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Lan J, Zhou X, Huang Q, Zhao L, Li P, Xi M, Luo M, Wu Q, Tang L. Development and validation of a simple-to-use nomogram for self-screening the risk of dyslipidemia. Sci Rep 2023; 13:9169. [PMID: 37280274 DOI: 10.1038/s41598-023-36281-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 05/31/2023] [Indexed: 06/08/2023] Open
Abstract
This study aimed to help healthy adults achieve self-screening by analyzing the quantitative relationship between body composition index measurements (BMI, waist-to-hip ratio, etc.) and dyslipidemia and establishing a logical risk prediction model for dyslipidemia. We performed a cross-sectional study and collected relevant data from 1115 adults between November 2019 and August 2020. The least absolute shrinkage selection operator (LASSO) regression analysis was performed to select the best predictor variables, and multivariate logistic regression analysis was used to construct the prediction model. In this study, a graphic tool including 10 predictor variables (a "nomogram," see the precise definition in the text) was constructed to predict the risk of dyslipidemia in healthy adults. A calibration diagram, receiver operating characteristic (ROC) curve, and decision curve analysis (DCA) were used to verify the model's utility. Our proposed dyslipidemia nomogram showed good discriminative ability with a C-index of 0.737 (95% confidence interval, 0.70-0.773). In the internal validation, a high C-index value of 0.718 was achieved. DCA showed a dyslipidemia threshold probability of 2-45%, proving the value of the nomogram for clinical application for dyslipidemia. This nomogram may be useful for self-screening the risk of dyslipidemia in healthy adults.
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Affiliation(s)
- Jinyan Lan
- Martial Arts Academy, Wuhan Sports University, No. 461 Luoyu Rd., Hongshan District, Wuhan, 430079, Hubei, China
| | - Xueqing Zhou
- Physical Examination Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Qian Huang
- Hubei Institute of Sport Science, Wuhan, China
| | - Li Zhao
- Hubei Provincial Hospital of Integrated Traditional Chinese and Western Medicine, Wuhan, China
| | - Penghua Li
- Martial Arts Academy, Wuhan Sports University, No. 461 Luoyu Rd., Hongshan District, Wuhan, 430079, Hubei, China
| | - Maomao Xi
- Tongren Hospital of Wuhan University (Wuhan Third Hospital), Wuhan, China
| | - Meng Luo
- Tongren Hospital of Wuhan University (Wuhan Third Hospital), Wuhan, China
| | - Qiong Wu
- Lanzhou University Second Hospital, Lanzhou, China
| | - Lixu Tang
- Martial Arts Academy, Wuhan Sports University, No. 461 Luoyu Rd., Hongshan District, Wuhan, 430079, Hubei, China.
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Muselin F, Cristina RT, Dumitrescu E, Doma AO, Radulov I, Berbecea AA, Horablaga A, Morariu FE, Manea DN, Horablaga NM. Quercetin Beneficial Role in the Homeostatic Variation of Certain Trace Elements in Dyslipidemic Mice. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE : ECAM 2022; 2022:3299505. [PMID: 35310037 PMCID: PMC8933091 DOI: 10.1155/2022/3299505] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 02/21/2022] [Indexed: 12/13/2022]
Abstract
Background Quercetin's role in the homeostasis of certain trace elements in dyslipidemia induced in mice was assessed. Methods Forty BALB/c mice were allocated into 4 groups as follows: control; HFD, received fat diet; HFD + Q group, received HFD +500 mg/L quercetin; and blank control (Q)-normal food + 500 mg/L quercetin in drinking water. Results By analyzing the values of total proteins, albumins, cholesterol, triglycerides, HDL cholesterol, LDL cholesterol, and the levels of several trace elements in blood and organs, we perceived a statistically significant increase ( ∗∗ , p < 0.01) of TP, ALB, TC, TGE, and LDL-c. A nonsignificant decrease was ascertained to HDL-c value in the HFD and quercetin groups (p > 0.05). In the HFD group, all analyzed elements in the kidney and spleen increased, also Cu, Li, Mg, Mn, Pb, and of B, Ba, Cr, Cd, Cu, Fe, Li, Mn, Ni, Pb, and Zn in the heart increased, but furthermore, Ag, B, Ba, Cd, Cr, Fe, Ni, and Zn in blood, Ag and Zn in the liver, and Cd in the spleen decreased. In the HFD group who received quercetin, elements (except B) were decreased in kidney and liver, also increased Ag, Ba, Cr, Fe, Li, Ni, Zn in blood, but similarly, Ag, B, Ba, Cd, Cu, Mn, and Pb declined in the spleen and heart. Conclusions Results proved the quercetin beneficial role.
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Affiliation(s)
- Florin Muselin
- BUASMV “King Michael I of Romania”, Faculty of Veterinary Medicine, Department of Toxicology, Calea Aradului, No. 119, Timisoara 300645, Romania
| | - Romeo T. Cristina
- BUASMV “King Michael I of Romania”, Faculty of Veterinary Medicine, Depts. of Pharmacology and Pharmacy, Calea Aradului, No. 119, Timisoara 300645, Romania
| | - Eugenia Dumitrescu
- BUASMV “King Michael I of Romania”, Faculty of Veterinary Medicine, Depts. of Pharmacology and Pharmacy, Calea Aradului, No. 119, Timisoara 300645, Romania
| | - Alexandru O. Doma
- BUASMV “King Michael I of Romania”, Faculty of Veterinary Medicine, Department of Toxicology, Calea Aradului, No. 119, Timisoara 300645, Romania
| | - Isidora Radulov
- BUASMV “King Michael I of Romania”, Faculty of Agriculture, Department of Chemistry, Calea Aradului, No. 119, Timisoara 300645, Romania
| | - Adina A. Berbecea
- BUASMV “King Michael I of Romania”, Faculty of Agriculture, Department of Chemistry, Calea Aradului, No. 119, Timisoara 300645, Romania
| | - Adina Horablaga
- BUASMV “King Michael I of Romania”, Faculty of Bioengineering of Animal Resources, Department of Ecology and Environmental Protection, Calea Aradului, No. 119, Timisoara 300645, Romania
| | - Florica E. Morariu
- BUASMV “King Michael I of Romania”, Faculty of Bioengineering of Animal Resources, Department of Ecology and Environmental Protection, Calea Aradului, No. 119, Timisoara 300645, Romania
| | - Dan N. Manea
- BUASMV “King Michael I of Romania”, Faculty of Agriculture, Department of Environmental Engineering, Calea Aradului, No. 119, Timisoara 300645, Romania
| | - Nicolae M. Horablaga
- BUASMV “King Michael I of Romania”, Faculty of Agriculture, Department of Environmental Engineering, Calea Aradului, No. 119, Timisoara 300645, Romania
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Nanditha A, Susairaj P, Raghavan A, Satheesh K, Vinitha R, Snehalatha C, Ramachandran A. Secular trends in cardiovascular risk factors among urban and rural populations in Tamil Nadu, India - An ancillary analysis of the STRiDE-I study. Diabetes Res Clin Pract 2021; 178:108930. [PMID: 34216682 DOI: 10.1016/j.diabres.2021.108930] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 06/01/2021] [Accepted: 06/28/2021] [Indexed: 11/25/2022]
Abstract
AIMS To study changes in cardiovascular (CV) risk factors; hypertension (HTN), dysglycaemia (DG) and dyslipidaemia (DL) and their interrelationship, in urban and rural Southern India, in a decade. METHODS Epidemiological data of a city (Chennai, n = 2192(2006), n = 3850(2016)) and peri-urban villages (Panruti, n = 2584 (2006), n = 2468 (2016)) among persons aged ≥ 20 years in 2006 and in 2016 were analysed. Age-standardized prevalence, prevalence ratios and interrelationships of HTN, DG and DL and effect of time in years, age, gender and obesity were calculated using Poisson regression analyses. RESULTS Response rates in urban and rural areas were 86.5% and 87.6% respectively. Mean age, general obesity (GO), abdominal obesity (AO), total calories and carbohydrate intake increased in both populations (p < 0.0001). Rural population had lower BMI than the urban but had higher AO, particularly among women. Physical activity decreased only in the urban population. HTN increased in urban population; in both, proportion of known HTN decreased, DG and DL increased. CONCLUSIONS In both populations, GO, AO, DG and DL increased; AO and DL were more common among rural women. HTN did not increase in the rural population. The risk factors increased rapidly even in rural areas projecting the impact of urbanisation on the CV burden.
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Affiliation(s)
- Arun Nanditha
- India Diabetes Research Foundation and Dr. A. Ramachandran's Diabetes Hospitals, Chennai, India
| | - Priscilla Susairaj
- India Diabetes Research Foundation and Dr. A. Ramachandran's Diabetes Hospitals, Chennai, India
| | - Arun Raghavan
- India Diabetes Research Foundation and Dr. A. Ramachandran's Diabetes Hospitals, Chennai, India
| | - Krishnamoorthy Satheesh
- India Diabetes Research Foundation and Dr. A. Ramachandran's Diabetes Hospitals, Chennai, India
| | - Ramachandran Vinitha
- India Diabetes Research Foundation and Dr. A. Ramachandran's Diabetes Hospitals, Chennai, India
| | - Chamukuttan Snehalatha
- India Diabetes Research Foundation and Dr. A. Ramachandran's Diabetes Hospitals, Chennai, India
| | - Ambady Ramachandran
- India Diabetes Research Foundation and Dr. A. Ramachandran's Diabetes Hospitals, Chennai, India.
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Szkup M, Jurczak A, Karakiewicz B, Kotwas A, Kopeć J, Grochans E. Influence of cigarette smoking on hormone and lipid metabolism in women in late reproductive stage. Clin Interv Aging 2018; 13:109-115. [PMID: 29398911 PMCID: PMC5775744 DOI: 10.2147/cia.s140487] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND The aim of the study was to analyze lipid and hormone metabolism, body mass index (BMI), and age parameters in late reproductive stage women in relation to cigarette smoking. METHODS The study enrolled 345 healthy late reproductive stage women living in Poland; 13.33% were smokers. The first part of the study assessed lipid metabolism (total cholesterol, high-density lipoprotein [HDL], low-density lipoprotein [LDL], and triglycerides) and hormone metabolism (estradiol [E2], follicle-stimulating hormone [FSH], and anti-Müllerian hormone [AMH] levels) in women in the early phase of the follicular menstrual cycle. The second part of study was carried out using the diagnostic survey method, with a standardized questionnaire (Primary Care Evaluation of Mental Disorders [PRIME-MD]) and the authors' own research tools. RESULTS The women were aged 42.3±4.5 years (mean ± SD). The BMI (24.8±4.04 kg/m2) did not differ significantly between the groups. The women who smoked cigarettes had a statistically significantly (p<0.05) lower level of HDL as well as higher LDL and triglyceride levels (p<0.05). Differences were also shown in hormone levels: non-smoking participants had statistically significantly higher levels of E2 and FSH (p<0.05). In the group of non-smoking women, age was a predictor exerting a significant positive impact on the levels of total cholesterol, LDL, triglycerides, and AMH (p<0.05). BMI contributed to a decline in HDL and triglyceride levels. In the group of smoking women, age significantly positively influenced the level of E2, and negatively influenced AMH. BMI was associated with a significant decrease in the HDL level. CONCLUSION Smoking cigarettes affects the physical health of women in late reproductive stage through negative influences on lipid and hormone metabolism, among other factors. Age is an unmodifiable factor adversely affecting both lipids and hormones. Higher BMI has a negative influence on lipid metabolism in both groups of women in this study.
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Affiliation(s)
| | | | - Beata Karakiewicz
- Department of Public Health, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Artur Kotwas
- Department of Public Health, Pomeranian Medical University in Szczecin, Szczecin, Poland
| | - Jacek Kopeć
- School of Population and Public Health, Faculty of Medicine, The University of British Columbia, Vancouver, BC, Canada
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Qi L, Ding X, Tang W, Li Q, Mao D, Wang Y. Prevalence and Risk Factors Associated with Dyslipidemia in Chongqing, China. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2015; 12:13455-65. [PMID: 26516874 PMCID: PMC4627042 DOI: 10.3390/ijerph121013455] [Citation(s) in RCA: 77] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Revised: 09/14/2015] [Accepted: 10/10/2015] [Indexed: 01/31/2023]
Abstract
The increasing prevalence of dyslipidemia has become a worldwide public health problem, and the prevalence varies widely according to socioeconomic, cultural and ethnic characteristics. Chongqing has experienced rapid economic development and is now the economic center of Southwestern China. There are scant data on serum lipid profile of residents in Chongqing, the largest municipality directly under the Central Government in China. We conducted a cross-sectional study in a representative sample of 5375 residents of Chongqing, aged ≥18 years, and estimated the prevalence of dyslipidemia and its associated risk factors. According to the National Cholesterol Education Program-Adult Treatment Panel III criteria, the age-standardized prevalence of dyslipidemia was 35.5% (34.4% among men and 37.6% among women). Among the 2009 patients with dyslipidemia, 44.2% had isolated hypertriglyceridemia, 14.7% had isolated hypercholesterolemia, 13.2% had mixed hyperlipidemia, and 28.0% had isolated low high-density lipoprotein cholesterol. The peak prevalence of dyslipidemia in men was between 30 and 39 years (48.2%), and then declined gradually; in women, the prevalence of dyslipidemia increased with age, with the peak prevalence occurring after age 60 (46.3%). Multivariable logistic regression analysis revealed that dyslipidemia was associated with age, education level, physical activity, obesity and central obesity for both men and women. In conclusion, the results indicated dyslipidemia, particularly hypertriglyceridemia and low high-density lipoprotein cholesterol, are very common in Chongqing. To prevent dyslipidemia, it is essential to conduct appropriate intervention programs aimed at risk factor reduction and implement routine screening programs for blood lipid levels in Chongqing, China.
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Affiliation(s)
- Li Qi
- Chongqing Municipal Center for Disease Control and Prevention, Chongqing 400042, China.
- Department of Epidemiology, College of Prevention Medicine, the 3rd Military Medical University, Chongqing 400038, China.
| | - Xianbin Ding
- Chongqing Municipal Center for Disease Control and Prevention, Chongqing 400042, China.
| | - Wenge Tang
- Chongqing Municipal Center for Disease Control and Prevention, Chongqing 400042, China.
| | - Qin Li
- Chongqing Municipal Center for Disease Control and Prevention, Chongqing 400042, China.
| | - Deqiang Mao
- Chongqing Municipal Center for Disease Control and Prevention, Chongqing 400042, China.
| | - Yulin Wang
- Chongqing Municipal Center for Disease Control and Prevention, Chongqing 400042, China.
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Evaluation of surrogate markers for insulin resistance for defining metabolic syndrome in urban Indian adolescents. Indian Pediatr 2015; 51:279-84. [PMID: 24825264 DOI: 10.1007/s13312-014-0401-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
OBJECTIVE To compare parameters of insulin resistance, with special reference to McAuley index, in urban Indian adolescents, and to establish their cut-off values for defining metabolic syndrome. DESIGN Cross-sectional study. SETTING Schools located in four different geographical zones of Delhi, India. PARTICIPANTS 695 apparently healthy adolescents grouped as normal weight (298), overweight (205) and obese (192). OUTCOME MEASURES Cut-off point for indices of insulin resistance was assessed by fasting insulin, insulin glucose ratio, and other methods (HOMA model, QUICKI, McAuley index) to define metabolic syndrome. RESULTS The McAuley index increased progressively from normal weight to obese adolescents in both sexes. McAuley index was significantly lower in adolescents with metabolic syndrome (5.36 ± 1.28 vs. 7.05 ± 1.88; P<0.001). McAuley index had the highest area under curve of receiver operator characteristics [0.82 (0.02)] as compared to other indices of insulin resistance. McAuley index of 6.23 had the highest specificity (88%) with sensitivity of 63.3% for diagnosing metabolic syndrome, whereas insulin glucose ratio had the highest sensitivity (79.7%) but low (55.5%) specificity. McAuley index was negatively correlated with height (r= -0.257, P=<0.001), weight (r= -0.537, P=<0.001), body mass index (r= -0.579, P<0.001), waist circumference (r= -0.542, p<0.001), and waist hip ratio (r= -0.268, P<0.001). CONCLUSIONS Among various parameters of insulin resistance, McAuley index had the highest specificity, and insulin glucose ratio had the highest sensitivity in diagnosing metabolic syndrome in urban Indian adolescents.
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Ram J, Snehalatha C, Nanditha A, Selvam S, Shetty SA, Godsland IF, Johnston DG, Ramachandran A. Hypertriglyceridaemic waist phenotype as a simple predictive marker of incident diabetes in Asian-Indian men with prediabetes. Diabet Med 2014; 31:1542-9. [PMID: 24910196 DOI: 10.1111/dme.12517] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2013] [Revised: 04/04/2014] [Accepted: 06/03/2014] [Indexed: 02/02/2023]
Abstract
AIM To determine prospectively the association of baseline hypertriglyceridaemic waist phenotype with incident diabetes in Asian-Indian men with impaired glucose tolerance. METHODS In a randomized 2-year diabetes prevention trial in 517 men with impaired glucose tolerance, 123 (23.8%) developed diabetes. Baseline anthropometric, metabolic and clinical variables were estimated. Associations of hypertriglyceridaemic waist phenotype (waist circumference ≥ 90cm and a serum triglyceride level of ≥ 1.7 mmol/l) with insulin resistance and incident diabetes were assessed using multiple linear regression and Cox's proportional hazard models, respectively. RESULTS Men with an isolated enlarged waistline and hypertriglyceridaemic waist phenotype had significantly higher BMI and percentage of total body fat compared with the group with normal waistline and triglyceride levels and the group with isolated hypertriglyceridaemia. The men with hypertriglyceridaemic waist phenotype had higher insulin resistance (mean ± sd homeostasis model assessment of insulin resistance value: 3.6 ± 1.5) compared with those in the isolated enlarged waistline, the isolated hypertriglyceridaemia or the normal waistline and triglyceride level groups (3.1 ± 1.4, 2.7 ± 1.0 and 2.5 ± 1.1, respectively, all P < 0.05 compared with hypertriglyceridaemic waist phenotype). Multiple linear regression analyses showed that hypertriglyceridaemic waist phenotype was significantly associated with insulin resistance after adjusting for age, BMI, family history, percentage of total body fat, smoking, alcohol intake, 2-h plasma glucose and HDL cholesterol level. Hypertriglyceridaemic waist phenotype was independently associated with incident diabetes after adjusting for the above confounders and gamma-glutamyl transferase (hazard ratio 1.49, 95% CI 1.01-2.21; P = 0.047). The association of hypertriglyceridaemic waist phenotype with incident diabetes was abolished when insulin resistance was introduced into the model (hazard ratio 1.39, 95% CI 0.092-2.10; P=0.12). CONCLUSIONS Hypertriglyceridaemic waist phenotype is a simple clinical proxy measurement for insulin resistance and is strongly associated with incident diabetes in Asian-Indian men with impaired glucose tolerance.
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Affiliation(s)
- J Ram
- India Diabetes Research Foundation and Dr A. Ramachandran's Diabetes Hospitals, Chennai, India
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