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Sun Z, Zheng Y. Metabolic diseases in the East Asian populations. Nat Rev Gastroenterol Hepatol 2025:10.1038/s41575-025-01058-8. [PMID: 40200111 DOI: 10.1038/s41575-025-01058-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/05/2025] [Indexed: 04/10/2025]
Abstract
East Asian populations, which account for approximately 20% of the global population, have become central to the worldwide rise of metabolic diseases over the past few decades. The prevalence of metabolic disorders, including type 2 diabetes mellitus, hypertension and metabolic dysfunction-associated steatotic liver disease, has escalated sharply, contributing to a substantial burden of complications such as cardiovascular disease, chronic kidney disease, cancer and increased mortality. This concerning trend is primarily driven by a combination of genetic predisposition, unique fat distribution patterns and rapidly changing lifestyle factors, including urbanization and the adoption of Westernized dietary habits. Current advances in genomics, proteomics, metabolomics and microbiome research have provided new insights into the biological mechanisms that might contribute to the heightened susceptibility of East Asian populations to metabolic diseases. This Review synthesizes epidemiological data, risk factors and biomarkers to provide an overview of how metabolic diseases are reshaping public health in East Asia and offers insights into biological and societal drivers to guide effective, region-specific strategies.
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Affiliation(s)
- Zhonghan Sun
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yan Zheng
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute, Zhongshan Hospital, Fudan University, Shanghai, China.
- Department of Nutrition and Food Hygiene, School of Public Health, Institute of Nutrition, Fudan University, Shanghai, China.
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Wei Y, Su X, Wang G, Zu C, Meng Q, Zhang Y, Yang S, Ye Z, Zhang Y, Qin X. Quantity and variety of food groups consumption and the risk of hypertension in adults: a prospective cohort study. Hypertens Res 2025; 48:971-982. [PMID: 39639131 DOI: 10.1038/s41440-024-02036-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 11/18/2024] [Accepted: 11/20/2024] [Indexed: 12/07/2024]
Abstract
The prospective association of dietary diversity and different food groups with the risk of hypertension in the general Chinese adults has not been evaluated. We aimed to evaluate the relationship of variety and quantity of 12 major food groups with new-onset hypertension in the Chinese adults. A total of 11,118 adults from the China Health and Nutrition Survey (CHNS) were included. The study outcome was new-onset hypertension, defined as systolic blood pressure (SBP) ≥ 140 mmHg or diastolic blood pressure (DBP) ≥ 90 mmHg or diagnosed hypertension by physician or under antihypertensive treatment during the follow-up. During a median follow-up period of 6.0 years, 3867 participants occurred new-onset hypertension. There was a L-shaped relationship of dietary variety score with new-onset hypertension (P for nonlinearity < 0.001). Compared with those in the quartile 1 of dietary variety score, participants in the quartile 2-4 were associated with a significantly lower risk of hypertension (HR, 0.64; 95% CI: 0.59, 0.69). In addition, there were U-shaped associations of dairy products, vegetables, aquatic products, nuts, red meat, whole grains, refined grains, processed meat, and poultry intake with new-onset hypertension, and L-shaped associations of fruits, legumes, and eggs intake with new-onset hypertension (all P for nonlinearity < 0.001). In conclusion, there was an inverse association of dietary variety score with new-onset hypertension in the Chinese adults. Furthermore, there was a negative association between different food group intake and new-onset hypertension when food group intake was relatively low; however, the risk of hypertension increased or plateaued when the intake exceeded a certain threshold.
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Affiliation(s)
- Yuanxiu Wei
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
- Institute of Biomedicine, Anhui Medical University, Hefei, China
| | - Xinyue Su
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
- Institute of Biomedicine, Anhui Medical University, Hefei, China
| | - Gangling Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
- Institute of Biomedicine, Anhui Medical University, Hefei, China
| | - Cheng Zu
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
- Institute of Biomedicine, Anhui Medical University, Hefei, China
| | - Qiguo Meng
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
- Institute of Biomedicine, Anhui Medical University, Hefei, China
| | - Yanjun Zhang
- 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, China
| | - Sisi Yang
- 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, China
| | - Ziliang Ye
- 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, China
| | - Yuanyuan Zhang
- 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, China
| | - Xianhui Qin
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China.
- Institute of Biomedicine, Anhui Medical University, Hefei, China.
- 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, China.
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Okekunle AP, Asowata OJ, Akpa OM, Fakunle AG, Bodunde I, Komolafe M, Arulogun O, Sarfo FS, Obiako R, Osaigbovo G, Ogbole G, Bello A, Adeniyi S, Calys-Tagoe B, Appiah L, Jenkins C, Oyinloye O, Dambatta H, Balogun O, Singh A, Olalere A, Mensah Y, Ogah OS, Ibinaiye P, Adebayo O, Adebajo O, Adebayo P, Chukwuonye I, Akinyemi R, Ovbiagele B, Owolabi M. Dietary patterns associated with hypertension among stroke-free indigenous Africans: insights from the Stroke Investigative Research and Educational Network study. J Hypertens 2024; 42:620-628. [PMID: 38230616 PMCID: PMC11126300 DOI: 10.1097/hjh.0000000000003662] [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] [Indexed: 01/18/2024]
Abstract
BACKGROUND The dietary factors associated with the high burden of hypertension among indigenous Africans remain poorly understood. We assessed the relationship between dietary patterns and hypertension among indigenous Africans. METHOD In this study, 1550 participants with hypertension matched (for age: ± 5 years, sex and ethnicity) with 1550 participants without hypertension were identified from the stroke-free population in the Stroke Investigative Research and Educational Network study in Ghana and Nigeria. Food consumption was assessed using a food frequency questionnaire, and dietary information was summarized using principal component analysis to identify seven dietary patterns. Conditional logistic regression was applied to compute the odds ratio (OR) and 95% confidence interval (CI) for the risk of hypertension by tertiles of dietary patterns adjusting for age, education, income, smoking, alcohol use, physical inactivity, family history of cardiovascular diseases, obesity and salt intake at a two-sided P less than 0.05. RESULTS Multivariable-adjusted OR [95% confidence interval (CI)] for risk of hypertension by second and third tertiles [using the lowest (first) tertile as reference] of dietary patterns were 0.62 (0.48-0.80), 0.70 (0.54-0.90) for whole grains and fruit drinks; 0.87 (0.68-1.12), 0.83 (0.64-1.08) for fruits; 0.85 (0.65-1.10), 0.97 (0.75-1.26) for vegetables, legumes and potatoes; 0.78 (0.60-1.00), 0.84 (0.65-1.08) for fried foods and sweetened drinks; 1.13 (0.88-1.45), 0.80 (0.62-1.03) for poultry product and organ meat; 1.11 (0.86-1.43), 0.88 (0.68-1.14) for red meat; and 1.14 (0.88-1.48), 1.09 (0.84-1.43) for processed foods ( P < 0.05). CONCLUSION A higher adherence to dietary consumption of whole grains and fruits was inversely associated with low odds of hypertension in this population.
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Affiliation(s)
- Akinkunmi Paul Okekunle
- Department of Medicine, University of Ibadan, Nigeria
- Department of Food and Nutrition, Seoul National University, Koreay
| | | | - Onoja Matthew Akpa
- Department of Epidemiology and Medical Statistics
- Institute of Cardiovascular Diseases, University of Ibadan
| | - Adekunle Gregory Fakunle
- Department of Medicine, University of Ibadan, Nigeria
- Department of Public Health, Osun State University, Osogbo, Osun State
| | | | - Morenikeji Komolafe
- Department of Medicine, Obafemi Awolowo University Teaching Hospital, Ile-Ife
| | - Oyedunni Arulogun
- Department of Health Promotion and Education, University of Ibadan, Nigeria
| | - Fred Stephen Sarfo
- Department of Medicine, Kwame Nkrumah University of Science and Technology, Ghana
| | | | | | - Godwin Ogbole
- Department of Radiology, College of Medicine, University of Ibadan
| | - Abiodun Bello
- Department of Medicine, University of Ilorin Teaching Hospital, Ilorin, Nigeria
| | - Sunday Adeniyi
- Department of Medicine, University of Ilorin Teaching Hospital, Ilorin, Nigeria
| | - Benedict Calys-Tagoe
- Department of Medicine, Kwame Nkrumah University of Science and Technology, Ghana
| | - Lambert Appiah
- Department of Medicine, Kwame Nkrumah University of Science and Technology, Ghana
| | | | - Olalekan Oyinloye
- Department of Medicine, Obafemi Awolowo University Teaching Hospital, Ile-Ife
| | | | | | - Arti Singh
- Department of Medicine, University of Ghana Medical School, Accra, Ghana
| | | | - Yaw Mensah
- Department of Medicine, Kwame Nkrumah University of Science and Technology, Ghana
| | | | | | | | | | | | | | - Rufus Akinyemi
- Neuroscience and Ageing Research Unit, Institute for Advanced Medical Research and Training College of Medicine
- Center for Genomic and Precision Medicine, University of Ibadan, Nigeria
| | - Bruce Ovbiagele
- Weill Institute for Neurosciences, University of California San Francisco, USA
| | - Mayowa Owolabi
- Department of Medicine, University of Ibadan, Nigeria
- Center for Genomic and Precision Medicine, University of Ibadan, Nigeria
- Lebanese American University of Beirut, Lebanon
- Blossom Specialist Medican Centre, Ibadan, Nigeria
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Felix PV, Pereira JL, Fisberg RM. Associations between Four Diet Quality Indexes and High Blood Pressure among Adults: Results from the 2015 Health Survey of Sao Paulo. Nutrients 2024; 16:629. [PMID: 38474757 DOI: 10.3390/nu16050629] [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: 01/23/2024] [Revised: 02/14/2024] [Accepted: 02/20/2024] [Indexed: 03/14/2024] Open
Abstract
Several dietary quality indexes (DQIs) have been proposed to investigate adherence to a healthy diet. However, only a few studies have been conducted to investigate their association with high blood pressure (BP) in Brazil. In the present work, we examine the association between four established DQIs-2020 Healthy Eating Index (HEI-2020), Dietary Approaches to Stop Hypertension (DASH), Alternative Healthy Eating Index (AHEI), and Brazilian Healthy Eating Index (BHEI)-and high BP in a cross-sectional sample of Brazilian adults from the 2015 Health Survey of São Paulo with Focus on Nutrition. Based on two 24 h recalls adjusted for the within-person variation, higher HEI-2020 and BHEI total scores were inversely related to elevated BP (HEI-2020: OR 0.94, BHEI: OR 0.95). Individuals at the second quartile (OR 0.33) and the fourth quartile of BHEI (OR 0.35), as well as individuals with higher scores on dairy components (HEI-2020: OR 0.80, BHEI: OR 0.83, DASH: OR 0.75), and fruit components (AHEI: OR 0.82, HEI-2020: OR 0.72, BHEI: OR 0.77, DASH: OR 0.79) also presented lower odds for the occurrence of elevated BP. In conclusion, healthier diet quality using the HEI-2020 and BHEI indexes and the fruit and dairy components were identified as protective factors for high BP.
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Affiliation(s)
- Paula Victoria Felix
- Department of Nutrition, School of Public Health, University of São Paulo, Sao Paulo 01246-904, Brazil
| | - Jaqueline Lopes Pereira
- Department of Nutrition, School of Public Health, University of São Paulo, Sao Paulo 01246-904, Brazil
| | - Regina Mara Fisberg
- Department of Nutrition, School of Public Health, University of São Paulo, Sao Paulo 01246-904, Brazil
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Wu S, Chen P, He J, Liu Z, Sui Y, Li K, Fang A. Dietary intakes of total, nonheme, and heme iron and hypertension risk: a longitudinal study from the China Health and Nutrition Survey. Eur J Nutr 2023; 62:3251-3262. [PMID: 37558898 DOI: 10.1007/s00394-023-03230-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 07/31/2023] [Indexed: 08/11/2023]
Abstract
AIMS Evidence is limited regarding the long-term impact of dietary iron intake on the development of hypertension. We investigated the association between dietary intakes of total, nonheme, and heme iron and hypertension risk in a large prospective cohort of Chinese populations over 26 years. METHODS A total of 16,122 adults (7810 men and 8312 women) who participated in the China Health and Nutrition Survey (1989-2015) were included. Dietary intake was repeatedly assessed by combining three consecutive 24‑h individual dietary recalls with household food inventory weighing at each survey round. Incident hypertension was defined as systolic blood pressure ≥ 140 mmHg and/or diastolic blood pressure ≥ 90 mmHg, diagnosis by physicians, or current use of anti-hypertensive drugs. RESULTS During a median follow‑up of 11.1 years, 2863 men and 2532 women developed hypertension. After adjustment for non-dietary and dietary factors, a lower risk of hypertension was found in men and women with higher intakes of total, nonheme, or heme iron. The adjusted hazard ratios (HRs) and 95% confidence intervals (CIs) for the highest vs. lowest quartiles were 0.76 (0.67, 0.87) in men and 0.85 (0.74, 0.97) in women for total iron intake, 0.77 (0.67, 0.87) in men and 0.85 (0.74, 0.98) in women for nonheme iron intake, and 0.73 (0.62, 0.87) in men and 0.69 (0.58, 0.82) in women for heme iron intake. Dose-response analyses further revealed a U-shaped association of total and nonheme iron intake and an L-shaped association of heme iron intake with hypertension risk in both men and women (all P for non-linearity < 0.001). CONCLUSIONS Our findings emphasize the importance of maintaining moderate iron intake in the prevention of hypertension. Both insufficient and excess intake of iron might increase the risk of hypertension.
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Affiliation(s)
- Shangling Wu
- Department of Clinical Nutrition, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Peiyan Chen
- Department of Clinical Nutrition, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Jingjing He
- Key Laboratory of Precision Nutrition and Food Quality, Department of Nutrition and Health, China Agricultural University, Beijing, 100083, China
| | - Zhaoyan Liu
- Department of Nutrition, School of Public Health, Sun Yat-Sen University, Yuexiu District, 74 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China
- Guangdong Provincial Key Laboratory of Food, Nutrition and Health, Guangzhou, 510080, People's Republic of China
| | - Yi Sui
- Department of Clinical Nutrition, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Keji Li
- Department of Nutrition and Food Hygiene, School of Public Health, Peking University, Haidian District, 38 Xueyuan Road, Beijing, 100191, People's Republic of China.
| | - Aiping Fang
- Department of Nutrition, School of Public Health, Sun Yat-Sen University, Yuexiu District, 74 Zhongshan Road 2, Guangzhou, 510080, People's Republic of China.
- Guangdong Provincial Key Laboratory of Food, Nutrition and Health, Guangzhou, 510080, People's Republic of China.
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
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He Z, Jia Y, Li J, Cao J, Liu F, Li H, Chen J, Hu D, Shen C, Zhao Y, Liu X, Yu L, Huang J, Lu X, Gu D, Chen S. Fruit and vegetable intake and the risk of arterial hypertension in China: A prospective cohort study. Chronic Dis Transl Med 2023; 9:309-319. [PMID: 37915386 PMCID: PMC10617310 DOI: 10.1002/cdt3.76] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Revised: 05/13/2023] [Accepted: 05/19/2023] [Indexed: 11/03/2023] Open
Abstract
Background Population-based epidemiological evidence regarding the association between fruit and vegetable intake and the incidence of hypertension is inconsistent. This prospective cohort study aimed to investigate the association between fruit and vegetable intake and the risk of new-onset hypertension. Methods Based on the project of Prediction for Atherosclerotic Cardiovascular Disease Risk in China (China-PAR), 58,981 Chinese adults without hypertension at baseline were included. Information on fruit and vegetable intake was collected using a food-frequency questionnaire. Cox proportional hazards models were performed to estimate the hazard ratios (HRs) and 95% confidence intervals (CIs) of incident hypertension. Results During 640,795 person-years of follow-up, 21,008 new cases of hypertension were recorded. Compared with participants in the lowest quintile (Q1) of total fruit and vegetable (TFV) intake, the HRs (95% CIs) of incident hypertension were 0.90 (0.86-0.95), 0.85 (0.81-0.90), 0.82 (0.78-0.86), and 0.83 (0.78-0.88) for the Q2 to Q5 group (p trend < 0.001), respectively. In further analyses categorizing participants according to the recommended intake level (500 g/day), we found that increasing the intake of TFV, even though it was still insufficient for the recommendation, also had a protective effect against the incident hypertension. When considering the intake of fruit or vegetable separately, we found similar trends as the TFV intake. Conclusion These results suggest that a higher intake of fruit and vegetable is beneficial for preventing hypertension in Chinese adults.
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Affiliation(s)
- Zhi He
- Key Laboratory of Cardiovascular Epidemiology, Department of Epidemiology, Fuwai HospitalChinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular DiseasesBeijingChina
| | - Yanhui Jia
- Key Laboratory of Cardiovascular Epidemiology, Department of Epidemiology, Fuwai HospitalChinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular DiseasesBeijingChina
| | - Jianxin Li
- Key Laboratory of Cardiovascular Epidemiology, Department of Epidemiology, Fuwai HospitalChinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular DiseasesBeijingChina
| | - Jie Cao
- Key Laboratory of Cardiovascular Epidemiology, Department of Epidemiology, Fuwai HospitalChinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular DiseasesBeijingChina
| | - Fangchao Liu
- Key Laboratory of Cardiovascular Epidemiology, Department of Epidemiology, Fuwai HospitalChinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular DiseasesBeijingChina
| | - Hongfan Li
- Key Laboratory of Cardiovascular Epidemiology, Department of Epidemiology, Fuwai HospitalChinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular DiseasesBeijingChina
| | - Jichun Chen
- Key Laboratory of Cardiovascular Epidemiology, Department of Epidemiology, Fuwai HospitalChinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular DiseasesBeijingChina
| | - Dongsheng Hu
- Department of Epidemiology and Health Statistics, College of Public HealthZhengzhou UniversityZhengzhouHenanChina
- Department of Biostatistics and Epidemiology, School of Public HealthShenzhen UniversityShenzhenGuangdongChina
| | - Chong Shen
- Department of Epidemiology and Biostatistics, Center for Global Health, School of Public HealthNanjing Medical UniversityNanjingJiangsuChina
| | - Yingxin Zhao
- Cardio‐Cerebrovascular Control and Research Center, Institute of Basic MedicineShandong First Medical University (Shandong Academy of Medicine Sciences)JinanShandongChina
| | - Xiaoqing Liu
- Division of EpidemiologyGuangdong Provincial People's Hospital and Cardiovascular InstituteGuangzhouGuangdongChina
| | - Ling Yu
- Department of CardiologyFujian Provincial HospitalFuzhouFujianChina
| | - Jianfeng Huang
- Key Laboratory of Cardiovascular Epidemiology, Department of Epidemiology, Fuwai HospitalChinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular DiseasesBeijingChina
| | - Xiangfeng Lu
- Key Laboratory of Cardiovascular Epidemiology, Department of Epidemiology, Fuwai HospitalChinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular DiseasesBeijingChina
| | - Dongfeng Gu
- Key Laboratory of Cardiovascular Epidemiology, Department of Epidemiology, Fuwai HospitalChinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular DiseasesBeijingChina
| | - Shufeng Chen
- Key Laboratory of Cardiovascular Epidemiology, Department of Epidemiology, Fuwai HospitalChinese Academy of Medical Sciences & Peking Union Medical College/National Center for Cardiovascular DiseasesBeijingChina
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Ma S, Wang H, Shen L, Dong Y, Zou Z. Higher vegetable consumption is related to a lower risk of cardiometabolic risk cluster among children and adolescents: A national cross-sectional study in China. Nutr Metab Cardiovasc Dis 2023; 33:1748-1759. [PMID: 37414666 DOI: 10.1016/j.numecd.2023.03.021] [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: 09/29/2022] [Revised: 02/14/2023] [Accepted: 03/24/2023] [Indexed: 07/08/2023]
Abstract
BACKGROUND AND AIMS Evidence about the association between vegetable consumption and cardiometabolic risk factors (CMRFs) cluster among children and adolescents was inconsistent. We aimed to investigate the prevalence of CMRFs and CMRFs cluster, and to evaluate their associations with vegetable consumption. METHODS AND RESULTS A total of 14,061 participants aged 6-19 years were recruited from 7 provinces of China. A standard physical examination, including height, weight and blood pressure, was conducted. Information regarding CMRFs was obtained through anthropometric measurements and blood sample testing, while weekly frequency and daily servings of vegetable consumption data collected by questionnaires. Logistic regression models were used to analyze the odds ratios (OR) for associations between CMRFs, CMRFs cluster and vegetable consumption. The prevalence of no CMRFs cluster among children and adolescents was 26.4%. Participants whose daily vegetable consumption was 0.75-1.5 and ≥1.5 servings showed a lower risk of high blood pressure (HBP), high total cholesterol (TC), high triglyceride (TG), and high low-density lipoprotein cholesterol (LDL-C) compared to those with daily vegetable consumption of <0.75 servings. Besides, higher average daily vegetable consumption was strongly associated with lower risks of CMRFs cluster. Stratified analyses showed that the protective effects of more vegetable intake on CMRFs cluster were profounder in boys and young adolescents. CONCLUSION More vegetable intake was associated with lower risks of CMRFs cluster in Chinese children and adolescents aged 6-19 years, which further highlighted the significance of vegetable consumption to improve the cardiometabolic risk status.
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Affiliation(s)
- Sheng Ma
- Institute of Child and Adolescent Health, School of Public Health, Peking University National Health Commission Key Laboratory of Reproductive Health, Beijing 100191, China
| | - Huan Wang
- Institute of Child and Adolescent Health, School of Public Health, Peking University National Health Commission Key Laboratory of Reproductive Health, Beijing 100191, China
| | - Lijuan Shen
- Institute of Child and Adolescent Health, School of Public Health, Peking University National Health Commission Key Laboratory of Reproductive Health, Beijing 100191, China
| | - Yanhui Dong
- Institute of Child and Adolescent Health, School of Public Health, Peking University National Health Commission Key Laboratory of Reproductive Health, Beijing 100191, China.
| | - Zhiyong Zou
- Institute of Child and Adolescent Health, School of Public Health, Peking University National Health Commission Key Laboratory of Reproductive Health, Beijing 100191, China.
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Madsen H, Sen A, Aune D. Fruit and vegetable consumption and the risk of hypertension: a systematic review and meta-analysis of prospective studies. Eur J Nutr 2023:10.1007/s00394-023-03145-5. [PMID: 37106252 DOI: 10.1007/s00394-023-03145-5] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 04/03/2023] [Indexed: 04/29/2023]
Abstract
PURPOSE A high fruit and vegetable intake has been associated with reduced risk of hypertension; however, results have been inconsistent and it is unclear whether specific types of fruits and vegetables are particularly beneficial. This systematic review and meta-analysis aimed to summarize the published prospective studies on fruit and vegetable consumption and risk of hypertension. METHODS Embase and PubMed databases were searched for relevant prospective studies up to 15th May 2022. Random effects models were used to calculate summary relative risks (RRs) and 95% confidence intervals (CIs) for the association between fruit and vegetable intake and risk of hypertension. Strength of evidence was assessed using World Cancer Research Fund (WCRF) criteria. RESULTS Eighteen prospective studies (451 291 participants, 145 492 cases) were included. The summary RR (95% CI) of hypertension per 200 g/day was 0.97 (0.95-0.99, I2 = 68%, n = 8) for fruits and vegetables, 0.93 (0.89-0.98, I2 = 77%, n = 10) for fruits, and 1.00 (0.98-1.02, I2 = 38%, n = 10) for vegetables. Reductions in risk were observed up to 800 g/day for fruits and vegetables, and 550 g/day for fruits, and these two associations were considered probably causal using WCRF criteria. Inverse associations were observed for apples or pears, blueberries, raisins or grapes, avocado, broccoli, carrots and lettuce, while positive associations were observed for cantaloupe, Brussels sprouts, cruciferous vegetables, and total and fried potatoes (n = 2-5). CONCLUSION A high intake of fruit and vegetables combined, and total fruit was associated with reduced risk of hypertension, while results for fruit and vegetable subtypes were mixed and need further study.
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Affiliation(s)
- Helga Madsen
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Abhijit Sen
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
- Center for Oral Health Services and Research (TkMidt), Trondheim, Norway
| | - Dagfinn Aune
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, St Mary's Campus, Norfolk Place, London, W2 1PG, UK.
- Department of Nutrition, Oslo New University College, Oslo, Norway.
- Department of Endocrinology, Morbid Obesity and Preventive Medicine, Oslo University Hospital Ullevål, Oslo, Norway.
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Chen M, Xu Y, Wang X, Shan S, Cheng G. Association between the prudent dietary pattern and blood pressure in Chinese adults is partially mediated by body composition. Front Nutr 2023; 10:1131126. [PMID: 37032775 PMCID: PMC10076787 DOI: 10.3389/fnut.2023.1131126] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Accepted: 03/09/2023] [Indexed: 04/11/2023] Open
Abstract
High blood pressure or hypertension is one of the major risks of cardiovascular disease, which is the leading cause of death in China. This study aimed to assess the relationship between dietary patterns and blood pressure among Chinese adults. Using factor analysis of 66-item food frequency questionnaire to identify dietary patterns. Systolic blood pressure (SBP) and diastolic blood pressure (DBP) were measured according to standardized guidelines. Multivariate linear regressions were performed in 6849 Chinese adults (46.5% female) aged 21-70 years considering sociodemographic characteristics, lifestyle behaviors, and anthropometry data. The vegetable-rich pattern, animal-food pattern, and prudent dietary pattern were identified. After adjustment for potential confounders including age, gender, alcohol consumption, smoking status, energy intake, and physical activity, only prudent dietary pattern was negatively related to SBP (β = -2.30, p for trend =0.0003) and DBP (β = -1.44, p for trend =0.0006). Body mass index, waist circumstance and body fat percentage explained, respectively, 42.5%/47.8, 14.8%/17.6 and 26.0%/29.1% of the association between prudent pattern and SBP/DBP in mediation analysis. There were no association were observed between other dietary patterns and blood pressure. In conclusion, Prudent dietary pattern was associated with lower SBP and DBP among Southwest Chinese and this association was partially explained by body composition.
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Affiliation(s)
- Mengxue Chen
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Yujie Xu
- Laboratory of Molecular Translational Medicine, Center for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xiaoyu Wang
- Laboratory of Molecular Translational Medicine, Center for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Shufang Shan
- Laboratory of Molecular Translational Medicine, Center for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Guo Cheng
- Laboratory of Molecular Translational Medicine, Center for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China
- *Correspondence: Guo Cheng,
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Akpa OM, Okekunle AP, Asowata OJ, Chikowore T, Mohamed SF, Sarfo F, Akinyemi R, Akpalu A, Wahab K, Obiako R, Komolafe M, Owolabi L, Osaigbovo GO, Ogbole G, Tiwari HK, Akinyemi J, Fakunle A, Uvere E, Adeoye AM, Lackland D, Arnett DK, Ovbiagele B, Ramsay M, Owolabi M. Frequent vegetable consumption is inversely associated with hypertension among indigenous Africans. Eur J Prev Cardiol 2022; 29:2359-2371. [PMID: 36098047 PMCID: PMC9977189 DOI: 10.1093/eurjpc/zwac208] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 08/29/2022] [Accepted: 09/09/2022] [Indexed: 01/30/2023]
Abstract
AIMS The relationship between vegetable consumption and hypertension occurrence remains poorly characterized in sub-Saharan Africa. This study assessed the association of vegetable consumption with odds of hypertension among indigenous Africans. METHODS AND RESULTS We harmonized data on prior vegetable consumption and hypertension occurrence (defined as one of the following conditions; systolic blood pressure ≥140 or diastolic blood pressure ≥90 mmHg or previous diagnosis or use of antihypertensive medications) from 16 445 participants across five African countries (Nigeria, South Africa, Kenya, Ghana and Burkina Faso) in the Stroke Investigative Research and Educational Network and Africa Wits-INDEPTH partnership for Genomic studies. Vegetable consumption (in servings/week) was classified as 'low' (<6). 'moderate' (6-11), 'sufficient' (12-29), and 'high' (≥30). Odds ratios (ORs) and 95% confidence interval (CI) of hypertension were estimated by categories of vegetable consumption (using 'low' consumption as reference), adjusting for sex, age in years, family history of cardiovascular diseases, education, smoking, alcohol use, physical inactivity, body mass index, diabetes mellitus and dyslipidaemia using logistic regressions at P < 0.05. The mean age of participants was 53.0 ( ± 10.7) years, and 7552 (45.9%) were males, whereas 7070 (42.9%) had hypertension. In addition, 6672(40.6%) participants had 'low' vegetable consumption, and 1758(10.7%) had 'high' vegetable consumption. Multivariable-adjusted OR for hypertension by distribution of vegetable consumption (using 'low' consumption as reference) were 1.03 (95% CI: 0.95, 1.12) for 'moderate' consumption; 0.80 (0.73, 0.88) for 'sufficient', and 0.81 (0.72, 0.92) for 'high' consumption, P-for-trend <0.0001. CONCLUSION Indigenous Africans who consumed at least 12 servings of vegetables per week were less likely to be found hypertensive, particularly among males and young adults.
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Affiliation(s)
- Onoja Matthew Akpa
- Department of Epidemiology and Medical Statistics, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
- Institute of Cardiovascular Diseases, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
| | - Akinkunmi Paul Okekunle
- Department of Epidemiology and Medical Statistics, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
- Department of Medicine, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
- Department of Food and Nutrition, Seoul National University, 08826, Seoul, Korea
| | - Osahon Jeffery Asowata
- Department of Epidemiology and Medical Statistics, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
| | - Tinashe Chikowore
- MRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, 2000, South Africa
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, 2000, South Africa
| | - Shukri F. Mohamed
- Health and Well-Being Program, African Population and Health Research Center, 00100, Nairobi, Kenya
| | - Fred Sarfo
- Department of Medicine, Kwame Nkrumah University of Science and Technology, 00000, Kumasi, Ghana
| | - Rufus Akinyemi
- Neuroscience and Ageing Research Unit, Institute for Advanced Medical Research and Training College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
- Center for Genomic and Precision Medicine, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
| | - Albert Akpalu
- Department of Medicine, University of Ghana Medical School, P.O. Box LG 1181, Legon, Accra, Ghana
| | - Kolawole Wahab
- Department of Medicine, University of Ilorin, 240003, Ilorin, Nigeria
| | - Reginald Obiako
- Department of Medicine, Ahmadu Bello University, 810107, Zaria, Nigeria
| | - Morenikeji Komolafe
- Department of Medicine, Obafemi Awolowo University Teaching Hospital, Ile-Ife, Nigeria
| | - Lukman Owolabi
- Department of Medicine, Aminu Kano Teaching Hospital, 700233, Kano, Nigeria
| | - Godwin O. Osaigbovo
- Department of Internal Medicine, Jos University Teaching Hospital Jos, 930241, Jos, Nigeria
| | - Godwin Ogbole
- Department of Radiology, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
| | - Hemant K. Tiwari
- Department of Biostatistics, School of Public Health, the University of Alabama at Birmingham, Birmingham, 35233 AL, USA
| | - Joshua Akinyemi
- Department of Epidemiology and Medical Statistics, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
| | - Adekunle Fakunle
- Department of Medicine, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
- Department of Public Health, College of Health Sciences, Osun State University, 210001, Osogbo, Nigeria
| | - Ezinne Uvere
- Department of Medicine, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
| | - Abiodun M. Adeoye
- Institute of Cardiovascular Diseases, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
- Department of Medicine, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
- Center for Genomic and Precision Medicine, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
| | - Daniel Lackland
- Department of Neurology, Medical University of South Carolina, Charleston, 29425 SC, USA
| | - Donna K. Arnett
- Department of Epidemiology, College of Public Health, University of Kentucky, Lexington, 40536 KY, USA
| | - Bruce Ovbiagele
- Weill Institute for Neurosciences, School of Medicine, University of California San-Francisco, San-Francisco, 94143 CA, USA
| | - Michèle Ramsay
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, 2000, South Africa
- Division of Human Genetics, National Health Laboratory Service, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, 2000, South Africa
| | - Mayowa Owolabi
- Department of Medicine, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
- Center for Genomic and Precision Medicine, College of Medicine, University of Ibadan, 200284, Ibadan, Nigeria
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J-Shaped Association of Tomato Intake with New-Onset Hypertension in General Adults: A Nationwide Prospective Cohort Study. Nutrients 2022; 14:nu14224813. [PMID: 36432500 PMCID: PMC9696212 DOI: 10.3390/nu14224813] [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: 10/21/2022] [Revised: 11/06/2022] [Accepted: 11/11/2022] [Indexed: 11/16/2022] Open
Abstract
We aim to examine the prospective association between the intake of dietary tomatoes and the risk of new-onset hypertension and its modifiable factors in general adults. A total of 11,460 adults without hypertension from the China Health and Nutrition Survey (CHNS) were enrolled, with follow-up beginning in 1997 and ending in 2015. Dietary tomato intake was measured by three consecutive 24-h dietary recalls combined with a household food inventory. The study outcome was new-onset hypertension, defined as systolic blood pressure ≥ 140 mmHg or diastolic blood pressure ≥ 90 mmHg or diagnosed by physicians or under anti-hypertensive treatment during the follow-up. Finally, 4015 subjects developed new-onset hypertension during 92,335.5 person-years of follow-up. After multivariate adjustment for dietary and non-dietary risk factors, hazard ratios for increased consumption of dietary tomatoes were 0.42 (95% confidence interval, 0.37−0.47), 0.51 (0.46−0.57), and 0.82 (0.74−0.92) compared with non-consumers. Overall, cubic spline regression suggested a novel J-shaped association between dietary tomato intake and new-onset hypertension, with the lowest risk observed at approximately 10 to 13 g/day (p < 0.001 for curvature). Moreover, the association between dietary tomato intake and risk of new-onset hypertension was stronger in females or individuals who refrained from smoking or drinking (p = 0.024, p = 0.043, and p = 0.044 for interaction, respectively).
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12
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Jo U, Park K. Phytochemical index and hypertension in Korean adults using data from the Korea National Health and Nutrition Examination Survey in 2008-2019. Eur J Clin Nutr 2022; 76:1594-1599. [PMID: 35701525 DOI: 10.1038/s41430-022-01155-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 04/24/2022] [Accepted: 04/26/2022] [Indexed: 11/10/2022]
Abstract
BACKGROUND/OBJECTIVES Although previous in vivo and in vitro studies have reported the beneficial effects of phytochemical-rich food on cardiovascular health, limited information is available regarding its' health effect on the community-dwelling population. This is especially true in Korea. Here, we examined the cross-sectional association between phytochemical levels and hypertension in Korean adults. SUBJECTS/METHODS We analyzed data from 38,198 Koreans aged ≥30 years who participated in the Korea National Health and Nutrition Examination Survey (2008-2019) and met the study's inclusion criteria. The Korean version of the Phytochemical Index (PI) was computed based on 24 h recall data. Hypertension was defined based on the American College of Cardiology/American Heart Association definition in 2017. Multivariate logistic regression analysis was used to examine the association between PI and hypertension. RESULTS In the multivariable adjusted model, participants in the highest PI quintile had a significantly low prevalence of hypertension (Odd ratio, 0.86; 95% confidence interval, 0.79-0.95). A dose-response analysis confirmed the inverse linearity between PI and hypertension (p for nonlinearity = 0.2634). CONCLUSIONS Consumption of phytochemical-rich foods may lower the prevalence of hypertension. A large-scale, prospective cohort study is required to validate these findings.
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Affiliation(s)
- Unhui Jo
- Department of Food and Nutrition, Yeungnam University, 280 Daehak-ro, Gyeongsan, Gueongbuk, 38541, Republic of Korea
| | - Kyong Park
- Department of Food and Nutrition, Yeungnam University, 280 Daehak-ro, Gyeongsan, Gueongbuk, 38541, Republic of Korea.
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13
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Gong Q, Momma H, Cui Y, Huang C, Niu K, Nagatomi R. Associations Between Consumption of Different Vegetable Types and Depressive Symptoms in Japanese Workers: A Cross-Sectional Study. Healthc Policy 2022; 15:1073-1085. [PMID: 35611327 PMCID: PMC9124467 DOI: 10.2147/rmhp.s350935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 04/01/2022] [Indexed: 11/30/2022] Open
Abstract
Purpose Vegetable intake is an important part of our everyday diet and is associated with many positive health outcomes. Although previous studies have investigated the association between vegetable consumption and depressive symptoms among various populations, no study has examined this association in the adult working population. The present study investigated whether the frequency of consumption of a specific type of vegetable is associated with the prevalence of depressive symptoms in Japanese adult workers. Participants and Methods The final participants consisted of 1724 Japanese adults, and a cross-sectional study was conducted to analyze the results. The frequency of vegetable consumption and depressive symptoms was evaluated using a brief-type self-administered diet history questionnaire and the Zung Self-Rating Depression Scale (SDS), respectively. The association between the variables was examined using Poisson regression analysis. Age-stratified analysis was performed, and SDS cut-off values of 45 and 50 were used to perform a sensitivity analysis. Results After adjustment for covariates, including age, body mass index, sociodemographic and lifestyle-related variables, health condition, C-reactive protein, and other dietary variables, an inverse association was found between tomato product consumption and the prevalence of depressive symptoms among men (P for trend <0.01); however, no significant association was found for other vegetable types. For women, there was no association between the frequency of consumption of any of the vegetable types and the prevalence of depressive symptoms. The results were confirmed by the age-stratified analysis for both genders. Conclusion Consumption of tomato products may help alleviate depressive symptoms, regardless of differences in dietary culture among men.
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Affiliation(s)
- Qiang Gong
- Department of Medicine and Science in Sports and Exercise, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Haruki Momma
- Department of Medicine and Science in Sports and Exercise, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yufei Cui
- Department of Medicine and Science in Sports and Exercise, Tohoku University Graduate School of Medicine, Sendai, Japan
- Institute of Exercise Epidemiology and Department of Physical Education, Huaiyin Institute of Technology, Huaian, People’s Republic of China
| | - Cong Huang
- Department of Physical Education, Zhejiang University, Hangzhou, People’s Republic of China
| | - Kaijun Niu
- Department of Epidemiology, School of Public Health, Tianjin Medical University, Tianjin, People’s Republic of China
| | - Ryoichi Nagatomi
- Department of Medicine and Science in Sports and Exercise, Tohoku University Graduate School of Medicine, Sendai, Japan
- Division of Biomedical Engineering for Health & Welfare, Tohoku University Graduate School of Biomedical Engineering, Sendai, Japan
- Correspondence: Ryoichi Nagatomi, Division of Biomedical Engineering for Health & Welfare, Tohoku University Graduate School of Biomedical Engineering, 2-1 Seiryo-machi, Aoba-ku, Sendai, 980-8575, Japan, Tel/Fax + 81-22-717-8586, Email
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14
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Yan M, Liu Y, Wu L, Liu H, Wang Y, Chen F, Pei L, Zhao Y, Zeng L, Dang S, Yan H, Mi B. The Association between Dietary Purine Intake and Mortality: Evidence from the CHNS Cohort Study. Nutrients 2022; 14:1718. [PMID: 35565687 PMCID: PMC9102343 DOI: 10.3390/nu14091718] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 04/16/2022] [Accepted: 04/18/2022] [Indexed: 02/01/2023] Open
Abstract
Objectives: To investigate the association between dietary purine intake and mortality among Chinese adults. Methods: Based on data from the 2004−2015 China Health and Nutrition Survey (CHNS) and the corresponding edition of China Food Composition, the average purine intake per day (mg/day) from 2004 to 2011 was calculated, and the surveyed population was divided into five groups by quintiles. The outcome event and timepoint of concern were defined as death and time, respectively, as reported by family members, recorded until the 2015 survey. Cox proportional hazards regression was used to estimate the hazard ratios (HRs) with 95% confidence intervals (CIs) for death. The possibly nonlinear relationship between purine intake and mortality was examined with restricted cubic splines. Results: We included 17,755 subjects, and the average purine intake among them was 355.07 ± 145.32 mg/day. Purine intake was inversely associated with mortality (Ptrend < 0.001). Compared with the lowest quintiles of purine intake, the highest quintiles (HR = 0.60; 95% CI: 0.46, 0.77) showed a significant association with lower mortality. The negative association with mortality was mainly found in plant-derived purine (Ptrend = 0.001) and, weakly, in animal-derived purine (Ptrend = 0.052). In addition, a U-shaped relationship between purine intake and mortality was observed in males; however, there was no statistically significant dose−response relationship in females. Conclusion: Considering the low-purine-intake levels of the Chinese population, we observed a U-shaped relationship between purine intake and mortality in males, but purine intake may not relate to mortality in females. Future studies should investigate the causal relationship between purine intake and disease burden in China.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Baibing Mi
- Department of Epidemiology and Biostatistics, School of Public Health, Xi’an Jiaotong University Health Science Center, No.76, Yanta West Road, Xi’an 710061, China; (M.Y.); (Y.L.); (L.W.); (H.L.); (Y.W.); (F.C.); (L.P.); (Y.Z.); (L.Z.); (S.D.); (H.Y.)
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Niu M, Wang Y, Zhang L, Tu R, Liu X, Hou J, Huo W, Mao Z, Wang C, Bie R. Identifying the predictive effectiveness of a genetic risk score for incident hypertension using machine learning methods among populations in rural China. Hypertens Res 2021; 44:1483-1491. [PMID: 34480134 DOI: 10.1038/s41440-021-00738-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 07/31/2021] [Accepted: 08/04/2021] [Indexed: 12/17/2022]
Abstract
Current studies have shown the controversial effect of genetic risk scores (GRSs) in hypertension prediction. Machine learning methods are used extensively in the medical field but rarely in the mining of genetic information. This study aims to determine whether genetic information can improve the prediction of incident hypertension using machine learning approaches in a prospective study. The study recruited 4592 subjects without hypertension at baseline from a cohort study conducted in rural China. A polygenic risk score (PGGRS) was calculated using 13 SNPs. According to a ratio of 7:3, subjects were randomly allocated to the train and test datasets. Models with and without the PGGRS were established using the train dataset with Cox regression, artificial neural network (ANN), random forest (RF), and gradient boosting machine (GBM) methods. The discrimination and reclassification of models were estimated using the test dataset. The PGGRS showed a significant association with the risk of incident hypertension (HR (95% CI), 1.046 (1.004, 1.090), P = 0.031) irrespective of baseline blood pressure. Models that did not include the PGGRS achieved AUCs (95% CI) of 0.785 (0.763, 0.807), 0.790 (0.768, 0.811), 0.838 (0.817, 0.857), and 0.854 (0.835, 0.873) for the Cox, ANN, RF, and GBM methods, respectively. The addition of the PGGRS led to the improvement of the AUC by 0.001, 0.008, 0.023, and 0.017; IDI by 1.39%, 2.86%, 4.73%, and 4.68%; and NRI by 25.05%, 13.01%, 44.87%, and 22.94%, respectively. Incident hypertension risk was better predicted by the traditional+PGGRS model, especially when machine learning approaches were used, suggesting that genetic information may have the potential to identify new hypertension cases using machine learning methods in resource-limited areas. CLINICAL TRIAL REGISTRATION: The Henan Rural Cohort Study has been registered at the Chinese Clinical Trial Register (Registration number: ChiCTR-OOC-15006699). http://www.chictr.org.cn/showproj.aspx?proj=11375 .
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Affiliation(s)
- Miaomiao Niu
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Yikang Wang
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Liying Zhang
- School of Information Engineering, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Runqi Tu
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Xiaotian Liu
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Jian Hou
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Wenqian Huo
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Zhenxing Mao
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China
| | - Chongjian Wang
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
| | - Ronghai Bie
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, PR China.
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Fruit and vegetable consumption, cardiovascular disease, and all-cause mortality in China. SCIENCE CHINA-LIFE SCIENCES 2021; 65:119-128. [PMID: 33893978 DOI: 10.1007/s11427-020-1896-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Accepted: 02/16/2021] [Indexed: 10/21/2022]
Abstract
Evidence about the response patterns of fruit and vegetable consumption with the risk of cardiovascular disease (CVD) and all-cause mortality was inconsistent. These associations were examined using a large-scale, population-based Chinese cohort comprising 100,728 participants. A food-frequency questionnaire was used to assess fruit and vegetable consumption. Outcomes were ascertained by interviewing individuals or their proxies and checking hospital records or death certificates. Cox proportional hazards regression was used to calculate hazard ratios (HRs) with 95% confidence intervals (CIs). At the 736,668 person-years of follow-up, 3,677 CVD cases and 5,466 deaths were identified. The multivariable-adjusted HRs for CVD across increasing quartiles of total fruit and vegetable consumption were 1 (reference), 0.94 (95%CI=0.85-1.04), 0.89 (95%CI=0.80-0.98), and 0.85 (95% CI=0.11-0.95). Moreover, participants in the highest quartile displayed a 13% lower risk of all-cause mortality (HR=0.81; 95% CI=0.80-0.95). A nonlinear dose-response relation was found for CVD, without additional benefits beyond a consumption of 600 g d-1, whereas the all-cause mortality risk decreased along with higher consumption, with a linear trend. These associations remained significant for fruit consumption but not for vegetable consumption. Our findings indicated that greater fruit and vegetable consumption was significantly associated with a lower risk of CVD and all cause mortality. Increasing fruit and vegetable consumption, especially fruit, in the general population would prevent CVD and premature mortality.
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Park HA. Fruit Intake to Prevent and Control Hypertension and Diabetes. Korean J Fam Med 2021; 42:9-16. [PMID: 33524250 PMCID: PMC7884895 DOI: 10.4082/kjfm.20.0225] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 10/11/2020] [Indexed: 01/10/2023] Open
Abstract
Fruits are considered healthy because of their high antioxidant, vitamin, mineral, fiber, and phytochemical contents. However, their high sugar content is a concern for glucose, lipid, and uric acid metabolism. We reviewed related articles published in the last 10 years and summarized evidence that relates fruit intake to the prevention and control of hypertension and diabetes mellitus. Clinicians should familiarize themselves with appropriate fruit intake to counsel at-risk patients on hypertension and diabetes.
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Affiliation(s)
- Hyun Ah Park
- Department of Family Medicine, Inje University Seoul Paik Hospital, Inje University College of Medicine, Seoul, Korea
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18
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Tang L, Zhao Q, Han W, Li K, Li J. Association of cardiovascular risk factor clustering and prehypertension among adults:Results from the China health and retirement longitudinal study baseline. Clin Exp Hypertens 2020; 42:315-321. [PMID: 31394956 DOI: 10.1080/10641963.2019.1652633] [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: 10/26/2022]
Abstract
Background: Prehypertension is common in China, but its causes and associated factors have not been well studied. This study aimed to examine the age and gender-specific associations between CVD risk factor clustering and prehypertension among adults in China.Methods: This cross-sectional study used data from participants (n = 8735) aged over 45 in the China Health and Retirement Longitudinal Study (CHARLS) Baseline conducted from 2011-2012. The participants' data were collected using standard questionnaires, anthropometric, and biochemical tests. Logistic regression analyses were used to examine the associations between cardiovascular risk factors, their clustering and prehypertension.Results: Overall, 21.1%, 39.5%, 27.6% and 11.8% participants had 0, 1, 2, ≥ 3 CVD risk factors in prehypertension group, respectively. Diabetes and overweight/obesity were significantly associated with prehypertension (OR, 1.24; 95% confidence interval [CI], 1.06-1.44; OR, 1.55; 95% CI, 1.38-1.75) in the overall population, and diabetes was associated with prehypertension only in men (OR, 1.26; 95% CI, 1.00-1.58) and older adults (OR, 1.32; 95% CI, 1.03-1.69). Moreover, participants with 1, 2 and ≥3 risk factors had increased odds of having prehypertension (OR, 1.29; 95% CI, 1.12-1.49; OR, 1.59; 95% CI, 1.31-1.78; OR, 2.05; 95% CI, 1.66-2.53, respectively) and existed dose-response relationship, regardless of age and gender.Conclusions: This study indicated that CVD risk factor clustering was significantly associated with prehypertension and hypertension. These results provide valuable information for health professionals to better understand the impact of CVD risk factor clustering on prehypertension and hypertension.
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Affiliation(s)
- Liya Tang
- School of Nursing, Jilin University, Changchun, China
| | - Qiheng Zhao
- Department of orthopedics, China-Japan Union Hospital, Jilin University, Changchun, China
| | - Wenwen Han
- School of Nursing, Jilin University, Changchun, China
| | - Kun Li
- School of Nursing, Jilin University, Changchun, China
| | - Junxin Li
- School of Nursing, Johns Hopkins University, Baltimore, MD, USA
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Yuan S, Yu HJ, Liu MW, Tang BW, Zhang J, Gasevic D, Larsson SC, He QQ. Fat Intake and Hypertension Among Adults in China: The Modifying Effects of Fruit and Vegetable Intake. Am J Prev Med 2020; 58:294-301. [PMID: 31735481 DOI: 10.1016/j.amepre.2019.09.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 09/02/2019] [Accepted: 09/03/2019] [Indexed: 01/13/2023]
Abstract
INTRODUCTION Evidence on the combined effect of fruit and vegetable intake and total fat intake on hypertension is scarce. This study aimed to explore the relationship among fruit and vegetable intake, fat intake, and hypertension risk among Chinese adults. METHODS Individuals who participated in the China Health and Nutrition Survey (2004, 2006, 2009, and 2011) and were free of hypertension at baseline (n=4,368) were categorized into quartiles (Q1, lowest; Q4, highest) according to their dietary fruit and vegetable intake and fat intake. Generalized estimation equation models, adjusted for confounders, were used to explore the relationship of fat intake with hypertension and systolic and diastolic blood pressure among all adults and within quartiles of fruit and vegetable intake. Data analyses were performed in 2018. RESULTS A total of 1,086 adults developed hypertension during follow-up. In the total population, the OR of the highest quartile of fat intake was 1.40 (95% CI=1.12, 1.75) compared with the lowest. Among individuals with low fruit and vegetable intake, the odds of hypertension for those in Q3 (OR=1.97, 95% CI=1.37, 2.83) and Q4 (OR=1.81, 95% CI=1.14, 2.90) of fat intake, compared with individuals in Q1, were even higher than for the overall sample. For each 50-gram increase in FI per day, the ORs of hypertension increased from fat intake Q1 to Q4 among all respondents and those with low fruit and vegetable intake, but not among those with high fruit and vegetable intake. Systolic blood pressure increased by 1.08 mm Hg (95% CI=0.03, 2.13) per 50-gram fat intake per day increment in the fruit and vegetable intake Q1 group, whereas the association was not significant in the fruit and vegetable intake Q2-Q4 groups. CONCLUSIONS Fruit and vegetable intake modifies the relationship between fat intake and hypertension, whereby high fruit and vegetable intake may offset the detrimental effect of fat intake on hypertension. Increased fruit and vegetable intake and controlled fat intake are recommended to prevent hypertension in Chinese adults.
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Affiliation(s)
- Shuai Yuan
- School of Health Sciences, Wuhan University, Wuhan City, Hubei Province, Wuhan, China; Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Hong-Jie Yu
- School of Health Sciences, Wuhan University, Wuhan City, Hubei Province, Wuhan, China
| | - Ming-Wei Liu
- School of Health Sciences, Wuhan University, Wuhan City, Hubei Province, Wuhan, China
| | - Bo-Wen Tang
- School of Health Sciences, Wuhan University, Wuhan City, Hubei Province, Wuhan, China
| | - Jie Zhang
- School of Health Sciences, Wuhan University, Wuhan City, Hubei Province, Wuhan, China
| | - Danijela Gasevic
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Susanna C Larsson
- Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Qi-Qiang He
- School of Health Sciences, Wuhan University, Wuhan City, Hubei Province, Wuhan, China.
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Implant-supported fixed prosthesis improves nutrient intake in patients with partial edentulous posterior regions. J Prosthodont Res 2019; 63:411-414. [DOI: 10.1016/j.jpor.2019.03.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Revised: 03/22/2019] [Accepted: 03/25/2019] [Indexed: 11/21/2022]
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Predictors of Hypertension among Adult Female Population in Kpone-Katamanso District, Ghana. Int J Hypertens 2019; 2019:1876060. [PMID: 31308975 PMCID: PMC6594299 DOI: 10.1155/2019/1876060] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Revised: 04/26/2019] [Accepted: 05/28/2019] [Indexed: 01/01/2023] Open
Abstract
Background. Hypertension is an independent risk factor of cardiovascular disease, which is one of the biggest health challenges today. The objective of this study was to estimate the prevalence of the problem and other factors related to hypertension among women who are 25 years and above. Methods. A community-based cross-sectional study was conducted from September and November 2017. A multistage cluster sampling technique was used to select the study participants. The data was collected using a structured questionnaire and physical measurements adapted from "WHO STEPwise approach to chronic disease risk factor surveillance (STEPS)." Data were examined using the SPSS program IBM version 20. Descriptive statistics, including proportions, frequencies, and cross-tabulations, were used to summarize the study variables. A binary logistic regression was fitted variable with a p value of < 0.7. The bivariable analyses were entered in the multivariable analysis to control the possible effect of confounders. Multivariable logistic regression analysis was used to identify factors associated with hypertension. The Adjusted Odds Ratio (AOR) with a 95 % Confidence Interval (CI) was computed to show the level of certainty. A p value of <0.05 was considered statistically significant. Results. The study indicated that the prevalence of hypertension (BP ≥ 140/90 mmHg) was 33.8% (95% CI 27.4-40.2) which increased with age. At the time of the study, women aged 45-64 years [AOR =2.19, (95% CI: 1.11-4.34, p<0.02)] and 65+ years [AOR =5.13, (95% CI: 2.20-11.99), p<0.001] were two to five times as likely as those with age of 25-44 years to be hypertensive. Women who had a higher body mass index (BMI) ≥30 kg/m2were two times as likely as those with normal weight to be hypertensive [AOR 2.38, (95% CI; 1.14-4.95, p<0.02)]. Women who did not consume fresh fruit daily were three times as likely as those women who consume fresh fruit daily to be hypertensive [AOR 3.17 (95% CI; 1.05-9.55, p<0.04)]. Conclusion. Increasing age, obesity, and women who did not consume fresh fruits daily were associated with hypertension, indicating opportunities for health education and other prevention measures.
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