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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2024.1463848</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Efficacy of bifidobacterium-related preparations on depression: the first meta-analysis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Ruihan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2791319"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Yongsheng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2790531"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Public Health, Qilu Medical University</institution>, <addr-line>Zibo, Shandong</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Clinical Medicine, Qilu Medical University</institution>, <addr-line>Zibo, Shandong</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Georgios Mikellides, University of Nicosia, Cyprus</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Shabnam Nohesara, Iran University of Medical Sciences, Iran</p>
<p>Mesut Cetin, GATA Haydarpa&#x15f;a E&#x11f;itim Hastanesi, T&#xfc;rkiye</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yongsheng Liu, <email xlink:href="mailto:19862586881@163.com">19862586881@163.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1463848</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>07</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>05</day>
<month>09</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Huang and Liu</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Huang and Liu</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>Currently, depression-induced suicide has emerged as the primary contributor to the worldwide burden of disability. However, the prevailing drug treatment not only suffers from delayed effectiveness and limited efficacy, but also there are withdrawal symptoms and rebound phenomenon. Consequently, there is an imperative to investigate safer and more efficient treatments to ameliorate the clinical manifestations of depression. At present, there is increased evidence that probiotics can improve the symptoms of depression, but the existing studies use many and mixed types of probiotics, and it is impossible to determine the specific efficacy of bifidobacteria in the treatment of depression. This review will systematically review the effects of bifidobacteria on the treatment effect of depression, Meta-analysis showed that Bifidobacterium-related preparations effectively improved depressive symptoms in patients with depression. This&#xa0;study represents the initial meta-analysis conducted on the use of bifidobacteria-related agents for treating depression. The objective was to determine the effect of bifidobacteria-related preparations on improving depressive symptoms. We found that Bifidobacterium and its related agents can effectively reduce depression scale scores in patients with depression, suggesting the need for further research into this potential strategy for the prevention and treatment of depression.</p>
</abstract>
<kwd-group>
<kwd>psychobiotics</kwd>
<kwd>bifidobacterium</kwd>
<kwd>depression</kwd>
<kwd>treatment outcome</kwd>
<kwd>meta-analysis</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="61"/>
<page-count count="9"/>
<word-count count="3294"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Mood Disorders</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Depression is a prevalent psychiatric condition that can impact individuals indiscriminately. It is characterized by a prolonged and intense state of sadness, and some individuals may exhibit self-injurious behavior, suicidal tendencies, and in severe cases, may experience psychotic symptoms like delusions and hallucinations. According to the latest statistics of the World Health Organization (WHO), there are about 280 million people with depression in the world, accounting for about 3.8% of the total population, and the incidence rate of women is about 50% higher than that of men. Worldwide, more than 10% of pregnant women and women who have just given birth suffer from depression, and the lifetime prevalence of major depressive disorder ranges from 3% in Japan to 16.9% in the United States, resulting in suicide as the fourth leading cause of death among people aged 15-29 years (<xref ref-type="bibr" rid="B60">60</xref>).</p>
<p>Depression brings a heavy economic burden to the family and society (<xref ref-type="bibr" rid="B1">1</xref>), and the current treatment of depression is mainly based on medication, but more than half of patients with major depressive disorder still have insufficient response to antidepressants (<xref ref-type="bibr" rid="B2">2</xref>&#x2013;<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B7">7</xref>) and in special populations such as children, adolescents, and pregnant women, the availability of therapeutic agents is relatively limited (<xref ref-type="bibr" rid="B8">8</xref>). Therefore, further exploration of safer and more effective drugs remains an urgent need (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). Existing research suggests that probiotics may be able to play a significant role in the prevention and treatment of depression and have the advantage of being less addictive and less side effects (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>The basis for the mechanism of action of probiotics on depression stems from the interaction between the brain and gut microbiota. Intestines. The emerging concept of the brain axis suggests that the gut microbiota is closely related to mental disorders such as depression (<xref ref-type="bibr" rid="B10">10</xref>). Recent research has also shown that Probiotics can not only protect intestinal integrity but also enhance intestinal function. It can also affect brain function (<xref ref-type="bibr" rid="B11">11</xref>). This, in turn, enhances the survival and differentiation of neurons. Probiotics have been shown to be an adjunct therapy for the treatment of metabolic and psychiatric disorders (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>)and have been shown to be a variety of urgent, adjunctive therapeutics for chronic infections, cancers, inflammatory diseases, and cognitive and psychiatric disorders (<xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B15">15</xref>). It is expected to become an alternative to various chemicals, synthetic drugs and antibiotics (<xref ref-type="bibr" rid="B16">16</xref>). The regulation of gut microbiota by probiotics can alter brain function through the gut-brain axis and regulate mood (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>), which can have health benefits for people with mental illness when ingested in sufficient amounts. These probiotics are called psychoprobiotics (<xref ref-type="bibr" rid="B19">19</xref>), which communicate with the brain mainly through the pathway of vagus nerve, tryptophan metabolites and microbial products (<xref ref-type="bibr" rid="B20">20</xref>), By producing and delivering neuroactive substances that directly or indirectly regulate cognitive and emotional states (<xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>Recent meta-analyses have confirmed the effectiveness of probiotics in treating depression. A meta-analysis of 13 randomized controlled trials supported the use of probiotics in people with mild to moderate depression (<xref ref-type="bibr" rid="B22">22</xref>). The results of another meta-analysis of 34 controlled clinical trials support the efficacy of probiotics for depression and anxiety, and probiotics were observed to have the greatest effect on major depressive disorder (<xref ref-type="bibr" rid="B6">6</xref>). However, the heterogeneity of these studies in terms of probiotic strains makes it impossible to determine the different effects of different strains on improving depressive symptoms. Therefore, our study will narrow down the scope of probiotics and conduct a meta-analysis of controlled clinical trials of the efficacy of Bifidobacteria and their related agents in the treatment of depression.</p>
<p>Bifidobacterium is a typical intestinal probiotic, it is a gram-positive, non-motile, non-spore-forming obligate anaerobe, widely found in the digestive tract, vagina and oral cavity of humans and animals, and is one of the earliest and most abundant bacterial colonizers of the neonatal intestine (<xref ref-type="bibr" rid="B23">23</xref>), which accounts for more than 90% of the total microbiota in the infant&#x2019;s gastrointestinal tract (<xref ref-type="bibr" rid="B24">24</xref>). Bifidobacteria are present in the human gastrointestinal tract since birth and throughout human life. Studies have shown that several diseases are associated with decreased levels of bifidobacteria in the human gut microbiota (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Therefore, the content of bifidobacteria in the intestinal flora is of great significance for maintaining human health (<xref ref-type="bibr" rid="B27">27</xref>).</p>
<p>Bifidobacterium is one of the most widely used probiotics (<xref ref-type="bibr" rid="B28">28</xref>), which can have a positive impact on the intestine by reshaping the microecological balance inside the intestine (<xref ref-type="bibr" rid="B29">29</xref>) and improve the intestinal flora disorder in patients with depression. Studies have shown that long-term use of bifidobacterium can produce similar effects to antidepressants on relevant brain regions (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B31">31</xref>). There is growing evidence that bifidobacteria can improve symptoms of depression.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Inclusion criteria</title>
<p>According to the PICOS principles, the implementation is as follows: (1) the study subjects are patients with clear depressive symptom definition criteria, the course of the disease is not limited, the age is &#x2265; 18 years old, and voluntary participation; (2) The control group received conventional treatment or placebo; (3) Outcome measures: Hamilton depression, ruminant thinking, quality of life, four scales of Pittsburgh Sleep Quality Index, self-compassion questionnaire, mindfulness factor level, suicidal ideation; (4) The literature type was randomized controlled trials (RCTs) in Chinese and English.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Exclusion criteria</title>
<p>Exclusion criteria: (1) non-RCTs versus conference articles; (2) animal experiments, case studies, meta-analyses, and reviews; (3) The data is incomplete, and the full text cannot be obtained; (4)Tients with mental disorders other than depression.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Search strategy</title>
<p>Two reviewers used the keywords [bifidobacterium] and [depression OR depressive symptoms OR depressive symptom OR symptom, depressive OR emotional depression OR depression, emotional] in PubMed, EMBASE, Cochrane Library, China Journal Full-text Database, Wanfang Database, and China Biomedical Literature Database were searched and screened. The formulation of literature search strategy adopts techniques like combining subject headings and free words, restriction fields and Boolean logic. References and citations of RCTs and related reviews were also traced back to further ensure the recall of the literature search. Each search result was independently reviewed by two independent researchers, regardless of language, and the search time was from inception to March 2024.The search process is to first remove the duplicate literature, and then conduct a preliminary screening according to the title and abstract of the literature, determine the literature that needs to be screened for secondary screening, and obtain the full text. Read the full text to select eligible studies, i.e., the RCTs for inclusion. If data from eligible RCTs are incomplete, we will contact the corresponding authors by email to obtain the full data.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Data collection</title>
<p>The following data were extracted from the included RCTs: 1) first author, year of publication, country, title, etc.; 2) the diagnostic (screening) criteria, sample size, age, gender, interventions, comparators, course of treatment, and follow-up period of the study subjects; and 3) primary outcome measures and corresponding data (including after intervention and long-term follow-up).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Literature quality assessment and statistical analysis</title>
<p>Two authors independently assessed the quality of the included studies using the RCT risk of bias assessment tool from the Cochrane Handbook for Systematic Review of Interventions. Analyses using RevMan version 5.3 were used to provide 95% confidence intervals (CIs) for the effect of quantitative data, depending on whether the same measurement method and unit was used, weighted mean difference (WMD) or standardized mean difference (SMD). The I2 statistic and Q statistic were used to test for heterogeneity, and if I2 &#x2265; 50%, the results were considered to have significant heterogeneity, and the random-effects model was used to calculate the parameters. Conversely, if heterogeneity was small, a fixed-effect model was used for meta-analysis, P &lt; 0.05 was statistically significant. Funnel plot tests were used to assess publication bias. Sensitivity analyses were performed by excluding studies on a case-by-case basis. We also performed subgroup analyses by geography and type of depression. We analyzed the risk of bias for the efficacy of probiotics for each of the included randomized controlled trials using the Cochrane risk assessment tool. If there is significant clinical heterogeneity, subgroup analyses can be used to investigate the source of heterogeneity. Sensitivity analysis was performed using the case-by-case elimination method, and the funnel plot and Egger test were used to analyze the publication bias.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Included studies</title>
<p>1216 records were retrieved from the six databases and 203 duplicate records were deleted. After screening titles, abstracts, and full texts, 13 studies were finally included. A detailed screening flowchart for meta-analysis is shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>PRISMA flow chart of literature search.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-15-1463848-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Basic characteristics of the included studies</title>
<p>The 13 randomized controlled trials (RCTs) published between 2015 and 2024 involved individuals with depressive symptoms recruited from nine different countries. Out of these RCTs, three included patients diagnosed with major depressive disorder. The intervention measures were Bifidobacterium and its related preparations, and the intervention form included 6 lyophilized powders, 2 Bifidobacterium quadruple viable tablets, 4 capsules, and 1 spray-dried powder, and the course of treatment was 4 weeks ~ 12 weeks. Outcome measures involved scores on four self-rating scales for depressive symptoms, and in all cases, higher scores were associated with more severe depressive symptoms. See <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> for details.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Characteristics of included RCTs for meta-analysis.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Author, year</th>
<th valign="middle" align="left">Study sample</th>
<th valign="middle" align="left">Duration</th>
<th valign="middle" align="left">Bifidobacterium -related preparations</th>
<th valign="middle" align="left">Clinical Measure</th>
<th valign="middle" align="left">Country of origin</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Akkasheh, 2016 (<xref ref-type="bibr" rid="B32">32</xref>)</td>
<td valign="middle" align="left">N=40, MDD patients, Age 20 to 55 years</td>
<td valign="middle" align="left">8 weeks</td>
<td valign="middle" align="left">Capsule, 2&#xd7;109 CFU</td>
<td valign="middle" align="left">BDI</td>
<td valign="middle" align="left">Iran</td>
</tr>
<tr>
<td valign="middle" align="left">Boehme, 2023 (<xref ref-type="bibr" rid="B33">33</xref>)</td>
<td valign="middle" align="left">N=45, healthy adults, Age 25 to 65 years</td>
<td valign="middle" align="left">6 weeks</td>
<td valign="middle" align="left">Dry powder, 1&#xd7;1010 CFU</td>
<td valign="middle" align="left">HADS-D</td>
<td valign="middle" align="left">Switzerland</td>
</tr>
<tr>
<td valign="middle" align="left">Chen, 2022 (<xref ref-type="bibr" rid="B30">30</xref>)</td>
<td valign="middle" align="left">N=80, patients with PSD, Age 44 to 68 years</td>
<td valign="middle" align="left">8 weeks</td>
<td valign="middle" align="left">Bibiotic tetrad tablets,0.5&#xd7;107 CFU,3 times/day</td>
<td valign="middle" align="left">HAMD</td>
<td valign="middle" align="left">China</td>
</tr>
<tr>
<td valign="middle" align="left">Gawlik-Kotelnicka, 2023 (<xref ref-type="bibr" rid="B34">34</xref>)</td>
<td valign="middle" align="left">N=44, patients with Dep, Age &gt;18 years</td>
<td valign="middle" align="left">60 days</td>
<td valign="middle" align="left">Capsule, 3&#xd7;109 CFU</td>
<td valign="middle" align="left">MADRS</td>
<td valign="middle" align="left">Poland</td>
</tr>
<tr>
<td valign="middle" align="left">Haghighat, 2021 (<xref ref-type="bibr" rid="B35">35</xref>)</td>
<td valign="middle" align="left">N=65, patients with HD,Age 30 to 65 years</td>
<td valign="middle" align="left">12 weeks</td>
<td valign="middle" align="left">Freeze-dried,2.7&#xd7;107 CFU</td>
<td valign="middle" align="left">BDI</td>
<td valign="middle" align="left">Iran</td>
</tr>
<tr>
<td valign="middle" align="left">Kazemi, 2019 (<xref ref-type="bibr" rid="B36">36</xref>)</td>
<td valign="middle" align="left">N=54, Clinical MDD patients, Age 18 to 50 years</td>
<td valign="middle" align="left">8 weeks</td>
<td valign="middle" align="left">Freeze-dried,10&#xd7;109 CFU</td>
<td valign="middle" align="left">BDI</td>
<td valign="middle" align="left">Iran</td>
</tr>
<tr>
<td valign="middle" align="left">Lee, 2021 (<xref ref-type="bibr" rid="B37">37</xref>)</td>
<td valign="middle" align="left">N=156, healthy adults, Age 19 to 65 years</td>
<td valign="middle" align="left">8 weeks</td>
<td valign="middle" align="left">Capsule,2.5 &#xd7; 109CFU</td>
<td valign="middle" align="left">BDI</td>
<td valign="middle" align="left">Korea</td>
</tr>
<tr>
<td valign="middle" align="left">Patterson, 2024 (<xref ref-type="bibr" rid="B38">38</xref>)</td>
<td valign="middle" align="left">N=83, healthy adults,<break/>Age 18 to 45 years</td>
<td valign="middle" align="left">8 weeks</td>
<td valign="middle" align="left">Capsule,1&#xd7;109 CFU</td>
<td valign="middle" align="left">HADS-D</td>
<td valign="middle" align="left">Irdland</td>
</tr>
<tr>
<td valign="middle" align="left">Pinto-Sanchez, 2017 (<xref ref-type="bibr" rid="B39">39</xref>)</td>
<td valign="middle" align="left">N=44, patients with IBS and mild to moderate<break/>anxiety and/or Dep, Age 26 to 58 years</td>
<td valign="middle" align="left">10 weeks</td>
<td valign="middle" align="left">spray-dried,1 &#xd7; 1010 CFU</td>
<td valign="middle" align="left">HADS-D</td>
<td valign="middle" align="left">Canada</td>
</tr>
<tr>
<td valign="middle" align="left">Romijn, 2017 (<xref ref-type="bibr" rid="B40">40</xref>)</td>
<td valign="middle" align="left">N=79, patients with Dep, Age&gt;16 years</td>
<td valign="middle" align="left">8 weeks</td>
<td valign="middle" align="left">Freeze-dried, &#x2267;&#x338;3&#xd7;109 CFU</td>
<td valign="middle" align="left">MADRS</td>
<td valign="middle" align="left">New Zealand</td>
</tr>
<tr>
<td valign="middle" align="left">Steenbergen, 2015 (<xref ref-type="bibr" rid="B41">41</xref>)</td>
<td valign="middle" align="left">N=20, healthy adults, Mean age 20.2years &#xb1; 2.4</td>
<td valign="middle" align="left">4 weeks</td>
<td valign="middle" align="left">Freeze-dried,&gt;2.5&#xd7;109 CFU</td>
<td valign="middle" align="left">BDI</td>
<td valign="middle" align="left">Netherlands</td>
</tr>
<tr>
<td valign="middle" align="left">Tian, 2022 (<xref ref-type="bibr" rid="B42">42</xref>)</td>
<td valign="middle" align="left">N=45, patients with MDD,Mean age 51.32 years &#xb1; 16.11</td>
<td valign="middle" align="left">4 weeks</td>
<td valign="middle" align="left">Freeze-dried,1010 CFU</td>
<td valign="middle" align="left">HDRS-D</td>
<td valign="middle" align="left">China</td>
</tr>
<tr>
<td valign="middle" align="left">Yao, 2023 (<xref ref-type="bibr" rid="B43">43</xref>)</td>
<td valign="middle" align="left">N=108, patients with Dep, Age 49 to 74 years</td>
<td valign="middle" align="left">12 weeks</td>
<td valign="middle" align="left">Bibiotic tetrad tablets,0.5&#xd7;107 CFU 3 times/day</td>
<td valign="middle" align="left">HAMD</td>
<td valign="middle" align="left">China</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>MDD, Major depressive disorder; Dep, Depression; IBS, Irritable bowel syndrome; BDI, Beck Depression Inventory; HADS-D, Hospital Anxiety and Depression Scale; HAMD, Hamilton Depression Rating Scale; MADRS, Montgomery Asberg Depression Rating Scale.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Quality assessment</title>
<p>The interventional studies included in the review were evaluated based on the Cochrane risk assessment tool. Of the 13 intervention studies, four were classified as &#x2018;low risk of bias&#x2019;, two as &#x2018;some problems&#x2019; and seven as &#x2018;high risk&#x2019;. The risk of bias of all studies is shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>
<bold>(A)</bold> Risk of bias summary. <bold>(B)</bold> Risk of bias graph.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-15-1463848-g002.tif"/>
</fig>
<p>All 13 trials included in the study used probiotic preparations that contained Bifidobacterium. The duration of probiotic administration in each trial varied from 4 to 12 weeks. All 13 studies reported baseline data for each group. There were no statistically significant differences between baseline data within and between groups in the Bifidobacterium and placebo groups. At the end of treatment, Depression was lower in the 11-event bifidobacteria group than in the placebo group (<xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B32">32</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B44">44</xref>). No significant difference was observed between the bifidobacterial group and the placebo group in two items (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B40">40</xref>). As shown in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>, Meta-analysis comparing Bifidobacterium with controls showed MD= -0.49 (95%CI:-0.71, -0.26), p&lt;0.0001.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>
<bold>(A)</bold> General forest map of bifidobacteria and their related agents for the treatment of depression. <bold>(B)</bold> Forest plot divided into two subgroups, &#x201c;major depressive disorder&#x201d; and &#x201c;other&#x201d;, according to the severity of depressive symptoms. <bold>(C)</bold> Forest plots divided into two subgroups: &#x201c;taking drugs&#x201d; and &#x201c;not taking drugs&#x201d; according to whether they took other drugs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-15-1463848-g003.tif"/>
</fig>
<p>The participants were divided into two groups for subgroup analysis based on their use of other medications. This division allowed us to observe the effects of the combination of bifidobacteria and the depression scale (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>) in a more focused manner. Four of the studies took other antidepressants with MD = -0.82 (95% CI: -1.07, -0.).58), p&lt;0.00001; Nine studies took only Bifidobacteria, MD = -0.33 (95% CI: -0.).59, 0.08), p = 0.008. Subgroup analyses were performed according to the type of depression, and all studies were classified as major depressive disorder and others (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). Three studies were for major depressive disorder, MD = -0.66 (95% CI: -1.01, -0.32), p = 0.0002; Ten studies included six studies with mild to moderate depression and four healthy volunteers with subclinical depressive symptoms MD = -044(95%CI:-0.72, -0.16), p=0.002.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Publication bias</title>
<p>Regarding publication bias, the funnel plot is shown in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref> and no significant asymmetry was observed in the funnel plot, so there was no evidence of publication bias.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Funnel plot of bifidobacteria and their related  agents for the treatment of depression.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpsyt-15-1463848-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>With more attention to the microbiota-gut-brain axis (MGBA), psychoprobiotics have been increasingly applied to the prevention and treatment of depression. Some experimental animal studies have found that germ-free mice transplanted with the microbiota of patients with major depression develop a typical depressive phenotype (<xref ref-type="bibr" rid="B45">45</xref>&#x2013;<xref ref-type="bibr" rid="B47">47</xref>). Sudo et&#xa0;al. (<xref ref-type="bibr" rid="B48">48</xref>) found that infantile bifidobacterium colonization into germ-free mice weakened the hypothalamic-pituitary-adrenal axis (HPA) response and significantly improved depression-like behavior in mice.</p>
<p>As one of the most widely used psychoprobiotics, the mechanism of bifidobacterium in the treatment of depression involves multiple pathways, including the HPA axis, enteric nerve and immunoinflammatory response, central nervous system CNS, neurotransmitters, intestinal mucosa, and blood-brain barrier. One of the most consistent biological findings about the pathogenesis of depression is hyperactivity of the HPA axis. An animal experiment using Bifidobacterium breve to improve depressive symptoms in mice found that Bifidobacterium breve CCFM1025 could significantly alleviate HAP axis hyperactivity, inhibit hypothalamic corticotropin releasing factor (CRF) secretion, and reduce serum corticosterone levels (<xref ref-type="bibr" rid="B42">42</xref>).Hyperactivity of the HPA axis also leads to increased levels of inflammation in patients with depression (<xref ref-type="bibr" rid="B49">49</xref>).Jang et&#xa0;al. (<xref ref-type="bibr" rid="B50">50</xref>) found that Bifidobacterium longum NK98 can synergically alleviate depressive symptoms and the occurrence of colitis by regulating intestinal immune response and microbiota composition, producing effects similar to those of antidepressants; Yoo et&#xa0;al. (<xref ref-type="bibr" rid="B51">51</xref>)found that oral administration of Lactobacillus plantarum NK151, Bifidobacterium longum NK173, and bifidobacterium bifidum NK175 alleviated stress-induced depressive symptoms by regulating the expression ratio of pro-inflammatory and anti-inflammatory cytokines and intestinal microbiota byproducts (such as LPS).</p>
<p>In addition, the microbiota dominated by bifidobacterium mediates communication with the CNS using neurotransmitters such as gamma-aminobutyric acid (GABA), 5-hydroxytryptamine (5-HT), neuropeptides, corticotropin-releasing hormone secreted by the HPA axis, and short-chain fatty acids (such as ethylene hydrochloric acid) (<xref ref-type="bibr" rid="B52">52</xref>), For example, Bifidobacterium infantilum can affect central serotonin transmission by increasing plasma tryptophan (<xref ref-type="bibr" rid="B61">61</xref>), mediating MGBA bidirectional exchange to regulate metabolic and immune responses in patients since improving depression. The specific mechanism by which related intestinal probiotics affect the brain has not been fully clarified (<xref ref-type="bibr" rid="B53">53</xref>).</p>
<p>In this meta-analysis, we observed that the overall effect of Bifidobacterium on depressive symptoms was better than that of the placebo group. Three of the 13 studies included people with major depressive disorder (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B44">44</xref>);Four studies included people with mild to moderate depression (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>) and one study was depressed after stroke (<xref ref-type="bibr" rid="B59">59</xref>) and one study with chronic heart failure and depression (<xref ref-type="bibr" rid="B43">43</xref>), Four healthy volunteers with symptoms of subclinical depression (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B41">41</xref>). The results of the study show that Bifidobacteria-related preparations have played a significant role in improving the depressive symptoms of patients with several types of depression. Sensitivity analyses showed no change in the conclusions of the meta-analysis when assessing differences between studies. Meta-analysis found that the incidence of depression was significantly reduced in the probiotic group, MD = -0.49(95%CI: -0.71, -0.26), p&lt; 0. 0001. Individual studies did not report significant results.</p>
<p>Subgroup analysis showed that bifidobacteria-related preparations were significantly improved in patients with different degrees of depression., which was consistent with a previous meta-analysis (<xref ref-type="bibr" rid="B54">54</xref>). Probiotics were effective in reducing the depression rating scale in depressed patients and healthy volunteers with subclinical depressive symptoms. In addition, subgroup analyses showed that bifidobacteria and drugs were effective in reducing depression scores in participants. The effect was significantly better than that of patients treated with bifidobacterium alone, and we looked further at these studies in which the overall response rate was significantly higher in the experimental group with bifidobacteria than in the control group compared with the control group treated with antidepressant alone, which is consistent with the conclusions of Nikolova et&#xa0;al (<xref ref-type="bibr" rid="B55">55</xref>), indicating that Bifidobacteria-related preparations can be taken alone to reduce depressive symptoms, or as an adjuvant to the clinical treatment of depression, and combined with antidepressants to enhance the drug effect (<xref ref-type="bibr" rid="B56">56</xref>).</p>
<p>While we made efforts to conduct a thorough literature search to minimize publication bias in this meta-analysis, we did not exclude grey literature from our searches. Each step of the meta-analysis was performed by two independent investigators to reduce bias in the analysis, but there were some limitations to this study. First, it is worth noting that the study items used various depression rating scales, potentially impacting the results of the meta-analysis; Second, evidence suggests that the prevalence and onset of depression vary at different ages (<xref ref-type="bibr" rid="B57">57</xref>), neurobiological factors in adolescents and adults with depression vary widely (<xref ref-type="bibr" rid="B58">58</xref>), the abundance of bifidobacteria also varies in different age groups, (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B40">40</xref>). The heterogeneity of the results of the two studies may be related to the large age span of the included patients. In the future, more relevant studies are needed to explore the improvement results of bifidobacterium on depression disorders in different age groups. As there are still relatively few literatures that can be screened, the subgroup analysis only simply divides depression types into &#x201c;MDD&#x201d; and &#x201c;Others&#x201d;, which may be one of the reasons for the large heterogeneity among studies. In the future, the sample size will be further increased to continue in-depth research on bifidobacterium treatment of depression.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>This review has observed that bifidobacteria-related preparations are effective in the treatment of depression, and support the use of bifidobacteria-related preparations for the treatment of different symptoms of depression, as well as the reduction of symptoms of subclinical depression, and supports the future larger sample and more rigorous randomized controlled trials to conduct more in-depth research on the mechanism of bifidobacteria-related preparations in the treatment of depression.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>RH: Data curation, Methodology, Writing &#x2013; original draft. YL: Data curation, Methodology, Formal analysis, Investigation, Project administration, Software, Validation, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec id="s8" 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="s9" 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>
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