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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nutr.</journal-id>
<journal-title>Frontiers in Nutrition</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nutr.</abbrev-journal-title>
<issn pub-type="epub">2296-861X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnut.2023.1183096</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nutrition</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Extraction, characterization and anti-oxidant activity of polysaccharide from red <italic>Panax ginseng</italic> and <italic>Ophiopogon japonicus</italic> waste</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="no"><name><surname>Kang</surname><given-names>Jia</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref><xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2237028/overview"/>
</contrib>
<contrib contrib-type="author" equal-contrib="no"><name><surname>Zhao</surname><given-names>Jue</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref><xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author" equal-contrib="no"><name><surname>He</surname><given-names>Lan-Fang</given-names></name><xref rid="aff1" ref-type="aff"><sup>1</sup></xref><xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Li</surname><given-names>Li-Xia</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Zhu</surname><given-names>Zhong-Kai</given-names></name><xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes"><name><surname>Tian</surname><given-names>Meng-Liang</given-names></name><xref rid="aff3" ref-type="aff"><sup>3</sup></xref><xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/905648/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Hospital of Chengdu University of Traditional Chinese Medicine</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Natural Medicine Research Center, College of Veterinary Medicine, Sichuan Agricultural University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>College of Agronomy, Sichuan Agricultural University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country></aff>
<author-notes>
<fn id="fn0002" fn-type="edited-by"><p>Edited by: Yulia Smyatskaya, Peter the Great St. Petersburg Polytechnic University, Russia</p></fn>
<fn id="fn0003" fn-type="edited-by"><p>Reviewed by: Kit Leong Cheong, Guangdong Ocean University, China; Ivan Kojic, University of Belgrade, Serbia</p></fn>
<corresp id="c001">&#x002A;Correspondence: Meng-Liang Tian, <email>secondat@sicau.edu.cn</email></corresp>
<fn id="fn0001" fn-type="equal"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1183096</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>03</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>05</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Kang, Zhao, He, Li, Zhu and Tian.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Kang, Zhao, He, Li, Zhu and Tian</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Red ginseng and <italic>Ophiopogon japonicus</italic> are both traditional Chinese medicines. They have also been used as food in China for thousands of years. These two herbs were frequently used in many traditional Chinese patent medicines. However, the carbohydrate compositions of these two herbs were not normally used during the production of said medicine, such as Shenmai injection, resulting in a large amount of waste composed of carbohydrates. In this study, the extraction conditions were optimized by response surface methodology. The Shenmai injection waste polysaccharide was extracted by using distilled water that was boiled under the optimized conditions. The Shenmai injection waste polysaccharide (SMP) was thereby obtained. SMP was further purified by anion exchange chromatography and gel filtration. With this method, a neutral polysaccharide fraction (SMP-NP) and an acidic polysaccharide fraction (SMP-AP) were obtained. The results of structure elucidation indicated that SMP-NP was a type of levan, and SMP-AP was a typical acidic polysaccharide. SMP-NP exhibited potential stimulation activity on the proliferation of five different <italic>Lactobacilli</italic> strains. Therefore, SMP-AP could promote the antioxidant defense of IPEC-J2 cells. These findings suggest that Shenmai injection waste could be used as a resource for prebiotics and antioxidants.</p>
</abstract>
<kwd-group>
<kwd>red <italic>Panax ginseng</italic></kwd>
<kwd>
<italic>Ophiopogon japonicus</italic>
</kwd>
<kwd>waste</kwd>
<kwd>polysaccharide</kwd>
<kwd>prebiotics</kwd>
<kwd>antioxidants</kwd>
</kwd-group>
<contract-num rid="cn1">82004041</contract-num>
<contract-sponsor id="cn1">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="9"/>
<equation-count count="2"/>
<ref-count count="67"/>
<page-count count="15"/>
<word-count count="10680"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Food Chemistry</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>Shenmai San, which consists of <italic>Panax ginseng</italic> and <italic>Ophiopogon japonicus</italic>, is an ancient Chinese patent medicine that first appeared in &#x201C;Medical Origins.&#x201D; It is used to treat diseases like heart attacks, congestive heart failure, and severe bronchitis induced by <italic>Qi</italic> and <italic>Yin</italic> deficiency (<xref ref-type="bibr" rid="ref1">1</xref>). In modern China, Shenmai San has been developed into an injection preparation (Shenmai injection) that is a sterile aqueous solution prepared by the combination of Red ginseng ethanol extract and <italic>O. japonicus</italic> ethanol extract. Clinical pharmacy studies reveal that the Shenmai injection is more effective when used to treat cardiovascular diseases, such as coronary heart disease, viral myocarditis, and chronic pulmonary heart disease (<xref ref-type="bibr" rid="ref1">1</xref>, <xref ref-type="bibr" rid="ref2">2</xref>). It is often combined with chemotherapeutic drugs to increase their curative effects and improve the immune function of cancer patients (<xref ref-type="bibr" rid="ref3">3</xref>). Saponin ingredients from <italic>P. ginseng</italic> and <italic>O. japonicus</italic> are the major components of the Shenmai injection (<xref ref-type="bibr" rid="ref4">4</xref>). And yet, the carbohydrate composition of these two herbs is not used during the production of the Shenmai injection, resulting in a large amount of waste composed of carbohydrates. Due to the significant increase in the production of Shenmai injection in China, the development and utilization of waste based on its active carbohydrate ingredients would have economic and environmental benefits.</p>
<p><italic>Panax ginseng</italic> is a traditional Chinese medicinal herb. For thousands of years, it has been used to increase vitality and boost the immune system. Multiple bioactive ingredients like ginsenosides, phytosterols, and polyacetylenes are isolated from <italic>P. ginseng</italic>, but polysaccharides are thought to be one of the most important ingredients due to their effective bioactivities (<xref ref-type="bibr" rid="ref5">5</xref>, <xref ref-type="bibr" rid="ref6">6</xref>). Similar to <italic>P. ginseng</italic>, <italic>O. japonicas</italic> is important in traditional Chinese medicine. It has been used to nourish the <italic>Yin</italic>, promote body fluid production, and treat lung diseases. 71% of <italic>O. japonicus</italic> is made up of carbohydrates (<xref ref-type="bibr" rid="ref7">7</xref>). So, it is not a surprise that the polysaccharides from it can be used for several bioactivities, such as anti-diabetes, antioxidants, and improved immunity (<xref ref-type="bibr" rid="ref8">8</xref>, <xref ref-type="bibr" rid="ref9">9</xref>). While lots of studies reported the isolation and characterization of polysaccharides from <italic>P. ginseng</italic> and <italic>O. japonicus</italic> respectively, the polysaccharides from the combined extraction of these two medicinal herbs have not been well studied.</p>
<p>In this study, we aimed to perform single-factor extraction experiments and optimize them to isolate polysaccharides from Shenmai injection waste. We followed this with anion exchange chromatography and gel filtration to obtain the neutral and acidic polysaccharide fractions. Size exclusion chromatography, methanolysis, and NMR were performed to determine the molecular weight, monosaccharide composition, and glycosidic linkage of these polysaccharides. Finally, the prebiotic and antioxidant activities were analyzed by <italic>in vitro</italic> experiments.</p>
</sec>
<sec id="sec2" sec-type="materials|methods">
<label>2.</label>
<title>Materials and methods</title>
<sec id="sec3">
<label>2.1.</label>
<title>Materials and reagents</title>
<p>The dried red <italic>Panax ginseng</italic> and <italic>Ophiopogon japonicus</italic> residues from Shenmai injection production were obtained from Ya&#x2019;an Sanjiu Pharmaceutical Co., Ltd. (Ya&#x2019;an City, Sichuan Province, China). Both herbs were identified by Li-Xia Li of Sichuan Agriculture University. Specimens were deposited in the College of Veterinary Medicine, Sichuan Agricultural University.</p>
<p>DEAE-cellouse and Agarose gel 6FF were obtained from Beijing Ruidahenghui Science &#x0026; Technology Development Co., Ltd. The MRS medium (HB0384-1), peptone (HB8276), and tryptone (HB8270) were purchased from Hopebio Biotechnology Co., Ltd. (Qingdao, China). The yeast extract powder (JM-500) was purchased from Biotopped Science and Technology Co., Ltd. (Beijing, China). The McIntosh Turbidimetric tube (G60346) was obtained from Wenzhou Kangtai Biotechnology Co., Ltd. (Zhejiang, China). The standard fructooligosaccharide (QHT-FOS-P95S) and inulin (Orafti<sup>&#x00AE;</sup>HP) were purchased from Quantum Hi-Tech Biological Co., Ltd. (Jiangmen, China) and Beneo-Orafti (Belgium), respectively.</p>
<p>The standard of fructose (Fru) and glucose (Glc) were purchased from Solarbio (Beijing, China). All other chemicals, such as phenol, sulfuric acid, acetone, boric acid, glycerin, etc., were of analytical grade and obtained from the Chengdu Kelong chemical factory (Chengdu, China).</p>
</sec>
<sec id="sec4">
<label>2.2.</label>
<title>Extraction and determination of polysaccharide from Shenmai injection waste</title>
<p>The powdered red <italic>P. ginseng</italic> and <italic>O. japonicus</italic> were mixed with a ratio of 1:1(w/w) and isolated using distilled water and different extraction conditions. The aqueous extracts were collected and concentrated by Rotary Evaporator (Shanghai Yarong Biochemical Instrument Factory Co., Ltd). Four times the volume of ethanol was poured into the water extracts and placed at 4&#x00B0;C for 24&#x2009;h. The mixture was centrifuged (3,500&#x2009;rpm, 10&#x2009;min), and the insoluble residue was separated. The polysaccharide was obtained after lyophilization. The content of the carbohydrate was determined by the phenol-sulfuric acid method (<xref ref-type="bibr" rid="ref10">10</xref>). The extraction yield of the polysaccharide was calculated according to the content of the carbohydrate.</p>
</sec>
<sec id="sec5">
<label>2.3.</label>
<title>Design of extraction conditions</title>
<sec id="sec6">
<label>2.3.1.</label>
<title>Single-factor experiment</title>
<p>The optimum extraction conditions of polysaccharides from Shenmai injection waste were measured by single-factor experiments and the response surface method (RSM). The single-factor experiment was executed in a designed extraction time (ranging from 0.5&#x2013;3&#x2009;h), a designed extraction temperature (ranging from 50&#x00B0;C&#x2013;100&#x00B0;C), and with an extraction ratio of solvent to material (ranging from 10:1&#x2013;50:1) with 1.0&#x2009;g of red ginseng and <italic>O. japonicus</italic> powder mixture (after ethanol extraction) (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref12">12</xref>). One factor was kept invariable for each study and each group in triplicate. After extraction, the aqueous extracts were centrifuged and freeze-dried. Then the powder was dissolved into 1&#x2009;mg/mL, and the carbohydrate component was determined by the method described above.</p>
</sec>
<sec id="sec7">
<label>2.3.2.</label>
<title>Optimization of extraction conditions by BBD</title>
<p>Box&#x2013;Behnken design (BBD) is a type of response surface design. It is an independent quadratic design in that it does not contain an embedded factorial or fractional factorial design. In this design the treatment combinations are at the midpoints of edges of the process space and at the center. These designs are rotatable (or near rotatable) and require 3 levels of each factor. It is more efficient and easier to arrange and interpret experiments in comparison with others (<xref ref-type="bibr" rid="ref13">13</xref>). Based on the single-factor experiment described above, BBD experiment was adopted and revealed in <xref rid="tab1" ref-type="table">Table 1</xref> with three-level-three-factors. Those factors were mentioned above. The extraction temperature (<italic>X</italic><sub>1</sub>), the ratio of solvent to material (<italic>X</italic><sub>2</sub>), and the extraction time (<italic>X</italic><sub>3</sub>) were designed using SAS. JMP. 13.0 software (Statistical analysis system, United States).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Central composite design and the extraction yield of polysaccharide.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle" rowspan="3">Runs</th>
<th align="center" valign="middle" colspan="3">Independent variables</th>
<th align="center" valign="middle" colspan="3" rowspan="2">Uncoded level</th>
<th align="center" valign="middle" rowspan="3">Extraction yield/%</th>
</tr>
<tr>
<th align="center" valign="middle" colspan="3">Coded level</th>
</tr>
<tr>
<th align="center" valign="middle">
<italic>X</italic>
<sub>1</sub>
</th>
<th align="center" valign="middle">
<italic>X</italic>
<sub>2</sub>
</th>
<th align="center" valign="middle">
<italic>X</italic>
<sub>3</sub>
</th>
<th align="center" valign="middle">
<italic>X</italic>
<sub>1</sub>
</th>
<th align="center" valign="middle">
<italic>X</italic>
<sub>2</sub>
</th>
<th align="center" valign="middle">
<italic>X</italic>
<sub>3</sub>
</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">90</td>
<td align="center" valign="top">1:40</td>
<td align="center" valign="top">20</td>
<td align="char" valign="top" char="&#x00B1;">51.3 &#x00B1; 0.396</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">90</td>
<td align="center" valign="top">1:20</td>
<td align="center" valign="top">20</td>
<td align="char" valign="top" char="&#x00B1;">52.14 &#x00B1; 3.43</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">80</td>
<td align="center" valign="top">1:30</td>
<td align="center" valign="top">40</td>
<td align="char" valign="top" char="&#x00B1;">57.75 &#x00B1; 0.1904</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">90</td>
<td align="center" valign="top">1:30</td>
<td align="center" valign="top">30</td>
<td align="char" valign="top" char="&#x00B1;">60.37 &#x00B1; 3.274</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">80</td>
<td align="center" valign="top">1:20</td>
<td align="center" valign="top">30</td>
<td align="char" valign="top" char="&#x00B1;">51.93 &#x00B1; 2.593</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">80</td>
<td align="center" valign="top">1:30</td>
<td align="center" valign="top">20</td>
<td align="char" valign="top" char="&#x00B1;">60.6 &#x00B1; 1.5132</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">90</td>
<td align="center" valign="top">1:40</td>
<td align="center" valign="top">40</td>
<td align="char" valign="top" char="&#x00B1;">60.12 &#x00B1; 1.35</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">90</td>
<td align="center" valign="top">1:30</td>
<td align="center" valign="top">30</td>
<td align="char" valign="top" char="&#x00B1;">62.67 &#x00B1; 1.355</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">1:30</td>
<td align="center" valign="top">40</td>
<td align="char" valign="top" char="&#x00B1;">60.6 &#x00B1; 1.355</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">90</td>
<td align="center" valign="top">1:20</td>
<td align="center" valign="top">40</td>
<td align="char" valign="top" char="&#x00B1;">60.78 &#x00B1; 1.047</td>
</tr>
<tr>
<td align="left" valign="top">11</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">1:20</td>
<td align="center" valign="top">30</td>
<td align="char" valign="top" char="&#x00B1;">61.36 &#x00B1; 2.079</td>
</tr>
<tr>
<td align="left" valign="top">12</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">1:30</td>
<td align="center" valign="top">20</td>
<td align="char" valign="top" char="&#x00B1;">60.45 &#x00B1; 0.997</td>
</tr>
<tr>
<td align="left" valign="top">13</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">100</td>
<td align="center" valign="top">1:40</td>
<td align="center" valign="top">30</td>
<td align="char" valign="top" char="&#x00B1;">60.75 &#x00B1; 0.467</td>
</tr>
<tr>
<td align="left" valign="top">14</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">90</td>
<td align="center" valign="top">1:30</td>
<td align="center" valign="top">30</td>
<td align="char" valign="top" char="&#x00B1;">60.56 &#x00B1; 1.817</td>
</tr>
<tr>
<td align="left" valign="top">15</td>
<td align="center" valign="top">&#x2212;1</td>
<td align="center" valign="top">1</td>
<td align="center" valign="top">0</td>
<td align="center" valign="top">80</td>
<td align="center" valign="top">1:40</td>
<td align="center" valign="top">30</td>
<td align="char" valign="top" char="&#x00B1;">61.69 &#x00B1; 0.9405</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The variables were coded according to the following formula:</p>
<disp-formula id="E1">
<mml:math id="M1">
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x0394;</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>X<sub>i</sub></italic> is the coded value of the variable <italic>X<sub>i</sub></italic>, <italic>X</italic><sub>0</sub> is the value of <italic>X<sub>i</sub></italic> at the central point, and &#x0394;<italic>x</italic> is the amplitude of variation. The results were analyzed and fitted to a second-order polynomial model.</p>
<p>In the formula, <italic>Y</italic> is the response variable (the extraction yield of polysaccharide). <italic>A</italic><sub>0</sub>, <italic>A<sub>i</sub></italic>, <italic>A<sub>ii</sub></italic>, and <italic>A<sub>ij</sub></italic> are the intercept linear, quadratic, and interaction coefficients of <italic>X</italic><sub>1</sub>, <italic>X</italic><sub>2</sub>, and <italic>X</italic><sub>3</sub>, respectively. <italic>X<sub>i</sub></italic> and <italic>X<sub>j</sub></italic> are the coded independent variables, and the terms of <italic>X<sub>i</sub></italic><sup>2</sup> represent the quadratic terms. Analyses of the variance were evaluated <italic>via</italic> the ANOVA procedure. The fitness of this predictive model was performed by the coefficient of determination <italic>R</italic><sup>2</sup> and the adjusted-<italic>R</italic><sup>2</sup>. Then the statistical significance and regression coefficients were checked using the <italic>F</italic>-test at a probability (<italic>p</italic>) of 0.01 or 0.05.</p>
</sec>
</sec>
<sec id="sec8">
<label>2.4.</label>
<title>DEAE-cellouse ion exchange chromatography</title>
<p>300&#x2009;mg of crude polysaccharide was dissolved with 20&#x2009;mL of distilled water and filtered with a 0.45&#x2009;&#x03BC;m filter. Then the polysaccharide solution was injected into the DEAE-cellouse ion column (50&#x2009;mm&#x2009;&#x00D7;&#x2009;40&#x2009;cm, Beijing RuiDaHengHui Science &#x0026; Technology Development Co., Ltd.), and distilled water was used as an elution buffer. The neutral fraction was eluted with a three-fold column volume of distilled water at the speed of 2&#x2009;mL/min, combining the phenol-sulfuric acid method (<xref ref-type="bibr" rid="ref14">14</xref>). We collected all the elution, concentrated it, and then preserved the solution <italic>via</italic> lyophilization, named SMP-NP. The column was further eluted using a gradient elution of NaCl (0&#x2013;1.5 M), and the acidic fraction SMP-AP was obtained.</p>
</sec>
<sec id="sec9">
<label>2.5.</label>
<title>Molecular weight determination</title>
<p>Molecular weight was measured by size exclusion chromatography. Five types of dextrans were used as standard (10, 70, 200, 800, and 1,000&#x2009;kDa). 2&#x2009;mg of each of the standard dextrans were weighted, respectively. Then all standard dextrans were mixed and dissolved in a 10&#x2009;mmol/L NaCl solution and filtrated <italic>via</italic> a 0.22&#x2009;&#x03BC;m filter. The mixture solution was then injected into the column and eluted with a 10&#x2009;mmol/L NaCl solution at a speed of 0.2&#x2009;mL/min. We kept 1&#x2009;mL in volume per tube. After that, we collected all elution. The carbohydrate fraction was determined using the phenol-sulfuric acid method. We calculated the linear relationship between the molecular weight logarithm of the glucan and the elution volume and obtained the molecular weight of the carbohydrate fraction.</p>
</sec>
<sec id="sec10">
<label>2.6.</label>
<title>Chemical compositions and linkage determination</title>
<p>The SMP-AP was subjected to methanolysis with 3 M of hydrochloric acids in anhydrous methanol for 24&#x2009;h at 80&#x00B0;C to obtain the methylglcosides. Then the monosaccharide composition was determined by gas chromatography (GC) after derivatization <italic>via</italic> the hexamethyl disilazane (HMDS) and the trimethylchlorsilane (TMS) reaction. The mannitol was added to the samples as the internal standard. Additionally, the presence of Fru was tested with the Urea-HCl colorimetric method (<xref ref-type="bibr" rid="ref15">15</xref>).</p>
<p>The glycosidic linkages were determined by methylation. The carrier gas was Helium (pressure control: 80&#x2009;kPa). The relative amount of each type of linkage was determined based on the area of each compound and related to the monosaccharide compositions of each fraction (<xref ref-type="bibr" rid="ref16">16</xref>).</p>
</sec>
<sec id="sec11">
<label>2.7.</label>
<title>The NMR spectroscopy</title>
<p>After three deuterium exchanges using freeze-drying in D<sub>2</sub>O (10&#x2009;mg/mL) and performance on a Bruker AV600 instrument (Bruker, Rheinstetten, Germany) at 25&#x00B0;C, the <sup>1</sup>H NMR and <sup>13</sup>C NMR spectra of SMP-NP and SMP-AP were recorded on the spectrometer (600&#x2009;MHz). These peaks were labeled using MestReNova software (Version 6.0.2-5475, 2009, Mestrelab Research S.L., Spain).</p>
</sec>
<sec id="sec12">
<label>2.8.</label>
<title>Prebiotic effect</title>
<sec id="sec13">
<label>2.8.1.</label>
<title><italic>Lactobacillus</italic> bacterial strains</title>
<p>The <italic>Lactobacillus buchneri</italic> (BSS1, CCTCC No. AB2016284), <italic>L. johnsonii</italic> (BS15, CCTCC: M2013663), <italic>L. plantarum</italic> (BS10, CCTCC: M012487), <italic>L. plantarum</italic> (BSGP201683, CCTCC: M2016425) and <italic>L. rhamnosus</italic> GG (LGG, ATCC53103) were obtained from professor Xue-Qin Ni of Animal Microecology Institute, College of Veterinary Medicine, Sichuan Agricultural University, China. <italic>L. johnsonii</italic> (Hjg8, ATCC 33200) was provided by Dr. Bing-zhao Zhang of Shenzhen Institutes of Advanced Technology, Chinese Academy of Science, China. All these were stored at &#x2212;80&#x00B0;C in MRS medium with 20% glycerin.</p>
</sec>
<sec id="sec14">
<label>2.8.2.</label>
<title>Bacterial growth</title>
<p>The basal medium (10&#x2009;g peptone and tryptone, respectively, 5&#x2009;g yeast extract, 1&#x2009;mL of Tween 80, 0.5&#x2009;g L-cysteine hydrochloride, 1&#x2009;g/L carbohydrate source, and 1&#x2009;L of distilled water with an adjusted pH at 6.5) and the MRS medium were used as culture mediums after being autoclaved at 121&#x00B0;C for 30&#x2009;min. Two commercial prebiotic products were used as a positive control compared with SMP-NP. These products were P95s (96.1% fructo-oligosaccharides, DPn 2&#x2013;9, with 2.7% glucose, fructose, and sucrose, the product of the partial enzymatic hydrolysis of chicory inulin) and Orafti<sup>&#x00AE;</sup>HP (99.8% inulin, DPav &#x2265;23, with 0.2% glucose, fructose, and sucrose). Both were obtained from Quantum Hi-Tech (China) Biotechnology Co., Ltd., Shenzhen, China. These five strains of <italic>Lactobacilli</italic> were incubated in the 50&#x2009;mL MRS medium at 37&#x00B0;C overnight in anaerobic chamber (Thermo Scientifific 1,029, in 5% N<sub>2</sub>, 10% H<sub>2</sub>, 5% CO<sub>2</sub>), then centrifuged 3,500&#x2009;rpm, 10&#x2009;min, and resuspended in saline and basal medium, successively, to remove the carbon source. Finally, they were resuspended with basal medium containing these three different carbon sources above (the CPPF and two commercially available prebiotic P95s, Orafti<sup>&#x00AE;</sup>HP), at a concentration of 10<sup>7</sup>&#x2013;10<sup>8</sup> CFU/mL, after adjusted by McIntosh Turbidimetric tube. 5 milliliter bacterial suspensions were divided in test tubes, and then incubated for 0 and 24&#x2009;h. All test tubes were set in triplicate. Two hundred microliter of the basal medium was added to the 96-wells plates and the density of bacteria were measured at the wavelength of 600&#x2009;nm (A600) using Multiscan Spectrum (Thermo Scientifific, Varioskan Flash) after incubated for 0&#x2009;h and 24&#x2009;h. The bacterial growth was evidenced as the increment in A600 (&#x0394;A600) during 24&#x2009;h of incubation in anaerobic chamber. After 24&#x2009;h of incubation, the pH was measured by pH meter (A115200, Lichen Instrument technology Co. Ltd., Hunan, China) after removing bacteria by centrifuging at 4000&#x2009;rpm for 20&#x2009;min. Each tube was tested three times, triplicate each time, making sure high accuracy and precision (<xref ref-type="bibr" rid="ref11">11</xref>).</p>
</sec>
</sec>
<sec id="sec15">
<label>2.9.</label>
<title>Anti-oxidant activity determination</title>
<sec id="sec16">
<label>2.9.1.</label>
<title>Cell culture</title>
<p>IPEC-J2 cell (Intestinal porcine epithelial cell lines) was obtained from and maintained in DMEM/F-12 medium (Beijing Solarbio Science &#x0026; Technology Co., Ltd.). This was supplemented with 10% FBS (Thermo Fisher Scientific (China) Co., Ltd), 100&#x2009;U/mL penicillin, and 100&#x2009;U/mL streptomycin (Beijing Solarbio Science &#x0026; Technology Co., Ltd.) in a humidified atmosphere of 5% CO<sub>2</sub> at 37&#x00B0;C.</p>
</sec>
<sec id="sec17">
<label>2.9.2.</label>
<title>Establishment of oxidative stress damages model</title>
<p>IPEC-J2 cells were seeded into 96-well plates at a density of 1.0&#x2009;&#x00D7;&#x2009;10<sup>4</sup> cells/well. After the cells were adhered in the 96-well plate, the culture medium was washed with a phosphate buffer saline (PBS, pH&#x2009;=&#x2009;7.4, Beijing Solarbio Science &#x0026; Technology Co., Ltd.) three times. 200&#x2009;&#x03BC;mol/mL of H<sub>2</sub>O<sub>2</sub> (Sigma-Aldrich, United States) were added into the 96-well plate (<italic>n</italic>&#x2009;=&#x2009;12) and cultured in a 37&#x00B0;C incubator. After 24&#x2009;h incubation, 10&#x2009;&#x03BC;L of CCK8 (Wuhan Boster Biological Technology., LTD, Wuhan, China) was added to the 96-plate wells. After a 1&#x2009;h incubation, the measurement was performed at 450&#x2009;nm with a microwell reader (Bio-Rad).</p>
</sec>
<sec id="sec18">
<label>2.9.3.</label>
<title>Measurement of IPEC-J2 cells viability</title>
<p>IPEC-J2 cells were seeded into 96-well plates and cultured in a 37&#x00B0;C incubator for 24&#x2009;h. 200&#x2009;&#x03BC;mol/mL of H2O2 was added to the plate and cultured for 24&#x2009;h. Three concentrations of SMP-AP (20&#x2009;&#x03BC;g/mL, 10&#x2009;&#x03BC;g/mL, 5&#x2009;&#x03BC;g/mL) were added to the 96-well plate. After being cultured at 37&#x00B0;C for 24&#x2009;h, the cell viability was determined by the CCK8 method.</p>
</sec>
<sec id="sec19">
<label>2.9.4.</label>
<title>Determination of antioxidant enzymes activity</title>
<p>IPEC-J2 cells were seeded into a 6-well plate, and an oxidative stress damages model was established using 200&#x2009;&#x03BC;mol/mL of H<sub>2</sub>O<sub>2</sub>. Different concentrations of SMP-AP (20&#x2009;&#x03BC;g/mL, 10&#x2009;&#x03BC;g/mL, 5&#x2009;&#x03BC;g/mL) were added to the six-well plate. After being cultured at 37&#x00B0;C for 24&#x2009;h, plates were washed with PBS three times. Cells were collected by a cell culture dish and disrupted by a cell ultrasonic cell breaker (Shanghai Huxi Industry Co., Ltd). The cells were then centrifuged at 12,000&#x2009;rpm for 3&#x2009;min after cell disruption to obtain the supernatant for the determination of the antioxidant enzyme activity. The antioxidant enzyme activities were determined by a Biochemical Detection Kit (Nanjing Jiancheng Bioengineering Institute, Nanjing, China).</p>
</sec>
<sec id="sec20">
<label>2.9.5.</label>
<title>Quantitative real-time PCR</title>
<p>RNA extraction from the intestine cells and real-time PCR for antioxidant gene detection were performed as previously reported (<xref ref-type="bibr" rid="ref17">17</xref>). In summary, IPEC-J2 cells were lysed with Trizol Regent (R1100, Beijing Solarbio Science &#x0026; Technology Co., Ltd., China), and the total RNA was extracted from the cells according to the manufacturer&#x2019;s instructions. The RNA quality was determined by the agarose gel method, and the RNA concentration was determined by a spectrophotometer (NanoDrop 2000, Shanghai Institute of Thermal Sciences, China). The total RNA was reverse transcribed using reverse transcriptase which was done according to the manufacturer&#x2019;s instructions (Enzyme Tower, Waltham, Mass.). The Bio-Rad-CFX96 system was used for real-time quantitative PCR, and related gene expression was normalized with the internal control &#x03B2;-actin. The primer sequences of the SYBR green probe of the target gene are shown in <xref rid="tab2" ref-type="table">Table 2</xref>.</p>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>qRT-PCR primers for antioxidant defense genes.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Gene</th>
<th align="center" valign="top">bp</th>
<th align="left" valign="top">Primer sequence</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="2">Nrf2</td>
<td align="center" valign="middle" rowspan="2">125</td>
<td align="left" valign="middle">F: CACCACCTCAGGGTAATA</td>
</tr>
<tr>
<td align="left" valign="middle">R: GCGGCTTGAATGTTTGTC</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">NQO1</td>
<td align="center" valign="middle" rowspan="2">200</td>
<td align="left" valign="middle">F: GATCATACTGGCCCACTCCG</td>
</tr>
<tr>
<td align="left" valign="middle">R: GAGCAGTCTCGGCAGGATAC</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">HO-1</td>
<td align="center" valign="middle" rowspan="2">130</td>
<td align="left" valign="middle">F: AGCTGTTTCTGAGCCTCCAA</td>
</tr>
<tr>
<td align="left" valign="middle">R: CAAGACGGAAACACGAGACA</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">CAT</td>
<td align="center" valign="middle" rowspan="2">124</td>
<td align="left" valign="middle">F: TGTGAACTGTCCCTTCCGTG</td>
</tr>
<tr>
<td align="left" valign="middle">R: CGTCTGTTCGGGAGCACTAA</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">SOD1</td>
<td align="center" valign="middle" rowspan="2">176</td>
<td align="left" valign="middle">F: ACCTGGGCAATGTGACTG</td>
</tr>
<tr>
<td align="left" valign="middle">R: TCCAGCATTTCCCGTCT</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">GPXs</td>
<td align="center" valign="middle" rowspan="2">127</td>
<td align="left" valign="middle">F: CGGACCACCTGTTGAAAGCTC</td>
</tr>
<tr>
<td align="left" valign="middle">R: TCCGCCAGTTCTTGTTGTCCA</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">ZO-1</td>
<td align="center" valign="middle" rowspan="2">126</td>
<td align="left" valign="middle">F: TTGATAGTGGCGTTGACA</td>
</tr>
<tr>
<td align="left" valign="middle">R: CCTCATCTTCATCATCTTCTAC</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">&#x03B2;-Actin</td>
<td align="center" valign="middle" rowspan="2">122</td>
<td align="left" valign="middle">F: GATGAGATTGGCATGGCTTT</td>
</tr>
<tr>
<td align="left" valign="middle">R: CACCTTCACCGTTCCAGTTT</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="sec21">
<label>2.10.</label>
<title>Statistical analysis</title>
<p>The statistical values were represented as mean&#x2009;&#x00B1;&#x2009;SD. The statistical comparisons were applied with the one-way analysis of variance (ANOVA) by Duncan&#x2019;s test using SPSS version 20.0. Then the values of <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 and <italic>p</italic>&#x2009;&#x003C;&#x2009;0.01 were considered statistically significant and highly significant, respectively.</p>
</sec>
</sec>
<sec id="sec22" sec-type="results">
<label>3.</label>
<title>Results</title>
<sec id="sec23">
<label>3.1.</label>
<title>Optimization of extraction process of Shenmai polysaccharide</title>
<sec id="sec24">
<label>3.1.1.</label>
<title>Effects of temperature, solvent/material ratio, and extraction time on the yield of SMP</title>
<p>Optimized single-factor extraction experiments were performed to better isolate polysaccharides from the Shenmai injection waste (named Shenmai polysaccharide, SMP). As shown in <xref rid="fig1" ref-type="fig">Figure 1A</xref>, the extraction yield of SMP increased as the extraction temperature increased (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05), showing a linear relationship. When the water extraction temperature reached 100&#x00B0;C, the extraction yield of polysaccharide reached its maximum amount (60.25%) (<xref rid="fig1" ref-type="fig">Figure 1A</xref>). Therefore, 90&#x00B0;C was chosen as the center level of extraction temperature in the response surface design. The other two temperature points were set at 80&#x00B0;C and 100&#x00B0;C. With the temperature at 100&#x00B0;C and an extraction time of 30&#x2009;min, the extraction yield reached 58.80% when the solvent/material ratio was around 30&#x2009;mL/g (<xref rid="fig1" ref-type="fig">Figure 1B</xref>). But when the solvent/material ratio was increased from 30&#x2009;mL/g to 50&#x2009;mL/g, the extraction yield was 60.75%, only increasing 1.95% (<xref rid="fig1" ref-type="fig">Figure 1B</xref>, <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05). Thus, 30&#x2009;mL/g was set as the central value in the response surface design. The other two values were set as 20&#x2009;mL/g and 40&#x2009;mL/g, respectively. With the temperature at 100&#x00B0;C and a solvent/material ratio of 30&#x2009;mL/g, it was found that the polysaccharide extraction yield increased with increased extraction time, reaching a maximum value (56.79%) around 30&#x2009;min (<xref rid="fig1" ref-type="fig">Figure 1C</xref>). Therefore, 30&#x2009;min was set as the center point for extraction time. The other points for extraction time were set at 20&#x2009;min and 40&#x2009;min.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Effect of different extraction parameters on the yield of polysaccharide from Shenmai injection waste. <bold>(A)</bold> Extraction temperature (the S/M ratio and extraction time were fixed at 30&#x2009;mL/g and 30&#x2009;min, respectively); <bold>(B)</bold> solvent/material ratio (the extraction temperature and time were fixed at 100&#x00B0;C and 30&#x2009;min, respectively); <bold>(C)</bold> extraction time (the extraction temperature and S/M ratio were fixed at 100&#x00B0;C and 30&#x2009;mL/g, respectively). Values are the means of polysaccharide yield (<italic>n</italic>&#x2009;=&#x2009;3).</p>
</caption>
<graphic xlink:href="fnut-10-1183096-g001.tif"/>
</fig>
</sec>
<sec id="sec25">
<label>3.1.2.</label>
<title>Optimization of extraction yield using RSM</title>
<sec id="sec26">
<label>3.1.2.1.</label>
<title>Model fitting</title>
<p>SAS. JMP13.0 software was used to carry out a regression analysis of the data in <xref rid="tab1" ref-type="table">Table 1</xref>. This provided the following predicted regression equation of the three factors corresponding to the yield of SMP:</p>
<disp-formula id="E2">
<mml:math id="M2">
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mi>Y</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>4.4978</mml:mn>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>+</mml:mo>
<mml:mn>3.1491</mml:mn>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>+</mml:mo>
<mml:mn>3.0244</mml:mn>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.0194</mml:mn>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi mathvariant="normal"> </mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.0145</mml:mn>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.0202</mml:mn>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.0178</mml:mn>
<mml:msubsup>
<mml:mi>X</mml:mi>
<mml:mn>1</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mi mathvariant="normal"> </mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.0091</mml:mn>
<mml:msubsup>
<mml:mi>X</mml:mi>
<mml:mn>2</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.0155</mml:mn>
<mml:msubsup>
<mml:mi>X</mml:mi>
<mml:mn>3</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>252.6963</mml:mn>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:math>
</disp-formula>
<p><italic>X</italic><sub>1</sub>, extraction temperature; <italic>X</italic><sub>2</sub>, solvent/material ratio; <italic>X</italic><sub>3</sub>, extraction time.</p>
</sec>
<sec id="sec27">
<label>3.1.2.2.</label>
<title>Analysis of response and contour surface plots</title>
<p>Variance analysis was conducted on the model (<xref rid="tab3" ref-type="table">Table 3</xref>). It was found that the <italic>R</italic><sup>2</sup> of this model was 0.97 (<italic>p</italic>&#x2009;=&#x2009;0.0023&#x2009;&#x003C;&#x2009;0.01), and the multiple regression relationship between dependent variables and all independent variables was significant (<xref rid="tab3" ref-type="table">Table 3</xref>). The primary term <italic>X</italic><sub>1</sub> (extraction temperature) of the model was extremely significant (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), suggesting that extraction temperature had the greatest impact on the yield of SMP.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>Regression coefficients for three dependent variables.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Regression coefficients</th>
<th align="center" valign="top">
<italic>p</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">
<italic>X</italic>
<sub>1</sub>
</td>
<td align="center" valign="top">0.00077<xref rid="tfn3" ref-type="table-fn"><sup>c</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">
<italic>X</italic>
<sub>2</sub>
</td>
<td align="center" valign="top">0.00119<xref rid="tfn2" ref-type="table-fn"><sup>b</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top">
<italic>X</italic>
<sub>3</sub>
</td>
<td align="center" valign="top">0.00461<xref rid="tfn2" ref-type="table-fn"><sup>b</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top"><italic>X</italic><sub>1</sub>&#x002A;<italic>X</italic><sub>1</sub></td>
<td align="center" valign="top">0.03764<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top"><italic>X</italic><sub>1</sub>&#x002A;<italic>X</italic><sub>2</sub></td>
<td align="center" valign="top">0.01440<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top"><italic>X</italic><sub>1</sub>&#x002A;<italic>X</italic><sub>3</sub></td>
<td align="center" valign="top">0.04273<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top"><italic>X</italic><sub>2</sub>&#x002A;<italic>X</italic><sub>2</sub></td>
<td align="center" valign="top">0.16370</td>
</tr>
<tr>
<td align="left" valign="top"><italic>X</italic><sub>2</sub>&#x002A;<italic>X</italic><sub>3</sub></td>
<td align="center" valign="top">0.01269<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
</tr>
<tr>
<td align="left" valign="top"><italic>X</italic><sub>3</sub>&#x002A;<italic>X</italic><sub>3</sub></td>
<td align="center" valign="top">0.03764<xref rid="tfn1" ref-type="table-fn"><sup>a</sup></xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>X</italic><sub>1</sub>, extraction temperature; <italic>X</italic><sub>2</sub>, S/M ratio; <italic>X</italic><sub>3</sub>, extraction time.</p>
<fn id="tfn1">
<label>a</label>
<p>Significant at 0.05 level.</p></fn>
<fn id="tfn2">
<label>b</label>
<p>Significant at 0.01 level.</p></fn>
<fn id="tfn3">
<label>c</label>
<p>Significant at 0.001 level.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec28">
<label>3.1.2.3.</label>
<title>Optimization of extraction conditions</title>
<p>Obtained through the software&#x2019;s statistical analysis, the response surface figure is shown in <xref rid="fig2" ref-type="fig">Figure 2</xref>. It can be seen that the yield of SMP was greatly affected by the above three factors. This was consistent with the regression coefficient results in <xref rid="tab1" ref-type="table">Table 1</xref>. When the extraction time was fixed at the 0 level, the yield of SMP increased with the increase of extraction temperature (<italic>X</italic><sub>1</sub>, 80&#x00B0;C&#x2013;97.70&#x00B0;C) and the solvent/material ratio (20&#x2013;40&#x2009;mL/g) (<xref rid="fig2" ref-type="fig">Figure 2A</xref>). However, when the temperature is higher than 97.70&#x00B0;C, the yield of SMP decreases again. When the solvent/material ratio is fixed at the 0 level, the yield of SMP increased as the extraction temperature (<italic>X</italic><sub>1</sub>, 80&#x00B0;C&#x2013;97.70&#x00B0;C) and extraction time (20&#x2013;35.92&#x2009;min) increased (<xref rid="fig2" ref-type="fig">Figure 2B</xref>). When the extraction temperature was fixed at the 0 level, the yield of SMP increased with the increase of the ratio of solvent/material (20&#x2013;40&#x2009;mL/g) and extraction time (20&#x2013;35.92&#x2009;min). When the extraction time exceeds 35.92&#x2009;min, the yield of SMP decreased (<xref rid="fig2" ref-type="fig">Figure 2C</xref>). In addition, it can be seen from <xref rid="fig2" ref-type="fig">Figure 2</xref> that the following pairs all have a linear relationship with the yield of SMP: the extraction temperature (<italic>X</italic><sub>1</sub>) and the solvent/material ratio (<italic>X</italic><sub>2</sub>), the extraction temperature (<italic>X</italic><sub>1</sub>) and the extraction time (<italic>X</italic><sub>3</sub>), and the solvent/material ratio (<italic>X</italic><sub>2</sub>) and the extraction time (<italic>X</italic><sub>3</sub>). This is similar to the analysis results in <xref rid="tab3" ref-type="table">Table 3</xref>. In summary, extraction temperature, solvent/material ratio, and extraction time all have a certain impact on the yield of SMP. The order of the three factors was extraction temperature, extraction time, and then solvent/material ratio.</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Effect of three factors interacting on the extraction yield of Shenmai polysaccharide (left, response surface plots; right, contour plots); <bold>(A)</bold> effect of extraction temperature (<italic>X</italic><sub>1</sub>) and solvent-material ratio (<italic>X</italic><sub>2</sub>) on the yield of Shenmai polysaccharide; <bold>(B)</bold> effect of extraction temperature (<italic>X</italic><sub>1</sub>) and extraction time (<italic>X</italic><sub>3</sub>) on the yield of Shenmai polysaccharides; <bold>(C)</bold> effect of solvent-material ratio (<italic>X</italic><sub>2</sub>) and extraction time (<italic>X</italic><sub>3</sub>) on the yield of Shenmai polysaccharides.</p>
</caption>
<graphic xlink:href="fnut-10-1183096-g002.tif"/>
</fig>
</sec>
<sec id="sec29">
<label>3.1.2.4.</label>
<title>Verification of the models</title>
<p>The fitting equation obtained in 3.1.2.1 was analyzed by JMP software. Based on the results, we concluded that when the extraction temperature was 93.10&#x00B0;C the solvent/material ratio was 40&#x2009;mL/g, the extraction time was 27.94&#x2009;min, and the yield of SMP reached its maximum value of 62.84%. To ensure convenient production, the optimal extraction process conditions were determined. They are as follows: an extraction temperature of 93&#x00B0;C, a solvent-material ratio of 40&#x2009;mL/g, an extraction time of 30&#x2009;min each time, extraction twice, and a predicted extraction rate of 62.78%.</p>
<p>To verify the accuracy of the above fitting model, the SMP was extracted twice for 30&#x2009;min using the optimal extraction process. The final yield of SMP was 62.72%, which was close to the predicted value (62.78%), indicating a good fit with the above regression equation. This extraction process can accurately display the trend of SMP production. It meets the requirements of both experimental and actual production.</p>
</sec>
</sec>
</sec>
<sec id="sec30">
<label>3.2.</label>
<title>Chemical composition of crude Shenmai polysaccharide</title>
<p>The protein, polyphenols, and carbohydrate content in crude polysaccharides were determined. Crude SMP was 81.89% carbohydrates, 8.82% protein, and 2.31% polyphenols. Therefore, purification processes were performed to obtain purified Shenmai polysaccharides.</p>
</sec>
<sec id="sec31">
<label>3.3.</label>
<title>Purification of polysaccharide</title>
<p>The neutral polysaccharide of SMP was eluted by distilled water. 238.8&#x2009;mg of neutral polysaccharide fraction was obtained from 310.7&#x2009;mg of crude SMP, named SMP-NP. An acidic polysaccharide fraction with a mass of 15.63&#x2009;mg was collected by DEAE anion exchange chromatography, named SMP-AP (<xref rid="fig3" ref-type="fig">Figure 3A</xref>). This data indicated that neutral polysaccharides (yield 76.86%) account for the majority of the SMP. To obtain the purified polysaccharide fraction, gel filtration was performed. One fraction was obtained with symmetrical and uniform curves for both SMP-NP (<xref rid="fig3" ref-type="fig">Figure 3B</xref>) and SMP-AP (<xref rid="fig3" ref-type="fig">Figure 3C</xref>), indicating that these two polysaccharides are homogeneous components.</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Purification elution profiles. DEAE anion exchange chromatography elution file of Shenmai polysaccharide <bold>(A)</bold>. Size exclusion chromatography elution profile of fraction SMP-NP <bold>(B)</bold> and SMP-AP <bold>(C)</bold>. A490 stands for absorbance at 490&#x2009;nm as described in phenol-sulphuric acid method.</p>
</caption>
<graphic xlink:href="fnut-10-1183096-g003.tif"/>
</fig>
</sec>
<sec id="sec32">
<label>3.4.</label>
<title>Molecular weight and monosaccharide composition determination</title>
<p>The molecular weight of the SMP-NP and SMP-AP were determined by size exclusion chromatography. The results showed that the molecular weight of SMP-NP and SMP-AP were 30.8&#x2009;kDa and 256.7&#x2009;kDa, respectively.</p>
<p>The results of the monosaccharide composition determination of these two polysaccharide components are shown in <xref rid="tab4" ref-type="table">Table 4</xref>. There are two monosaccharide components in SMP-NP, glucose, and fructose. It has a glucose content of 10.1%, and the molar ratio of fructose to glucose is about 9:1. SMP-AP consists of five monosaccharide components: glucose, galactose, galacturonic acid, rhamnose, and arabinose. It has a molar ratio of 95:2.0:1.6:0.8:0.5.</p>
<table-wrap position="float" id="tab4">
<label>Table 4</label>
<caption>
<p>Monosaccharide composition determination results of SMP-NP and SMP-AP.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">Sample</th>
<th align="center" valign="middle">Monosaccharide composition</th>
<th align="center" valign="middle">Mol %</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="2">SMP-NP</td>
<td align="center" valign="middle">Glc</td>
<td align="char" valign="top" char=".">10.1</td>
</tr>
<tr>
<td align="center" valign="middle">Fru</td>
<td align="char" valign="top" char=".">89.9</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="5">SMP-AP</td>
<td align="center" valign="middle">Glc</td>
<td align="char" valign="top" char=".">95.0</td>
</tr>
<tr>
<td align="center" valign="middle">Gal</td>
<td align="char" valign="top" char=".">2.0</td>
</tr>
<tr>
<td align="center" valign="middle">GalA</td>
<td align="char" valign="top" char=".">1.6</td>
</tr>
<tr>
<td align="center" valign="middle">Rha</td>
<td align="char" valign="top" char=".">0.8</td>
</tr>
<tr>
<td align="center" valign="middle">Ara</td>
<td align="char" valign="top" char=".">0.5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec33">
<label>3.5.</label>
<title>Determination of glycosidic linkage</title>
<sec id="sec34">
<label>3.5.1.</label>
<title>Glycosidic linkage units of SMP-NP</title>
<p>The results of the glycosidic linkage determination of SMP-NP are shown in <xref rid="tab5" ref-type="table">Table 5</xref>. SMP-NP is mainly composed of Fru and Glc, which is consistent with the results of monosaccharide composition determination. The linkage units in Fru are mainly 1,2-Fru<italic>f</italic> and 1,2,6-Fru<italic>f</italic>, and these have a molar ratio of 53.0% and 27.4%, respectively. In addition, terminal Fru<italic>f</italic> is also presented in SMP-NP and has a molar ratio of 8.5%. The linkage units in Glc are 1,4-Glc<italic>p</italic>, 1,6-Glc<italic>p,</italic> and terminal Glc<italic>p</italic>. These contain a molar ratio of 8.8%, 0.6%, and 1.6%, respectively.</p>
<table-wrap position="float" id="tab5">
<label>Table 5</label>
<caption>
<p>Glycosidic linkage units of SMP-NP.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Monosaccharides</th>
<th align="center" valign="top">Glycosidic bond</th>
<th align="center" valign="top">Mol %</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="3">Fru</td>
<td align="left" valign="top">T-Fru<italic>f</italic></td>
<td align="char" valign="top" char=".">8.5</td>
</tr>
<tr>
<td align="left" valign="top">1,2-Fru<italic>f</italic></td>
<td align="char" valign="top" char=".">53.0</td>
</tr>
<tr>
<td align="left" valign="top">1,2,6-Fru<italic>f</italic></td>
<td align="char" valign="top" char=".">27.4</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="3">Glc</td>
<td align="left" valign="top">T-Glc<italic>p</italic></td>
<td align="char" valign="top" char=".">1.6</td>
</tr>
<tr>
<td align="left" valign="top">1,4-Glc<italic>p</italic></td>
<td align="char" valign="top" char=".">8.8</td>
</tr>
<tr>
<td align="left" valign="top">1,6-Glc<italic>p</italic></td>
<td align="char" valign="top" char=".">0.7</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec35">
<label>3.5.2.</label>
<title>Glycosidic linkage units of SMP-AP</title>
<p>The glycosidic linkage unit determination results of SMP-AP are shown in <xref rid="tab6" ref-type="table">Table 6</xref>. SMP-AP is composed of 1,4-GalA<italic>p</italic> and 1,4-Gal<italic>p</italic> linked units, and these have a molar ratio accounting for 51.1% and 8.6%, respectively. Rha in SMP-AP contains the linkage units 1,2-Rha<italic>p</italic> and 1,2, 4-Rha<italic>p</italic>, which have a molar ratio of 1.9% and 7.4%, respectively. At the same time, Ara in SMP-AP also showed two kinds of glycosidic units. T-Ara<italic>f</italic> was the main linkage unit and had a molar ratio of 6.1%. In addition to this, the Glc in SMP-AP is mainly connected by 1,3-Glc<italic>p</italic>.</p>
<table-wrap position="float" id="tab6">
<label>Table 6</label>
<caption>
<p>Glycosidic linkage units of SMP-AP.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Monosaccharides</th>
<th align="center" valign="top">Glycosidic units</th>
<th align="center" valign="top">Mol %</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle" rowspan="2">Rha</td>
<td align="left" valign="top">1,2-Rha<italic>p</italic></td>
<td align="char" valign="top" char=".">1.9</td>
</tr>
<tr>
<td align="left" valign="top">1,2,4-Rha<italic>p</italic></td>
<td align="char" valign="top" char=".">7.4</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">Glc</td>
<td align="left" valign="top">T-Ara<italic>f</italic></td>
<td align="char" valign="top" char=".">6.1</td>
</tr>
<tr>
<td align="left" valign="top">1,5-Ara<italic>f</italic></td>
<td align="char" valign="top" char=".">0.9</td>
</tr>
<tr>
<td align="left" valign="middle" rowspan="2">GalA</td>
<td align="left" valign="top">T-GalA<italic>p</italic></td>
<td align="char" valign="top" char=".">1.5</td>
</tr>
<tr>
<td align="left" valign="top">1,4-GalA<italic>p</italic></td>
<td align="char" valign="top" char=".">51.1</td>
</tr>
<tr>
<td align="left" valign="middle">Glc</td>
<td align="left" valign="top">1,3-Glc<italic>p</italic></td>
<td align="char" valign="top" char=".">0.94</td>
</tr>
<tr>
<td align="left" valign="middle">Gal</td>
<td align="left" valign="top">1,4-Gal<italic>p</italic></td>
<td align="char" valign="top" char=".">8.6</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="sec36">
<label>3.6.</label>
<title>NMR analysis</title>
<sec id="sec37">
<label>3.6.1.</label>
<title>NMR analysis of SMP-NP</title>
<p>The <sup>1</sup>H spectrum of SMP-NP is shown in <xref rid="fig4" ref-type="fig">Figure 4A</xref>, and the <sup>13</sup>C NMR spectrum is shown in <xref rid="fig4" ref-type="fig">Figure 4B</xref>. <sup>13</sup>C-NMR results show that the carbon signal concentrated in &#x03B4; 102&#x2013;104&#x2009;ppm assigned itself to the C-2 signal peak of the Fru<italic>f</italic> residue. Three of the most obvious signal peaks were &#x03B4; 103.79, &#x03B4; 103.65, and &#x03B4; 103.17&#x2009;ppm. According to previous reports, the heterocephalic carbon signals are &#x03B4; 62.63&#x2009;ppm, &#x03B4; 60.50&#x2009;ppm, and &#x03B4; 60.40&#x2009;ppm, respectively. The corresponding proton signals are &#x03B4; 3.85, &#x03B4; 3.84, and &#x03B4; 3.66&#x2009;ppm, respectively. This indicates that the three Fru<italic>f</italic> residues in SMP-NP are &#x03B2;-configuration (<xref ref-type="bibr" rid="ref18 ref19 ref20">18&#x2013;20</xref>). The heterocephalic carbon signals concentrated in &#x03B4; 92&#x2013;101&#x2009;ppm should be attributed to Glc residues. The heterocephalic carbon signals of the three signal peaks were &#x03B4; 92.13, 98.04, and 99.58&#x2009;ppm, respectively. Combined with the results of <sup>1</sup>H spectrum, which has the H-1 signals at &#x03B4; 5.27, 5.31, and 5.13&#x2009;ppm, respectively, the three residues proved to be &#x03B1;-D-Glc<italic>p</italic> configuration (<xref ref-type="bibr" rid="ref21 ref22 ref23 ref24 ref25 ref26 ref27 ref28 ref29">21&#x2013;29</xref>). The specific chemical shifts of <sup>1</sup>H and <sup>13</sup>C of the above sugar residues are shown in <xref rid="tab7" ref-type="table">Table 7</xref>. Based on the results of all the above SMP-NP structures, SMP-NP seemed to be a mixed fructan composed of Fru and Glc. 1,2-&#x03B2;-D-Fru<italic>f</italic>, 1,2,6-&#x03B2;-D-Fru<italic>f,</italic> and T-&#x03B2;-D-Fru<italic>f</italic> were its main backbone and are connected with the &#x03B1;-D-(1&#x2009;&#x2192;&#x2009;4)-Glc<italic>p</italic>, &#x03B1;-D-(1&#x2009;&#x2192;&#x2009;6)-Glc<italic>p</italic> and T-Glc<italic>p</italic> residues.</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>The 1D NMR spectrum of SMP-NP in D<sub>2</sub>O <bold>(A)</bold> <sup>1</sup>H NMR spectrum; <bold>(B)</bold> <sup>13</sup>C NMR spectrum.</p>
</caption>
<graphic xlink:href="fnut-10-1183096-g004.tif"/>
</fig>
<table-wrap position="float" id="tab7">
<label>Table 7</label>
<caption>
<p><sup>13</sup>C and <sup>1</sup>H chemical shifts (ppm) of polysaccharide fraction SMP-NP.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Residues</th>
<th align="center" valign="top">C-1/H-1</th>
<th align="center" valign="top">C-2/H-2</th>
<th align="center" valign="top">C-3/H-3</th>
<th align="center" valign="top">C-4/H-4</th>
<th align="center" valign="top">C-5/H-5</th>
<th align="center" valign="top">C-6/H-6</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1&#x2009;&#x2192;&#x2009;2-&#x03B2;-D-Fru<italic>f</italic></td>
<td align="center" valign="top">62.63/3.85</td>
<td align="center" valign="top">103.17</td>
<td align="center" valign="top">76.49/4.27</td>
<td align="center" valign="top">74.63/4.14</td>
<td align="center" valign="top">81.05/3.88</td>
<td align="center" valign="top">63.85/3.85</td>
</tr>
<tr>
<td align="left" valign="top" rowspan="2">1,2,6-&#x03B2;-D-Fru<italic>f</italic> T-&#x03B2;-D-Fru<italic>f</italic></td>
<td align="center" valign="top">60.50/3.84</td>
<td align="center" valign="top">103.65</td>
<td align="center" valign="top">76.72/4.14</td>
<td align="center" valign="top">75.02/4.09</td>
<td align="center" valign="top">80.97/3.61</td>
<td align="center" valign="top">62.34/3.74</td>
</tr>
<tr>
<td align="center" valign="top">60.40/3.66</td>
<td align="center" valign="top">103.79</td>
<td align="center" valign="top">76.71/4.09</td>
<td align="center" valign="top">74.67/4.01</td>
<td align="center" valign="top">81.16/3.76</td>
<td align="center" valign="top">63.33/3.58</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2009;&#x2192;&#x2009;4-&#x03B1;-D-Glc<italic>p</italic></td>
<td align="center" valign="top">99.58/5.31</td>
<td align="center" valign="top">74.63/3.56</td>
<td align="center" valign="top">74.41/4.01</td>
<td align="center" valign="top">80.20/3.70</td>
<td align="center" valign="top">71.14/4.29</td>
<td align="center" valign="top">60.4/3.85</td>
</tr>
<tr>
<td align="left" valign="top">1&#x2009;&#x2192;&#x2009;6-&#x03B1;-D-Glc<italic>p</italic></td>
<td align="center" valign="top">98.04/5.13</td>
<td align="center" valign="top">71.50/3.61</td>
<td align="center" valign="top">74.41/3.76</td>
<td align="center" valign="top">69.64/3.58</td>
<td align="center" valign="top">69.17/3.96</td>
<td align="center" valign="top">63.95/3.92</td>
</tr>
<tr>
<td align="left" valign="top">T-&#x03B1;-D-Glc<italic>p</italic></td>
<td align="center" valign="top">92.13/5.27</td>
<td align="center" valign="top">71.14/3.45</td>
<td align="center" valign="top">73.21/3.76</td>
<td align="center" valign="top">74.34/3.89</td>
<td align="center" valign="top">74.63/3.74</td>
<td align="center" valign="top">60.72/3.66</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec38">
<label>3.6.2.</label>
<title>NMR analysis of SMP-AP</title>
<p>The <sup>1</sup>H spectrum of SMP-AP is shown in <xref rid="fig5" ref-type="fig">Figure 5A</xref>, and the <sup>13</sup>C spectrum is shown in <xref rid="fig5" ref-type="fig">Figure 5B</xref>. The signals of &#x03B4; 17.69&#x2009;ppm and &#x03B4; 94.89&#x2009;ppm in <sup>13</sup>C-NMR spectra were assigned to C-6 and C-2 of Rha<italic>p</italic>. The signals of &#x03B4; 1.31&#x2009;ppm and &#x03B4; 5.30&#x2009;ppm were assigned to H-6 and H-2 of Rha<italic>p</italic>. Taken together, those results indicated the presence of &#x03B1;-1,2-Rha<italic>p</italic> in SMP-AP (<xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref31">31</xref>). The signals &#x03B4; 170&#x2013;173.55&#x2009;ppm were assigned to C-6 of carboxyl signal peaks. This indicated that SMP-AP contains Gal<italic>p</italic>A residues. The chemical shift of H-1 was &#x03B4; 4.57&#x2009;ppm, and the chemical shift of C-1 was &#x03B4; 98.76&#x2009;ppm. This suggested that the residue is &#x03B1;-D-GalA<italic>p</italic>. In addition, <sup>13</sup>C-NMR results showed that the H-1 proton signals of Ara were mainly concentrated around &#x03B4; 5.0&#x2013;5.25&#x2009;ppm, while the C-1 carbon signals were mainly concentrated around &#x03B4; 107&#x2009;&#x2212;&#x2009;112&#x2009;ppm (<xref ref-type="bibr" rid="ref31 ref32 ref33 ref34 ref35 ref36 ref37">31&#x2013;37</xref>). According to the literature, the signal at &#x03B4; 5.14&#x2009;ppm was assigned to H-1 of &#x03B1;-D-Gal<italic>p</italic>, and the C-1 carbon signal of this residue was at &#x03B4; 102.01&#x2009;ppm (<xref ref-type="bibr" rid="ref38">38</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>The 1D NMR spectrum of SMP-NP in D<sub>2</sub>O <bold>(A)</bold> <sup>1</sup>H NMR spectrum; <bold>(B)</bold> <sup>13</sup>C NMR spectrum.</p>
</caption>
<graphic xlink:href="fnut-10-1183096-g005.tif"/>
</fig>
<p>Based on the above structural analysis of SMP-AP, the main backbone of SMP-AP was &#x03B1;-(1&#x2009;&#x2192;&#x2009;3)-Glc<italic>p</italic>, which is a typical glucan structure. At the same time, &#x03B1;-(1&#x2009;&#x2192;&#x2009;4)-GalA and &#x03B1;-L-(1&#x2009;&#x2192;&#x2009;4)-Rha<italic>p</italic> are on the main chain of SMP-AP, which is a typical RG-I pectin structure. In addition, there were Ara<italic>f</italic> and Gal<italic>p</italic> residues on the 2<sup>nd</sup> position of Rha<italic>p</italic> as branch chain connections. So, we speculated that there were a few arabinogalactan residues in SMP-AP. We concluded that SMP-AP is an acidic polysaccharide composed of glucan and RG-I pectin that has a small amount of arabingalactan linked to it as branched chains (<xref ref-type="bibr" rid="ref39">39</xref>).</p>
</sec>
</sec>
<sec id="sec39">
<label>3.7.</label>
<title>Prebiotic activity</title>
<p>Five <italic>Lactobacilli</italic> strains were cultured in a medium with different carbon sources, and their density was evaluated after 48&#x2009;h. As shown in <xref rid="tab8" ref-type="table">Table 8</xref>, the bacterial density and the bacterial density increment of the SMP-NP group were significantly higher than those in the saline group (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). This indicated that five different <italic>Lactobacilli</italic> strains can ferment and utilize SMP-NP as a carbon source to support their proliferation <italic>in vitro</italic>. We then compared this with Orafti<sup>&#x00AE;</sup>HP (DPn&#x2009;&#x2265;&#x2009;23). When p95s (DPn 2&#x2013;9) was used as a carbon source, four <italic>Lactobacilli</italic> strains showed better growth and greater changes in bacterial density. This suggested that P95s were an easily used carbon source for these four different <italic>Lactobacilli</italic> strains. The effect of SMP-NP on the proliferation of the five different <italic>Lactobacilli</italic> strains was similar to that of P95s.</p>
<table-wrap position="float" id="tab8">
<label>Table 8</label>
<caption>
<p>Capacity to ferment SMP-NP or commercial prebiotics by <italic>Lactobacilli</italic> strains.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">
<italic>Lactobacillus strain</italic>
</th>
<th align="center" valign="middle">P95s</th>
<th align="center" valign="middle">Orafti<sup>&#x00AE;</sup>HP</th>
<th align="center" valign="middle">SMP-NP</th>
<th align="center" valign="middle">Glc</th>
<th align="center" valign="middle">Saline</th>
<th align="center" valign="middle">MRS</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle"><italic>L. plantarum</italic>X3</td>
<td align="char" valign="middle" char="&#x00B1;">0.38 &#x00B1; 0.03<sup>cB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.22 &#x00B1; 0.06<sup>dC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.42 &#x00B1; 0.07<sup>dB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.48 &#x00B1; 0.02<sup>eB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.12 &#x00B1; 0.00<sup>bD</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.94 &#x00B1; 0.03<sup>aA</sup></td>
</tr>
<tr>
<td align="left" valign="middle"><italic>L. johnsonii</italic> BS15</td>
<td align="char" valign="middle" char="&#x00B1;">0.59 &#x00B1; 0.01<sup>bC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.63 &#x00B1; 0.05<sup>bC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.6 &#x00B1; 0.06<sup>cC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.83 &#x00B1; 0.00<sup>bB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.02 &#x00B1; 0.00<sup>dD</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.44 &#x00B1; 0.02<sup>dA</sup></td>
</tr>
<tr>
<td align="left" valign="middle"><italic>L.plantarum</italic>BS10</td>
<td align="char" valign="middle" char="&#x00B1;">0.59 &#x00B1; 0.03<sup>bC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.35 &#x00B1; 0.02<sup>cD</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.66 &#x00B1; 0.01<sup>bC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.1 &#x00B1; 0.00<sup>aB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.04 &#x00B1; 0.00<sup>dE</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.86 &#x00B1; 0.03<sup>bA</sup></td>
</tr>
<tr>
<td align="left" valign="middle"><italic>L. buchneri</italic> BSS1</td>
<td align="char" valign="middle" char="&#x00B1;">0.18 &#x00B1; 0.00<sup>dC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.13 &#x00B1; 0.00<sup>eC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.17 &#x00B1; 0.00<sup>eC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.73 &#x00B1; 0.01<sup>cB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.07 &#x00B1; 0.01<sup>cD</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.93 &#x00B1; 0.03<sup>aA</sup></td>
</tr>
<tr>
<td align="left" valign="middle"><italic>L. rhamnosus</italic>lgg</td>
<td align="char" valign="middle" char="&#x00B1;">0.73 &#x00B1; 0.12<sup>aB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.69 &#x00B1; 0.03<sup>aB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.77 &#x00B1; 0.04<sup>aB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.6 &#x00B1; 0.05<sup>dC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">0.22 &#x00B1; 0.07<sup>aD</sup></td>
<td align="char" valign="middle" char="&#x00B1;">1.97 &#x00B1; 0.00<sup>aA</sup></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>A vertical comparison of five different <italic>Lactobacilli</italic> strains showed that SMP-NP could promote the proliferation of five different <italic>Lactobacilli</italic> strains <italic>in vitro</italic>, but the extent to which the five <italic>Lactobacilli</italic> strains used SMP-NP was different. The greatest fermentation utilization rate of SMP-NP was by <italic>L. johnsonii</italic> BS15, and its bacterial density changed the most after 48&#x2009;h of fermentation, reaching 30 times that of the saline group (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.05). The utilization rate of SMP-NP by <italic>L. plantarum</italic> BS10 was also very good, and its bacterial density reached 16.5 times that of the saline group after 48&#x2009;h of fermentation. <italic>L. buchneri</italic> BSS1 utilization rate was relatively poor, and the bacterial density after 48&#x2009;h was about twice that of the saline group.</p>
<p>As shown in <xref rid="tab9" ref-type="table">Table 9</xref>, five different strains of <italic>Lactobacilli</italic> were cultured in an anaerobic environment and they each displayed different pH values in the culture medium. The pH values of the five media supplemented with SMP-NP decreased in varying degrees. In addition, the pH values of the media supplemented with MRS were significantly decreased. However, in the medium supplemented with SMP-NP, there was no significant difference in the degree of pH reduction among the five <italic>Lactobacilli</italic> strains. The decrease in pH was due to the metabolites produced by <italic>Lactobacilli</italic>, such as lactic acid, acetic acid, and other types of short fatty acids. The increase in bacterial density and lower pH indicated the growth of probiotics and the effective use of SMP-NP.</p>
<table-wrap position="float" id="tab9">
<label>Table 9</label>
<caption>
<p>The final pH of medium containing SMP-NP or commercially prebiotics by <italic>Lactobacilli</italic> strains.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="middle">
<italic>Lactobacillus strain</italic>
</th>
<th align="center" valign="middle">P95s</th>
<th align="center" valign="middle">Orafti<sup>&#x00AE;</sup>HP</th>
<th align="center" valign="middle">SMP-NP</th>
<th align="center" valign="middle">Glc</th>
<th align="center" valign="middle">Saline</th>
<th align="center" valign="middle">MRS</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="middle"><italic>L. plantarum</italic>X3</td>
<td align="char" valign="middle" char="&#x00B1;">5.4 &#x00B1; 0.00<sup>bB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.93 &#x00B1; 0.06<sup>aA</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.3 &#x00B1; 0.00<sup>bB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5 &#x00B1; 0.00<sup>bB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">6.2 &#x00B1; 0.00<sup>bA</sup></td>
<td align="char" valign="middle" char="&#x00B1;">4.5 &#x00B1; 0.10b<sup>cC</sup></td>
</tr>
<tr>
<td align="left" valign="middle"><italic>L. johnsonii</italic> BS15</td>
<td align="char" valign="middle" char="&#x00B1;">5.4 &#x00B1; 0.00<sup>bB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.33 &#x00B1; 0.06<sup>dB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.17 &#x00B1; 0.06<sup>bB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5 &#x00B1; 0.10<sup>bB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">6.17 &#x00B1; 0.06<sup>bA</sup></td>
<td align="char" valign="middle" char="&#x00B1;">4.33 &#x00B1; 0.15<sup>cC</sup></td>
</tr>
<tr>
<td align="left" valign="middle"><italic>L.plantarum</italic>BS10</td>
<td align="char" valign="middle" char="&#x00B1;">5.37 &#x00B1; 0.06<sup>cB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.63 &#x00B1; 0.06<sup>cB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.33 &#x00B1; 0.12<sup>bB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">4.87 &#x00B1; 0.06<sup>c</sup></td>
<td align="char" valign="middle" char="&#x00B1;">6.27 &#x00B1; 0.06<sup>abA</sup></td>
<td align="char" valign="middle" char="&#x00B1;">4.53 &#x00B1; 0.06<sup>bC</sup></td>
</tr>
<tr>
<td align="left" valign="middle"><italic>L. buchneri</italic> BSS1</td>
<td align="char" valign="middle" char="&#x00B1;">5.62 &#x00B1; 0.06<sup>aB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.67 &#x00B1; 0.06<sup>cB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.67 &#x00B1; 0.15<sup>aB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.43 &#x00B1; 0.06<sup>aB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">6.33 &#x00B1; 0.06<sup>aA</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5 &#x00B1; 0.10<sup>aC</sup></td>
</tr>
<tr>
<td align="left" valign="middle"><italic>L. rhamnosus</italic>lgg</td>
<td align="char" valign="middle" char="&#x00B1;">5.2 &#x00B1; 0.17<sup>dC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.77 &#x00B1; 0.12<sup>bB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.7 &#x00B1; 0.00<sup>aB</sup></td>
<td align="char" valign="middle" char="&#x00B1;">5.33 &#x00B1; 0.06<sup>aC</sup></td>
<td align="char" valign="middle" char="&#x00B1;">6.3 &#x00B1; 0.00<sup>aA</sup></td>
<td align="char" valign="middle" char="&#x00B1;">4.87 &#x00B1; 0.06<sup>aD</sup></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="sec40">
<label>3.8.</label>
<title>Anti-oxidant activity</title>
<p>To evaluate the antioxidant effect of SMP-AP on intestinal epithelial cells, a porcine jejunal epithelial cell line (IPEC-J2) treated with H<sub>2</sub>O<sub>2</sub> was used as an <italic>in vitro</italic> model. The results showed that H<sub>2</sub>O<sub>2</sub> treatment significantly inhibited the cell viability of IPEC-J2 cells and that SMP-AP could protect IPEC-J2 cells from this defect (<xref rid="fig6" ref-type="fig">Figure 6A</xref>). Further biochemistry measurements showed that in the group supplement with SMP-AP, total antioxidant capacity (T-AOC), glutathione peroxidase activity (GSH-Px) and superoxide dismutase activity (SOD) increased. However, lipid oxidation products&#x2014;MDA decreased, indicating that the protective effect of SMP-AP on oxidative stress may be due to it mediating the cellular antioxidant defense of IPEC-J2 cells (<xref rid="fig6" ref-type="fig">Figures 6B</xref>&#x2013;<xref rid="fig6" ref-type="fig">E</xref>). To analyze the regulatory mechanisms of SMA-AP in cellular antioxidant defense, we quantified the expressions of genes associated with these processes. First, we noted that in H<sub>2</sub>O<sub>2</sub>-treated IPEC-J2 cells supplied with SMA-AP, expressions of some critical antioxidant genes were significantly increased (<xref rid="fig6" ref-type="fig">Figures 6C</xref>,<xref rid="fig6" ref-type="fig">F&#x2013;I</xref>). These include antioxidant genes like catalase (CAT), glutathione peroxidase (GPX) and superoxidase dismutase (SOD), NQO-1. We concluded that this expression increase was responsible for increased cellular antioxidant defense activity. Secondly, we quantified the expression of the key transcriptional factor &#x2013;Nrf2, a direct regulator of these antioxidant genes. In doing so, we found that SMA-AP could also enhance the expression of Nrf2 in H<sub>2</sub>O<sub>2</sub>-treated IPEC-J2 cells (<xref rid="fig6" ref-type="fig">Figure 6J</xref>). In summary, our results indicated that SMA-AP could be used as an effective component to treat oxidative stress-related defects by regulating cellular antioxidant defense.</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>SMP-AP promote antioxidant defense of IPEC-J2 cells. <bold>(A)</bold> Quantification illustrates the cell viability of cells treated with 200&#x2009;&#x03BC;mol/mL H<sub>2</sub>O<sub>2</sub> for 24&#x2009;h and then with different concentrations of SMP-AP for 24&#x2009;h. <bold>(B)</bold> Quantification illustrates the level of T-AOC. <bold>(C&#x2013;E)</bold> Quantification illustrates the activity of GSH-Px, SOD and the level of MDA. <bold>(F&#x2013;J)</bold> qRT-PCR illustrates mRNA levels of CAT, GPX, SOD, NQO1 and Nrf2 in IPEC-J2 cells.</p>
</caption>
<graphic xlink:href="fnut-10-1183096-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="sec41" sec-type="discussions">
<label>4.</label>
<title>Discussion</title>
<sec id="sec42">
<label>4.1.</label>
<title>Optimization of extraction process of polysaccharide from Shenmai injection waste by response surface methodology</title>
<p><italic>Panax ginseng</italic> and <italic>O. japonicus</italic> are both traditional Chinese medicinal materials. Polysaccharide is one of the main active components of these two herbs and has been researched before. However, only a few studies focused on extracting SMP from the waste of the Shenmai injection. Through the optimal extraction conditions, 62.72% polysaccharide was obtained in this study. This proved that there were a large number of polysaccharide components in the production waste of the Shenmai injection, which needed further development and utilization.</p>
<p>Polysaccharide is a natural product and is supplied by several sources. Naturally, the technology used to extract it has always been the focus of research. Recently, there have been many reports on the extraction technology of polysaccharides from <italic>P. ginseng</italic> or <italic>O. japonicus.</italic> A study was conducted to investigate the effects of temperature, solid-material ratio, and extraction time on the yield of <italic>P. ginseng</italic> (<xref ref-type="bibr" rid="ref40">40</xref>). The results showed that the optimal extraction process was as follows: the liquid&#x2013;solid ratio was 12:1, the extraction time was 3.5&#x2009;h, the extraction temperature was 100&#x00B0;C, and it was extracted twice, the yield of polysaccharides from <italic>P. ginseng</italic> reached 22% under these conditions. However, another study showed that the optimal extraction process was when the ratio of material to liquid was 1:8, water bath extraction was used 3 times at 100&#x00B0;C and for 3&#x2009;h each time (<xref ref-type="bibr" rid="ref41">41</xref>). And yet, another study had optimum extraction conditions that put the extraction temperature at 100&#x00B0;C, extraction time at 4&#x2009;h, and the liquid&#x2013;solid ratio at 15:1 (<xref ref-type="bibr" rid="ref42">42</xref>). In our study, the optimal extraction temperature of SMP was 93&#x00B0;C, the extraction time was 27.94&#x2009;min, and the ratio of solvent to the material was 40&#x2009;mL/g. These large differences in optimization may be due to different material treatment methods. Most of the Chinese medicinal materials in the other studies were extracted by direct shearing, while in our study, the two medicinal materials were ground into powder for extraction. Many studies have shown that the effective components in plant cells can be dissolved only after infiltration, swelling, more infiltration, and then diffusion. However, the pulverization of medicinal materials can significantly improve the wall-breaking rate of plant cells, thereby improving the dissolution of effective components (<xref ref-type="bibr" rid="ref43">43</xref>, <xref ref-type="bibr" rid="ref44">44</xref>). This is likely the reason why we were able to have a high extraction rate of SMP in a short amount of time in this study. On a different note, other studies showed that the optimal water extraction process of <italic>O. japonicus</italic> polysaccharide was to extract twice at 100&#x00B0;C for 2&#x2009;h each time and to keep a liquid to material ratio of 6:1. The order of factors affecting the water extraction of <italic>O. japonicus</italic> polysaccharide was said to be: extraction time &#x003E; extraction temperature &#x003E; ratio of liquid to material &#x003E; extraction times (<xref ref-type="bibr" rid="ref45">45</xref>). However, the results of this study showed that the most influential factors on the polysaccharide were extraction temperature, extraction time, and then the ratio of solvent to material. The above differences may have been caused by the variety of medicinal materials, harvest time, and polysaccharide content (<xref ref-type="bibr" rid="ref46">46</xref>). Additionally, there are significant differences in the extraction rate and polysaccharide content of different herb medicines, so the combined extraction of red <italic>P. ginseng</italic> and <italic>O. japonicus</italic> may also be the reason for the differences in the extraction process between studies.</p>
</sec>
<sec id="sec43">
<label>4.2.</label>
<title>Isolation, purification, and structure elucidation of Shenmai polysaccharide</title>
<p>The structure of polysaccharides is closely related to biological activity. Polysaccharides with different structures have different pharmacological activities. The molecular weight is related to the advanced structures formed by the polysaccharides. Polysaccharide GRS1-I with a molecular weight of 4.611&#x2009;kDa was obtained from <italic>P. ginseng</italic> by the method of amylase and alcohol precipitation (<xref ref-type="bibr" rid="ref47">47</xref>). But another polysaccharide, this one with a molecular weight of 1.5&#x2009;kDa, was obtained from <italic>P. ginseng</italic> by ethanol precipitation at different concentrations (<xref ref-type="bibr" rid="ref41">41</xref>). The molecular weights of those two polysaccharides were much smaller than SMP-NP and SMP-AP. The different extraction conditions may be the reason for the differences in their molecular weights. However, another neutral polysaccharide fraction named, PGPW1, was isolated from <italic>P. ginseng</italic> with a <italic>Mw</italic> of 350&#x2009;kDa. This was higher than other reported <italic>P. ginseng</italic> polysaccharides (<xref ref-type="bibr" rid="ref48">48</xref>). Regarding the polysaccharides from <italic>O. japonicus</italic>, there were several studies reported, such as MD-1, MD-2, OJP1, and OJP1&#x2009;~&#x2009;4 that had <italic>Mw</italic> ranging from 2.70&#x2009;kDa to 324.65&#x2009;kDa (<xref ref-type="bibr" rid="ref28">28</xref>, <xref ref-type="bibr" rid="ref47">47</xref>). These polysaccharides were significantly different from the <italic>Mw</italic> of the two polysaccharide fractions obtained in the present study. This may be because the polysaccharides obtained in our study were isolated from a mixture of <italic>P.gingseng</italic> and <italic>O. japonicus</italic> rather than from a single plant.</p>
<p>Studies have shown that the polysaccharides in Chinese patent medicine may come from a single medicine and that new polysaccharides may be produced during the extraction process. Our results showed that the molar ratio of Fru and Glc was 35:1 and that the main connection between Fru was 2&#x2009;&#x2192;&#x2009;1 or 2&#x2009;&#x2192;&#x2009;6, which was very similar to the SMP-NP structure. Several studies were able to obtain a similar structure of polysaccharides from <italic>O. japonicus</italic>, but the molar ratio of Fru to Glc were 30:1 (<xref ref-type="bibr" rid="ref49">49</xref>), 15:1 (<xref ref-type="bibr" rid="ref50">50</xref>) and 12:1 (<xref ref-type="bibr" rid="ref51">51</xref>). WGPA-N and WGPN are neutral polysaccharides in <italic>P. ginseng</italic> that were eluted by distilled water (<xref ref-type="bibr" rid="ref52">52</xref>). The study found that those two neutral polysaccharides were composed of Glc, Gal, and Ara. The study also found that the molar ratio of these three monosaccharides was 3.3:95.3:1.3 and 18.0:66.3:15.7, respectively. Glc was mainly connected as 1&#x2009;&#x2192;&#x2009;4 or 1&#x2009;&#x2192;&#x2009;6, which was similar to how Glc connected in SMP-NP. Two other researchers extracted two neutral polysaccharides from <italic>P. ginseng</italic>, using different methods (<xref ref-type="bibr" rid="ref40">40</xref>), and found that those neutral polysaccharides not only contained Glc, Gal, and Ara but also held a small amount of mannose. The main linkage units of Glc were 1&#x2009;&#x2192;&#x2009;4 linked Glc, with a small amount of 1&#x2009;&#x2192;&#x2009;6 linked Glc, and the results were similar to SMP-NP. In summary, Fru in SMP-NP may come mainly from <italic>O. japonicus</italic>, while Glc may come mainly from <italic>P. ginseng</italic>. Some studies have shown that when the production process of polysaccharides is different, some polysaccharide components may change. These changes include things like losing a monosaccharide component or having inconsistent molar ratios of the monosaccharide (<xref ref-type="bibr" rid="ref53">53</xref>). This may be the reason why SMP-NP develops different monosaccharide molar ratios with <italic>P. ginseng</italic> and/or <italic>O. japonicus</italic> between studies.</p>
<p>Acidic polysaccharides are polysaccharides with carboxyl groups. Most of the acidic polysaccharides that came from <italic>P. ginseng</italic> are pectic polysaccharides. Fewer studies reported acidic polysaccharides coming from <italic>O. japonicus</italic>. SMP-AP is an acidic polysaccharide composed of GalA, Gal, Ara, Glc, and Rha. This is very similar to the structure of the <italic>P. ginseng</italic> acidic polysaccharide that has been previously published (<xref ref-type="bibr" rid="ref54 ref55 ref56">54&#x2013;56</xref>). It shows that in the acidic polysaccharide S-A-I from <italic>P. ginseng</italic>, with a Gal residue connected by 1&#x2009;&#x2192;&#x2009;6 GaL and further connected by 1&#x2009;&#x2192;&#x2009;5 or 1&#x2009;&#x2192;&#x2009;3, five Ara and GalA residues were presented as 1&#x2009;&#x2192;&#x2009;4 linked GalA. This is very similar to how the monosaccharides in SMP-AP are connected. The difference is that these <italic>P. ginseng</italic> acidic polysaccharides do not contain Glc. The results of the structural elucidation of WRGP indicated that the main component of WRGP was RG-I pectin and that it contained more of the AG type side chain. However, unlike SMP-AP, WRGP also contained manose. When isolated from <italic>P. ginseng</italic>, GPW-1, and GPW-2 have monosaccharide compositions similar to those of SMP-AP (<xref ref-type="bibr" rid="ref54">54</xref>). Another study showed that all six acidic pectins from <italic>P. ginseng</italic> have glycosidic linkages. This is also similar to SMP-AP (<xref ref-type="bibr" rid="ref57">57</xref>). Therefore, due to the similarity of glycosidic linkages and monosaccharide compositions, it is possible that the acidic polysaccharide of Shenmai injection waste mainly comes from <italic>P. ginseng</italic>. However, SMP-AP and the above-mentioned pectin showed different monosaccharide compositions and molar ratios. This may be due to the differences in materials, extraction, and purification methods, all of which can lead to changes in the monosaccharide composition.</p>
</sec>
<sec id="sec44">
<label>4.3.</label>
<title>Prebiotic activity</title>
<p>Prebiotics refer to organic substances that are not digested and absorbed by the host. Instead, they selectively promote the metabolism and proliferation of beneficial bacteria in the body, thereby improving the host&#x2019;s health (<xref ref-type="bibr" rid="ref58">58</xref>). Polysaccharides are one of the most common prebiotics. In this study, the density of multiple strains of <italic>Lactobacilli</italic> was measured after 48&#x2009;h of incubation. The degree of proliferation over 48&#x2009;h reflected the degree of carbon source utilization. The results showed that five different <italic>Lactobacilli</italic> strains could ferment and utilize SMP-NP as a carbon source. This increased bacterial density, indicating that SMP-NP could promote the proliferation of these five different <italic>Lactobacilli</italic> strains <italic>in vitro</italic>. At the same time, as the density of bacteria increased, their metabolites increased, such as lactic acid and acetic acid (<xref ref-type="bibr" rid="ref59">59</xref>, <xref ref-type="bibr" rid="ref60">60</xref>). This resulted in a decrease in the pH of the culture medium. After measuring the pH values of different <italic>Lactobacilli</italic> strains cultured on different media, it was found that the medium supplement with SMP-NP could get a pH value much lower than the saline group. In summary, SMP-NP can promote the proliferation of five <italic>Lactobacillus</italic> strains and reduce the pH of the culture medium, meaning it has potential prebiotic activity.</p>
</sec>
<sec id="sec45">
<label>4.4.</label>
<title>Anti-oxidant activity</title>
<p>Oxidative stress and disruption of the intracellular redox balance have been identified as the key potential factors in the progression of animal diseases (<xref ref-type="bibr" rid="ref61">61</xref>). With this in mind, SOD and CAT are important antioxidant enzymes. SOD plays a crucial role in balancing oxidative and antioxidant effects. It is a free radical scavenger that can scavenge superoxide anion radicals. Additionally, the high and low viability of SOD indirectly reflects the body&#x2019;s ability to scavenge free radicals (<xref ref-type="bibr" rid="ref62">62</xref>). CAT is a ubiquitous enzyme that efficiently promotes the decomposition of H<sub>2</sub>O<sub>2</sub> into H<sub>2</sub>O and O<sub>2</sub> to prevent cellular oxidative damage (<xref ref-type="bibr" rid="ref63">63</xref>, <xref ref-type="bibr" rid="ref64">64</xref>). MDA is the final product of these oxygen-free radicals&#x2019; lipid peroxidation (<xref ref-type="bibr" rid="ref65">65</xref>). The level of MDA content indirectly reflects the severity of the free radicals attacks on body cells.</p>
<p>In the past several decades, numerous natural polysaccharides and fructans have been shown to have significant antioxidant activity using different evaluation methods (<xref ref-type="bibr" rid="ref60">60</xref>). Our results indicated that SMP-AP exhibited significant antioxidant activity. The SMP used in this study were extracted from a combination of red <italic>P. ginseng</italic> and <italic>O. japonicus</italic>. However, numerous studies have shown that <italic>P. ginseng</italic> polysaccharides can significantly increase the levels of the antioxidant enzymes SOD, CAT, and GPX-Px, as well as the non-enzymatic compound reduced glutathione (GSH). These studies also showed that <italic>P. ginseng</italic> polysaccharides can decrease malondialdehyde (MDA) levels against oxidative stress (<xref ref-type="bibr" rid="ref66">66</xref>). The Shengmai injection was also investigated and had similar antioxidant activity, which was consistent with our study (<xref ref-type="bibr" rid="ref67">67</xref>). However, the mechanism of the antioxidant activity of polysaccharides is still unknown, which need further study in future.</p>
</sec>
</sec>
<sec id="sec46" sec-type="conclusions">
<label>5.</label>
<title>Conclusion</title>
<p>In this study, the optimal extraction conditions for crude polysaccharides from Shemmai injection waste were obtained by RSM. When the extraction temperature was at 93&#x00B0;C, the ratio of solvent to material was 40&#x2009;mL/g, and the extraction time was 30&#x2009;min, the maximum yield of SMP was 62.72%. After purification, a neutral fraction (SMP-NP) and an acidic fraction (SMP-AP) were obtained. The neutral fraction was a levan, and the acidic fraction was a pectic polysaccharide. SMP-NP could be fermented by five strains of Lactobacillus. It was able to reduce the pH of the culture medium, and it may be a potential prebiotic. The acidic polysaccharide SMP-AP exhibited potential antioxidant activity <italic>in vitro</italic>. All these results suggested that, due to its polysaccharides, Shemmai injection waste could be used to develop potential prebiotics and anti-oxidants.</p>
</sec>
<sec id="sec47" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="sec48">
<title>Author contributions</title>
<p>JK and Z-KZ: conceptualizaltion, methodology, validation, and investigation. JZ: software. Z-KZ: formal analysis and writing&#x2014;original draft preparation. L-XL: resources. JK and JZ: data curation. JZ, L-FH, and M-LT: writing&#x2014;review and editing. JK: visualization. L-XL and M-LT: supervision, project administration, and funding acquisition. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec49" sec-type="funding-information">
<title>Funding</title>
<p>This study was funded by National Natural Science Foundation of China, grant number 82004041.</p>
</sec>
<sec id="conf1" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<p>The authors are indebted to Suthajini Yogarajah, Department of Pharmaceutical Chemistry, University of Oslo, for the methanolysis and recording of the GC&#x2013;MS experiments in the determination of glycosidic linkages. The authors also acknowledge the support from Featured Medicinal Plants Sharing and Service Platform of Sichuan Province.</p>
</ack>
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