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Muñoz-Fernandez SS, Garcez FB, Alencar JCG, Bastos AA, Morley JE, Cederholm T, Aprahamian I, de Souza HP, Avelino-Silva TJ, Bindels LB, Ribeiro SML. Gut microbiota disturbances in hospitalized older adults with malnutrition and clinical outcomes. Nutrition 2024; 122:112369. [PMID: 38422755 DOI: 10.1016/j.nut.2024.112369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 01/15/2024] [Accepted: 01/23/2024] [Indexed: 03/02/2024]
Abstract
OBJECTIVE Malnutrition is one of the most threatening conditions in geriatric populations. The gut microbiota has an important role in the host's metabolic and muscular health: however, its interplay with disease-related malnutrition is not well understood. We aimed to identify the association of malnutrition with the gut microbiota and predict clinical outcomes in hospitalized acutely ill older adults. METHODS We performed a secondary longitudinal analysis in 108 geriatric patients from a prospective cohort evaluated at admission and 72 h of hospitalization. We collected clinical, demographic, nutritional, and 16S rRNA gene-sequenced gut microbiota data. Microbiota diversity, overall composition, and differential abundance were calculated and compared between patients with and without malnutrition. Microbiota features associated with malnutrition were used to predict clinical outcomes. RESULTS Patients with malnutrition (51%) had a different microbiota composition compared to those who were well-nourished during hospitalization (ANOSIM R = 0.079, P = 0.003). Patients with severe malnutrition showed poorer α-diversity at admission (Shannon P = 0.012, Simpson P = 0.018) and follow-up (Shannon P = 0.023, Chao1 P = 0.008). Differential abundance of Lachnospiraceae NK4A136 group, Subdoligranulum, and Faecalibacterium prausnitzii were significantly lower and inversely associated with malnutrition, while Corynebacterium, Ruminococcaceae Incertae Sedis, and Fusobacterium were significantly increased and positively associated with malnutrition. Corynebacterium, Ruminococcaceae Incertae Sedis, and the overall composition were important predictors of critical care in patients with malnutrition during hospitalization. CONCLUSION Older adults with malnutrition, especially in a severe stage, may be subject to substantial gut microbial disturbances during hospitalization. The gut microbiota profile of patients with malnutrition might help us to predict worse clinical outcomes.
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Affiliation(s)
- Shirley S Muñoz-Fernandez
- Nutrition Department, School of Public Health, University of São Paulo, São Paulo, Sao Paulo, Brazil.
| | - Flavia B Garcez
- Laboratorio de Investigacao Medica em Envelhecimento (LIM 66), Servico de Geriatria, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Sao Paulo, Brazil; Departamento de Medicina, Hospital Universitario, Universidade Federal de Sergipe, Aracaju, Sergipe, Brazil
| | - Julio C G Alencar
- Disciplina de Emergencias Clínicas, Departamento de Clínica Medica, Faculty of Medicine, University of São Paulo, São Paulo, Sao Paulo, Brazil
| | - Amália A Bastos
- Nutrition Department, School of Public Health, University of São Paulo, São Paulo, Sao Paulo, Brazil
| | - John E Morley
- Division of Geriatric Medicine, School of Medicine, Saint Louis University, St. Louis, Missouri, USA
| | - Tommy Cederholm
- Department of Public Health and Caring Sciences, Clinical Nutrition and Metabolism, Uppsala University, Uppsala, Sweden; Karolinska University Hospital, Stockholm, Sweden
| | - Ivan Aprahamian
- Division of Geriatrics, Department of Internal Medicine, Jundiaí Medical School, Group of Investigation on Multimorbidity and Mental Health in Aging (GIMMA), Jundiaí, Sao Paulo, Brazil
| | - Heraldo P de Souza
- Disciplina de Emergencias Clínicas, Departamento de Clínica Medica, Faculty of Medicine, University of São Paulo, São Paulo, Sao Paulo, Brazil
| | - Thiago J Avelino-Silva
- Laboratorio de Investigacao Medica em Envelhecimento (LIM 66), Servico de Geriatria, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Sao Paulo, Brazil
| | - Laure B Bindels
- Metabolism and Nutrition Research Group, Louvain Drug Research Institute, Université catholique de Louvain, Brussels, Belgium
| | - Sandra M L Ribeiro
- Nutrition Department, School of Public Health, University of São Paulo, São Paulo, Sao Paulo, Brazil; School of Arts, Science, and Humanity, University of São Paulo, São Paulo, Sao Paulo, Brazil
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Bastos AA, Félix PV, Castro MA, Fisberg RM, Silva AAM, Yannakoulia M, Ribeiro SML. Comparison and convergent validity of five Mediterranean dietary indexes applied to Brazilian adults and older adults: data from a population-based study (2015 ISA-Nutrition). J Nutr Sci 2023; 12:e12. [PMID: 36843964 PMCID: PMC9947597 DOI: 10.1017/jns.2022.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 12/22/2022] [Indexed: 01/27/2023] Open
Abstract
Different dietary indexes are proposed to investigate adherence to the Mediterranean diet (MD). However, they are based on different methodologies, and limited research has compared them to each other, particularly in non-Mediterranean populations. We aimed to compare five indexes intended to measure adherence to the MD. The sample was composed of adults and older adults (n 1187) from 2015 ISA-Nutrition, a cross-sectional population-based study in São Paulo, SP, Brazil. Dietary data obtained through two 24-h dietary recalls (24HDR) from which the Mediterranean diet scale (MDS), Mediterranean diet Score (MedDietscore), Mediterranean dietary pattern (MDP), Mediterranean Adequacy Index (MAI) and Mediterranean-Style Dietary Pattern Score (MSDPS) were calculated. The correlations and agreements between them were analysed by Spearman's correlation and linearly weighted Cohen's Kappa coefficients, respectively. Confirmatory factor analyses (CFAs) were applied to investigate their convergent validity. The highest correlations were found between MDP and MAI (r = 0⋅76; 95% CI 0⋅74-0⋅79) and between MDP and MDS (r = 0⋅72; 95% CI 0⋅69-0⋅75). The greatest agreements observed were moderate, between MDP v. MAI (κ = 0⋅57, P < 0⋅001) and MDP v. MDS (κ = 0⋅48, P < 0⋅001). The goodness-of-fit of CFA for MedDietscore (RMSEA = 0⋅033, 90% CI 0⋅02-0⋅042; SRMR = 0⋅042) and MSDPS (RMSEA = 0⋅028, 90% CI 0⋅019-0⋅037; SRMR = 0⋅031) had acceptable values for absolute fit indices. Vegetables, olive oil, MUFA:SFA ratio and cereals with legumes were more relevant to characterise the MD (factor loadings ≥0⋅50). The MDS, MAI and MDP classified the population similarly, but the MedDietscore showed better performances in evaluating adherence to the MD. These results provided guidance for the most appropriate Mediterranean dietary index to be applied in non-Mediterranean populations.
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Affiliation(s)
- Amália A. Bastos
- Department of Nutrition, Public Health School, University of Sao Paulo, São Paulo, Brazil
| | - Paula V. Félix
- Department of Nutrition, Public Health School, University of Sao Paulo, São Paulo, Brazil
| | | | - Regina M. Fisberg
- Department of Nutrition, Public Health School, University of Sao Paulo, São Paulo, Brazil
| | - Antônio A. M. Silva
- Department of Public Health, Federal University of Maranhão, São Luís, Brazil
| | - Mary Yannakoulia
- Department of Nutrition and Dietetics, School of Health Sciences and Education, Harokopio University, Athens, Greece
| | - Sandra M. L. Ribeiro
- Department of Nutrition, Public Health School, University of Sao Paulo, São Paulo, Brazil
- School of Arts, Sciences and Humanities, University of Sao Paulo, São Paulo, Brazil
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