The Impact of Fresh Hass Avocado on the Fecal Metabolome Among Adults with Overweight and Obesity: A Randomized, Controlled Trial
Avocados are nutrient-rich fruits that have been recently linked to beneficial alterations to the gastrointestinal microbiota. However, previous research on shifts in the fecal metabolome with avocado intake has largely been conducted in in vitro or preclinical models and little is known about their...
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Published in | Current developments in nutrition Vol. 4; no. Supplement_2; p. nzaa062_050 |
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Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
Oxford
Elsevier Inc
01.06.2020
Oxford University Press |
Subjects | |
Online Access | Get full text |
ISSN | 2475-2991 2475-2991 |
DOI | 10.1093/cdn/nzaa062_050 |
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Abstract | Avocados are nutrient-rich fruits that have been recently linked to beneficial alterations to the gastrointestinal microbiota. However, previous research on shifts in the fecal metabolome with avocado intake has largely been conducted in in vitro or preclinical models and little is known about their metabolomic impact in human subjects.
Adult participants (n = 109) 25–45 years of age with BMI ≥ 25.0 kg/m2 were enrolled in an investigator-blinded, parallel arm, randomized, controlled trial. Participants consumed isocaloric meals with or without fresh Hass avocado once daily for 12-weeks and reported ≥ 80% meal consumption over the intervention period. Untargeted fecal metabolites were quantified in a subsample of participants (n = 48) using gas chromatography mass spectroscopy and were normalized by sample weight. Kruskal-Wallis tests and false discovery rate type I error correction were conducted and orthogonal partial least squares discriminant analysis (OPLS-DA) was used to predict treatment group by fecal metabolite concentrations (RStudio, version 3.6.2).
A total of 292 metabolites were identified at intervention follow-up. Of these, three metabolites differed significantly between treatment groups. Fecal concentrations of lanosterol (P = 0.0004, q = 0.04) and the fatty alcohols hexadecanol (P = 0.001, q = 0.04) and octadecanol (P = 0.001, q = 0.04), were greater in the group consuming avocado as compared to control. Seventeen additional metabolites, including nine fecal lipids, two fat soluble vitamin derivatives, and three monosaccharides/disaccharides differed at P < 0.05 but did not meet the q < 0.05 threshold. Treatment group assignment was predicted correctly in 70% of cases (R2 = 72%, Q2 = 33%) using the trained OPLS-DA model.
Fresh Hass avocado intake increased fecal lipid and sterol concentrations among healthy adults with overweight and obesity, demonstrating diet-related modifications to the fecal metabolome.
Support for this research was provided by the Hass Avocado Board, the USDA National Institute of Food and Agriculture, Hatch project 1009249, and the USDA National Institute of Food and Agriculture AFRI Predoctoral Fellowship, project 2018–07785. |
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AbstractList | Avocados are nutrient-rich fruits that have been recently linked to beneficial alterations to the gastrointestinal microbiota. However, previous research on shifts in the fecal metabolome with avocado intake has largely been conducted in in vitro or preclinical models and little is known about their metabolomic impact in human subjects.
Adult participants (n = 109) 25–45 years of age with BMI ≥ 25.0 kg/m2 were enrolled in an investigator-blinded, parallel arm, randomized, controlled trial. Participants consumed isocaloric meals with or without fresh Hass avocado once daily for 12-weeks and reported ≥ 80% meal consumption over the intervention period. Untargeted fecal metabolites were quantified in a subsample of participants (n = 48) using gas chromatography mass spectroscopy and were normalized by sample weight. Kruskal-Wallis tests and false discovery rate type I error correction were conducted and orthogonal partial least squares discriminant analysis (OPLS-DA) was used to predict treatment group by fecal metabolite concentrations (RStudio, version 3.6.2).
A total of 292 metabolites were identified at intervention follow-up. Of these, three metabolites differed significantly between treatment groups. Fecal concentrations of lanosterol (P = 0.0004, q = 0.04) and the fatty alcohols hexadecanol (P = 0.001, q = 0.04) and octadecanol (P = 0.001, q = 0.04), were greater in the group consuming avocado as compared to control. Seventeen additional metabolites, including nine fecal lipids, two fat soluble vitamin derivatives, and three monosaccharides/disaccharides differed at P < 0.05 but did not meet the q < 0.05 threshold. Treatment group assignment was predicted correctly in 70% of cases (R2 = 72%, Q2 = 33%) using the trained OPLS-DA model.
Fresh Hass avocado intake increased fecal lipid and sterol concentrations among healthy adults with overweight and obesity, demonstrating diet-related modifications to the fecal metabolome.
Support for this research was provided by the Hass Avocado Board, the USDA National Institute of Food and Agriculture, Hatch project 1009249, and the USDA National Institute of Food and Agriculture AFRI Predoctoral Fellowship, project 2018–07785. ObjectivesAvocados are nutrient-rich fruits that have been recently linked to beneficial alterations to the gastrointestinal microbiota. However, previous research on shifts in the fecal metabolome with avocado intake has largely been conducted in in vitro or preclinical models and little is known about their metabolomic impact in human subjects.MethodsAdult participants (n = 109) 25–45 years of age with BMI ≥ 25.0 kg/m2 were enrolled in an investigator-blinded, parallel arm, randomized, controlled trial. Participants consumed isocaloric meals with or without fresh Hass avocado once daily for 12-weeks and reported ≥ 80% meal consumption over the intervention period. Untargeted fecal metabolites were quantified in a subsample of participants (n = 48) using gas chromatography mass spectroscopy and were normalized by sample weight. Kruskal-Wallis tests and false discovery rate type I error correction were conducted and orthogonal partial least squares discriminant analysis (OPLS-DA) was used to predict treatment group by fecal metabolite concentrations (RStudio, version 3.6.2).ResultsA total of 292 metabolites were identified at intervention follow-up. Of these, three metabolites differed significantly between treatment groups. Fecal concentrations of lanosterol (P = 0.0004, q = 0.04) and the fatty alcohols hexadecanol (P = 0.001, q = 0.04) and octadecanol (P = 0.001, q = 0.04), were greater in the group consuming avocado as compared to control. Seventeen additional metabolites, including nine fecal lipids, two fat soluble vitamin derivatives, and three monosaccharides/disaccharides differed at P < 0.05 but did not meet the q < 0.05 threshold. Treatment group assignment was predicted correctly in 70% of cases (R2 = 72%, Q2 = 33%) using the trained OPLS-DA model.ConclusionsFresh Hass avocado intake increased fecal lipid and sterol concentrations among healthy adults with overweight and obesity, demonstrating diet-related modifications to the fecal metabolome.Funding SourcesSupport for this research was provided by the Hass Avocado Board, the USDA National Institute of Food and Agriculture, Hatch project 1009249, and the USDA National Institute of Food and Agriculture AFRI Predoctoral Fellowship, project 2018–07785. AbstractObjectivesAvocados are nutrient-rich fruits that have been recently linked to beneficial alterations to the gastrointestinal microbiota. However, previous research on shifts in the fecal metabolome with avocado intake has largely been conducted in in vitro or preclinical models and little is known about their metabolomic impact in human subjects. MethodsAdult participants (n = 109) 25–45 years of age with BMI ≥ 25.0 kg/m 2 were enrolled in an investigator-blinded, parallel arm, randomized, controlled trial. Participants consumed isocaloric meals with or without fresh Hass avocado once daily for 12-weeks and reported ≥ 80% meal consumption over the intervention period. Untargeted fecal metabolites were quantified in a subsample of participants (n = 48) using gas chromatography mass spectroscopy and were normalized by sample weight. Kruskal-Wallis tests and false discovery rate type I error correction were conducted and orthogonal partial least squares discriminant analysis (OPLS-DA) was used to predict treatment group by fecal metabolite concentrations (RStudio, version 3.6.2). ResultsA total of 292 metabolites were identified at intervention follow-up. Of these, three metabolites differed significantly between treatment groups. Fecal concentrations of lanosterol ( P = 0.0004, q = 0.04) and the fatty alcohols hexadecanol ( P = 0.001, q = 0.04) and octadecanol ( P = 0.001, q = 0.04), were greater in the group consuming avocado as compared to control. Seventeen additional metabolites, including nine fecal lipids, two fat soluble vitamin derivatives, and three monosaccharides/disaccharides differed at P < 0.05 but did not meet the q < 0.05 threshold. Treatment group assignment was predicted correctly in 70% of cases (R 2 = 72%, Q 2 = 33%) using the trained OPLS-DA model. ConclusionsFresh Hass avocado intake increased fecal lipid and sterol concentrations among healthy adults with overweight and obesity, demonstrating diet-related modifications to the fecal metabolome. Funding SourcesSupport for this research was provided by the Hass Avocado Board, the USDA National Institute of Food and Agriculture, Hatch project 1009249, and the USDA National Institute of Food and Agriculture AFRI Predoctoral Fellowship, project 2018–07785. ObjectivesAvocados are nutrient-rich fruits that have been recently linked to beneficial alterations to the gastrointestinal microbiota. However, previous research on shifts in the fecal metabolome with avocado intake has largely been conducted in in vitro or preclinical models and little is known about their metabolomic impact in human subjects.MethodsAdult participants (n = 109) 25–45 years of age with BMI ≥ 25.0 kg/m2 were enrolled in an investigator-blinded, parallel arm, randomized, controlled trial. Participants consumed isocaloric meals with or without fresh Hass avocado once daily for 12-weeks and reported ≥ 80% meal consumption over the intervention period. Untargeted fecal metabolites were quantified in a subsample of participants (n = 48) using gas chromatography mass spectroscopy and were normalized by sample weight. Kruskal-Wallis tests and false discovery rate type I error correction were conducted and orthogonal partial least squares discriminant analysis (OPLS-DA) was used to predict treatment group by fecal metabolite concentrations (RStudio, version 3.6.2).ResultsA total of 292 metabolites were identified at intervention follow-up. Of these, three metabolites differed significantly between treatment groups. Fecal concentrations of lanosterol (P = 0.0004, q = 0.04) and the fatty alcohols hexadecanol (P = 0.001, q = 0.04) and octadecanol (P = 0.001, q = 0.04), were greater in the group consuming avocado as compared to control. Seventeen additional metabolites, including nine fecal lipids, two fat soluble vitamin derivatives, and three monosaccharides/disaccharides differed at P < 0.05 but did not meet the q < 0.05 threshold. Treatment group assignment was predicted correctly in 70% of cases (R2 = 72%, Q2 = 33%) using the trained OPLS-DA model.ConclusionsFresh Hass avocado intake increased fecal lipid and sterol concentrations among healthy adults with overweight and obesity, demonstrating diet-related modifications to the fecal metabolome.Funding SourcesSupport for this research was provided by the Hass Avocado Board, the USDA National Institute of Food and Agriculture, Hatch project 1009249, and the USDA National Institute of Food and Agriculture AFRI Predoctoral Fellowship, project 2018–07785. |
ArticleNumber | nzaa062_050 |
Author | Thompson, Sharon Reeser, Ginger Pan, Ziyang Holscher, Hannah Edwards, Caitlyn Khan, Naiman |
AuthorAffiliation | 1 University of Illinois at Urbana-Champaign 2 UIUC |
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Copyright | 2020 American Society for Nutrition. American Society for Nutrition. Copyright © The Author(s) on behalf of the American Society for Nutrition 2020. 2020 Copyright © The Author(s) on behalf of the American Society for Nutrition 2020. |
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Snippet | Avocados are nutrient-rich fruits that have been recently linked to beneficial alterations to the gastrointestinal microbiota. However, previous research on... AbstractObjectivesAvocados are nutrient-rich fruits that have been recently linked to beneficial alterations to the gastrointestinal microbiota. However,... ObjectivesAvocados are nutrient-rich fruits that have been recently linked to beneficial alterations to the gastrointestinal microbiota. However, previous... |
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SubjectTerms | Feces Gastroenterology and Hepatology Metabolites Nutritional Microbiology/Microbiome Obesity Overweight |
Title | The Impact of Fresh Hass Avocado on the Fecal Metabolome Among Adults with Overweight and Obesity: A Randomized, Controlled Trial |
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