</td></tr><tr><td align="center" valign="middle" >0.1 M CaCl<sub>2</sub></td><td align="center" valign="middle" >57.5</td><td align="center" valign="middle" >49.6</td></tr><tr><td align="center" valign="middle" >0.1 M Na<sub>2</sub>CO<sub>3</sub></td><td align="center" valign="middle" >19.2</td><td align="center" valign="middle" >38.3</td></tr><tr><td align="center" valign="middle" >0.1 M EDTA</td><td align="center" valign="middle" >74.8</td><td align="center" valign="middle" >80.1</td></tr><tr><td align="center" valign="middle" >ddH<sub>2</sub>O</td><td align="center" valign="middle" >2.8</td><td align="center" valign="middle" >1.9</td></tr></tbody></table></table-wrap><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Isotherm parameters of two models for Ni<sup>2+</sup><sup> </sup>and Cd<sup>2+</sup><sup> </sup>biosorption by NaOH-treated Eup. ludwigii at different temperatures (˚C)</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >Metal</th><th align="center" valign="middle"  rowspan="2"  >T (˚C)</th><th align="center" valign="middle"  colspan="3"  >Langmuir</th><th align="center" valign="middle"  colspan="3"  >Freundlich</th></tr></thead><tr><td align="center" valign="middle" >q<sub>max</sub> (mg∙g<sup>−1</sup>)</td><td align="center" valign="middle" >b (L∙mg<sup>−1</sup>)</td><td align="center" valign="middle" >R<sup>2</sup></td><td align="center" valign="middle" >K<sub>f</sub></td><td align="center" valign="middle" >n</td><td align="center" valign="middle" >R<sup>2</sup></td></tr><tr><td align="center" valign="middle" >Ni<sup>2+</sup></td><td align="center" valign="middle" >15</td><td align="center" valign="middle" >35.34</td><td align="center" valign="middle" >0.002</td><td align="center" valign="middle" >0.990</td><td align="center" valign="middle" >0.15</td><td align="center" valign="middle" >1.21</td><td align="center" valign="middle" >0.997</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >20</td><td align="center" valign="middle" >27.32</td><td align="center" valign="middle" >0.01</td><td align="center" valign="middle" >0.952</td><td align="center" valign="middle" >1.35</td><td align="center" valign="middle" >1.97</td><td align="center" valign="middle" >0.989</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >25</td><td align="center" valign="middle" >29.67</td><td align="center" valign="middle" >0.02</td><td align="center" valign="middle" >0.980</td><td align="center" valign="middle" >2.44</td><td align="center" valign="middle" >2.38</td><td align="center" valign="middle" >0.991</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >31.55</td><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >0.989</td><td align="center" valign="middle" >5.93</td><td align="center" valign="middle" >3.63</td><td align="center" valign="middle" >0.910</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >35</td><td align="center" valign="middle" >31.15</td><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >0.994</td><td align="center" valign="middle" >5.53</td><td align="center" valign="middle" >3.49</td><td align="center" valign="middle" >0.926</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >40</td><td align="center" valign="middle" >31.25</td><td align="center" valign="middle" >0.03</td><td align="center" valign="middle" >0.984</td><td align="center" valign="middle" >6.93</td><td align="center" valign="middle" >4.02</td><td align="center" valign="middle" >0.889</td></tr><tr><td align="center" valign="middle" >Cd<sup>2+</sup></td><td align="center" valign="middle" >15</td><td align="center" valign="middle" >28.99</td><td align="center" valign="middle" >0.01</td><td align="center" valign="middle" >0.956</td><td align="center" valign="middle" >1.52</td><td align="center" valign="middle" >2.00</td><td align="center" valign="middle" >0.991</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >20</td><td align="center" valign="middle" >31.45</td><td align="center" valign="middle" >0.07</td><td align="center" valign="middle" >0.821</td><td align="center" valign="middle" >7.39</td><td align="center" valign="middle" >3.69</td><td align="center" valign="middle" >0.944</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >25</td><td align="center" valign="middle" >36.50</td><td align="center" valign="middle" >0.27</td><td align="center" valign="middle" >0.776</td><td align="center" valign="middle" >14.75</td><td align="center" valign="middle" >5.54</td><td align="center" valign="middle" >0.925</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >30</td><td align="center" valign="middle" >52.08</td><td align="center" valign="middle" >0.15</td><td align="center" valign="middle" >0.987</td><td align="center" valign="middle" >17.15</td><td align="center" valign="middle" >4.65</td><td align="center" valign="middle" >0.977</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >35</td><td align="center" valign="middle" >51.81</td><td align="center" valign="middle" >0.22</td><td align="center" valign="middle" >0.986</td><td align="center" valign="middle" >19.55</td><td align="center" valign="middle" >5.21</td><td align="center" valign="middle" >0.975</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >40</td><td align="center" valign="middle" >51.28</td><td align="center" valign="middle" >0.29</td><td align="center" valign="middle" >0.975</td><td align="center" valign="middle" >20.62</td><td align="center" valign="middle" >5.49</td><td align="center" valign="middle" >0.983</td></tr></tbody></table></table-wrap><fig-group id="fig9"><label><xref ref-type="fig" rid="fig9">Figure 9</xref></label><caption><title> Application of Langmuir isotherm model for (a) Ni<sup>2+ </sup>and (b) Cd<sup>2+</sup> biosorption by NaOH-treated Eup. ludwigii at different temperatures (˚C).</title></caption><fig id ="fig9_1"><label>(b)</label><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/7-2310398x22.png"/></fig><fig id ="fig9_2"><label></label><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/7-2310398x23.png"/></fig></fig-group></sec><sec id="s3_10"><title>3.10. Mechanism Studies</title><sec id="s3_10_1"><title>3.10.1. Biosorption by Chemically Modified Biomass</title><p>The results of metal biosorption studies before and after chemical modification of functional groups of NaOH-treated Eup. ludwigii are presented in <xref ref-type="table" rid="table3">Table 3</xref>. From the results, it can be seen that when carboxyl groups were esterified (CM1), biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> were significantly decreased from 12.35 &#177; 0.31 to 1.41 &#177; 0.05 mg∙g<sup>−1</sup> and from 21.45 &#177; 0.29 to 3.07 &#177; 0.09 mg∙g<sup>−1</sup>, respectively in comparison with control (NaOH- treated biomass). The reductions were 88.6% and 85.7% for Ni<sup>2+</sup> and Cd<sup>2+</sup>, respectively. Decreasing of biosorp-</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Metal biosorption (mg∙g<sup>−1</sup>) and biosorption efficiency (%) by NaOH-pretreated biomass (control) and chemically modified biomass residue of Eup. ludwigii</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Metal</th><th align="center" valign="middle" >Biomass type</th><th align="center" valign="middle" >Metal biosorption (mg∙g<sup>−1</sup> )</th><th align="center" valign="middle" >Biosorption efficiency (%)</th><th align="center" valign="middle" >Reduction (%)</th></tr></thead><tr><td align="center" valign="middle" >Ni<sup>2+</sup></td><td align="center" valign="middle" >Control</td><td align="center" valign="middle" >12.35 &#177; 0.31</td><td align="center" valign="middle" >49.4</td><td align="center" valign="middle" >0.00</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CM1</td><td align="center" valign="middle" >1.41 &#177; 0.05</td><td align="center" valign="middle" >5.64</td><td align="center" valign="middle" >88.6</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CM2</td><td align="center" valign="middle" >9.19 &#177; 0.25</td><td align="center" valign="middle" >36.76</td><td align="center" valign="middle" >25.6</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CM3</td><td align="center" valign="middle" >12.41 &#177; 0.25</td><td align="center" valign="middle" >49.64</td><td align="center" valign="middle" >0.49</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CM4</td><td align="center" valign="middle" >12.39 &#177; 0.28</td><td align="center" valign="middle" >49.56</td><td align="center" valign="middle" >0.32</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CM5</td><td align="center" valign="middle" >12.51 &#177; 0.37</td><td align="center" valign="middle" >50.04</td><td align="center" valign="middle" >1.30</td></tr><tr><td align="center" valign="middle" >Cd<sup>2+</sup></td><td align="center" valign="middle" >Control</td><td align="center" valign="middle" >21.45 &#177; 0.29</td><td align="center" valign="middle" >85.92</td><td align="center" valign="middle" >0.00</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CM1</td><td align="center" valign="middle" >3.07 &#177; 0.09</td><td align="center" valign="middle" >12.28</td><td align="center" valign="middle" >85.7</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CM2</td><td align="center" valign="middle" >17.33 &#177; 0.33</td><td align="center" valign="middle" >69.32</td><td align="center" valign="middle" >19.3</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CM3</td><td align="center" valign="middle" >21.27 &#177; 0.38</td><td align="center" valign="middle" >85.08</td><td align="center" valign="middle" >0.98</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CM4</td><td align="center" valign="middle" >21.58 &#177; 0.31</td><td align="center" valign="middle" >86.32</td><td align="center" valign="middle" >0.47</td></tr><tr><td align="center" valign="middle" ></td><td align="center" valign="middle" >CM5</td><td align="center" valign="middle" >21.66 &#177; 0.35</td><td align="center" valign="middle" >86.64</td><td align="center" valign="middle" >0.84</td></tr></tbody></table></table-wrap><p>tion was also observed for both metals by Eup. ludwigii biomass with methylated amino groups (CM2), and the biosorption values were 9.19 &#177; 0.25 and 17.33 &#177; 0.33 mg∙g<sup>−1</sup> for Ni<sup>2+</sup> and Cd<sup>2+</sup>, respectively. The reductions were 25.6% and 19.3% at the same order. These findings suggest that carboxyl and amine groups are important in Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption on Eup. ludwigii biomass. Also, these results may be sufficient to indicate the important participation of carboxyl and amine groups in the biosorption of these metal ions. Kapoor and Viraraghavan [<xref ref-type="bibr" rid="scirp.58295-ref44">44</xref>] have reported similar reduction in biosorption of Cd<sup>2+</sup>, Cu<sup>2+</sup>, and Pb<sup>2+</sup> ions by A. niger subjected to esterification of its carboxyl groups. In the biosorption of Cu<sup>2+</sup>, Ni<sup>2+</sup>, Zn<sup>2+</sup>, and Cr<sup>3+</sup> by Penicillium chrysogenum, Tan and Cheng [<xref ref-type="bibr" rid="scirp.58295-ref45">45</xref>] found that the main chelating sites in the mycelium are amine groups of chitosan. The interacttion between amine group and Ni<sup>2+</sup> or Cd<sup>2+</sup> ions is complexation. This study showed that the electrostatic attraction and complexation seem to be the most important mechanism of biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions. On the other hand, esterification of phosphate groups (CM3) and extraction of lipids using acetone (CM4) and benzene (CM5) had no effect on both metals biosorption. Kapoor and Viraraghavan [<xref ref-type="bibr" rid="scirp.58295-ref44">44</xref>] observed slight decreases in biosorption of Cd<sup>2+</sup>, Cu<sup>2+</sup>, and Pb<sup>2+</sup> ions when lipids were extracted from A. niger. They attributed the decrease to either lipid extraction or the probable structural changes that may have resulted due to the harsh conditions of the extraction process.</p></sec><sec id="s3_10_2"><title>3.10.2. Ion Exchange Study</title><p>The contribution of ion-exchange mechanism to the biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> onto Eup. ludwigii biomass was investigated by determination of the light metals Na<sup>+</sup>, K<sup>+</sup>, Ca<sup>2+</sup>, and Mg<sup>2+</sup> in the filtrates of biosorption media. The amounts of these cations were compared with those in a control sample, which consists of Eup. ludwigii biomass and ddH<sub>2</sub>O. From the results presented in <xref ref-type="table" rid="table4">Table 4</xref>, biosorption of Ni<sup>2+</sup> and Cd<sup>2+</sup> ions by NaOH-treated Eup. ludwigii biomass showed that K<sup>+</sup>, Ca<sup>2+</sup>, and Mg<sup>2+</sup> ions were released into the biosorption medium. This indicates that Ni<sup>2+</sup> and Cd<sup>2+</sup> possibly have been exchanged with these ions on the cell walls of Eup. ludwigii, thereby suggesting an ion exchange mechanism as one of the mechanisms of metal biosorption for Eup. ludwigii. In contrast, Na<sup>+</sup> ion was not detected in the reaction solution. The biosorption of Sr<sup>2+</sup>, Mn<sup>2+</sup>, Zn<sup>2+</sup>, Cd<sup>2+</sup>, Cu<sup>2+</sup>, and Ti<sup>+</sup> by S. cerevisiae, also resulted in releasing of Ca<sup>2+</sup>, Mg<sup>2+</sup>, and H<sup>+</sup> [<xref ref-type="bibr" rid="scirp.58295-ref46">46</xref>] . As observed by Allaboun and Abu Al- Rub [<xref ref-type="bibr" rid="scirp.58295-ref47">47</xref>] , Ni<sup>2+</sup> biosorption by palm tree leaves resulted in the release of Ca<sup>2+</sup>, Mg<sup>2+</sup>, and K<sup>+</sup> ions from the biosorbent.</p></sec></sec></sec><sec id="s4"><title>4. Conclusion</title><p>In the present study, the biosorption capacity of Eup. ludwigii for Ni<sup>2+</sup> and Cd<sup>2+ </sup>increases after the biomass is</p><fig-group id="fig10"><label><xref ref-type="fig" rid="fig1">Figure 1</xref>0</label><caption><title> Application of Freundlich isotherm model for (a) Ni<sup>2+ </sup>and (b) Cd<sup>2+</sup> biosorption by NaOH-treated Eup. ludwigii at different temperatures (˚C).</title></caption><fig id ="fig10_1"><label></label><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/7-2310398x24.png"/></fig></fig-group><p>treated with NaOH. The biosorption process has been shown to be affected from experimental conditions, such as pH, contact time, etc. The experimental data for both metals will be described appropriately by Langmuir and Freundlich models. The mechanism of biosorption can be a combination of ion-exchange and complexation with the functional groups of the fungal biomass. The study indicates that Eup. ludwigii may be used as an inexpensive, effective, and ecofriendly biomaterial for the removal of both metals from aqueous solutions.</p><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Amounts of Na<sup>+</sup>, K<sup>+</sup>, Ca<sup>2+</sup>, and Mg<sup>2+</sup> ions (mg∙L<sup>−1</sup>) released upon Ni<sup>2+</sup> and Cd<sup>2+</sup> biosorption by NaOH-treated Eup. ludwigii biomass</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Metal</th><th align="center" valign="middle" >Na<sup>+</sup></th><th align="center" valign="middle" >K<sup>+</sup></th><th align="center" valign="middle" >Ca<sup>2+</sup></th><th align="center" valign="middle" >Mg<sup>2+</sup></th><th align="center" valign="middle" >Total</th></tr></thead><tr><td align="center" valign="middle" >non</td><td align="center" valign="middle" >0.01 &#177; 0.00</td><td align="center" valign="middle" >0 &#177; 0.00</td><td align="center" valign="middle" >0.01 &#177; 0.00</td><td align="center" valign="middle" >0.03 &#177; 0.00</td><td align="center" valign="middle" >0.05</td></tr><tr><td align="center" valign="middle" >Ni<sup>2+</sup></td><td align="center" valign="middle" >0.00 &#177; 0.00</td><td align="center" valign="middle" >2.46 &#177; 0.06</td><td align="center" valign="middle" >4.53 &#177; 0.02</td><td align="center" valign="middle" >3.15 &#177; 0.02</td><td align="center" valign="middle" >10.14</td></tr><tr><td align="center" valign="middle" >Cd<sup>2+</sup></td><td align="center" valign="middle" >0.01 &#177; 0.00</td><td align="center" valign="middle" >1.67 &#177; 0.00</td><td align="center" valign="middle" >3.47 &#177; 0.04</td><td align="center" valign="middle" >2.49 &#177; 0.01</td><td align="center" valign="middle" >7.64</td></tr></tbody></table></table-wrap></sec><sec id="s5"><title>Acknowledgements</title><p>The author would like to thank Ibb University for the financial support. The author is also grateful to the precious comments and careful corrections made by anonymous reviewers.</p></sec><sec id="s6"><title>Cite this paper</title><p>Abdulkawi AliAl-Fakih, (2015) Biosorption of Ni2+ and Cd2+ from Aqueous Solutions Using NaOH-Treated Biomass of Eupenicillium ludwigii: Equilibrium and Mechanistic Studies. Open Journal of Applied Sciences,05,376-392. doi: 10.4236/ojapps.2015.57038</p></sec></body><back><ref-list><title>References</title><ref id="scirp.58295-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Pahlavanzadeh, H., Keshtkar, A.R., Safdari, J. and Abadi, Z. (2010) Biosorption of Nickel(II) from Aqueous Solution by Brown Algae: Equilibrium, Dynamic and Thermodynamic Studies. Journal of Hazardous Materials, 175, 304-310. 
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