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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2023.1229177</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Interventional effects of oral microecological agents on perioperative indicators of colorectal cancer: a meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Xueyan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2325009"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pan</surname>
<given-names>Lijun</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Feiqing</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1648215"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Long</surname>
<given-names>Fengxi</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Bing</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tang</surname>
<given-names>Dongxin</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2361598"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>The First College of Clinical Medicine, Guizhou University of Traditional Chinese Medicine</institution>, <addr-line>Guiyang, Guizhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Medical Affairs, The First Affiliated Hospital of Guizhou University of Traditional Chinese Medicine</institution>, <addr-line>Guiyang, Guizhou</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Research Laboratory, The First Affiliated Hospital of Guizhou University of Traditional Chinese Medicine</institution>, <addr-line>Guiyang, Guizhou</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Development Planning Division, Guizhou University of Traditional Chinese Medicine</institution>, <addr-line>Guiyang, Guizhou</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Student Management Office, The First Affiliated Hospital of Guizhou University of Traditional Chinese Medicine</institution>, <addr-line>Guiyang, Guizhou</addr-line>, <country>China</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Dean&#x2019;s Office, The First Affiliated Hospital of Guizhou University of Traditional Chinese Medicine</institution>, <addr-line>Guiyang, Guizhou</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Huang He, Tianjin University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Hongwei Yao, Beijing Friendship Hospital, China; Li Zhang, University of Minnesota Twin Cities, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Dongxin Tang, <email xlink:href="mailto:tangdongxin1204@sina.com">tangdongxin1204@sina.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>13</volume>
<elocation-id>1229177</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>05</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Wang, Pan, Wang, Long, Yang and Tang</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Wang, Pan, Wang, Long, Yang and Tang</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>
<sec>
<title>Purpose</title>
<p>To investigate the efficacy of the application of microecological agents in patients with perioperative colorectal cancer.</p>
</sec>
<sec>
<title>Methods</title>
<p>The seven electronic databases including PubMed, Cochrane Library, Excerpt Medica Database (Embase), Web of Science (WOS), Chinese Biomedical Literature Database (CBM), China National Knowledge Infrastructure (CNKI), and Wan-fang Database were systematically searched for eligible studies from 2000 to February 2023.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 38 randomized controlled clinical trials were included in this study, with a total of 1765 patients in the microecological preparation group and 1769 patients in the control group. All data were analyzed using Review Manager 5.4 and R 4.2.2 software. Meta-analysis showed that in the perioperative period of colorectal cancer, the microecological agents group reduced patients&#x2019; adverse drug reactions, improved intestinal flora with <italic>Lactobacillus</italic> (SMD, 3.0858, [2.0197; 4.1520], p&lt; 0. 0001), <italic>Bifidobacterium</italic> (SMD, 2.1551, [1.6145; 2.6956], p&lt; 0.0001) and <italic>Escherichia coli</italic> (SMD, -1.1393, [-1.6247; -0.6538], p&lt; 0.0001); protection of intestinal mucosal barrier function, endotoxin (SMD, -2.6850 [-4.1399; -1.2301], p=0.0003), DAO (SMD, -2.5916, [-3.4694; -1.7137], p&lt;0.0001) and plasma D-lactate (SMD, -5.4726, [-9.8901; -1.0551], p= 0.0152), reduced inflammatory response, IL-6 (SMD, -3.1279 [-5.7706; -0.4852], p=0.0204) and CRP (SMD, -3.9698 [-7.6296; -0.3100], p=0.0335); improved the immune function of the organism, CD4+ (SMD, 1.5817 [1.0818; 2.0817], p&lt; 0.0001), CD4+/CD8+ (SMD, 1.2938 [0.9693; 1.6183] p&lt; 0.0001) and IgG (SMD, 1.1376 [0.2993; 1.9759] p=0.0078), improved short-term clinical efficacy, ORR (RR, 1.5105 [1.2306; 1.8541], p&lt; 0.0001) and DCR (RR, 0.3896 [0.2620; 0.5795], p&lt; 0.0001).</p>
</sec>
<sec>
<title>Conclusion</title>
<p>By increasing the number of beneficial flora such as <italic>Lactobacillus</italic> and <italic>Bifidobacterium</italic> and decreasing the number of harmful flora such as <italic>Escherichia coli</italic>, the micro-ecological preparation group is beneficial in improving the ecological dysregulation in colorectal cancer patients receiving different treatments in the perioperative period. The microecological preparation group was able to reduce many types of adverse drug reactions, such as infections and gastrointestinal discomfort, compared to the control group. The microecological agents also reduced inflammatory responses, decreased the increase in harmful metabolites, enhanced patients&#x2019; immune function, protected intestinal mucosal barrier function, and improved short-term clinical outcomes.</p>
</sec>
<sec>
<title>Systematic review registration</title>
<p>
<uri xlink:href="https://inplasy.com/inplasy-2023-4-0051/">https://inplasy.com/inplasy-2023-4-0051/</uri>, identifier INPLASY202340051.</p>
</sec>
</abstract>
<kwd-group>
<kwd>colorectal cancer</kwd>
<kwd>perioperative period</kwd>
<kwd>microecological agents</kwd>
<kwd>meta-analysis</kwd>
<kwd>intestinal flora</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="6"/>
<equation-count count="0"/>
<ref-count count="83"/>
<page-count count="15"/>
<word-count count="4491"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Gastrointestinal Cancers: Colorectal Cancer</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Colorectal cancer(CRC) is one of the top three causes of cancer deaths worldwide, and the number of cases and deaths are on the rise, and the incidence rate among young people (20-49 years old) has increased significantly, with CRC ranking third in incidence rate and second in mortality rate in 2020 (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Microorganisms play a crucial role in human health and disease development, colonizing various parts of our body (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>), and having different types of crosstalk with various organs, but the highest numbers are found in the intestine (<xref ref-type="bibr" rid="B6">6</xref>). Gut microbes interact with the immune system, providing signals to promote the maturation of immune cells and the normal development of immune function (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>), which in turn is a major force in the regulation of cancer. Studies have shown that the occurrence of CRC is closely related to disorders of the intestinal microbiota (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>CRC patients have significant ecological dysbiosis in their intestinal flora, and the various treatments that CRC patients receive during the perioperative period can cause changes in intestinal flora, and intestinal flora disorders can cause a series of adverse effects including increased intestinal inflammatory responses and harmful metabolites. In addition to preoperative mechanical bowel preparation, chemotherapy, radiotherapy, antibiotics and acid suppressants, CRC surgery itself and the stress response to surgery may also affect the intestinal flora and cause significant changes in the intestinal flora structure, which may affect postoperative recovery, short-term complications and long-term oncologic outcomes (<xref ref-type="bibr" rid="B10">10</xref>). In recent years, microecological preparations have been successfully used to improve the intestinal microbiota for the treatment of CRC and to mitigate treatment-mediated side effects (<xref ref-type="bibr" rid="B11">11</xref>). A large number of probiotic bacteria, their metabolites and other prebiotic components have been shown to influence CRC incidence and mediate intestinal immunity, while they also exhibit anti-inflammatory properties (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). Gut microbial metabolites, which are very important regulators of the interaction between the gut microbiota and the host immune system (<xref ref-type="bibr" rid="B14">14</xref>), are abundant and include short chain fatty acids (SCFAs), tryptophan metabolites, vitamins and bile acids. These metabolites have different functions, e.g. <italic>Clostridium difficile bacteria</italic>, <italic>Bifidobacterium bifidum</italic>, <italic>Streptococcus</italic> and <italic>Lactobacillus</italic> in the gut produce SCFAs that can modulate intestinal immune function by binding to G protein-coupled receptors (GPCRs), and inhibiting the activity of histone deacetylases (HDACs) (<xref ref-type="bibr" rid="B15">15</xref>). However, bound bile acids, such as glycochenodeoxycholic acid and glycodeoxycholic acid, promotes tumorigenesis by stimulating cancer cell growth and increasing IL-6 expression (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). And oral microecological agents, not only targeting systemic immunity, are also adept at managing mucosal immunity, thus addressing the inability of systemic immunity to affect the mucosal layer in the colon (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). Microecological preparation is a general term for a class of cultures (live bacteria, dead bacteria or their metabolites) that can effectively participate in the establishment of intestinal micro-ecological balance, promote the growth of normal flora and inhibit the proliferation of pathogens after ingestion by animals, which can improve the health status and growth performance of the organism (<xref ref-type="bibr" rid="B20">20</xref>). According to their material composition and mode of action, micro-ecological agents can be divided into three categories: probiotics, prebiotics and synbiotics (<xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>In this study, we conducted a systematic evaluation and meta-analysis of intestinal flora alterations, intestinal mucosal barrier-related factors, immune function-related indices, inflammatory factors, clinical efficacy and adverse effects produced after intervention with microecological agents in the perioperative period of CRC to provide a basis for the involvement of microecological agents in the perioperative treatment of CRC.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Methods</title>
<p>The protocol for this systematic review was registered on INPLASY (unique ID number) and is available in full at inpla sy.com (<ext-link ext-link-type="uri" xlink:href="https://inplasy.com/inplasy-2023-4-0051/">https://inplasy.com/inplasy-2023-4-0051/</ext-link>).</p>
<sec id="s2_1">
<label>2.1</label>
<title>Eligibility criteria and outcome measures</title>
<p>According to the PICOS acronym (<xref ref-type="bibr" rid="B22">22</xref>), the inclusion criteria were as follows:</p>
<p>Participants (P): &#x2460; All cases included in the study must have pathologically confirmed CRC, and no metastases to the liver or other sites &#x2461; No microecological agents, antibiotics or laxatives within 1 month prior to surgery, have an indication for surgery and undergo radical CRC surgery &#x2462; Approved by the hospital ethics committee, the patient and family understand and are informed, voluntarily participate in this study and sign the informed consent form &#x2463; No restrictions by gender, race or country were found.</p>
<p>Intervention(I): Randomized controlled clinical trial of oral microecological preparations in the perioperative period for colorectal cancer and the content of the microecological preparations is not limited.</p>
<p>Comparison(C): On the basis of the control group, patients in the test group received oral microecological preparations.</p>
<p>Outcomes(O): Clinical efficacy and safety of microecological agents.</p>
<p>Study design(S): Randomized controlled clinical trials.</p>
<p>Exclusion criteria (<xref ref-type="bibr" rid="B1">1</xref>): non-randomized controlled trials (<xref ref-type="bibr" rid="B2">2</xref>) unclear dose and periodicity of microecological agents (<xref ref-type="bibr" rid="B3">3</xref>) incomplete test results (<xref ref-type="bibr" rid="B4">4</xref>) lack of sufficient data.</p>
<p>The primary outcome included two efficacy measures: (I) changes in intestinal flora: mainly involving changes in the numbers of Lactobacillus, Bifidobacterium, Escherichia coli, and Enterococcus faecalis; and (II) adverse drug reactions, assessed by detecting hematologic toxicity (leukopenia), gastrointestinal reactions (nausea, vomiting, diarrhea, flatulence), infections (pulmonary, abdominal, urinary, intestinal, incisional), and anastomotic fistulas.</p>
<p>Secondary outcome indicators included four efficacy measures: (i) short-term clinical efficacy ORR, DCR, short-term clinical efficacy according to the World Health Organization (WHO) criteria and Response Evaluation Criteria in Solid Tumors (RECIST), short-term tumor remission including complete remission (CR), partial remission (PR), stable disease remission (SD), progressive disease remission (PD), ORR, disease control rate ORR was defined as the sum of CR and PR, and DCR was the sum of CR, PR, and SD; (ii) immune function indicators CD4+,CD8+,CD4+/CD8+, and IgA, IgG; (iii) intestinal mucosal barrier detection indicators endotoxin, Diamine oxidase (DAO), plasma D-lactate; (iv) inflammatory factors IL-6, TNF-&#x3b1;, CRP.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Search strategy and study selection</title>
<p>Literature search in both international (Cochrane Library, PubMed, EMBASE, and Web of Science) and Chinese (CBM, CNKI, and Wan-fang Database) databases will be systematically searched for eligible studies from 2000 to February 2023, were independently conducted by two researchers. First, the MeSH database was searched by entering Colorectal Cancer&#x3001;Intestinal flora&#x3001;Randomized controlled clinical trials in turn, and then by searching for the terms ((Colorectal Neoplasm or Colorectal Tumor or Colorectal Cancer or Colorectal Carcinoma) AND (Intestinal flora or Gastrointestinal Microbiome or Gut Microbiota or Gastrointestinal Microbial Community or Intestinal Microbiome)) AND (Controlled Clinical Trials, Randomized or Randomized controlled trials or Clinical Studies) or (((Colorectal Neoplasm or Colorectal Tumor or Colorectal Cancer or Colorectal Carcinoma) AND (Intestinal flora or Gastrointestinal Microbiome or Gut Microbiota or Gastrointestinal Microbial Community or Intestinal Microbiome)) AND (Controlled Clinical Trials, Randomized or Randomized controlled trials or Clinical Studies)) AND (Probiotic or Probiotics) for screening. Two investigators independently screened titles and abstracts and then read the full text of the relevant literature to confirm inclusion, and any discrepancies were discussed with a third investigator.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Data extraction</title>
<p>The following study and participant characteristics were extracted for this study, including first author, year of publication, study type, sample size, mean age of participants, drug type, drug intervention dose and duration, and outcome indicators. Any disagreements were resolved by consensus.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Quality assessment and evidence level</title>
<p>The quality of the studies was assessed by the Cochrane risk of bias tool Review Manager 5.4. Included studies were assessed at three levels, including low, unclear, and high risk of bias. The review criteria covered seven areas, including random sequence generation, allocation concealment, blinding of investigators sequence generation, allocation concealment, blinding of participants and staff, blinding of participants and staff for outcome assessment, blinding for outcome assessment, incomplete outcome data, selective reporting, and other sources of bias. Sources of bias.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Statistical analyses</title>
<p>Statistical analyses were performed using Review Manager 5.4 and R 4.2.2 software. The outcomes were mainly represented by risk ratio (RR) and standardized mean difference (SMD) with its 95% CIs. Two- tailed p&lt; 0.05 was considered to be statistically significant. Cochrane&#x2019;s Q test and I<sup>2</sup> statistics were used to assess heterogeneity between studies; p &#x2264; 0.1 or I<sup>2</sup> &gt; 50% indicated the presence of statistical heterogeneity, and a random-effects model was used to calculate the results when statistical heterogeneity was not present, and a fixed-effects model (common effects model) was used when statistical heterogeneity was not present. Publication bias was tested using funnel plot tests when more than 10 studies reported the same results. Sensitivity analyses were performed by removing one study at a time from the pooled analysis to explore the effect of individual studies on the pooled results. Subgroup analysis was performed according to whether or not combined chemotherapy was administered.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Literature search and study characteristics</title>
<p>A total of 405 papers were initially retrieved, and after screening titles and abstracts, 139 papers were entered for full-text reading, and 38 studies with a total of 1765 patients in the microecological preparation group and 1769 in the control group were finally included for meta-analysis (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). 38 studies were randomized controlled clinical studies, and their characteristics are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The flow charts of included studies.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1229177-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Methodological bias of the included studies</title>
<p>The method of random assignment was clearly described in all 38 studies, suggesting that there was no selection bias in all included samples. Blinding of investigators and subjects was explicitly mentioned l in some studies and not specifically described in others, suggesting possible implementation bias and measurement bias. All data were complete and did not appear to be selectively reported. Other biases are unclear, and the characteristics and quality of all included studies are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S1</bold>
</xref>.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Intestinal flora</title>
<p>30 (<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B52">52</xref>) reported alterations in intestinal flora (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>; <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S2</bold>
</xref>). <italic>Lactobacillus</italic> (I<sup>2 </sup>= 96.8), <italic>Bifidobacterium</italic> (I<sup>2</sup> = 95.3), <italic>Escherichia coli</italic> (I<sup>2</sup> = 94.4) and <italic>Enterococcus faecalis</italic> (I<sup>2</sup> = 98.1) were statistically heterogeneous, so the random- effects model was used for all four data. Meta-analysis showed that the microecological agents in the <italic>Lactobacillus</italic> (SMD, 3.0858, [2.0197; 4.1520], p&lt; 0.0001) in the microecological preparation group, both in combination with chemotherapy (SMD, 3.09, [2.02; 4.15], p&lt; 0.0001) and without chemotherapy (SMD, 3.75, [1.78; 5.73], p&lt; 0.0001), improved better than the control group. The same conclusion was found for <italic>Bifidobacterium</italic> (SMD, 2.1551, [1.6145; 2.6956], p&lt; 0.0001) and <italic>E. coli</italic> (SMD, -1.1393, [-1.6247; -0.6538], p&lt; 0.0001). No statistically significant results were found for both groups in <italic>Enterococcus faecalis</italic> (SMD, -0.7515, [-1.6823; 0.1792], p=0.1135&gt;0.05).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Results of meta-analysis of intestinal flora.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Outcomes</th>
<th valign="middle" align="left">Trials</th>
<th valign="middle" align="left">SM</th>
<th valign="middle" align="left">SMD,95% CI</th>
<th valign="middle" align="left">I<sup>2</sup> (%)</th>
<th valign="middle" align="left">Q</th>
<th valign="middle" align="left">p</th>
<th valign="middle" align="left">PB</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Lactobacillus</italic>
</bold>
</td>
<td valign="middle" align="left">28</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">3.0858,<break/>[2.0197; 4.1520]</td>
<td valign="middle" align="left">96.8</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">Yes</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Bifidobacterium</italic>
</bold>
</td>
<td valign="middle" align="left">30</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">2.1551,<break/>[1.6145; 2.6956]</td>
<td valign="middle" align="left">95.3</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">Yes</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Escherichia coli</italic>
</bold>
</td>
<td valign="middle" align="left">29</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">-1.1393,<break/>[-1.6247; -0.6538]</td>
<td valign="middle" align="left">94.4</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">Yes</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Enterococcus faecalis</italic>
</bold>
</td>
<td valign="middle" align="left">24</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">-0.7515,<break/>[-1.6823; 0.1792]</td>
<td valign="middle" align="left">98.1</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">0.1135</td>
<td valign="middle" align="left">Yes</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Forest of all results are in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>.</p>
</fn>
<fn>
<p>CI, confidence interval; PB, Publication bias; SM, statistical method; SMD, Standardized mean difference.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Adverse drug reactions <bold>(A)</bold> Forest plot of lung infection analysis results. <bold>(B)</bold> Forest plot of incision infection analysis results. <bold>(C)</bold> Forest plot of leukopenia analysis results. <bold>(D)</bold> Forest plot of nausea analysis results. <bold>(E)</bold> Forest plot of vomiting analysis results. <bold>(F)</bold> Forest plot of diarrhea analysis results. <bold>(G)</bold> Forest plot of the results of the analysis of gastrointestinal distension. <bold>(H)</bold> Forest plot of the results of anastomotic fistula analysis. <bold>(I)</bold> Forest plot of the results of the analysis of abdominal infections. <bold>(J)</bold> Forest plot of urinary tract infection analysis results. <bold>(K)</bold> Forest plot of the results of the analysis of intestinal infections.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1229177-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Altered intestinal flora. <bold>(A)</bold> Forest plot of the results of <italic>Lactobacillus</italic> analysis. <bold>(B)</bold> Forest plot of the results of <italic>Bifidobacterium</italic> analysis. <bold>(C)</bold> Forest plot of the results of <italic>E. coli</italic> analysis. <bold>(D)</bold> Forest plot of the results of the analysis of <italic>Enterococcus faecalis</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1229177-g003.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Adverse drug reactions</title>
<p>A total of 29 trials (<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>&#x2013;<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B41">41</xref>&#x2013;<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B49">49</xref>&#x2013;<xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B53">53</xref>&#x2013;<xref ref-type="bibr" rid="B58">58</xref>) reported adverse drug reactions (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), with moderate heterogeneity in nausea (I<sup>2</sup> = 47.1). The results showed that compared to the control group, the microecological agent group showed pulmonary infection (RR, 0.3499, [0.1865; 0.6564], p=0.0011), incisional infection (RR, 0.3896, [0.2620; 0.5795], p&lt;0.0001), leukocytopenia (RR, 0.5684, [0.4228; 0.7642], p=0.0002), nausea (RR, 0.5679, [0.4294; 0.7511], p&lt;0.0001), vomiting (RR, 0.5679, [0.4294; 0.7511], p&lt;0.0001), diarrhea (RR, 0.3895, [0.2932; 0.5174], p&lt; 0.0001), gastrointestinal distention (RR, 0.4512, [0.2980; 0.6833], p=0.0002), and anastomotic fistula (RR, 0.3630, [0.1780; 0.7403], p=0.0053) were at low risk. The results between the two groups for abdominal infection (RR, 0.3333, [0.0914; 1.2154], p=0.0960), urinary tract infection (RR, 0.6699, [0.2863; 1.5675], p=0.3557), and intestinal infection (RR, 1.0523, [0.3494; 3.1693], p=0.9278) were not statistically significant.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Results of meta-analysis of adverse reactions.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Outcomes</th>
<th valign="middle" rowspan="2" align="left">Trials</th>
<th valign="middle" align="left">Microecological preparation group</th>
<th valign="middle" align="left">Control group</th>
<th valign="middle" rowspan="2" align="left">SM</th>
<th valign="middle" rowspan="2" align="left">RR,95% CI</th>
<th valign="middle" rowspan="2" align="left">I<sup>2</sup> (%)</th>
<th valign="middle" rowspan="2" align="left">Q</th>
<th valign="middle" rowspan="2" align="left">p</th>
<th valign="middle" rowspan="2" align="left">PB</th>
</tr>
<tr>
<td valign="middle" align="left">(Events/Total)</td>
<td valign="middle" align="left">(Events/Total)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>Lung infection</bold>
</td>
<td valign="middle" align="left">11</td>
<td valign="middle" align="left">11/513</td>
<td valign="middle" align="left">34/514</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">0.3499,<break/>[0.1865; 0.6564]</td>
<td valign="middle" align="left">0.0</td>
<td valign="middle" align="left">0.9776</td>
<td valign="middle" align="left">0.0011</td>
<td valign="middle" align="left">No</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Incisional infection</bold>
</td>
<td valign="middle" align="left">13</td>
<td valign="middle" align="left">31/704</td>
<td valign="middle" align="left">80/703</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">0.3896,<break/>[0.2620; 0.5795]</td>
<td valign="middle" align="left">0.0</td>
<td valign="middle" align="left">1.0000</td>
<td valign="middle" align="left">&lt;0.0001</td>
<td valign="middle" align="left">No</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Abdominal infection</bold>
</td>
<td valign="middle" align="left">5</td>
<td valign="middle" align="left">1/209</td>
<td valign="middle" align="left">7/209</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">0.3333,<break/>[0.0914; 1.2154]</td>
<td valign="middle" align="left">0.0</td>
<td valign="middle" align="left">0.9344</td>
<td valign="middle" align="left">0.0960</td>
<td valign="middle" align="left">No</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Urinary tract infection</bold>
</td>
<td valign="middle" align="left">5</td>
<td valign="middle" align="left">8/282</td>
<td valign="middle" align="left">12/284</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">0.6699,<break/>[0.2863; 1.5675]</td>
<td valign="middle" align="left">0.0</td>
<td valign="middle" align="left">0.8911</td>
<td valign="middle" align="left">0.3557</td>
<td valign="middle" align="left">No</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Intestinal infection</bold>
</td>
<td valign="middle" align="left">3</td>
<td valign="middle" align="left">5/156</td>
<td valign="middle" align="left">5/162</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">1.0523,<break/>[0.3494; 3.1693]</td>
<td valign="middle" align="left">0.0</td>
<td valign="middle" align="left">0.4571</td>
<td valign="middle" align="left">0.9278</td>
<td valign="middle" align="left">No</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Anastomotic fistula</bold>
</td>
<td valign="middle" align="left">7</td>
<td valign="middle" align="left">10/468</td>
<td valign="middle" align="left">27/461</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">0.3630,<break/>[0.1780; 0.7403]</td>
<td valign="middle" align="left">0.0</td>
<td valign="middle" align="left">0.9218</td>
<td valign="middle" align="left">0.0053</td>
<td valign="middle" align="left">No</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Lowered white blood cells</bold>
</td>
<td valign="middle" align="left">7</td>
<td valign="middle" align="left">44/324</td>
<td valign="middle" align="left">81/327</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">0.5684,<break/>[0.4228; 0.7642]</td>
<td valign="middle" align="left">30.9</td>
<td valign="middle" align="left">0.1922</td>
<td valign="middle" align="left">0.0002</td>
<td valign="middle" align="left">No</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Nausea</bold>
</td>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left">92/409</td>
<td valign="middle" align="left">171/414</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">0.5679,<break/>[0.4294; 0.7511]</td>
<td valign="middle" align="left">47.1</td>
<td valign="middle" align="left">0.0485</td>
<td valign="middle" align="left">&lt;0.0001</td>
<td valign="middle" align="left">Unclear</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Vomiting</bold>
</td>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left">72/409</td>
<td valign="middle" align="left">146/414</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">0.5062,<break/>[0.4033; 0.6353]</td>
<td valign="middle" align="left">2.5</td>
<td valign="middle" align="left">0.4163</td>
<td valign="middle" align="left">&lt;0.0001</td>
<td valign="middle" align="left">No</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Diarrhea</bold>
</td>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left">49/393</td>
<td valign="middle" align="left">130/398</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">0.3895,<break/>[0.2932; 0.5174]</td>
<td valign="middle" align="left">0.0</td>
<td valign="middle" align="left">0.9802</td>
<td valign="middle" align="left">&lt;0.0001</td>
<td valign="middle" align="left">No</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Gastrointestinal distention</bold>
</td>
<td valign="middle" align="left">5</td>
<td valign="middle" align="left">24/183</td>
<td valign="middle" align="left">56/187</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">0.4512,<break/>[0.2980; 0.6833]</td>
<td valign="middle" align="left">35.8</td>
<td valign="middle" align="left">0.1828</td>
<td valign="middle" align="left">0.0002</td>
<td valign="middle" align="left">No</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Forest of all results are in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>.</p>
</fn>
<fn>
<p>CI, confidence interval; CEM, common effects model; PB, Publication bias; REM, random- effects model; RR, relative ratio; SM, statistical method.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Short-term clinical efficacy</title>
<p>A total of 293 subjects from 3 trials (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B39">39</xref>)reported short-term clinical efficacy (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). meta-analysis showed no heterogeneity in ORR and DCR results (I<sup>2</sup> = 0). Compared with the control group, the microecological preparation group had better ORR (RR, 1.5105 [1.2306; 1.8541], p&lt; 0.0001) and DCR (RR, 0.3896 [0.2620; 0.5795], p&lt; 0.0001).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Results of meta-analysis of Short-term clinical efficacy.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Outcomes</th>
<th valign="middle" rowspan="2" align="center">Trials</th>
<th valign="middle" align="center">Microecological preparation group</th>
<th valign="middle" align="center">Control group</th>
<th valign="middle" rowspan="2" align="center">SM</th>
<th valign="middle" rowspan="2" align="center">RR,95% CI</th>
<th valign="middle" rowspan="2" align="center">I<sup>2</sup> (%)</th>
<th valign="middle" rowspan="2" align="center">Q</th>
<th valign="middle" rowspan="2" align="center">p</th>
<th valign="middle" rowspan="2" align="center">PB</th>
</tr>
<tr>
<td valign="middle" align="left">(Events/Total)</td>
<td valign="middle" align="left">(Events/Total)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>ORR</bold>
</td>
<td valign="middle" align="left">3</td>
<td valign="middle" align="left">102/147</td>
<td valign="middle" align="left">67/146</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">1.5105,<break/>[1.2306; 1.8541]</td>
<td valign="middle" align="left">0.0</td>
<td valign="middle" align="left">0.7231</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">No</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>DCR</bold>
</td>
<td valign="middle" align="left">3</td>
<td valign="middle" align="left">136/147</td>
<td valign="middle" align="left">120/146</td>
<td valign="middle" align="left">CEM</td>
<td valign="middle" align="left">0.3896,<break/>[0.2620; 0.5795]</td>
<td valign="middle" align="left">0.0</td>
<td valign="middle" align="left">1.0000</td>
<td valign="middle" align="left">&lt;0.0001</td>
<td valign="middle" align="left">No</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Short-term clinical efficacy. <bold>(A)</bold> Forest plot of ORR analysis results. <bold>(B)</bold> Forest plot of DCR analysis results.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1229177-g004.tif"/>
</fig>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Intestinal mucosal barrier function</title>
<p>A total of 12 trials (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B32">32</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B49">49</xref>&#x2013;<xref ref-type="bibr" rid="B51">51</xref>, <xref ref-type="bibr" rid="B59">59</xref>) reported the detection of intestinal mucosal barrier-related factors (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>; <xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S3</bold>
</xref>), endotoxin (I<sup>2</sup> = 96.7), DAO (I<sup>2</sup> = 90.7) and plasma D-lactate (I<sup>2</sup> = 97.9) were statistically heterogeneous and therefore all were calculated using a random effects model. Meta-analysis results showed that compared to the control group, the microecological preparation group improved endotoxin (SMD, -2.6850[-4.1399; -1.2301], p=0.0003), DAO (SMD, -2.5916, [-3.4694; -1.7137], p&lt;0.0001) and plasma D-lactate (SMD, -5.4726, [-9.8901; -1.0551], p= 0.0152) better.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Results of meta-analysis of indicators related to intestinal mucosal barrier function.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Outcomes</th>
<th valign="middle" align="left">Trials</th>
<th valign="middle" align="left">SM</th>
<th valign="middle" align="left">SMD,95% CI</th>
<th valign="middle" align="left">I<sup>2</sup> (%)</th>
<th valign="middle" align="left">Q</th>
<th valign="middle" align="left">p</th>
<th valign="middle" align="left">PB</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>Endotoxin</bold>
</td>
<td valign="middle" align="left">7</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">-2.6850,<break/>[-4.1399; -1.2301]</td>
<td valign="middle" align="left">96.7</td>
<td valign="middle" align="left">&lt;0.0001</td>
<td valign="middle" align="left">0.0003</td>
<td valign="middle" align="left">Yes</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>DAO</bold>
</td>
<td valign="middle" align="left">5</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">-2.5916,<break/>[-3.4694; -1.7137]</td>
<td valign="middle" align="left">90.7</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">Yes</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>Plasma D-lactate</bold>
</td>
<td valign="middle" align="left">6</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">-5.4726,<break/>[-9.8901; -1.0551]</td>
<td valign="middle" align="left">97.9</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">0.0152</td>
<td valign="middle" align="left">Yes</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Intestinal mucosal barrier function. <bold>(A)</bold> Forest plot of endotoxin analysis results. <bold>(B)</bold> Forest plot of DAO analysis results. <bold>(C)</bold> Forest plot of plasma D-lactate analysis results.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1229177-g005.tif"/>
</fig>
</sec>
<sec id="s3_7">
<label>3.7</label>
<title>Immune function</title>
<p>A total of 19 trials (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B59">59</xref>, <xref ref-type="bibr" rid="B60">60</xref>) reported immune function-related indices (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>; <xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S4</bold>
</xref>), CD4+(I<sup>2</sup> = 90.5), CD8+ (I<sup>2</sup> = 94.3), CD4+/CD8+ (I<sup>2</sup> = 85.8), IgA (I<sup>2 </sup>= 85.2), IgG (I<sup>2</sup> = 93.2) were statistically heterogeneous, so a random-effects model was used. Meta-analysis results showed that the microecological preparation group improved CD4+ (SMD, 1.5817 [1.0818; 2.0817], p&lt; 0.0001) CD4+/CD8+ (SMD, 1.2938[0.9693; 1.6183] p&lt; 0.0001) and IgG (SMD, 1.1376[0.2993; 1.9759] p=0.0078) compared to the control group. The difference between the two groups for CD8+ (SMD, -0.6248[-1.1885; -0.0611] p=0.0298) and IgA (SMD, 0.4396 [-0.1487; 1.0279], p= 0.1430) were not statistically significant.</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Results of meta-analysis of immune function-related indicators.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Outcomes</th>
<th valign="middle" align="left">Trials</th>
<th valign="middle" align="left">SM</th>
<th valign="middle" align="left">SMD,95% CI</th>
<th valign="middle" align="left">I<sup>2</sup> (%)</th>
<th valign="middle" align="left">Q</th>
<th valign="middle" align="left">p</th>
<th valign="middle" align="left">PB</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>CD4<sup>+</sup>
</bold>
</td>
<td valign="middle" align="left">14</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">1.5817,<break/>[1.0818; 2.0817]</td>
<td valign="middle" align="left">90.5</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">Yes</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>CD8<sup>+</sup>
</bold>
</td>
<td valign="middle" align="left">14</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">-0.6248,<break/>[-1.1885; -0.0611]</td>
<td valign="middle" align="left">94.3</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">0.0298</td>
<td valign="middle" align="left">Yes</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>CD4<sup>+</sup>/CD8<sup>+</sup>
</bold>
</td>
<td valign="middle" align="left">13</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">1.2938,<break/>[0.9693; 1.6183]</td>
<td valign="middle" align="left">85.8</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">Yes</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>IgA</bold>
</td>
<td valign="middle" align="left">4</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">0.4396,<break/>[-0.1487; 1.0279]</td>
<td valign="middle" align="left">85.2</td>
<td valign="middle" align="left">0.0001</td>
<td valign="middle" align="left">0.1430</td>
<td valign="middle" align="left">Yes</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>IgG</bold>
</td>
<td valign="middle" align="left">5</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">1.1376,<break/>[0.2993; 1.9759]</td>
<td valign="middle" align="left">93.2</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">0.0078</td>
<td valign="middle" align="left">Yes</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Immune function <bold>(A)</bold> Forest plot of CD4<sup>+</sup> analysis results. <bold>(B)</bold> Forest plot of CD8<sup>+</sup> analysis results. <bold>(C)</bold> Forest plot of CD4<sup>+</sup>/CD8<sup>+</sup> analysis results. <bold>(D)</bold> Forest plot of IgA analysis results. <bold>(E)</bold> Forest plot of IgG analysis results.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1229177-g006.tif"/>
</fig>
</sec>
<sec id="s3_8">
<label>3.8</label>
<title>Inflammatory factors</title>
<p>A total of 12 trials (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B55">55</xref>, <xref ref-type="bibr" rid="B56">56</xref>) reported on inflammatory factor-related indices (<xref ref-type="table" rid="T6">
<bold>Table&#xa0;6</bold>
</xref>; <xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>S5</bold>
</xref>). IL-6 (I<sup>2</sup> = 95.6), TNF-&#x3b1; (I<sup>2</sup> = 94.4), and CRP (I<sup>2</sup> = 96.1) were statistically heterogeneous, so a random-effects model was chosen. IL-6 (SMD, -3.1279[-5.7706; -0.4852], p=0.0204) and CRP (SMD, -3.9698[-7.6296; -0.3100], p=0.0335) were improved in the microecological preparation group compared to the control group. no statistical difference was found in TNF-&#x3b1; (SMD, -5.8744[-13.7876; 2.0388], p=0.1457) between the two groups.</p>
<table-wrap id="T6" position="float">
<label>Table&#xa0;6</label>
<caption>
<p>Results of meta-analysis of indicators related to inflammatory factors.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Outcomes</th>
<th valign="middle" align="left">Trials</th>
<th valign="middle" align="left">SM</th>
<th valign="middle" align="left">SMD,95% CI</th>
<th valign="middle" align="left">I<sup>2</sup> (%)</th>
<th valign="middle" align="left">Q</th>
<th valign="middle" align="left">p</th>
<th valign="middle" align="left">PB</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<bold>IL-6</bold>
</td>
<td valign="middle" align="left">8</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">-3.1279,<break/>[-5.7706; -0.4852]</td>
<td valign="middle" align="left">95.6</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">0.0204</td>
<td valign="middle" align="left">Yes</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>TNF-&#x3b1;</bold>
</td>
<td valign="middle" align="left">10</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">-5.8744,<break/>[-13.7876; 2.0388]</td>
<td valign="middle" align="left">94.4</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">0.1457</td>
<td valign="middle" align="left">Yes</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>CRP</bold>
</td>
<td valign="middle" align="left">8</td>
<td valign="middle" align="left">REM</td>
<td valign="middle" align="left">-3.9698,<break/>[-7.6296; -0.3100]</td>
<td valign="middle" align="left">96.1</td>
<td valign="middle" align="left">&lt; 0.0001</td>
<td valign="middle" align="left">0.0335</td>
<td valign="middle" align="left">Yes</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Inflammatory factors. <bold>(A)</bold> Forest plot of IL-6 analysis results. <bold>(B)</bold> Forest plot of TNF-&#x3b1; analysis results. <bold>(C)</bold> Forest plot of CRP analysis results.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1229177-g007.tif"/>
</fig>
</sec>
<sec id="s3_9">
<label>3.9</label>
<title>Publication bias analysis</title>
<p>Funnel plots were used to examine Lactobacillus, Bifidobacterium, Escherichia coli, Enterococcus faecalis, Lung infection, Incisional infections, Nausea, Vomiting. Diarrhea, CD4+, CD8+, CD4+/CD8+, publication bias of TNF-&#x3b1; (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>).</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Publication bias analysis. <bold>(A)</bold> <italic>Lactobacillus</italic>. <bold>(B)</bold> <italic>Bifidobacterium</italic>. <bold>(C)</bold> <italic>Escherichia coli</italic>. <bold>(D)</bold> <italic>Enterococcus faecalis</italic>. <bold>(E)</bold> Lung infection <bold>(F)</bold> Incisional infections. <bold>(G)</bold> Nausea. <bold>(H)</bold> Vomiting. <bold>(I)</bold> Diarrhea. <bold>(J)</bold> CD4<sup>+</sup>. <bold>(K)</bold> CD8<sup>+</sup>. <bold>(L)</bold> CD4<sup>+</sup>/CD8<sup>+</sup>. <bold>(M)</bold> TNF-&#x3b1;.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-13-1229177-g008.tif"/>
</fig>
</sec>
<sec id="s3_10">
<label>3.10</label>
<title>Sensitivity analysis</title>
<p>To assess the stability of the results. The meta-analysis of the remaining literature was combined after sequentially excluding one literature, and the changes in the combined results were observed to assess whether the results of the original meta-analysis were significantly changed by certain studies (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S6</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>In recent years, a growing number of studies have shown that microecological agents can be used to treat CRC and alleviate side effects due to treatment. Meta-analysis included 38 trials containing 3,234 patients to assess whether the addition of microecological agents is beneficial in improving outcome indicators in the perioperative period of CRC.</p>
<p>The development of CRC is strongly associated with disturbances in the gut microbiota. The data showed that the microecological preparation group was beneficial in improving the ecological dysbiosis brought about by various treatments received by CRC patients in the perioperative period, increasing the number of beneficial flora such as <italic>Lactobacillus</italic> and <italic>Bifidobacterium</italic>, while reducing harmful flora such as <italic>E. coli</italic>. However, under certain conditions, it may have the opposite effect. <italic>Bifidobacteria</italic> may play an important role in altering host metabolism during parasitic infections, thereby promoting the development of cholangiocarcinoma (CC) (<xref ref-type="bibr" rid="B61">61</xref>). In intrahepatic cholangiocarcinoma (ICC), <italic>Lactobacillus</italic> and <italic>Alloscardovia</italic> were positively correlated with taurocholanol deoxycholic acid. Plasma tauroarsodeoxycholic acid was negatively correlated with Pseudomonas spp. and survival time, but positively correlated with vascular invasion (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B62">62</xref>).</p>
<p>CRC surgery itself and the stress response to surgery can affect patients&#x2019; postoperative recovery as well as short-term complications. Compared with the control group, the microecological preparation group was able to reduce many types of adverse drug reactions such as infections and gastrointestinal discomfort. The intestinal microflora can influence the efficacy and adverse effects of chemotherapeutic drugs by regulating the body&#x2019;s immune response (<xref ref-type="bibr" rid="B63">63</xref>, <xref ref-type="bibr" rid="B64">64</xref>), regulating the body&#x2019;s hormone levels (<xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B66">66</xref>), regulating the body&#x2019;s metabolic levels (<xref ref-type="bibr" rid="B67">67</xref>, <xref ref-type="bibr" rid="B68">68</xref>), and regulating the metabolism and transport of chemotherapeutic drugs (<xref ref-type="bibr" rid="B69">69</xref>&#x2013;<xref ref-type="bibr" rid="B72">72</xref>).Therefore, appropriate supplementation of probiotics, prebiotics or synbiotics by micro-ecological means is beneficial to regulate the homeostasis of the intestinal microflora and thus reduce the adverse effects of chemotherapeutic drugs.</p>
<p>At the same time, the microecological agents also reduced the inflammatory response, decreased the increase of harmful metabolites, enhanced the immune function of patients, and improved short-term clinical outcomes. The harmful metabolites of the gut flora, such as ammonia, phenols and p-cresol, are involved in the development and progression of cancer through chronic inflammation and DNA damage (<xref ref-type="bibr" rid="B73">73</xref>, <xref ref-type="bibr" rid="B74">74</xref>). For example, high levels of lipopolysaccharide (LPS), entering the bloodstream can cause a number of severe pathophysiological responses, including fever, coagulation and shock, by disrupting the host&#x2019;s immune, complement and coagulation systems (<xref ref-type="bibr" rid="B75">75</xref>). Primary bile acids enter the large intestine and are converted by intestinal bacteria into secondary bile acids, a class of metabolites with pro-cancer effects that can promote tumour development by stimulating oxidative stress (e.g. reactive oxygen species and reactive nitrogen species), inducing cellular DNA damage and activating EGFR and NF-&#x3ba;B (<xref ref-type="bibr" rid="B76">76</xref>&#x2013;<xref ref-type="bibr" rid="B78">78</xref>).</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>The subtle interactions between the intestinal flora and human physiology can influence multiple aspects of health. Microbial-epithelial interactions can maintain intestinal barrier function, modulate resistance to infection and intestinal immune function, and maintain host metabolism.</p>
<p>CRC is one of the top three causes of cancer deaths worldwide, and surgery is the primary treatment for colorectal cancer. However, trauma, disturbance of normal intestinal flora, decreased intestinal mucosal barrier function, increased systemic inflammation, decreased immune function, and also the risk of postoperative infection may occur after surgery (<xref ref-type="bibr" rid="B79">79</xref>).</p>
<p>Probiotics have antitumor activity by a variety of mechanisms. The most common probiotic flora are two genera of <italic>Lactobacilli</italic> and <italic>Bifidobacteria</italic>, which are naturally present in the human digestive system. For example, antioxidants produced by <italic>Lactobacilli</italic> are able to fight against angiogenic factors, reduce DNA damage, reduce inflammation and tumor size, and inhibit the expression of tumor-specific proteins and polyamine components (<xref ref-type="bibr" rid="B80">80</xref>). In addition, prebiotics are fermentable components present in foods that alter the composition and activity of the intestinal microbiota and promote host health. One of the most commonly used prebiotics is resistant starch, which increases the biological activity of a wide range of probiotic bacteria, especially <italic>bifidobacteria</italic>, and modifies the immune response (<xref ref-type="bibr" rid="B81">81</xref>). Prebiotics are organic substances that are not digested or absorbed by the host, but can selectively promote the metabolism and proliferation of beneficial bacteria in the body, thereby improving the health of the host. Commonly used prebiotics include Fructo oligosaccharide, xylo-oligosaccharides and inulin. Studies have shown that Fructo oligosaccharide can reduce the number and activity of carcinogenic enzymes and regulate the body&#x2019;s immune capacity, and the short-chain fatty acids and lactic acid it ferments to produce in the colon can reduce intestinal pH and ammonia concentration, which is conducive to the reduction and inhibition of intestinal spoilage substances (<xref ref-type="bibr" rid="B82">82</xref>) Xylo-oligosaccharides can inhibit the invasion of exogenous pathogenic bacteria, improve the body&#x2019;s immune response and protect the barrier function of the intestinal mucosa (<xref ref-type="bibr" rid="B83">83</xref>).</p>
<p>Our study found that in the perioperative period of CRC, a more effective treatment regimen in the microecological agent group was accompanied by reduced adverse drug reactions in patients, improved intestinal flora, improved short-term clinical outcomes, enhanced body immune function, and reduced inflammatory responses. According to the World Health Organization, appropriate doses of probiotics are beneficial to human health. Proper consumption of microecological agents, such as probiotics or prebiotics, may be a promising way to prevent and treat CRC.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>Conceptualization: XW. Methodology: XW. Formal analysis and investigation: XW and LP. Writing&#x2014;original draft preparation: XW. Writing&#x2014;review and editing: XW, FW. Funding acquisition: DT and BY. Resources: XW. Supervision: DT and FL. All authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was financially supported by National Natural Science Foundation of China (nos. 82260957, 82274610, 81860819, 81960818),the Key Research on &#x201c;TCM Modernization&#x201d; of National Key Research and Development Plan(2019YFC171250401), Guizhou Traditional Chinese Medicine Tumor Inheritance and Science and Technology Innovation Talent Base (No. Deaf leader-[2018] No. 3), Guizhou high-level innovative talent training plan (100 levels) (no. Yankehe Talents [2016] no. 4032), TCM graduate school workstation (No. Teaching and research JYSZ-[2014]018), The Big Health Science and Technology Cooperation Project of the First Affiliated Hospital of Guizhou University of Traditional Chinese Medicine (No. Building branch [2019] 9&#x2013;2, No. Building branch [2019] 9-2-35, No. Building branch [2019] 9&#x2013;2-30), Guizhou Province Traditional Chinese Medicine Oncology Inheritance and Scientific and Technological Innovation Talent Team (Qian Kehe Platform Talents [2020]5013), Guizhou Provincial Science and Technology Plan Project (Qianke Foundation ZK[2022] 487, Qianke Foundation ZK[2022] 498,Qianke Foundation [2021] 095).</p>
</sec>
<sec id="s9" 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="s10" 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>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fonc.2023.1229177/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2023.1229177/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SF1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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