A Clustering Study of Sociodemographic Data, Dietary Patterns, and Gut Microbiota in Healthy and Breast Cancer Women Participating in the MICROMA Study

Scope This work is part of the clinical study NCT03885648 registered in ClinicalTrials.gov, aimed at studying the relationship among breast cancer, microbiota, and exposure to environmental pollutants. As a first step, we characterized and evaluated risk factors of the participants. Methods and resu...

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Veröffentlicht in:Molecular nutrition & food research 2024-08, Vol.68 (15), p.e2400253-n/a
Hauptverfasser: Ruiz‐Marín, Carmen María, Isabel Álvarez‐Mercado, Ana, Plaza‐Díaz, Julio, Rodríguez‐Lara, Avilene, Gallart‐Aragón, Tania, Sánchez‐Barrón, María Teresa, Lartategui, Saturnino de Reyes, Alcaide‐Lucena, Miriam, Fernández, Mariana F., Fontana, Luis
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container_issue 15
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container_title Molecular nutrition & food research
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creator Ruiz‐Marín, Carmen María
Isabel Álvarez‐Mercado, Ana
Plaza‐Díaz, Julio
Rodríguez‐Lara, Avilene
Gallart‐Aragón, Tania
Sánchez‐Barrón, María Teresa
Lartategui, Saturnino de Reyes
Alcaide‐Lucena, Miriam
Fernández, Mariana F.
Fontana, Luis
description Scope This work is part of the clinical study NCT03885648 registered in ClinicalTrials.gov, aimed at studying the relationship among breast cancer, microbiota, and exposure to environmental pollutants. As a first step, we characterized and evaluated risk factors of the participants. Methods and results A case–control study was designed with breast cancer (cases, n = 122) and healthy women (controls, n = 56) recruited in two hospitals of Andalusia (Southern Spain). Participants answered questionnaires of Mediterranean diet adherence and food frequency. Data were collected from medical histories and microbiota was analyzed on stool samples. Most cases (78.2%) were diagnosed as stages I and II. Cases had higher age, body mass index (BMI), glucose, cholesterol, and potassium values than controls. Cases exhibited higher adherence to the Mediterranean diet and their food consumption was closer to that dietary pattern. A hierarchical cluster analysis revealed that the Bacillota/Bacteroidota ratio was the most relevant variable in women with breast cancer, which was higher in this group compared with controls. Conclusion Although cases exhibited higher adherence to the Mediterranean diet compared with controls, they presented features and microbiota alterations typical of the metabolic syndrome, probably due to their higher BMI and reflecting changes in their lifestyle around the time of diagnosis. The MICROMA study investigates the relationship among breast cancer, microbiota, and exposure to environmental pollutants. This paper, as a first step, characterizes and evaluates risk factors of the participants. (Icons are taken from Freepik and Shutterstock.)
doi_str_mv 10.1002/mnfr.202400253
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As a first step, we characterized and evaluated risk factors of the participants. Methods and results A case–control study was designed with breast cancer (cases, n = 122) and healthy women (controls, n = 56) recruited in two hospitals of Andalusia (Southern Spain). Participants answered questionnaires of Mediterranean diet adherence and food frequency. Data were collected from medical histories and microbiota was analyzed on stool samples. Most cases (78.2%) were diagnosed as stages I and II. Cases had higher age, body mass index (BMI), glucose, cholesterol, and potassium values than controls. Cases exhibited higher adherence to the Mediterranean diet and their food consumption was closer to that dietary pattern. A hierarchical cluster analysis revealed that the Bacillota/Bacteroidota ratio was the most relevant variable in women with breast cancer, which was higher in this group compared with controls. Conclusion Although cases exhibited higher adherence to the Mediterranean diet compared with controls, they presented features and microbiota alterations typical of the metabolic syndrome, probably due to their higher BMI and reflecting changes in their lifestyle around the time of diagnosis. The MICROMA study investigates the relationship among breast cancer, microbiota, and exposure to environmental pollutants. This paper, as a first step, characterizes and evaluates risk factors of the participants. 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Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3565-d89e43f240712eddeb2d61a318b0f9d117df639967b02ff119bd088303062f663</cites><orcidid>0000-0002-8476-9970 ; 0000-0002-5171-9408 ; 0000-0001-8395-8393</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fmnfr.202400253$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fmnfr.202400253$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38950423$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ruiz‐Marín, Carmen María</creatorcontrib><creatorcontrib>Isabel Álvarez‐Mercado, Ana</creatorcontrib><creatorcontrib>Plaza‐Díaz, Julio</creatorcontrib><creatorcontrib>Rodríguez‐Lara, Avilene</creatorcontrib><creatorcontrib>Gallart‐Aragón, Tania</creatorcontrib><creatorcontrib>Sánchez‐Barrón, María Teresa</creatorcontrib><creatorcontrib>Lartategui, Saturnino de Reyes</creatorcontrib><creatorcontrib>Alcaide‐Lucena, Miriam</creatorcontrib><creatorcontrib>Fernández, Mariana F.</creatorcontrib><creatorcontrib>Fontana, Luis</creatorcontrib><title>A Clustering Study of Sociodemographic Data, Dietary Patterns, and Gut Microbiota in Healthy and Breast Cancer Women Participating in the MICROMA Study</title><title>Molecular nutrition &amp; food research</title><addtitle>Mol Nutr Food Res</addtitle><description>Scope This work is part of the clinical study NCT03885648 registered in ClinicalTrials.gov, aimed at studying the relationship among breast cancer, microbiota, and exposure to environmental pollutants. As a first step, we characterized and evaluated risk factors of the participants. Methods and results A case–control study was designed with breast cancer (cases, n = 122) and healthy women (controls, n = 56) recruited in two hospitals of Andalusia (Southern Spain). Participants answered questionnaires of Mediterranean diet adherence and food frequency. Data were collected from medical histories and microbiota was analyzed on stool samples. Most cases (78.2%) were diagnosed as stages I and II. Cases had higher age, body mass index (BMI), glucose, cholesterol, and potassium values than controls. Cases exhibited higher adherence to the Mediterranean diet and their food consumption was closer to that dietary pattern. A hierarchical cluster analysis revealed that the Bacillota/Bacteroidota ratio was the most relevant variable in women with breast cancer, which was higher in this group compared with controls. Conclusion Although cases exhibited higher adherence to the Mediterranean diet compared with controls, they presented features and microbiota alterations typical of the metabolic syndrome, probably due to their higher BMI and reflecting changes in their lifestyle around the time of diagnosis. The MICROMA study investigates the relationship among breast cancer, microbiota, and exposure to environmental pollutants. This paper, as a first step, characterizes and evaluates risk factors of the participants. (Icons are taken from Freepik and Shutterstock.)</description><subject>Adult</subject><subject>Aged</subject><subject>Bacillota/Bacteroidota ratio</subject><subject>Body Mass Index</subject><subject>Body size</subject><subject>Breast cancer</subject><subject>breast neoplasms</subject><subject>Breast Neoplasms - epidemiology</subject><subject>Breast Neoplasms - microbiology</subject><subject>Breast Neoplasms - physiopathology</subject><subject>Case-Control Studies</subject><subject>Cholesterol</subject><subject>Cluster Analysis</subject><subject>Clustering</subject><subject>Diet</subject><subject>Diet, Mediterranean - statistics &amp; numerical data</subject><subject>Dietary Patterns - physiology</subject><subject>eating habits</subject><subject>Female</subject><subject>Food</subject><subject>Food consumption</subject><subject>food research</subject><subject>Gastrointestinal Microbiome - physiology</subject><subject>glucose</subject><subject>gut microbiota</subject><subject>Humans</subject><subject>Intestinal microflora</subject><subject>intestinal microorganisms</subject><subject>lifestyle</subject><subject>Mediterranean diet</subject><subject>Metabolic disorders</subject><subject>Metabolic syndrome</subject><subject>Microbiota</subject><subject>Microorganisms</subject><subject>Middle Aged</subject><subject>Pattern analysis</subject><subject>potassium</subject><subject>risk</subject><subject>Risk factors</subject><subject>Sociodemographic Factors</subject><subject>Spain</subject><subject>Spain - epidemiology</subject><issn>1613-4125</issn><issn>1613-4133</issn><issn>1613-4133</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>EIF</sourceid><recordid>eNqFkUtv1DAUhSMEoqWwZYkssWHRGWxf57UcUvqQOhS1IJaRE193XCX2YDtC80v4uzhMmQWbLixfy9859r0ny94yumSU8o-j1X7JKRfpkMOz7JgVDBaCATw_1Dw_yl6F8EApMC7gZXYEVZ1TweE4-70izTCFiN7Ye3IXJ7UjTpM71xuncHT3Xm43pidnMspTcmYwSr8jX2VMChtOibSKXEyRrE3vXWdclMRYcolyiJvd39tPHmWIpJG2R09-uBFt0vtoerOVcX41CeIGyfqqub1Zr_afeJ290HII-OZxP8m-n3_-1lwurm8urprV9aKHvMgXqqpRgE7tl4yjUthxVTAJrOqorhVjpdIF1HVRdpRrzVjdKVpVQIEWXBcFnGQf9r5b735OGGI7mtDjMEiLbgotsBxKwdMQn0ZpKUpeUj67vv8PfXCTt6mRRNUwLyEStdxTaXQheNTt1psxzbdltJ3Tbed020O6SfDu0XbqRlQH_F-cCRB74JcZcPeEXbv-cn4rqlT9Aduero8</recordid><startdate>202408</startdate><enddate>202408</enddate><creator>Ruiz‐Marín, Carmen María</creator><creator>Isabel Álvarez‐Mercado, Ana</creator><creator>Plaza‐Díaz, Julio</creator><creator>Rodríguez‐Lara, Avilene</creator><creator>Gallart‐Aragón, Tania</creator><creator>Sánchez‐Barrón, María Teresa</creator><creator>Lartategui, Saturnino de Reyes</creator><creator>Alcaide‐Lucena, Miriam</creator><creator>Fernández, Mariana F.</creator><creator>Fontana, Luis</creator><general>Wiley Subscription Services, Inc</general><scope>24P</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QO</scope><scope>7QP</scope><scope>7T5</scope><scope>7T7</scope><scope>7TK</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>P64</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0002-8476-9970</orcidid><orcidid>https://orcid.org/0000-0002-5171-9408</orcidid><orcidid>https://orcid.org/0000-0001-8395-8393</orcidid></search><sort><creationdate>202408</creationdate><title>A Clustering Study of Sociodemographic Data, Dietary Patterns, and Gut Microbiota in Healthy and Breast Cancer Women Participating in the MICROMA Study</title><author>Ruiz‐Marín, Carmen María ; Isabel Álvarez‐Mercado, Ana ; Plaza‐Díaz, Julio ; Rodríguez‐Lara, Avilene ; Gallart‐Aragón, Tania ; Sánchez‐Barrón, María Teresa ; Lartategui, Saturnino de Reyes ; Alcaide‐Lucena, Miriam ; Fernández, Mariana F. ; Fontana, Luis</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3565-d89e43f240712eddeb2d61a318b0f9d117df639967b02ff119bd088303062f663</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Bacillota/Bacteroidota ratio</topic><topic>Body Mass Index</topic><topic>Body size</topic><topic>Breast cancer</topic><topic>breast neoplasms</topic><topic>Breast Neoplasms - epidemiology</topic><topic>Breast Neoplasms - microbiology</topic><topic>Breast Neoplasms - physiopathology</topic><topic>Case-Control Studies</topic><topic>Cholesterol</topic><topic>Cluster Analysis</topic><topic>Clustering</topic><topic>Diet</topic><topic>Diet, Mediterranean - statistics &amp; 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food research</jtitle><addtitle>Mol Nutr Food Res</addtitle><date>2024-08</date><risdate>2024</risdate><volume>68</volume><issue>15</issue><spage>e2400253</spage><epage>n/a</epage><pages>e2400253-n/a</pages><issn>1613-4125</issn><issn>1613-4133</issn><eissn>1613-4133</eissn><abstract>Scope This work is part of the clinical study NCT03885648 registered in ClinicalTrials.gov, aimed at studying the relationship among breast cancer, microbiota, and exposure to environmental pollutants. As a first step, we characterized and evaluated risk factors of the participants. Methods and results A case–control study was designed with breast cancer (cases, n = 122) and healthy women (controls, n = 56) recruited in two hospitals of Andalusia (Southern Spain). Participants answered questionnaires of Mediterranean diet adherence and food frequency. Data were collected from medical histories and microbiota was analyzed on stool samples. Most cases (78.2%) were diagnosed as stages I and II. Cases had higher age, body mass index (BMI), glucose, cholesterol, and potassium values than controls. Cases exhibited higher adherence to the Mediterranean diet and their food consumption was closer to that dietary pattern. A hierarchical cluster analysis revealed that the Bacillota/Bacteroidota ratio was the most relevant variable in women with breast cancer, which was higher in this group compared with controls. Conclusion Although cases exhibited higher adherence to the Mediterranean diet compared with controls, they presented features and microbiota alterations typical of the metabolic syndrome, probably due to their higher BMI and reflecting changes in their lifestyle around the time of diagnosis. The MICROMA study investigates the relationship among breast cancer, microbiota, and exposure to environmental pollutants. This paper, as a first step, characterizes and evaluates risk factors of the participants. (Icons are taken from Freepik and Shutterstock.)</abstract><cop>Germany</cop><pub>Wiley Subscription Services, Inc</pub><pmid>38950423</pmid><doi>10.1002/mnfr.202400253</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-8476-9970</orcidid><orcidid>https://orcid.org/0000-0002-5171-9408</orcidid><orcidid>https://orcid.org/0000-0001-8395-8393</orcidid><oa>free_for_read</oa></addata></record>
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subjects Adult
Aged
Bacillota/Bacteroidota ratio
Body Mass Index
Body size
Breast cancer
breast neoplasms
Breast Neoplasms - epidemiology
Breast Neoplasms - microbiology
Breast Neoplasms - physiopathology
Case-Control Studies
Cholesterol
Cluster Analysis
Clustering
Diet
Diet, Mediterranean - statistics & numerical data
Dietary Patterns - physiology
eating habits
Female
Food
Food consumption
food research
Gastrointestinal Microbiome - physiology
glucose
gut microbiota
Humans
Intestinal microflora
intestinal microorganisms
lifestyle
Mediterranean diet
Metabolic disorders
Metabolic syndrome
Microbiota
Microorganisms
Middle Aged
Pattern analysis
potassium
risk
Risk factors
Sociodemographic Factors
Spain
Spain - epidemiology
title A Clustering Study of Sociodemographic Data, Dietary Patterns, and Gut Microbiota in Healthy and Breast Cancer Women Participating in the MICROMA Study
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