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<article article-type="research-article" dtd-version="1.1" specific-use="sps-1.8" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">dyna</journal-id>
			<journal-title-group>
				<journal-title>DYNA</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Dyna rev.fac.nac.minas</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="ppub">0012-7353</issn>
			<publisher>
				<publisher-name>Universidad Nacional de Colombia</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.15446/dyna.v86n211.72931</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Artículos</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Effect of edible coatings of polysaccharide-protein-lipid structure on andean blackberry</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Efecto de recubrimientos comestibles de estructura polisacárido-proteína-lípido sobre mora de castilla</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<name>
						<surname>Villegas-Yépez</surname>
						<given-names>Camilo</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>
 <italic>a</italic>
</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Cortés-Rodríguez</surname>
						<given-names>Misael</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>a</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Albarracín-Hernández</surname>
						<given-names>William</given-names>
					</name>
					<xref ref-type="aff" rid="aff2"><sup>
 <italic>b</italic>
</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Rodríguez-Fonseca</surname>
						<given-names>Pablo</given-names>
					</name>
					<xref ref-type="aff" rid="aff3"><sup>
 <italic>c</italic>
</sup></xref>
				</contrib>
			</contrib-group>
			<aff id="aff1">
				<label>a</label>
				<institution content-type="original"> Faculty of Agricultural Sciences, Universidad Nacional de Colombia, Medellín, Colombia. cvillegasy@unal.edu.co, mcortesro@unal.edu.co</institution>
				<institution content-type="normalized">Universidad Nacional de Colombia</institution>
				<institution content-type="orgdiv1">Faculty of Agricultural Sciences</institution>
				<institution content-type="orgname">Universidad Nacional de Colombia</institution>
				<addr-line>
					<city>Medellín</city>
				</addr-line>
				<country country="CO">Colombia</country>
				<email>cvillegasy@unal.edu.co</email>
				<email>mcortesro@unal.edu.co</email>
			</aff>
			<aff id="aff2">
				<label>b</label>
				<institution content-type="original"> Faculty of Agroindustrial Engineering, Universidad de Nariño, Pasto, Colombia. walbarracinh@udenar.edu.co </institution>
				<institution content-type="normalized">Universidad Antonio Nariño</institution>
				<institution content-type="orgdiv1">Faculty of Agroindustrial Engineering</institution>
				<institution content-type="orgname">Universidad de Nariño, Pasto</institution>
				<country country="CO">Colombia</country>
				<email>walbarracinh@udenar.edu.co</email>
			</aff>
			<aff id="aff3">
				<label>c</label>
				<institution content-type="original"> AGROSAVIA-Colombian Agricultural Research Corporation, Llano Grande, Colombia. prodriguezf@agrosavia.co </institution>
				<institution content-type="orgname">AGROSAVIA-Colombian Agricultural Research Corporation</institution>
				<addr-line>
					<city>Llano Grande</city>
				</addr-line>
				<country country="CO">Colombia</country>
				<email>prodriguezf@agrosavia.co</email>
			</aff>
			<pub-date pub-type="collection">
				<season>Oct-Dec</season>
				<year>2019</year>
			</pub-date>
			<volume>86</volume>
			<issue>211</issue>
			<fpage>199</fpage>
			<lpage>207</lpage>
			<history>
				<date date-type="received">
					<day>18</day>
					<month>06</month>
					<year>2018</year>
				</date>
				<date date-type="rev-recd">
					<day>12</day>
					<month>04</month>
					<year>2019</year>
				</date>
				<date date-type="accepted">
					<day>10</day>
					<month>05</month>
					<year>2019</year>
				</date>
			</history>
			<permissions>
				<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0" xml:lang="en">
					<license-p>The author; licensee Universidad Nacional de Colombia.</license-p>
				</license>
			</permissions>
			<abstract>
				<title>Abstract</title>
				<p>Edible coatings (EC) have shown advantages in fruit preservation. The influence of an EC based on a polysaccharide-protein-lipid structure (Cassava starch: CS, whey protein: WP, and beeswax: BW), glycerol (G), stearic acid (SA) and chitosan (CH), on texture and weight loos of blackberry stored at 4 and 25 °C was evaluated. A composite central design was used considering the independent variables: CS (3.0-3.5%), WP (0.5-1.5%), BW (0.0-0.5%). The experimental optimization defined the formulation: CS (3.50%), WP (1.16%), BW (0.47%); and CH (0.5-1.0%) was added again evaluating the fruit during storage until visual infection was observed. Results indicated that the best concentration of CH (0.75%) did not present visual infection until day 10 of storage at 4 °C and reduce weight loss with respect to other treatments.</p>
			</abstract>
			<trans-abstract xml:lang="es">
				<title>Resumen</title>
				<p>Los recubrimientos comestibles (RC) han mostrado ventajas en la conservación de frutas. Se evaluó la influencia de un RC a base de una estructura polisacárido-proteína-lípido (Almidón de yuca: AY; proteína de suero lácteo: PSL y cera de abejas: CA), glicerol (G), ácido esteárico (AE) y quitosano (Q), sobre la textura y pérdida de peso de la mora de Castilla almacenada a 4 y 25 °C. Se utilizó un diseño central compuesto considerando las variables independientes: AY (3,0-3,5%), PSL (0,5-1,5%) y CA (0,0-0,5%). La optimización experimental definió la formulación: AY (3,50%), PSL (1,16%), CA (0,47%); y se le adicionó Q (0,5-1,0%) evaluando nuevamente la fruta durante el almacenamiento hasta cuando se observó infección visual. Los resultados indicaron que la mejor concentración de Q (0,75%) al no presentar infección visual hasta el día 10 de almacenamiento a 4 °C y reducir la pérdida de peso con respecto a los otros tratamientos.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title><bold>
 <italic>Keywords</italic>:</bold></title>
				<kwd>Rubus glaucus Benth</kwd>
				<kwd>antioxidant activity</kwd>
				<kwd>edible coatings</kwd>
				<kwd>visual infection</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title><bold>
 <italic>Palabras clave</italic>:</bold></title>
				<kwd>Rubus glaucus Benth</kwd>
				<kwd>actividad antioxidante</kwd>
				<kwd>recubrimientos comestibles</kwd>
				<kwd>infección visual</kwd>
			</kwd-group>
			<counts>
				<fig-count count="3"/>
				<table-count count="4"/>
				<equation-count count="1"/>
				<ref-count count="36"/>
				<page-count count="9"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>1. Introduction</title>
			<p>In recent years, consumers have been changing eating habits, looking for natural, fresh and healthy foods that provide the basic nutrients required; in addition to components with physiological activity that contribute to preventing some diseases or improving both physical and mental health [<xref ref-type="bibr" rid="B1">1</xref>]. The modern consumer demands more and more food with less chemical additives [<xref ref-type="bibr" rid="B2">2</xref>] and has increased the consumption of fruits and vegetables, natural sources of active compounds articulated within the range of functional foods. </p>
			<p>Andean blackberry (<italic>Rubus glaucus</italic> Benth) is a fruit native to the Andes and tropical areas, mainly in countries such as Colombia and Ecuador, and is one of the main sources of income and rural employment [<xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B3">3</xref>-<xref ref-type="bibr" rid="B5">5</xref>]. It is a fruit of great relevance at present, very desirable in international markets such as North America and the European Union [<xref ref-type="bibr" rid="B6">6</xref>] due to its high nutritional value for being a natural source of bioactive and dietary components; with antioxidant activity contributed by its content in polyphenols, benzoic acid, hydroxycinnamic acid, flavonoids, ellagic acid, tannins, ellagitannins, quercitin, gallic acid, anthocyanins and cyanidins [<xref ref-type="bibr" rid="B1">1</xref>,<xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B4">4</xref>,<xref ref-type="bibr" rid="B7">7</xref>,<xref ref-type="bibr" rid="B8">8</xref>], which contribute to the prevention of degenerative diseases [<xref ref-type="bibr" rid="B6">6</xref>,<xref ref-type="bibr" rid="B9">9</xref>]. In addition, anthocyanins provide attractive colors that, together with juiciness, aroma and flavor, make it an appealing fruit in agro-industrial sector [<xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B4">4</xref>,<xref ref-type="bibr" rid="B6">6</xref>].</p>
			<p>Andean blackberry is a non-climacteric fruit with a high water content (90-91%), fragile skin or low mechanical resistance; in addition, it presents continuous physicochemical and firmness changes that affect acceptability and quality of the fruit during storage [<xref ref-type="bibr" rid="B7">7</xref>]. This situation makes it a highly perishable fruit, susceptible to fungal contamination and with a shelf life between 3 to 5 days at T≤4 °C [<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>]. In addition, improper handling during pre-harvest, harvest, packing, transport and sale operations are extrinsic factors that contribute to the generation of leachates, deformations, pigmentation loss, fermentation, and proliferation of fungi such as <italic>Botrytis cinerea</italic> [<xref ref-type="bibr" rid="B7">7</xref>]. In this context, the need to implement new alternatives or improved processing alternatives that allow protecting the fruit and providing added value to blackberry [<xref ref-type="bibr" rid="B9">9</xref>] is created, as is the case of edible coatings (EC) [<xref ref-type="bibr" rid="B12">12</xref>].</p>
			<p>The ECs are characterized by being a friendly technology with the environment, since they are obtained from natural biodegradable materials such as polysaccharides, proteins, resins and waxes [<xref ref-type="bibr" rid="B2">2</xref>,<xref ref-type="bibr" rid="B13">13</xref>]. On the other hand, they are vehicles of bioactive compounds that increase functional properties of foods this technology has been applied to [<xref ref-type="bibr" rid="B2">2</xref>]. When ECs are applied to food, they act as a thin layer forming a barrier to gases such as CO<sub>2</sub> and O<sub>2,</sub> and water vapor [<xref ref-type="bibr" rid="B12">12</xref>-<xref ref-type="bibr" rid="B15">15</xref>]. Polysaccharides and proteins generate EC with good permeability to breathing gases and improve food texture, facilitating its management [<xref ref-type="bibr" rid="B15">15</xref>,<xref ref-type="bibr" rid="B16">16</xref>]; however, due to its hydrophilic nature, it has high permeability to water vapor, allowing mass transfer with its environment [<xref ref-type="bibr" rid="B17">17</xref>]. Current approaches to improve functional and mechanical properties of EC include the incorporation of lipid bases that reduce water vapor permeability and increase shelf life of foods [<xref ref-type="bibr" rid="B18">18</xref>].</p>
			<p>The objective of the present investigation was to evaluate the influence of an EC based on a polysaccharide-protein-lipid structure (cassava starch: CS, whey protein: WP and beeswax: BW), glycerol (G), stearic acid (SA) and chitosan (CH), on texture and weight loss (WL) of blackberry stored at 4 and 25 °C.</p>
		</sec>
		<sec sec-type="materials|methods">
			<title>2. Materials and methods</title>
			<sec>
				<title><italic>2.1. Material</italic></title>
				<p>We used Andean blackberry (<italic>Rubus glaucus</italic> Benth) harvested in the municipality of Granada (Antioquia) with degree of maturity 5 [<xref ref-type="bibr" rid="B19">19</xref>], selected with a uniform size, without mechanical damage and visual fungal contamination, and then they underwent a washing process and disinfection with NaClO solution at 50 ppm [<xref ref-type="bibr" rid="B10">10</xref>]. The ingredients of the EC were CS, WP, BW, G, SA and CH (Sigma Aldrich) and acetic acid as solvent of CH (Merck KGaA).</p>
			</sec>
			<sec>
				<title><italic>2.2. Experimental design, preparation and application of EC</italic></title>
				<p>The development of EC formulation was carried out based on an experimental design of a face-centered response surface (α=1) with three factors: CS (3.00, 3.25 and 3.50% p/p), WP (0.5, 1.0 and 1.5% w/w) and BW (0.00, 0.25 and 0.50% w/w) (<xref ref-type="table" rid="t1">Table 1</xref>) and considering the dependent variables WL and firmness. Additionally, three controls based on CS (3.00, 3.25 and 3.50% w/w) plus G according to the G/CS ratio of 1/2 were made in order to consider not including WP, BW and SA components.</p>
				<p>
					<table-wrap id="t1">
						<label>Table 1</label>
						<caption>
							<title>Experimental design for EC formulation applied in Andean blackberry.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-86-211-199-gt1.png"/>
						<table-wrap-foot>
							<fn id="TFN1">
								<p>Source: The Authors</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>For the preparation of each complete EC, colloidal dispersions of CS and WP were initially prepared in distilled water, homogenized at 13000 rpm for 3 min (Ultraturrax, digital IKA T25), then, G was added according to the G/(CS+WP) of 1/2 and homogenization was continued for 3 more minutes. This dispersion was heated up to 85 °C with constant stirring in an IKA C-MAG HS 4 heating plate, when it reached 70 °C the BW and SA were added, corresponding to a BW/SA ratio of 5/1. The emulsion prepared was cooled to 35 °C, homogenized at 21000 rpm for 1 min and finally degassed in a vacuum chamber at 7,4 kPa for 45 min before its application on Andean blackberry fruits. </p>
				<p>On the other hand, CH was incorporated to the EC formulation selected in the experimental optimization process as antifungal agent at 3 levels (0.50, 0.75, 1.00% w/v), dissolving it as follows: 1 g of CH was diluted in 100 mL of a 1% v/v glacial acetic acid solution in distilled water and heated for 2 h at 40 °C [<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>]. The formulations of EC with CH were prepared in a similar way to the formulations of experimental design. Superficial impregnation of EC in classified, washed and disinfected berries was done by immersion for 90 s, then it was left to drain for 90 s more and dried in a tunnel dryer (Centricol, Series 0803) at 30 °C, 1500 rpm 1 hour. Berries with EC were packed in perforated polypropylene boxes and stored in Memmert ICH 256 climate chamber at 65% relative humidity and 25 ºC; and in a conventional refrigerator at 4 ºC.</p>
			</sec>
			<sec>
				<title><italic>2.3. Characterization of fruit properties</italic></title>
				<p>The WL was determined by gravimetric method [<xref ref-type="bibr" rid="B10">10</xref>,<xref ref-type="bibr" rid="B20">20</xref>] using an analytical balance (Ohaus PA 2014) and considering the difference of weights in time between Andean blackberries+EC of 15 formulations and their respective day 0. It was applied in a similar way for the three controls and for the samples evaluated with CH. WL was reported as a percentage (<xref ref-type="disp-formula" rid="e1">eq. 1</xref>), where <italic>W</italic>
 <sub>
 <italic>i</italic>
</sub> is day 0 weight and <italic>W</italic>
 <sub>
 <italic>f</italic>
</sub> is weight in the evaluation time.</p>
				<p>
					<disp-formula id="e1">
						<graphic xlink:href="0012-7353-dyna-86-211-199-e1.png"/>
					</disp-formula>
				</p>
				<p>The firmness of the fruit was made in the equatorial zone of fruits according to the methodology described by Ramírez et al, (2013) [<xref ref-type="bibr" rid="B11">11</xref>] modified, using a Stable Micro System TA.XT2i texture analyzer, accessory P/5, speed and penetration distance of 2 mm/s and 15 mm respectively.</p>
				<p>Physicochemical properties of Andean blackberries such as acidity, °Bx, pH, moisture, a<sub>w</sub>, total phenolic and antioxidant activity was calculated to OP-CH<sub>2</sub> and control treatments.</p>
				<p>Acidity was determined by potentiometric titration with NaOH until reaching a pH of 8.2 by diluting 5 g in 50 mL of distilled water [<xref ref-type="bibr" rid="B10">10</xref>,<xref ref-type="bibr" rid="B21">21</xref>]. Results were expressed as % malic acid. The ºBrix were determined by refractometric reading at 20 ºC [<xref ref-type="bibr" rid="B19">19</xref>]. The pH was determined in a Hanna pH 211 pH-meter [<xref ref-type="bibr" rid="B10">10</xref>]. Moisture was determined by 930.15/90 method of AOAC, 1997 [<xref ref-type="bibr" rid="B7">7</xref>,<xref ref-type="bibr" rid="B22">22</xref>,<xref ref-type="bibr" rid="B23">23</xref>] modified: sample was weighed in a metal dish, dried in a vacuum oven (Memmert VO 200) at 60 °C and 1 kPa for 24 h. The a<sub>w</sub> was determined with a dew point hygrometer at 25 °C (Aqualab 3TE series, Decagon, Devices, Pullman, WA, USA) 938.18 of AOAC, 2012 [<xref ref-type="bibr" rid="B24">24</xref>].</p>
				<p>Total phenols (T<sub>p</sub>) and antioxidant activity (DPPH and ABTS) were determined from the extract obtained as follows: 0.3 g of pulp and 9 mL of a methanol: water mixture (70:30) were weighed, stirred during 20 min and centrifuged at 8000 rpm in a Hettich Universal 320 R equipment for 10 min and 20 °C, then the supernatant was removed and filtered, shaking for 20 min and centrifuging again under the same conditions. The T<sub>p</sub> were determined using the Folin-Ciocalteu reagent and according to the methodology of Patras et al., (2009) [<xref ref-type="bibr" rid="B25">25</xref>] modified: 20 μL of methanolic extracts and 1250 μL of 20% Na<sub>2</sub>CO<sub>3</sub> were added in 480 μL of distilled water under vortexing was allowed to stand for 5 min; 250 μL of Folin-Ciocalteu reagent diluted in distilled water (ratio 1/1) was added, vortexed and stored in dark for 2 h. Absorbance was measured in a (Thermo Fisher Evo 60) spectrophotometer at a wavelength of 760 nm and T<sub>p</sub> were expressed in mg of gallic acid per g of sample (mg GA/g). The ABTS and DPPH methods were determined according to the methodology described by Khandpur and Gogate, (2015) and Da-Silva et al., (2014) [<xref ref-type="bibr" rid="B26">26</xref>,<xref ref-type="bibr" rid="B27">27</xref>] modified. For ABTS method, 20 μL of methanolic extract and 2 mL of ABTS solution were taken, stirred for 1 min, left in dark for 7 min and read at 734 nm; for DPPH, 20 μL of extract and 1980 μL of DPPH solution were taken, left to stand for 30 min and measured at 517 nm. Results of ABTS and DPPH were expressed in mg of Trolox per 100 g.</p>
				<p>Additionally, for samples with EC+CH an observation of the superficial fungal infection in fruit was made during its storage [<xref ref-type="bibr" rid="B28">28</xref>]. Fruits were considered infected when any signal of micellar growth was observed, evaluating in triplicate 15 fruits for each treatment. Data were expressed as percentage of infected fruit.</p>
				<p>Data obtained for a response surface design were analyzed by analysis of variance with a confidence level of 95% in Statgraphics Centurion XVI statistical package. Properties of the product were determined in triplicate for each treatment.</p>
			</sec>
		</sec>
		<sec sec-type="results|discussion">
			<title>3. Results and discussion</title>
			<p>
				<xref ref-type="table" rid="t1">Table 1</xref> summarizes the results obtained in the experimental design of blackberry with EC based on CS/WP/BW/SA/G and <xref ref-type="table" rid="t2">Table 2</xref> presents results of the ANOVA of each dependent variable as a function of p-value, identifying their significant differences. <xref ref-type="fig" rid="f1">Fig. 1</xref> presents the response surface graphs of dependent variables evaluated according to CS, WP and BW independent variables. The superficial firmness of Andean blackberry with EC based on CS/WP/BW/SA/G showed fluctuations of average values between 3.74 and 7.36 N. <xref ref-type="fig" rid="f1">Fig. 1</xref> presents the graph of response surface of firmness as a function of independent variables CS and BW, where an increase in superficial firmness of Andean blackberry with EC is observed as BW content increases.</p>
			<p>It can also be observed that there is a synergy between BW (0.5%) and CS (3.5%) factors, which enhances mechanical surface resistance of the fruit reaching maximum values of the order of 7.3 N [<xref ref-type="bibr" rid="B29">29</xref>]. This situation could be attributed to the formation of a structural complex between components of EC; where SA and WP are located in oily drops interface of BW, both of amphiphilic character with capacity to reduce high free energy and superficial tension of the colloidal system, facilitating the interaction with macromolecules of CS and G which are in the aqueous phase of the emulsion before drying, and after drying favors superficial mechanical properties of the fruit. Some research has reported a similar effect on mechanical properties of the film based on carnauba wax, CS, G and SA [<xref ref-type="bibr" rid="B30">30</xref>]. Other research has reported an increase in firmness in different foods with different EC: papaya with EC based on alginate and gelatin [<xref ref-type="bibr" rid="B31">31</xref>] and plums with EC based on WP and BW [<xref ref-type="bibr" rid="B29">29</xref>].</p>
			<p>The WL (25 ºC and 4 days) did not present differences with respect to the evaluated factors, fluctuating their values between average values between 4.52 and 6.76%; however, the tendency to a lower WL with negative interaction CS-WP is highlighted, which favors the product at low values of CS (3%) and high WP (1.5%). The WL (4 ºC, 6 days) fluctuated between 3.48 and 6.84%, evidencing a very significant effect of BW. Two dissimilar behaviors were observed; on the one hand, a tendency of WL to decrease with the increase in BW content (0→0.3%); and on the other hand, a tendency of WL to increase with the increase in BW from 0.3 to 0.5%.</p>
			<p>This behavior is attributed to the fact that, a higher content of BW implies a greater quantity of oil phase in the colloidal system during its preparation under the conditions established for all formulations, producing a larger size of drops and a smaller number of them, which make a lower barrier to diffusion of water vapor or mass transfer from the inside of the fruit to the surface. Lowest WL is mainly powered at BW levels (0.4%), WP (1.5%) and CS (3.5%).</p>
			<p>
				<xref ref-type="fig" rid="f2">Fig. 2</xref> presents the daily evolution of WL of Andean blackberry with EC based on CS, WP, BW, G, SA corresponding to 15 design experiments, stored at (25 °C, 4 days) and (4 ºC, 6 days); additionally, evolution of Andean blackberries in fresh state (control sample→blue line) at the same evaluation times is shown</p>
			<p>
				<fig id="f1">
					<label>Figure 1</label>
					<caption>
						<title>Graphs of firmness response surface, WL (25 °C and 4 days) and (4 °C and 6 days) of Andean blackberry with EC according to CS, WP and BW variables.</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-86-211-199-gf1.png"/>
					<attrib>Source: The Authors</attrib>
				</fig>
			</p>
			<p>
				<table-wrap id="t2">
					<label>Table 2</label>
					<caption>
						<title>ANOVA for Andean blackberry with EC.</title>
					</caption>
					<table>
						<colgroup>
							<col/>
							<col span="3"/>
							<col span="3"/>
							<col span="3"/>
							<col/>
						</colgroup>
						<thead>
							<tr>
								<th align="center" rowspan="3">Parameter</th>
								<th align="center" colspan="3" rowspan="2">Main effects </th>
								<th align="center" colspan="3" rowspan="2">Quadratic effects </th>
								<th align="center" colspan="3" rowspan="2">Effects by interactions </th>
								<th align="justify"> </th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="justify"> </td>
							</tr>
							<tr>
								<td align="center">Factor A</td>
								<td align="center">Factor B</td>
								<td align="center">Factor C</td>
								<td align="center">AA</td>
								<td align="center">BB</td>
								<td align="center">CC</td>
								<td align="center">AB</td>
								<td align="center">AC</td>
								<td align="center">BC</td>
								<td align="justify"> </td>
							</tr>
							<tr>
								<td align="center">Firmness (N)</td>
								<td align="center">0.3162</td>
								<td align="center">0.7929</td>
								<td align="center">0.0101*</td>
								<td align="center">0.8097</td>
								<td align="center">0.9703</td>
								<td align="center">0,0625</td>
								<td align="center">0.9427</td>
								<td align="center">0,1222</td>
								<td align="center">0.6461</td>
								<td align="justify"> </td>
							</tr>
							<tr>
								<td align="center" rowspan="2">WL (25 ºC and 4 days) (%)</td>
								<td align="center" rowspan="2">0.1048</td>
								<td align="center" rowspan="2">0,0579</td>
								<td align="center" rowspan="2">0,0505</td>
								<td align="center" rowspan="2">0.6967</td>
								<td align="center" rowspan="2">0,2677</td>
								<td align="center" rowspan="2">0.1091</td>
								<td align="center" rowspan="2">0,0893</td>
								<td align="center" rowspan="2">0.1103</td>
								<td align="center" rowspan="2">0,2003</td>
								<td align="justify"> </td>
							</tr>
							<tr>
								<td align="justify"> </td>
							</tr>
							<tr>
								<td align="center">WL (4 ºC and 6 days) (%)</td>
								<td align="center">0,1571</td>
								<td align="center">0.415</td>
								<td align="center">0.0000*</td>
								<td align="center">0.6564</td>
								<td align="center">0.0004*</td>
								<td align="center">0.0000*</td>
								<td align="center">0.129</td>
								<td align="center">0.0004*</td>
								<td align="center">0.0001*</td>
								<td align="justify"> </td>
							</tr>
							<tr>
								<td align="justify"> </td>
							</tr>
						</tbody>
					</table>
					<table-wrap-foot>
						<fn id="TFN2">
							<p>*: p &lt;0.05. Factor A: CS; Factor B: WP and Factor C: BW.</p>
						</fn>
						<fn id="TFN3">
							<p>Source: The Authors</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>
				<fig id="f2">
					<label>Figure 2</label>
					<caption>
						<title>Behavior of WL of Andean blackberry stored at 25 °C for 4 days and at 4 °C for 6 days with application of EC based on CS/WP/BW. </title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-86-211-199-gf2.png"/>
					<attrib>Source: The Authors</attrib>
				</fig>
			</p>
			<p>ANOVA showed significant differences (p &lt;0.05) in WL with respect to time and treatment factors, increasing WL with time and evidencing an important effect of EC in fruit transpiration. WL values in the control at (25 °C, 4 days) and (4 ºC, 6 days) were 8.4(0.2% and 9.1(1.0% respectively, much higher than those reached in samples with EC. Mean values of WL in formulations of EC fluctuated between 4.5-6.8% and between 3.4-6.8% at (25 °C, 4 days) and (4 °C, 6 days) respectively. On the other hand, the presence of 3 homogeneous groups is observed in samples stored at (4 ºC, 6 days): a first group corresponding to control sample (9.1(1.0%), a second group made up of samples with EC without BW (6.3-7.8%) and a third group made up of samples with EC with BW (2.8-3.8%).</p>
			<p>In general, WL in fruits is due to physiological processes that occur during storage, which accelerate with storage temperature, stimulating greater respiration and transpiration of the fruit [<xref ref-type="bibr" rid="B10">10</xref>,<xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B21">21</xref>]; additionally, with storage time, the fragile skin of Andean blackberry loses its mechanical resistance causing WL by native liquids of the fruit leaching [<xref ref-type="bibr" rid="B10">10</xref>,<xref ref-type="bibr" rid="B11">11</xref>,<xref ref-type="bibr" rid="B32">32</xref>,<xref ref-type="bibr" rid="B33">33</xref>]. The application of ECs reduced WL in both storage conditions, due to the presence of BW that improved water vapor barrier due to its hydrophobic character [<xref ref-type="bibr" rid="B28">28</xref>,<xref ref-type="bibr" rid="B34">34</xref>]. In addition, the presence of CS and WP increase the barrier against breathing gases (CO<sub>2</sub>, O<sub>2</sub>), decreasing physiological processes of the fruit [<xref ref-type="bibr" rid="B13">13</xref>,<xref ref-type="bibr" rid="B16">16</xref>]. However, temperature exerts a negative effect on physiological processes increasing WL and conferring a lower stability in the product in less than 4 days. Several researches have reported similar behaviors in the reduction of delayed WL of blackberry with EC based on Aloe vera and carnauba wax [<xref ref-type="bibr" rid="B11">11</xref>], EC based on hydroxypropyl methylcellulose and beeswax [<xref ref-type="bibr" rid="B10">10</xref>], and EC based on alginate of sodium and calcium [<xref ref-type="bibr" rid="B33">33</xref>].</p>
			<sec>
				<title><italic>3.1. EC optimization based on CS, WP, BW.</italic></title>
				<p>The experimental optimization of the EC formulation applied in Andean blackberry was determined from the following criteria: maximize the surface firmness of the fruit and minimize WL during storage; additionally, weights and impacts were fixed as described in <xref ref-type="table" rid="t3">Table 3</xref>. Statgraphics Centurión XV II software application generated the following optimal formulation: CS (3.50%), WP (1.16%) and BW (0.47%). A residual error is observed between 15.0 and 20.0% of experimental samples and those obtained by the mathematical model, which is supported by the desirability found (0.69) in the optimization of multiple responses.</p>
				<p>
					<table-wrap id="t3">
						<label>Table 3</label>
						<caption>
							<title>Optimization of EC based on CS/WP/BW applied to Andean blackberry.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-86-211-199-gt3.png"/>
						<table-wrap-foot>
							<fn id="TFN4">
								<p>Source: The Authors</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
			</sec>
			<sec>
				<title><italic>3.2. Evaluation of Andean blackberry with EC+Chitosan</italic></title>
				<p>
					<xref ref-type="fig" rid="f3">Fig. 3</xref> shows the evolution over time of WL and visual infection of blackberry with EC, without and with the addition of Q→0% (OP), 0.5% (OP-Q1); 0.75% (OP-Q2) and 1.0% (OP-Q3), and control Andean blackberry (blackberry in fresh state), stored at 25 and 4 ºC. For both storage conditions, WL and visual infection of Andean blackberries showed significant differences (p &lt;0.05) with respect to time and treatment.</p>
				<p>
					<fig id="f3">
						<label>Figure 3</label>
						<caption>
							<title>Behavior of WL and visual infection of Andean blackberry stored at 25 °C for 4 days and at 4 °C for 6 days with the application of EC based on CS/WP/BW/CH.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-86-211-199-gf3.png"/>
						<attrib>Source: The Authors</attrib>
					</fig>
				</p>
				<p>An increase of WL in Andean blackberries was observed with the increase of storage time, being higher the WL in Andean blackberries in fresh state (11.4-13.6% and 10.2-12.4% at 25 and 4 ºC respectively), this due to the physiology of the fruit itself that does not contain EC and in addition, it is enhanced with the increase of temperature; additionally, there is a significant effect of the presence of CH in EC, conferring a lower WL than blackberry with EC-OP (without CH) (7.4-8.4% and 5.9-6.5% at 25 and 4 °C respectively) and a decrease in superficial visual infection (7.5-19.1% and 20.0-40.0% at 25 and 4 °C respectively).</p>
				<p>In general, a positive impact of CH is highlighted, especially in samples stored at 4 ºC where WL were less than 2% at times ( 8 days and at 10 days no visual infection was observed in samples OP-CH2 and OP-CH3 (yellow and blue lines respectively). However, in day 12 and 14 control times this is not maintained. This phenomenon is attributed to the fact that CH improves water vapor permeability properties of ECs, preventing their migration during storage of the fruit [<xref ref-type="bibr" rid="B35">35</xref>]. Similar behaviors of WL have been reported in strawberry with EC based on hydroxypropyl methylcellulose and carboxymethyl cellulose enriched with CH [<xref ref-type="bibr" rid="B36">36</xref>], and in strawberries with EC based on BW and CH [<xref ref-type="bibr" rid="B28">28</xref>]. On the other hand, the reduction of visual infection is attributed to the antimicrobial capacity of CH, which causes damage at cellular level in fungi [<xref ref-type="bibr" rid="B14">14</xref>,<xref ref-type="bibr" rid="B18">18</xref>,<xref ref-type="bibr" rid="B28">28</xref>,<xref ref-type="bibr" rid="B36">36</xref>]. </p>
				<p>In this context and due to cost effects, it was considered that the most adequate storage conditions were 4 ºC and 10 days, with EC formulated at CH2 concentration (0.75%). <xref ref-type="table" rid="t4">Table 4</xref> presents physico-chemical characterization of Andean blackberries with EC+CH2 and Andean blackberries without EC (control).</p>
				<p>
					<table-wrap id="t4">
						<label>Table 4</label>
						<caption>
							<title>Characterization of Andean blackberry in fresh state and with EC based on CS/WP/BW and 0.75% of CH.</title>
						</caption>
						<table>
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
								<col span="2"/>
								<col/>
							</colgroup>
							<tbody>
								<tr>
									<td align="center" rowspan="2">Treatment</td>
									<td align="center" rowspan="2">X<sub>w</sub> (%)</td>
									<td align="center" rowspan="2">a<sub>w</sub></td>
									<td align="center" rowspan="2">°Brix (%)</td>
									<td align="center" rowspan="2">pH</td>
									<td align="center" rowspan="2">TA (%)</td>
									<td align="center" rowspan="2">T<sub>p</sub> (mg GA/100g)</td>
									<td align="justify" colspan="2">Antioxidant activity (Trolox mg/100g)</td>
									<td align="center" rowspan="2">Firmness (N)</td>
								</tr>
								<tr>
									<td align="justify">DPPH</td>
									<td align="justify">ABTS</td>
								</tr>
								<tr>
									<td align="center">OP-CH<sub>2</sub></td>
									<td align="center">85.80 <sup>a</sup> (0.37)</td>
									<td align="center">0.946 <sup>a</sup> (0.003)</td>
									<td align="center">7.43 <sup>a</sup> (0.06)</td>
									<td align="center">3.03 <sup>a</sup> (0.01)</td>
									<td align="center">2.35 <sup>a</sup> (0.02)</td>
									<td align="center">8.24 <sup>a</sup> (1.07)</td>
									<td align="justify">889.42 <sup>a</sup> (36.3)</td>
									<td align="justify">556.81 <sup>to</sup> (44.2)</td>
									<td align="center">7.12 <sup>a</sup> (0.48)</td>
								</tr>
								<tr>
									<td align="center">Control</td>
									<td align="center">85.16 <sup>a</sup> (0.60)</td>
									<td align="center">0.955 <sup>b</sup> (0.003)</td>
									<td align="center">7.63 <sup>a</sup> (0.15)</td>
									<td align="center">3.09 <sup>b</sup> (0.01)</td>
									<td align="center">2.26 <sup>b</sup> (0.02)</td>
									<td align="center">9.37 <sup>a</sup> (0.98)</td>
									<td align="justify">921.44 <sup>a</sup> (25.4)</td>
									<td align="justify">778.21 <sup>b</sup> (107.9)</td>
									<td align="center">2.04 <sup>b</sup> (0.15)</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN5">
								<p>Source: The Authors</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>ANOVA showed significant differences (p &lt;0.05) in the parameters aw, pH, TA, ABTS, and firmness. However, it is observed that changes in pH and TA are not very relevant despite the addition of acetic acid for solubilization of CH in EC. On the other hand, a similar situation occurs with aw, whose changes are very low but their values are very high (aw ( 0.950), corresponding to high moisture values, where microbiological stability of products during storage makes them perishable and also, favorable to other deterioration reactions [<xref ref-type="bibr" rid="B8">8</xref>]. In all cases, products are within the ranges established in Colombian Technical Standard 4106 [<xref ref-type="bibr" rid="B19">19</xref>].</p>
				<p>Antioxidant activity by ABTS showed higher levels in fresh state, being higher by 28.4% with respect to Andean blackberry with EC+CH2, which could be attributed to thermal degradation of non-polar compounds with antioxidant activity present and they could be affected during drying applied at 30 ºC. Although Tp and DPPPH did not present significant differences, a similar situation arose as ABTS, where the reduction in Andean blackberry with EC corresponded to 12.1%, 3.5% respectively. This behavior of Tp, DPPH and ABTS is similar to that reported by some researchers in blueberry Duke and Elliot variety [<xref ref-type="bibr" rid="B35">35</xref>].</p>
				<p>One of the greater importance parameters in the investigation was superficial firmness, which showed an important influence in Andean blackberries with EC+CH2, where the mechanical resistance increased approximately 250% with respect to Andean blackberry in fresh state and of 28% with respect to Andean blackberries with EC without CH (OP). This result reflects an important contribution of the research to post-harvest management of the fruit (harvest, packing, transport, sale and processing for transformation), and to the improvement in useful life that the product could have.</p>
			</sec>
		</sec>
		<sec sec-type="conclusions">
			<title>4. Conclusions</title>
			<p>The application of EC based on CS, WP, BW, SA and CH did not present an important influence on the physicochemical properties of Andean blackberry (Xw, aw, pH, TA, ºBrix); however, it contributes to the reduction of Tp and antioxidant activity (ABTS and DPPH). The presence of CH in EC at different storage conditions, contributed significantly to the improvement of superficial firmness of the fruit reaching an increase in the mechanical resistance up to 250% with respect to Andean blackberry in fresh state; in addition, a reduction of WL and visual infection, mainly characterized by the presence of fungi on the surface. Andean blackberry with RC+CH preserved its physiological quality and the absence of visual infection until 10 days of storage at 4 ºC.</p>
		</sec>
	</body>
	<back>
		<ack>
			<title>Acknowledgements</title>
			<p>The authors thank Foundation CEIBA and the Government of Nariño for financing Master's studies and Colciencias for financing the project.</p>
		</ack>
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			<fn fn-type="other" id="fn1">
				<label>C. Villegas-Yépez,</label>
				<p> received the BSc. in Eng in Agroindustrial Engineering in 2015, and MSc. in Food Science and Technology in 2018. Researcher in functional food products, food preservation, food shelf life, active packaging, natural products and bioactive compounds. Member of the research group on functional foods and support group for agrifood research and development COLCIENCIAS; author of several scientific articles in the area. ORCID: 0000-0003-1694-4797</p>
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			<fn fn-type="other" id="fn2">
				<label>M. Cortés-Rodríguez,</label>
				<p> received the BSc. in Eng in Chemical Engineering in 1989 and the PhD. in Food Engineering in 2004. His research interests include: food engineering, science and technology, functional foods. Currently, he is a titular professor at the Agricultural and Food Engineering Department, Faculty of Agricultural Sciences, Universidad Nacional de Colombia. Director of the research group on functional foods Colciencias, co-author of 3 patents, 75 articles published in scientific journals and 3 book chapters. Participation in 35 research projects; director of 5 extension projects; director of 4 doctoral thesis and 32 master thesis. Speaker in 86 national and international events, national industry consultant, evaluator of research projects, scientific articles of scientific journals; and member of editorial and scientific committees of scientific journals. ORCID: 0000-0003-3407-1635</p>
			</fn>
			<fn fn-type="other" id="fn3">
				<label>W. Albarracín-Hernández,</label>
				<p> received the BSc. in Eng in Chemical Engineering 2001, MSc. in Food Science and Engineerg in 2003 and PhD. in Food Technology in 2009, he had worked as a professor and researcher at Universidad Nacional de Colombia, Bogotá campus, and the Universidad de Nariño, his research areas include: food technology, meat science, food packaging and shelf life; author and co-author of several scientific articles and 3 book chapter. Currently, he is Dean of Agroinsutrial Engineering Faculty Universidad de Nariño. ORCID: 0000-0002-7468-4535</p>
			</fn>
			<fn fn-type="other" id="fn4">
				<label>P.E. Rodríguez-Fonseca,</label>
				<p> received the BSc. Food Chemistry in 2002, the MSc. and PhD in food science and technology in 2007 and 2011, respectively all of them from the Universidad Central de Venezuela. He had worked as a researcher at ICTA-UCV, ICTA- Universidad Nacional de Colombia, Bogotá. Right now, he is working in AGROSAVIA at La Selva Researcher Center (Rionegro Antioquia, Colombia) and his interest topic of research are: food quality, food analysis, food processing and fruits add value. His expertise is about: starch extraction and uses, coatings edibles, fruit quality, and new product development. ORCID: 0000-0003-4832-5771.</p>
			</fn>
			<fn fn-type="other" id="fn5">
				<label>How to cite:</label>
				<p> Villegas-Yépez, C, Cortés-Rodríguez, M, Albarracín-Hernández, W. and Rodríguez-Fonseca, P., Effect of edible coatings of polysaccharide-protein-lipid structure on andean blackberry. DYNA, 86(211), pp. 199-207, October - December, 2019.</p>
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