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Zhou Y, Zhang C, Li J, Zheng Y, Xiao S. Systemic inflammation mediates the association between dietary inflammation index and incident anxiety and depression in UK Biobank. J Affect Disord 2025; 381:205-214. [PMID: 40158861 DOI: 10.1016/j.jad.2025.03.101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Revised: 03/08/2025] [Accepted: 03/19/2025] [Indexed: 04/02/2025]
Abstract
BACKGROUND Evidence on whether systemic inflammation mediates the association between diet and depression and anxiety is lacking. METHODS We analyzed 55,799 participants from the UK Biobank, assessing dietary inflammatory index (DII) based on 3 days' 24-hour dietary recall. Systemic inflammation was represented by systemic immune-inflammation index (SII) and systemic inflammation response index (SIRI). Incident depression and anxiety were ascertained through linkage to hospital records, and Cox proportional hazard regression models evaluated the associations, with mediation analysis performed for systemic inflammation. RESULTS DII ranged from -6.87 to 4.88 with a median of -0.67. After a median follow-up time of 9.12 years, 1409 were diagnosed with depression and 1806 with anxiety. Higher DII level is associated with the incident risk of depression (HRQ4vsQ1 = 1.20, 1.09-1.32, P < 0.001) and anxiety (HRQ4vsQ1 = 1.10, 1.00-1.21, P < 0.001). SIRI and SII respectively mediate 4.12 % (95 % CI = 1.30 %-23.3 %, P < 0.001) and 4.43 % (95 % CI = 1.89 %-43.75 %, P < 0.001) of the association between DII and depression incidence. As for anxiety, SIRI mediated 8.27 % (95 % CI = 1.44 %-15.31 %, P < 0.001) and SII mediated 4.19 % (95 % CI = 1.58 %-11.47 %, P < 0.001), respectively. LIMITATIONS The potential coexistence of anxiety and depression with other psychiatric disorders and limitations in data on changes in DII and inflammation markers over time may bias the findings. The study's generalization is constrained by the demographic of participants. CONCLUSION Our findings suggest that DII is positively associated with depression and anxiety, which may be mediated by SII/SIRI.
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Affiliation(s)
- Yizhao Zhou
- Department of Social Medicine and Health Management, Xiangya School of Public Health, Central South University, Changsha 410000, China
| | - Chengcheng Zhang
- Department of Social Medicine and Health Management, Xiangya School of Public Health, Central South University, Changsha 410000, China
| | - Jingya Li
- Department of Social Medicine and Health Management, Xiangya School of Public Health, Central South University, Changsha 410000, China
| | - Ying Zheng
- Department of Social Medicine and Health Management, Xiangya School of Public Health, Central South University, Changsha 410000, China
| | - Shuiyuan Xiao
- Department of Social Medicine and Health Management, Xiangya School of Public Health, Central South University, Changsha 410000, China; Department of Psychiatry, The Second Xiangya Hospital, Central South University, Changsha 410000, China.
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Liu H, Xu Y, Li Q, Yang L, Yang X, Wang K, Gong Z, Zhang Q, Jia Y. Composite dietary antioxidant index of antioxidant vitamins and sarcopenia risk: insights from the UK biobank and NHANES cohorts. Nutr Metab (Lond) 2025; 22:44. [PMID: 40380269 DOI: 10.1186/s12986-025-00945-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 05/13/2025] [Indexed: 05/19/2025] Open
Abstract
BACKGROUND The composite dietary antioxidant index (CDAI), reflecting total dietary intake of antioxidant vitamins, may indicate overall antioxidant capacity. This study examined its association with the risk of probable sarcopenia, defined by handgrip strength, in older adults. METHODS Participants aged over 60 from the UK Biobank (N = 22,921) and National Health and Nutrition Evaluation Surveys (NHANES) 2011-2014 (N = 2,641) cohorts were categorized into probable sarcopenia and non-probable sarcopenia groups. Multivariable logistic regression models assessed the associations between CDAI (both continuous and quartile) and its components (vitamin A, vitamin C, vitamin E, and carotene) with probable sarcopenia risk in cohorts, with sex subgroup and sensitivity analyses to validate results. RESULTS The median (interquartile range) of CDAI was -0.39 (-1.88, 1.45) in the UK Biobank and -0.57 (-1.60, 0.84) in NHANES, respectively. A higher CDAI was significantly associated with a lower risk of probable sarcopenia in both cohorts. Specifically, each one-unit increase in CDAI was associated with a 2% decrease in the odds of probable sarcopenia in the UK Biobank (OR = 0.98, 95% CI = 0.97-0.998, p = 0.027) and a 13.5% decrease in NHANES (OR = 0.865, 95% CI = 0.75-0.997, p = 0.045), after full adjustment under the Sarcopenia Definition and Outcomes Consortium (SDOC) criteria. In quartile analyses, the risk of probable sarcopenia tended to decrease across higher CDAI quartiles, although the dose-response trend was not strictly linear. In the UK Biobank, multivariable-adjusted odds ratios (95% CIs) across increasing CDAI quartiles were: Q1 (reference), Q2 = 0.87 (0.78-0.97), Q3 = 0.91 (0.81-1.01), and Q4 = 0.86 (0.77-0.96). In NHANES, the trend was more pronounced: Q1 (reference), Q2 = 0.47 (0.24-0.94), Q3 = 0.39 (0.19-0.82), and Q4 = 0.46 (0.22-0.95). Additionally, higher dietary intake of carotene, one of the key antioxidant components, was independently associated with a lower risk of probable sarcopenia in both cohorts. Subgroup analyses indicated an inverse association between CDAI and probable sarcopenia risk in females across both cohorts, whereas no significant association was observed in males. Sensitivity analyses confirmed the robustness of these findings. CONCLUSIONS Increased dietary intake of antioxidant vitamins may reduce the risk of probable sarcopenia in older adults, emphasizing the need for targeted prevention strategies. Further research on underlying mechanisms and sex differences is warranted.
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Affiliation(s)
- HuiMin Liu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - YuDi Xu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - QingSheng Li
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - LingFei Yang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Xuan Yang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - KaiXin Wang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Zhe Gong
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Qiang Zhang
- School of Nursing and Health, Zhengzhou University, High-Tech Development Zone of States, 101 Kexue Road, Zhengzhou, NO, China.
| | - YanJie Jia
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China.
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Chen J, Sun Y, Dan L, Wellens J, Yuan S, Yang H, Tong TY, Cross AJ, Papadimitriou N, Meyer A, Dahm CC, Larsson SC, Wolk A, Ludvigsson JF, Tsilidis K, Giovannucci E, Satsangi J, Wang X, Theodoratou E, Chan SS, Li X. Composition of plant-based diets and the incidence and prognosis of inflammatory bowel disease: a multinational retrospective cohort study. THE LANCET REGIONAL HEALTH. EUROPE 2025; 52:101264. [PMID: 40166364 PMCID: PMC11957509 DOI: 10.1016/j.lanepe.2025.101264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/27/2024] [Revised: 02/26/2025] [Accepted: 02/27/2025] [Indexed: 04/02/2025]
Abstract
Background Many currently proposed diets for inflammatory bowel disease (IBD) focus on increasing plant-based foods, although a vegetarian diet can still contain products such as emulsifiers and refined grains that are believed to negatively impact IBD incidence and progression. To better inform dietary management in IBD, we investigated the association between plant-based diets and the incidence and complications of IBD. Methods We leveraged data from the UK Biobank (UKB, 2009-2022) including 187,888 participants free of IBD at baseline and the European Prospective Investigation into Cancer and Nutrition (EPIC, 1991-2010) cohort including 341,539 individuals free of IBD across centres among Denmark, France, Germany, Greece, Italy, the Netherlands, Sweden and UK. Healthy and unhealthy diets were characterised using plant-based diet indexes (PDIs); in individual participants, these were based on the 24-h dietary recalls for UKB and food frequency questionnaires for EPIC. The primary outcome was the incidence of IBD; secondary outcomes evaluated endpoints of disease prognosis (IBD-related surgery, diabetes, cardiovascular diease, and all-cause mortality). Cox regression was applied to estimate hazard ratios (HRs). Findings In the UKB (925 incident IBD, median follow-up 11.6 years, IQR 1.3 years), higher adherence to healthy PDI was associated with a lower IBD risk (HR 0.75, 95% CI 0.60-0.94), while higher alignment to an unhealthy PDI associated with an increased risk (HR 1.48, 95% CI 1.21-1.82) when comparing extreme quintiles of PDIs. Among individuals with established IBD, healthy PDI was inversely associated (HR 0.50, 95% CI 0.30-0.83) and unhealthy PDI was positively associated (HR 2.12, 95% CI 1.30-3.44) with need for IBD-related surgery. We did not observe significant associations between PDIs and risk of cardiovascular disease, diabetes mellitus or mortality. In the EPIC study (548 incident IBD, median follow-up 14.5 years, IQR 7.0 years), the HR of incident IBD for healthy PDI was 0.71 (95% CI 0.59-0.85) and for unhealthy PDI was 1.54 (95% CI 1.30-1.84). Interpretation We provide evidence that the composition of a plant-based diet may be an important determinant of the risk of developing IBD, and of disease course after diagnosis. Further research is needed to explore the mechanistic pathways linking plant-based diets and IBD incidence and prognosis. Funding National Natural Science Foundation of China, Natural Science Fund for Distinguished Young Scholars of Zhejiang Province, National Undergraduate Training Program for Innovation and Entrepreneurship, CRUK Career Development Fellowship, The "Co-PI" project, Natural Science Fund for Excellent Young Scholars of Hunan Province.
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Affiliation(s)
- Jie Chen
- Department of Gastroenterology, Third Xiangya Hospital, Central South University, Changsha, China
- Department of Big Data in Health Science School of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Yuhao Sun
- Department of Gastroenterology, Third Xiangya Hospital, Central South University, Changsha, China
- Department of Gastroenterology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Lintao Dan
- Department of Gastroenterology, Third Xiangya Hospital, Central South University, Changsha, China
- Department of Gastroenterology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Judith Wellens
- Department of Gastroenterology and Hepatology, Leuven University Hostpital, Leuven, Belgium
- Translational Gastroenterology Unit, Experimental Medicine Division, Nuffield Department of Medicine, University of Oxford, John Radcliffe Hospital, Oxford, UK
| | - Shuai Yuan
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Hong Yang
- Department of Gastroenterology, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Science, Beijing, China
| | - Tammy Y.N. Tong
- Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Richard Doll Building, Old Road Campus, Oxford, UK
| | - Amanda J. Cross
- School of Public Health and Department of Surgery and Cancer, Imperial College London, London, UK
| | - Nikos Papadimitriou
- Nutrition and Metabolism Branch, International Agency for Research on Cancer, Lyon, France
| | - Antoine Meyer
- INSERM, Centre for Research in Epidemiology and Population Health, Institut Gustave Roussy, Université Paris Saclay, Villejuif, France
- Department of Gastroenterology, University Hospital of Bicêtre, Assistance Publique-Hôpitaux de Paris, Université Paris-Saclay, Le Kremlin Bicêtre, France
| | - Christina C. Dahm
- Department of Public Health, Aarhus University, Bartholins Allé 2, 8000, Aarhus, Denmark
| | - Susanna C. Larsson
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Alicja Wolk
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Jonas F. Ludvigsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Pediatrics, Orebro University Hospital, Orebro, Sweden
| | - Kostas Tsilidis
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Ioannina, Greece
| | - Edward Giovannucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jack Satsangi
- Translational Gastroenterology Unit, Experimental Medicine Division, Nuffield Department of Medicine, University of Oxford, John Radcliffe Hospital, Oxford, UK
| | - Xiaoyan Wang
- Department of Gastroenterology, Third Xiangya Hospital, Central South University, Changsha, China
| | - Evropi Theodoratou
- Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Simon S.M. Chan
- Department of Gastroenterology, Norfolk and Norwich University Hospital NHS Trust, Norwich, UK
- Department of Medicine, Bob Champion Research and Education Building, Norwich Medical School, University of East Anglia, Norwich, UK
| | - Xue Li
- Department of Big Data in Health Science School of Public Health and the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
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Jain M, Celis-Morales C, Ozanne SE, Burden S, Gray SR, Morrison DJ. Protein Source, Dietary Fibre Intake, and Inflammation in Older Adults: A UK Biobank Study. Nutrients 2025; 17:1454. [PMID: 40362763 PMCID: PMC12073801 DOI: 10.3390/nu17091454] [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: 03/18/2025] [Revised: 04/17/2025] [Accepted: 04/24/2025] [Indexed: 05/15/2025] Open
Abstract
BACKGROUND Chronic inflammation is linked to cardiovascular disease, cancer, and other non-communicable diseases. Dietary factors like fibre and protein may affect inflammation, but limited evidence exists exploring how they interact. This study investigated associations between dietary fibre, protein sources, and the inflammatory marker C-reactive protein (CRP) in older adults. METHODS This cross-sectional analysis included 128,612 UK Biobank participants aged 60+ years with CRP measurements and dietary data from multiple 24 h recalls. Fibre intake was reported as total fibre (g/day). Protein intake included total, animal, and vegetable protein (g/day). Robust regression analysis examined associations between quintiles of fibre, protein, and CRP, adjusted for demographics, lifestyle factors, and multimorbidity. Analyses were stratified by health status (with and without multimorbidity). RESULTS Higher fibre and vegetable protein intakes were inversely associated with CRP, while higher animal and total protein were positively associated with CRP in people with no multimorbidity. Specifically, participants in the highest quartile of dietary fibre had CRP levels that were 0.42 mg/L lower compared with the lowest quartiles. In contrast, those with the highest total protein and animal protein intakes had CRP levels that were 0.24 mg/L and 0.40 mg/L higher, respectively. In people with multimorbidity, fibre exhibited an inverted U-shaped association with the strongest association in participants in the highest quintile of intake. Vegetable protein had an inverse association with CRP. Animal and total protein had strong positive linear associations with CRP. Notably, high animal protein coupled with low dietary fibre intake resulted in CRP levels that were 0.65 mg/L higher compared with low animal protein and high dietary fibre intake. CONCLUSIONS Higher fibre and vegetable protein intakes were associated with lower inflammation in older adults. In promoting protein intake to maintain muscle mass and function, future studies should investigate replacing animal with vegetable protein to concomitantly reduce age-related inflammation.
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Affiliation(s)
- Mahek Jain
- Scottish Universities Environmental Research Centre (SUERC), University of Glasgow, Glasgow G75 0QF, UK;
| | - Carlos Celis-Morales
- Human Performance Lab, Education, Physical Activity and Health Research Unit, Universidad Católica del Maule, Talca 34809112, Chile;
- High-Altitude Medicine Research Centre (CEIMA), Universidad Arturo Prat, Iquique 1101214, Chile
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow G12 8TA, UK;
| | - Susan E. Ozanne
- Metabolic Research Laboratories and MRC Metabolic Diseases Unit, Institute of Metabolic Science, University of Cambridge, Addenbrookes Hospital Cambridge, Cambridge CB2 0QQ, UK;
| | - Sorrel Burden
- Salford Care Organisation, Northern Care Alliance NHS Trust, Stott Lane, Salford M6 8HD, UK;
- School of Health Sciences, University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - Stuart R. Gray
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow G12 8TA, UK;
- Institute of Sports Science and Innovation, Lithuanian Sports University, LT-44221 Kaunas, Lithuania
| | - Douglas J. Morrison
- Scottish Universities Environmental Research Centre (SUERC), University of Glasgow, Glasgow G75 0QF, UK;
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He P, Li H, Liu M, Ye Z, Zhou C, Zhang Y, Yang S, Zhang Y, Qin X. Life's Essential 8 scores, socioeconomic deprivation, genetic susceptibility, and new-onset chronic kidney diseases. Chin Med J (Engl) 2025:00029330-990000000-01518. [PMID: 40223562 DOI: 10.1097/cm9.0000000000003491] [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: 07/11/2024] [Indexed: 04/15/2025] Open
Abstract
BACKGROUND The American Heart Association recently released a new cardiovascular health (CVH) metric, Life's Essential 8 (LE8), for health promotion. However, the association between LE8 scores and the risk of chronic kidney disease (CKD) remains uncertain. We aimed to explore the association of LE8 scores with new-onset CKD and examine whether socioeconomic deprivation and genetic risk modify this association. METHODS A total of 286,908 participants from UK Biobank and without prior CKD were included between 2006 and 2010. CVH was categorized using LE8 scores: low (LE8 scores <50), moderate (LE8 scores ≥50 but <80), and high (LE8 scores ≥80). The study outcome was new-onset CKD, ascertained by data linkage with primary care, hospital inpatient, and death data. Cox proportional hazard regression models were used to investigate the association between CVH categories and new-onset CKD. RESULTS During a median follow-up of 12.5 years, 8857 (3.1%) participants developed new-onset CKD. Compared to the low CVH group, the moderate (adjusted hazards ratio [HR], 0.50; 95% confidence interval [CI]: 0.47-0.53) and high CVH (adjusted HR, 0.31; 95% CI: 0.27-0.34) groups had a significantly lower risk of developing new-onset CKD. The population-attributable risk associated with high vs. intermediate or low CVH scores was 40.3%. Participants who were least deprived (vs. most deprived; adjusted HR, 0.75; 95% CI: 0.71-0.79) and with low genetic risk of CKD (vs. high genetic risk; adjusted HR, 0.89; 95% CI: 0.85-0.94) had a significantly lower risk of developing new-onset CKD. However, socioeconomic deprivation and genetic risks of CKD did not significantly modify the relationship between LE8 scores and new-onset CKD (both P-interaction >0.05). CONCLUSION Achieving a higher LE8 score was associated with a lower risk of developing new-onset CKD, regardless of socioeconomic deprivation and genetic risks of CKD.
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Affiliation(s)
- Panpan He
- Division of Nephrology, Nanfang Hospital, Southern Medical University, National Clinical Research Center for Kidney Disease, State Key Laboratory of Organ Failure Research, Guangdong Provincial Institute of Nephrology, Guangdong Provincial Key Laboratory of Renal Failure Research, Guangzhou, Guangdong 510515, China
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Ye X, Lou C, Shen Z. Plasma Metabolite Profiles Linked to EAT-Lancet Diet and Risk of Inflammatory Bowel Disease: A Prospective Cohort Study From UK Biobank. Mol Nutr Food Res 2025:e70059. [PMID: 40223352 DOI: 10.1002/mnfr.70059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Revised: 03/23/2025] [Accepted: 03/26/2025] [Indexed: 04/15/2025]
Abstract
The EAT-Lancet Commission recommends a sustainable, health-focused diet, but its impact on inflammatory bowel disease (IBD) and metabolic mechanisms remains unclear. This study explores the association between the EAT-Lancet diet and IBD risk. We included 187 558 participants from the UK Biobank, free from IBD at baseline. Dietary intake was assessed using a validated 24-h dietary recall, and an EAT-Lancet diet score was calculated. Incident IBD cases were identified through primary care, hospital data, and death registries. Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). Over a mean follow-up of 13.15 years, 571 cases of Crohn's disease (CD) and 1066 of ulcerative colitis (UC) were recorded. HRs per 1-point increase in the EAT-Lancet score were 0.95 (95% CI: 0.91-0.98) for IBD, 0.95 (95% CI: 0.91-1.00) for UC, and 0.93 (95% CI: 0.87-0.98) for CD. Seven metabolites were identified as mediators, accounting for 10.7% of the association. Greater adherence to the EAT-Lancet diet was associated with a trend toward reduced IBD risk, with identified metabolites mediating this association. These findings emphasize the nutritional relevance of the EAT-Lancet diet in reducing IBD risk.
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Affiliation(s)
- Xiaohua Ye
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University, Hangzhou, Zhejiang, China
- Department of Gastroenterology, Affiliated Jinhua Hospital, Zhejiang University School of Medicine, Jinhua, Zhejiang, China
| | - Chunmin Lou
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University, Hangzhou, Zhejiang, China
| | - Zhe Shen
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University, Hangzhou, Zhejiang, China
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Yang C, Cheng W, Plum PS, Lordick F, Köppe J, Gockel I, Thieme R. Life's essential 8 and specific cancer risk and mortality in men and women: a population-based cohort analysis of 332,417 United Kingdom participants. BMC Cancer 2025; 25:632. [PMID: 40200269 PMCID: PMC11980174 DOI: 10.1186/s12885-025-14048-5] [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: 10/02/2024] [Accepted: 03/31/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND This study aimed to explore the association between Life's Essential 8 (LE8) and the risk of cancer occurrence and cancer-associated mortality across 24 cancer types. The cardiovascular health (CVH) score is constructed based on the overall LE8 score, providing a more direct measure of CVH and its potential relationship with cancer risk. METHODS This cohort enrolled participants from a prospective cohort of the United Kingdom Biobank, including individuals aged 37-73 years, with 332,417 cancer-free participants. CVH scores were assessed using the LE8 metrics. The primary outcome of this study was the risk of cancer events, and the secondary outcome was cancer mortality. Competitive models were used to examine the associations between each 10-point increment in the CVH score and the outcomes, with stratified analyses conducted for both men and women to assess sex differences. RESULTS The mean CVH score was 64.4(55.6,72.5) in men and 70.0 (61.2,78.1) in women (P < 0.001). During a mean follow-up time of 12.0 years, 12.32% (95% confidence interval [CI]: 12.21-12.43%) of participants developed cancer, and 2.13% (95% CI: 2.08-2.18%) died from cancer. A 10-point rise in CVH score was negatively associated with overall cancer occurrence in men (hazard ratio [HR]: 0.97, 95% CI: 0.96-0.98) and women (HR: 0.96, 95% CI: 0.95-0.97), along with reduced cancer mortality risk in both sexes. Moreover, sex differences were observed in the impact of a 10-point CVH increase on esophageal, gastric, colorectal, and liver cancers. CONCLUSIONS Lower CVH scores were associated with an increased overall cancer risk and higher cancer-related mortality, highlighting the need for cancer screening in patients with low CVH scores.
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Affiliation(s)
- Chuang Yang
- Department of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital Leipzig, Leipzig, Germany
| | - Wenke Cheng
- Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Patrick S Plum
- Department of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital Leipzig, Leipzig, Germany
| | - Florian Lordick
- Department of Oncology, Gastroenterology, Hepatology and Pulmonology, University Hospital Leipzig, Leipzig, Germany
| | - Jeanette Köppe
- Institute of Biostatistics and Clinical Research, University of Muenster, Muenster, Germany
| | - Ines Gockel
- Department of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital Leipzig, Leipzig, Germany
| | - René Thieme
- Department of Visceral, Transplant, Thoracic and Vascular Surgery, University Hospital Leipzig, Leipzig, Germany.
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8
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Ye S, Fu T, Tu Y, Wellens J, Chen X, Larsson SC, Sun J, Dan L, Wang X, Chen J, Magro F. Higher dietary glycemic index, but not glycemic load, is associated with increased risk of ulcerative colitis: a prospective cohort study. J Crohns Colitis 2025; 19:jjaf036. [PMID: 40048698 DOI: 10.1093/ecco-jcc/jjaf036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/05/2025]
Abstract
BACKGROUND AND AIMS Total carbohydrate intake has been inconsistently associated with inflammatory bowel disease (IBD) risk in previous epidemiological studies. We aimed to evaluate the effects of glycemic index and glycemic load, 2 main indicators for measuring the quality and quantity of carbohydrates, on the risk of IBD subtypes (ie, Crohn's disease [CD] and ulcerative colitis [UC]). METHODS We included 121 148 UK Biobank participants without IBD at baseline, and collected dietary information from a validated web-based 24-hour dietary recall questionnaire. Overall dietary glycemic index and glycemic load were estimated. Cox proportional hazard models were used to calculate multivariable-adjusted hazard ratios (HRs) and 95% CIs. Substitution analyses were conducted to test associations after replacing medium- or high-glycemic-index foods with low-glycemic-index foods. RESULTS During a median follow-up of 10.6 years, 133 incident CD and 335 incident UC cases were identified. Dietary glycemic index was associated with UC but not CD. The HR of UC was 1.13 (95% CI, 1.01-1.27) per 1-SD increment and 1.46 (95% CI, 1.07-1.99) for the highest versus lowest quartile of glycemic index. Replacing medium or medium- and high-glycemic-index foods with low-glycemic-index foods was associated with a lower risk of UC. No significant associations were found between dietary glycemic load with risk of CD and UC. CONCLUSIONS A higher dietary glycemic index, but not glycemic load, is associated with an increased risk of UC, underscoring the importance of considering glycemic index in dietary recommendations for UC prevention.
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Affiliation(s)
- Shuyu Ye
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Tian Fu
- Department of Gastroenterology, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, China
- Hunan Key Laboratory of Nonresolving Inflammation and Cancer, Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Yiwen Tu
- Department of Gastroenterology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Judith Wellens
- Department of Gastroenterology and Hepatology, Leuven University Hospital, Leuven, Belgium
| | - Xuejie Chen
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Susanna C Larsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
- Medical Epidemiology, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Jiangwei Sun
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Lintao Dan
- Department of Gastroenterology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaoyan Wang
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Jie Chen
- Department of Gastroenterology, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Fernando Magro
- Faculty of Medicine, CINTESIS@RISE, University of Porto, Porto, Portugal
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9
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Schorr K, Beekman M. Response to "Letter to the editor on: Unhealthful plant-based diet associates with frailty risk predominantly in men with low income from the UK Biobank cohort". J Nutr Health Aging 2025; 29:100491. [PMID: 39848085 DOI: 10.1016/j.jnha.2025.100491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Accepted: 01/13/2025] [Indexed: 01/25/2025]
Affiliation(s)
- Kerstin Schorr
- Department of Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Einthovenweg 20, 2333 ZC Leiden, The Netherlands.
| | - Marian Beekman
- Department of Molecular Epidemiology, Department of Biomedical Data Sciences, Leiden University Medical Center, Einthovenweg 20, 2333 ZC Leiden, The Netherlands.
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10
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Gan L, Yang Y, Zhao B, Yu K, Guo K, Fang F, Zhou Z, Albanes D, Huang J. Dietary carbohydrate intake and risk of type 2 diabetes: a 16-year prospective cohort study. SCIENCE CHINA. LIFE SCIENCES 2025; 68:1149-1157. [PMID: 39825208 DOI: 10.1007/s11427-024-2804-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2024] [Accepted: 12/03/2024] [Indexed: 01/20/2025]
Abstract
Despite considerable research underscoring the importance of carbohydrate intake in relation to the risk of type 2 diabetes (T2D), a comprehensive assessment of this relationship is currently lacking. We aimed to examine the associations of various types and food sources of dietary carbohydrate intake with the risk of T2D, to evaluate potential effect modification by other factors, including genetic susceptibility, and to explore the potential mediators for such associations. The present study included 161,872 participants of the UK Biobank who were free of prevalent cancer, cardiovascular disease, or diabetes, and had at least one validated 24-h dietary recall assessment. Multivariable-adjusted age-stratified Cox proportional hazard regression models were applied to estimate hazard ratios (HRs) and 95% confidence intervals (CI) for the associations of various types and food sources of dietary carbohydrate intake with risk of T2D. During a median follow-up of 13.6 years, 4,176 incident cases of T2D were identified. In the multivariable-adjusted models, a greater intake of fiber, carbohydrates from whole grains, and carbohydrates from non-starchy vegetables was significantly associated with a lower risk of T2D (highest vs. lowest quantile, HR [95% CI]=0.70 [0.62-0.79], 0.74 [0.67-0.82], and 0.83 [0.75-0.92], respectively, all P for trend <0.005). In contrast, a higher intake of starch and carbohydrate from starchy vegetables was associated with an increased risk of T2D (highest vs. lowest quantile, HR [95% CI]=1.31 [1.16-1.48] and 1.19 [1.09-1.31], respectively, both P for trend <0.005). Replacing one serving of refined grains or starchy vegetables with an equal amount of whole grains or non-starchy vegetables was associated with 4% to 10% lower risk of T2D (all P values <0.001). The observed associations were generally similar across population subgroups, including individuals with different genetic susceptibility to T2D. Mediation analyses of the inverse association between T2D risk and isocaloric substitution of carbohydrates from refined grains with carbohydrate from whole grains demonstrated that 39.6%, 43.4%, 44.0%, 27.8%, and 34.9% were mediated through body mass index, waist-to-hip ratio, glycosylated hemoglobin, high-density lipoprotein cholesterol, and C-reactive protein, respectively. In addition, the inverse association between the isocaloric substitution of carbohydrates from starchy vegetables with carbohydrates from non-starchy vegetables and T2D was partially mediated through high-density lipoprotein cholesterol (15.9%). These findings underscore the importance of dietary modifications of carbohydrates, particularly considering types and food sources of carbohydrate intake, in the primary prevention of T2D.
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Affiliation(s)
- Lu Gan
- National Clinical Research Center for Metabolic Diseases, Metabolic Syndrome Research Center, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University; CSU-Sinocare Research Center for Nutrition and Metabolic Health, Xiangya School of Public Health, Central South University, Furong Laboratory, Changsha, 410011, China
| | - Yi Yang
- National Clinical Research Center for Metabolic Diseases, Metabolic Syndrome Research Center, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University; CSU-Sinocare Research Center for Nutrition and Metabolic Health, Xiangya School of Public Health, Central South University, Furong Laboratory, Changsha, 410011, China
| | - Bin Zhao
- National Clinical Research Center for Metabolic Diseases, Metabolic Syndrome Research Center, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University; CSU-Sinocare Research Center for Nutrition and Metabolic Health, Xiangya School of Public Health, Central South University, Furong Laboratory, Changsha, 410011, China
| | - Kai Yu
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Department of Health and Human Services, Bethesda, MD, 20892, USA
| | - Kehua Guo
- School of Computer Science and Engineering, Central South University, Changsha, 410083, China
| | - Fang Fang
- Institute of Environmental Medicine, Karolinska Institute, Stockholm, 17177, Sweden
| | - Zhiguang Zhou
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, 410011, China.
| | - Demetrius Albanes
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Department of Health and Human Services, Bethesda, MD, 20892, USA.
| | - Jiaqi Huang
- National Clinical Research Center for Metabolic Diseases, Metabolic Syndrome Research Center, Key Laboratory of Diabetes Immunology, Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University; CSU-Sinocare Research Center for Nutrition and Metabolic Health, Xiangya School of Public Health, Central South University, Furong Laboratory, Changsha, 410011, China.
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11
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Inoue-Choi M, Ramirez Y, O'Connell C, Berrington de Gonzalez A, Dawsey SM, Abnet CC, Freedman ND, Loftfield E. Hot beverage intake and oesophageal cancer in the UK Biobank: prospective cohort study. Br J Cancer 2025; 132:652-659. [PMID: 39972189 PMCID: PMC11961563 DOI: 10.1038/s41416-025-02953-2] [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: 06/09/2024] [Revised: 12/18/2024] [Accepted: 02/03/2025] [Indexed: 02/21/2025] Open
Abstract
BACKGROUND Drinking maté, a type of tea consumed at a very hot temperature in South America has been considered as a risk factor for oesophageal squamous cell carcinoma (ESCC). METHODS We assessed daily intake and preferred temperature of hot beverages (tea and coffee) in relation to incident ESCC (n = 242) and adenocarcinoma (EAC; n = 710) among 454,796 adults in the UK Biobank. Hazard ratios (HRs) and 95% confidence intervals (CIs) were estimated using multivariable Cox proportional hazards regression. RESULTS Relative to non-drinkers and warm temperature drinkers (referent group), drinking 4-6 cups/d (HR, 1.97; 95% CI, 1.14-3.38) or more of hot temperature beverages was associated with higher risk of ESCC; HRs increased with increasing daily intake of hot temperature beverages (P-trend < 0.01). ESCC risk was still higher for those who drank very hot beverages; drinking ≤ 4 cups/d was associated with a 2.5-fold higher risk (HR, 2.52; 95% CI, 1.27-5.03), and risk increased with increasing daily intake of very hot temperature beverages (P-trend < 0.01). There was no clear association for EAC. CONCLUSIONS Our findings provide new evidence that drinking hot or very hot beverages is a risk factor for ESCC in the UK where drinking hot tea and coffee is common.
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Affiliation(s)
- Maki Inoue-Choi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Bethesda, MD, USA.
| | - Yesenia Ramirez
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Bethesda, MD, USA
| | - Caitlin O'Connell
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Bethesda, MD, USA
| | | | - Sanford M Dawsey
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Bethesda, MD, USA
| | - Christian C Abnet
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Bethesda, MD, USA
| | - Neal D Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Bethesda, MD, USA
| | - Erikka Loftfield
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr, Bethesda, MD, USA
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12
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Wu J, Wang L, Han X, Huang L, Meng Q, Yang T, Deji Q, Wang Z, Guo B, Zhao X. Hypothetical Behavioral Interventions for Mitigating the Cardiovascular Effects of Long-Term Fine Particulate Matter Exposure: Analyses From 2 Prospective Cohorts. J Am Heart Assoc 2025; 14:e038624. [PMID: 40079333 DOI: 10.1161/jaha.124.038624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Accepted: 01/30/2025] [Indexed: 03/15/2025]
Abstract
BACKGROUND Whether healthy behaviors can attenuate the adverse association between ambient fine particulate matter (PM2.5) and cardiovascular disease (CVD) is inconclusive. METHODS AND RESULTS The parametric g-formula was used to quantify the potential reduction in PM2.5 effect on CVD under different scenarios of hypothetical behavioral interventions (including dietary patterns, physical activity, body mass index, alcohol consumption, smoking, and dietary supplements). Feasible intervention scenarios, defined on the basis of values considered feasible in previous real-world interventions (eg, overweight participants lose 6.69% of their weight). Intensive scenarios, in which all participants are adopting completely healthy behaviors (eg, maintain normal weight). We also estimate the effect of joint interventions that incorporate the above behaviors. Long-term PM2.5 exposure was associated with incident CVD in both cohorts, with the risk difference per 1000 person-years for a 5 μg/m3 increase in PM2.5 being 1.42 (95% CI, 1.04-1.79) in the UKB (UK Biobank) and 2.15 (95% CI, 1.65-2.59) in the Sichuan Cohort (China Multi-Ethnic Cohort, Sichuan Region). In both feasible and intensive scenarios, improving diet, physical activity, and body mass index could significantly reduce the risk difference of PM2.5 on CVD, with the reduced proportion ranging from 4.59% to 37.22%. A feasible joint hypothetical intervention on 6 behaviors would reduce the effect of PM2.5 on CVD by 31.47% (10.13%-57.26%) and 19.75% (10.78%-42.89%) in the low-pollution UK Biobank and high-pollution Sichuan cohort, respectively. A combination of more intensive interventions would reduce risk difference by 57.51% (21.64%-100.69%) and 45.54% (22.66%-106.66%), respectively. CONCLUSIONS Healthier behaviors could serve as individual-level complementary strategies to emission control for minimizing the health impact of PM2.5, whether in high- or low-pollution areas.
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Affiliation(s)
- Jialong Wu
- West China School of Public Health and West China Fourth Hospital Sichuan University Chengdu Sichuan China
| | - Liang Wang
- Chengdu Center for Disease Control &Prevention Chengdu Sichuan China
| | - Xu Han
- Health Information Center of Sichuan Province Chengdu Sichuan China
| | - Linya Huang
- Health Information Center of Sichuan Province Chengdu Sichuan China
| | - Qiong Meng
- Department of Epidemiology and Health Statistics, School of Public Health Kunming Medical University Kunming Yunnan China
| | - Tingting Yang
- School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education Guizhou Medical University Guiyang China
| | | | - Zihao Wang
- Chongqing Municipal Center for Disease Control and Prevention Chongqing China
| | - Bing Guo
- West China School of Public Health and West China Fourth Hospital Sichuan University Chengdu Sichuan China
| | - Xing Zhao
- West China School of Public Health and West China Fourth Hospital Sichuan University Chengdu Sichuan China
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13
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Westerman KE, Patel CJ, Meigs JB, Chasman DI, Manning AK. Decomposed interaction testing improves detection of genetic modifiers of the relationship of dietary omega-3 fatty acid intake and its plasma biomarkers with hsCRP in the UK Biobank. GENES & NUTRITION 2025; 20:3. [PMID: 40038624 PMCID: PMC11881504 DOI: 10.1186/s12263-025-00765-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Accepted: 02/19/2025] [Indexed: 03/06/2025]
Abstract
Discovery and translation of gene-environment interactions (GxEs) influencing clinical outcomes is limited by low statistical power and poor mechanistic understanding. Molecular omics data may help address these limitations, but their incorporation into GxE testing requires principled analytic approaches. We focused on genetic modification of the established mechanistic link between dietary long-chain omega-3 fatty acid (dN3FA) intake, plasma N3FA (pN3FA), and chronic inflammation as measured by high sensitivity CRP (hsCRP). We considered an approach that decomposes the overall genetic effect modification into components upstream and downstream of a molecular mediator to increase the potential to discover gene-N3FA interactions. Simulations demonstrated improved power of the upstream and downstream tests compared to the standard approach when the molecular mediator for many biologically plausible scenarios. The approach was applied in the UK Biobank (N = 188,700) with regression models that used measures of dN3FA (based on fish and fish oil intake), pN3FA (% of total fatty acids measured by nuclear magnetic resonance), and hsCRP. Mediation analysis showed that pN3FA fully mediated the dN3FA-hsCRP main effect relationship. Next, we separately tested modification of the dN3FA-hsCRP ("standard"), dN3FA-pN3FA ("upstream"), and pN3FA-hsCRP ("downstream") associations. The known FADS1-3 locus variant rs174535 reached p = 1.6 × 10-12 in the upstream discovery analysis, with no signal in the downstream analysis (p = 0.94). It would not have been prioritized based on a naïve analysis with dN3FA exposure and hsCRP outcome (p = 0.097), indicating the value of the decomposition approach. Gene-level enrichment testing of the genome-wide results further prioritized two genes from the downstream analysis, CBLL1 and MICA, with links to immune cell counts and function. In summary, a molecular mediator-focused interaction testing approach enhanced statistical power to identify GxEs while homing in on relevant sub-components of the dN3FA-hsCRP pathway.
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Affiliation(s)
- Kenneth E Westerman
- Clinical and Translational Epidemiology Unit, Mongan Institute, Massachusetts General Hospital, Boston, MA, USA.
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- Department of Medicine, Harvard Medical School, Boston, MA, USA.
| | - Chirag J Patel
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA
| | - James B Meigs
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Daniel I Chasman
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Division of Genetics, Brigham and Women's Hospital, Boston, MA, 02115, USA
- Medical and Population Genetics Program, Broad Institute, Cambridge, MA, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Alisa K Manning
- Clinical and Translational Epidemiology Unit, Mongan Institute, Massachusetts General Hospital, Boston, MA, USA
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
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14
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Aldoori J, Zulyniak MA, Toogood GJ, Hull MA. Plasma n-3 Polyunsaturated Fatty Acid Levels and Colorectal Cancer Risk in the UK Biobank: Evidence of Nonlinearity, as Well as Tumor Site- and Sex-Specificity. Cancer Epidemiol Biomarkers Prev 2025; 34:394-404. [PMID: 39704623 DOI: 10.1158/1055-9965.epi-24-1154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 10/31/2024] [Accepted: 12/17/2024] [Indexed: 12/21/2024] Open
Abstract
BACKGROUND The relationship between omega-3 polyunsaturated fatty acid (n-3 PUFA) intake and colorectal cancer risk is unclear. Blood n-3 PUFA concentration is a biomarker of dietary n-3 PUFA intake. We examined the relationship between plasma n-3 PUFA concentrations and colorectal cancer risk in UK Biobank (UKBB) participants. METHODS We analyzed the relationship between tertiles (T) of plasma total n-3 PUFAs and n-3 PUFA docosahexaenoic acid (DHA) levels, and overall colorectal cancer (also stratified by tumor location and sex) risk. Cox proportional hazards regression models were adjusted for clinical covariates. Nonlinearity was tested by restricted cubic splines. RESULTS There were 2,602 incident colorectal cancer cases in 234,598 UKBB participants with baseline plasma fatty acid data (mean follow-up 13.4 years). There was an inverse association between the plasma total n-3 PUFA level [T2 HR = 0.88 (95% confidence interval, 0.80-0.97) compared with the T1 reference; T3 = 0.91 (0.83-1.00)], as well as the plasma DHA concentration [T2 = 0.89 (0.80-0.98); T3 = 0.91 (0.82-1.00)], and colorectal cancer risk. The relationship was nonlinear [P for nonlinearity = 0.14 (total n-3 PUFAs) and 0.008 (DHA)], with a plateau effect at the highest n-3 PUFA concentrations. The relationship was more pronounced for proximal colon cancer [T2 = 0.82 (0.69-0.97); T3 = 0.76 (0.64-0.90) for DHA] and was evident for males [T2 = 0.84 (0.74-0.95); T3 = 0.89 (0.78-1.00)], but not for females. CONCLUSIONS Higher plasma n-3 PUFAs are associated with reduced colorectal cancer risk in the UKBB. IMPACT Nonlinearity, as well as tumor site and sex specificities, of the inverse relationship between plasma n-3 PUFA levels and colorectal cancer risk, if confirmed in other diverse populations, has significant implications for nutritional prevention guidelines.
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Affiliation(s)
- Joanna Aldoori
- Leeds Institute of Medical Research, University of Leeds, St James's University Hospital, Leeds, United Kingdom
| | - Michael A Zulyniak
- Leeds Institute of Medical Research, University of Leeds, St James's University Hospital, Leeds, United Kingdom
- Food, Nutrition and Health, University of British Columbia, Vancouver, Canada
| | - Giles J Toogood
- Leeds Teaching Hospitals NHS Trust, St James's University Hospital, Leeds, United Kingdom
| | - Mark A Hull
- Leeds Institute of Medical Research, University of Leeds, St James's University Hospital, Leeds, United Kingdom
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15
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Stamatakis E, Koemel NA, Biswas RK, Ahmadi MN, Allman-Farinelli M, Trost SG, Inan-Eroglu E, Del Pozo Cruz B, Bin YS, Postnova S, Duncan MJ, Dumuid D, Brown H, Maher C, Fontana L, Simpson S, Cistulli PA. Minimum and optimal combined variations in sleep, physical activity, and nutrition in relation to all-cause mortality risk. BMC Med 2025; 23:111. [PMID: 40001093 PMCID: PMC11863424 DOI: 10.1186/s12916-024-03833-x] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 12/18/2024] [Indexed: 02/27/2025] Open
Abstract
BACKGROUND Sleep, physical activity, and nutrition (SPAN) are critical behaviours for health, although they have traditionally been studied separately. We examined the combined associations of SPAN and the minimum between-individual variations associated with meaningfully lower all-cause mortality risk. METHODS This prospective cohort analysis included 59,078 participants from the UK Biobank (median age: 64.0 years; 45.4% male) who wore trackers for 7 days and self-reported dietary data. Wearable-measured sleep (hours/day) and moderate to vigorous physical activity (MVPA; mins/day) were calculated using a machine learning based schema. A 10-item diet quality score (DQS) assessed the intake of vegetables, fruits, fish, dairy, whole grains, vegetable oils, refined grains, processed and unprocessed meats, and sugary beverages (0-100 for all components with higher values indicating higher quality). Cox proportional hazards models were used to estimate hazard ratios (HR) for all-cause mortality risk across 27 separate joint tertile combinations of SPAN behaviours with the lowest tertile for all three as the referent group. For more granular clinical interpretations, we examined combined incremental dose-response changes of the SPAN behaviours using the 5th percentile of each behaviour as the referent point. RESULTS Over the 8.1-year median follow-up time, 2,458 mortality events occurred. Compared to the referent group of combined SPAN exposure (lowest tertiles for all three), the optimal SPAN combination involving moderate sleep duration (7.2-8.0 h/day), high MVPA (42-103 min/day), and a DQS between 57.5 and 72.5 was associated with an HR of 0.36 (95% CI: 0.26-0.50). Relative to the 5th percentile of sleep (5.5 h/day), physical activity (7.3 min/day), and nutrition (36.9 DQS), a theoretical minimum combined increase of 15 min/day of sleep, 1.6 min/day MVPA, and 5 DQS points (corresponding to e.g., extra 1/2 serving of vegetables per day or 1 less serving of processed meat per week) was associated with 10% lower all-cause mortality risk (0.90; 0.88-0.93). Combined increases of 75 min/day of sleep, 12.5 min/day MVPA, and 25 DQS points were associated with 50% lower all-cause mortality risk (0.50; 0.44-0.58). CONCLUSIONS This study highlights the potential health value of subtle combined SPAN modification in relation to mortality risk and expands opportunities for more holistic recommendations.
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Affiliation(s)
- Emmanuel Stamatakis
- Mackenzie Wearables Research Hub, Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia.
- School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.
| | - Nicholas A Koemel
- Mackenzie Wearables Research Hub, Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Raaj K Biswas
- Mackenzie Wearables Research Hub, Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Matthew N Ahmadi
- Mackenzie Wearables Research Hub, Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Margaret Allman-Farinelli
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Nutrition and Dietetics, School of Nursing, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Stewart G Trost
- School of Human Movement and Nutrition Sciences, The University of Queensland, and Children's Health Queensland, Brisbane, QLD, Australia
| | - Elif Inan-Eroglu
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Department of Molecular Epidemiology, German Institute of Human Nutrition Potsdam-Rehbruecke, Nuthetal, Germany
| | - Borja Del Pozo Cruz
- Faculty of Sports Sciences, Universidad Europea de Madrid, Madrid, Spain
- Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Madrid, Spain
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Yu Sun Bin
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
| | - Svetlana Postnova
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Physics, Faculty of Science, The University of Sydney, Sydney, NSW, Australia
| | - Mitch J Duncan
- School of Medicine and Public Health, College of Health, Medicine, and Wellbeing, The University of Newcastle, University Drive, Callaghan, NSW, Australia
- Centre for Active Living and Learning, University of Newcastle, Callaghan, NSW, Australia
| | - Dorothea Dumuid
- Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, South Australia, Australia
| | - Helen Brown
- School of Exercise and Nutrition Sciences, Faculty of Health, Deakin University, Geelong, VIC, Australia
| | - Carol Maher
- Alliance for Research in Exercise, Nutrition and Activity, Allied Health and Human Performance, University of South Australia, Adelaide, South Australia, Australia
| | - Luigi Fontana
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Department of Endocrinology, Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Stephen Simpson
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- School of Life and Environmental Sciences, Faculty of Science, The University of Sydney, Sydney, NSW, Australia
| | - Peter A Cistulli
- Charles Perkins Centre, The University of Sydney, Sydney, NSW, Australia
- Northern Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, Australia
- Department of Respiratory and Sleep Medicine, Royal North Shore Hospital, Sydney, NSW, Australia
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16
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Liu J, Zhang R, Ma L, Yang P, Wu Z, Chen Y, Peng J, Yang X, Huang C, Yan J. Association of dietary carbohydrate ratio, caloric restriction, and genetic factors with breast cancer risk in a cohort study. Sci Rep 2025; 15:6263. [PMID: 39979527 PMCID: PMC11842726 DOI: 10.1038/s41598-025-90844-0] [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: 08/12/2024] [Accepted: 02/17/2025] [Indexed: 02/22/2025] Open
Abstract
The origin of breast cancer (BC) is widely considered to be a result of multiple factors, including both genetic and dietary influences. Dietary patterns shaped by calorie restriction-defined as reduced energy intake without inducing malnutrition, and varying ratios of the three major nutrients are thought to influence tumorigenesis. However, the complex interplay between caloric restriction, carbohydrate intake ratios, and genetic predisposition in influencing BC risk remains inadequately understood. This study aimed to explore these relationships in greater depth. A prospective cohort study which included 139,829 participants aged 40-72 years was conducted. We evaluated the association between dietary carbohydrate ratio under caloric restriction and the BC risk in a genetic risk group by using Cox proportional hazards regression models. The analysis also included a calculation of polygenic risk score (PRS) based on 304 breast cancer-associated genetic loci. A high dietary carbohydrate ratio pattern under caloric restriction was significantly associated with a 21% reduction in BC risk, respectively (HRG4 VS G1 = 0.80, 95% CI 0.66-0.97, P = 0.021), whereas a low PRS (lowest tertile) was associated with 0.84-fold decrease in risk (HRlow VS high = 0.84, 95%CI 0.72-0.98, P = 0.032). Compared with other participants, those at intermediate genetic risk with low carbohydrate ratio above caloric restriction showed a higher risk of BC (HR = 1.39, 95% CI 1.01-1.90, P = 0.041). In this cohort study, a diet pattern characterized by a high ratio of carbohydrates under conditions of caloric restriction may attenuate the impact of genetic factors on BC risk in individuals of European ancestry.
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Affiliation(s)
- Jiuyang Liu
- Department of Breast and Thyroid Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Ruizhe Zhang
- Department of Breast and Thyroid Surgery, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Lang Ma
- Department of Gastrointestinal Surgery, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, 430071, China
| | - Pin Yang
- Department of Gastrointestinal Surgery, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, 430071, China
| | - Zuyou Wu
- Department of Preventive Medicine, School of Public Health, Wuhan University, Wuhan, 430071, China
| | - Yalin Chen
- Department of Preventive Medicine, School of Public Health, Wuhan University, Wuhan, 430071, China
| | - Jingyi Peng
- Department of Preventive Medicine, School of Public Health, Wuhan University, Wuhan, 430071, China
| | - Xiaojun Yang
- Department of Gastrointestinal Surgery, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, 430071, China.
| | - Chaoqun Huang
- Department of Gastrointestinal Surgery, Zhongnan Hospital of Wuhan University, Wuhan University, Wuhan, 430071, China.
| | - Jing Yan
- Jianghan University School of Medicine, Department of Nursing, School of Medicine, Jianghan University, Wuhan, 430056, China.
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Xie J, Huang Z, Mo Y, Pan Y, Ruan Y, Cao W, Chen Y, Li Y, Li K, Yu D, Deng B. Ages-specific beverage consumption and its association with depression and anxiety disorders: A prospective cohort study in 188,355 participants. J Affect Disord 2025; 371:224-233. [PMID: 39581385 DOI: 10.1016/j.jad.2024.11.069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2024] [Revised: 11/19/2024] [Accepted: 11/21/2024] [Indexed: 11/26/2024]
Abstract
BACKGROUND Diet habit is associated with mental health which has been suggested to be an independent risk factor. Nevertheless, evidence concerning the association between beverage consumption and age-specific mental health remains limited. Here we estimate the association between six types of beverages and depression and anxiety disorders. METHODS We included 188,355 participants who completed at least one dietary questionnaire and were free of depression and anxiety disorders at baseline from the UK-Biobank. Cox proportional hazard models and substituting analyses were used. RESULTS (i) During an average of 11.15 years of follow-up, 5884(3.12 %) participants with incident depression and 6445(3.42 %) anxiety disorders were documented. (ii)In individuals aged <60 years, the consumption of SSBs (sugar-sweetened beverages) and ASBs (artificially-sweetened beverages) (>1 serving/day) was associated with higher hazard of depression disorders (SSBs: HR 1.14, 95 % CI 1.02-1.28; ASBs: HR 1.23, 95 % CI 1.09-1.38); whereas, intakes of pure fruit/vegetable juices (PiSs) and coffee were associated with lower hazard of depression disorders(PiSs: HR 0.81, 95 % CI 0.72-0.92; coffee: HR 0.88, 95 % CI 0.81-0.96). (iii)In individuals aged ≥60 years, higher intakes of PiSs and coffee were related to lower hazard of depression and anxiety disorders. (iv)Replacing PiSs or coffee with SSBs was significantly associated with reduced depression and anxiety disorders in individuals aged <60 years while replacing PiSs or coffee with milk was consistently correlated with lower depression and anxiety disorders in those aged over 60 years. CONCLUSION Individual beverages showed divergent associations with depression and anxiety disorders at different age levels, which underscores the potential relationship of prudent beverage choices in mitigating the risk of mental health.
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Affiliation(s)
- Jiali Xie
- Department of Neurology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, PR China; Department of Neurology, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, PR China
| | - Zhixian Huang
- First Clinical College of Wenzhou Medical University, Wenzhou, PR China
| | - Yinan Mo
- Department of Psychiatry, Wenzhou People's Hospital, Wenzhou, PR China
| | - Yixuan Pan
- First Clinical College of Wenzhou Medical University, Wenzhou, PR China
| | - Yubin Ruan
- First Clinical College of Wenzhou Medical University, Wenzhou, PR China
| | - Wen Cao
- Department of Neurology, Peking University Third Hospital, Beijing 10091, PR China
| | - Yinuo Chen
- First Clinical College of Wenzhou Medical University, Wenzhou, PR China
| | - Yaojia Li
- Department of Neurology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, PR China
| | - Kezheng Li
- First Clinical College of Wenzhou Medical University, Wenzhou, PR China
| | - Danqing Yu
- Department of Endocrinology, Fifth Affiliated Hospital of Wenzhou Medical University, Lishui 323000, PR China.
| | - Binbin Deng
- Department of Neurology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, PR China.
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Zhu C, Wang Y, Yang X, Zhao Q, Xu W, Wang X, Liang Y, Chen Q, Fan S. Multi-dimensional evidence from the UK Biobank shows the impact of diet and macronutrient intake on aging. COMMUNICATIONS MEDICINE 2025; 5:36. [PMID: 39905241 PMCID: PMC11794871 DOI: 10.1038/s43856-025-00754-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 01/28/2025] [Indexed: 02/06/2025] Open
Abstract
BACKGROUND The role of diet in aging is crucial, yet research findings on how specific diets influence human aging remain inconsistent. Understanding the relationship between dietary factors and aging could inform interventions to promote healthier aging outcomes. METHODS We analyzed data from the UK Biobank baseline survey and a 24-hour dietary assessment survey to investigate the association between diet and aging. The study examined 18 individual food intakes, 6 dietary patterns, 3 macronutrient intakes, and 3 dietary quality scores. High-dimensional Fixed Effects (HDFE) models were used to assess associations between dietary factors and aging measures, including telomere length, phenotypic age, and brain grey/white matter volumes. Multivariable Mendelian Randomization (MVMR) was employed to explore causal links between macronutrient consumption and aging outcomes. RESULTS Our results show that healthier diets are generally associated with improved aging outcomes from HDFE analyses. Plant-based food consumption correlates with increased telomere length and reduced phenotypic age, while animal-based food intake is linked to adverse aging effects. MVMR results confirm the causal benefits of carbohydrate intake, including reductions in phenotypic age (β = -0.0025; 95% CI = [-0.0047, -0.0003]; p = 0.0253) and increases in whole-brain grey matter volume (β = 0.0262; 95% CI = [0.007, 0.046]; p = 0.0087). The latter association remains significant after multiple testing correction. CONCLUSIONS This study underscores the significant role of diet in biological aging and provides robust evidence for the benefits of carbohydrate intake in promoting healthier aging. These findings highlight the potential of dietary interventions to improve aging-related outcomes.
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Affiliation(s)
- Chen Zhu
- Academy of Global Food Economics and Policy (AGFEP), China Agricultural University, Beijing, China
- College of Economics and Management, China Agricultural University, Beijing, China
- Beijing Food Safety Policy and Strategy Research Base, China Agricultural University, Beijing, China
| | - Youfa Wang
- School of Public Health, Xi'an Jiaotong University, Xi'an, China
| | | | - Qiran Zhao
- Academy of Global Food Economics and Policy (AGFEP), China Agricultural University, Beijing, China
- College of Economics and Management, China Agricultural University, Beijing, China
| | - Wenyan Xu
- College of Economics and Management, China Agricultural University, Beijing, China
| | - Xiaolu Wang
- College of Economics and Management, China Agricultural University, Beijing, China
- Stanford Center on China's Economy and Institutions, Stanford University, Stanford, USA
| | - Yanjun Liang
- Nanjing Starhomes Health Management and Consulting Co. Ltd., Nanjing, China
- Jiangsu Minsheng Vocational Training School, Nanjing, China
| | - Qihui Chen
- Beijing Food Safety Policy and Strategy Research Base, China Agricultural University, Beijing, China.
| | - Shenggen Fan
- Academy of Global Food Economics and Policy (AGFEP), China Agricultural University, Beijing, China.
- College of Economics and Management, China Agricultural University, Beijing, China.
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Li S, Jiang M, Guan Y, Cao X, Shao Z, Deng J, Hao X. Association between genetic risk and adherence to the Dietary Approaches to Stop Hypertension diet for developing venous thromboembolism. Res Pract Thromb Haemost 2025; 9:102731. [PMID: 40236289 PMCID: PMC11999685 DOI: 10.1016/j.rpth.2025.102731] [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: 07/26/2024] [Revised: 01/23/2025] [Accepted: 02/25/2025] [Indexed: 04/17/2025] Open
Abstract
Background The relationship between diet and venous thromboembolism (VTE) remains unclear, and the joint effects of diet patterns and genetic susceptibility on VTE risk are unknown. Objectives Investigate the independent and joint effects of Dietary Approaches to Stop Hypertension (DASH) diet adherence and polygenic risk scores (PRS) on VTE risk. Methods A total of 411,539 UK Biobank participants were included. DASH scores were calculated using Food Frequency Questionnaires, and PRS quantified genetic risk. Cox proportional hazard models estimated hazard ratios (HRs) for VTE, assessing interactions between the DASH diet and genetic susceptibility. Results During a median follow-up of 13.4 years, 10,543 participants were diagnosed with VTE. Higher DASH scores were associated with a lower VTE risk (HR, 0.87; 95% CI, 0.82-0.92). A low-adherent DASH diet combined with high-genetic risk had the highest VTE risk (HR, 2.78; 95% CI, 2.47-3.14). High DASH scores reduced VTE risk in high-genetic-risk individuals (HR, 0.84; 95% CI, 0.76-0.92). Sex-specific associations were detected in the joint effect and interaction of DASH scores and PRS. Notably, high DASH scores can offset moderate genetic risk among men (HR, 0.79; 95% CI, 0.67-0.94). There were additive interactions between DASH scores and high genetic risk in total subjects and men, while not observed in women. Conclusion The DASH diet is associated with reduced VTE risk and can partially offset genetic predisposition. Low adherence to the DASH diet increases VTE risk, particularly in high-genetic-risk individuals. The protective effect of high DASH scores against genetic risks for VTE is more pronounced in males. Precision medicine should consider both diet and genetics for VTE prevention.
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Affiliation(s)
- Si Li
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Minghui Jiang
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yunlong Guan
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xi Cao
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Zhonghe Shao
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Jun Deng
- Institute of Hematology, Union Hospital, Tongii Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xingjie Hao
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
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Kityo A, Choi B, Lee JE, Kim C, Lee SA. Association of ultra-processed food-related metabolites with selected biochemical markers in the UK Biobank. Nutr J 2025; 24:21. [PMID: 39891268 PMCID: PMC11786352 DOI: 10.1186/s12937-025-01077-w] [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: 08/27/2024] [Accepted: 01/08/2025] [Indexed: 02/03/2025] Open
Abstract
BACKGROUND Ultra-processed food (UPF) intake is positively associated with multiple adverse health outcomes. However, the underlying biological mechanisms remain unclear. Serum metabolites may elucidate these mechanisms. We investigated serum metabolites correlated with UPF and un/minimally processed food (UNPF) intake and evaluated their association with selected biochemical markers. METHODS Cross-sectional study within the UK biobank, including a total of 72,817 participants with 24-hour recall dietary data and 134 nuclear magnetic resonance metabolites. UPF and UNPF intakes were evaluated using the NOVA classification, and related metabolites were identified using elastic net penalized regression. A UPF metabolomic signature was computed as a weighted sum of UPF-related metabolites, using elastic net coefficients as weights. Associations between UPF and UNPF-related metabolites, and serum C-reactive protein (CRP), insulin-like growth factor-1(IGF-1), sex hormone-binding globulin (SHBG), and testosterone were examined using multiple quantile regression. RESULTS Elastic net model identified 17 and 15 metabolites uniquely related to UPF and UNPF intake, respectively. Acetoacetate, acetone, high-density lipoprotein (HDL) diameter, docosahexaenoic acid, linoleic acid, ω-3 fatty acids (FA), total lipids in large HDL cholesterol, and valine levels were decreased, but free cholesterol in extremely small very low-density lipoproteins (LDL), glutamine, glycine, glycoprotein acetyls, lactate, saturated FA, sphingomyelins, triglycerides in large LDL, and triglycerides in medium HDL levels were increased with high UPF intake. Opposite relationships were observed for UNPF intake. Heterogeneous associations were observed between UPF-related metabolites and CRP, IGF-1, SHBG, and testosterone levels. A UPF metabolomic signature was positively associated with CRP (regression coefficient per standard deviation, 1.45, 95% confidence interval, 1.385, 1.515) and negatively associated with IGF-1 (-3.16, -4.493, -1.827) and SHBG (-13.878, -15.291, -12.465). CONCLUSION A UPF metabolomic profile, including VLDL free cholesterol, saturated FA, triglycerides, glutamine, glycine, and glycoprotein acetyl was associated with inflammatory, insulin signalling, and reproductive biomarkers. This metabolomic profile should be explored as a potential mediators of UPF-disease associations, and as an objective marker of UPF intake.
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Affiliation(s)
- Anthony Kityo
- Department of Preventive Medicine, School of Medicine, Kangwon National University, 1 Gangwondeahakgil, Chuncheon, Gangwon, 24341, Republic of Korea
- Interdisciplinary Graduate Program in Medical Bigdata Convergence, Kangwon National University, Chuncheon, Gangwon, 24341, Republic of Korea
- Institute of Medical Science, Kangwon National University, Chuncheon, Gangwon, 24341, Republic of Korea
| | - Byeonggeun Choi
- Interdisciplinary Graduate Program in Medical Bigdata Convergence, Kangwon National University, Chuncheon, Gangwon, 24341, Republic of Korea
| | - Jung-Eun Lee
- Interdisciplinary Graduate Program in Medical Bigdata Convergence, Kangwon National University, Chuncheon, Gangwon, 24341, Republic of Korea
| | - Chulho Kim
- Department of Neurology, Chuncheon Sacred Heart Hospital, Chuncheon, Gangwon, 24341, Republic of Korea
- Institute of New Frontier Research Team, Hallym University College of Medicine, Chuncheon, Gangwon, 24341, Republic of Korea
| | - Sang-Ah Lee
- Department of Preventive Medicine, School of Medicine, Kangwon National University, 1 Gangwondeahakgil, Chuncheon, Gangwon, 24341, Republic of Korea.
- Interdisciplinary Graduate Program in Medical Bigdata Convergence, Kangwon National University, Chuncheon, Gangwon, 24341, Republic of Korea.
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Liu B, Li Y, Han M, Yuan C, Liu B, Ren X, Liu T, Huang K, Li J, Liu F, Lu X, Tian W. Polygenic risk score, dietary inflammatory potential, and incident coronary heart disease. Eur J Prev Cardiol 2025:zwaf009. [PMID: 39881513 DOI: 10.1093/eurjpc/zwaf009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 07/18/2024] [Accepted: 01/06/2025] [Indexed: 01/31/2025]
Abstract
AIMS Dietary inflammatory potential and genetic factors are reported as being linked to coronary heart disease (CHD). We aimed to investigate their joint association with CHD incidence. METHODS AND RESULTS We included 51 889 British participants from the UK Biobank who completed the 24-h dietary assessment at baseline. We used reduced rank regression and stepwise linear regression analyses to generate an empirical dietary inflammatory pattern (EDIP) score to assess dietary inflammatory potential. A polygenic risk score (PRS) for CHD was constructed based on 1.7 million genetic variants. During a median follow-up of 11 years, 1346 incident cases of CHD were observed. High EDIP scores significantly increased the risk of CHD with the hazard ratio (HR) [95% confidence interval (CI)] of 1.26 (1.10-1.45) for high EDIP scores (T3) compared with low EDIP scores (T1). Interestingly, we observed a gradient in the risk of CHD across PRS categories, with the HRs of 1.12 (95% CI: 0.73-1.71), 1.20 (95% CI: 1.01-1.43), and 1.42 (95% CI: 1.10-1.83) in low (Q1), intermediate (Q2-4), and high (Q5) PRS categories, respectively. When the joint effect was examined, individuals with high PRS (Q5) and high EDIP scores (T3) would have the highest risk of CHD with a HR of 3.87 (95% CI: 2.74-5.46) compared with individuals with both low PRS (Q1) and low EDIP scores. CONCLUSION High dietary inflammatory potential was associated with a higher CHD risk, especially in those with high PRS, suggesting that a comprehensive assessment of inflammatory diet and genetic factors may be beneficial in the prevention of CHD.
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Affiliation(s)
- Bangquan Liu
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Road, Harbin 150081, China
- Key Laboratory of Cardiovascular Epidemiology and Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing 100037, China
| | - Yun Li
- School of Public Health, North China University of Science and Technology, Tangshan 063210, China
| | - Minghui Han
- Department of Epidemiology, School of Public Health, Center for Global Health, Nanjing Medical University, Nanjing 211166, China
| | - Chenxi Yuan
- Department of Epidemiology, School of Public Health, Center for Global Health, Nanjing Medical University, Nanjing 211166, China
| | - Bisen Liu
- Key Laboratory of Cardiovascular Epidemiology and Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing 100037, China
| | - Xiyun Ren
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Road, Harbin 150081, China
| | - Tianyu Liu
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Road, Harbin 150081, China
| | - Keyong Huang
- Key Laboratory of Cardiovascular Epidemiology and Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing 100037, China
| | - Jianxin Li
- Key Laboratory of Cardiovascular Epidemiology and Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing 100037, China
| | - Fangchao Liu
- Key Laboratory of Cardiovascular Epidemiology and Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing 100037, China
| | - Xiangfeng Lu
- Key Laboratory of Cardiovascular Epidemiology and Department of Epidemiology, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing 100037, China
| | - Wenjing Tian
- Department of Epidemiology, School of Public Health, Harbin Medical University, 157 Baojian Road, Harbin 150081, China
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Nôga DA, Meth EMS, Pacheco AP, Cedernaes J, Xue P, Benedict C. Habitual sleep duration, healthy eating, and digestive system cancer mortality. BMC Med 2025; 23:44. [PMID: 39865237 PMCID: PMC11770963 DOI: 10.1186/s12916-025-03882-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2024] [Accepted: 01/16/2025] [Indexed: 01/28/2025] Open
Abstract
BACKGROUND Lifestyle choices, such as dietary patterns and sleep duration, significantly impact the health of the digestive system and may influence the risk of mortality from digestive system cancer. METHODS This study aimed to examine the associations between sleep duration, dietary habits, and mortality from digestive system cancers. The analysis included 406,584 participants from the UK Biobank cohort (54.1% women; age range: 38-73 years), with sleep duration classified as short (≤ 6 h, 24.2%), normal (7-8 h, 68.4%), and long (≥ 9 h, 7.4%). Healthy eating habits were defined as a daily intake of at least 25 g of fibre, seven portions of fruits and vegetables, and fewer than four servings of meat per week. These dietary factors were combined into a score ranging from 0 (least healthy) to 3 (healthiest). Cox proportional hazards regression analyses were conducted, with a median follow-up period of 12.6 years, ending on September 30, 2021. RESULTS 3949 participants died from cancer of the digestive system. Both short and long sleep duration were associated with an increased risk of mortality from cancer of the digestive system (1.09 (1.01-1.18) and 1.14 (1.03-1.27), respectively). Additionally, a diet score ≥ 1 was linked to a lower cancer risk (0.72-0.91 (0.59-0.96)). Adjusting for smoking, type 2 diabetes, and body mass index (BMI) status eliminated the association between sleep duration and digestive cancer mortality. The association between healthy dietary patterns and the risk of digestive system cancer mortality did not vary by sleep duration. CONCLUSIONS Aberrant sleep durations may increase the risk of mortality from digestive system cancer, potentially through smoking, higher BMI, and type 2 diabetes. However, aberrant sleep durations do not seem to reduce the protective effects of a healthy dietary pattern.
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Affiliation(s)
- Diana A Nôga
- Department of Pharmaceutical Biosciences, Uppsala University, Box 593, Husargatan 3, Uppsala, 751 24, Sweden.
| | - Elisa M S Meth
- Department of Pharmaceutical Biosciences, Uppsala University, Box 593, Husargatan 3, Uppsala, 751 24, Sweden
| | - André P Pacheco
- Department of Pharmaceutical Biosciences, Uppsala University, Box 593, Husargatan 3, Uppsala, 751 24, Sweden
- Department of Research and Innovation, Division of Mental Health and Addiction, Oslo University Hospital, Sognsvannsveien 21, Oslo, 0372, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Postboks 1039 Blindern, 0315, Oslo, Norway
| | - Jonathan Cedernaes
- Department of Medical Sciences, Uppsala University, Akademiska Sjukhuset, Ing. 40, 5 Tr, Uppsala, 751 85, Sweden
- Department of Medical Cell Biology, Uppsala University, Box 571, Husargatan 3, Uppsala, 751 24, Sweden
| | - Pei Xue
- Department of Pharmaceutical Biosciences, Uppsala University, Box 593, Husargatan 3, Uppsala, 751 24, Sweden
| | - Christian Benedict
- Department of Pharmaceutical Biosciences, Uppsala University, Box 593, Husargatan 3, Uppsala, 751 24, Sweden
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Ye Z, Liu H, Shi L, Ke X. Investigating causal associations between pork intake and multiple sclerosis using Mendelian randomization: Insights from large-scale GWAS data in European populations. Nutr Health 2025:2601060241308918. [PMID: 39838958 DOI: 10.1177/02601060241308918] [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: 01/23/2025]
Abstract
BACKGROUND Observational studies propose associations between dietary factors and multiple sclerosis (MS). However, the causal nature of these relationships remains unclear. This study aims to determine whether nutritional factors causally influence MS risk through Mendelian randomization (MR) analysis. METHODS Summary statistics for 15 common dietary factors were derived from the Genome-Wide Association Study (GWAS) conducted by the Medical Research Council Integrated Epidemiology Unit (MRC-IEU). The GWAS data of MS were sourced from the International Multiple Sclerosis Genetics Consortium (IMSGC), including 14,498 cases and 24,091 controls. The inverse-variance weighted (IVW) method was utilized as the primary analytical approach to estimate causality, while Cochran's Q test assessed heterogeneity. MR-Egger (MRE) and MR-Pleiotropy RESidual Sum and Outlier (MR-PRESSO) were employed to detect pleiotropy and conduct sensitivity analyses. RESULTS We executed univariable- and multivariable-adjusted MR analyses, incorporating adjustments for past tobacco smoking, particulate matter air pollution (PM2.5) and moderate to vigorous physical activity. The univariable Mendelian randomization (UVMR) analysis elucidated potential causal relationships concerning the risk of MS for only two dietary factors: pork intake (odds ratio [OR] = 6.764, 95% confidence interval [CI]: 1.772-25.814, p = 0.005 by IVW) and fish/liver oil dietary supplements (OR = 0.119, 95%CI: 0.032-0.444, p = 0.002 by IVW). In the multivariate Mendelian randomization (MVMR) analysis, the significant causal relationship between pork intake and MS remained robust even after adjusting for potential confounders. Conversely, after adjusting for these confounders, the initially observed causal associations between fish/liver oil dietary supplements and MS ceased to be statistically significant. CONCLUSIONS Our findings suggest that pork intake could increase the risk of MS. Other nutritional factors analyzed in this study did not exhibit significant correlations with MS.
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Affiliation(s)
- Zhinan Ye
- Department of Neurology, Municipal Hospital Affiliated to Taizhou University, Taizhou, Zhejiang Province, China
| | - Hongwei Liu
- Department of Neurology, Taiyuan Central Hospital, Taiyuan, Shanxi Province, China
| | - Luya Shi
- Nursing Department, Municipal Hospital Affiliated to Taizhou University, Taizhou, Zhejiang Province, China
| | - Xiaoyong Ke
- Department of Neurology, Municipal Hospital Affiliated to Taizhou University, Taizhou, Zhejiang Province, China
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Wang W, Chang X, Lin F, Feng L, Wang M, Huang J, Wu T. Adding salt to foods and risk of incident depression and anxiety. BMC Med 2025; 23:32. [PMID: 39838382 PMCID: PMC11752635 DOI: 10.1186/s12916-025-03865-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Accepted: 01/13/2025] [Indexed: 01/23/2025] Open
Abstract
BACKGROUND Diet is a well-known determinant of mental health outcomes. However, epidemiologic evidence on salt consumption with the risk of developing depression and anxiety is still very limited. This study aimed to examine the association between adding salt to foods and incident depression and anxiety longitudinally. METHODS This study used data from 444,787 adults who had never been diagnosed with depression or anxiety at baseline from the UK Biobank, a national community-based cohort from 2006 to 2010. Adding salt to foods was measured using a four-point Likert scale at baseline from a touch-screen questionnaire. The outcomes were incidents of diagnosed depression (F32-F33) and anxiety (F40-F48), defined by the International Statistical Classification of Diseases and Related Health Problems, 10th Revision codes. Cox proportional hazards models were used to investigate the association between the frequency of adding salt to foods and incident depression and anxiety. RESULTS During a mean follow-up period of 14.5 years, 16,319 incidents of depression and 18,959 incidents of anxiety were documented. A higher frequency of adding salt to foods was associated with elevated risk for depression and anxiety. Compared with the group of never/rarely adding salt to foods, the adjusted HRs of incident depression were 1.07 (95% CI: 1.02-1.12), 1.18 (95% CI: 1.10-1.26), and 1.29 (95% CI: 1.18-1.41) across the groups of sometimes, usually, and always, respectively (P trend < 0.001). Participants who reported always adding salt to foods had a 1.17-fold higher risk for developing anxiety (95% CI: 1.07-1.28) compared with those who never/rarely added salt to foods. CONCLUSIONS A higher frequency of adding salt to foods was independently associated with a higher hazard of depression and anxiety. Interventions such as public awareness campaigns promoting reduced salt consumption may be promising preventative measures to reduce the incidence of depression and anxiety.
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Affiliation(s)
- Weiwei Wang
- Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, 5 Ankang Lane, Xicheng District, Beijing, 100088, China
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Haidian District, 38 Xueyuan Road, Beijing, 100191, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China
| | - Xiaotian Chang
- Department of Counseling and Clinical Psychology, Teachers College, Columbia University, 525 West 120 Street, New York, 10027, USA
| | - Feifei Lin
- Institute of Epidemiology and Health Care, University College London, Gower Street, London, WC1E 6BT, UK
| | - Lei Feng
- Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders & National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, 5 Ankang Lane, Xicheng District, Beijing, 100088, China
| | - Mengying Wang
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China.
- Department of Nutrition and Food Hygiene, School of Public Health, Peking University, Haidian District, 38 Xueyuan Road, Beijing, 100191, China.
| | - Jie Huang
- School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, 518055, China.
| | - Tao Wu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Haidian District, 38 Xueyuan Road, Beijing, 100191, China.
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, 100191, China.
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Andersen V, Liljensøe A, Gregersen L, Darbani B, Halldorsson TI, Heitmann BL. Food Is Medicine: Diet Assessment Tools in Adult Inflammatory Bowel Disease Research. Nutrients 2025; 17:245. [PMID: 39861375 PMCID: PMC11767669 DOI: 10.3390/nu17020245] [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: 12/19/2024] [Revised: 01/06/2025] [Accepted: 01/07/2025] [Indexed: 01/27/2025] Open
Abstract
BACKGROUND Diet significantly impacts the onset and progression of inflammatory bowel disease (IBD), and diet offers unique opportunities for treatment and preventative purposes. However, despite growing interest, no diet has been conclusively associated with improved long-term clinical and endoscopic outcomes in IBD, and evidence-based dietary guidelines for IBD remain scarce. This narrative review critically examines dietary assessment methods tailored to the unique needs of IBD, highlighting opportunities for precision and inclusivity. METHODS We conducted a comprehensive literature review using search terms related to diet, diet assessment, nutrition, food, sex, gender, equity, and IBD. RESULTS The identified dietary assessment tools evaluated nutritional quality, dietary patterns, food processing, lifestyle interactions, inflammatory potential, and effects of specific nutrients. Advanced methods, including biomarkers, multi-omics approaches, and digital tools, were highlighted as being complementary to traditional approaches, offering enhanced precision and real-time monitoring. Women remain under-represented in dietary research but face unique nutritional needs due to hormonal cycles, pregnancy, and higher malnutrition risks in IBD. DISCUSSION Traditional diet assessment methods remain valuable but are often limited by misreporting biases. Advanced approaches may provide greater precision, enabling real-time monitoring and personalised dietary tracking. Incorporating considerations of sex, gender, age, ethnicity, socioeconomic, and sustainability enhances the relevance and applicability of these methods. Addressing these multifaceted aspects of dietary assessment in IBD can facilitate robust interventional trials. CONCLUSIONS Diet assessment tools are essential for developing personalised dietary interventions in IBD, informing evidence-based guidelines, and improving health outcomes and quality of life in IBD.
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Affiliation(s)
- Vibeke Andersen
- Molecular Diagnostics and Clinical Research Unit, Department of Internal Medicine, University Hospital of Southern Denmark, 6200 Åbenrå, Denmark; (A.L.); (L.G.); (B.D.); (T.I.H.)
- Institute of Regional Health Research, University of Southern Denmark, 5000 Odense, Denmark
| | - Anette Liljensøe
- Molecular Diagnostics and Clinical Research Unit, Department of Internal Medicine, University Hospital of Southern Denmark, 6200 Åbenrå, Denmark; (A.L.); (L.G.); (B.D.); (T.I.H.)
- Institute of Regional Health Research, University of Southern Denmark, 5000 Odense, Denmark
| | - Laura Gregersen
- Molecular Diagnostics and Clinical Research Unit, Department of Internal Medicine, University Hospital of Southern Denmark, 6200 Åbenrå, Denmark; (A.L.); (L.G.); (B.D.); (T.I.H.)
- Institute of Regional Health Research, University of Southern Denmark, 5000 Odense, Denmark
| | - Behrooz Darbani
- Molecular Diagnostics and Clinical Research Unit, Department of Internal Medicine, University Hospital of Southern Denmark, 6200 Åbenrå, Denmark; (A.L.); (L.G.); (B.D.); (T.I.H.)
| | - Thorhallur Ingi Halldorsson
- Molecular Diagnostics and Clinical Research Unit, Department of Internal Medicine, University Hospital of Southern Denmark, 6200 Åbenrå, Denmark; (A.L.); (L.G.); (B.D.); (T.I.H.)
- Faculty of Food Science and Nutrition, University of Iceland, 101 Reykjavik, Iceland
| | - Berit Lilienthal Heitmann
- Research Unit for Dietary Studies at The Parker Institute, Bispebjerg and Frederiksberg Hospital, 2000 Frederiksberg, Denmark;
- Section for General Medicine, The Department of Public Health, University of Copenhagen, 1353 Copenhagen, Denmark
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Hoang T, Cho S, Shin A. Diet Changes and Colorectal Cancer Risk in the UK Biobank. Cancer Epidemiol Biomarkers Prev 2025; 34:67-74. [PMID: 39480162 DOI: 10.1158/1055-9965.epi-24-0847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Revised: 09/13/2024] [Accepted: 10/24/2024] [Indexed: 11/02/2024] Open
Abstract
BACKGROUND Modifying dietary behaviors into healthier habits may attenuate the risk of colorectal cancer. This study aimed to investigate the association between dietary changes and the risk of colorectal cancer. METHODS Following dietary recommendations for red and processed meat, fruit and vegetables, and alcohol consumption, we classified 50,640 participants into poor and good adherence groups in the UK Biobank. Changes in dietary habits were defined as stable poor, poor to good, good to poor, and stable to good adherences. A Cox proportional hazard model was used to examine the association between dietary changes and colorectal cancer risk. RESULTS Women were more likely to follow dietary recommendations than men. After a median of 3.3 years from the latest follow-up, 8,328 (16.4%) participants followed an improved dietary habit and 5,808 (11.5%) participants had a worsened diet. Compared with men who stably consumed fruit and vegetables <5 servings/day, those who increased their consumption to ≥5 servings/day were related to colorectal cancer risk reduction [HR: 0.24 (0.09-0.63)]. However, the beneficial associations of increased fruit and vegetable consumption were not statistically significant in women [HR: 0.41 (0.11-1.56)]. CONCLUSIONS Our findings support the evidence that increasing fruit and vegetable intake could serve as a beneficial strategy to mitigate colorectal cancer risk in men. IMPACT Participants from the UK Biobank significantly changed their adherence to dietary recommendations during the follow-up. Increasing fruit and vegetable consumption was inversely associated with colorectal cancer risk among men.
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Affiliation(s)
- Tung Hoang
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Integrated Major in Innovative Medical Science, Seoul National University Graduate School, Seoul, Korea
- University of Health Sciences, Vietnam National University Ho Chi Minh City, Binh Duong, Vietnam
| | - Sooyoung Cho
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Medical Research Center, Genomic Medicine Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Aesun Shin
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Korea
- Integrated Major in Innovative Medical Science, Seoul National University Graduate School, Seoul, Korea
- Medical Research Center, Genomic Medicine Institute, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University, Seoul, Korea
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Liu D, Liu Z, Wu Y, Hong Y, Fang J, Lu Y, Xu G, Kang P, Liu T, Chen LH. Dietary patterns related to triglyceride glucose index and risk of type 2 diabetes: a large-scale cohort study. Front Nutr 2025; 11:1510926. [PMID: 39845915 PMCID: PMC11750680 DOI: 10.3389/fnut.2024.1510926] [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: 10/14/2024] [Accepted: 12/23/2024] [Indexed: 01/24/2025] Open
Abstract
Background Triglyceride glucose (TyG) index has been proposed as a credible and simple surrogate indicator for insulin resistance. The primary aim of this study was to novelly examine the associations between dietary patterns reflecting variations in circulating TyG index and the risk of type 2 diabetes mellitus (T2DM). Methods This study included 120,988 participants from the UK Biobank, all of whom completed multiple 24-h dietary assessments. Dietary pattern scores were derived using reduced-rank regression (RRR) and Least Absolute Shrinkage and Selection Operator (LASSO) regression, based on the TyG index and approximately 80 food groups. The associations between the TyG index, related dietary pattern scores, and T2DM risk were evaluated using Cox regression models. Results During a median follow-up period of 11.2 years, 3,585 participants developed T2DM. A higher TyG index was significantly associated with an increased risk of T2DM. The two dietary patterns derived from RRR and LASSO showed a strong correlation (ρ = 0.88, p < 0.001) and shared similar characteristics at higher scores, including greater intakes of margarine, meat, fruit juice, and potatoes, alongside lower intakes of green vegetables, oily fish, yogurt, nuts and seeds, and dried fruits. Corresponding blood profiles, including elevated levels of C-reactive protein and HbA1c, along with reduced levels of HDL-C and docosahexaenoic acid, substantiated the dietary pattern assessments. The adjusted hazard ratios (HRs) for T2DM risk were 1.52 (95% CI: 1.33-1.73, p trend <0.001) and 1.48 (95% CI: 1.30-1.69, p trend <0.001) for dietary patterns derived using RRR and LASSO, respectively, comparing the highest to the lowest quintiles. Conclusion The findings suggest that a higher TyG index and specific dietary patterns, characterized by higher intakes of margarine, meat, fruit juice, and potatoes, and lower intakes of green vegetables, oily fish, yogurt, nuts and seeds, and dried fruits, are associated with an increased risk of developing T2DM. These results underscore the potential of dietary modifications targeting these patterns to mitigate T2DM risk.
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Affiliation(s)
- Dong Liu
- Department of Nutrition and Food Hygiene, School of Public Health, Nantong University, Nantong, China
- Institute for Applied Research in Public Health, School of Public Health, Nantong University, Nantong, China
| | - Ziwei Liu
- Department of Nutrition and Food Hygiene, School of Public Health, Nantong University, Nantong, China
| | - Yue Wu
- Department of Nutrition and Food Hygiene, School of Public Health, Nantong University, Nantong, China
| | - Yan Hong
- Department of Nutrition and Food Hygiene, School of Public Health, Nantong University, Nantong, China
| | - Jinghao Fang
- Department of Nutrition and Food Hygiene, School of Public Health, Nantong University, Nantong, China
| | - Ying Lu
- Department of Nutrition and Food Hygiene, School of Public Health, Nantong University, Nantong, China
| | - Guangfei Xu
- Department of Nutrition and Food Hygiene, School of Public Health, Nantong University, Nantong, China
| | - Peipei Kang
- Department of Anesthesiology, Affiliated Tumor Hospital of Nantong University, Nantong, China
| | - Tong Liu
- Institute of Pain Medicine and Special Environmental Medicine, Nantong University, Nantong, China
| | - Li-Hua Chen
- Department of Nutrition and Food Hygiene, School of Public Health, Nantong University, Nantong, China
- Institute for Applied Research in Public Health, School of Public Health, Nantong University, Nantong, China
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Zhuang P, Liu X, Li Y, Ao Y, Wu Y, Ye H, Wan X, Zhang L, Meng D, Tian Y, Yu X, Zhang F, Wang A, Zhang Y, Jiao J. A global analysis of dairy consumption and incident cardiovascular disease. Nat Commun 2025; 16:437. [PMID: 39762253 PMCID: PMC11704150 DOI: 10.1038/s41467-024-55585-0] [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: 03/21/2024] [Accepted: 12/11/2024] [Indexed: 01/11/2025] Open
Abstract
The role of dairy products in cardiovascular disease (CVD) prevention remains controversial. This study investigates the association between dairy consumption and CVD incidence using data from the China Kadoorie Biobank and the UK Biobank, complemented by an updated meta-analysis. Among Chinese participants, regular dairy consumption (primarily whole milk) is associated with a 9% increased risk of coronary heart disease (CHD) and a 6% reduced risk of stroke compared to non-consumers. Among British participants, total dairy consumption is linked to lower risks of CVD, CHD, and ischemic stroke, with cheese and semi-skimmed/skimmed milk contributing to reduced CVD risk. Meta-analysis reveals that total dairy consumption is associated with a 3.7% reduced risk of CVD and a 6% reduced risk of stroke. Notably, inverse associations with CVD incidence are observed for cheese and low-fat dairy products. Current evidence suggests that dairy consumption, particularly cheese, may have protective effects against CVD and stroke.
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Affiliation(s)
- Pan Zhuang
- Department of Endocrinology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Department of Nutrition, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Xiaohui Liu
- Department of Endocrinology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Department of Nutrition, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Yin Li
- Department of Nutrition, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Yang Ao
- Department of Nutrition, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Yuqi Wu
- Department of Food Science and Nutrition, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, Zhejiang, China
| | - Hao Ye
- Department of Endocrinology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Department of Nutrition, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Xuzhi Wan
- Department of Endocrinology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Department of Nutrition, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Lange Zhang
- Department of Nutrition, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Denghui Meng
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Department of Food Science and Nutrition, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, Zhejiang, China
| | - Yimei Tian
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Department of Food Science and Nutrition, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, Zhejiang, China
| | - Xiaomei Yu
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Department of Food Science and Nutrition, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, Zhejiang, China
| | - Fan Zhang
- Department of Food Science and Nutrition, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, Zhejiang, China
| | - Anli Wang
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Department of Food Science and Nutrition, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, Zhejiang, China
| | - Yu Zhang
- Department of Gastroenterology, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
- Department of Food Science and Nutrition, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, Zhejiang, China.
| | - Jingjing Jiao
- Department of Endocrinology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
- Department of Nutrition, School of Public Health, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
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Zhu K, Li R, Yao P, Yu H, Pan A, Manson JE, Rimm EB, Willett WC, Liu G. Proteomic signatures of healthy dietary patterns are associated with lower risks of major chronic diseases and mortality. NATURE FOOD 2025; 6:47-57. [PMID: 39333296 DOI: 10.1038/s43016-024-01059-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 09/06/2024] [Indexed: 09/29/2024]
Abstract
Healthy dietary patterns have been linked to a decreased risk of chronic diseases. However, it remains uncertain whether proteomic signatures can reflect proteome response to healthy diet patterns, and whether these proteomic signatures are associated with health outcomes. Using data from the UK Biobank including Olink plasma proteins, we identified substantial proteomic variation in relation to adherence to eight healthy dietary patterns. The proteomic signatures, reflecting adherence and proteome response to healthy dietary patterns, were prospectively associated with lower risks of diabetes, cardiovascular diseases, chronic respiratory diseases, chronic kidney diseases and cancers, along with longer life expectancy, even after adjusting for corresponding dietary patterns. These findings suggest proteomic signatures have the potential to complement traditional dietary assessments and deepen our understanding of the relationships between dietary patterns and chronic diseases.
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Affiliation(s)
- Kai Zhu
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environment Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Rui Li
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environment Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Pang Yao
- Clinical Trial Service Unit and Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Hancheng Yu
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environment Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - An Pan
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - JoAnn E Manson
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Eric B Rimm
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Walter C Willett
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Nutrition, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Gang Liu
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, Ministry of Education Key Laboratory of Environment and Health, and State Key Laboratory of Environment Health (Incubating), School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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30
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Yang G, Du X, Wang J, Jiang X, Shi S, Shen J, Zhong VW. Unveiling the Roles of Immune Function and Inflammation in the Associations Between Dietary Patterns and Incident Type 2 Diabetes. JOURNAL OF THE AMERICAN NUTRITION ASSOCIATION 2025; 44:59-67. [PMID: 39254666 DOI: 10.1080/27697061.2024.2401053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 08/26/2024] [Accepted: 09/01/2024] [Indexed: 09/11/2024]
Abstract
OBJECTIVE To investigate the associations between data-driven dietary patterns, immune function, and incident type 2 diabetes (T2D) and the mediating effects of immune function. METHODS This study included 375,665 participants without diabetes at baseline in the UK Biobank study. Dietary patterns were derived through principal component analysis of food frequency questionnaire data. Immune function was assessed using 14 individual inflammatory markers and an integrated low-grade inflammation score (INFLA-score). Cox proportional hazard models were used to estimate the associations of dietary patterns or immune function with incident T2D. Linear regressions were used to estimate the associations of dietary patterns with immune function. Mediating effects of immune function were quantified. RESULTS During a median 14.6-year follow-up, 13,932 participants developed T2D. Four dietary patterns were identified: prudent diet (high in whole grains, vegetables, fruits, fish), wheat/dairy/eggs restrictive diet (limiting these foods), meat-based diet (high in red/processed meat, salt), and full-cream dairy diet (preference for full cream milk or dairy products). The prudent diet was negatively (HRQ4 vs Q1, 0.69 [95% CI, 0.65-0.72]), while the wheat/dairy/eggs restrictive diet (HRQ4 vs Q1, 1.08 [95% CI, 1.03-1.13]), meat-based diet (HRQ4 vs Q1, 1.12 [95% CI, 1.06-1.17]), and full-cream dairy diet (HRQ4 vs Q1, 1.08 [95% CI, 1.03-1.12]) were positively associated with incident T2D (all p for trend ≤0.04). The prudent diet was negatively and the full-cream dairy diet was positively associated with most inflammatory markers. Most inflammatory markers, especially INFLA-score (HR, 1.18 [95% CI, 1.16-1.20]), were positively associated with incident T2D. INFLA-score mediated 13% of the association with incident T2D for the prudent diet and 34% for the full-cream dairy diet. CONCLUSIONS This study identified four distinct dietary patterns and a range of inflammatory markers associated with incident T2D. A notable proportion of the associations between dietary patterns and T2D was mediated by immune function.
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Affiliation(s)
- Guangrui Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xihao Du
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jingxuan Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xuanwei Jiang
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuxiao Shi
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jie Shen
- Medical Records and Statistics Office, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Victor W Zhong
- Department of Epidemiology and Biostatistics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Guo J, He YY, Suo XY, Liu Y, Xiao LL, Zhou YJ, Hao ZX, Liang R, Bo YC, Lyu QJ, Zhu YJ. Healthy Plant-Based Diet, Genetic Predisposition, and the Risk of Incident Venous Thromboembolism. JACC. ADVANCES 2024; 3:101318. [PMID: 39817053 PMCID: PMC11734017 DOI: 10.1016/j.jacadv.2024.101318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 08/23/2024] [Accepted: 08/29/2024] [Indexed: 01/18/2025]
Abstract
Background Plant-based dietary patterns are becoming increasingly popular due to environmental and health impacts, yet there are few studies exploring the relationship between plant-based dietary patterns and venous thromboembolism (VTE) in different genetic backgrounds. Objectives The aim of this study was to investigate how plant-based dietary pattern and genetic susceptibility independently or jointly affect VTE and its subtypes of pulmonary embolism and deep vein thrombosis. Methods A total of 183,510 participants who were White British ethnicity background and free of VTE at baseline in the UK Biobank were recruited, in consideration that the selection of genetic variants for VTE was based on results of White European individuals. The healthy plant-based diet index (hPDI) was calculated based on the 17 foods in the Oxford webQ. Genetic risk was quantified by a polygenic risk score (PRS) consisting of 297 single-nucleotide polymorphisms. Incident VTE was identified through hospital inpatient and death databases records from the UK Biobank. Cox regression analyses were conducted to estimate the associations between hPDI and PRS with the incident risk of VTE. Results During a mean follow-up of 13 years, a total of 4,587 cases of VTE were recorded. Compared to individuals in the lowest tertile of hPDI, multivariable-adjusted HRs of VTE in the highest tertile were 0.86 (95% CI: 0.80, 0.92; P trend = 0.02). And high PRS was associated with a 47% increase in VTE risk (adjusted HR: 1.47, 95% CI: 1.37, 1.58). No significant interaction between hPDI and PRS (P interaction = 0.540) was observed, even though participants with low hPDI an high PRS had the highest risk of VTE compared to those with high hPDI and low PRS (HR: 1.72, 95% CI: 1.52, 1.95). Conclusions Adherence to a healthy plant-based dietary pattern could reduce the risk of developing VTE independent of genetic background, lifestyles, sociodemographic features, and multiple morbidities. Our findings underline the importance of diet in VTE prevention interventions.
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Affiliation(s)
- Jing Guo
- Department of Kinesiology, School of Physical Education (Main Campus), Zhengzhou University, Zhengzhou, China
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Yang-Yang He
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, Zhengzhou, China
| | - Xiang-Ying Suo
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Yang Liu
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Li-Li Xiao
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yan-Jun Zhou
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhen-Xuan Hao
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Rui Liang
- Department of Nutrition, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ya-Cong Bo
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Quan-Jun Lyu
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, China
- Department of Public Health, Zhengzhou Shuqing Medical College, Zhengzhou, Henan, China
| | - Yong-Jian Zhu
- Department of Cardiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Xiao B, Huang J, Chen L, Lin Y, Luo J, Chen H, Fu L, Tang F, Ouyang W, Wu Y. Ultra-processed food consumption and the risk of incident chronic kidney disease: a systematic review and meta-analysis of cohort studies. Ren Fail 2024; 46:2306224. [PMID: 38345016 PMCID: PMC10863522 DOI: 10.1080/0886022x.2024.2306224] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 01/11/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND Recent individual studies have indicated that ultra-processed food (UPF) consumption may be associated with the incidence of chronic kidney disease (CKD). We conducted a systematic review and meta-analysis based on those longitudinal studies evaluating the relationship between UPF consumption and the risk of incident CKD, and synthesizing the results. METHOD PubMed, Embase, The Cochrane Library, Web of Science, and Scopus were searched from inception through 22 March 2023. Any longitudinal studies evaluating the relationship between UPF consumption and the risk of incident CKD were included. Two researchers independently conducted the literature screening and data extraction. RR and its 95% CI were regarded as the effect size. The Newcastle-Ottawa Scale (NOS) was applied to assess the quality of the studies included, and the effect of UPF consumption on the risk of incident CKD was analyzed with STATA version 15.1. This study's protocol was registered in PROSPERO (CRD42023411951). RESULTS Four cohort studies with a total of 219,132 participants were included after screening. The results of the meta-analysis suggested that the highest UPF intake was associated with an increased risk of incident CKD (RR = 1.25; 95% CI: 1.18-1.33). CONCLUSIONS High-dose UPF intake was associated with an increased risk of incident CKD. However, the underlying mechanisms remain unknown. Thus, more standardized clinical studies and further exploration of the mechanisms are needed in the future.
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Affiliation(s)
- Bingjie Xiao
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jinxian Huang
- The Fourth Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Linyi Chen
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yujie Lin
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jianghong Luo
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Huifen Chen
- The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Lizhe Fu
- Chronic Disease Management Outpatient, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
| | - Fang Tang
- Chronic Disease Management Outpatient, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
| | - Wenwei Ouyang
- Key Unit of Methodology in Clinical Research, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
- Department of Global Public Health, Karolinska Institute, Stockholm, Sweden
| | - Yifan Wu
- Chronic Disease Management Outpatient, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
- Department of Nephrology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
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Wang Y, Li J, Song C, Zhang J, Liu Z, Zhou W, Huang X, Ji G, Shan Y, Dai L. Effects of the interaction between body mass index and dietary patterns on severe NAFLD incidence: A prospective cohort study. Clin Nutr 2024; 43:92-100. [PMID: 39437570 DOI: 10.1016/j.clnu.2024.10.008] [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: 05/23/2024] [Revised: 09/07/2024] [Accepted: 10/04/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND It remains unclear whether the associations between dietary patterns and non-alcoholic fatty liver disease (NAFLD) vary by body mass index (BMI). We aimed to explore the association between dietary patterns and severe NAFLD incidence, and further investigate the interaction of BMI with dietary patterns. METHODS In a prospective cohort study using UK Biobank data, we included White participants with baseline food frequency questionnaire (FFQ) information. Principal component analysis (PCA) with varimax rotation was performed to identify major dietary patterns. The primary outcome was severe NAFLD, defined as hospitalization due to NAFLD or non-alcoholic steatohepatitis (NASH). We employed cause-specific Cox regression for competing risks to assess the association and calculated the relative excess risk due to interaction (RERI) to estimate the interaction of BMI. RESULTS This study included 307,130 participants with a median follow-up of 12.68 years. 3104 cases of severe NAFLD were identified. PCA analysis revealed two primary dietary patterns: a prudent diet (RC1) and a meat-based diet (RC2). Multivariate analysis showed a standard deviation (SD) increase in RC1 was associated with lower severe NAFLD risk (HR 0.91 [95 % CI 0.88 to 0.94]), while a SD increase in RC2 was associated with higher risk (1.10 [1.05 to 1.14]). Significant interactions were observed between baseline BMI ≥25 kg/m2 and dietary patterns (RC1: RERI: -0.22 [95 % CI -0.43 to -0.003]; RC2: 0.29 [0.03 to 0.56]). CONCLUSIONS Targeted dietary modifications are vital for specific populations at risk of severe NAFLD, considering the significant interaction observed between BMI and dietary patterns.
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Affiliation(s)
- Yuxiao Wang
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, PR China; Institute of Occupational Hazard Assessment, Shenzhen Prevention and Treatment Center for Occupational Diseases, Shenzhen, PR China; Department of Blood Transfusion, The First Affiliated Hospital of Nanjing Medical University, Nanjing, PR China
| | - Jing Li
- Clinical Research Academy, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, PR China; Renal Division, Peking University Shenzhen Hospital, Peking University, Shenzhen, PR China; China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, PR China
| | - Congying Song
- Clinical Research Academy, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, PR China
| | - Jingwen Zhang
- Renal Division, Peking University Shenzhen Hospital, Peking University, Shenzhen, PR China
| | - Zhidong Liu
- Institute of Digestive Disease, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, PR China; Shanghai Frontiers Science Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, PR China
| | - Wenjun Zhou
- Institute of Digestive Disease, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, PR China; Shanghai Frontiers Science Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, PR China
| | - Xiaoyan Huang
- Clinical Research Academy, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, PR China; Renal Division, Peking University Shenzhen Hospital, Peking University, Shenzhen, PR China
| | - Guang Ji
- Institute of Digestive Disease, Longhua Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, PR China; Shanghai Frontiers Science Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, PR China.
| | - Ying Shan
- Clinical Research Academy, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, PR China.
| | - Liang Dai
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, PR China; Clinical Research Academy, Peking University Shenzhen Hospital, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, PR China; Shanghai Frontiers Science Center of Disease and Syndrome Biology of Inflammatory Cancer Transformation, Shanghai, PR China.
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Spinou M, Naska A, Nelson CP, Codd V, Samani NJ, Bountziouka V. Micronutrient intake and telomere length: findings from the UK Biobank. Eur J Nutr 2024; 63:2871-2883. [PMID: 39174689 DOI: 10.1007/s00394-024-03460-5] [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: 11/29/2023] [Accepted: 06/20/2024] [Indexed: 08/24/2024]
Abstract
PURPOSE To investigate whether micronutrient intake from food as well as the regular uptake of specific vitamins and/or minerals are associated with leucocyte telomere length (LTL). METHODS This is a cross-sectional study using data from 422,693 UK Biobank participants aged from 40 to 69 years old, during 2006-2010. LTL was measured as the ratio of telomere repeat number to a single-copy gene and was loge-transformed and z-standardized (z-LTL). Information concerning supplement use was collected at baseline through the touchscreen assessment, while micronutrient intake from food were self-reported through multiple web-based 24 h recall diaries. The association between micronutrient intake or supplement use and z-LTL was assessed using multivariable linear regression models adjusting for demographic, lifestyle and clinical characteristics. RESULTS About 50% (n = 131,810) of the participants, with complete data on all covariates, self-reported regular supplement intake. Whilst overall supplement intake was not associated with z-LTL, trends toward shorter z-LTL with regular vitamin B (-0.019 (95% CI: -0.041; 0.002)) and vitamin B9 (-0.027 (-0.054; 0.000)) supplement intake were observed. z-LTL was associated with food intake of pantothenic acid (-0.020 (-0.033; -0.007)), vitamin B6 (-0.015 (-0.027; -0.003)), biotin (0.010 (0.002; 0.018)) and folate (0.016 (0.003; 0.030)). Associations of z-LTL with these micronutrients were differentiated according to supplement intake. CONCLUSION Negative associations equivalent to a year or less of age-related change in LTL between micronutrient intake and LTL were observed. Due to this small effect, the clinical importance of the associations and any relevance to the effects of vitamin and micronutrient intake toward chronic disease prevention remains uncertain.
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Affiliation(s)
- Marianna Spinou
- Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Androniki Naska
- Department of Hygiene, Epidemiology and Medical Statistics, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Christopher P Nelson
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
| | - Veryan Codd
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
| | - Nilesh J Samani
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
| | - Vasiliki Bountziouka
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK.
- NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK.
- Computer Simulation, Genomics and Data Analysis Laboratory, Department of Food Science and Nutrition, School of the Environment, University of the Aegean, Ierou Lochou 10 & Makrygianni, Lemnos, 81400, Greece.
- Population, Policy, and Practice Research and Teaching Department, GOS Institute of child health, UCL, London, UK.
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Wei J, Xiao Y, Feng Q, Liu H, Zou K, Li L. The association between fruit and vegetable intake and gastrointestinal cancers risk from Mendelian randomization analysis. Sci Rep 2024; 14:28860. [PMID: 39572657 PMCID: PMC11582617 DOI: 10.1038/s41598-024-79650-2] [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: 08/24/2024] [Accepted: 11/11/2024] [Indexed: 11/24/2024] Open
Abstract
Recent research has demonstrated a relationship between fruit and vegetable intake and gastrointestinal cancers, but the causality of these associations remains uncertain. This investigation sought to elucidate whether there is a potential causal relationship between the intake of fruits and vegetables and the risk of gastrointestinal cancers. Employing two-sample Mendelian randomization (MR), this research explored the causative influence of consuming fruits (fresh and dried) and vegetables (salads/raw and cooked) on the susceptibility to gastrointestinal cancers. The UK Medical Research Council-Integrative Epidemiology Unit (MRC-IEU) provided the summary statistics for these exposure variables, while the summary statistics for outcome data came from four other data sources. Univariable and multivariable MR were performed using inverse variance-weighted (IVW), MR-Egger, weighted media (WM), and Lasso model methods. Besides, multiple methods were employed for sensitivity analyses to guarantee the robustness of the findings, including MR-Egger intercept, Cochran's Q test, and MR-PRESSO. Furthermore, the Phenoscanner V2 database was employed to identify possible confounders. The main analysis of univariable MR found that dried fruit consumption provided protection against pancreatic and oral cavity/pharyngeal cancers. However, this correlation becomes non-significant when potential confounders such as smoking, drinking, and body mass index (BMI) are accounted for. Furthermore, neither univariate nor multivariate MR analyses revealed enough data to prove a causal relationship between the intake of fresh fruit, vegetables (including salad/raw and cooked), and gastrointestinal cancers. There is insufficient evidence for a causal association between the consumption of fruits and vegetables and the occurrence of gastrointestinal cancers. Further empirical research is needed to corroborate these dietary factors' role in the etiology of gastrointestinal cancers.
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Affiliation(s)
- Jinhui Wei
- Department of Radiation Oncology, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Yuyao Xiao
- College of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Qiaochu Feng
- Department of Radiation Oncology, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Haodong Liu
- Department of Radiation Oncology, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Kun Zou
- Department of Radiation Oncology, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.
| | - Longjie Li
- Department of Radiation Oncology, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.
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Gunchick V, Wen W, Jia G, Roberts LR, Koshiol J, Shu XO, Zheng W. Dietary intake, obesity, and physical activity in association with biliary tract cancer risk: Results from meta-analyses of individual-level data from prospective cohort studies of 723,326 adults. Int J Cancer 2024; 155:1721-1730. [PMID: 38847561 PMCID: PMC11570348 DOI: 10.1002/ijc.35048] [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: 01/03/2024] [Revised: 04/03/2024] [Accepted: 05/02/2024] [Indexed: 06/16/2024]
Abstract
Biliary tract cancer (BTC) is a rare and aggressive malignancy with increasing incidence. Most BTC cases are diagnosed with metastatic disease which carries a 5-year survival rate of <5%. Physical activity, diet, and obesity might be associated with BTC risk, but studies have been limited particularly in African descendants. We addressed this knowledge gap by evaluating associations of BTC risk with obesity, physical activity, and dietary intakes in 723,326 adult participants in four cohort studies conducted in China, the United Kingdom, and the United States. Cox regression was used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) in each cohort; results were combined using meta-analysis. All cohorts had ≥11 median follow-up years with 839 incident BTC cases combined. BTC risk was positively associated with body mass index (BMI) and waist-to-hip ratio (WHR) whereas physical activity, fruit intake, and fish intake were inversely associated. HR and (95% CI) comparing BMI >35.0 to 18.5-24.9: 1.71 (1.26, 2.31), p-trend <.0001; comparing BMI-adjusted WHR top to bottom quartile: 1.20 (0.94, 1.53), p-trend = .05; comparing ≥15-0 metabolic equivalent task-hours/week 0.76 (0.61, 0.94), p-trend = .009; comparing highest to lowest intake tertile for fruit and fish 0.79 (0.66, 0.95), p-trend = .01; 0.82 (0.68, 0.98), p-trend = .04, respectively. Associations were, in general, similar across ancestry groups. Our study provides strong evidence for important roles of obesity, diet, and physical activity in BTC etiology and stresses the need for lifestyle modification to combat the rising incidence of this fatal malignancy.
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Affiliation(s)
- Valerie Gunchick
- Vanderbilt Epidemiology Center, Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center
| | - Wanqing Wen
- Vanderbilt Epidemiology Center, Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center
| | - Guochong Jia
- Vanderbilt Epidemiology Center, Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center
| | - Lewis R Roberts
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA
| | - Jill Koshiol
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, Maryland, USA
| | - Xiao-Ou Shu
- Vanderbilt Epidemiology Center, Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center
| | - Wei Zheng
- Vanderbilt Epidemiology Center, Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center
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Zhou C, Geng J, Huang H, Dan L, Wu Z, Ruan X, Zhang Y, Chen J, Sun J, Zou D. Adherence to the Mediterranean diet is associated with reduced chronic pancreatitis risk: a longitudinal cohort study. Food Funct 2024; 15:11072-11082. [PMID: 39429142 DOI: 10.1039/d4fo02588a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2024]
Abstract
Background: The role of diet on the risk of chronic pancreatitis (CP) is understudied. The health benefits of the Mediterranean diet (MedDiet) pattern have long been recognized, but its association with CP risk is unclear. We aimed to investigate the association between adherence to MedDiet and the incidence of CP in a large-scale cohort. Methods: 190 790 participants from the UK Biobank were involved, all free of CP and with typical diet recall data at recruitment. The diagnosis of CP was ascertained by the combination of hospital inpatient data, primary care data, and death registry data. Multivariable Cox regression models were used to evaluate the associations between MedDiet adherence, measured by the Mediterranean Diet Adherence Screener (MEDAS) continuous score, and the incidence of CP. The mediating role of inflammation (assessed by C-reactive protein) and metabolic status between MedDiet adherence and CP risk was also investigated. Results: During a mean of 10.8 years of follow-up, 214 participants developed CP. Individuals with the highest adherence to MedDiet, defined by continuous MEDAS scores, exhibited significantly lower risk of developing CP (hazard ratio [HR] = 0.57, 95% confidence interval [CI]: 0.40-0.82; p = 0.002) compared to those in the lowest tertiles. Metabolic status mediated 4.74% of the association between MedDiet adherence and CP risk, while the mediating role of C-reactive protein was not significant. Conclusion: Greater Mediterranean diet adherence is associated with reduced chronic pancreatitis risk.
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Affiliation(s)
- Chunhua Zhou
- Department of Gastroenterology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China.
| | - Jiawei Geng
- Centre for Global Health, Zhejiang University School of Medicine, Hangzhou 310058, China.
| | - Hanyi Huang
- Department of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
| | - Lintao Dan
- Centre for Global Health, Zhejiang University School of Medicine, Hangzhou 310058, China.
- Department of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
| | - Zhipeng Wu
- Department of Gastroenterology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China.
| | - Xixian Ruan
- Department of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
| | - Yao Zhang
- Department of Gastroenterology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China.
| | - Jie Chen
- Centre for Global Health, Zhejiang University School of Medicine, Hangzhou 310058, China.
- Department of Gastroenterology, The Third Xiangya Hospital, Central South University, Changsha 410013, China
| | - Jing Sun
- Department of Gastroenterology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China.
| | - Duowu Zou
- Department of Gastroenterology, Ruijin Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China.
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Skulsky SL, Koutoukidis DA, Carter JL, Piernas C, Jebb SA, Gao M, Astbury NM. Associations between Dietary Patterns and Incident Colorectal Cancer in 114,443 Individuals from the UK Biobank: A Prospective Cohort Study. Cancer Epidemiol Biomarkers Prev 2024; 33:1445-1455. [PMID: 39158415 PMCID: PMC11528196 DOI: 10.1158/1055-9965.epi-24-0048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 05/01/2024] [Accepted: 08/12/2024] [Indexed: 08/20/2024] Open
Abstract
BACKGROUND Diet-disease association studies increasingly use dietary patterns (DP) to account for the complexity of the exposure. We assessed if a DP associated with type 2 diabetes mellitus, cardiovascular disease, and all-cause mortality is also associated with colorectal cancer. METHODS We used reduced rank regression on 24-hour recall data to identify DPs, explaining the maximum variation in four nutrient-response variables: energy density, saturated fatty acids, free sugars, and fiber density. Cox proportional hazards models examined prospective associations between DP adherence (coded in a continuous scale as z-scores as well as in quintiles) and incident colorectal cancer. Subgroup analyses were conducted for tumor site, age, and sex. RESULTS After exclusions, 1,089 colorectal cancer cases occurred in 114,443 participants over a median follow-up of 8.0 years. DP1 was characterized by increased intake of chocolate and confectionery; butter; low-fiber bread; red and processed meats; and alcohol, as well as low intake of fruits, vegetables, and high-fiber cereals. After accounting for confounders, including body mass, there were positive linear associations between DP1 and incident overall colorectal cancer (HR of quintile 5 vs. 1, 1.34; 95% confidence interval, 1.16-1.53, Ptrend = 0.005) and rectal cancer (HR of quintile 5 vs. 1, 1.58; 95% confidence interval, 1.27-1.96, Ptrend = 0.009) but not for proximal or distal colon cancers. No DP2-colorectal cancer association was observed. CONCLUSIONS A DP previously associated with cardiometabolic disease is also associated with incident colorectal cancer, especially rectal cancers. IMPACT These consistent associations of particular food groups with both cardiometabolic disease and this diet-related cancer strengthen the evidence base for holistic population dietary guidelines to prevent ill-health.
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Affiliation(s)
- Samuel L. Skulsky
- Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Dimitrios A. Koutoukidis
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
| | - Jennifer L. Carter
- Nuffield Department of Population Health, University of Oxford, Oxford, United Kingdom
| | - Carmen Piernas
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
- Department of Biochemistry and Molecular Biology II, Faculty of Pharmacy; Centre for Biomedical Research; Institute of Nutrition and Food Technology; Biosanitary Research Institute ibs.Granada; University of Granada, Spain
| | - Susan A. Jebb
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
- NIHR Oxford Biomedical Research Centre, Oxford, United Kingdom
| | - Min Gao
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
- NIHR Oxford Health Biomedical Research Centre, Oxford, United Kingdom
| | - Nerys M. Astbury
- Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, United Kingdom
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Bondonno NP, Parmenter BH, Thompson AS, Jennings A, Murray K, Rasmussen DB, Tresserra-Rimbau A, Kühn T, Cassidy A. Flavonoid intakes, chronic obstructive pulmonary disease, adult asthma, and lung function: a cohort study in the UK Biobank. Am J Clin Nutr 2024; 120:1195-1206. [PMID: 39222688 PMCID: PMC11600086 DOI: 10.1016/j.ajcnut.2024.08.032] [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: 06/25/2024] [Revised: 08/22/2024] [Accepted: 08/29/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Given their antioxidative stress, anti-allergic, anti-inflammatory, and immune-modulating effects, flavonoids are hypothesized to play a role in preventing chronic obstructive pulmonary disease (COPD) and asthma. OBJECTIVES This cohort study aimed to examine associations between flavonoid intake and COPD, asthma, and lung function. METHODS Among 119,466 participants of the UK Biobank, median [interquartile range] age of 60 [53, 65] y, we estimated intakes of flavonoids, flavonoid-rich foods, and a flavodiet score from 24-h diet assessments. Prospective associations with both incident COPD and asthma and cross-sectional associations with measures of lung function [%predicted forced expiratory volume in 1s (FEV1); and FEV1/forced vital capacity (FVC)] were examined using multivariable-adjusted Cox proportional hazards and linear regression models, respectively. We investigated mediation by inflammation--represented by the INFLA score--and stratified analyses by smoking status. RESULTS Compared with low intakes, moderate intakes of total flavonoids, flavonols, theaflavins + thearubigins, and flavanones, and moderate-to-high intakes of flavanol monomers, proanthocyanidins, anthocyanins, flavones, and the flavodiet score were associated with up to an 18% lower risk of incident COPD {e.g., [hazard ratio (95% confidence interval) for total flavonoids: 0.83 (0.75, 0.92)]} but not incident asthma. Furthermore, compared with low intakes, higher intakes of all flavonoid subclasses (except theaflavins + thearubigins), and the flavodiet score were associated with better percent predicted FEV1 baseline. Associations were most apparent in ever (current or former) smokers. Flavonoid intakes were inversely associated with the INFLA score, which appeared to mediate 11%-14% of the association between intakes of proanthocyanidins and flavones and incident COPD. CONCLUSIONS Moderate-to-high flavonoid intakes were associated with a lower risk of COPD and better lung function, particularly among ever smokers. Promoting intakes of healthy flavonoid-rich foods, namely, tea, apples, and berries, may improve respiratory health and lower COPD risk, particularly in individuals with a smoking history.
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Affiliation(s)
- Nicola P Bondonno
- Institute for Nutrition Research, School of Medical and Health Sciences, Edith Cowan University, Perth, Australia; The Danish Cancer Society Research Centre, Copenhagen, Denmark; Institute for Global Food Security, Queen's University Belfast, Northern Ireland.
| | - Benjamin H Parmenter
- Institute for Nutrition Research, School of Medical and Health Sciences, Edith Cowan University, Perth, Australia; Institute for Global Food Security, Queen's University Belfast, Northern Ireland
| | - Alysha S Thompson
- Institute for Global Food Security, Queen's University Belfast, Northern Ireland
| | - Amy Jennings
- Institute for Global Food Security, Queen's University Belfast, Northern Ireland
| | - Kevin Murray
- School of Population and Global Health, University of Western Australia, Australia
| | - Daniel Bech Rasmussen
- Respiratory Research Unit Zealand, Department of Respiratory Medicine, Zealand University Hospital, Naestved, Denmark; Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Anna Tresserra-Rimbau
- Institute for Global Food Security, Queen's University Belfast, Northern Ireland; Department of Nutrition, Food Science and Gastronomy, XIA, School of Pharmacy and Food Sciences, INSA, University of Barcelona, Barcelona, Spain; Centro de Investigación Biomédica en Red Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Institute of Health Carlos III, Madrid, Spain
| | - Tilman Kühn
- Institute for Global Food Security, Queen's University Belfast, Northern Ireland; Department of Nutritional Sciences, University of Vienna, Vienna, Austria; Centre for Public Health, Medical University of Vienna, Vienna, Austria
| | - Aedín Cassidy
- Institute for Global Food Security, Queen's University Belfast, Northern Ireland.
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Shi Z, Zhu W, Lei Z, Yan X, Zhang X, Wei S, Wang Q. Intake of Added Sugar from Different Sources and Risk of All-Cause Mortality and Cardiovascular Diseases: The Role of Body Mass Index. J Nutr 2024; 154:3457-3464. [PMID: 39307279 DOI: 10.1016/j.tjnut.2024.09.017] [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: 04/30/2024] [Revised: 08/24/2024] [Accepted: 09/18/2024] [Indexed: 10/13/2024] Open
Abstract
BACKGROUND Recent studies have shown an ascending trend in global added sugar consumption. Evidence for the long-term consequences of added sugar from different sources on all-cause mortality and cardiovascular diseases (CVDs) remains limited. OBJECTIVES This study aimed to examine the associations between added sugar from various sources and the risk of all-cause mortality and CVDs, and to determine whether genetic predisposition and body mass index (BMI, in kg/m2) influence or mediate these associations. METHODS We included 196,414 UK Biobank participants who completed a 24-h food survey between 2009 and 2012. Sugar contents were collected from the Composition of Foods Integrated Data set (CoFID). The National Death Registries and hospital records provided data on death and the disease diagnosis. We employed a polygenic risk score (PRS) to assess the genetic predisposition. Cox proportional hazards regression was used to analyze the associations. RESULTS Totally, 10,081 deaths, 38,563 hypertension cases, 12,306 ischemic heart diseases (IHD), and 5491 cerebrovascular diseases were documented. Compared with the lowest quartile group of added sugar intake, the hazard ratios for all-cause mortality in the highest quartile were 1.21 (95% CI: 1.14, 1.30) for total added sugar, 1.03 (95% CI: 0.97, 1.10) for solids, and 1.16 (95% CI: 1.10, 1.23) for beverages. For CVDs, significant associations were observed in total added sugar and beverage sources. These associations were not altered by PRS, and individuals at greatest risk showed higher PRS along with excessive added sugar consumption (Ptrend < 0.001). BMI was found to mediate the highest proportion of the association between added sugar and hypertension (19.10% for total; 36.95% for beverages). CONCLUSIONS Higher intake of added sugar, especially from beverages, is associated with an increased risk of all-cause mortality and CVDs. BMI mediates a proportion of these associations.
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Affiliation(s)
- Ziwei Shi
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Wenmin Zhu
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Zhiqun Lei
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Xiaolong Yan
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Xinyue Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Sheng Wei
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China; School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, Guangdong, PR China.
| | - Qi Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China.
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Zheng X, Liu J, Wang S, Xiao Y, Jiang Q, Li C, Shang H. Total physical activity, plant-based diet and neurodegenerative diseases: A prospective cohort study of the UK biobank. Parkinsonism Relat Disord 2024; 128:107125. [PMID: 39241508 DOI: 10.1016/j.parkreldis.2024.107125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 08/20/2024] [Accepted: 08/31/2024] [Indexed: 09/09/2024]
Abstract
INTRODUCTION Neurodegenerative diseases (NDDs) result from a complex interplay of genetic, environmental and aging factors. A balanced diet and adequate physical activity (PA) are recognized as pivotal components among modifiable environmental factors. The independent impact on NDD incidence has been previously debated. This investigation seeks to delineate the association between PA and NDDs across various levels of adherence to a plant-based diet. METHODS In this study, a cohort of 368,934 participants from the UK Biobank was analyzed. Total physical activity (TPA) levels and healthful plant-based diet index (hPDI) were calculated and categorized. A multiple adjusted Cox model was utilized to evaluate the influence of TPA and hPDI on common NDDs, respectively. RESULTS Finally, 4602 identified cases diagnosed as Alzheimer's disease (AD), Parkinson's disease (PD) or amyotrophic lateral sclerosis (ALS). We found that higher TPA was significantly associated with a reduced risk of developing AD (Q3: HR 0.87; Q4: HR 0.78) and PD (Q3: HR 0.86; Q4: HR 0.81). The protective effect was further accentuated with adherence to a plant-based diet. However, these connections were not observed in the analysis of ALS regardless of dietary patterns. CONCLUSION Our findings underscore a significant association between higher TPA and reduced risks of AD and PD, with an enhanced effect observed in conjunction with a plant-based diet. This study contributes to addressing the knowledge gap regarding the combined impact of TPA and a plant-based diet on NDDs occurrence, providing insights into potential underlying mechanisms.
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Affiliation(s)
- Xiaoting Zheng
- Department of Neurology, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jiyong Liu
- Department of Neurology, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Shichan Wang
- Department of Neurology, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yi Xiao
- Department of Neurology, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Qirui Jiang
- Department of Neurology, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Chunyu Li
- Department of Neurology, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China.
| | - Huifang Shang
- Department of Neurology, Laboratory of Neurodegenerative Disorders, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China.
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Ramne S, García-Ureña M, Gillum MP, Ängquist L, Hansen T, Merino J, Grarup N. Distinct genetic signals at the FGF21 locus complicate studies of FGF21's role in diet regulation using human cohort data. Mol Metab 2024; 90:102049. [PMID: 39426521 PMCID: PMC11546929 DOI: 10.1016/j.molmet.2024.102049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 10/07/2024] [Accepted: 10/12/2024] [Indexed: 10/21/2024] Open
Abstract
OBJECTIVES Experimental and genetic studies suggest that fibroblast growth factor 21 (FGF21) modulates macronutrient and alcohol preferences, but evidence of such regulation in humans remains scarce. To address this gap in translation, we aimed to map the relationships between plasma FGF21 levels, FGF21 genetic variation and habitual macronutrient intake in a large human population. METHODS We fine-mapped and performed colocalization of the FGF21 genetic region in GWAS summary statistics of plasma FGF21 levels and macronutrient intake. UK Biobank data were used to investigate the associations between FGF21 genetic variants, plasma FGF21 protein levels, and macronutrient intake (including alcohol) assessed with repeated 24-hour recalls. One- and two-sample mendelian randomization were performed to estimate the effects of plasma FGF21 on macronutrient intake. RESULTS We show that the main macronutrient-associated variant rs838133 and the FGF21 cis-pQTL rs838131, both in the FGF21 gene, are distinct genetic signals. Effect directions also suggest that the influence of FGF21 variation on macronutrient intake appear more complex than by direct mediation through plasma FGF21. Only when considering this complexity at FGF21, is plasma FGF21 estimated to reduce alcohol and increase protein and fat intake using mendelian randomization. Importantly, plasma FGF21 levels also appear markedly elevated by primarily high alcohol and low protein intake. CONCLUSIONS These findings support the feedback diet-regulatory mechanism of FGF21 in humans, but highlights the need for mechanistic characterization of the complex FGF21 genetic region.
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Affiliation(s)
- Stina Ramne
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Mario García-Ureña
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Matthew P Gillum
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Novo Nordisk A/S, Early Innovation, Outreach, and Alliances, Måløv, Denmark
| | - Lars Ängquist
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Torben Hansen
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jordi Merino
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark; Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Diabetes Unit, Endocrine Division, Massachusetts General Hospital, Boston, MA, USA; Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Niels Grarup
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
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Jiang F, Yang W, Cao Y, Cao X, Zhang Y, Yao L, Cao Q. The contribution of dietary advanced glycation end-products and genetic risk in the development of inflammatory bowel disease: a prospective cohort study. Aliment Pharmacol Ther 2024; 60:1075-1086. [PMID: 39177057 DOI: 10.1111/apt.18218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 06/09/2024] [Accepted: 08/07/2024] [Indexed: 08/24/2024]
Abstract
BACKGROUND Dietary advanced glycation end products (AGEs) may promote oxidative stress and inflammation in the gastrointestinal tract. AIMS The aim of this study is to investigate the association between dietary AGE intake and the risk of inflammatory bowel disease (IBD). METHODS We included 121,978 participants without IBD at baseline from the UK Biobank. We estimated consumption of three common AGEs (Nε-(carboxymethyl)-lysine (CML), Nε-(1-carboxyethyl)-lysine (CEL), and Nδ-(5-hydro-5-methyl-4-imidazolon-2-yl)-ornithine (MG-H1)) by matching 24-h dietary questionnaires to a validated dietary AGE database. We used Cox proportional hazards regression models to calculate the hazard ratio (HR) and 95% CI of the association between dietary AGEs and IBD risk. RESULTS During a median follow-up of 13.72 years, 671 participants developed IBD (192 with Crohn's disease (CD) and 478 with ulcerative colitis (UC)). Among the assessed dietary AGEs, only CEL was associated with an increased risk of IBD (HR = 1.09, 95% CI: 1.01-1.18, p = 0.020) and CD (HR = 1.18, 95% CI: 1.03-1.36, p = 0.014), particularly for participants who were overweight, physically inactive, and non-smokers. Among participants at a high genetic risk of CD, HRs (95% CI) of CD were 1.26 (1.00-1.57) for CML, 1.41 (1.12-1.77) for CEL, and 1.28 (1.01-1.62) for MG-H1 (p < 0.05 for each). However, none of the dietary AGEs was significantly associated with UC risk, irrespective of genetic predisposition. CONCLUSIONS Dietary CEL was associated with an increased risk of IBD and CD, but not UC. Further interventional studies are required to support the potential benefit of AGE restriction, especially for individuals at a high genetic risk of CD.
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Affiliation(s)
- Fangyuan Jiang
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Department of Big Data in Health Science, The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, Hangzhou, China
- Inflammatory Bowel Disease Center, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Wenjing Yang
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Inflammatory Bowel Disease Center, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yushu Cao
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Inflammatory Bowel Disease Center, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xianghan Cao
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Inflammatory Bowel Disease Center, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yu Zhang
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Inflammatory Bowel Disease Center, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Institute of Gastroenterology, Zhejiang University, Hangzhou, China
| | - Lingya Yao
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Inflammatory Bowel Disease Center, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Institute of Gastroenterology, Zhejiang University, Hangzhou, China
| | - Qian Cao
- Department of Gastroenterology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Inflammatory Bowel Disease Center, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Institute of Gastroenterology, Zhejiang University, Hangzhou, China
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Zheng Y, Wang J, Li Y, Wang Y, Suo C, Jiang Y, Jin L, Xu K, Chen X. Unraveling the role of BMI and blood markers in the relationship between plant-based diets and osteoporosis: A prospective cohort study. Prev Med 2024; 187:108103. [PMID: 39151805 DOI: 10.1016/j.ypmed.2024.108103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 08/13/2024] [Accepted: 08/13/2024] [Indexed: 08/19/2024]
Abstract
BACKGROUND The potential adverse effects of plant-based diets on bone health have raised significant concern, while the prospective evidence is limited. This study aimed to evaluate the association between plant-based diet indexes and incident osteoporosis while exploring the underlying mechanisms involved in this relationship. METHODS The analysis included 202,063 UK Biobank participants conducted between 2006 and 2022. Plant-based diet indexes (hPDI and uPDI) were calculated using the 24-h dietary questionnaire. Cox proportional risk regression and mediation analysis were used to explore the associations of plant-based diet indexes with osteoporosis, estimating the contribution of BMI and blood markers. RESULTS We found the highest quintile for hPDI (HR = 1.16; 95% CI: 1.05 to 1.28) and uPDI (HR = 1.15; 95% CI: 1.05 to 1.26) were associated with an increased risk of osteoporosis. BMI was identified as an important mediator in the association between hPDI and osteoporosis, with mediation proportions of 46.17%. For blood markers, the mediating (suppressing) effects of C-reactive protein, alkaline phosphatase, and insulin-like growth factor-1 on the association between uPDI (hPDI) and osteoporosis were significant, ranging from 5.63%-16.87% (4.57%-6.22%). CONCLUSION Adherence to a plant-based diet is associated with a higher risk of osteoporosis, with BMI and blood markers potentially contributing to this relationship. Notably, even a healthy plant-based diet necessitates attention to weight management to mitigate its impact on bone loss. These findings emphasize the importance of personalized dietary recommendations and lifestyle interventions to decrease the risk of osteoporosis.
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Affiliation(s)
- Yi Zheng
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China
| | - Jiacheng Wang
- Department of Epidemiology, School of Public Health, and the Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Yucan Li
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China
| | - Yawen Wang
- Department of Biostatistics, School of Public Health, and the Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China
| | - Chen Suo
- Department of Biostatistics, School of Public Health, and the Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China; Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Yanfeng Jiang
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China; Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Li Jin
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China; Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China
| | - Kelin Xu
- Department of Biostatistics, School of Public Health, and the Key Laboratory of Public Health Safety of Ministry of Education, Fudan University, Shanghai, China; Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China.
| | - Xingdong Chen
- State Key Laboratory of Genetic Engineering, Zhangjiang Fudan International Innovation Center, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China; Fudan University Taizhou Institute of Health Sciences, Taizhou, Jiangsu, China; National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai, China; Yiwu Research Institute of Fudan University, Yiwu, Zhejiang, China.
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Zhao H, Bai Y, Liu Y, Xing Y, Yan Y, Chen G, Chen J, Wang X, Chen C, Zhang Z. Association of ultraprocessed food consumption with risk of rheumatoid arthritis: a retrospective cohort study in the UK Biobank. Am J Clin Nutr 2024; 120:927-935. [PMID: 39163975 DOI: 10.1016/j.ajcnut.2024.08.014] [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: 05/10/2024] [Revised: 08/02/2024] [Accepted: 08/16/2024] [Indexed: 08/22/2024] Open
Abstract
BACKGROUND Limited studies explored the association between consumption of ultraprocessed food (UPF) and rheumatoid arthritis (RA). OBJECTIVES This study aimed to examine the association between UPF consumption and RA risk and explore the potential mediating effects of RA-related biomarkers. METHODS This retrospective cohort study included 207,012 participants without RA at recruitment and completed 24-h dietary recalls. UPF was defined based on the NOVA food classification system. Incident RA was ascertained using the International Classification of Diseases version 10. Cox regression models were used to examine the association between UPF consumption and the incidence of RA. Additionally, mediation analyses were conducted to evaluate the contribution of biomarkers related to the lipid profile, systemic inflammatory factors, serum liver enzymes, and glucose metabolism to the observed associations. RESULTS The participants' mean (standard deviation [SD]) age at recruitment was 56.08 (7.95) y. During a median follow-up of 12.24 (interquartile range: 11.66-13.03) y, 1869 RA events were recorded. Compared with the lowest quintile of UPF consumption (weight percentage of the UPF), the adjusted hazard ratio (HR) of RA in the highest quintile was 1.17 (95% confidence interval (CI): 1.01, 1.36). There was a 6% elevated risk of RA incidence per SD increase in UPF intake (HR: 1.06; 95% CI: 1.01, 1.11). In the mediation analyses, the biomarkers explained 3.07%-14.80% of the association between UPF intake and RA. CONCLUSIONS Higher UPF consumption was associated with an increased risk of RA, which may be mediated by inflammation, lipids, and liver enzymes. Lower UPF consumption is recommended to reduce RA incidence.
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Affiliation(s)
- Haodong Zhao
- Pediatric Clinical Research Institute, Children's Hospital of Soochow University, Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China
| | - Yujie Bai
- Pediatric Clinical Research Institute, Children's Hospital of Soochow University, Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China
| | - Yujie Liu
- Pediatric Clinical Research Institute, Children's Hospital of Soochow University, Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China
| | - Yifei Xing
- Pediatric Clinical Research Institute, Children's Hospital of Soochow University, Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China
| | - Yilin Yan
- Pediatric Clinical Research Institute, Children's Hospital of Soochow University, Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China
| | - Guochong Chen
- Pediatric Clinical Research Institute, Children's Hospital of Soochow University, Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China
| | - Jingsi Chen
- Pediatric Clinical Research Institute, Children's Hospital of Soochow University, Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China
| | - Xiaodong Wang
- Pediatric Clinical Research Institute, Children's Hospital of Soochow University, Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China; Department of Orthopaedics, Children's Hospital of Soochow University, Suzhou, China
| | - Cailong Chen
- Pediatric Clinical Research Institute, Children's Hospital of Soochow University, Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China.
| | - Zheng Zhang
- Pediatric Clinical Research Institute, Children's Hospital of Soochow University, Department of Nutrition and Food Hygiene, School of Public Health, Soochow University, Suzhou, China.
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Liu F, Si C, Chen L, Peng Y, Wang P, Wang X, Gong J, Zhou H, Gu J, Qin A, Zhang M, Chen L, Song F. EAT-Lancet Diet Pattern, Genetic Predisposition, Inflammatory Biomarkers, and Risk of Lung Cancer Incidence and Mortality. Mol Nutr Food Res 2024; 68:e2400448. [PMID: 39233532 DOI: 10.1002/mnfr.202400448] [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: 06/17/2024] [Revised: 07/20/2024] [Indexed: 09/06/2024]
Abstract
SCOPE The association between a planetary and sustainable EAT-Lancet diet and lung cancer remains inconclusive, with limited exploration of the role of genetic susceptibility and inflammation. METHODS AND RESULTS The study includes 175 214 cancer-free participants in the UK Biobank. Fourteen food components are collected from a 24-h dietary recall questionnaire. A polygenic risk score is constructed through capturing the overall risk variants for lung cancer. Sixteen inflammatory biomarkers are assayed in blood samples. Participants with the highest EAT-Lancet diet scores (≥12) have a lower risk of lung cancer incidence (hazard ratio [HR] = 0.64, 95% confidence interval [CI]: 0.51-0.80) and mortality (HR = 0.65, 95% CI: 0.48-0.88), compared to those with the lowest EAT-Lancet diet scores (≤8). Interestingly, there is a significantly protective trend against both lung adenocarcinoma and lung squamous cell carcinoma with higher EAT-Lancet diet scores. Despite no significant interactions, a risk reduction trend for lung cancer is observed with increasing EAT-Lancet diet scores and decreasing genetic risk. Ten inflammatory biomarkers partially mediate the association between the EAT-Lancet diet and lung cancer risk. CONCLUSION The study depicts a lower risk of lung cancer conferred by the EAT-Lancet diet associated with lower inflammation levels among individuals with diverse genetic predispositions.
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Affiliation(s)
- Fubin Liu
- Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology, Key Laboratory of Prevention and Control of Major, Diseases in the Population, Ministry of Education, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, 300060, China
| | - Changyu Si
- Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology, Key Laboratory of Prevention and Control of Major, Diseases in the Population, Ministry of Education, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, 300060, China
| | - Linlin Chen
- Comprehensive Management Department of Occupational Health, Shenzhen Prevention and Treatment Center for Occupational Diseases, Shenzhen, 518020, China
| | - Yu Peng
- Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology, Key Laboratory of Prevention and Control of Major, Diseases in the Population, Ministry of Education, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, 300060, China
| | - Peng Wang
- Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology, Key Laboratory of Prevention and Control of Major, Diseases in the Population, Ministry of Education, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, 300060, China
| | - Xixuan Wang
- Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology, Key Laboratory of Prevention and Control of Major, Diseases in the Population, Ministry of Education, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, 300060, China
| | - Jianxiao Gong
- Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology, Key Laboratory of Prevention and Control of Major, Diseases in the Population, Ministry of Education, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, 300060, China
| | - Huijun Zhou
- Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology, Key Laboratory of Prevention and Control of Major, Diseases in the Population, Ministry of Education, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, 300060, China
| | - Jiale Gu
- Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology, Key Laboratory of Prevention and Control of Major, Diseases in the Population, Ministry of Education, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, 300060, China
| | - Ailing Qin
- Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology, Key Laboratory of Prevention and Control of Major, Diseases in the Population, Ministry of Education, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, 300060, China
| | - Ming Zhang
- Comprehensive Management Department of Occupational Health, Shenzhen Prevention and Treatment Center for Occupational Diseases, Shenzhen, 518020, China
| | - Liangkai Chen
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Fangfang Song
- Department of Epidemiology and Biostatistics, Key Laboratory of Molecular Cancer Epidemiology, Key Laboratory of Prevention and Control of Major, Diseases in the Population, Ministry of Education, National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, 300060, China
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Jin K, Mi N, He W, Zhong R, Jin B, Liu Z, Dong C, Lin Y, Yue P, Xia B, He Q, Yuan J, Meng W. Dietary patterns, genetic predisposition, and risk of cholelithiasis: a large-scale prospective cohort study. Front Nutr 2024; 11:1469789. [PMID: 39399528 PMCID: PMC11466834 DOI: 10.3389/fnut.2024.1469789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 09/16/2024] [Indexed: 10/15/2024] Open
Abstract
Background Limited epidemiological evidence exists concerning the impact of healthy dietary patterns on reducing the risk of cholelithiasis. We aimed to examine the association of seven established dietary patterns with subsequent cholelithiasis risk and whether this association was modified by genetic risk. Methods We conducted a prospective cohort study from the UK Biobank, including 155,323 participants initially free of cholelithiasis and cholecystectomy. Dietary patterns were assessed using a validated food frequency questionnaire (Oxford WebQ), covering Mediterranean Diet Score (MED), alternate Mediterranean Diet Score(aMED), overall Plant-based Diet Index (PDI), healthy Plant-based Diet Index (hPDI), unhealthy Plant-based Diet Index (uPDI), Healthy Eating Index 2015 (HEI-2015) and EAT-lancet Score. Genetic risk was quantified and stratified by a polygenic risk score (PRS) incorporating 13 known cholelithiasis-associated loci. Cox proportional hazards regression was employed to estimate the association between dietary patterns, PRS, and cholelithiasis incidence, adjusting for potential confounders. Results During a median follow-up of 13.3 years, 5,056 cases of cholelithiasis were identified. After adjusting for potential confounders, adherence to aMED and HEI-2015 dietary patterns reduced cholelithiasis risk by 10% (HR: 0.90; 95%CI: 0.83-0.98) and 11% (HR: 0.89; 95%CI: 0.82-0.96), respectively. A significant decrease in cholelithiasis risk was observed across PRS quintiles, low PRS was associated with a 16% reduced risk (HR: 0.84; 95%CI: 0.77-0.92). Participants with both high dietary scores and low genetic risk had the lowest cholelithiasis risk, with an HR of 0.76 (95%CI: 0.64-0.91) for aMED and 0.73 (95%CI: 0.61-0.88) for HEI-2015. Conclusion Higher adherence to aMED and HEI-2015 might significantly decrease the risk of cholelithiasis, irrespective of genetic risk. Our results highlighted the potential of diet intervention for cholelithiasis prevention in the general population.
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Affiliation(s)
- Kecheng Jin
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Ningning Mi
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Wangping He
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Ruyang Zhong
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Boru Jin
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Zhen Liu
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Chunlu Dong
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Yanyan Lin
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Ping Yue
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, China
| | - Bin Xia
- Clinical Research Center, Big Data Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Qiangsheng He
- Clinical Research Center, Big Data Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Jinqiu Yuan
- Clinical Research Center, Big Data Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen, China
| | - Wenbo Meng
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
- Department of General Surgery, The First Hospital of Lanzhou University, Lanzhou, China
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Hoang T, Cho S, Choi JY, Kang D, Shin A. Genetically predicted dietary intake and risks of colorectal cancer: a Mendelian randomisation study. BMC Cancer 2024; 24:1153. [PMID: 39289647 PMCID: PMC11409808 DOI: 10.1186/s12885-024-12923-1] [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: 03/26/2024] [Accepted: 09/09/2024] [Indexed: 09/19/2024] Open
Abstract
BACKGROUND Effects of confounders on associations between diet and colorectal cancer (CRC) in observational studies can be minimized in Mendelian randomization (MR) approach. This study aimed to investigate observational and genetically predicted associations between dietary intake and CRC using one-sample MR. METHODS Using genetic data of over 93 million variants, we performed a genome-wide association study to find genomic risk loci associated with dietary intake in participants from the UK Biobank. Then we calculated genetic risk scores of diet-related variants and used them as instrumental variables in the two-stage least square MR framework to estimate the hazard ratios (HRs) and 95% confidence intervals (CIs) for associations. We also performed observational analyses using age as a time-scale in Cox proportional hazard models. RESULTS Allele scores were calculated from 399 genetic variants associated with the consumption of of red meat, processed meat, poultry, fish, milk, cheese, fruits, vegetables, coffee, tea, and alcohol in participants from the UK Biobank. In MR analysis, genetically predicted fruit intake was significantly associated with a 21% decreased risk of CRC (HR = 0.79, 95% CI = 0.66-0.95), and there was a marginally inverse association between vegetable intake and CRC (HR = 0.85, 95% CI = 0.71-1.02). However, null findings were observed in multivariable analysis, with HRs (95% CIs) of 0.99 (0.98-1.01) and 0.99 (0.98-1.00) per increment of daily servings of fruits and vegetables, respectively. CONCLUSION Dietary habits were attributable to genetic variations, which can be used as instrumental variables in the MR framework. Our study supported a causal relationship between fruit intake and a decreased risk of CRC and suggested an effective strategy of consuming fruits in the primary prevention of CRC.
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Affiliation(s)
- Tung Hoang
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, 03080, South Korea
- Integrated Major in Innovative Medical Science, Seoul National University Graduate School, Seoul, Korea
- University of Health Sciences, Vietnam National University Ho Chi Minh City, Binh Duong, Vietnam
| | - Sooyoung Cho
- Medical Research Center, Genomic Medicine Institute, Seoul National University College of Medicine, Seoul, Korea
| | - Ji-Yeob Choi
- Department of Biomedical Science, Seoul National University Graduate School, Seoul, Korea
- Institute of Health Policy and Management, Seoul National University Medical Research Center, Seoul, Korea
- Cancer Research Institute, Seoul National University, Seoul, Korea
| | - Daehee Kang
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, 03080, South Korea
- Department of Biomedical Science, Seoul National University Graduate School, Seoul, Korea
- BK4 Smart Healthcare, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University, Seoul, Korea
| | - Aesun Shin
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, 03080, South Korea.
- Integrated Major in Innovative Medical Science, Seoul National University Graduate School, Seoul, Korea.
- Medical Research Center, Genomic Medicine Institute, Seoul National University College of Medicine, Seoul, Korea.
- BK4 Smart Healthcare, Seoul National University College of Medicine, Seoul, Korea.
- Cancer Research Institute, Seoul National University, Seoul, Korea.
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Zhang RH, Zhang WS, Jiang CQ, Zhu F, Jin YL, Au Yeung SL, Lam TH, Xu L, Wang J. Does tea intake increase the risk of anemia? Evidence from a large prospective cohort and Mendelian randomization study. Food Funct 2024; 15:9552-9562. [PMID: 39225754 DOI: 10.1039/d4fo03324h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Tea consumption is avoided by some due to concerns about its potential to cause anemia. To clarify this impact, we assessed the association between tea intake and anemia in a Chinese prospective cohort study and by Mendelian randomization (MR). We analyzed associations of tea intake with anemia using data from the baseline (N = 30 085) and three subsequent follow-ups (the first: N = 17 898; the second: N = 10 435; the third: N = 5311) in the Guangzhou Biobank Cohort Study (GBCS). We also assessed the causal effect of tea intake on anemia, hemoglobin (Hgb) and hematocrit (Hct) using two-sample MR with summary statistics from relevant genome-wide association studies and the UK Biobank (N = 447 485). At the baseline, compared with never-drinkers, regular tea drinkers had higher levels of Hgb and Hct and a lower risk of anemia after adjustment for confounders (all P < 0.05; all P for trend ≤0.006). Prospectively, compared with never-drinkers, regular tea drinkers had higher Hgb (g L-1) (β = 0.69; 95% CI, 0.28 to 1.10; P for trend <0.001) and Hct (%) (β = 0.30; 95% CI, 0.19 to 0.41; P for trend <0.001), but no significant difference in anemia risk (OR = 0.91; 95% CI, 0.82 to 1.02; P for trend = 0.071). MR analyses showed no association between tea intake and anemia, Hgb and Hct. Through triangulation of evidence using a Chinese cohort and genetics, tea consumption appears unlikely to impact anemia risk.
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Affiliation(s)
- Rui Hang Zhang
- School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Road, Guangzhou, China.
- Greater Bay Area Public Health Research Collaboration, China
| | - Wei Sen Zhang
- Guangzhou Twelfth People's Hospital, Guangzhou 510620, China.
- Greater Bay Area Public Health Research Collaboration, China
| | - Chao Qiang Jiang
- Guangzhou Twelfth People's Hospital, Guangzhou 510620, China.
- Greater Bay Area Public Health Research Collaboration, China
| | - Feng Zhu
- Guangzhou Twelfth People's Hospital, Guangzhou 510620, China.
| | - Ya Li Jin
- Guangzhou Twelfth People's Hospital, Guangzhou 510620, China.
| | - Shiu Lun Au Yeung
- School of Public Health, the University of Hong Kong, Hong Kong, China
- Greater Bay Area Public Health Research Collaboration, China
| | - Tai Hing Lam
- School of Public Health, the University of Hong Kong, Hong Kong, China
- Greater Bay Area Public Health Research Collaboration, China
| | - Lin Xu
- School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Road, Guangzhou, China.
- School of Public Health, the University of Hong Kong, Hong Kong, China
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
- Greater Bay Area Public Health Research Collaboration, China
| | - Jiao Wang
- School of Public Health, Sun Yat-sen University, 74 Zhongshan 2nd Road, Guangzhou, China.
- Greater Bay Area Public Health Research Collaboration, China
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Westerman KE, Patel CJ, Meigs JB, Chasman DI, Manning AK. Decomposed interaction testing improves detection of genetic modifiers of the relationship of dietary omega-3 fatty acid intake and its plasma biomarkers with hsCRP in the UK Biobank. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.09.09.24313018. [PMID: 39314967 PMCID: PMC11419197 DOI: 10.1101/2024.09.09.24313018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
Discovery and translation of gene-environment interactions (GxEs) influencing clinical outcomes is limited by low statistical power and poor mechanistic understanding. Molecular omics data may help address these limitations, but their incorporation into GxE testing requires principled analytic approaches. We focused on genetic modification of the established mechanistic link between dietary long-chain omega-3 fatty acid (dN3FA) intake, plasma N3FA (pN3FA), and chronic inflammation as measured by high sensitivity CRP (hsCRP). We considered an approach that decomposes the overall genetic effect modification into components upstream and downstream of a molecular mediator to increase the potential to discover gene-N3FA interactions. Simulations demonstrated improved power of the upstream and downstream tests compared to the standard approach when the molecular mediator for many biologically plausible scenarios. The approach was applied in the UK Biobank (N = 188,700) with regression models that used measures of dN3FA (based on fish and fish oil intake), pN3FA (% of total fatty acids measured by nuclear magnetic resonance), and hsCRP. Mediation analysis showed that pN3FA fully mediated the dN3FA-hsCRP main effect relationship. Next, we separately tested modification of the dN3FA-hsCRP ("standard"), dN3FA-pN3FA ("upstream"), and pN3FA-hsCRP ("downstream") associations. The known FADS1-3 locus variant rs174535 reached p = 1.6×10-12 in the upstream discovery analysis, with no signal in the downstream analysis (p = 0.94). It would not have been prioritized based on a naïve analysis with dN3FA exposure and hsCRP outcome (p = 0.097), indicating the value of the decomposition approach. Gene-level enrichment testing of the genome-wide results further prioritized two genes from the downstream analysis, CBLL1 and MICA, with links to immune cell counts and function. In summary, a molecular mediator-focused interaction testing approach enhanced statistical power to identify GxEs while homing in on relevant sub-components of the dN3FA-hsCRP pathway.
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Affiliation(s)
- Kenneth E. Westerman
- Clinical and Translational Epidemiology Unit, Mongan Institute, Massachusetts General Hospital, Boston, MA, United States of America
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Department of Medicine, Harvard Medical School, Boston, MA
| | - Chirag J. Patel
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA
| | - James B. Meigs
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Department of Medicine, Harvard Medical School, Boston, MA
- Division of General Internal Medicine, Massachusetts General Hospital, Boston, MA
| | - Daniel I. Chasman
- Division of Preventive Medicine, Brigham and Women’s Hospital, Boston, MA
- Division of Genetics, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Medical and Population Genetics Program, Broad Institute, Cambridge, MA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Alisa K. Manning
- Clinical and Translational Epidemiology Unit, Mongan Institute, Massachusetts General Hospital, Boston, MA, United States of America
- Programs in Metabolism and Medical & Population Genetics, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Department of Medicine, Harvard Medical School, Boston, MA
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