1
|
Laue HE, Willis AD, Wang F, MacDougall MC, Xu Y, Karagas MR, Madan JC, Fleisch AF, Lanphear BP, Cecil KM, Yolton K, Chen A, Buckley JP, Braun JM. Early-life and concurrent predictors of the healthy adolescent microbiome in a cohort study. Genome Med 2025; 17:50. [PMID: 40340756 PMCID: PMC12060534 DOI: 10.1186/s13073-025-01481-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Accepted: 04/25/2025] [Indexed: 05/10/2025] Open
Abstract
BACKGROUND The microbiome of adolescents is poorly understood, as are factors influencing its composition. We aimed to describe the healthy adolescent microbiome and identify early-life and concurrent predictors of its composition. METHODS We performed metagenomic sequencing of 247 fecal specimens from 167 adolescents aged 11-14 years participating in the Health Outcomes and Measures of the Environment (HOME) Study, a longitudinal pregnancy and birth cohort (Cincinnati, OH). We described common features of the adolescent gut microbiome and applied self-organizing maps (SOMs)-a machine-learning approach-to identify distinct microbial profiles (n = 4). Using prospectively collected data on sociodemographic characteristics, lifestyle, diet, and sexual maturation, we identified early-life and concurrent factors associated with microbial diversity and phylum relative abundance with linear regression models and composition with Kruskal-Wallis and Fisher's exact tests. RESULTS We found that household income and other sociodemographic factors were consistent predictors of the microbiome, with higher income associated with lower diversity and differential relative abundances of Firmicutes (increased) and Actinobacteria (decreased). Sexual maturation, distinct from chronological age, was related to higher diversity in females and differences in phylum relative abundances and compositional profiles in both males and females. CONCLUSIONS Our study suggests that adolescence is a unique window for gut microbial composition and that it may be shaped by both early-life and concurrent exposures, highlighting its potential in future epidemiologic research.
Collapse
Grants
- K99/R00ES034086 , P01ES011261, R01ES0272244, R01ES025214 National Institute of Environmental Health Sciences,United States
- K99/R00ES034086 , P01ES011261, R01ES0272244, R01ES025214 National Institute of Environmental Health Sciences,United States
- K99/R00ES034086 , P01ES011261, R01ES0272244, R01ES025214 National Institute of Environmental Health Sciences,United States
- K99/R00ES034086 , P01ES011261, R01ES0272244, R01ES025214 National Institute of Environmental Health Sciences,United States
- K99/R00ES034086 , P01ES011261, R01ES0272244, R01ES025214 National Institute of Environmental Health Sciences,United States
- K99/R00ES034086 , P01ES011261, R01ES0272244, R01ES025214 National Institute of Environmental Health Sciences,United States
- K99/R00ES034086 , P01ES011261, R01ES0272244, R01ES025214 National Institute of Environmental Health Sciences,United States
- K99/R00ES034086 , P01ES011261, R01ES0272244, R01ES025214 National Institute of Environmental Health Sciences,United States
- R35GM133420 NIGMS NIH HHS
- UL1TR001425 NCATS NIH HHS
- UL1TR001425 NCATS NIH HHS
- UL1TR001425 NCATS NIH HHS
- UL1TR001425 NCATS NIH HHS
- UL1TR001425 NCATS NIH HHS
- UL1TR001425 NCATS NIH HHS
- UL1TR001425 NCATS NIH HHS
- National Institute of General Medical Sciences
- National Center for Advancing Translational Sciences
Collapse
Affiliation(s)
- Hannah E Laue
- Department of Biostatistics and Epidemiology, University of Massachusetts Amherst School of Public Health and Health Sciences, 715 N. Pleasant Street, Arnold House 429, Amherst, MA, 01003, USA.
| | - Amy D Willis
- Department of Biostatistics, University of Washington Hans Rosling Center for Population Health, 3980 15 Avenue NE, Box 351617, Seattle, WA, 98195-1617, USA
| | - Fang Wang
- Department of Environmental Health Sciences, Columbia Mailman School of Public Health, 630 W 168th St, P&S 16-416, New York, NY, 10032, USA
| | - Melinda C MacDougall
- Division of General and Community Pediatrics, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| | - Yingying Xu
- Division of General and Community Pediatrics, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| | - Margaret R Karagas
- Department of Epidemiology, Dartmouth Geisel School of Medicine, One Medical Center Dr Lebanon, Lebanon, NH, 03756, USA
| | - Juliette C Madan
- Department of Epidemiology, Dartmouth Geisel School of Medicine, One Medical Center Dr Lebanon, Lebanon, NH, 03756, USA
- Department of Psychiatry, Dartmouth Hitchcock Medical Center, Lebanon, NH, USA
| | - Abby F Fleisch
- Center for Interdisciplinary and Population Health Research, Maine Institute for Research, Westbrook, ME, USA
- Pediatric Endocrinology and Diabetes, Maine Medical Center, 887 Congress St, Portland, ME, USA
| | - Bruce P Lanphear
- Faculty of Health Sciences, Simon Fraser University, Blusson Hall, 8888 University Dr, Burnaby, BC, Canada
| | - Kim M Cecil
- Division of General and Community Pediatrics, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
- Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
- Department of Environmental and Public Health Sciences, University of Cincinnati, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| | - Kimberly Yolton
- Division of General and Community Pediatrics, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
- Department of Environmental and Public Health Sciences, University of Cincinnati, 3333 Burnet Ave, Cincinnati, OH, 45229, USA
| | - Aimin Chen
- Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania Perelman School of Medicine, 423 Guardian Drive, Philadelphia, PA, 19104, USA
| | - Jessie P Buckley
- Department of Epidemiology, University of North Carolina at Chapel Hill, 2106-B McGavran-Greenberg Hall CB#7435, Chapel Hill, NC, 27599, USA
| | - Joseph M Braun
- Department of Epidemiology, Brown University, 121 S Main St, Providence, RI, USA
| |
Collapse
|
2
|
Baldeon AD, Holthaus TA, Khan NA, Holscher HD. Fecal Microbiota and Metabolites Predict Metabolic Health Features across Various Dietary Patterns in Adults. J Nutr 2025:S0022-3166(25)00176-2. [PMID: 40122388 DOI: 10.1016/j.tjnut.2025.03.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 02/19/2025] [Accepted: 03/19/2025] [Indexed: 03/25/2025] Open
Abstract
BACKGROUND Consuming healthful dietary patterns reduces risk of developing metabolic diseases and nourishes the intestinal microbiota. Thus, investigating the microbial underpinnings of dietary influences on metabolic health is of clinical interest. OBJECTIVES This study aimed to determine the unique contributions of fecal taxa and metabolites in predicting metabolic health markers in adults across various dietary patterns. METHODS Dietary, metabolic, and fecal microbiota and metabolome data from 118 adults (25-45 y) were used for these cross-sectional analyses. The Diet History Questionnaire II assessed adherence to the dietary approaches to stop hypertension (DASH), Mediterranean diet, Mediterranean-DASH intervention for neurocognitive delay (MIND), and the Healthy Eating Index-2020 (HEI-2020). Metabolic features included waist circumference, blood pressure, and circulating triglyceride (TG), high-density lipoprotein cholesterol, and glucose concentrations. Microbiota composition was assessed via 16S amplicon sequencing and volatile fatty acid and bile acid concentrations were measured by targeted metabolomics. Analyses of compositions with bias correction 2 (ANCOM-BC2) and correlation analyses were used to screen for microbiota features independently associated with dietary patterns and metabolic health markers. Then, hierarchical linear regression models were used to evaluate the unique contributions of select microbial features on metabolic markers beyond adherence to dietary patterns. RESULTS HEI-2020 positively associated with microbiota richness (P = 0.02). Beta diversity varied across all dietary patterns (P < 0.05). DASH diet scores, Eubacteriumxylanophilum abundance, and deoxycholic acid concentration explained the most variance in systolic (R2 = 0.32) and diastolic (R2 = 0.26) blood pressure compared with other dietary patterns and microbial features. TG concentrations were best predicted by MIND diet scores, Eeligens abundance, and isobutyrate concentrations (R2 = 0.24). CONCLUSIONS Integrating fecal taxa and metabolites alongside dietary indices improved metabolic health marker prediction. These results point to a potential role of the intestinal microbiota in underpinning physiological responses to diet and highlight potential microbial biomarkers of metabolic health.
Collapse
Affiliation(s)
- Alexis D Baldeon
- Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL, United States
| | - Tori A Holthaus
- Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL, United States
| | - Naiman A Khan
- Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL, United States; Department of Health and Kinesiology, University of Illinois Urbana-Champaign, Urbana, IL, United States
| | - Hannah D Holscher
- Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL, United States; Department of Food Science and Human Nutrition, University of Illinois Urbana-Champaign, Urbana, IL, United States.
| |
Collapse
|
3
|
Xiao Y, Yang Y, Gao S, Zhang H, Wang J, Lin T, Bai Y. Dietary index for gut microbiota, a novel protective factor for the prevalence of chronic kidney diseases in the adults: insight from NHANES 2007-2018. Front Nutr 2025; 12:1561235. [PMID: 40177175 PMCID: PMC11963806 DOI: 10.3389/fnut.2025.1561235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2025] [Accepted: 03/03/2025] [Indexed: 04/05/2025] Open
Abstract
Introduction This study explore the association between the dietary index for gut microbiota (DI-GM) and the prevalence of chronic kidney disease (CKD). Method A cross-sectional study of participants aged ≥20 years using the data drawn from NHANES (2007-2018). DI-GM is comprised 14 dietary components (10 beneficial and 4 unfavorable). CKD diagnosis based on urine albumin-to-creatinine ratio (uACR) and estimated glomerular filtration rate (eGFR). Logistic regression models were employed to evaluate the relationship between DI-GM and CKD while controlling for various covariates. Additionally, a spline smooth analysis was performed. Subgroup and interaction analyses were conducted to investigate whether any factors modified this relationship. Results A total of 28,843 participants were eligible for the study, of whom 5,461 were diagnosed with CKD, while 23,382 were not. Patients with CKD exhibited significantly lower DI-GM scores compared to healthy individuals. A negative association between DI-GM and the prevalence of CKD was observed across all models, with the relationship being more pronounced in individuals with DI-GM scores greater than 5 compared to those with scores ≤3. Beneficial components, such as dietary fiber, whole grains, and coffee, were identified as protective factors. Moreover, sex make an effect on this relationship, with stronger effects noted in women. Conclusion Higher DI-GM scores correlate with reduced CKD prevalence, and the effect appears to be more pronounced in women than in men. These findings suggest that enhancing gut health through diet may serve as a viable strategy for the prevention and management of CKD, with particular attention to sex-based differences in prevention.
Collapse
Affiliation(s)
- Yunfei Xiao
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, China
- Organ Transplantation Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yaqing Yang
- Department of Respiratory and Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Shunyu Gao
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, China
| | - Hao Zhang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, China
- Organ Transplantation Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jia Wang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, China
| | - Tao Lin
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, China
- Organ Transplantation Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yunjin Bai
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, China
| |
Collapse
|
4
|
Hindle VK, Veasley NM, Holscher HD. Microbiota-Focused Dietary Approaches to Support Health: A Systematic Review. J Nutr 2025; 155:381-401. [PMID: 39486521 PMCID: PMC11867136 DOI: 10.1016/j.tjnut.2024.10.043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 10/01/2024] [Accepted: 10/28/2024] [Indexed: 11/04/2024] Open
Abstract
Diet affects the intestinal microbiota. Increasingly, research is linking the intestinal microbiota to various human health outcomes. Consumption of traditional prebiotics (inulin, fructo-oligosaccharides, and galacto-oligosaccharides) confers health benefits through substrate utilization by select intestinal microorganisms, namely Bifidobacterium and Lactobacilli spp. A similar but distinct concept focused on microorganisms to support human health is through direct consumption of certain live microorganisms recognized as probiotics, which classically include Lactobacilli or Bifidobacterium strains. With advances in sequencing technologies and culturing techniques, other novel functional intestinal microorganisms are being increasingly identified and studied to determine how they may underpin human health benefits. These novel microorganisms are targeted for enrichment within the autochthonous intestinal microbiota through dietary approaches and are also gaining interest as next-generation probiotics because of their purported beneficial properties. Thus, characterizing dietary approaches that nourish select microorganisms in situ is necessary to propel biotic-focused research forward. As such, we reviewed the literature to summarize findings on dietary approaches that nourish the human intestinal microbiota and benefit health to help fill the gap in knowledge on the connections between certain microorganisms, the metabolome, and host physiology. The overall objective of this systematic review was to summarize the impact of dietary interventions with the propensity to nourish certain intestinal bacteria, affect microbial metabolite concentrations, and support gastrointestinal, metabolic, and cognitive health in healthy adults. Findings from the 17 randomized controlled studies identified in this systematic review indicated that dietary interventions providing dietary fibers, phytonutrients, or unsaturated fatty acids differentially enriched Akkermansia, Bacteroides, Clostridium, Eubacterium, Faecalibacterium, Roseburia, and Ruminococcus species, with variable effects on microbial metabolites and subsequent associations with physiologic markers of gastrointestinal and metabolic health. These findings have implications for biotic-focused research on candidate prebiotic substrates as well as next-generation probiotics.
Collapse
Affiliation(s)
- Veronica K Hindle
- Department of Food Science and Human Nutrition, University of Illinois Urbana-Champaign, Urbana, IL, United States
| | - Nadine M Veasley
- Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL, United States
| | - Hannah D Holscher
- Department of Food Science and Human Nutrition, University of Illinois Urbana-Champaign, Urbana, IL, United States; Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL, United States; Personalized Nutrition Initiative, University of Illinois Urbana-Champaign, Urbana, IL, United States.
| |
Collapse
|
5
|
Isolauri E, Laitinen K. Resilience to Global Health Challenges Through Nutritional Gut Microbiome Modulation. Nutrients 2025; 17:396. [PMID: 39940253 PMCID: PMC11821120 DOI: 10.3390/nu17030396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 01/14/2025] [Accepted: 01/20/2025] [Indexed: 02/14/2025] Open
Abstract
As the world faces an escalating challenge of non-communicable diseases (NCDs), with phenotypes ranging from allergic chronic immuno-inflammatory diseases to neuropsychiatric disorders, it becomes evident that their seeds are sown during the early stages of life. Furthermore, within only a few decades, human obesity has reached epidemic proportions and now represents the most serious public health challenge of our time. Recent demonstrations that a growing number of these conditions are linked to aberrant gut microbiota composition and function have evoked active scientific interest in host-microbe crosstalk, characterizing and modulating the gut microbiota in at-risk circumstances. These efforts appear particularly justified during the most critical period of developmental plasticity when the child's immune, metabolic, and microbiological constitutions lend themselves to long-term adjustment. Pregnancy and early infancy epitomize an ideal developmental juncture for preventive measures aiming to reduce the risk of NCDs; by promoting the health of pregnant and lactating women today, the health of the next generation(s) may be successfully improved. The perfect tools for this initiative derive from the earliest and most massive source of environmental exposures, namely the microbiome and nutrition, due to their fundamental interactions in the function of the host immune and metabolic maturation.
Collapse
Affiliation(s)
- Erika Isolauri
- Department of Clinical Medicine, Faculty of Medicine, University of Turku, 20520 Turku, Finland;
- Department of Paediatrics and Adolescent Medicine, Turku University Hospital, Kiinamyllynkatu 4-8, 20520 Turku, Finland
| | - Kirsi Laitinen
- Nutrition and Food Research Center & Institute of Biomedicine, Faculty of Medicine, University of Turku, 20520 Turku, Finland
| |
Collapse
|
6
|
Padilha M, Keller VN, Normando P, Schincaglia RM, Freitas-Costa NC, Freire SSR, Delpino FM, de Castro IRR, Lacerda EMA, Farias DR, Kroezen Z, Shanmuganathan M, Britz-Mckibbin P, Kac G. Serum metabolome indicators of early childhood development in the Brazilian National Survey on Child Nutrition (ENANI-2019). eLife 2025; 14:e97982. [PMID: 39812094 PMCID: PMC11805503 DOI: 10.7554/elife.97982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 12/03/2024] [Indexed: 01/16/2025] Open
Abstract
Background The role of circulating metabolites on child development is understudied. We investigated associations between children's serum metabolome and early childhood development (ECD). Methods Untargeted metabolomics was performed on serum samples of 5004 children aged 6-59 months, a subset of participants from the Brazilian National Survey on Child Nutrition (ENANI-2019). ECD was assessed using the Survey of Well-being of Young Children's milestones questionnaire. The graded response model was used to estimate developmental age. Developmental quotient (DQ) was calculated as the developmental age divided by chronological age. Partial least square regression selected metabolites with a variable importance projection ≥1. The interaction between significant metabolites and the child's age was tested. Results Twenty-eight top-ranked metabolites were included in linear regression models adjusted for the child's nutritional status, diet quality, and infant age. Cresol sulfate (β=-0.07; adjusted-p <0.001), hippuric acid (β=-0.06; adjusted-p <0.001), phenylacetylglutamine (β=-0.06; adjusted-p <0.001), and trimethylamine-N-oxide (β=-0.05; adjusted-p=0.002) showed inverse associations with DQ. We observed opposite directions in the association of DQ for creatinine (for children aged -1 SD: β=-0.05; pP=0.01;+1 SD: β=0.05; p=0.02) and methylhistidine (-1 SD: β = - 0.04; p=0.04;+1 SD: β=0.04; p=0.03). Conclusions Serum biomarkers, including dietary and microbial-derived metabolites involved in the gut-brain axis, may potentially be used to track children at risk for developmental delays. Funding Supported by the Brazilian Ministry of Health and the Brazilian National Research Council.
Collapse
Affiliation(s)
- Marina Padilha
- Department of Social and Applied Nutrition, Federal University of Rio de Janeiro, Josué de Castro Nutrition InstituteRio de JaneiroBrazil
| | - Victor Nahuel Keller
- Department of Social and Applied Nutrition, Federal University of Rio de Janeiro, Josué de Castro Nutrition InstituteRio de JaneiroBrazil
| | - Paula Normando
- Department of Social and Applied Nutrition, Federal University of Rio de Janeiro, Josué de Castro Nutrition InstituteRio de JaneiroBrazil
| | - Raquel M Schincaglia
- Department of Social and Applied Nutrition, Federal University of Rio de Janeiro, Josué de Castro Nutrition InstituteRio de JaneiroBrazil
| | - Nathalia C Freitas-Costa
- Department of Social and Applied Nutrition, Federal University of Rio de Janeiro, Josué de Castro Nutrition InstituteRio de JaneiroBrazil
| | - Samary SR Freire
- Department of Social and Applied Nutrition, Federal University of Rio de Janeiro, Josué de Castro Nutrition InstituteRio de JaneiroBrazil
| | - Felipe M Delpino
- Department of Social and Applied Nutrition, Federal University of Rio de Janeiro, Josué de Castro Nutrition InstituteRio de JaneiroBrazil
| | - Inês RR de Castro
- Department of Social Nutrition, Institute of Nutrition, State University of Rio de JaneiroRio de JaneiroBrazil
| | - Elisa MA Lacerda
- Department of Nutrition and Dietetics, Federal University of Rio de Janeiro, Josué de Castro Nutrition InstituteRio de JaneiroBrazil
| | - Dayana R Farias
- Department of Social and Applied Nutrition, Federal University of Rio de Janeiro, Josué de Castro Nutrition InstituteRio de JaneiroBrazil
| | - Zachary Kroezen
- Department of Chemistry and Chemical Biology, McMaster UniversityHamiltonCanada
| | | | | | - Gilberto Kac
- Department of Social and Applied Nutrition, Federal University of Rio de Janeiro, Josué de Castro Nutrition InstituteRio de JaneiroBrazil
| |
Collapse
|
7
|
Zhou Z, Kleis L, Depetris-Chauvin A, Jaskulski S, Damerell V, Michels KB, Gigic B, Nöthlings U, Panagiotou G. Beneficial microbiome and diet interplay in early-onset colorectal cancer. EMBO Mol Med 2025; 17:9-30. [PMID: 39653811 PMCID: PMC11730345 DOI: 10.1038/s44321-024-00177-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 10/30/2024] [Accepted: 11/08/2024] [Indexed: 01/15/2025] Open
Abstract
Colorectal cancer (CRC) is the third most commonly diagnosed cancer and the second leading cause of cancer-related deaths worldwide. Although the risk of developing CRC increases with age, approximately 10% of newly diagnosed cases occur in individuals under the age of 50. Significant changes in dietary habits in young adults since industrialization create a favorable microenvironment for colorectal carcinogenesis. We aim here to shed light on the complex interplay between diet and gut microbiome in the pathogenesis and prevention of early-onset CRC (EO-CRC). We provide an overview of dietary risk factors associated with EO-CRC and contrast them with the general trends for CRC. We delve into gut bacteria, fungi, and phages with potential benefits against CRC and discuss the underlying molecular mechanisms. Furthermore, based on recent findings from human studies, we offer insights into how dietary modifications could potentially enhance gut microbiome composition to mitigate CRC risk. All together, we outline the current research landscape in this area and propose directions for future investigations that could pave the way for novel preventive and therapeutic strategies.
Collapse
Affiliation(s)
- Zhengyuan Zhou
- Department of Microbiome Dynamics, Leibniz Institute for Natural Product Research and Infection Biology (Leibniz-HKI), Jena, Germany
| | - Linda Kleis
- Institute of Nutritional and Food Sciences-Nutritional Epidemiology, University of Bonn, Friedrich-Hirzebruch-Allee 7, 53115, Bonn, Germany
| | - Ana Depetris-Chauvin
- Department of Microbiome Dynamics, Leibniz Institute for Natural Product Research and Infection Biology (Leibniz-HKI), Jena, Germany
| | - Stefanie Jaskulski
- Institute for Prevention and Cancer Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Victoria Damerell
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Karin B Michels
- Institute for Prevention and Cancer Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Biljana Gigic
- Department of General, Visceral and Transplantation Surgery, Heidelberg University Hospital, Heidelberg, Germany
| | - Ute Nöthlings
- Institute of Nutritional and Food Sciences-Nutritional Epidemiology, University of Bonn, Friedrich-Hirzebruch-Allee 7, 53115, Bonn, Germany.
| | - Gianni Panagiotou
- Department of Microbiome Dynamics, Leibniz Institute for Natural Product Research and Infection Biology (Leibniz-HKI), Jena, Germany.
- Friedrich Schiller University, Faculty of Biological Sciences, Jena, Germany.
- Friedrich Schiller University, Jena University Hospital, Jena, Germany.
| |
Collapse
|
8
|
Dreisbach C, Nansel T, Peddada S, Nicholson W, Siega-Riz AM. Dietary Sugar and Saturated Fat Consumption Associated with the Gastrointestinal Microbiome during Pregnancy. J Nutr 2024; 154:3246-3254. [PMID: 39307280 PMCID: PMC11600114 DOI: 10.1016/j.tjnut.2024.09.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 07/29/2024] [Accepted: 09/10/2024] [Indexed: 10/13/2024] Open
Abstract
BACKGROUND Growing evidence supports changes in the gastrointestinal microbiome over the course of pregnancy may have an impact on the short- and long-term health of both the mother and the child. OBJECTIVE Our objective was to explore the association of diet quality, as measured by the Healthy Eating Index (HEI), with the composition and gene ontology (GO) representation of microbial function in the maternal gastrointestinal microbiome during pregnancy. METHODS We conducted a retrospective, observational analysis of n = 185 pregnant participants in the Pregnancy Eating Attributes Study. Maternal dietary intake was assessed in the first trimester using the automated self-administered 24-h recall method, from which the HEI 2015 was calculated. Rectal swabs were obtained in the second trimester and sequenced using the NovaSeq 6000 system shotgun platform. We used unsupervised clustering to identify microbial enterotypes representative of maternal taxa and GO functional term composition. Multivariable linear models were used to identify associations between taxa, functional terms, and food components while controlling for relevant covariates. Multinomial regression was then used to predict enterotype membership based on a participant's HEI food component score. RESULTS Those in the high diet quality tertile had a lower early pregnancy BMI [mean (M) = 23.48 kg/m2, SD = 3.38] compared with the middle (M = 27.35, SD = 6.01) and low (M = 27.49, SD = 6.99) diet quality tertiles (P < 0.01). There were no statistically significant associations between the HEI components or the total HEI score and the 4 alpha diversity measures. Differences in taxa and GO term enterotypes were found in participants with, but not limited to, a higher saturated fat component score (β = 1.35, P = 0.01), added sugar HEI component (β = 0.07, P < 0.001), and higher total dairy score (β = 1.58, P = 0.01). CONCLUSIONS Specific dietary components are associated with microbial composition and function in the second trimester of pregnancy. These findings provide a foundation for future testable hypotheses.
Collapse
Affiliation(s)
- Caitlin Dreisbach
- School of Nursing, University of Rochester, Rochester, NY, United States; Goergen Institute for Data Science, University of Rochester, Rochester, NY, United States.
| | - Tonja Nansel
- Social and Behavioral Sciences Branch, Division of Population Health Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, Bethesda, MD, United States
| | - Shyamal Peddada
- Biostatistics & Computational Biology Branch, National Institute for Environmental Health Sciences, Bethesda, MD, United States
| | - Wanda Nicholson
- Milken Institute School of Public Health, George Washington University, Washington, DC, United States
| | - Anna Maria Siega-Riz
- School of Public Health and Health Sciences, University of Massachusetts Amherst, Amherst, MA, United States
| |
Collapse
|
9
|
Liedike B, Khatib M, Tabarsi B, Harris M, Wilson SL, Ortega-Santos CP, Mohr AE, Vega-López S, Whisner CM. Evaluating the Effects of Corn Flour Product Consumption on Cardiometabolic Outcomes and the Gut Microbiota in Adults with Elevated Cholesterol: A Randomized Crossover. J Nutr 2024; 154:2437-2447. [PMID: 38880174 PMCID: PMC11923428 DOI: 10.1016/j.tjnut.2024.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 05/24/2024] [Accepted: 06/12/2024] [Indexed: 06/18/2024] Open
Abstract
BACKGROUND Consumption of whole grains is associated with a reduction in chronic diseases and offers benefits for cardiovascular health and metabolic regulation. The relationship between whole-grain corn and corn bran with the gut microbiota (GM) remains an area of growing interest, particularly regarding their influence on cardiometabolic health. OBJECTIVES To investigate the effects of different corn flours on cardiometabolic outcomes and GM changes in adults with elevated low-density lipoprotein cholesterol (LDL cholesterol) concentrations. METHODS In this crossover study, 36 adults with LDL cholesterol above 110 mg/dL consumed 48 g/d of 3 corn flour types for 4 wk: whole-grain corn meal, refined corn meal (RCM), and a blend of RCM and corn bran (RCM + B). We assessed the impact on cardiometabolic markers [LDL cholesterol, high-density lipoprotein cholesterol (HDL cholesterol), total cholesterol, and triglycerides)] and GM composition and estimated function. Statistical analyses included mixed-effects modeling and responder (>5% decrease in LDL cholesterol) analysis to evaluate changes in GM related to lipid profile improvements. RESULTS Of the 3 corn flour types, only RCM + B significantly decreased LDL cholesterol over time (-10.4 ± 3.6 mg/dL, P = 0.005) and marginally decreased total cholesterol (-9.2 ± 3.9 mg/dL, P = 0.072) over time. There were no significant effects on HDL cholesterol or triglyceride concentrations. No significant changes were observed in GM alpha diversity, whereas beta diversity metrics indicated individual variability. Two genera, unclassified Lachnospiraceae and Agathobaculum (Padj ≤ 0.096), differed significantly by treatment, but only Agathobaculum remained significantly elevated in the whole-grain corn meal, compared to RCM and RCM + B, after adjustment for multiple comparisons. CONCLUSIONS The type of corn flour, particularly RCM + B, notably influenced LDL cholesterol concentrations in adults with elevated LDL cholesterol. This study suggests that incorporating milled fractions (e.g., bran) of whole-grain corn with refined corn flour may be a viable alternative to supplementing manufactured grain products with isolated or synthetic fibers for improved metabolic health. This trial was registered at clinicaltrials.gov as NCT03967990.
Collapse
Affiliation(s)
- Bethany Liedike
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States
| | - Maissa Khatib
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States
| | - Baharak Tabarsi
- Community Health Center, Valleywise Health, Phoenix, AZ, United States
| | - Michelle Harris
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States
| | - Shannon L Wilson
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States
| | - Carmen P Ortega-Santos
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States; Department of Exercise and Nutrition Sciences, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States
| | - Alex E Mohr
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States; Center for Health Through Microbiomes, The Biodesign Institute, Arizona State University, Tempe, AZ, United States
| | - Sonia Vega-López
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States; Southwest Interdisciplinary Research Center, Arizona State University, Phoenix, AZ, United States.
| | - Corrie M Whisner
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States; Center for Health Through Microbiomes, The Biodesign Institute, Arizona State University, Tempe, AZ, United States.
| |
Collapse
|
10
|
Holscher HD. Diving into dietary pattern and dietary diversity analyses. Am J Clin Nutr 2024; 119:1095-1096. [PMID: 38702106 DOI: 10.1016/j.ajcnut.2024.03.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 03/17/2024] [Indexed: 05/06/2024] Open
Affiliation(s)
- Hannah D Holscher
- Department of Food Science and Human Nutrition, University of Illinois, Urbana-Champaign, Urbana, IL, United States; Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL, United States.
| |
Collapse
|
11
|
Ferenc K, Sokal-Dembowska A, Helma K, Motyka E, Jarmakiewicz-Czaja S, Filip R. Modulation of the Gut Microbiota by Nutrition and Its Relationship to Epigenetics. Int J Mol Sci 2024; 25:1228. [PMID: 38279228 PMCID: PMC10816208 DOI: 10.3390/ijms25021228] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 01/12/2024] [Accepted: 01/16/2024] [Indexed: 01/28/2024] Open
Abstract
The intestinal microbiota is a community of microorganisms inhabiting the human intestines, potentially influencing both physiological and pathophysiological processes in the human body. Existing evidence suggests that nutrients can influence the modulation of the gut microbiota. However, there is still limited evidence regarding the effects of vitamin and mineral supplementation on the human gut microbiota through epigenetic modification. It is plausible that maintaining an adequate dietary intake of vitamin D, iron, fibre, zinc and magnesium may have a beneficial effect on alleviating inflammation in the body, reducing oxidative stress, and improving the condition of the intestinal microbiota through various epigenetic mechanisms. Moreover, epigenetics involves alterations in the phenotype of a cell without changing its fundamental DNA sequence. It appears that the modulation of the microbiota by various nutrients may lead to epigenetic regulation. The correlations between microbiota and epigenetics are potentially interdependent. Therefore, the primary objective of this review is to identify the complex relationships between diet, gut microbiota, and epigenetic regulation. These interactions could play a crucial role in systemic health.
Collapse
Affiliation(s)
- Katarzyna Ferenc
- Institute of Medicine, Medical College of Rzeszow University, 35-959 Rzeszow, Poland
| | - Aneta Sokal-Dembowska
- Institute of Health Sciences, Medical College of Rzeszow University, 35-959 Rzeszow, Poland
| | - Kacper Helma
- Institute of Health Sciences, Medical College of Rzeszow University, 35-959 Rzeszow, Poland
| | - Elżbieta Motyka
- Centre for Innovative Research in Medical and Natural Sciences, Medical College of Rzeszow University, 35-959 Rzeszow, Poland
| | | | - Rafał Filip
- Institute of Medicine, Medical College of Rzeszow University, 35-959 Rzeszow, Poland
- Department of Gastroenterology with IBD Unit, Clinical Hospital No. 2, 35-301 Rzeszow, Poland
| |
Collapse
|
12
|
Woolf EK, Lee SY, Ghanem N, Vazquez AR, Johnson SA. Protective effects of blueberries on vascular function: A narrative review of preclinical and clinical evidence. Nutr Res 2023; 120:20-57. [PMID: 37913730 PMCID: PMC12046616 DOI: 10.1016/j.nutres.2023.09.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 09/18/2023] [Accepted: 09/23/2023] [Indexed: 11/03/2023]
Abstract
Blueberries are rich in nutrients and (poly)phenols, popular with consumers, and a major agricultural crop with year-round availability supporting their use in food-based strategies to promote human health. Accumulating evidence indicates blueberry consumption has protective effects on cardiovascular health including vascular dysfunction (i.e., endothelial dysfunction and arterial stiffening). This narrative review synthesizes evidence on blueberries and vascular function and provides insight into underlying mechanisms with a focus on oxidative stress, inflammation, and gut microbiota. Evidence from animal studies supports beneficial impacts on vascular function. Human studies indicate acute and chronic blueberry consumption can improve endothelial function in healthy and at-risk populations and may modulate arterial stiffness, but that evidence is less certain. Results from cell, animal, and human studies suggest blueberry consumption improves vascular function through improving nitric oxide bioavailability, oxidative stress, and inflammation. Limited data in animals suggest the gut microbiome mediates beneficial effects of blueberries on vascular function; however, there is a paucity of studies evaluating the gut microbiome in humans. Translational evidence indicates anthocyanin metabolites mediate effects of blueberries on endothelial function, though this does not exclude potential synergistic and/or additive effects of other blueberry components. Further research is needed to establish the clinical efficacy of blueberries to improve vascular function in diverse human populations in a manner that provides mechanistic information. Translation of clinical research to the community/public should consider feasibility, social determinants of health, culture, community needs, assets, and desires, barriers, and drivers to consumption, among other factors to establish real-world impacts of blueberry consumption.
Collapse
Affiliation(s)
- Emily K Woolf
- Department of Food Science and Human Nutrition, Colorado State University, Fort Collins, CO, USA
| | - Sylvia Y Lee
- Department of Food Science and Human Nutrition, Colorado State University, Fort Collins, CO, USA
| | - Nancy Ghanem
- Department of Food Science and Human Nutrition, Colorado State University, Fort Collins, CO, USA
| | - Allegra R Vazquez
- Department of Food Science and Human Nutrition, Colorado State University, Fort Collins, CO, USA
| | - Sarah A Johnson
- Department of Food Science and Human Nutrition, Colorado State University, Fort Collins, CO, USA.
| |
Collapse
|
13
|
Hill EB, Konigsberg IR, Ir D, Frank DN, Jambal P, Litkowski EM, Lange EM, Lange LA, Ostendorf DM, Scorsone JJ, Wayland L, Bing K, MacLean PS, Melanson EL, Bessesen DH, Catenacci VA, Stanislawski MA, Borengasser SJ. The Microbiome, Epigenome, and Diet in Adults with Obesity during Behavioral Weight Loss. Nutrients 2023; 15:3588. [PMID: 37630778 PMCID: PMC10458964 DOI: 10.3390/nu15163588] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Revised: 07/15/2023] [Accepted: 07/18/2023] [Indexed: 08/27/2023] Open
Abstract
Obesity has been linked to the gut microbiome, epigenome, and diet, yet these factors have not been studied together during obesity treatment. Our objective was to evaluate associations among gut microbiota (MB), DNA methylation (DNAme), and diet prior to and during a behavioral weight loss intervention. Adults (n = 47, age 40.9 ± 9.7 years, body mass index (BMI) 33.5 ± 4.5 kg/m2, 77% female) with data collected at baseline (BL) and 3 months (3 m) were included. Fecal MB was assessed via 16S sequencing and whole blood DNAme via the Infinium EPIC array. Food group and nutrient intakes and Healthy Eating Index (HEI) scores were calculated from 7-day diet records. Linear models were used to test for the effect of taxa relative abundance on DNAme and diet cross-sectionally at each time point, adjusting for confounders and a false discovery rate of 5%. Mean weight loss was 6.2 ± 3.9% at 3 m. At BL, one MB taxon, Ruminiclostridium, was associated with DNAme of the genes COL20A1 (r = 0.651, p = 0.029), COL18A1 (r = 0.578, p = 0.044), and NT5E (r = 0.365, p = 0.043). At 3 m, there were 14 unique MB:DNAme associations, such as Akkermansia with DNAme of GUSB (r = -0.585, p = 0.003), CRYL1 (r = -0.419, p = 0.007), C9 (r = -0.439, p = 0.019), and GMDS (r = -0.559, p = 0.046). Among taxa associated with DNAme, no significant relationships were seen with dietary intakes of relevant nutrients, food groups, or HEI scores. Our findings indicate that microbes linked to mucin degradation, short-chain fatty acid production, and body weight are associated with DNAme of phenotypically relevant genes. These relationships offer an initial understanding of the possible routes by which alterations in gut MB may influence metabolism during weight loss.
Collapse
Affiliation(s)
- Emily B Hill
- Section of Nutrition, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Iain R Konigsberg
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Diana Ir
- Division of Infectious Diseases, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Daniel N Frank
- Division of Infectious Diseases, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Purevsuren Jambal
- Section of Nutrition, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Elizabeth M Litkowski
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Department of Epidemiology, University of Colorado School of Public Health, Aurora, CO 80045, USA
- Eastern Colorado Veterans Affairs Geriatric Research, Education, and Clinical Center, Aurora, CO 80045, USA
| | - Ethan M Lange
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Department of Biostatistics and Informatics, University of Colorado School of Public Health, Aurora, CO 80045, USA
| | - Leslie A Lange
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Eastern Colorado Veterans Affairs Geriatric Research, Education, and Clinical Center, Aurora, CO 80045, USA
| | - Danielle M Ostendorf
- Division of Endocrinology, Metabolism, and Diabetes, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Anschutz Health and Wellness Center, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Jared J Scorsone
- Anschutz Health and Wellness Center, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Liza Wayland
- Division of Endocrinology, Metabolism, and Diabetes, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Anschutz Health and Wellness Center, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Kristen Bing
- Anschutz Health and Wellness Center, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Paul S MacLean
- Division of Endocrinology, Metabolism, and Diabetes, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Edward L Melanson
- Division of Endocrinology, Metabolism, and Diabetes, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Division of Geriatric Medicine, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Daniel H Bessesen
- Division of Endocrinology, Metabolism, and Diabetes, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Victoria A Catenacci
- Division of Endocrinology, Metabolism, and Diabetes, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
- Anschutz Health and Wellness Center, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Maggie A Stanislawski
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Sarah J Borengasser
- Section of Nutrition, Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| |
Collapse
|
14
|
Johnson AJ. Connecting the Healthy Eating Index With Microbiota Diversity. J Nutr 2023; 153:1846-1847. [PMID: 37187354 DOI: 10.1016/j.tjnut.2023.05.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 04/14/2023] [Accepted: 05/10/2023] [Indexed: 05/17/2023] Open
Affiliation(s)
- Abigail J Johnson
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, MN, United States.
| |
Collapse
|