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Su Q, Gong J, Chen Y, Li X, Huang X, Qiu W, Chen H, Du S, Ye W. Reproducibility and relative validity of a quantitative food frequency questionnaire developed for adults in the coastal area of southeast China. Eur J Nutr 2025; 64:186. [PMID: 40418397 DOI: 10.1007/s00394-025-03704-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2024] [Accepted: 05/07/2025] [Indexed: 05/27/2025]
Abstract
PURPOSE To evaluate the reproducibility and validity of a 93-item food frequency questionnaire (FFQ) designed to assess usual dietary habits over the past year among adults in the southeast coastal region of China. METHODS Qualified dietary data of 477 subjects (75.26% female, mean age = 59.7 years) were collected via two FFQs over approximately 15 months, alongside four 4-day 24-hour dietary recalls (24 h-DRs) at average intervals of four months. The analysis included 25 general nutrients, 14 particular nutrients and 12 food groups. Wilcoxon signed-rank test, correlation coefficients, cross-classification with weighted kappa statistic and Bland-Altman plots were used for comparison. RESULTS For reproducibility, the Spearman, Pearson, and intraclass correlation coefficients between two FFQs ranged from 0.24 to 0.53, 0.21 to 0.53 and 0.19 to 0.53, respectively. After adjusting for energy intake, most coefficients either decreased or remained unchanged. The rates of agreement in classifying subjects in the same or adjacent quartile fell between 62% and 84% for both FFQs. Regarding validity, the crude Spearman, energy-adjusted and de-attenuated Pearson correlation coefficients between FFQs and 24 h-DRs ranged from 0.17 to 0.59, 0.12 to 0.54, and 0.13 to 0.57, respectively. Over 58% of subjects were classified into the same and adjacent categories by both methods. Weighted kappa statistic and Bland-Altman plots demonstrated acceptable concordance. CONCLUSION The FFQ developed for adults in the specific coastal region of China, aiming to be used in a population-based cohort study, demonstrates acceptable reproducibility and validity to measure the dietary intakes of certain nutrients and foods.
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Affiliation(s)
- Qingling Su
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, China
| | - Jiamin Gong
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, China
| | - Yifeng Chen
- Department of Preventive Medicine, School of Public Health, Fujian Medical University, Fuzhou, Fujian, China
| | - Xiaoyun Li
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, China
| | - Xiaoyin Huang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, China
| | - Weihong Qiu
- Institute of Population Medicine, Fujian Medical University, Fuzhou, Fujian, China
| | - Henggui Chen
- Department of Preventive Medicine, School of Public Health, Fujian Medical University, Fuzhou, Fujian, China
| | - Shanshan Du
- Institute of Population Medicine, Fujian Medical University, Fuzhou, Fujian, China.
| | - Weimin Ye
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, China.
- Institute of Population Medicine, Fujian Medical University, Fuzhou, Fujian, China.
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
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Zhang H, Shi L, Tian N, Zhu M, Liu C, Hou T, Du Y. Association of the atherogenic index of plasma with cognitive function and oxidative stress: A population-based study. J Alzheimers Dis 2025:13872877251334826. [PMID: 40336259 DOI: 10.1177/13872877251334826] [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: 05/09/2025]
Abstract
BackgroundAtherosclerosis contributes to cognitive dysfunction and Alzheimer's disease-related pathologies. Atherogenic index of plasma (AIP) is a novel and composite biomarker can predict atherosclerosis.ObjectiveThis study aims to (1) examine the association between the AIP and cognitive performance, and (2) explore the mediating role of oxidative stress biomarkers in this relationship.Methods1466 participants over the age of 60 were included from 2011-2014 NHANES. AIP was calculated through log-transformed triglyceride to high-density lipoprotein cholesterol ratios. The assessment of cognition was conducted using the Consortium to Establish a Registry for Alzheimer's Disease (CERAD) test. Weighted linear regression model and restricted cubic spline were carried out to determine the associations between AIP and CERAD scores. The mediation analyses were conducted to assess whether oxidative stress mediates the association.ResultsHigher AIP levels were associated with lower CERAD learning scores. The highest quartile of AIP showed a 0.67-fold decrease (95%CI: -1.30, -0.03; p = 0.041) on the CERAD total score than that in the lowest quartile. Each 1-unit increase in AIP corresponded to reductions in CERAD total and delayed recall scores of approximately 1.09 and 0.54 points, respectively, in the sub-population under 70 years. Moreover, 25(OH)D, an oxidative stress indicator, partially mediated 24% of the association between AIP and the CERAD total score.ConclusionsAIP has the potential to indicate the risk of cognitive aging, especially that for young-old or female older adults. The supplementation of 25(OH)D may reduce atherosclerosis-related cognitive decline, which could provide some strategies for the prevention of dementia.
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Affiliation(s)
- Heng Zhang
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, P.R. China
- Shandong Provincial Clinical Research Centre for Neurological Diseases, Jinan, Shandong, P.R. China
| | - Lin Shi
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, P.R. China
| | - Na Tian
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, P.R. China
- Shandong Provincial Clinical Research Centre for Neurological Diseases, Jinan, Shandong, P.R. China
| | - Min Zhu
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, P.R. China
- Shandong Provincial Clinical Research Centre for Neurological Diseases, Jinan, Shandong, P.R. China
| | - Cuicui Liu
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, P.R. China
- Shandong Provincial Clinical Research Centre for Neurological Diseases, Jinan, Shandong, P.R. China
| | - Tingting Hou
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, P.R. China
- Shandong Provincial Clinical Research Centre for Neurological Diseases, Jinan, Shandong, P.R. China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, P.R. China
| | - Yifeng Du
- Department of Neurology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, P.R. China
- Shandong Provincial Clinical Research Centre for Neurological Diseases, Jinan, Shandong, P.R. China
- Department of Neurology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, P.R. China
- Institute of Brain Science and Brain-Inspired Research, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, P.R. China
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Chen Y, Wang S, Guo H, Han F, Sun B, Li N, Yang H, Chen L. Association of Serum Total Bilirubin to Cholesterol Ratio With Progression of Chronic Kidney Disease in Patients With Type 2 Diabetes: A Retrospective Cohort Study. J Diabetes 2025; 17:e70097. [PMID: 40356408 PMCID: PMC12069979 DOI: 10.1111/1753-0407.70097] [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: 08/13/2024] [Revised: 11/30/2024] [Accepted: 04/25/2025] [Indexed: 05/15/2025] Open
Abstract
AIM To explore the influence of the serum total bilirubin to total cholesterol (TBIL/TC) ratio on the progression of chronic kidney disease (CKD) in people with type 2 diabetes. MATERIALS AND METHODS The present retrospective discovery cohort investigated 4282 patients. The exposure was baseline TBIL/TC ratio. The outcome was the first time to progressing CKD, defined by a drop in the estimated glomerular filtration rate (eGFR) category, along with a reduction in eGFR of at least 25% compared to the baseline value. Hazard ratios (HRs) for CKD progression were evaluated based on the Cox proportional hazards approach. Dose-response relationships were conducted using Restricted Cubic Splines (RCS). Additionally, 758 patients were enrolled as an independent validation cohort. RESULTS During a median observation period of 2.4 years (interquartile range 1.3-3.8 years) within the discovery cohort, 522 individuals showed progression in CKD. The analysis revealed a negative association between the TBIL/TC ratio and the risk of CKD progression, with an adjusted HR of 0.17 and a 95% CI ranging from 0.07 to 0.41. After adjusting for confounding variables, the HRs for the second, third, and fourth quartiles of the TBIL/TC ratio were recorded at 0.61 (95% CI 0.48, 0.78), 0.55 (95% CI 0.42, 0.72), and 0.55 (95% CI 0.41, 0.74), respectively. Analysis with RCS indicated an optimal TBIL/TC ratio threshold of 0.25%. Similar results were also observed in the validation cohort. CONCLUSIONS A higher TBIL/TC ratio was significantly associated with a reduced risk of CKD progression in patients with type 2 diabetes.
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Affiliation(s)
- Yanyan Chen
- NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien‐I Memorial Hospital & Tianjin Institute of EndocrinologyTianjin Medical UniversityTianjinChina
| | - Shanshan Wang
- NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien‐I Memorial Hospital & Tianjin Institute of EndocrinologyTianjin Medical UniversityTianjinChina
| | - Hang Guo
- NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien‐I Memorial Hospital & Tianjin Institute of EndocrinologyTianjin Medical UniversityTianjinChina
| | - Fei Han
- NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien‐I Memorial Hospital & Tianjin Institute of EndocrinologyTianjin Medical UniversityTianjinChina
| | - Bei Sun
- NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien‐I Memorial Hospital & Tianjin Institute of EndocrinologyTianjin Medical UniversityTianjinChina
| | - Nan Li
- Research Center of Clinical EpidemiologyPeking University Third HospitalPekingChina
| | - Hongxi Yang
- Department of Bioinformatics, School of Basic Medical SciencesTianjin Medical UniversityTianjinChina
| | - Liming Chen
- NHC Key Laboratory of Hormones and Development, Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien‐I Memorial Hospital & Tianjin Institute of EndocrinologyTianjin Medical UniversityTianjinChina
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Kipp ZA, Badmus OO, Stec DE, Hall B, Hinds TD. Bilirubin bioconversion to urobilin in the gut-liver-kidney axis: A biomarker for insulin resistance in the Cardiovascular-Kidney-Metabolic (CKM) Syndrome. Metabolism 2025; 163:156081. [PMID: 39580049 DOI: 10.1016/j.metabol.2024.156081] [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: 07/17/2024] [Revised: 10/17/2024] [Accepted: 11/16/2024] [Indexed: 11/25/2024]
Abstract
The rising rates of obesity worldwide have increased the incidence of cardiovascular disease (CVD), making it the number one cause of death. Higher plasma bilirubin levels have been shown to prevent metabolic dysfunction and CVD. However, reducing levels leads to deleterious outcomes, possibly due to reduced bilirubin half-life that escalates the production of its catabolized product, urobilinogen, produced by gut bacteria and naturally oxidized to urobilin. Recent findings suggest that the involvement of the microbiome catabolism of bilirubin to urobilin and its absorption via the hepatic portal vein contributes to CVD, suggesting a liver-gut axis involvement. We discuss the studies that demonstrate that urobilin is frequently raised in the urine of persons with CVD and its probable role in acquiring the disease. Urobilin is excreted from the kidneys into the urine and may serve as a biomarker for Cardiovascular-Kidney-Metabolic (CKM) Syndrome. We deliberate on the newly discovered bilirubin reductase (BilR) bacterial enzyme that produces urobilin. We discuss the bacterial species expressing BilR, how they impact CVD, and whether suppressing urobilin production and increasing bilirubin may provide new therapeutic strategies for CKM. Possible therapeutic mechanisms for achieving this goal are discussed.
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Affiliation(s)
- Zachary A Kipp
- Drug & Disease Discovery D3 Research Center, Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, KY, USA
| | - Olufunto O Badmus
- Department of Physiology and Biophysics, Cardiorenal, and Metabolic Diseases Research Center, University of Mississippi Medical Center, Jackson, MS, USA
| | - David E Stec
- Department of Physiology and Biophysics, Cardiorenal, and Metabolic Diseases Research Center, University of Mississippi Medical Center, Jackson, MS, USA
| | - Brantley Hall
- Center for Bioinformatics and Computational Biology, Department of Cell Biology and Molecular Genetics, University of Maryland, College Park, College Park, MD, USA
| | - Terry D Hinds
- Drug & Disease Discovery D3 Research Center, Department of Pharmacology and Nutritional Sciences, University of Kentucky College of Medicine, Lexington, KY, USA.
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Jiang X, Huang H. The therapeutic potential of apigenin against atherosclerosis. Heliyon 2025; 11:e41272. [PMID: 39811295 PMCID: PMC11732486 DOI: 10.1016/j.heliyon.2024.e41272] [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: 09/10/2024] [Revised: 12/02/2024] [Accepted: 12/15/2024] [Indexed: 01/16/2025] Open
Abstract
Apigenin is a natural flavonoid abundantly found in fruits, vegetables, and medicinal plants. It possesses protective effects against cancer, metabolic syndrome, dyslipidemia, etc. Atherosclerosis, a chronic immune-mediated inflammatory disease, is the underlying cause of coronary heart disease, stroke, and myocardial infarction. Numerous in vivo and in vitro studies have shown a protective effect of apigenin against atherosclerosis, attributed to its antioxidant and anti-inflammatory properties, as well as its antihypertensive effect and regulation of lipid metabolism. This study aimed to review the effects and mechanisms of apigenin against atherosclerosis for the first time. Apigenin displays encouraging results, and this review confirms the potential value of apigenin as a candidate medication for atherosclerosis.
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Affiliation(s)
- Xueqiang Jiang
- Sinopharm Dongfeng General Hospital, Hubei Clinical Research Center of Hypertension, Hubei University of Medicine, Shiyan, 442008, China
| | - Huimin Huang
- Sinopharm Dongfeng General Hospital, Hubei Clinical Research Center of Hypertension, Hubei University of Medicine, Shiyan, 442008, China
- Department of Pharmacy, Xi'an Jiaotong University, Xi'an, 710003, China
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Sun K, Chen M, Kong X, Hou W, Xu Z, Liu L. Cardiac-specific Suv39h1 knockout ameliorates high-fat diet induced diabetic cardiomyopathy via regulating Hmox1 transcription. Life Sci 2025; 360:123258. [PMID: 39580141 DOI: 10.1016/j.lfs.2024.123258] [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: 09/21/2024] [Revised: 11/04/2024] [Accepted: 11/15/2024] [Indexed: 11/25/2024]
Abstract
AIM Diabetic Cardiomyopathy (DCM), a common complication of Type 2 Diabetic Mellitus (T2DM), has been emerging as one of the leading causes of mortality in T2DM patients. During the past decade, although, clinical studies concerning DCM are increasing at an exponential rate, mechanisms underlying this disease still can't be clearly defined. Here, we aim to recognize the function of Suv39h1 in DCM and to explore underlying mechanisms during this disease, providing new insights into DCM and novel guide for clinical therapy development. MATERIALS AND METHODS We employed cardiac specific Suv39h1 knockout mice to reveal the role of Suv39h1 in high-fat diet induced DCM and using human cardiomyocyte line AC16 cells treated with Suv39h1 siRNA or inhibitor Chaetocin to further explore the mechanism during lipotoxicity condition. KEY FINDINGS Cardiac Suv39h1 knockout ameliorated manifestations of DCM, including cardiac function indexes, cardiomyocyte hypertrophy, interstitial fibrosis, along with improved metabolic disorder in mice. Further, interfering human AC16 cardiomyocytes with siSuv39h1 down-regulated lipotoxicity induced cardiac hypertrophy, inflammation, and fibrosis markers. Subsequent mRNA-seq using siSuv39h1 and SCR AC16 cells discovered a well-recognized cytoprotective, anti-oxidant, and anti-inflammation factor-Hmox1, prominently upregulated in Suv39h1 ablation cells versus SCR under lipotoxicity condition. ChIP assay revealed that Suv39h1 could bind to Hmox1 promoter and reversed by Chaetocin or small interfering RNA. SIGNIFICANCE These results suggested that the protective effects in DCM rendered by Suv39h1 ablation may work through activating Hmox1 transcription and protein function, providing new insights into pathogenesis of DCM and novel epigenetic target for clinical DCM therapies.
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Affiliation(s)
- Ke Sun
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, 1 Wenyuan Rd, Nanjing 210023, China
| | - Maohui Chen
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, 1 Wenyuan Rd, Nanjing 210023, China
| | - Xiangyu Kong
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, 1 Wenyuan Rd, Nanjing 210023, China
| | - Weiyuan Hou
- Department of Cardiac Surgery, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Northern Jiangsu Institute of Clinical Medicine, Nanjing Medical University, Huai'an 223001, China
| | - Zhiwei Xu
- Department of Cardiac Surgery, The Affiliated Huai'an No.1 People's Hospital of Nanjing Medical University, Northern Jiangsu Institute of Clinical Medicine, Nanjing Medical University, Huai'an 223001, China.
| | - Li Liu
- Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, 1 Wenyuan Rd, Nanjing 210023, China.
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Huang W, Gan Z, Gao Z, Lin Q, Li X, Xie W, Gao Z, Zhou Z, Qiu Z, Qiu W, Du S, Chen L, Hong H, Ye W. Discrepancies between general and central obesity in arterial stiffness: observational studies and Mendelian randomization study. BMC Med 2024; 22:325. [PMID: 39113079 PMCID: PMC11304581 DOI: 10.1186/s12916-024-03546-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 07/29/2024] [Indexed: 08/11/2024] Open
Abstract
BACKGROUND Obesity has been linked to arterial stiffness, while no consensus was reached on the association. We aimed to clarify the association of general and central obesity with arterial stiffness by combining observational studies and Mendelian randomization (MR) study. METHODS Two cross-sectional studies were performed in UK Biobank and Fuqing Cohort, respectively. Two-sample MR study was conducted using summary data of GWASs from GIANT consortium and UK Biobank. General obesity and central obesity were measured using body mass index (BMI) and waist circumference (WC), respectively. Arterial stiffness was measured by arterial stiffness index (ASI) in UK Biobank or branchial-ankle pulse wave velocity (baPWV) in Fuqing Cohort. RESULTS Two observational studies found a consistent positive association of BMI and WC with arterial stiffness when adjusting for age, sex, education, smoking, alcohol drinking, physical activity, and LDL cholesterol. However, when additionally adjusting for metabolic traits (i.e., systolic blood pressure, diastolic blood pressure, blood glucose, triglycerides, high-density lipoprotein cholesterol, and WC or BMI), the association with BMI changed to be inverse. As compared to the lowest quintile group, the adjusted ORs across groups of second to fifth quintile were 0.93, 0.90, 0.83, and 0.72 in UK Biobank and 0.88, 0.65, 0.63, and 0.50 in Fuqing Cohort. In contrast, the positive relationship with WC remained stable with the adjusted ORs of 1.23, 1.46, 1.60, and 1.56 in UK Biobank and 1.35, 1.44, 1.77, and 1.64 in Fuqing Cohort. MR analyses provided supportive evidence of the negative association with BMI (OR = 0.97, 95%CI = 0.94-1.00) and the positive association with WC (OR = 1.14, 95%CI = 1.08-1.20). CONCLUSIONS Observational and genetic analyses provide concordant results that central obesity is independently related to arterial stiffness, while the role of general obesity depends on metabolic status.
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Affiliation(s)
- Wuqing Huang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, University Town, No 1, Xue Yuan Road, Fujian, 350108, China
| | - Zhaojing Gan
- Department of Geriatrics, Fujian Key Laboratory of Vascular Aging, Fujian Institute of Geriatrics, Union Hospital, Fujian Medical University,, Fujian, 350001, China
| | - Ziting Gao
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, University Town, No 1, Xue Yuan Road, Fujian, 350108, China
| | - Qiaofen Lin
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, University Town, No 1, Xue Yuan Road, Fujian, 350108, China
| | - Xiaojiang Li
- Department of Geriatrics, Fujian Key Laboratory of Vascular Aging, Fujian Institute of Geriatrics, Union Hospital, Fujian Medical University,, Fujian, 350001, China
| | - Wenhui Xie
- Department of Geriatrics, Fujian Key Laboratory of Vascular Aging, Fujian Institute of Geriatrics, Union Hospital, Fujian Medical University,, Fujian, 350001, China
| | - Zesen Gao
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, University Town, No 1, Xue Yuan Road, Fujian, 350108, China
| | - Zhixian Zhou
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, University Town, No 1, Xue Yuan Road, Fujian, 350108, China
| | - Ziyi Qiu
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, University Town, No 1, Xue Yuan Road, Fujian, 350108, China
| | - Weihong Qiu
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, University Town, No 1, Xue Yuan Road, Fujian, 350108, China
| | - Shanshan Du
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, University Town, No 1, Xue Yuan Road, Fujian, 350108, China
| | - Liangwan Chen
- Department of Cardiovascular Surgery, Union Hospital, Fujian Medical University, No. 29 Xinquan Road, Fuzhou , Fujian, 350001, China.
- Key Laboratory of Cardio-Thoracic Surgery, Fujian Medical University, Fuzhou, Fujian, China.
| | - Huashan Hong
- Department of Geriatrics, Fujian Key Laboratory of Vascular Aging, Fujian Institute of Geriatrics, Union Hospital, Fujian Medical University,, Fujian, 350001, China.
| | - Weimin Ye
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, University Town, No 1, Xue Yuan Road, Fujian, 350108, China.
- Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China.
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
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Xiao J, Wei H, Gao Z, Chen L, Ye W, Huang W. Differential age-specific associations of LDL cholesterol and body mass index with coronary heart disease. Atherosclerosis 2024; 393:117542. [PMID: 38652975 DOI: 10.1016/j.atherosclerosis.2024.117542] [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: 12/19/2023] [Revised: 03/13/2024] [Accepted: 04/09/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND AND AIMS Low-density lipoprotein cholesterol (LDLc) and body mass index (BMI) are not always correlated and their relationship is probably dependent on age, indicating differential age-specific associations of these factors with health outcomes. We aim to discriminate the roles of LDLc and BMI in coronary heart disease (CHD) across different age groups. METHODS This is a prospective cohort study of 368,274 participants aged 38-73 years and free of CHD at baseline. LDLc and BMI were measured at baseline, and incident CHD was the main outcome. Cox proportional hazards model and restricted cubic spline (RCS) regression were used to estimate hazard ratio (HR) and 95% confidence interval (CI) of exposure on CHD. RESULTS After a mean of 12 years of follow-up, similar relationships of LDLc and BMI with CHD risk were observed in the overall population but in differential age-specific patterns. Across the age groups of <50, 50-54, 55-59, 60-64 and ≥ 65 years, the LDLc-CHD association diminished with the adjusted HRs decreasing from 1.35, 1.26, 1.19, 1.11 to 1.08; while no declining trend was found in BMI-CHD relationship with the adjusted HRs of 1.15, 1.11, 1.12, 1.13 and 1.15, respectively. The interaction and mediation between LDLc and BMI on CHD risk were more pronounced at young-age groups. LDLc-CHD but not BMI-CHD association was dependent on sex, metabolic syndrome and lipid-lowering drugs use. CONCLUSIONS There were differential age-specific associations of LDLc and BMI with the risk of developing CHD, calling for future efforts to discriminate the age-different benefits from lipids management or weight control on the primary prevention for CHD.
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Affiliation(s)
- Jun Xiao
- Department of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China; Fujian Provincial Clinical Research Center for Cardiovascular Diseases Heart Center of Fujian Medical University, Fuzhou, Fujian, China
| | - Hongye Wei
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, China
| | - Ziting Gao
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, China
| | - Liangwan Chen
- Department of Cardiovascular Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian, China; Fujian Provincial Clinical Research Center for Cardiovascular Diseases Heart Center of Fujian Medical University, Fuzhou, Fujian, China.
| | - Weimin Ye
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, China; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
| | - Wuqing Huang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, China.
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Li J, Yang S, Liu D, Yan Q, Guo H, Jiang Z. Neoagarotetraose Alleviates Atherosclerosis via Modulating Cholesterol and Bile Acid Metabolism in ApoE -/- Mice. Nutrients 2024; 16:1502. [PMID: 38794740 PMCID: PMC11124046 DOI: 10.3390/nu16101502] [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: 04/25/2024] [Revised: 05/10/2024] [Accepted: 05/12/2024] [Indexed: 05/26/2024] Open
Abstract
Atherosclerosis is closely associated with metabolic disorders such as cholesterol accumulation, bile acid metabolism, and gut dysbiosis. Neoagarotetraose supplementation has been shown to inhibit obesity and alleviate type 2 diabetes, but its effects on modulating the development of atherosclerosis remain unexplored. Therefore, the present study was conducted to investigate the protective effects and potential mechanisms of neoagarotetraose on high-fat, high-cholesterol diet (HFHCD)-induced atherosclerosis in ApoE-/- mice. The results showed that neoagarotetraose supplementation decreased the atherosclerotic lesion area by 50.1% and the aortic arch lesion size by 80.4% compared to the HFHCD group. Furthermore, neoagarotetraose supplementation led to a significant reduction in hepatic lipid content, particularly non-high-density lipoprotein cholesterol. It also resulted in a substantial increase in total bile acid content in both urine and fecal samples by 3.0-fold and 38.7%, respectively. Moreover, neoagarotetraose supplementation effectively downregulated the intestinal farnesoid X receptor by 35.8% and modulated the expressions of its associated genes in both the liver and intestine. In addition, correlation analysis revealed strong associations between gut microbiota composition and fecal bile acid levels. These findings highlight the role of gut microbiota in neoagarotetraose-mitigating atherosclerosis in HFHCD-fed ApoE-/- mice. This study indicates the potential of neoagarotetraose as a functional dietary supplement for the prevention of atherosclerosis.
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Affiliation(s)
- Junyi Li
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; (J.L.); (S.Y.); (D.L.)
| | - Shaoqing Yang
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; (J.L.); (S.Y.); (D.L.)
| | - Dan Liu
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; (J.L.); (S.Y.); (D.L.)
| | - Qiaojuan Yan
- College of Engineering, China Agricultural University, Beijing 100083, China;
| | - Huiyuan Guo
- Department of Nutrition and Health, China Agricultural University, Beijing 100083, China;
| | - Zhengqiang Jiang
- Key Laboratory of Food Bioengineering (China National Light Industry), College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China; (J.L.); (S.Y.); (D.L.)
- Food Laboratory of Zhongyuan, Luohe 462000, China
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10
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Sidorova YS, Petrov NA, Markova YM, Kolobanov AI, Zorin SN. The Influence of a High-Cholesterol Diet and Forced Training on Lipid Metabolism and Intestinal Microbiota in Male Wistar Rats. Int J Mol Sci 2024; 25:5383. [PMID: 38791421 PMCID: PMC11121228 DOI: 10.3390/ijms25105383] [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: 04/06/2024] [Revised: 05/06/2024] [Accepted: 05/13/2024] [Indexed: 05/26/2024] Open
Abstract
Adequate experimental animal models play an important role in an objective assessment of the effectiveness of medicines and functional foods enriched with biologically active substances. The aim of our study was a comparative assessment of the effect of consumption of 1 or 2% cholesterol with and without regular (two times a week), moderate running exercise on the main biomarkers of lipid and cholesterol metabolism, as well as the intestinal microbiota of male Wistar rats. In experimental rats, a response of 39 indicators (body weight, food consumption, serum biomarkers, liver composition, and changes in intestinal microbiota) was revealed. Total serum cholesterol level increased 1.8 times in animals consuming cholesterol with a simultaneous increase in low-density lipoprotein cholesterol (2 times) and decrease in high-density lipoprotein cholesterol (1.3 times) levels compared to the control animals. These animals had 1.3 times increased liver weight, almost 5 times increased triglycerides level, and more than 6 times increased cholesterol content. There was a tendency towards a decrease in triglycerides levels against the background of running exercise. The consumption of cholesterol led to a predominance of the Bacteroides family, due to a decrease in F. prausnitzii (1.2 times) and bifidobacteria (1.3 times), as well as an increase in Escherichia family (1.2 times). The running exercise did not lead to the complete normalization of microbiota.
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Affiliation(s)
- Yuliya S. Sidorova
- Federal Research Centre of Nutrition and Biotechnology, 109240 Moscow, Russia; (N.A.P.); (Y.M.M.); (A.I.K.); (S.N.Z.)
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11
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Punzo A, Silla A, Fogacci F, Perillo M, Cicero AFG, Caliceti C. Bile Acids and Bilirubin Role in Oxidative Stress and Inflammation in Cardiovascular Diseases. Diseases 2024; 12:103. [PMID: 38785758 PMCID: PMC11119340 DOI: 10.3390/diseases12050103] [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: 04/06/2024] [Revised: 05/10/2024] [Accepted: 05/11/2024] [Indexed: 05/25/2024] Open
Abstract
Bile acids (BAs) and bilirubin, primarily known for their role in lipid metabolism and as heme catabolite, respectively, have been found to have diverse effects on various physiological processes, including oxidative stress and inflammation. Indeed, accumulating evidence showed that the interplay between BAs and bilirubin in these processes involves intricate regulatory mechanisms mediated by specific receptors and signaling pathways under certain conditions and in specific contexts. Oxidative stress plays a significant role in the development and progression of cardiovascular diseases (CVDs) due to its role in inflammation, endothelial dysfunction, hypertension, and other risk factors. In the cardiovascular (CV) system, recent studies have suggested that BAs and bilirubin have some opposite effects related to oxidative and inflammatory mechanisms, but this area of research is still under investigation. This review aims to introduce BAs and bilirubin from a biochemical and physiological point of view, emphasizing their potential protective or detrimental effects on CVDs. Moreover, clinical studies that have assessed the association between BAs/bilirubin and CVD were examined in depth to better interpret the possible link between them.
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Affiliation(s)
- Angela Punzo
- Department of Biomedical and Neuromotor Sciences, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.P.); (M.P.); (C.C.)
- Biostructures and Biosystems National Institute (INBB), 00136 Rome, Italy
| | - Alessia Silla
- Department for Life Quality Studies, Alma Mater Studiorum, University of Bologna, 47921 Rimini, Italy;
| | - Federica Fogacci
- Hypertension and Cardiovascular Risk Research Center, Medical and Surgery Sciences Dept., Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy;
| | - Matteo Perillo
- Department of Biomedical and Neuromotor Sciences, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.P.); (M.P.); (C.C.)
| | - Arrigo F. G. Cicero
- Hypertension and Cardiovascular Risk Research Center, Medical and Surgery Sciences Dept., Alma Mater Studiorum, University of Bologna, 40138 Bologna, Italy;
- Cardiovascular Medicine Unit, IRCCS AOU di Bologna, 40138 Bologna, Italy
| | - Cristiana Caliceti
- Department of Biomedical and Neuromotor Sciences, Alma Mater Studiorum, University of Bologna, 40126 Bologna, Italy; (A.P.); (M.P.); (C.C.)
- Biostructures and Biosystems National Institute (INBB), 00136 Rome, Italy
- Interdepartmental Centre for Industrial Agrofood Research—CIRI Agrofood, University of Bologna, 47521 Cesena, Italy
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12
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Wang Y, Chen C, Lin Q, Su Q, Dai Y, Chen H, He T, Li X, Feng R, Huang W, Hu Z, Chen J, Du S, Guo P, Ye W. The ratio of systolic and diastolic pressure is associated with carotid and femoral atherosclerosis. Front Cardiovasc Med 2024; 11:1353945. [PMID: 38525189 PMCID: PMC10957569 DOI: 10.3389/fcvm.2024.1353945] [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: 12/11/2023] [Accepted: 02/21/2024] [Indexed: 03/26/2024] Open
Abstract
Background Although the impact of hypertension on carotid intima-media thickness (IMT) and plaques has been well established, its association with femoral IMT and plaques has not been extensively examined. In addition, the role of the ratio of systolic and diastolic pressure (SDR) in the subclinical atherosclerosis (AS) risk remains unknown. We assessed the relationship between SDR and carotid and femoral AS in a general population. Methods A total of 7,263 participants aged 35-74 years enrolled from January 2019 to June 2021 in a southeast region of China were included in a cross-sectional study. Systolic and diastolic blood pressure (SBP and DBP) were used to define SDR. Ultrasonography was applied to assess the AS, including thickened IMT (TIMT) and plaque in the carotid and femoral arteries. Logistic regression and restricted cubic spline (RCS) models were the main approaches. Results The prevalence of TIMT, plaque, and AS were 17.3%, 12.4%, and 22.7% in the carotid artery; 15.2%, 10.7%, and 19.5% in the femoral artery; and 23.8%, 17.9% and 30.0% in either the carotid or femoral artery, respectively. Multivariable logistic regression analysis found a significant positive association between high-tertile SDR and the higher risk of overall TIMT (OR = 1.28, 95% CI = 1.10-1.49), plaques (OR = 1.36, 95%CI = 1.16-1.61), or AS (OR = 1.36, 95% CI = 1.17-1.57), especially in the carotid artery. RCS analysis further revealed the observed positive associations were linear. Further analyses showed that as compared to the low-tertile SDR and non-hypertension group, high-tertile SDR was associated with increased risks of overall and carotid TIMT, plaques, or AS in both groups with or without hypertension. Conclusions SDR is related to a higher risk of subclinical AS, regardless of hypertension or not, suggesting that as a readily obtainable index, SDR can contribute to providing additional predictive value for AS.
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Affiliation(s)
- Yuanping Wang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Cheng Chen
- Department of Vascular Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Qiaofen Lin
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Qingling Su
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Yiquan Dai
- Department of Vascular Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Hongyu Chen
- Department of Vascular Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Tianmin He
- Department of Vascular Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Xiantao Li
- Department of Vascular Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Ruimei Feng
- Department of Epidemiology, School of Public Health, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Wuqing Huang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Zhijian Hu
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Jun Chen
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Shanshan Du
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
| | - Pingfan Guo
- Department of Vascular Surgery, The First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Weimin Ye
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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13
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Chen J, Zhang WC, Tang XQ, Yin RH, Wang T, Wei XY, Pan CJ. Predictive value of bilirubin and serum γ-glutamyltranspeptidase levels in type-2 diabetes mellitus patients with acute coronary syndrome. World J Diabetes 2024; 15:34-42. [PMID: 38313856 PMCID: PMC10835495 DOI: 10.4239/wjd.v15.i1.34] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 11/13/2023] [Accepted: 12/08/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Cardiovascular disease is a major complication of diabetes mellitus (DM). Type-2 DM (T2DM) is associated with an increased risk of cardiovascular events and mortality, while serum biomarkers may facilitate the prediction of these outcomes. Early differential diagnosis of T2DM complicated with acute coronary syndrome (ACS) plays an important role in controlling disease progression and improving safety. AIM To investigate the correlation of serum bilirubin and γ-glutamyltranspeptidase (γ-GGT) with major adverse cardiovascular events (MACEs) in T2DM patients with ACS. METHODS The clinical data of inpatients from January 2022 to December 2022 were analyzed retrospectively. According to different conditions, they were divided into the T2DM complicated with ACS group (T2DM + ACS, n = 96), simple T2DM group (T2DM, n = 85), and simple ACS group (ACS, n = 90). The clinical data and laboratory indices were compared among the three groups, and the correlations of serum total bilirubin (TBIL) levels and serum γ-GGT levels with other indices were discussed. T2DM + ACS patients received a 90-day follow-up after discharge and were divided into event (n = 15) and nonevent (n = 81) groups according to the occurrence of MACEs; Univariate and multivariate analyses were further used to screen the independent influencing factors of MACEs in patients. RESULTS The T2DM + ACS group showed higher γ-GGT, total cholesterol, low-density lipoprotein cholesterol (LDL-C) and glycosylated hemoglobin (HbA1c) and lower TBIL and high-density lipoprotein cholesterol levels than the T2DM and ACS groups (P < 0.05). Based on univariate analysis, the event and nonevent groups were significantly different in age (t = 3.3612, P = 0.0011), TBIL level (t = 3.0742, P = 0.0028), γ-GGT level (t = 2.6887, P = 0.0085), LDL-C level (t = 2.0816, P = 0.0401), HbA1c level (t = 2.7862, P = 0.0065) and left ventricular ejection fraction (LEVF) levels (t=3.2047, P = 0.0018). Multivariate logistic regression analysis further identified that TBIL level and LEVF level were protective factor for MACEs, and age and γ-GGT level were risk factors (P < 0.05). CONCLUSION Serum TBIL levels are decreased and γ-GGT levels are increased in T2DM + ACS patients, and the two indices are significantly negatively correlated. TBIL and γ-GGT are independent influencing factors for MACEs in such patients.
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Affiliation(s)
- Jie Chen
- Radiology Department, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou 213164, Jiangsu Province, China
| | - Wan-Chao Zhang
- Radiology Department, The People’s Hospital of WuQia County, Wuqia 845450, Xinjiang Uygur Autonomous Region, China
| | - Xiao-Qiang Tang
- Radiology Department, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou 213164, Jiangsu Province, China
| | - Ruo-Han Yin
- Radiology Department, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou 213164, Jiangsu Province, China
| | - Tao Wang
- Radiology Department, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou 213164, Jiangsu Province, China
| | - Xiao-Yu Wei
- Radiology Department, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou 213164, Jiangsu Province, China
| | - Chang-Jie Pan
- Radiology Department, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou 213164, Jiangsu Province, China
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14
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Su Q, Ye W. Response by Su and Ye to Letter Regarding Article, "Association Between Serum Bilirubin, Lipid Levels, and Prevalence of Femoral and Carotid Atherosclerosis: A Population-Based Cross-Sectional Study". Arterioscler Thromb Vasc Biol 2023; 43:e123. [PMID: 36947607 DOI: 10.1161/atvbaha.123.319052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2023]
Affiliation(s)
- Qingling Su
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China (Q.S., W.Y.)
| | - Weimin Ye
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, China (Q.S., W.Y.)
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden (W.Y.)
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15
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Zhao Y, Fu W, Wang L. Letter by Zhao et al Regarding Article, "Association Between Serum Bilirubin, Lipid Levels, and Prevalence of Femoral and Carotid Atherosclerosis: A Population-Based Cross-Sectional Study". Arterioscler Thromb Vasc Biol 2023; 43:e121-e122. [PMID: 36947605 DOI: 10.1161/atvbaha.122.318939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2023]
Affiliation(s)
- Yufei Zhao
- Department of Vascular Surgery, Zhongshan Hospital, Fudan University, Shanghai, China (Y.Z., W.F., L.W.)
- Vascular Surgery Institute of Fudan University, Shanghai, China (Y.Z., W.F., L.W.)
- National Clinical Research Center for Interventional Medicine, Shanghai, China (Y.Z., W.F., L.W.)
| | - Weiguo Fu
- Department of Vascular Surgery, Zhongshan Hospital, Fudan University, Shanghai, China (Y.Z., W.F., L.W.)
- Vascular Surgery Institute of Fudan University, Shanghai, China (Y.Z., W.F., L.W.)
- National Clinical Research Center for Interventional Medicine, Shanghai, China (Y.Z., W.F., L.W.)
- Department of Vascular Surgery, Xiamen Branch, Zhongshan hospital, Fudan University, China (W.F., L.W.)
| | - Lixin Wang
- Department of Vascular Surgery, Zhongshan Hospital, Fudan University, Shanghai, China (Y.Z., W.F., L.W.)
- Vascular Surgery Institute of Fudan University, Shanghai, China (Y.Z., W.F., L.W.)
- National Clinical Research Center for Interventional Medicine, Shanghai, China (Y.Z., W.F., L.W.)
- Department of Vascular Surgery, Xiamen Branch, Zhongshan hospital, Fudan University, China (W.F., L.W.)
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16
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Huang W, Feng R, Xu X, Ma M, Chen J, Wang J, Hu Z, Du S, Ye W. Loss of Anthropometry-Lipids Relationship in Obese Adults: A Cross-Sectional Study in Southern China. Clin Epidemiol 2023; 15:191-201. [PMID: 36825208 PMCID: PMC9942499 DOI: 10.2147/clep.s400150] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Accepted: 02/11/2023] [Indexed: 02/19/2023] Open
Abstract
Background Emerging data suggest that the interpretation of the association between obesity and lipids appears to be oversimplified. This study aimed to quantify the complex relationships between anthropometric indices and lipid profile. Methods This is a cross-sectional study including 9620 participants in Southern China. Anthropometric indices included the indices of general obesity (ie, body mass index (BMI)) and central obesity (ie, waist circumference (WC) and waist-to-hip ratio (WHR)). Lipids included low-density lipoprotein cholesterol (LDLc) and atherogenic lipids (ie, high-density lipoprotein cholesterol (HDLc), triglycerides (TG) and TG/HDLc ratio). LOESS regression and general linear model were the main statistical methods. Results Almost all associations between anthropometric indices and lipids were lost in obese adults. The loss of association occurred quicker with LDLc than that with atherogenic lipids; the break point for the association loss was at BMI of 24 kg/m2 with LDLc (Slope Below break-point = 1.81, P<0.001; Slope Above break-point = 0.29, P=0.121), while at 28 kg/m2 with HDLC (Slope Below break-point = -1.41, P<0.001; Slope Above break-point = 0.07, P=0.666) or TG (Slope Below break-point = 4.96, P<0.001; Slope Above break-point = 2.93, P=0.01), and at 30 kg/m2 with TG/HDLc ratio (Slope Below break-point = 0.15, P<0.001; Slope Above break-point= 0.01, P=0.936), respectively. Similar relationships were found for WC and WHR. Besides, the presence of other metabolic disorders contributed to the loss of anthropometry-lipids relationships, for example, the BMI-LDLc association attenuated to null in both obese adults and non-obese population but with more than one other metabolic disorders. Conclusion The relationships were lost between anthropometric indices and lipids in obese adults with different break points across different lipids, which appeared to be dependent on metabolic status.
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Affiliation(s)
- Wuqing Huang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
| | - Ruimei Feng
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
| | - Xin Xu
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
| | - Mingyang Ma
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
| | - Jun Chen
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
| | - Junzhuo Wang
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
| | - Zhijian Hu
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, People’s Republic of China,Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People’s Republic of China
| | - Shanshan Du
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, People’s Republic of China
| | - Weimin Ye
- Department of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, Fuzhou, Fujian, People’s Republic of China,Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People’s Republic of China,Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden,Correspondence: Weimin Ye; Shanshan Du, Fujian Medical University, No. 1, Xue Yuan Road, University Town, Fuzhou City, Fujian Province, 350108, People’s Republic of China, Tel +86 591 2286 2023, Fax +86 591 2286 2510, Email ;
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