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Sun H, Su H, Zheng R, Liu C, Wang Y, Fang C. Serum Uric Acid to High‑density Lipoprotein Cholesterol Ratio is Associated with Visceral Fat in Patients with Type 2 Diabetes. Diabetes Metab Syndr Obes 2023; 16:959-967. [PMID: 37038560 PMCID: PMC10082581 DOI: 10.2147/dmso.s403895] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 03/29/2023] [Indexed: 04/07/2023] Open
Abstract
OBJECTIVE To determine whether the uric acid/high‑density lipoprotein cholesterol ratio (UHR) is associated with visceral fat area (VFA) in patients with type 2 diabetes mellitus (T2DM). METHODS Participants aged 18-70 years with a diagnosis of T2DM were recruited from the National Metabolic Management Center from January 2020 to July 2022. Medical data collected for all participants included medical history, general measures, carotid intima-media thickness, abdominal VFA, and subcutaneous fat area (SFA). The participants were divided into groups according to VFA ≥100 cm2 (n=109) and VFA <100 cm2 (n=100). RESULTS Compared with the VFA <100 cm2 group, the VFA ≥100 cm2 group had higher height, weight, body mass index (BMI), waist circumference (WC), hip circumference (HC), SFA, fasting plasma glucose, fasting insulin, C peptide, homeostatic model assessment of insulin resistance (HOMA-IR), alanine transaminase (ALT), aspartate transaminase, γ-glutamine acyltransferase (γ-GGT), uric acid (UA), triglyceride (TG), and UHR measurements and lower high-density lipoprotein cholesterol (HDL-C) (P<0.05). No significant difference was observed between the groups for age, duration of T2DM, diastolic blood pressure, systolic blood pressure, IMT, glycosylated hemoglobin, total cholesterol, and low-density lipoprotein cholesterol. Positive correlations were found between the UHR and height, weight, BMI, WC, HC, C peptide, ALT, γ-GGT, TG, and UA, as well as between VFA and these variables (P<0.05). Both the UHR and VFA were negatively correlated with HDL-C (P<0.05). Positive correlations were observed between VFA and the UHR as well as UA (P<0.05), and a negative correlation was found between VFA and HDL-C (P<0.05). Multivariate linear stepwise regression identified BMI, WC, UHR, SFA, and HC as influencing factors for VFA (P<0.05). CONCLUSION UHR was positively associated with VFA in T2DM patients and may be a useful and convenient additional tool for metabolic risks in these patients.
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Affiliation(s)
- Hongping Sun
- Endocrine and Diabetes Center, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, People’s Republic of China
| | - Hong Su
- Endocrine and Diabetes Center, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, People’s Republic of China
| | - Rendong Zheng
- Endocrine and Diabetes Center, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, People’s Republic of China
- Correspondence: Rendong Zheng; Chao Liu, Endocrine and Diabetes Center, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Jiangsu Province Academy of Traditional Chinese Medicine, No. 100, Shizi Street, Hongshan Road, Nanjing, 210028, People’s Republic of China, Tel +86 159 9623 8035; +86 133 3780 6688, Fax +86-025-85608778, Email ;
| | - Chao Liu
- Endocrine and Diabetes Center, Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Jiangsu Province Academy of Traditional Chinese Medicine, Nanjing, 210028, People’s Republic of China
| | - Yu Wang
- Department of Endocrinology, Nanjing Lishui District Hospital of Traditional Chinese Medicine, Nanjing, 211200, People’s Republic of China
| | - Changqian Fang
- Department of Endocrinology, Nanjing Lishui District Hospital of Traditional Chinese Medicine, Nanjing, 211200, People’s Republic of China
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Yang Y, Yang S, Tang J, Ren G, Shen J, Huang B, Lei C, Chen H, Qu K. Comparisons of Hematological and Biochemical Profiles in Brahman and Yunling Cattle. Animals (Basel) 2022; 12:ani12141813. [PMID: 35883360 PMCID: PMC9311853 DOI: 10.3390/ani12141813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Revised: 07/07/2022] [Accepted: 07/12/2022] [Indexed: 11/16/2022] Open
Abstract
Brahman cattle are tolerant to parasite challenges and heat stress. Yunling cattle are three-way hybrids that are half Brahman cattle, a fourth Murray Grey cattle and a fourth Yunnan Yellow cattle, with good beef performance. The hematological and biochemical parameters can reflect the physiology and metabolic conditions of cattle, and there are valuable indicators of production performance and adaptability that can be found by studying the cattle. To assess the health status and differences, we compared 55 hematological and biochemical parameters of 28 Brahman cattle and 65 Yunling cattle using an automatic biochemical analyzer. Our results showed that 27 hematological and biochemical indices of Brahman cattle were lower than those of Yunling cattle, whereas the other parameters were higher. There are 20 indices with significant differences that were detected between Brahman and Yunling cattle (with p ≤ 0.01 or 0.01 ≤ p ≤ 0.05, respectively), and no significant differences were found for other indices (p > 0.05). Based on these results, Yunling cattle may have a better physical condition than Brahman cattle, may be better at adapting to local environments, and can maintain a good production and reproduction performance. As a new breed that is half Brahman, the abilities of Yunling cattle, including adaptability, stress resistance and tolerance to crude feed, were better than Brahman cattle under the same management conditions.
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Affiliation(s)
- Yu Yang
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Xianyang 712100, China; (Y.Y.); (S.Y.); (J.T.); (G.R.); (J.S.); (C.L.)
- Academy of Science and Technology, Chuxiong Normal University, Chuxiong 675000, China
| | - Shuling Yang
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Xianyang 712100, China; (Y.Y.); (S.Y.); (J.T.); (G.R.); (J.S.); (C.L.)
| | - Jia Tang
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Xianyang 712100, China; (Y.Y.); (S.Y.); (J.T.); (G.R.); (J.S.); (C.L.)
| | - Gang Ren
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Xianyang 712100, China; (Y.Y.); (S.Y.); (J.T.); (G.R.); (J.S.); (C.L.)
| | - Jiafei Shen
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Xianyang 712100, China; (Y.Y.); (S.Y.); (J.T.); (G.R.); (J.S.); (C.L.)
| | - Bizhi Huang
- Yunnan Academy of Grassland and Animal Science, Kunming 650212, China;
| | - Chuzhao Lei
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Xianyang 712100, China; (Y.Y.); (S.Y.); (J.T.); (G.R.); (J.S.); (C.L.)
| | - Hong Chen
- Key Laboratory of Animal Genetics, Breeding and Reproduction of Shaanxi Province, College of Animal Science and Technology, Northwest A&F University, Yangling, Xianyang 712100, China; (Y.Y.); (S.Y.); (J.T.); (G.R.); (J.S.); (C.L.)
- College of Animal Science, Xinjiang Agricultural University, Urumqi 830052, China
- Correspondence: (H.C.); (K.Q.)
| | - Kaixing Qu
- Academy of Science and Technology, Chuxiong Normal University, Chuxiong 675000, China
- Correspondence: (H.C.); (K.Q.)
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Zhang QH, Xie LH, Zhang HN, Liu JH, Zhao Y, Chen LH, Ju Y, Chen AL, Wang N, Song QW, Xie LZ, Liu AL. Magnetic Resonance Imaging Assessment of Abdominal Ectopic Fat Deposition in Correlation With Cardiometabolic Risk Factors. Front Endocrinol (Lausanne) 2022; 13:820023. [PMID: 35432188 PMCID: PMC9005896 DOI: 10.3389/fendo.2022.820023] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 03/01/2022] [Indexed: 11/13/2022] Open
Abstract
PURPOSE Ectopic fat accumulation and abdominal fat distribution may have different cardiometabolic risk profiles. This study aimed to assess the associations between various magnetic resonance imaging (MRI)-acquired fat depots and cardiometabolic risk factors. METHODS A total of 320 subjects with median age of 59 years, 148 men and 172 women, were enrolled in the study. Visceral adipose tissue (VAT) area and fat fraction (FF), subcutaneous adipose tissue (SAT) area and FF at the L1-L2 levels, preperitoneal adipose tissue (pPAT) area and FF, hepatic FF, pancreatic FF, and intramuscular FF were assessed by MRI FF maps. The associations of various MRI-acquired fat depots with blood pressure, glucose, and lipid were examined using sex-stratified linear regression. Logistic regression stratified by sex was used to analyze the association of various MRI-acquired fat depots with the risk of hypertension, T2DM, and dyslipidemia. RESULTS The intraclass correlation coefficient (ICC) values were >0.9, which suggested good interobserver and intraobserver agreement. VAT area, V/S, hepatic fat, pancreatic fat, and pPAT rather than SAT area were significantly associated with multiple cardiometabolic risk factors (all p < 0.05). However, the patterns of these correlations varied by sex and specific risk factors. Also, VAT and SAT FF were only significantly associated with multiple cardiometabolic risk factors in women (all p < 0.05). CONCLUSIONS VAT, hepatic fat, pancreatic fat, and pPAT were associated with cardiovascular metabolic risk factors independent of BMI. The patterns of these correlations were related to gender. These findings further the understanding of the association between ectopic fat deposition and cardiometabolic risk factors and help to better understand the obesity heterogeneity.
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Affiliation(s)
- Qin-He Zhang
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Lu-Han Xie
- Department of Pathology and Forensics, Dalian Medical University, Dalian, China
| | - Hao-Nan Zhang
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Jing-Hong Liu
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Ying Zhao
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Li-Hua Chen
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Ye Ju
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - An-Liang Chen
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Nan Wang
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Qing-Wei Song
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Li-Zhi Xie
- MR Research, GE Healthcare, Beijing, China
| | - Ai-Lian Liu
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- *Correspondence: Ai-Lian Liu,
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Bermúdez V, Salazar J, Fuenmayor J, Nava M, Ortega Á, Duran P, Rojas M, Añez R, Rivas-Montenegro A, Angarita L, Chacín M, Cano C, Velasco M, Rojas J. Lipid Accumulation Product Is More Related to Insulin Resistance than the Visceral Adiposity Index in the Maracaibo City Population, Venezuela. J Obes 2021; 2021:5514901. [PMID: 34194826 PMCID: PMC8203405 DOI: 10.1155/2021/5514901] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 05/30/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Visceral adiposity is related to insulin resistance (IR), a metabolic state considered as a risk factor for other cardiometabolic diseases. In that matter, mathematical indexes such as the visceral adiposity index (VAI) and the lipid accumulation product (LAP) could indirectly assess IR based on visceral adiposity. OBJECTIVE To evaluate the association and diagnostic accuracy of VAI and LAP to diagnose IR in the adult population of Maracaibo city. METHODS This is a cross-sectional descriptive study with multistage sampling. Receiver operating characteristic (ROC) curves were built to determine VAI and LAP cutoff points to predict IR. A set of logistic regression models was constructed according to sociodemographic, psychobiologic, and metabolic variables. RESULTS 1818 subjects were evaluated (51.4% women). The area under the curve (AUC) values for LAP and VAI were 0.689 (0.665-0.714) and 0.645 (0.619-0.670), respectively. Both indexes showed a higher IR risk in the upper tertile in bivariate analysis. However, in the logistic regression analysis for the IR risk, only the 2nd (OR: 1.91; 95% CI: 1.37-2.65; p < 0.01) and 3rd (OR: 5.40; 95% CI: 3.48-8.39; p < 0.01) LAP tertiles showed a significant increase. This behaviour was also observed after adjusting for hs-C-reactive protein (hs-CPR). CONCLUSION Although both indexes show a low predictive capacity in individuals with IR in the Maracaibo city population, the LAP index was more strongly associated with IR.
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Affiliation(s)
- Valmore Bermúdez
- Universidad Simón Bolívar, Facultad de Ciencias de La Salud, Barranquilla, Colombia
| | - Juan Salazar
- Endocrine and Metabolic Diseases Research Center, School of Medicine, University of Zulia, Maracaibo, Venezuela
| | - Jorge Fuenmayor
- Endocrine and Metabolic Diseases Research Center, School of Medicine, University of Zulia, Maracaibo, Venezuela
| | - Manuel Nava
- Endocrine and Metabolic Diseases Research Center, School of Medicine, University of Zulia, Maracaibo, Venezuela
| | - Ángel Ortega
- Endocrine and Metabolic Diseases Research Center, School of Medicine, University of Zulia, Maracaibo, Venezuela
| | - Pablo Duran
- Endocrine and Metabolic Diseases Research Center, School of Medicine, University of Zulia, Maracaibo, Venezuela
| | - Milagros Rojas
- Endocrine and Metabolic Diseases Research Center, School of Medicine, University of Zulia, Maracaibo, Venezuela
| | - Roberto Añez
- Department of Endocrine and Nutrition, Gregorio Marañón General University Hospital, Madrid, Spain
| | | | - Lissé Angarita
- Universidad Andres Bello, Carrera de Nutrición, Concepción, Chile
| | - Maricarmen Chacín
- Universidad Simón Bolívar, Facultad de Ciencias de La Salud, Barranquilla, Colombia
| | - Clímaco Cano
- Endocrine and Metabolic Diseases Research Center, School of Medicine, University of Zulia, Maracaibo, Venezuela
| | - Manuel Velasco
- Universidad Central de Venezuela, Escuela de Medicina José María Vargas, Caracas, Venezuela
| | - Joselyn Rojas
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA
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A cohort study on risk factors of high-density lipoprotein cholesterol hypolipidemia among urban Chinese adults. Lipids Health Dis 2021; 20:20. [PMID: 33618731 PMCID: PMC7898430 DOI: 10.1186/s12944-021-01449-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Accepted: 02/15/2021] [Indexed: 11/17/2022] Open
Abstract
Background High-density lipoprotein cholesterol (HDL-C) hypolipidemia, a major type of dyslipidemia, has been associated with many kinds of diseases, such as stroke, coronary heart disease, obesity and diabetes, and has displayed an increasing prevalence in China. This study explores the risk factors of HDL-C hypolipidemia and makes recommendations for controlling and preventing HDL-C hypolipidemia and the diseases caused by it. Methods Using a retrospective cohort study design, 26,863 urban adults without dyslipidemia, diabetes, cardiovascular and cerebrovascular diseases, hepatosis, renal insufficiency and thyroid diseases were enrolled in the study between 2010 and 2015. Data on each individual were collected at the 2010 baseline year and at a follow-up medical check. A Cox regression model was constructed to evaluate the influence of potential risk factors on the outcome event- HDL-C hypolipidemia. Results The incidence of HDL-C hypolipidemia was 5.7% (1531/26863). Sex, age, body mass index (BMI), HDL-C, triglyceride (TG) and urea nitrogen (UN) were significant risk factors of HDL-C hypolipidemia. Men were more likely to develop HDL-C hypolipidemia than women during follow-up medical checks (HR = 1.258, P = 0.014). The incidence of HDL-C hypolipidemia in the over 65 years old group was higher than that of the ≤65 age group (HR = 1.276, P = 0.009). The incidence of HDL-C hypolipidemia increased with increasing BMI (HR = 1.030, P = 0.002), TG (HR = 1.321, P = 0.001) and UN (HR = 1.054, P = 0.019), while falling with increasing HDL-C in the baseline year (HR = 0.002, P < 0.001). Conclusions Men, aged over 65, with high BMI were at the highest risk of developing HDL-C hypolipidemia. Measures should be taken to prevent HDL-C hypolipidemia even for healthy urban adults whose blood biochemical indicators were in the normal range when their level of TG, UN and HDL-C are closed to the border of the normal value range.
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Lust CAC, Bi X, Henry CJ, Ma DWL. Development of Fatty Acid Reference Ranges and Relationship with Lipid Biomarkers in Middle-Aged Healthy Singaporean Men and Women. Nutrients 2021; 13:nu13020435. [PMID: 33572735 PMCID: PMC7911367 DOI: 10.3390/nu13020435] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 01/14/2021] [Accepted: 01/26/2021] [Indexed: 12/17/2022] Open
Abstract
Dietary fatty acids (FA) are essential for overall human health, yet individual FA reference ranges have yet to be established. Developing individual FA reference ranges can provide context to reported concentrations and whether an individual displays deficient, or excess amounts of FA. Reference ranges of sixty-seven individual FA (μmol/L) were profiled and analyzed using gas chromatography with a flame ionization detector from serum samples collected from 476 middle-aged Singaporean males (BMI:23.3 ± 2.9) and females (BMI:21.8 ± 3.6). Measures of triglycerides (TG), high-density lipoprotein (HDL), low-density lipoprotein (LDL), and total cholesterol (TC) (mmol/L) were also collected. The mean FA concentration seen in this cohort (11,458 ± 2478 was similar to that of overweight North American cohorts assessed in past studies. Ten biologically relevant FA were compared between sexes, with females exhibiting significantly higher concentrations in four FA (p < 0.05). A multiple regression model revealed the ten FA contributed significantly to nearly all lipid biomarkers (p < 0.05). A majority of participants who had FA concentrations in the ≥95th percentile also exhibited TG, HDL, LDL, and TC levels in the “high” risk classification of developing cardiovascular disease. Future studies profiling individual FA reference ranges in many unique, global cohorts are necessary to develop cut-off values of individual FA concentrations highly related to disease-risk.
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Affiliation(s)
- Cody A. C. Lust
- Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, ON N1G 2W1, Canada;
| | - Xinyan Bi
- Clinical Nutrition Research Centre (CNRC), Singapore Institute of Food and Biotechnology Innovation (SIFBI), Agency for Science, Technology and Research (A*STAR), 14 Medical Drive #07-02, MD 6 Building, Singapore 117599, Singapore; (X.B.); (C.J.H.)
| | - Christiani Jeyakumar Henry
- Clinical Nutrition Research Centre (CNRC), Singapore Institute of Food and Biotechnology Innovation (SIFBI), Agency for Science, Technology and Research (A*STAR), 14 Medical Drive #07-02, MD 6 Building, Singapore 117599, Singapore; (X.B.); (C.J.H.)
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117599, Singapore
| | - David W. L. Ma
- Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, ON N1G 2W1, Canada;
- Correspondence:
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Battaglia Y, Ullo I, Massarenti S, Esposito P, Prencipe M, Ciancio G, Provenzano M, Fiorini F, Andreucci M, Storari A, Sabatino A, Fiaccadori E, Granata A. Ultrasonography of Quadriceps Femoris Muscle and Subcutaneous Fat Tissue and Body Composition by BIVA in Chronic Dialysis Patients. Nutrients 2020; 12:nu12051388. [PMID: 32408709 PMCID: PMC7285004 DOI: 10.3390/nu12051388] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Revised: 04/28/2020] [Accepted: 05/08/2020] [Indexed: 02/07/2023] Open
Abstract
Protein Energy Wasting (PEW) in hemodialysis (HD) patients is a multifactorial condition due to specific pathology-related pathogenetic mechanisms, leading to loss of skeletal muscle mass in HD patients. Computed Tomography and Magnetic Resonance Imaging still represent the gold standard techniques for body composition assessment. However, their widespread application in clinical practice is difficult and body composition evaluation in HD patients is mainly based on conventional anthropometric nutritional indexes and bioelectrical impedance vector analysis (BIVA). Little data is currently available on ultrasound (US)-based measurements of muscle mass and fat tissue in this clinical setting. The purpose of our study is to ascertain: (1) if there are differences between quadriceps rectus femoris muscle (QRFM) thickness and abdominal/thigh subcutaneous fat tissue (SFT) measured by US between HD patients and healthy subjects; (2) if there is any correlation between QRFM and abdominal/thigh SFT thickness by US, and BIVA/conventional nutritional indexes in HD patients. We enrolled 65 consecutive HD patients and 33 healthy subjects. Demographic and laboratory were collected. The malnutrition inflammation score (MIS) was calculated. Using B-mode US system, the QRFM and SFT thicknesses were measured at the level of three landmarks in both thighs (superior anterior iliac spine, upper pole of the patella, the midpoint of the tract included between the previous points). SFT was also measured at the level of the periumbilical point. The mono frequency (50 KHz) BIVA was conducted using bioelectrical measurements (Rz, resistance; Xc, reactance; adjusted for height, Rz/H and Xc/H; PA, phase angle). 58.5% were men and the mean age was 69 (SD 13.7) years. QRFM and thigh SFT thicknesses were reduced in HD patients as compared to healthy subjects (p < 0.01). Similarly, also BIVA parameters, expression of lean body mass, were lower (p < 0.001), except for Rz and Rz/H in HD patients. The average QRFM thickness of both thighs at top, mid, lower landmarks were positively correlated with PA and body cell mass (BCM) by BIVA, while negatively correlated with Rz/H (p < 0.05). Abdominal SFT was positively correlated with PA, BCM and basal metabolic rate (BMR) (p < 0.05). Our study shows that ultrasound QRFM and thigh SFT thicknesses were reduced in HD patients and that muscle ultrasound measurements were significantly correlated with BIVA parameters.
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Affiliation(s)
- Yuri Battaglia
- Division of Nephrology and Dialysis, St. Anna University Hospital, 44121 Ferrara, Italy;
- Correspondence: ; Tel.: +39-393-432-0061
| | - Ines Ullo
- Division of Nephrology, ASST Sette Laghi, 21100 Varese, Italy;
| | - Sara Massarenti
- Department of Biomedical and Specialty Surgical Sciences, University of Ferrara, 44121 Ferrara, Italy;
| | - Pasquale Esposito
- Division of Nephrology, Dialysis and Transplantation, University of Genoa and IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy;
| | - Michele Prencipe
- Division of Nephrology, Casa Sollievo della Sofferenza, San Giovanni Rotondo, 71100 Foggia, Italy;
| | - Giovanni Ciancio
- Division of Rheumatology, University of Ferrara, 44121 Ferrara, Italy;
| | - Michele Provenzano
- Division of Nephrology and Dialysis, Department of Health Sciences, Magna Graecia University, 88100 Catanzaro, Italy; (M.P.); (M.A.)
| | - Fulvio Fiorini
- Division of Nephrology and Dialysis, “Santa Maria della Misericordia” Hospital, 45100 Rovigo, Italy;
| | - Michele Andreucci
- Division of Nephrology and Dialysis, Department of Health Sciences, Magna Graecia University, 88100 Catanzaro, Italy; (M.P.); (M.A.)
| | - Alda Storari
- Division of Nephrology and Dialysis, St. Anna University Hospital, 44121 Ferrara, Italy;
| | - Alice Sabatino
- Nephrology Unit, Department of Medicine and Surgery, Parma University Hospital, 43121 Parma, Italy; (A.S.); (E.F.)
| | - Enrico Fiaccadori
- Nephrology Unit, Department of Medicine and Surgery, Parma University Hospital, 43121 Parma, Italy; (A.S.); (E.F.)
| | - Antonio Granata
- Division of Nephrology, San Giovanni di Dio Hospital, 92100 Agrigento, Italy;
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Cremona A, Hayes K, O’Gorman CS, Laighin CN, Ismail KI, Donnelly AE, Hamilton J, Cotter A. Inter and intra-reliability of ultrasonography for the measurement of abdominal subcutaneous & visceral adipose tissue thickness at 12 weeks gestation. BMC Med Imaging 2019; 19:95. [PMID: 31847832 PMCID: PMC6916062 DOI: 10.1186/s12880-019-0393-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Accepted: 11/08/2019] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Excess abdominal adiposity cause metabolic disturbances, particularly in pregnancy. Methods of accurate measurement are limited in pregnancy due to risks associated with these procedures. This study outlines a non-invasive methodology for the measurement of adipose tissue in pregnancy and determines the intra- and inter-observer reliability of ultrasound (US) measurements of the two components of adipose tissue (subcutaneous (SAT) and visceral adipose tissue (VAT)) within a pregnant population. METHODS Thirty pregnant women were recruited at the end of their first trimester, from routine antenatal clinic at the University Maternity Hospital Limerick, Ireland. Measurements of adipose tissue thickness were obtained using a GE Voluson E8 employing a 1-5 MHz curvilinear array transducer. Two observers, employing methodological rigour in US technique, measured thickness of adipose tissue three times, and segmented the US image systematically in order to define measurements of SAT and VAT using specifically pre-defined anatomical landmarks. RESULTS Intra-observer and inter-observer precision was assessed using Coefficient of Variation (CV). Measurements of SAT and total adipose for both observers were < 5% CV and < 10% CV for VAT in measures by both observers. Inter-observer reliability was assessed by Limits of Agreement (LoA). LoA were determined to be - 0.45 to 0.46 cm for SAT and - 0.34 to 0.53 cm for VAT values. Systematic bias of SAT measurement was 0.01 cm and 0.10 cm for VAT. Inter-observer precision was also assessed by coefficient of variation (CV: SAT, 3.1%; VAT, 7.2%; Total adipose, 3.0%). CONCLUSION Intra-observer precision was found to be acceptable for measures of SAT, VAT and total adipose according to anthropometric criterion, with higher precision reported in SAT values than in VAT. Inter-observer reliability assessed by Limits-Of-Agreement (LoA) confirm anthropometrically reliable to 0.5 cm. Systematic bias was minimal for both measures, falling within 95% confidence intervals. These results suggest that US can produce reliable, repeatable and accurate measures of SAT and VAT during pregnancy.
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Affiliation(s)
- Alexandra Cremona
- Graduate Entry Medical School (GEMS), University of Limerick, Limerick, Ireland
- School of Allied Health (SAH), University of Limerick, Limerick, Ireland
- Institute of Nutrition & Dietetics (INDI), Dublin, Ireland
- Health Research Institute (HRI), University of Limerick, Limerick, Ireland
- Physical Education and Sport Sciences (PESS), University of Limerick, Limerick, Ireland
| | - Kevin Hayes
- Department of Statistics, University College Cork (UCC), Cork, Ireland
| | - Clodagh S. O’Gorman
- Graduate Entry Medical School (GEMS), University of Limerick, Limerick, Ireland
- Health Research Institute (HRI), University of Limerick, Limerick, Ireland
| | - Ciara Ní Laighin
- Graduate Entry Medical School (GEMS), University of Limerick, Limerick, Ireland
- University Maternity Hospital Limerick (UMHL), Limerick, Ireland
| | - Khadijah I. Ismail
- Graduate Entry Medical School (GEMS), University of Limerick, Limerick, Ireland
- University Maternity Hospital Limerick (UMHL), Limerick, Ireland
| | - Alan E. Donnelly
- Health Research Institute (HRI), University of Limerick, Limerick, Ireland
- Physical Education and Sport Sciences (PESS), University of Limerick, Limerick, Ireland
| | | | - Amanda Cotter
- Graduate Entry Medical School (GEMS), University of Limerick, Limerick, Ireland
- University Maternity Hospital Limerick (UMHL), Limerick, Ireland
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Shen N, Li X, Zheng S, Zhang L, Fu Y, Liu X, Li M, Li J, Guo S, Zhang H. Automated and accurate quantification of subcutaneous and visceral adipose tissue from magnetic resonance imaging based on machine learning. Magn Reson Imaging 2019; 64:28-36. [PMID: 31004712 DOI: 10.1016/j.mri.2019.04.007] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2019] [Revised: 04/02/2019] [Accepted: 04/17/2019] [Indexed: 02/07/2023]
Abstract
Accurate measuring of subcutaneous adipose tissue (SAT) and visceral adipose tissue (VAT) is vital for the research of many diseases. The localization and quantification of SAT and VAT by computed tomography (CT) expose patients to harmful ionizing radiation. Magnetic resonance imaging (MRI) is a safe and painless test. The aim of this paper is to explore a practical method for the segmentation of SAT and VAT based on the iterative decomposition of water and fat with echo asymmetry and least square estimation‑iron quantification (IDEAL-IQ) technology and machine learning. The approach involves two main steps. First, a deep network is designed to segment the inner and outer boundaries of SAT in fat images and the peritoneal cavity contour in water images. Second, after mapping the peritoneal cavity contour onto the fat images, the assumption-free K-means++ with a Markov chain Monte Carlo (AFK-MC2) clustering method is used to obtain the VAT content. An MRI data set from 75 subjects is utilized to construct and evaluate the new strategy. The Dice coefficients for the SAT and VAT content obtained from the proposed method and the manual measurements performed by experts are 0.96 and 0.97, respectively. The experimental results indicate that the proposed method and the manual measurements exhibit high reliability.
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Affiliation(s)
- Ning Shen
- State Key Laboratory on Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, 130012 Changchun, China.
| | - Xueyan Li
- State Key Laboratory on Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, 130012 Changchun, China.
| | - Shuang Zheng
- Department of Radiology, the First Hospital of Jilin University, 130021 Changchun, China
| | - Lei Zhang
- Department of Radiology, the First Hospital of Jilin University, 130021 Changchun, China
| | - Yu Fu
- Department of Radiology, the First Hospital of Jilin University, 130021 Changchun, China
| | - Xiaoming Liu
- State Key Laboratory on Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, 130012 Changchun, China.
| | - Mingyang Li
- State Key Laboratory on Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, 130012 Changchun, China
| | - Jiasheng Li
- State Key Laboratory on Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, 130012 Changchun, China.
| | - Shuxu Guo
- State Key Laboratory on Integrated Optoelectronics, College of Electronic Science and Engineering, Jilin University, 130012 Changchun, China.
| | - Huimao Zhang
- Department of Radiology, the First Hospital of Jilin University, 130021 Changchun, China.
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