<?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">AJAC</journal-id><journal-title-group><journal-title>American Journal of Analytical Chemistry</journal-title></journal-title-group><issn pub-type="epub">2156-8251</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ajac.2014.59065</article-id><article-id pub-id-type="publisher-id">AJAC-47148</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>CHEMISTRY &amp; MATERIALS SCIENCE</subject></subj-group></article-categories><title-group><article-title>Forward-Light-Scattering Characterization of Pre-Crystalline Aggregates in Crystallizing Lysozyme Solutions</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Takashi</surname><given-names>Wakamatsu</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 Electrical and Electronic System Engineering, Ibaraki National College of Technology, Ibaraki, Japan</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>wakamatu@ee.ibaraki-ct.ac.jp</email></corresp></author-notes><pub-date pub-type="epub"><day>20</day><month>06</month><year>2014</year></pub-date><volume>05</volume><issue>09</issue><fpage>581</fpage><lpage>588</lpage><history><date date-type="received"><day>13</day>	<month>May</month>	<year>2014</year></date><date date-type="rev-recd"><day>15</day>	<month>June</month>	<year>2014</year>	</date><date date-type="accepted"><day>15</day>	<month>July</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 present a method to characterize lysozyme pre-crystalline aggregates using a forward-light-scattering technique, which is highly sensitive to protein aggregates. The static light scattering properties at small angles of crystallizing lysozyme aggregates are discussed, and related to the crystallization conditions based on the concentration of added precipitant NaCl. Lysozyme solutions that started to crystallize because of precipitant exhibited profiles of forward light scattering that could be fitted by non-integer power laws, which indicated fractal aggregations of lysozyme had formed. Pre-crystalline solutions, in which lysozyme crystals later grew, had dense structural fractal clusters with fractal dimensions of D &gt; 1.5. In contrast, solutions with aggregates in which crystals did not grow, had forward-light-scattering profiles that deviated from a power law or had lower power values.</p></abstract><kwd-group><kwd>Protein Crystallization</kwd><kwd> Lysozyme</kwd><kwd> Light Scattering</kwd><kwd> Fractal Aggregation</kwd><kwd> Power Law</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Structure analysis of proteins by x-ray or neutron diffraction provides a fundamental and useful database for developing new functional materials such as innovative drugs and high quality processed foods. In protein crystallography, crystallization of the protein is the main bottleneck because it relies on trial and error procedures [<xref ref-type="bibr" rid="scirp.47148-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref2">2</xref>] . In solutions of lysozyme as a model protein, it is well accepted that liquid-liquid phase separation and solid-liquid phase separation coexist in a metastable region of phase diagrams [<xref ref-type="bibr" rid="scirp.47148-ref3">3</xref>] -[<xref ref-type="bibr" rid="scirp.47148-ref5">5</xref>] . Protein-rich droplets formed from the liquid-liquid phase separation have been observed, and lysozyme crystals have grown in these solutions [<xref ref-type="bibr" rid="scirp.47148-ref4">4</xref>] . However, an occurrence mechanism of the metastable liquid-liquid phase separation for protein crystallization is not well understood in detail. There are few methods for evaluating crystallizing protein solutions, and as such, details of the protein crystallization process remain unknown.</p><p>Formation of protein clusters 100 nm - 1 μm in size that remain in solution is an important pre-crystalline process [<xref ref-type="bibr" rid="scirp.47148-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref7">7</xref>] . Light scattering techniques, particularly dynamic light scattering (DLS), has frequently been used to characterize protein aggregates [<xref ref-type="bibr" rid="scirp.47148-ref7">7</xref>] -[<xref ref-type="bibr" rid="scirp.47148-ref12">12</xref>] . DLS and static light scattering (SLS) studies demonstrated by Georgalis et al. have revealed that lysozymes form fractal cluster aggregates before crystallizing [<xref ref-type="bibr" rid="scirp.47148-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref14">14</xref>] . Similar aggregations of lysozymes have been studied by Tanaka et al., using DLS techniques [<xref ref-type="bibr" rid="scirp.47148-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref15">15</xref>] . However, the relationship between the protein crystallization and the fractal aggregation has been overlooked. Establishing a protein crystallization screening method requires distinguishing formations of aggregates (clusters) that have the potential to grow into crystal nuclei from those that do not.</p><p>SLS patterns for fractal aggregates exhibit a power law of the scattering wave vector q: where the scattering intensity, <inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\23c50140-4afd-449b-b60d-dd7a53b834ba.png" xlink:type="simple"/></inline-formula>[<xref ref-type="bibr" rid="scirp.47148-ref16">16</xref>] -[<xref ref-type="bibr" rid="scirp.47148-ref19">19</xref>] . The q is given by<inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\28f24342-0058-4571-8607-f446711e6c30.png" xlink:type="simple"/></inline-formula>, where n is the refractive index of the sample solvent, and θ is the original scattering angle of the sample solution. The power value α from the equation is equal to the fractal dimension D of the scattering aggregates, which gives an interior parameter of the fractal aggregates [<xref ref-type="bibr" rid="scirp.47148-ref16">16</xref>] . This means that a structure factor S(q) of the aggregates can also be expressed as the power law [<xref ref-type="bibr" rid="scirp.47148-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref17">17</xref>] of<inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\883dc904-b8c7-49bc-827a-a45961fe4158.png" xlink:type="simple"/></inline-formula>. Observation can be made of the power-law SLS patterns in the range of<inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\8c0f0b05-b638-46bd-b0d9-9dd1e25d7831.png" xlink:type="simple"/></inline-formula>, where R<sub>G</sub> is the average gyration radius of aggregates and a is the size of the minimum scattering unit, such as a monomer or an oligomer [<xref ref-type="bibr" rid="scirp.47148-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref17">17</xref>] . From the power-law formula<inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\f9d9e845-2f2a-4d48-a10b-e79f20a12136.png" xlink:type="simple"/></inline-formula>, small q values offer larger scattering intensities in the SLS measurements, such that SLS sensitivity to protein aggregation increases at small scattering angles.</p><p>Previous work [<xref ref-type="bibr" rid="scirp.47148-ref20">20</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref21">21</xref>] has shown that forward static light scattering (F-SLS) at small angles (typically θ<sub>s</sub> &lt; 8˚) is highly sensitive to protein aggregates in crystallizing solutions. Small-angle F-LS measurements can characterize protein aggregation directly. In this work, we evaluate lysozyme aggregation in pre-crystalline solutions using a fitting analysis of F-SLS profiles, and discuss the relationship between the fractal aggregation and the crystallization conditions based on the concentration of an added precipitant, NaCl.</p></sec><sec id="s2"><title>2. Experimental</title><sec id="s2_1"><title>2.1. Sample Preparations and Sample Cells for Measurements</title><p>Hen egg-white lysozyme (HEWL; Seikagaku, six times recrystallized) was used also for this study without further purification [<xref ref-type="bibr" rid="scirp.47148-ref20">20</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref21">21</xref>] . Solutions of HEWL [90 mg/ml (6.3 mM)] and NaCl [15% (w/v) (2.56 M)] in a sodium acetate buffer (50 mM, pH = 4.6 &#177; 0.1), and the buffer were prepared separately as stock solutions. The solutions were passed through a filter with 0.2-μm pore. Just before FLS measurements, these solutions were mixed at the appropriate rate in a micro test tube (1.5 ml) at 20 &#177; 0.5˚C. A sample (~18 μl) for the FLS measurements was taken immediately from the test tube and injected into the sample cell.</p><p>The sample cell was composed of two microscope cover glass plates (BK-7, 18 mm &#215; 32 mm, and 0.15 mm thick) and a silicon rubber sheet (~1.0 mm thick). These components were cleaned with a supersonic wave syringe using a neutral detergent and ethyl alcohol, respectively. The rubber sheet had a circular hole with a diameter of about 6 mm, and was sandwiched between the two cover glass plates. The mixed lysozyme solution was dropped into the circular space between the glass plates. This parallel plate cell allows for precise measurements of the forward light scattering at small angles from the sample solutions.</p></sec><sec id="s2_2"><title>2.2. Forward Static Light Scattering (F-SLS) Measurements</title><p><xref ref-type="fig" rid="fig1">Figure 1</xref> shows a schematic of the setup for F-SLS measurements and photographs of a scattered light around a transmitted light beam from crystallizing lysozyme solutions, which were projected onto a screen far from the solution cell. The slight light in the photograph (a), which extends around the white bright spot of the transmitted light in the center, is the forward scattered light at small angles. This forward light scattering is characteristic of a solution with pre-crystalline lysozyme aggregates and clusters. When precipitates or microcrystals of lysozyme had formed, ring-like diffractions are observed on the forward screen, as shown in the photograph (b), which are distinct from the small amounts of light due to small clusters.</p><p>(a) (b)</p><fig-group id="fig1"> <caption><title>Figure 1</title><p> Schematic of the experimental setup for measuring the forward light scattering (F-LS) of crystallizing protein solutions. Photographs of the forward light scattering projected onto a screen far from the sample solution cell</p></caption><fig id ="fig1_1"><label>(a)</label><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\37497f98-91e1-4dde-86dd-b4c3b85ab566.png"/></fig><fig id ="fig1_2"><label>(b)</label><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\936b95ed-6805-4c51-9b25-4ee0102f2d94.png"/></fig></fig-group><p>The apparatus for F-SLS measurements was constructed in house [<xref ref-type="bibr" rid="scirp.47148-ref20">20</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref21">21</xref>] . The sample cell was mounted on the θ rotation stage of a θ - 2θ coupling stage with a common axis, which was controlled with a personal computer through a controller. A narrow laser beam (~0.7 mm in diameter, spread angle &lt; 1.2 &#215; 10<sup>−3</sup> rad) from a diode-pumped solid state laser (λ = 473 nm, 25 mW) was directed onto the sample cell perpendicularly (at a fixed incident angle of θ = 0). The incident light was split with a half-mirror and the intensity was monitored using a photo-diode detector, as a reference light for estimation of the relative light scattering intensity. Light scattered from the sample solution was detected using a small solid photomultiplier detector mounted on the 2θ rotation stage. To measure the scattered light precisely at the scattering angle θ<sub>s</sub>, a pair of slits (~2 mm in diameter) was positioned on the 2θ rotation stage at an appropriate distance in front of the detector. The detected scattered light at each angle was recorded on the computer through an analog-digital interface converter.</p><p>Light scattering of the buffer solutions was extremely weak and a constant for scattering angles except for in very small angular range (&lt;2˚), so that the background scattering of the sample solutions was negligible. Furthermore, scattering pattern of lysozyme small aggregates &lt;0.2 μm, which were passed through the 0.2-μm filter in the solution preparation, was similar to that of the buffer solutions and the scattering at the small angles can be involved in the background scattering. Thus we estimated the scattering light intensity I<sub>s</sub> as the ratio of monitored incident light intensity, and obtained the SLS patterns for the sample solutions from measurements of scattering light intensities by scanning the 2θ rotation stage at a step angle of 0.1˚. The measured <inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\c5185597-9219-40e0-9841-d073a576c524.png" xlink:type="simple"/></inline-formula> was corrected for the measurement angle by multiplying by a factor of<inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\d8f94e23-7bb2-4cb3-9ba6-7d1fb11c3f97.png" xlink:type="simple"/></inline-formula>, to obtain the accurate scattering angle distribution. In the light scattering measurements for lysozyme solutions before crystallization, the influence of multiple light scatterings can be ignored, because the transmitted light in the sample solutions is strong because of the lack of an absorption at the energy of the probe light (λ = 473 nm), while the scattering light intensity is weak, as shown in the photograph (a) of <xref ref-type="fig" rid="fig1">Figure 1</xref>. We obtained the scattering distribution in q space, I<sub>s </sub>(q) from the SLS measurements. It is worth noting that the scattering measurements allow the estimation of<inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\00ae7051-8637-4f41-a988-60d863456bb2.png" xlink:type="simple"/></inline-formula>, without considering the index of solvent, because the scattering light from the sample solution is refracted in the cell structure of solution (scatters)/glass plate/air and is measured on the air side through the plane glass cell. The scattering angle range of 2˚ &lt; θ<sub>s</sub> &lt; 15˚ corresponds to the scattering wave vector of 0.46 μm<sup>−1</sup> &lt; q &lt; 3.47 μm<sup>−1</sup>.</p><p>Measuring the forward light scattering, as displayed in the photographs, requires time of the order of minutes when using this experimental setup (<xref ref-type="fig" rid="fig1">Figure 1</xref>). For example, to measure the SLS in the scattering angles from 15˚ up to 2˚ at a scanning step of 0.1˚, required about 6 minutes. The addition of the electrolyte NaCl to the HEWL solutions induces aggregation because the electrolyte ions decrease the electrostatic potential screening (Debye-Hűckel screening [<xref ref-type="bibr" rid="scirp.47148-ref16">16</xref>] ), which results in weakening the repulsive forces between colloidal proteins. Since initial aggregation of lysozyme just after the addition of precipitant is quite drastic [<xref ref-type="bibr" rid="scirp.47148-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref14">14</xref>] , the SLS for the HEWL solutions was measured about 30 min after mixing when they had reached a relatively stable state.</p></sec></sec><sec id="s3"><title>3. Results and Discussion</title><sec id="s3_1"><title>3.1. Crystallization Conditions of Lysozyme</title><p>The crystallization conditions for lysozyme are summarized in <xref ref-type="table" rid="table1">Table 1</xref>. Two days after the HEWL solutions had been mixed with the precipitant NaCl, we judged whether lysozyme crystals had grown using a microscope (&#215;40). <xref ref-type="table" rid="table1">Table 1</xref> corresponds to a phase diagram that describes the relationship between concentrations of crystallizing protein and precipitant at a constant temperature and at a constant pH. The results in <xref ref-type="table" rid="table1">Table 1</xref> indicate a dissolving area with no crystal growth of protein, a metastable area with crystal growth, and the boundary region. The boundary in lysozyme crystallization is observed, for example, at around 3.5% (w/v) NaCl in 20 mg/ml HEWL (denoted by a pair of plus and minus in <xref ref-type="table" rid="table1">Table 1</xref>). <xref ref-type="fig" rid="fig2">Figure 2</xref> shows photographs of 30 mg/ml (2.1 mM) HEWL solutions in micro test tubes two days after the addition of 3.0% (w/v) or 3.5% (w/v) NaCl. No crystal growth is observed in the 3.0% (w/v) NaCl solution, while in the 3.5% (w/v) NaCl solution, many lysozyme crystals have grown (N &gt; 100 in 180 μl), which are tetragonal or orthorhombic crystals &lt; 0.2 mm<sup>3</sup> in volume.</p><p>Many experiments on protein crystallization indicate that a metastable state between precipitant and dissoluble regions is advantageous for obtaining good quality protein crystals [<xref ref-type="bibr" rid="scirp.47148-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref2">2</xref>] . It is very important in protein crystallization to discern the difference between protein aggregations in the dissolving and the metastable areas from pre-crystalline solutions. The crystallization boundary for the measured lysozyme solutions (<xref ref-type="table" rid="table1">Table 1</xref>) nearly corresponds to a solubility curve in the phase diagram, for example, as presented in [<xref ref-type="bibr" rid="scirp.47148-ref4">4</xref>] . It is worth noting that the crystallizing lysozyme solutions around the boundary are not situated on the liquid-liquid phase-separa- tion area. Information on the boundary of protein crystallization in the metastable region is useful for crystallization screening.</p></sec><sec id="s3_2"><title>3.2. Forward Static Light Scattering (F-SLS) Characteristics</title><p><xref ref-type="fig" rid="fig3">Figure 3</xref> shows the log-log plots of I<sub>s</sub> vs. q from the SLS profiles at small angles for (a) 20 mg/ml HEWL solu-</p><table-wrap id="table1"  position="float"><object-id pub-id-type="pii">Table 1</object-id><label>Table 1</label><caption><p>. Crystallization conditions for lysozyme with NaCl at 20˚C</p></caption><table><thead><tr><th align="center" valign="middle"  rowspan="2"  >Concentration of Lysozyme (mg/ml)</th><th align="center" valign="middle"  colspan="10"  >Concentration of NaCl (% w/v)</th></tr></thead><tbody><tr><td align="center" valign="middle" >0</td><td align="center" valign="middle" >1.0</td><td align="center" valign="middle" >2.0</td><td align="center" valign="middle" >3.0</td><td align="center" valign="middle" >3.5</td><td align="center" valign="middle" >4.0</td><td align="center" valign="middle" >4.5</td><td align="center" valign="middle" >5.0</td><td align="center" valign="middle" >6.0</td><td align="center" valign="middle" >7.0</td></tr><tr><td align="center" valign="middle" >30</td><td align="center" valign="middle" >−<sup>a</sup></td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >+</td><td align="center" valign="middle" >+</td><td align="center" valign="middle" >+</td><td align="center" valign="middle" >+</td><td align="center" valign="middle" >+</td><td align="center" valign="middle" >+</td></tr><tr><td align="center" valign="middle" >20</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >+−</td><td align="center" valign="middle" >+</td><td align="center" valign="middle" >+</td><td align="center" valign="middle" >+</td><td align="center" valign="middle" >+</td><td align="center" valign="middle" >+</td></tr><tr><td align="center" valign="middle" >10</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >−</td><td align="center" valign="middle" >+−</td><td align="center" valign="middle" >+−</td><td align="center" valign="middle" >+</td><td align="center" valign="middle" >+</td></tr></tbody></table></table-wrap><p>a. Symbols: +, Crystallization; −, No Crystallization; +−, Crystallization or not.</p><fig-group id="fig2"> <caption><title>Figure 2</title><p> Photographs of the 30 mg/ml lysozyme solutions after 2 days with NaCl: (a) 3.0% (w/v) and (b) 3.5% (w/v)</p></caption><fig id ="fig2_1"><label>(a)</label><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\a378d5d4-25e5-4cc9-8d47-0e1f4e14dcff.png"/></fig><fig id ="fig2_2"><label>(b)</label><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\798598a5-c78e-4f2c-81e4-b94b833fc764.png"/></fig></fig-group><fig-group id="fig3"> <caption><title>Figure 3</title><p> Log-log plots of scattering light intensity I<sub>s</sub> as a function of scattering wave vector q for (a) 20 mg/ml lysozyme solution with 1.5% (w/v) and 4.0% (w/v) NaCl and for (b) 30 mg/ml lysozyme solution with 1.5% (w/v) and 3.5% (w/v) NaCl</p></caption><fig id ="fig3_1"><label>(a)</label><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\535f6c77-3a86-4657-9888-5bc91866ffe0.png"/></fig><fig id ="fig3_2"><label>(b)</label><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\6d4edf27-4d26-4997-833b-0d48c82efa05.png"/></fig></fig-group><p>tions with 1.5% and 4.0% (w/v) NaCl and for (b) 30 mg/ml HEWL solutions with 1.5% and 3.5% (w/v) NaCl. The solution samples evaluated by F-SLS were in a state where microcrystal growth of lysozyme was unobservable using a microscope just after the F-SLS measurements. The addition of higher NaCl to the solutions at the same HEWL concentration exhibits a considerable increase in the F-SLS intensity. The enhanced F-SLS curve indicates formation of larger aggregates (clusters) of lysozyme, caused by the additional NaCl. The fluctuations in the SLS are not a noise signal, which are attributed to dynamics of lysozyme aggregates. The SLS log-log profiles of the higher NaCl addition can be fitted by a linear function with a negative slope giving a power law of<inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\9570f3db-4774-4311-b38c-d861b93737e2.png" xlink:type="simple"/></inline-formula>. The power value α is 1.59 &#177; 0.06 for the 20 mg/ml solution with 4.0% (w/v) NaCl. The determination coefficient R<sup>2</sup> is 0.950, as obtained from least-square fitting. For the 30 mg/ml solution with 3.5% (w/v) NaCl, α = 1.66 &#177; 0.05 and R<sup>2</sup> is 0.955. The R<sup>2</sup> gives a measure of how well the data are fitted by a curve (0 ≤ R<sup>2</sup> ≤ 1).</p><p>The power-law SLS pattern indicates a fractal aggregation of lysozyme in the pre-crystalline solutions. As this is well fitted by a linear function, the power value α gives a fractal dimension D for the lysozyme fractal clusters, which gives information on the interior fractal structure [<xref ref-type="bibr" rid="scirp.47148-ref16">16</xref>] . In contrast with the higher NaCl solutions, the 1.5% (w/v) NaCl solutions exhibit no power law in the SLS curve. This indicates that the lysozyme aggregates form in the 1.5% (w/v) NaCl solutions are not fractal clusters. No crystals of lysozyme were grown in the 1.5% (w/v) NaCl solutions after several weeks, while in the higher NaCl solutions the growth of lysozyme crystals were confirmed after two days, as shown in <xref ref-type="table" rid="table1">Table 1</xref>.</p></sec><sec id="s3_3"><title>3.3. Relationship between Aggregation in Pre-Crystalline Solutions and the Crystallization Conditions</title><p>Although we could not interpret the power law for the SLS patterns of the 1.5% (w/v) NaCl solutions in <xref ref-type="fig" rid="fig3">Figure 3</xref>, the accuracy of the linear fit of the SLS data can act as a defacto metric. To this end, we estimated the power value α for the measured SLS data of the pre-crystalline solutions and evaluate the fit with R<sup>2</sup> values. Typical results are shown in <xref ref-type="fig" rid="fig4">Figure 4</xref>. At NaCl concentrations lower than 3% (w/v) in the 20 and 30 mg/ml HEWL solutions, the SLS curves could not be fitted to a linear function (R<sup>2</sup> &lt; 0.9, the broken line in <xref ref-type="fig" rid="fig4">Figure 4</xref>(b)). Thus we can confirm the formed aggregates are not fractal clusters in these conditions. Through this region, the α value increases and R<sup>2</sup> rises as the NaCl concentration increases. This behavior indicates that the added NaCl leads to lysozyme aggregation and the formation of fractal clusters.</p><p>In contrast, in the higher NaCl concentration region of &gt;4% (w/v), the SLS patterns can be fitted to a power law (R<sup>2</sup> &gt; 0.9, as shown in <xref ref-type="fig" rid="fig4">Figure 4</xref>(b)), which means the aggregates are fractal clusters. As is shown in <xref ref-type="table" rid="table1">Table 1</xref>, the crystallization boundary exists between 3% and 4% (w/v) NaCl in 20 and 30 mg/ml HEWL solutions. Comparing the data in <xref ref-type="fig" rid="fig4">Figure 4</xref> with the crystallization conditions, reveals that on the higher NaCl concentration side</p><fig-group id="fig4"> <caption><title>Figure 4</title><p> (a) Dependence of the power value α on the NaCl concentration when added to 20 and 30 mg/ml HEWL solutions, as estimated from the SLS profiles using least-square fitting. (b) Change in determination coefficient R<sup>2</sup> with the added NaCl concentrations</p></caption><fig id ="fig4_1"><label>(a)</label><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\850050be-639f-48a3-8c42-d54716f68684.png"/></fig><fig id ="fig4_2"><label>(b)</label><graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\afdf8b15-2ea4-4ba8-a686-651642f576d1.png"/></fig></fig-group><p>of the crystallization boundary, the fractal dimensions D (in this case, equal to α) of the lysozyme clusters are larger than those of the lower concentration area and exceed a value of 1.5 (the broken line in <xref ref-type="fig" rid="fig4">Figure 4</xref>(a)). The comparison proves that the pre-crystalline solutions where lysozyme crystals grow exhibit the formation of fractal clusters with fractal dimensions over 1.5.</p><p>The fractal dimension D is strongly related to the mass density of the fractal aggregate structure and the fractal aggregates can be characterized by the power-law dependence of an average local density <inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\e83a015f-32f5-4eac-97cd-dc43e7aecc36.png" xlink:type="simple"/></inline-formula> at distance r from a given point [<xref ref-type="bibr" rid="scirp.47148-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref17">17</xref>] :<inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\9def58f0-d6ba-42b7-9dd5-8cd64b1780bd.png" xlink:type="simple"/></inline-formula>, where d is a spatial dimension. The structure factor <inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\d32ee593-c291-4986-aba0-55f3083f5b5a.png" xlink:type="simple"/></inline-formula> obtained from static light scattering measurements of <inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\77889f9f-3c36-4c9e-9efb-12ec66f89c28.png" xlink:type="simple"/></inline-formula> is directly connected to<inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\32f816a1-9fd4-4f67-97d1-a481a5a0a2a1.png" xlink:type="simple"/></inline-formula>, and is given by the Fourier transform of <inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\b4ee7508-4fca-45b5-b699-4006b11eccfb.png" xlink:type="simple"/></inline-formula> [<xref ref-type="bibr" rid="scirp.47148-ref16">16</xref>] . Since the average local density <inline-formula><inline-graphic xlink:href="http://file.scirp.org/Html/htmlimages\5-2200906x\04d62bfc-100e-49f3-8e0a-ffbbd91507af.png" xlink:type="simple"/></inline-formula> expresses a spatial correlation between two arbitrary scattering sites in the clusters, the larger the correlation in the distances between scattering elements, such as particles forming fractal structures, the larger the D, which means that the structure of fractal clusters is denser.</p><p>The D of fractal clusters formed in the crystallizing lysozyme solutions is of the range of 1.5 ~ 1.8, as seen in <xref ref-type="fig" rid="fig4">Figure 4</xref>(a). The estimated D values are not significantly different from those reported by Georgalis et al. [<xref ref-type="bibr" rid="scirp.47148-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref14">14</xref>] or Tanaka et al. [<xref ref-type="bibr" rid="scirp.47148-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.47148-ref15">15</xref>] . For typical fractal aggregates like colloidal silica, gold and polystyrene particles, two types of fractal models are as well known: diffusion-limited cluster aggregation (DLCA) with D ~ 1.8 and reaction-limited cluster aggregation (RLCA) with D ~ 2.1 [<xref ref-type="bibr" rid="scirp.47148-ref16">16</xref>] -[<xref ref-type="bibr" rid="scirp.47148-ref19">19</xref>] . The fractal dimensions of the lysozyme clusters formed in the pre-crystalline solutions progressing to crystallizations are closer to the value of DLCA than RLCA. The lysozyme clusters are well hydrated and contain a considerable amount of H<sub>2</sub>O, unlike fractal clusters of colloidal metals, silica, and polystyrene particles. Water-soluble protein crystals like lysozyme are typically made up of over 60% water [<xref ref-type="bibr" rid="scirp.47148-ref1">1</xref>] . Therefore, the pre-crystalline protein clusters probably have a low mass density as compared with colloidal particles, meaning the D of the lysozyme clusters will be smaller. d/2 &lt; D &lt; d describes the range of D known to undergo colloidal aggregation, as determined from simulations and experiments [<xref ref-type="bibr" rid="scirp.47148-ref16">16</xref>] . In the formation of the aggregates d = 3, meaning the fractal dimension must be in the range, 1.5 &lt; D &lt; 3. This agrees with the boundary value of D = 1.5 found here for lysozyme fractal aggregates that lead to the formation of crystalline nuclei. These results indicate that high density fractal clusters of lysozyme with D &gt; 1.5 are formed in solutions which will progress to crystallization.</p></sec></sec><sec id="s4"><title>4. Conclusion</title><p>We have characterized lysozyme aggregates in pre-crystalline solutions using a highly sensitive FLS technique. The SLS profiles have been analyzed using a least-square fitting method and the fitting determination coefficient R<sup>2</sup>, and this has been related to the conditions in which the lysozyme crystallizes because of added NaCl. When the SLS patterns for the aggregates deviate from the power law or show low power values, the lysozyme solutions do not progress to crystallization. Pre-crystalline lysozyme solutions which do progress to crystallization generate dense fractal clusters with fractal dimensions of D &gt; 1.5. The forward-light-scattering method is a very powerful technique for screening protein crystal growth conditions.</p></sec><sec id="s5"><title>Acknowledgements</title><p>The author thanks Prof. H. Koibuchi (Ibaraki National College of Technology) for useful discussions on fractals. 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