1
|
Müller L, Hoffmann A, Bernhart SH, Ghosh A, Zhong J, Hagemann T, Sun W, Dong H, Noé F, Wolfrum C, Dietrich A, Stumvoll M, Massier L, Blüher M, Kovacs P, Chakaroun R, Keller M. Blood methylation pattern reflects epigenetic remodelling in adipose tissue after bariatric surgery. EBioMedicine 2024; 106:105242. [PMID: 39002385 PMCID: PMC11284569 DOI: 10.1016/j.ebiom.2024.105242] [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: 01/31/2024] [Revised: 06/27/2024] [Accepted: 06/28/2024] [Indexed: 07/15/2024] Open
Abstract
BACKGROUND Studies on DNA methylation following bariatric surgery have primarily focused on blood cells, while it is unclear to which extend it may reflect DNA methylation profiles in specific metabolically relevant organs such as adipose tissue. Here, we investigated whether adipose tissue depots specific methylation changes after bariatric surgery are mirrored in blood. METHODS Using Illumina 850K EPIC technology, we analysed genome-wide DNA methylation in paired blood, subcutaneous and omental visceral AT (SAT/OVAT) samples from nine individuals (N = 6 female) with severe obesity pre- and post-surgery. FINDINGS The numbers and effect sizes of differentially methylated regions (DMRs) post-bariatric surgery were more pronounced in AT (SAT: 12,865 DMRs from -11.5 to 10.8%; OVAT: 14,632 DMRs from -13.7 to 12.8%) than in blood (9267 DMRs from -8.8 to 7.7%). Cross-tissue DMRs implicated immune-related genes. Among them, 49 regions could be validated with similar methylation changes in blood from independent individuals. Fourteen DMRs correlated with differentially expressed genes in AT post bariatric surgery, including downregulation of PIK3AP1 in both SAT and OVAT. DNA methylation age acceleration was significantly higher in AT compared to blood, but remained unaffected after surgery. INTERPRETATION Concurrent methylation pattern changes in blood and AT, particularly in immune-related genes, suggest blood DNA methylation mirrors AT's inflammatory state post-bariatric surgery. FUNDING The funding sources are listed in the Acknowledgments section.
Collapse
Affiliation(s)
- Luise Müller
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, 04103, Germany
| | - Anne Hoffmann
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, Leipzig, 04103, Germany
| | - Stephan H Bernhart
- Interdisciplinary Center for Bioinformatics, University of Leipzig, 04107, Leipzig, Germany; Bioinformatics Group, Department of Computer, University of Leipzig, 04107, Leipzig, Germany; Transcriptome Bioinformatics, LIFE Research Center for Civilization Diseases, University of Leipzig, 04107, Leipzig, Germany
| | - Adhideb Ghosh
- Institute of Food, Nutrition and Health, ETH Zurich, 8092, Schwerzenbach, Switzerland
| | - Jiawei Zhong
- Department of Medicine Huddinge (H7), Karolinska Institutet, Karolinska University Hospital Huddinge, 141 83, Huddinge, Sweden
| | - Tobias Hagemann
- Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, Leipzig, 04103, Germany
| | - Wenfei Sun
- Institute of Food, Nutrition and Health, ETH Zurich, 8092, Schwerzenbach, Switzerland
| | - Hua Dong
- Institute of Food, Nutrition and Health, ETH Zurich, 8092, Schwerzenbach, Switzerland
| | - Falko Noé
- Institute of Food, Nutrition and Health, ETH Zurich, 8092, Schwerzenbach, Switzerland
| | - Christian Wolfrum
- Institute of Food, Nutrition and Health, ETH Zurich, 8092, Schwerzenbach, Switzerland
| | - Arne Dietrich
- Leipzig University Hospital, Department of Visceral, Transplantation, Thoracic and Vascular Surgery, Section of Bariatric Surgery, 04103, Leipzig, Germany
| | - Michael Stumvoll
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, 04103, Germany; Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, Leipzig, 04103, Germany; Deutsches Zentrum für Diabetesforschung e.V., 85764, Neuherberg, Germany
| | - Lucas Massier
- Department of Medicine Huddinge (H7), Karolinska Institutet, Karolinska University Hospital Huddinge, 141 83, Huddinge, Sweden
| | - Matthias Blüher
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, 04103, Germany; Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, Leipzig, 04103, Germany; Deutsches Zentrum für Diabetesforschung e.V., 85764, Neuherberg, Germany
| | - Peter Kovacs
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, 04103, Germany; Deutsches Zentrum für Diabetesforschung e.V., 85764, Neuherberg, Germany
| | - Rima Chakaroun
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, 04103, Germany; The Wallenberg Laboratory, Department of Molecular and Clinical Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, 41345, Gothenburg, Sweden
| | - Maria Keller
- Medical Department III - Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Leipzig, 04103, Germany; Helmholtz Institute for Metabolic, Obesity and Vascular Research (HI-MAG) of the Helmholtz Center Munich at the University of Leipzig and University Hospital Leipzig, Leipzig, 04103, Germany.
| |
Collapse
|
2
|
Ferenc K, Marcinkowski M, Olszewski J, Kowalczyk P, Pilžys T, Garbicz D, Dib N, Świderska B, Matyba P, Gajewski Z, Grzesiuk E, Zabielski R. The proteomic profile is altered but not repaired after bariatric surgery in type 2 diabetes pigs. Sci Rep 2024; 14:10235. [PMID: 38702370 PMCID: PMC11068747 DOI: 10.1038/s41598-024-60022-9] [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: 11/14/2023] [Accepted: 04/17/2024] [Indexed: 05/06/2024] Open
Abstract
To reveal the sources of obesity and type 2 diabetes (T2D) in humans, animal models, mainly rodents, have been used. Here, we propose a pig model of T2D. Weaned piglets were fed high fat/high sugar diet suppling 150% of metabolizable energy. Measurements of weight gain, blood morphology, glucose plasma levels, cholesterol, and triglycerides, as well as glucose tolerance (oral glucose tolerance test, OGTT) were employed to observe T2D development. The histology and mass spectrometry analyses were made post mortem. Within 6 months, the high fat-high sugar (HFHS) fed pigs showed gradual and significant increase in plasma triglycerides and glucose levels in comparison to the controls. Using OGTT test, we found stable glucose intolerance in 10 out of 14 HFHS pigs. Mass spectrometry analysis indicated significant changes in 330 proteins in the intestine, liver, and pancreas of the HFHS pigs. These pigs showed also an increase in DNA base modifications and elevated level of the ALKBH proteins in the tissues. Six diabetic HFHS pigs underwent Scopinaro bariatric surgery restoring glycaemia one month after surgery. In conclusion, a high energy diet applied to piglets resulted in the development of hyperlipidaemia, hyperglycaemia, and type 2 diabetes being reversed by a bariatric procedure, excluding the proteomic profile utill one month after the surgery.
Collapse
Affiliation(s)
- Karolina Ferenc
- Center for Translational Medicine, Warsaw University of Life Sciences, Nowoursynowska 100, 02-797, Warsaw, Poland
| | - Michał Marcinkowski
- Institute of Genetics and Biotechnology, Faculty of Biology, University of Warsaw, Pawińskiego 5a, 02-106, Warsaw, Poland
| | - Jarosław Olszewski
- Center for Translational Medicine, Warsaw University of Life Sciences, Nowoursynowska 100, 02-797, Warsaw, Poland
| | - Paweł Kowalczyk
- Kielanowski Institute of Animal Physiology and Nutrition, Polish Academy of Sciences, Instytucka 3, 05-110, Jabłonna, Poland
| | - Tomaš Pilžys
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Pawińskiego 5a, 02-106, Warsaw, Poland
| | - Damian Garbicz
- Institute of Oncology, Maria Sklodowska-Curie National Research, W.K. Roentgena 5, 02-781, Warsaw, Poland
| | - Naser Dib
- European Health Centre Otwock (ECZ Otwock), The Fryderyk Chopin Hospital, Borowa 14/18, 05-400, Otwock, Poland
| | - Bianka Świderska
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Pawińskiego 5a, 02-106, Warsaw, Poland
| | - Piotr Matyba
- Center for Translational Medicine, Warsaw University of Life Sciences, Nowoursynowska 100, 02-797, Warsaw, Poland
| | - Zdzisław Gajewski
- Center for Translational Medicine, Warsaw University of Life Sciences, Nowoursynowska 100, 02-797, Warsaw, Poland
| | - Elżbieta Grzesiuk
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Pawińskiego 5a, 02-106, Warsaw, Poland.
| | - Romuald Zabielski
- Center for Translational Medicine, Warsaw University of Life Sciences, Nowoursynowska 100, 02-797, Warsaw, Poland.
| |
Collapse
|
3
|
San-Cristobal R, de Toro-Martín J, Guénard F, Pérusse L, Biron S, Marceau S, Lafortune Payette A, Vohl MC. Impact of maternal cardiometabolic status after bariatric surgery on the association between telomere length and adiposity in offspring. Sci Rep 2023; 13:20771. [PMID: 38008763 PMCID: PMC10679094 DOI: 10.1038/s41598-023-47813-2] [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: 02/14/2023] [Accepted: 11/18/2023] [Indexed: 11/28/2023] Open
Abstract
The impact of bariatric surgery on metabolic and inflammatory status are reflected in the epigenetic profile and telomere length mediated by the changes in the metabolic status of the patients. This study compared the telomere length of children born before versus after maternal bariatric surgery as a surrogate to test the influence of the mother's metabolic status on children's telomere length. DNA methylation telomere length (DNAmTL) was estimated from Methylation-EPIC BeadChip array data from a total of 24 children born before and after maternal bariatric surgery in the greater Quebec City area. DNAmTL was inversely associated with chronological age in children (r = - 0.80, p < 0.001) and significant differences were observed on age-adjusted DNAmTL between children born before versus after the maternal bariatric surgery. The associations found between body mass index and body fat percentage with DNAmTL in children born after the surgery were influenced by maternal triglycerides, TG/HDL-C ratio and TyG index. This study reports the impact of maternal bariatric surgery on offspring telomere length. The influence of maternal metabolic status on the association between telomere length and markers of adiposity in children suggests a putative modulating effect of bariatric surgery on the cardiometabolic risk in offspring.
Collapse
Affiliation(s)
- Rodrigo San-Cristobal
- Centre Nutrition, santé et société (NUTRISS), Université Laval, Quebec, QC, G1V 0A6, Canada
- Institut sur la nutrition et les aliments fonctionnels (INAF), Université Laval, Quebec, QC, Canada
- School of Nutrition, Université Laval, Quebec, QC, Canada
| | - Juan de Toro-Martín
- Centre Nutrition, santé et société (NUTRISS), Université Laval, Quebec, QC, G1V 0A6, Canada
- Institut sur la nutrition et les aliments fonctionnels (INAF), Université Laval, Quebec, QC, Canada
- School of Nutrition, Université Laval, Quebec, QC, Canada
| | - Frédéric Guénard
- Institut sur la nutrition et les aliments fonctionnels (INAF), Université Laval, Quebec, QC, Canada
| | - Louis Pérusse
- Centre Nutrition, santé et société (NUTRISS), Université Laval, Quebec, QC, G1V 0A6, Canada
- Institut sur la nutrition et les aliments fonctionnels (INAF), Université Laval, Quebec, QC, Canada
- Department of Kinesiology, Université Laval, Quebec, QC, Canada
| | - Simon Biron
- Department of Surgery, Université Laval, Quebec, QC, Canada
- Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval, Quebec, Canada
| | - Simon Marceau
- Department of Surgery, Université Laval, Quebec, QC, Canada
- Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval, Quebec, Canada
| | - Annie Lafortune Payette
- Department of Surgery, Université Laval, Quebec, QC, Canada
- Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval, Quebec, Canada
| | - Marie-Claude Vohl
- Centre Nutrition, santé et société (NUTRISS), Université Laval, Quebec, QC, G1V 0A6, Canada.
- Institut sur la nutrition et les aliments fonctionnels (INAF), Université Laval, Quebec, QC, Canada.
- School of Nutrition, Université Laval, Quebec, QC, Canada.
| |
Collapse
|
4
|
Sánchez EC, Barajas-Olmos F, Baca P, Zerrweck C, Guilbert L, Martínez-Hernández A, Centeno F, Orozco L. DNA Methylation Remodeling after Bariatric Surgery Correlates with Clinical Parameters. Adv Biol (Weinh) 2023; 7:e2300001. [PMID: 37144655 DOI: 10.1002/adbi.202300001] [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: 01/01/2023] [Revised: 03/27/2023] [Indexed: 05/06/2023]
Abstract
The altered functions of adipose tissue are one of the main issues in obesity. Bariatric surgery is associated with improvement of obesity associated comorbidities. Here DNA methylation remodeling in adipose tissue after bariatric surgery is examined. After six months postoperative, DNA methylation shows changes in 1155 CpG sites, 66 of these sites correlate with body mass index. Some sites also show correlation with LDL-C, HDL-C, total cholesterol, and triglycerides. CpG sites are located in genes that have not previously been linked to obesity or metabolic diseases. GNAS complex locus is one of those that presented CpG site with the greatest changes after surgery, and the most significant correlation with BMI and lipid profiles. These results show that epigenetic regulation may be involved in the alteration of adipose tissue functions in obesity.
Collapse
Affiliation(s)
- Ernesto Carlos Sánchez
- Immunogenomics and Metabolic Disease Laboratory, Instituto Nacional de Medicina Genómica, SS, Periférico Sur 4809, Mexico City, Tlalpan, 14610, Mexico
- Posgrado en Ciencias Biológicas, Universidad Nacional Autónoma de México, Cto. de los Posgrados, Ciudad Universitaria, Mexico City, Coyoacán, 04510, Mexico
| | - Francisco Barajas-Olmos
- Immunogenomics and Metabolic Disease Laboratory, Instituto Nacional de Medicina Genómica, SS, Periférico Sur 4809, Mexico City, Tlalpan, 14610, Mexico
| | - Paulina Baca
- Immunogenomics and Metabolic Disease Laboratory, Instituto Nacional de Medicina Genómica, SS, Periférico Sur 4809, Mexico City, Tlalpan, 14610, Mexico
| | - Carlos Zerrweck
- Facultad de Medicina, Alta especialidad en Cirugía Bariatrica, UNAM, Escolar 411A, Copilco Universidad, Mexico City, Coyoacán, 04360, Mexico
| | - Lizbeth Guilbert
- Clínica Integral de Obesidad, Hospital General Tláhuac, Secretaría de Salud de la CDMX, Av. La turba 655, Mexico City, Tláhuac, 13278, Mexico
| | - Angélica Martínez-Hernández
- Immunogenomics and Metabolic Disease Laboratory, Instituto Nacional de Medicina Genómica, SS, Periférico Sur 4809, Mexico City, Tlalpan, 14610, Mexico
| | - Federico Centeno
- Immunogenomics and Metabolic Disease Laboratory, Instituto Nacional de Medicina Genómica, SS, Periférico Sur 4809, Mexico City, Tlalpan, 14610, Mexico
| | - Lorena Orozco
- Immunogenomics and Metabolic Disease Laboratory, Instituto Nacional de Medicina Genómica, SS, Periférico Sur 4809, Mexico City, Tlalpan, 14610, Mexico
| |
Collapse
|
5
|
Patel P, Selvaraju V, Babu JR, Geetha T. Association of the DNA Methylation of Obesity-Related Genes with the Dietary Nutrient Intake in Children. Nutrients 2023; 15:2840. [PMID: 37447167 DOI: 10.3390/nu15132840] [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: 05/24/2023] [Revised: 06/16/2023] [Accepted: 06/20/2023] [Indexed: 07/15/2023] Open
Abstract
The occurrence of obesity stems from both genetic and external influences. Despite thorough research and attempts to address it through various means such as dietary changes, physical activity, education, and medications, a lasting solution to this widespread problem remains elusive. Nutrients play a crucial role in various cellular processes, including the regulation of gene expression. One of the mechanisms by which nutrients can affect gene expression is through DNA methylation. This modification can alter the accessibility of DNA to transcription factors and other regulatory proteins, thereby influencing gene expression. Nutrients such as folate and vitamin B12 are involved in the one-carbon metabolism pathway, which provides the methyl groups necessary for DNA methylation. Studies have shown that the inadequate intake of these nutrients can lead to alterations in DNA methylation patterns. For this study, we aim to understand the differences in the association of the dietary intake between normal weight and overweight/obese children and between European American and African American children with the DNA methylation of the three genes NRF1, FTO, and LEPR. The research discovered a significant association between the nutritional intake of 6-10-years-old children, particularly the methyl donors present in their diet, and the methylation of the NRF1, FTO, and LEPR genes. Additionally, the study emphasizes the significance of considering health inequalities, particularly family income and maternal education, when investigating the epigenetic impact of methyl donors in diet and gene methylation.
Collapse
Affiliation(s)
- Priyadarshni Patel
- Department of Nutritional Sciences, Auburn University, Auburn, AL 36849, USA
| | | | - Jeganathan Ramesh Babu
- Department of Nutritional Sciences, Auburn University, Auburn, AL 36849, USA
- Boshell Metabolic Diseases and Diabetes Program, Auburn University, Auburn, AL 36849, USA
| | - Thangiah Geetha
- Department of Nutritional Sciences, Auburn University, Auburn, AL 36849, USA
- Boshell Metabolic Diseases and Diabetes Program, Auburn University, Auburn, AL 36849, USA
| |
Collapse
|
6
|
Nicoletti CF, Roschel H, Merege-Filho C, Lima AP, Gil S, Pinhel MAS, Noronha NY, Santo MA, Jacome A, Crujeiras AB, Gualano B, Nonino CB. Exercise training and DNA methylation profile in post-bariatric women: Results from an exploratory study. Front Sports Act Living 2023; 5:1092050. [PMID: 36845826 PMCID: PMC9945193 DOI: 10.3389/fspor.2023.1092050] [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: 11/07/2022] [Accepted: 01/19/2023] [Indexed: 02/10/2023] Open
Abstract
Exercise training and bariatric surgery have been shown to independently modulate DNA methylation profile in clusters of genes related to metabolic and inflammatory pathways. This study aimed to investigate the effects of a 6-month exercise training program on DNA methylation profile in women who underwent bariatric surgery. In this exploratory, quasi-experimental study, we analyzed DNA methylation levels by array technology in eleven women who underwent Roux-en-Y Gastric Bypass and a 6-month, three-times-a-week, supervised exercise training program. Epigenome Wide Association Analysis showed 722 CpG sites with different methylation level equal to or greater than 5% (P < 0.01) after exercise training. Some of these CpGs sites were related to pathophysiological mechanisms of inflammation, specially Th17 cell differentiation (FDR value < 0.05 and P < 0.001). Our data showed epigenetic modification in specific CpG sites related to Th17 cell differentiation pathway in post-bariatric women following a 6-months exercise training program.
Collapse
Affiliation(s)
- Carolina F. Nicoletti
- Department of Internal Medicine, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão preto, Brazil,Applied Physiology & Nutrition Research Group, School of Physical Educaton and Sport, Rheumatology Division, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao paulo, Brazil,Correspondence: Carolina F Nicoletti
| | - Hamilton Roschel
- Applied Physiology & Nutrition Research Group, School of Physical Educaton and Sport, Rheumatology Division, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao paulo, Brazil
| | - Carlos Merege-Filho
- Applied Physiology & Nutrition Research Group, School of Physical Educaton and Sport, Rheumatology Division, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao paulo, Brazil
| | - Alisson P. Lima
- Applied Physiology & Nutrition Research Group, School of Physical Educaton and Sport, Rheumatology Division, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao paulo, Brazil
| | - Saulo Gil
- Applied Physiology & Nutrition Research Group, School of Physical Educaton and Sport, Rheumatology Division, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao paulo, Brazil
| | - Marcela A. S. Pinhel
- Department of Internal Medicine, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão preto, Brazil,Laboratory of Studies in Biochemistry and Molecular Biology, Department of Molecular Biology, São José do Rio Preto Medical School, Sao Jose do Rio Preto, Brazil
| | - Natalia Y. Noronha
- Department of Internal Medicine, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão preto, Brazil
| | - Marco A. Santo
- Department of Digestive Surgery, School of Medicine, University of Paulo, Sao Paulo, Brazil
| | - Amalia Jacome
- Department of Mathematics, MODES Group, CITIC, Universidade da Coruña, Faculty of Science, A coruña, Spain
| | - Ana B. Crujeiras
- Epigenomics in Endocrinology and Nutrition, Instituto de Investigación Sanitaria (IDIS), Complejo Hospitalario Universitario de Santiago (CHUS) and Santiago de Compostela University (USC), Santiago de Compostela, Spain, CIBER Fisiopatología de la Obesidad y la Nutrición (CIBERobn), Madrid, Spain
| | - Bruno Gualano
- Applied Physiology & Nutrition Research Group, School of Physical Educaton and Sport, Rheumatology Division, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao paulo, Brazil
| | - Carla B. Nonino
- Department of Health Science, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão preto, Brazil
| |
Collapse
|
7
|
Lorenzo PM, Sajoux I, Izquierdo AG, Gomez-Arbelaez D, Zulet MA, Abete I, Castro AI, Baltar J, Portillo MP, Tinahones FJ, Martinez JA, Casanueva FF, Crujeiras AB. Immunomodulatory effect of a very-low-calorie ketogenic diet compared with bariatric surgery and a low-calorie diet in patients with excessive body weight. Clin Nutr 2022; 41:1566-1577. [DOI: 10.1016/j.clnu.2022.05.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 04/20/2022] [Accepted: 05/10/2022] [Indexed: 12/16/2022]
|
8
|
Izquierdo AG, Carreira MC, Boughanem H, Moreno-Navarrete JM, Nicoletti CF, Oliver P, de Luis D, Nonino CB, Portillo MP, Martinez-Olmos MA, Fernandez-Real JM, Tinahones FJ, Martinez JA, Macias-González M, Casanueva FF, Crujeiras AB. Adipose tissue and blood leukocytes ACE2 DNA methylation in obesity and after weight loss. Eur J Clin Invest 2022; 52:e13685. [PMID: 34582564 DOI: 10.1111/eci.13685] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Revised: 08/26/2021] [Accepted: 09/21/2021] [Indexed: 12/23/2022]
Abstract
BACKGROUND Obesity was consistently associated with a poor prognosis in patients with COVID-19. Epigenetic mechanisms were proposed as the link between obesity and comorbidities risk. AIM To evaluate the methylation levels of angiotensin-converting enzyme 2 (ACE2) gene, the main entry receptor of SARS-CoV-2, in different depots of adipose tissue (AT) and leukocytes (PBMCs) in obesity and after weight loss therapy based on a very-low-calorie ketogenic diet (VLCKD), a balanced hypocaloric diet (HCD) or bariatric surgery (BS). MATERIALS AND METHODS DNA methylation levels of ACE2 were extracted from our data sets generated by the hybridization of subcutaneous (SAT) (n = 32) or visceral (VAT; n = 32) adipose tissue, and PBMCs (n = 34) samples in Infinium HumanMethylation450 BeadChips. Data were compared based on the degree of obesity and after 4-6 months of weight loss either by following a nutritional or surgical treatment and correlated with ACE2 transcript levels. RESULTS As compared with normal weight, VAT from patients with obesity showed higher ACE2 methylation levels. These differences were mirrored in PBMCs but not in SAT. The observed obesity-associated methylation of ACE2 was reversed after VLCKD and HCD but not after BS. Among the studied CpG sites, cg16734967 and cg21598868, located at the promoter, were the most affected and correlated with BMI. The observed DNA methylation pattern was inversely correlated with ACE2 expression. CONCLUSION Obesity-related VAT shows hypermethylation and downregulation of the ACE2 gene that is mirrored in PBMCs and is restored after nutritional weight reduction therapy. The results warrant the necessity to further evaluate its implication for COVID-19 pathogenesis.
Collapse
Affiliation(s)
- Andrea G Izquierdo
- Epigenomics in Endocrinology and Nutrition Group, Epigenomics Unit, Instituto de Investigacion Sanitaria de Santiago de Compostela (IDIS), Complejo Hospitalario Universitario de Santiago de Compostela (CHUS/SERGAS), Santiago de Compostela, Spain.,Endocrine Division, Complejo Hospitalario Universitario de Santiago de Compostela (CHUS/SERGAS) and Santiago de Compostela University (USC), Santiago de Compostela, Spain.,CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain
| | - Marcos C Carreira
- Endocrine Division, Complejo Hospitalario Universitario de Santiago de Compostela (CHUS/SERGAS) and Santiago de Compostela University (USC), Santiago de Compostela, Spain.,CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain.,Molecular Endocrinology Group, Instituto de Investigacion Sanitaria de Santiago de Compostela (IDIS), Complejo Hospitalario Universitario de Santiago de Compostela (CHUS/SERGAS) and Santiago de Compostela University (USC), Santiago de Compostela, Spain
| | - Hatim Boughanem
- CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain.,Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, University of Malaga (IBIMA), Malaga, Spain
| | - Jose M Moreno-Navarrete
- CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain.,Department of Diabetes, Endocrinology and Nutrition, Institut d'Investigació Biomèdica de Girona (IdIBGi) and Universitat de Girona, Girona, Spain
| | - Carolina F Nicoletti
- Department of Internal Medicine, Laboratory of Nutrigenomic Studies, Ribeirao Preto Medical School (FMRP) University of Sao Paulo (USP), Sao Paulo, Brazil
| | - Paula Oliver
- CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain.,Nutrigenomics and Obesity Group, University of the Balearic Islands and Health Research Institute of the Balearic Islands (IdISBa), Palma, Spain
| | - Daniel de Luis
- Center of Investigation of Endocrinology and Nutrition, Medicine School and Department of Endocrinology and Investigation, Hospital Clinico Universitario, University of Valladolid, Valladolid, Spain
| | - Carla B Nonino
- Department of Internal Medicine, Laboratory of Nutrigenomic Studies, Ribeirao Preto Medical School (FMRP) University of Sao Paulo (USP), Sao Paulo, Brazil
| | - Maria P Portillo
- CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain.,Nutrition and Obesity Group, Department of Nutrition and Food Science, Lucio Lascaray Research Institute and Bioaraba Health Research Institute, University of the Basque Country (UPV/EHU), Vitoria, Spain
| | - Miguel A Martinez-Olmos
- Epigenomics in Endocrinology and Nutrition Group, Epigenomics Unit, Instituto de Investigacion Sanitaria de Santiago de Compostela (IDIS), Complejo Hospitalario Universitario de Santiago de Compostela (CHUS/SERGAS), Santiago de Compostela, Spain.,Endocrine Division, Complejo Hospitalario Universitario de Santiago de Compostela (CHUS/SERGAS) and Santiago de Compostela University (USC), Santiago de Compostela, Spain.,CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain
| | - Jose M Fernandez-Real
- CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain.,Department of Diabetes, Endocrinology and Nutrition, Institut d'Investigació Biomèdica de Girona (IdIBGi) and Universitat de Girona, Girona, Spain
| | - Francisco J Tinahones
- CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain.,Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, University of Malaga (IBIMA), Malaga, Spain
| | - J Alfredo Martinez
- CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain.,Department of Nutrition, Food Science and Physiology, Centre for Nutrition Research, Navarra Institute for Health Research, University of Navarra (UNAV) and IdiSNA, Pamplona, Spain.,Nutritional Genomics and Epigenomics Group, IMDEA Food, CEI UAM + CSIC, Madrid, Spain
| | - Manuel Macias-González
- CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain.,Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, University of Malaga (IBIMA), Malaga, Spain
| | - Felipe F Casanueva
- Endocrine Division, Complejo Hospitalario Universitario de Santiago de Compostela (CHUS/SERGAS) and Santiago de Compostela University (USC), Santiago de Compostela, Spain.,CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain.,Molecular Endocrinology Group, Instituto de Investigacion Sanitaria de Santiago de Compostela (IDIS), Complejo Hospitalario Universitario de Santiago de Compostela (CHUS/SERGAS) and Santiago de Compostela University (USC), Santiago de Compostela, Spain
| | - Ana B Crujeiras
- Epigenomics in Endocrinology and Nutrition Group, Epigenomics Unit, Instituto de Investigacion Sanitaria de Santiago de Compostela (IDIS), Complejo Hospitalario Universitario de Santiago de Compostela (CHUS/SERGAS), Santiago de Compostela, Spain.,Endocrine Division, Complejo Hospitalario Universitario de Santiago de Compostela (CHUS/SERGAS) and Santiago de Compostela University (USC), Santiago de Compostela, Spain.,CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain
| |
Collapse
|
9
|
Ceglarek VM, Bertasso IM, Pietrobon CB, Scomazzon SP, Leite NC, Bonfleur ML, Araújo ACF, Balbo SL, Grassiolli S. Maternal Roux-en-Y gastric bypass surgery reduces lipid deposition and increases UCP1 expression in the brown adipose tissue of male offspring. Sci Rep 2021; 11:1158. [PMID: 33441773 PMCID: PMC7806700 DOI: 10.1038/s41598-020-80104-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 12/03/2020] [Indexed: 01/22/2023] Open
Abstract
Maternal obesity induced by cafeteria diet (CAF) predisposes offspring to obesity and metabolic diseases, events that could be avoided by maternal bariatric surgery (BS). Herein we evaluated whether maternal BS is able to modulate brown adipose tissue (BAT) morphology and function in adult male rats born from obese female rats submitted to Roux-en-Y gastric bypass (RYGB). For this, adult male rat offspring were obtained from female rats that consumed standard diet (CTL), or CAF diet, and were submitted to simulated operation or RYGB. Analysis of offspring showed that, at 120 days of life, the maternal CAF diet induced adiposity and decreased the expression of mitochondrial Complex I (CI) and Complex III (CIII) in the BAT, resulting in higher accumulation of lipids than in BAT from offspring of CTL dams. Moreover, maternal RYGB increased UCP1 expression and prevented excessive deposition of lipids in the BAT of adult male offspring rats. However, maternal RYGB failed to reverse the effects of maternal diet on CI and CIII expression. Thus, maternal CAF promotes higher lipid deposition in the BAT of offspring, contributing to elevated adiposity. Maternal RYGB prevented obesity in offspring, probably by increasing the expression of UCP1.
Collapse
Affiliation(s)
- Vanessa Marieli Ceglarek
- Laboratory of Endocrine and Metabolic Physiology, Biosciences and Health, Postgraduate, University of West Parana, Cascavel, PR, Brazil. .,Institute of Basic Health Sciences. Biological Sciences: Physiology, postgraduate. Department of Physiology, Room 337-7, Laboratory of Neurophysiology of Cognition and Development of the Brain, Federal University of Rio Grande do Sul, 500, Sarmento Leite - Farroupilha, Porto Alegre, RS, 90050-170, Brazil.
| | - Iala Milene Bertasso
- Laboratory of Endocrine and Metabolic Physiology, Biosciences and Health, Postgraduate, University of West Parana, Cascavel, PR, Brazil
| | - Carla Bruna Pietrobon
- Laboratory of Endocrine and Metabolic Physiology, Biosciences and Health, Postgraduate, University of West Parana, Cascavel, PR, Brazil
| | - Sofia Pizzato Scomazzon
- Medical Sciences: Endocrinology Post Graduate Program, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Nayara Carvalho Leite
- Obesity Comorbidities and Research Center, University of Campinas, Campinas, SP, Brazil
| | - Maria Lúcia Bonfleur
- Laboratory of Endocrine and Metabolic Physiology, Biosciences and Health, Postgraduate, University of West Parana, Cascavel, PR, Brazil
| | - Allan Cezar Faria Araújo
- Laboratory of Endocrine and Metabolic Physiology, Biosciences and Health, Postgraduate, University of West Parana, Cascavel, PR, Brazil
| | - Sandra Lucinei Balbo
- Laboratory of Endocrine and Metabolic Physiology, Biosciences and Health, Postgraduate, University of West Parana, Cascavel, PR, Brazil
| | - Sabrina Grassiolli
- Laboratory of Endocrine and Metabolic Physiology, Biosciences and Health, Postgraduate, University of West Parana, Cascavel, PR, Brazil
| |
Collapse
|
10
|
|
11
|
Pinhel MAS, Noronha NY, Nicoletti CF, Pereira VAB, de Oliveira BAP, Cortes-Oliveira C, Salgado W, Barbosa F, Marchini JS, Souza DRS, Nonino CB. Changes in DNA Methylation and Gene Expression of Insulin and Obesity-Related Gene PIK3R1 after Roux-en-Y Gastric Bypass. Int J Mol Sci 2020; 21:E4476. [PMID: 32599690 PMCID: PMC7352760 DOI: 10.3390/ijms21124476] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Revised: 02/18/2020] [Accepted: 02/24/2020] [Indexed: 11/18/2022] Open
Abstract
Weight regulation and the magnitude of weight loss after a Roux-en-Y gastric bypass (RYGB) can be genetically determined. DNA methylation patterns and the expression of some genes can be altered after weight loss interventions, including RYGB. The present study aimed to evaluate how the gene expression and DNA methylation of PIK3R1, an obesity and insulin-related gene, change after RYGB. Blood samples were obtained from 13 women (35.9 ± 9.2 years) with severe obesity before and six months after surgical procedure. Whole blood transcriptome and epigenomic patterns were assessed by microarray-based, genome-wide technologies. A total of 1966 differentially expressed genes were identified in the pre- and postoperative periods of RYGB. From these, we observed that genes involved in obesity and insulin pathways were upregulated after surgery. Then, the PIK3R1 gene was selected for further RT-qPCR analysis and cytosine-guanine nucleotide (CpG) sites methylation evaluation. We observed that the PI3KR1 gene was upregulated, and six DNA methylation CpG sites were differently methylated after bariatric surgery. In conclusion, we found that RYGB upregulates genes involved in obesity and insulin pathways.
Collapse
Affiliation(s)
- Marcela A S Pinhel
- Laboratory of Nutrigenomics Studies, Health Science Department, Ribeirão Preto Medical School, Ribeirão Preto 14049-900, Brazil; (M.A.S.P.); (N.Y.N.); (C.F.N.); (V.A.B.P.); (B.A.P.d.O.); (C.C.-O.); (W.S.J.); (J.S.M.)
- Department of Molecular Biology, São José do Rio Preto Medical School, São José do Rio Preto 15090-000, Brazil;
| | - Natália Y Noronha
- Laboratory of Nutrigenomics Studies, Health Science Department, Ribeirão Preto Medical School, Ribeirão Preto 14049-900, Brazil; (M.A.S.P.); (N.Y.N.); (C.F.N.); (V.A.B.P.); (B.A.P.d.O.); (C.C.-O.); (W.S.J.); (J.S.M.)
| | - Carolina F Nicoletti
- Laboratory of Nutrigenomics Studies, Health Science Department, Ribeirão Preto Medical School, Ribeirão Preto 14049-900, Brazil; (M.A.S.P.); (N.Y.N.); (C.F.N.); (V.A.B.P.); (B.A.P.d.O.); (C.C.-O.); (W.S.J.); (J.S.M.)
| | - Vanessa AB Pereira
- Laboratory of Nutrigenomics Studies, Health Science Department, Ribeirão Preto Medical School, Ribeirão Preto 14049-900, Brazil; (M.A.S.P.); (N.Y.N.); (C.F.N.); (V.A.B.P.); (B.A.P.d.O.); (C.C.-O.); (W.S.J.); (J.S.M.)
| | - Bruno AP de Oliveira
- Laboratory of Nutrigenomics Studies, Health Science Department, Ribeirão Preto Medical School, Ribeirão Preto 14049-900, Brazil; (M.A.S.P.); (N.Y.N.); (C.F.N.); (V.A.B.P.); (B.A.P.d.O.); (C.C.-O.); (W.S.J.); (J.S.M.)
| | - Cristiana Cortes-Oliveira
- Laboratory of Nutrigenomics Studies, Health Science Department, Ribeirão Preto Medical School, Ribeirão Preto 14049-900, Brazil; (M.A.S.P.); (N.Y.N.); (C.F.N.); (V.A.B.P.); (B.A.P.d.O.); (C.C.-O.); (W.S.J.); (J.S.M.)
| | - Wilson Salgado
- Laboratory of Nutrigenomics Studies, Health Science Department, Ribeirão Preto Medical School, Ribeirão Preto 14049-900, Brazil; (M.A.S.P.); (N.Y.N.); (C.F.N.); (V.A.B.P.); (B.A.P.d.O.); (C.C.-O.); (W.S.J.); (J.S.M.)
| | - Fernando Barbosa
- School of Pharmaceutical Sciences of Ribeirão Preto, Ribeirão Preto 14040-900, Brazil;
| | - Júlio S Marchini
- Laboratory of Nutrigenomics Studies, Health Science Department, Ribeirão Preto Medical School, Ribeirão Preto 14049-900, Brazil; (M.A.S.P.); (N.Y.N.); (C.F.N.); (V.A.B.P.); (B.A.P.d.O.); (C.C.-O.); (W.S.J.); (J.S.M.)
| | - Doroteia RS Souza
- Department of Molecular Biology, São José do Rio Preto Medical School, São José do Rio Preto 15090-000, Brazil;
| | - Carla B Nonino
- Laboratory of Nutrigenomics Studies, Health Science Department, Ribeirão Preto Medical School, Ribeirão Preto 14049-900, Brazil; (M.A.S.P.); (N.Y.N.); (C.F.N.); (V.A.B.P.); (B.A.P.d.O.); (C.C.-O.); (W.S.J.); (J.S.M.)
| |
Collapse
|
12
|
Nicoletti CF, Cortes-Oliveira C, Noronha NY, Pinhel MAS, Dantas WS, Jácome A, Marchini JS, Gualano B, Crujeiras AB, Nonino CB. DNA methylation pattern changes following a short-term hypocaloric diet in women with obesity. Eur J Clin Nutr 2020; 74:1345-1353. [PMID: 32404903 DOI: 10.1038/s41430-020-0660-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 02/20/2020] [Accepted: 05/01/2020] [Indexed: 11/09/2022]
Abstract
BACKGROUND/OBJECTIVES We aimed to investigate the effects of short-term hypocaloric diet-induced weight loss on DNA methylation profile in leukocytes from women with severe obesity. METHODS Eleven women with morbid obesity (age: 36.9 ± 10.3 years; BMI: 58.5 ± 10.5 kg/m2) were assessed before and after 6 weeks of a hypocaloric dietary intervention. The participants were compared with women of average weight and the same age (age: 36.9 ± 11.8 years; BMI: 22.5 ± 1.6 kg/m2). Genome-wide DNA methylation analysis was performed in DNA extracted from peripheral blood leukocytes using the Infinium Human Methylation 450 BeadChip assay. Changes (Δβ) in the methylation level of each CpGs were calculated. A threshold with a minimum value of 10%, p < 0.001, for the significant CpG sites based on Δβ and a false discovery rate of <0.05 was set. RESULTS Dietary intervention changed the methylation levels at 16,064 CpG sites. These CpGs sites were related to cancer, cell cycle-related, MAPK, Rap1, and Ras signaling pathways. However, regardless of hypocaloric intervention, a group of 878 CpGs (related to 649 genes) remained significantly altered in obese women when compared with normal-weight women. Pathway enrichment analysis identified genes related to the cadherin and Wnt pathway, angiogenesis signaling, and p53 pathways by glucose deprivation. CONCLUSION A short-term hypocaloric intervention in patients with severe obesity partially restored the obesity-related DNA methylation pattern. Thus, the full change of obesity-related DNA methylation patterns could be proportional to the weight-loss rate in these patients after dietary interventions.
Collapse
Affiliation(s)
- C F Nicoletti
- Laboratory of Nutrigenomics Studies, Department of Health Science, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão Preto, Brazil.,Applied Physiology & Nutrition Research Group, School of Physical Educaton and Sport, Rheumatology Division, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - C Cortes-Oliveira
- Laboratory of Nutrigenomics Studies, Department of Health Science, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão Preto, Brazil
| | - N Y Noronha
- Laboratory of Nutrigenomics Studies, Department of Health Science, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão Preto, Brazil
| | - M A S Pinhel
- Laboratory of Nutrigenomics Studies, Department of Health Science, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão Preto, Brazil.,Laboratory of Studies in Biochemistry and Molecular Biology, Department of Molecular Biology, São José do Rio Preto Medical School, Sao Paulo, Brazil
| | - W S Dantas
- Applied Physiology & Nutrition Research Group, School of Physical Educaton and Sport, Rheumatology Division, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - A Jácome
- Department of Mathematics, MODES group, CITIC, Faculty of Science, Universidade da Coruña, A Coruña, Spain
| | - J S Marchini
- Department of Internal Medicine, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão Preto, Brazil
| | - B Gualano
- Applied Physiology & Nutrition Research Group, School of Physical Educaton and Sport, Rheumatology Division, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - A B Crujeiras
- Epigenomics in Endocrinology and Nutrition, Instituto de Investigación Sanitaria (IDIS), Complejo Hospitalario Universitario de Santiago (CHUS), Santiago de Compostela University (USC), Santiago de Compostela, Spain. .,CIBER Fisiopatología de la Obesidad y la Nutrición (CIBERobn), Madrid, Spain.
| | - C B Nonino
- Laboratory of Nutrigenomics Studies, Department of Health Science, Ribeirão Preto Medical School, University of Sao Paulo, Ribeirão Preto, Brazil.
| |
Collapse
|
13
|
Altered pathways in methylome and transcriptome longitudinal analysis of normal weight and bariatric surgery women. Sci Rep 2020; 10:6515. [PMID: 32296077 PMCID: PMC7160100 DOI: 10.1038/s41598-020-60814-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 02/11/2020] [Indexed: 11/13/2022] Open
Abstract
DNA methylation could provide a link between environmental, genetic factors and weight control and can modify gene expression pattern. This study aimed to identify genes, which are differentially expressed and methylated depending on adiposity state by evaluating normal weight women and obese women before and after bariatric surgery (BS). We enrolled 24 normal weight (BMI: 22.5 ± 1.6 kg/m2) and 24 obese women (BMI: 43.3 ± 5.7 kg/m2) submitted to BS. Genome-wide methylation analysis was conducted using Infinium Human Methylation 450 BeadChip (threshold for significant CpG sites based on delta methylation level with a minimum value of 5%, a false discovery rate correction (FDR) of q < 0.05 was applied). Expression levels were measured using HumanHT-12v4 Expression BeadChip (cutoff of p ≤ 0.05 and fold change ≥2.0 was used to detect differentially expressed probes). The integrative analysis of both array data identified four genes (i.e. TPP2, PSMG6, ARL6IP1 and FAM49B) with higher methylation and lower expression level in pre-surgery women compared to normal weight women: and two genes (i.e. ZFP36L1 and USP32) that were differentially methylated after BS. These methylation changes were in promoter region and gene body. All genes are related to MAPK cascade, NIK/NF-kappaB signaling, cellular response to insulin stimulus, proteolysis and others. Integrating analysis of DNA methylation and gene expression evidenced that there is a set of genes relevant to obesity that changed after BS. A gene ontology analysis showed that these genes were enriched in biological functions related to adipogenesis, orexigenic, oxidative stress and insulin metabolism pathways. Also, our results suggest that although methylation plays a role in gene silencing, the majority of effects were not correlated.
Collapse
|
14
|
Fraszczyk E, Luijten M, Spijkerman AMW, Snieder H, Wackers PFK, Bloks VW, Nicoletti CF, Nonino CB, Crujeiras AB, Buurman WA, Greve JW, Rensen SS, Wolffenbuttel BHR, van Vliet-Ostaptchouk JV. The effects of bariatric surgery on clinical profile, DNA methylation, and ageing in severely obese patients. Clin Epigenetics 2020; 12:14. [PMID: 31959221 PMCID: PMC6972025 DOI: 10.1186/s13148-019-0790-2] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 11/27/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Severe obesity is a growing, worldwide burden and conventional therapies including radical change of diet and/or increased physical activity have limited results. Bariatric surgery has been proposed as an alternative therapy showing promising results. It leads to substantial weight loss and improvement of comorbidities such as type 2 diabetes. Increased adiposity is associated with changes in epigenetic profile, including DNA methylation. We investigated the effect of bariatric surgery on clinical profile, DNA methylation, and biological age estimated using Horvath's epigenetic clock. RESULTS To determine the impact of bariatric surgery and subsequent weight loss on clinical traits, a cohort of 40 severely obese individuals (BMI = 30-73 kg/m2) was examined at the time of surgery and at three follow-up visits, i.e., 3, 6, and 12 months after surgery. The majority of the individuals were women (65%) and the mean age at surgery was 45.1 ± 8.1 years. We observed a significant decrease over time in BMI, fasting glucose, HbA1c, HOMA-IR, insulin, total cholesterol, triglycerides, LDL and free fatty acids levels, and a significant small increase in HDL levels (all p values < 0.05). Epigenome-wide association analysis revealed 4857 differentially methylated CpG sites 12 months after surgery (at Bonferroni-corrected p value < 1.09 × 10-7). Including BMI change in the model decreased the number of significantly differentially methylated CpG sites by 51%. Gene set enrichment analysis identified overrepresentation of multiple processes including regulation of transcription, RNA metabolic, and biosynthetic processes in the cell. Bariatric surgery in severely obese patients resulted in a decrease in both biological age and epigenetic age acceleration (EAA) (mean = - 0.92, p value = 0.039). CONCLUSIONS Our study shows that bariatric surgery leads to substantial BMI decrease and improvement of clinical outcomes observed 12 months after surgery. These changes explained part of the association between bariatric surgery and DNA methylation. We also observed a small, but significant improvement of biological age. These epigenetic changes may be modifiable by environmental lifestyle factors and could be used as potential biomarkers for obesity and in the future for obesity related comorbidities.
Collapse
Affiliation(s)
- Eliza Fraszczyk
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.,Centre for Health Protection, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Mirjam Luijten
- Centre for Health Protection, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Annemieke M W Spijkerman
- Centre for Nutrition, Prevention and Health services, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Harold Snieder
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Paul F K Wackers
- Centre for Health Protection, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Vincent W Bloks
- Department of Pediatrics, section of Molecular Metabolism and Nutrition, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Carolina F Nicoletti
- Laboratory of Nutrigenomics Studies, Department of Internal Medicine, Ribeirão Preto Medical School, University of Sao Paulo, Sao Paulo, Brazil
| | - Carla B Nonino
- Laboratory of Nutrigenomics Studies, Department of Health Sciences, Ribeirão Preto Medical School, University of Sao Paulo, Sao Paulo, Brazil
| | - Ana B Crujeiras
- Epigenomics in Endocrinology and Nutrition, Health Research Institute of Santiago (IDIS), University Clinical Hospital of Santiago (CHUS/SERGAS) and Santiago de Compostela University (USC), Santiago de Compostela, Spain.,CIBER Fisiopatologia de la Obesidad y Nutricion (CIBERobn), Madrid, Spain
| | - Wim A Buurman
- School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Jan Willem Greve
- Department of Surgery, Zuyderland Medical Center Heerlen, Dutch Obesity Clinic South, Heerlen, The Netherlands.,Department of Surgery, Maastricht University Medical Center, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht, The Netherlands
| | - Sander S Rensen
- Department of Surgery, Maastricht University Medical Center, NUTRIM School for Nutrition and Translational Research in Metabolism, Maastricht, The Netherlands
| | - Bruce H R Wolffenbuttel
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Jana V van Vliet-Ostaptchouk
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands. .,Genomics Coordination Center, Department of Genetics, University of Groningen, University Medical Center Groningen, Hanzeplein 1, 9713, GZ, Groningen, The Netherlands.
| |
Collapse
|