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Wood AC, Graca G, Gadgil M, Senn MK, Allison MA, Tzoulaki I, Greenland P, Ebbels T, Elliott P, Goodarzi MO, Tracy R, Rotter JI, Herrington D. Untargeted metabolomic analysis investigating links between unprocessed red meat intake and markers of inflammation. Am J Clin Nutr 2023; 118:989-999. [PMID: 37660929 PMCID: PMC10797554 DOI: 10.1016/j.ajcnut.2023.08.018] [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: 01/31/2023] [Revised: 08/21/2023] [Accepted: 08/30/2023] [Indexed: 09/05/2023] Open
Abstract
BACKGROUND Whether red meat consumption is associated with higher inflammation or confounded by increased adiposity remains unclear. Plasma metabolites capture the effects of diet after food is processed, digested, and absorbed, and correlate with markers of inflammation, so they can help clarify diet-health relationships. OBJECTIVE To identify whether any metabolites associated with red meat intake are also associated with inflammation. METHODS A cross-sectional analysis of observational data from older adults (52.84% women, mean age 63 ± 0.3 y) participating in the Multi-Ethnic Study of Atherosclerosis (MESA). Dietary intake was assessed by food-frequency questionnaire, alongside C-reactive protein (CRP), interleukin-2, interleukin-6, fibrinogen, homocysteine, and tumor necrosis factor alpha, and untargeted proton nuclear magnetic resonance (1H NMR) metabolomic features. Associations between these variables were examined using linear regression models, adjusted for demographic factors, lifestyle behaviors, and body mass index (BMI). RESULTS In analyses that adjust for BMI, neither processed nor unprocessed forms of red meat were associated with any markers of inflammation (all P > 0.01). However, when adjusting for BMI, unprocessed red meat was inversely associated with spectral features representing the metabolite glutamine (sentinel hit: β = -0.09 ± 0.02, P = 2.0 × 10-5), an amino acid which was also inversely associated with CRP level (β = -0.11 ± 0.01, P = 3.3 × 10-10). CONCLUSIONS Our analyses were unable to support a relationship between either processed or unprocessed red meat and inflammation, over and above any confounding by BMI. Glutamine, a plasma correlate of lower unprocessed red meat intake, was associated with lower CRP levels. The differences in diet-inflammation associations, compared with diet metabolite-inflammation associations, warrant further investigation to understand the extent that these arise from the following: 1) a reduction in measurement error with metabolite measures; 2) the extent that which factors other than unprocessed red meat intake contribute to glutamine levels; and 3) the ability of plasma metabolites to capture individual differences in how food intake is metabolized.
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Affiliation(s)
- Alexis C Wood
- United States Department of Agriculture (USDA)/ARS Children's Nutrition Research Center, Baylor College of Medicine, TX, United States.
| | - Goncalo Graca
- Section of Bioinformatics, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Meghana Gadgil
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, CA, United States
| | - Mackenzie K Senn
- United States Department of Agriculture (USDA)/ARS Children's Nutrition Research Center, Baylor College of Medicine, TX, United States
| | - Matthew A Allison
- Department of Family Medicine, University of California, San Diego, La Jolla, CA, United States
| | - Ioanna Tzoulaki
- Department of Hygiene and Epidemiology, University of Ioannina Medical School, Ioannina, Greece; Department of Epidemiology and Biostatistics, Imperial College London School of Public Health, London, United Kingdom
| | - Philip Greenland
- Departments of Preventive Medicine and Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Timothy Ebbels
- Biomolecular Medicine, Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Paul Elliott
- Department of Epidemiology and Biostatistics, Imperial College London School of Public Health, London, United Kingdom
| | - Mark O Goodarzi
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, United States
| | - Russell Tracy
- Laboratory for Clinical Biochemistry Research, University of Vermont, Burlington, VT, United States
| | - Jerome I Rotter
- The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA, United States
| | - David Herrington
- Section on Cardiovascular Medicine, Department of Internal Medicine, Wake Forest School of Medicine; Medical Center Boulevard, Winston-Salem, NC, United States
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Koeder C, Anand C, Husain S, Kranz RM, Schoch N, Alzughayyar D, Bitterlich N, Hahn A, Englert H. Exploratory analysis of the effect of a controlled lifestyle intervention on inflammatory markers - the Healthy Lifestyle Community Programme (cohort 2). BMC Nutr 2023; 9:25. [PMID: 36747285 PMCID: PMC9900566 DOI: 10.1186/s40795-023-00684-2] [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: 02/07/2022] [Accepted: 01/31/2023] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Chronic low-grade inflammation is associated with an increased risk of chronic disease and mortality. The objective of the study was to test the effect of a healthy lifestyle intervention on biomarkers of inflammation (among other risk markers). METHODS We conducted a non-randomized controlled trial with mostly middle-aged and elderly participants from the general population in rural northwest Germany (intervention: n = 114; control: n = 87). The intervention consisted of a 1-year lifestyle programme focusing on diet (largely plant-based; strongest emphasis), physical activity, stress management, and social support. High-sensitivity C-reactive protein (hs-CRP) was assessed at baseline, 10 weeks, 6 months, and 1 year. Homocysteine (Hcy) was assessed at baseline, 10 weeks, and 1 year. Adiponectin (Apn) was assessed at baseline and 10 weeks. An exploratory analysis of these inflammatory markers assessing the between-group differences with ANCOVA was conducted. RESULTS The 1-year trajectory of hs-CRP was significantly lower in the intervention group compared to control (between-group difference: -0.8 (95% CI -1.2, -0.3) mg/l; p = 0.001; adjusted for baseline). The 1-year trajectory of Hcy was non-significantly higher in the intervention compared to control (between-group difference: 0.2 (95% CI -0.3, 0.7) µmol/l; p = 0.439; adjusted for baseline). From baseline to 10 weeks, Apn decreased significantly more in the intervention group compared to control (between-group difference: -1.6 (95% CI -2.7, -0.5) µg/ml; p = 0.004; adjusted for baseline). CONCLUSIONS Our study shows that healthy lifestyle changes can lower hs-CRP and Apn levels and are unlikely to significantly affect Hcy levels within 1 year. TRIAL REGISTRATION German Clinical Trials Register (DRKS; reference: DRKS00018775 , registered 12 Sept 2019; retrospectively registered; www.drks.de ).
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Affiliation(s)
- Christian Koeder
- grid.9122.80000 0001 2163 2777Institute of Food Science and Human Nutrition, Leibniz University Hanover, Hanover, Germany ,grid.466058.9Department of Nutrition, University of Applied Sciences Münster, Münster, Germany
| | - Corinna Anand
- grid.466058.9Department of Nutrition, University of Applied Sciences Münster, Münster, Germany
| | - Sarah Husain
- grid.466058.9Department of Nutrition, University of Applied Sciences Münster, Münster, Germany
| | - Ragna-Marie Kranz
- grid.466058.9Department of Nutrition, University of Applied Sciences Münster, Münster, Germany
| | - Nora Schoch
- grid.466058.9Department of Nutrition, University of Applied Sciences Münster, Münster, Germany
| | - Dima Alzughayyar
- grid.466058.9Department of Nutrition, University of Applied Sciences Münster, Münster, Germany
| | - Norman Bitterlich
- Department of Biostatistics, Medizin & Service GmbH, Chemnitz, Germany
| | - Andreas Hahn
- grid.9122.80000 0001 2163 2777Institute of Food Science and Human Nutrition, Leibniz University Hanover, Hanover, Germany
| | - Heike Englert
- grid.466058.9Department of Nutrition, University of Applied Sciences Münster, Münster, Germany
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Liu YH, Zheng L, Cheng C, Li SN, Shivappa N, Hebert JR, Fu WJ, Zhao XL, Cao Y, Dou WF, Chen HN, Duan DD, Lyu QJ, Zeng FF. Dietary inflammatory index, inflammation biomarkers and preeclampsia risk: a hospital-based case-control study. Br J Nutr 2022; 129:1-9. [PMID: 35581673 DOI: 10.1017/s0007114522001489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
This study evaluated the association between inflammatory diets as measured by the Dietary Inflammatory index (DII), inflammation biomarkers and the development of preeclampsia among the Chinese population. We followed the reporting guidelines of the Strengthening the Reporting of Observational Studies in Epidemiology statement for observational studies. A total of 466 preeclampsia cases aged over 18 years were recruited between March 2016 and June 2019, and 466 healthy controls were 1:1 ratio matched by age (±3 years), week of gestation (±1 week) and gestational diabetes mellitus. The energy-adjusted DII (E-DII) was computed based on dietary intake assessed using a seventy-nine item semiquantitative FFQ. Inflammatory biomarkers were analysed by ELISA kits. The mean E-DII scores were -0·65 ± 1·58 for cases and -1·19 ± 1·47 for controls (P value < 0·001). E-DII scores positively correlated with interferon-γ (r s = 0·194, P value = 0·001) and IL-4 (r s = 0·135, P value = 0·021). After multivariable adjustment, E-DII scores were positively related to preeclampsia risk (Ptrend < 0·001). The highest tertile of E-DII was 2·18 times the lowest tertiles (95 % CI = 1·52, 3·13). The odds of preeclampsia increased by 30 % (95 % CI = 18 %, 43 %, P value < 0·001) for each E-DII score increase. The preeclampsia risk was positively associated with IL-2 (OR = 1·07, 95 % CI = 1·03, 1·11), IL-4 (OR = 1·26, 95 % CI = 1·03, 1·54) and transforming growth factor beta (TGF-β) (OR = 1·17, 95 % CI = 1·06, 1·29). Therefore, proinflammatory diets, corresponding to higher IL-2, IL-4 and TGF-β levels, were associated with increased preeclampsia risk.
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Affiliation(s)
- Yan-Hua Liu
- Department of Nutrition, the First Affiliated Hospital of Zhengzhou University, Zhengzhou450052, Henan, People's Republic of China
| | - Lu Zheng
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No.601 Huangpu Road West, Guangzhou510632, Guangdong, People's Republic of China
| | - Chen Cheng
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No.601 Huangpu Road West, Guangzhou510632, Guangdong, People's Republic of China
| | - Shu-Na Li
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No.601 Huangpu Road West, Guangzhou510632, Guangdong, People's Republic of China
| | - Nitin Shivappa
- Cancer Prevention and Control Program, University of South Carolina, Columbia, USA; Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, USA; Connecting Health Innovations LLC, Columbia, USA
| | - James R Hebert
- Cancer Prevention and Control Program, University of South Carolina, Columbia, USA; Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, USA; Connecting Health Innovations LLC, Columbia, USA
| | - Wen-Jun Fu
- Department of Obstetrics, the First Affiliated Hospital of Zhengzhou University, Zhengzhou450052, Henan, People's Republic of China
| | - Xian-Lan Zhao
- Department of Obstetrics, the First Affiliated Hospital of Zhengzhou University, Zhengzhou450052, Henan, People's Republic of China
| | - Yuan Cao
- The Third Affiliated Hospital of Zhengzhou University, Zhengzhou450052, Henan, People's Republic of China
| | - Wei-Feng Dou
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou450000, Henan, People's Republic of China
| | - Hua-Nan Chen
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou450000, Henan, People's Republic of China
| | - Dan-Dan Duan
- Department of Clinical Nutrition, Luoyang New Area People's Hospital, Luoyang471023, Henan, People's Republic of China
| | - Quan-Jun Lyu
- Department of Nutrition, the First Affiliated Hospital of Zhengzhou University, Zhengzhou450052, Henan, People's Republic of China
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou450000, Henan, People's Republic of China
| | - Fang-Fang Zeng
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No.601 Huangpu Road West, Guangzhou510632, Guangdong, People's Republic of China
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Ilari S, Vitiello L, Russo P, Proietti S, Milić M, Muscoli C, Cardaci V, Tomino C, Bonassi G, Bonassi S. Daily Vegetables Intake and Response to COPD Rehabilitation. The Role of Oxidative Stress, Inflammation and DNA Damage. Nutrients 2021; 13:nu13082787. [PMID: 34444947 PMCID: PMC8398833 DOI: 10.3390/nu13082787] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 08/09/2021] [Accepted: 08/12/2021] [Indexed: 02/01/2023] Open
Abstract
Chronic obstructive pulmonary disease (COPD) is a respiratory disease associated with airways inflammation and lung parenchyma fibrosis. The primary goals of COPD treatment are to reduce symptoms and risk of exacerbations, therefore pulmonary rehabilitation is considered the key component of managing COPD patients. Oxidative airway damage, inflammation and reduction of endogenous antioxidant enzymes are known to play a crucial role in the pathogenesis of COPD. Recently, also natural antioxidants have been considered as they play an important role in metabolism, DNA repair and fighting the effects of oxidative stress. In this paper we evaluated the response of 105 elderly COPD patients to pulmonary rehabilitation (PR), based on high or low vegetable consumption, by analyzing clinical parameters and biological measurements at baseline and after completion of the three weeks PR. We found that daily vegetable intake in normal diet, without any specific intervention, can increase the probability to successfully respond to rehabilitation (65.4% of responders ate vegetables daily vs. 40.0% of non-responders, p = 0.033). The association was especially evident in subjects ≥ 80 year of age (OR = 17.0; p < 0.019). Three weeks of pulmonary rehabilitation are probably too short to reveal a reduction of the oxidative stress and DNA damage, but are enough to show an improvement in the patient’s inflammatory state.
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Affiliation(s)
- Sara Ilari
- Department of Health Science, Institute of Research for Food Safety & Health (IRC-FSH), University “Magna Graecia” of Catanzaro, 88201 Catanzaro, Italy; (S.I.); (C.M.)
| | - Laura Vitiello
- Laboratory of Flow Cytometry, IRCCS San Raffaele Roma, 00166 Rome, Italy;
| | - Patrizia Russo
- Clinical and Molecular Epidemiology, IRCCS San Raffaele Roma, 00166 Rome, Italy; (S.P.); (S.B.)
- Department of Human Sciences and Quality of Life Promotion, San Raffaele University, 00166 Rome, Italy
- Correspondence: ; Tel.: +39-06-5225-3409
| | - Stefania Proietti
- Clinical and Molecular Epidemiology, IRCCS San Raffaele Roma, 00166 Rome, Italy; (S.P.); (S.B.)
| | - Mirta Milić
- Mutagenesis Unit, Institute for Medical Research and Occupational Health, 10000 Zagreb, Croatia;
| | - Carolina Muscoli
- Department of Health Science, Institute of Research for Food Safety & Health (IRC-FSH), University “Magna Graecia” of Catanzaro, 88201 Catanzaro, Italy; (S.I.); (C.M.)
| | - Vittorio Cardaci
- Pulmonary Rehabilitation Unit, IRCCS San Raffaele Roma, 00166 Rome, Italy;
| | - Carlo Tomino
- Scientific Direction, IRCCS San Raffaele Roma, 00166 Rome, Italy;
| | - Gaia Bonassi
- S.C. Medicina Fisica e Riabilitazione Ospedaliera, ASL4, Azienda Sanitaria Locale Chiavarese, 16034 Chiavari, Italy;
| | - Stefano Bonassi
- Clinical and Molecular Epidemiology, IRCCS San Raffaele Roma, 00166 Rome, Italy; (S.P.); (S.B.)
- Department of Human Sciences and Quality of Life Promotion, San Raffaele University, 00166 Rome, Italy
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