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Kiseleva OI, Pyatnitskiy MA, Arzumanian VA, Kurbatov IY, Ilinsky VV, Ilgisonis EV, Plotnikova OA, Sharafetdinov KK, Tutelyan VA, Nikityuk DB, Ponomarenko EA, Poverennaya EV. Multiomics Picture of Obesity in Young Adults. BIOLOGY 2024; 13:272. [PMID: 38666884 PMCID: PMC11048234 DOI: 10.3390/biology13040272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 04/02/2024] [Accepted: 04/12/2024] [Indexed: 04/28/2024]
Abstract
Obesity is a socially significant disease that is characterized by a disproportionate accumulation of fat. It is also associated with chronic inflammation, cancer, diabetes, and other comorbidities. Investigating biomarkers and pathological processes linked to obesity is especially vital for young individuals, given their increased potential for lifestyle modifications. By comparing the genetic, proteomic, and metabolomic profiles of individuals categorized as underweight, normal, overweight, and obese, we aimed to determine which omics layer most accurately reflects the phenotypic changes in an organism that result from obesity. We profiled blood plasma samples by employing three omics methodologies. The untargeted GC×GC-MS metabolomics approach identified 313 metabolites. To augment the metabolomic dataset, we integrated a label-free HPLC-MS/MS proteomics method, leading to the identification of 708 proteins. The genomic layer encompassed the genotyping of 647,250 SNPs. Utilizing omics data, we trained sparse Partial Least Squares models to predict body mass index. Molecular features exhibiting frequently non-zero coefficients were selected as potential biomarkers, and we further explored enriched biological pathways. Proteomics was the most effective in single-omics analyses, with a median absolute error (MAE) of 5.44 ± 0.31 kg/m2, incorporating an average of 24 proteins per model. Metabolomics showed slightly lower performance (MAE = 6.06 ± 0.33 kg/m2), followed by genomics (MAE = 6.20 ± 0.34 kg/m2). As expected, multiomic models demonstrated better accuracy, particularly the combination of proteomics and metabolomics (MAE = 4.77 ± 0.33 kg/m2), while including genomics data did not enhance the results. This manuscript is the first multiomics study of obesity in a gender-balanced cohort of young adults profiled by genomic, proteomic, and metabolomic methods. The comprehensive approach provides novel insights into the molecular mechanisms of obesity, opening avenues for more targeted interventions.
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Affiliation(s)
- Olga I. Kiseleva
- Institute of Biomedical Chemistry, Moscow 119121, Russia; (O.I.K.)
| | - Mikhail A. Pyatnitskiy
- Institute of Biomedical Chemistry, Moscow 119121, Russia; (O.I.K.)
- Faculty of Computer Science, National Research University Higher School of Economics, Moscow 101000, Russia
| | | | - Ilya Y. Kurbatov
- Institute of Biomedical Chemistry, Moscow 119121, Russia; (O.I.K.)
| | | | | | - Oksana A. Plotnikova
- Federal Research Centre of Nutrition, Biotechnology and Food Safety, Russian Academy of Sciences, Moscow 109240, Russia
| | - Khaider K. Sharafetdinov
- Federal Research Centre of Nutrition, Biotechnology and Food Safety, Russian Academy of Sciences, Moscow 109240, Russia
- Russian Medical Academy of Continuing Professional Education, Ministry of Health of the Russian Federation, Moscow 125993, Russia
- I.M. Sechenov First Moscow State Medical University (Sechenov University), Ministry of Health of the Russian Federation, Moscow 119991, Russia
| | - Victor A. Tutelyan
- Federal Research Centre of Nutrition, Biotechnology and Food Safety, Russian Academy of Sciences, Moscow 109240, Russia
- I.M. Sechenov First Moscow State Medical University (Sechenov University), Ministry of Health of the Russian Federation, Moscow 119991, Russia
| | - Dmitry B. Nikityuk
- Federal Research Centre of Nutrition, Biotechnology and Food Safety, Russian Academy of Sciences, Moscow 109240, Russia
- I.M. Sechenov First Moscow State Medical University (Sechenov University), Ministry of Health of the Russian Federation, Moscow 119991, Russia
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Huang M, Zheng J, Chen L, You S, Huang H. Advances in the study of the pathogenesis of obesity: Based on apolipoproteins. Clin Chim Acta 2023; 545:117359. [PMID: 37086940 DOI: 10.1016/j.cca.2023.117359] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 04/14/2023] [Accepted: 04/17/2023] [Indexed: 04/24/2023]
Abstract
Obesity is a state presented by excessive accumulation and abnormal distribution of body fat, with metabolic disorders being one of its distinguishing features. Obesity is associated with dyslipidemia, apolipoproteins are important structural components of plasma lipoproteins, which influence lipid metabolism in the body by participating in lipoprotein metabolism and are closely related to the progression of obesity. Apolipoproteins influence the progression of obesity from lipid metabolism, energy expenditure and inflammatory response. In this review, we discuss the alterations of apolipoproteins in obesity, understand the potential mechanisms by which apolipoproteins affect obesity, as well as provide new targets for the treatment of obesity.
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Affiliation(s)
- Mingjing Huang
- The Second Clinical Medical College of Fujian Medical University, Quanzhou, Fujian Province China; Department of Endocrinology, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Jingyi Zheng
- The Second Clinical Medical College of Fujian Medical University, Quanzhou, Fujian Province China; Department of Endocrinology, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Lijun Chen
- Department of Endocrinology, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Sufang You
- The Second Clinical Medical College of Fujian Medical University, Quanzhou, Fujian Province China; Department of Endocrinology, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China
| | - Huibin Huang
- Department of Endocrinology, the Second Affiliated Hospital of Fujian Medical University, Quanzhou, Fujian Province, China.
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Cazzo E, Pareja JC, Geloneze B, Chaim EA, Barreto MRL, Magro DO. Biliopancreatic Diversion Decreases Postprandial Apolipoprotein A-IV Levels in Mildly Obese Individuals with Type 2 Diabetes Mellitus: a Prospective Study. Obes Surg 2017; 27:1008-1012. [PMID: 27744582 DOI: 10.1007/s11695-016-2414-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND Bariatric surgery usually leads to improvement on the general lipid profile, but its role in the levels of apolipoprotein A-IV (Apo-AIV) is not completely understood. Apo-AIV is a gut-released lipoprotein which is enrolled in satiety regulation and presents anti-inflammatory, anti-atherogenic, and anti-oxidative properties. The objective of this study was to determine the influence of biliopancreatic diversion (BPD) in the levels of Apo-AIV. METHODS This is a prospective exploratory study which evaluated eight obese individuals with type 2 diabetes mellitus (T2DM) who underwent BPD (Scopinaro operation) and were followed-up for 12 months. Apo-AIV levels were determined by means of serial dosages through a standard meal tolerance test (MTT) in the immediate preoperative period and then 12 months later. RESULTS There was a significant change in the Apo-AIV curve following MTT before and after surgery. At 0 and 45 min, the Apo-AIV levels did not significantly differ before and after surgery; at 120 and 180 min, Apo-AIV levels were significantly lower following BPD. CONCLUSIONS We observed a decrease of postprandial levels of Apo-AIV following MTT in mildly obese individuals with T2DM. This finding appears to be related to the suppression in the Apo-AIV response that obese individuals tend to present. Weight reduction itself, endotoxemia, and the large segments of bypassed intestine may be enrolled in this impaired response.
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Affiliation(s)
- Everton Cazzo
- Department of Surgery, Faculty of Medical Sciences, State University of Campinas (UNICAMP), R. Alexander Fleming, s/n; Cidade Universitaria Zeferino Vaz; CEP 13085-000, Campinas, SP, Brazil.
| | - José Carlos Pareja
- Department of Surgery, Faculty of Medical Sciences, State University of Campinas (UNICAMP), R. Alexander Fleming, s/n; Cidade Universitaria Zeferino Vaz; CEP 13085-000, Campinas, SP, Brazil
| | - Bruno Geloneze
- Research Laboratory of Metabolism and Diabetes (LIMED), Gastrocentro, State University of Campinas (UNICAMP), Campinas, Brazil
| | - Elinton Adami Chaim
- Department of Surgery, Faculty of Medical Sciences, State University of Campinas (UNICAMP), R. Alexander Fleming, s/n; Cidade Universitaria Zeferino Vaz; CEP 13085-000, Campinas, SP, Brazil
| | - Maria Rita Lazzarini Barreto
- Department of Surgery, Faculty of Medical Sciences, State University of Campinas (UNICAMP), R. Alexander Fleming, s/n; Cidade Universitaria Zeferino Vaz; CEP 13085-000, Campinas, SP, Brazil
| | - Daniéla Oliveira Magro
- Department of Surgery, Faculty of Medical Sciences, State University of Campinas (UNICAMP), R. Alexander Fleming, s/n; Cidade Universitaria Zeferino Vaz; CEP 13085-000, Campinas, SP, Brazil
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Wang F, Lu H, Liu F, Cai H, Xia H, Guo F, Xie Y, Huang G, Miao M, Shu G, Sun G. Consumption of a liquid high-fat meal increases triglycerides but decreases high-density lipoprotein cholesterol in abdominally obese subjects with high postprandial insulin resistance. Nutr Res 2017; 43:82-88. [DOI: 10.1016/j.nutres.2017.05.010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Revised: 04/25/2017] [Accepted: 05/11/2017] [Indexed: 01/02/2023]
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Assessment of the Validity and Reproducibility of a Novel Standardized Test Meal for the Study of Postprandial Triacylglycerol Concentrations. Lipids 2017; 52:675-686. [PMID: 28653085 PMCID: PMC5649391 DOI: 10.1007/s11745-017-4275-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2017] [Accepted: 06/08/2017] [Indexed: 12/21/2022]
Abstract
Lipotest® is a standardized fat-rich meal designed for use as a test meal during a fat tolerance test (FTT) for the study of postprandial triacylglycerol (TAG) concentrations. Herein we examined the precision and reproducibility of examination using Lipotest® on postprandial TAG levels. A total of 26 healthy consenting subjects were examined twice after 8–10 h fasting with an interval of approximately 1 week apart. Blood samples were collected at baseline and 1, 2, 3, and 4 h after consumption of the test meal for measurement of plasma total TAG levels. We examined agreement, precision, and accuracy between the two visits using the Altman plots and correlation coefficient. Reproducibility was tested using the coefficient of variation (CV) and intraclass correlation coefficient (ICC). Moreover, the area under the curve (AUC) as a summary measure of the overall postprandial TAG levels was calculated. The agreement, precision (r ≥ 0.74, p < 0.001), and accuracy (≥0.99) between the measurements in plasma TAG during Lipotest® testing in the two visits were high. In terms of reproducibility, the values of CV were 15.59–23.83% while those of ICC were ≥0.75. The values of the AUCs in the visits were not different (p = 0.87). A single measurement of plasma TAG levels at 4 h after Lipotest® consumption depicted peak postprandial TAG concentration. A FTT using Lipotest® as a standardized meal has good precision and reproducibility for the study of postprandial TAG levels in healthy individuals. A single determination of plasma TAG concentration at 4 h after Lipotest® consumption captures peak postprandial TAG response.
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Kohan AB, Wang F, Lo CM, Liu M, Tso P. ApoA-IV: current and emerging roles in intestinal lipid metabolism, glucose homeostasis, and satiety. Am J Physiol Gastrointest Liver Physiol 2015; 308:G472-81. [PMID: 25591862 PMCID: PMC4360046 DOI: 10.1152/ajpgi.00098.2014] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Apolipoprotein A-IV (apoA-IV) is secreted by the small intestine on chylomicrons into intestinal lymph in response to fat absorption. Many physiological functions have been ascribed to apoA-IV, including a role in chylomicron assembly and lipid metabolism, a mediator of reverse-cholesterol transport, an acute satiety factor, a regulator of gastric function, and, finally, a modulator of blood glucose homeostasis. The purpose of this review is to update our current view of intestinal apoA-IV synthesis and secretion and the physiological roles of apoA-IV in lipid metabolism and energy homeostasis, and to underscore the potential for intestinal apoA-IV to serve as a therapeutic target for the treatment of diabetes and obesity-related disease.
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Affiliation(s)
- Alison B. Kohan
- 2Department of Nutritional Sciences, University of Connecticut, Storrs, Connecticut
| | - Fei Wang
- 1Department of Pathology and Laboratory Medicine, University of Cincinnati, Cincinnati, Ohio; and
| | - Chun-Min Lo
- 1Department of Pathology and Laboratory Medicine, University of Cincinnati, Cincinnati, Ohio; and
| | - Min Liu
- 1Department of Pathology and Laboratory Medicine, University of Cincinnati, Cincinnati, Ohio; and
| | - Patrick Tso
- 1Department of Pathology and Laboratory Medicine, University of Cincinnati, Cincinnati, Ohio; and
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Wang F, Kohan AB, Lo CM, Liu M, Howles P, Tso P. Apolipoprotein A-IV: a protein intimately involved in metabolism. J Lipid Res 2015; 56:1403-18. [PMID: 25640749 DOI: 10.1194/jlr.r052753] [Citation(s) in RCA: 100] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Indexed: 01/07/2023] Open
Abstract
The purpose of this review is to summarize our current understanding of the physiological roles of apoA-IV in metabolism, and to underscore the potential for apoA-IV to be a focus for new therapies aimed at the treatment of diabetes and obesity-related disorders. ApoA-IV is primarily synthesized by the small intestine, attached to chylomicrons by enterocytes, and secreted into intestinal lymph during fat absorption. In circulation, apoA-IV is associated with HDL and chylomicron remnants, but a large portion is lipoprotein free. Due to its anti-oxidative and anti-inflammatory properties, and because it can mediate reverse-cholesterol transport, proposed functions of circulating apoA-IV have been related to protection from cardiovascular disease. This review, however, focuses primarily on several properties of apoA-IV that impact other metabolic functions related to food intake, obesity, and diabetes. In addition to participating in triglyceride absorption, apoA-IV can act as an acute satiation factor through both peripheral and central routes of action. It also modulates glucose homeostasis through incretin-like effects on insulin secretion, and by moderating hepatic glucose production. While apoA-IV receptors remain to be conclusively identified, the latter modes of action suggest that this protein holds therapeutic promise for treating metabolic disease.
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Affiliation(s)
- Fei Wang
- Department of Pathology and Laboratory Medicine, University of Cincinnati, Cincinnati, OH 45237
| | - Alison B Kohan
- Department of Nutritional Sciences, University of Connecticut Advanced Technology Laboratory, Storrs, CT 06269
| | - Chun-Min Lo
- Department of Pathology and Laboratory Medicine, University of Cincinnati, Cincinnati, OH 45237
| | - Min Liu
- Department of Pathology and Laboratory Medicine, University of Cincinnati, Cincinnati, OH 45237
| | - Philip Howles
- Department of Pathology and Laboratory Medicine, University of Cincinnati, Cincinnati, OH 45237
| | - Patrick Tso
- Department of Pathology and Laboratory Medicine, University of Cincinnati, Cincinnati, OH 45237
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Kim YS, Gu BH, Choi BC, Kim MS, Song S, Yun JH, Chung MK, Choi CH, Baek KH. Apolipoprotein A-IV as a novel gene associated with polycystic ovary syndrome. Int J Mol Med 2013; 31:707-16. [PMID: 23338533 DOI: 10.3892/ijmm.2013.1250] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2012] [Accepted: 11/26/2012] [Indexed: 11/05/2022] Open
Abstract
Polycystic ovary syndrome (PCOS) is a common endocrine-metabolic disorder, affecting 6-10% of women of reproductive age. The etiology remains poorly understood. To investigate the differentially expressed proteins from PCOS patients versus healthy women, the protein expression in follicular fluid was analyzed using two-dimensional electrophoresis (2-DE). Since follicular fluid contains a number of secretory proteins required for oocyte fertilization and follicle maturation, it is possible that follicular fluid can be used as a provisional source for identifying pivotal proteins associated with PCOS. In this study, six overexpressed proteins [kininogen 1, cytokeratin 9, antithrombin, fibrinogen γ-chain, apolipoprotein A-IV (apoA-IV) precursor and α-1-B-glycoprotein (A1BG)] in follicular fluids from PCOS patients were identified with matrix-assisted laser desorption/ionization-time-of-flight mass spectrometry (MALDI-TOF-MS) and nano LC-MS/MS. Western blot analysis confirmed that the protein expression levels of apoA-IV precursor and A1BG were increased in follicular fluid from PCOS patients compared with those from normal controls. The analysis of protein expression for other proteins revealed individual variation. These results facilitate the understanding of the molecular mechanisms of PCOS and provide candidate biomarkers for the development of diagnostic and therapeutic tools.
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Affiliation(s)
- Yong-Soo Kim
- Department of Biomedical Science, Fertility Center, CHA University, CHA General Hospital, Seoul, Republic of Korea
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Karlsson H, Mörtstedt H, Lindqvist H, Tagesson C, Lindahl M. Protein profiling of low-density lipoprotein from obese subjects. Proteomics Clin Appl 2009; 3:663-71. [DOI: 10.1002/prca.200800138] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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