1
|
Cai X, Li W, Wang L, Shi Y, Gao J, Wang H, Lei T, Lu J. BCAA was more closely associated with visceral fat area than subcutaneous fat area in patients of type 2 diabetes mellitus: a cross-sectional study. BMC Endocr Disord 2024; 24:236. [PMID: 39501211 PMCID: PMC11539729 DOI: 10.1186/s12902-024-01768-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 10/28/2024] [Indexed: 11/08/2024] Open
Abstract
BACKGROUND Branched-chain amino acid (BCAA) has been reported to be associated with obesity, the association of BCAA with visceral fat area (VFA) and subcutaneous fat area (SFA) remained unclear in patients with type 2 diabetes. METHODS This cross-sectional study was conducted in 284 patients with type 2 diabetes mellitus. Enzyme-linked immunospecific assay was used to measure levels of serum BCAA and branched-chain keto acid (BCKA). VFA and SFA were measured with bio-impedance analysis method. The association between BCAA and VFA was calculated using Pearson correlation and multivariable linear regression analysis. RESULTS There were significant differences in the means of body mass index, waist circumstance, SFA and VFA among the three groups divided by total BCAA tertiles (all p < 0.05). Compared to patients with lower levels of serum BCAA (the lower tertile group), the means of VFA and SFA were significantly larger in the middle and upper tertile groups (all p < 0.05). However, the differences in above obesity parameters were nonsignificant according to various BCKA tertiles. Pearson correlation analysis also demonstrated that BCAA levels were positive associated with each obesity parameter (p < 0.05). Nevertheless, multivariable linear regression analysis showed that levels of serum BCAA were correlated with VFA, BMI and WC (all p < 0.05) rather than SFA after adjusted for other confounders. CONCLUSIONS levels of serum BCAA were more closely correlated with VFA than SFA, prospective studies should be warranted to further explore the mechanism mediating BCAA and visceral fat accumulation in Human beings. CLINICAL TRIAL NUMBER Not applicable.
Collapse
Affiliation(s)
- Xinghua Cai
- Department of Endocrinology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 LanXi Road, Shanghai, 200062, China
| | - Wenmin Li
- Department of Endocrinology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 LanXi Road, Shanghai, 200062, China
| | - Liang Wang
- Department of Public Health, College of Health Professions, Marshall University, West Virginia, USA
| | - Yingying Shi
- Department of Endocrinology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 LanXi Road, Shanghai, 200062, China
| | - Jie Gao
- Department of Endocrinology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 LanXi Road, Shanghai, 200062, China
| | - Hongping Wang
- Department of Endocrinology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 LanXi Road, Shanghai, 200062, China
| | - Tao Lei
- Department of Endocrinology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 LanXi Road, Shanghai, 200062, China.
| | - Jun Lu
- Department of Endocrinology, Putuo Hospital, Shanghai University of Traditional Chinese Medicine, 164 LanXi Road, Shanghai, 200062, China.
| |
Collapse
|
2
|
Bagheri M, Tanriverdi K, Iafrati MD, Mosley JD, Freedman JE, Ferguson JF. Characterization of the plasma metabolome and lipidome in response to sleeve gastrectomy and gastric bypass surgeries reveals molecular patterns of surgical weight loss. Metabolism 2024; 158:155955. [PMID: 38906372 PMCID: PMC11755375 DOI: 10.1016/j.metabol.2024.155955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 05/23/2024] [Accepted: 06/13/2024] [Indexed: 06/23/2024]
Abstract
OBJECTIVES Bariatric surgery improves metabolic health, but the underlying mechanisms are not fully understood. We analyzed the effects of two types of bariatric surgery, sleeve gastrectomy (SG) and Roux-en-Y gastric bypass (RYGB), on the plasma metabolome and lipidome. METHODS We characterized the plasma metabolome (1268 metabolites) and lipidome (953 lipids) pre-operatively and at 3 and 12 months post-operatively in 104 obese adults who were previously recruited to a prospective cohort of bariatric surgery. The metabolomic and lipidomic responses to bariatric surgery over time were analyzed using multivariable linear mixed-effects models. RESULTS There were significant changes in multiple metabolites and lipids, including rapid early changes in amino acid and peptide metabolites, including decreases in branched-chain amino acids (BCAAs), aromatic AAs, alanine and aspartate, and increases in glycine, serine, arginine and citrulline. There were also significant decreases in many triglyceride species, with increases in phosphatidylcholines and phosphatidylethanolamines. There were significant changes in metabolites related to energy metabolism that were apparent only after 12 months. We observed differences by bariatric surgery type in the changes in a small number of primary and secondary bile acids, including glycohyocholate and glyco-beta-muricholate. CONCLUSIONS Our findings highlight the comprehensive changes in metabolites and lipids that occur over the 12 months following bariatric surgery. While both SG and RYGB caused profound changes in the metabolome and lipidome, RYGB was characterized by greater increases in bile acids following surgery.
Collapse
Affiliation(s)
- Minoo Bagheri
- Division of Cardiovascular Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America
| | - Kahraman Tanriverdi
- Division of Cardiovascular Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America
| | - Mark D Iafrati
- Department of Vascular Surgery, Vanderbilt University Medical Center, United States of America
| | - Jonathan D Mosley
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, United States of America; Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America
| | - Jane E Freedman
- Division of Cardiovascular Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America
| | - Jane F Ferguson
- Division of Cardiovascular Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States of America.
| |
Collapse
|
3
|
Tan HC, Hsu JW, Tai ES, Chacko S, Kovalik JP, Jahoor F. The Impact of Bariatric Surgery on Glutathione Synthesis in Individuals with Severe Obesity. Antioxidants (Basel) 2024; 13:967. [PMID: 39199212 PMCID: PMC11351666 DOI: 10.3390/antiox13080967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 07/18/2024] [Accepted: 08/06/2024] [Indexed: 09/01/2024] Open
Abstract
Glycine is deficient in individuals with obesity but improves following bariatric surgery. Glycine deficiency could impair glutathione (GSH) synthesis and worsen oxidative stress. We examined the impact of obesity-associated glycine deficiency and bariatric surgery on GSH synthesis. Twenty-one participants with severe obesity and twenty-one healthy weight controls were recruited. [1,2-13C2] glycine was infused to measure the erythrocyte (RBC) GSH synthesis rate. Participants with obesity underwent bariatric surgery, and 19 were restudied six months post-surgery. Compared to healthy weight controls, individuals with obesity had significantly lower concentrations of RBC GSH (2.43 ± 0.23 vs. 2.63 ± 0.26 mmol/L, p < 0.01). However, there were no differences in GSH fractional synthesis rate [78.0 (51.4-123.7) vs. 76.9 (49.3-110.1) % pool/day, p = 0.58] or absolute synthesis rate [1.85 (1.25-3.32) vs. 1.92 (1.43-3.03) mmol/L RBC/day, p = 0.97]. Despite a post-surgery increase in glycine concentration, no statistically significant changes in RBC GSH concentration or synthesis rates were detected. Further, the significant correlation between plasma glycine and RBC GSH concentration at baseline (r = 0.46, p < 0.01) was also lost following bariatric surgery. GSH concentration was significantly lower in participants with obesity, but bariatric surgery did not significantly increase GSH concentrations or synthesis rates.
Collapse
Affiliation(s)
- Hong Chang Tan
- Department of Endocrinology, Singapore General Hospital, Singapore 169608, Singapore
| | - Jean W. Hsu
- Children’s Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, and Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; (J.W.H.); (S.C.); (F.J.)
| | - E Shyong Tai
- Department of Medicine, Yong Loo Lin School of Medicine, National University Health System, Singapore 119228, Singapore;
| | - Shaji Chacko
- Children’s Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, and Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; (J.W.H.); (S.C.); (F.J.)
| | - Jean-Paul Kovalik
- Cardiovascular & Metabolic Disorders Program, Duke-NUS Medical School, Singapore 169857, Singapore;
| | - Farook Jahoor
- Children’s Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, and Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; (J.W.H.); (S.C.); (F.J.)
| |
Collapse
|
4
|
Wang R, Mijiti S, Xu Q, Liu Y, Deng C, Huang J, Yasheng A, Tian Y, Cao Y, Su Y. The Potential Mechanism of Remission in Type 2 Diabetes Mellitus After Vertical Sleeve Gastrectomy. Obes Surg 2024; 34:3071-3083. [PMID: 38951388 DOI: 10.1007/s11695-024-07378-z] [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: 03/03/2024] [Revised: 06/13/2024] [Accepted: 06/19/2024] [Indexed: 07/03/2024]
Abstract
In recent years, there has been a gradual increase in the prevalence of obesity and type 2 diabetes mellitus (T2DM), with bariatric surgery remaining the most effective treatment strategy for these conditions. Vertical sleeve gastrectomy (VSG) has emerged as the most popular surgical procedure for bariatric/metabolic surgeries, effectively promoting weight loss and improving or curing T2DM. The alterations in the gastrointestinal tract following VSG may improve insulin secretion and resistance by increasing incretin secretion (especially GLP-1), modifying the gut microbiota composition, and through mechanisms dependent on weight loss. This review focuses on the potential mechanisms through which the enhanced action of incretin and metabolic changes in the digestive system after VSG may contribute to the remission of T2DM.
Collapse
Affiliation(s)
- Rongfei Wang
- Department of Gastrointestinal Surgery, The Fifth Affiliated Hospital of Sun Yat-sen University, No.57 Mei Hua East Road, Xiang Zhou District, Zhuhai, 519000, Guangdong, China
| | - Salamu Mijiti
- Department of General Surgery, The First People's Hospital of Kashi, Autonomous Region, Kashi, 844000, Xinjiang Uygur, China
| | - Qilin Xu
- Department of General Surgery, The First People's Hospital of Kashi, Autonomous Region, Kashi, 844000, Xinjiang Uygur, China
| | - Yile Liu
- Department of Gastrointestinal Surgery, The Fifth Affiliated Hospital of Sun Yat-sen University, No.57 Mei Hua East Road, Xiang Zhou District, Zhuhai, 519000, Guangdong, China
| | - Chaolun Deng
- Department of Gastrointestinal Surgery, The Fifth Affiliated Hospital of Sun Yat-sen University, No.57 Mei Hua East Road, Xiang Zhou District, Zhuhai, 519000, Guangdong, China
| | - Jiangtao Huang
- Department of Gastrointestinal Surgery, The Fifth Affiliated Hospital of Sun Yat-sen University, No.57 Mei Hua East Road, Xiang Zhou District, Zhuhai, 519000, Guangdong, China
| | - Abudoukeyimu Yasheng
- Department of General Surgery, The First People's Hospital of Kashi, Autonomous Region, Kashi, 844000, Xinjiang Uygur, China
| | - Yunping Tian
- Department of General Surgery, The First People's Hospital of Kashi, Autonomous Region, Kashi, 844000, Xinjiang Uygur, China.
| | - Yanlong Cao
- Department of General Surgery, The First People's Hospital of Kashi, Autonomous Region, Kashi, 844000, Xinjiang Uygur, China.
| | - Yonghui Su
- Department of Gastrointestinal Surgery, The Fifth Affiliated Hospital of Sun Yat-sen University, No.57 Mei Hua East Road, Xiang Zhou District, Zhuhai, 519000, Guangdong, China.
| |
Collapse
|
5
|
Tan HC, Hsu JW, Tai ES, Chacko S, Kovalik JP, Jahoor F. The impact of obesity-associated glycine deficiency on the elimination of endogenous and exogenous metabolites via the glycine conjugation pathway. Front Endocrinol (Lausanne) 2024; 15:1343738. [PMID: 38633754 PMCID: PMC11023637 DOI: 10.3389/fendo.2024.1343738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 03/15/2024] [Indexed: 04/19/2024] Open
Abstract
Background Glycine is an integral component of the human detoxification system as it reacts with potentially toxic exogenous and endogenously produced compounds and metabolites via the glycine conjugation pathway for urinary excretion. Because individuals with obesity have reduced glycine availability, this detoxification pathway may be compromised. However, it should be restored after bariatric surgery because of increased glycine production. Objective To examine the impact of obesity-associated glycine deficiency on the glycine conjugation pathway. We hypothesize that the synthesis rates of acylglycines from endogenous and exogenous sources are significantly reduced in individuals with obesity but increase after bariatric surgery. Methods We recruited 21 participants with class III obesity and 21 with healthy weight as controls. At baseline, [1,2-13C2] glycine was infused to study the glycine conjugation pathway by quantifying the synthesis rates of several acylglycines. The same measurements were repeated in participants with obesity six months after bariatric surgery. Data are presented as mean ± standard deviation, and p-value< 0.05 is considered statistically significant. Results Baseline data of 20 participants with obesity were first compared to controls. Participants with obesity were significantly heavier than controls (mean BMI 40.5 ± 7.1 vs. 20.8 ± 2.1 kg/m2). They had significantly lower plasma glycine concentration (168 ± 30 vs. 209 ± 50 μmol/L) and slower absolute synthesis rates of acetylglycine, isobutyrylglycine, tigylglycine, isovalerylglycine, and hexanoylglycine. Pre- and post-surgery data were available for 16 participants with obesity. Post-surgery BMI decreased from 40.9 ± 7.3 to 31.6 ± 6.0 kg/m2. Plasma glycine concentration increased from 164 ± 26 to 212 ± 38 μmol/L) and was associated with significantly higher rates of excretion of acetylglycine, isobutyrylglycine, tigylglycine, isovalerylglycine, and hexanoylglycine. Benzoic acid (a xenobiotic dicarboxylic acid) is excreted as benzoylglycine; its synthesis rate was significantly slower in participants with obesity but increased after bariatric surgery. Conclusion Obesity-associated glycine deficiency impairs the human body's ability to eliminate endogenous and exogenous metabolites/compounds via the glycine conjugation pathway. This impairment is ameliorated when glycine supply is restored after bariatric surgery. These findings imply that dietary glycine supplementation could treat obesity-associated metabolic complications due to the accumulation of intramitochondrial toxic metabolites. Clinical trial registration https://clinicaltrials.gov/study/NCT04660513, identifier NCT04660513.
Collapse
Affiliation(s)
- Hong Chang Tan
- Department of Endocrinology, Singapore General Hospital, Singapore, Singapore
| | - Jean W. Hsu
- Children’s Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, and Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - E Shyong Tai
- Department of Medicine, Yong Loo Lin School of Medicine, National University Health System, Singapore, Singapore
| | - Shaji Chacko
- Children’s Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, and Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Jean-Paul Kovalik
- Cardiovascular and Metabolic Disorders Program, Duke-NUS Medical School, Singapore, Singapore
| | - Farook Jahoor
- Children’s Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, and Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| |
Collapse
|
6
|
Ng TKS, Wee HN, Ching J, Kovalik JP, Chan AW, Matchar DB. Plasma Acylcarnitines as Metabolic Signatures of Declining Health-Related Quality of Life Measure in Community-Dwelling Older Adults: A Combined Cross-sectional and Longitudinal Pilot Study. J Gerontol A Biol Sci Med Sci 2024; 79:glac114. [PMID: 35605263 DOI: 10.1093/gerona/glac114] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Health-related quality of life (HRQoL) measures are predictors of adverse health outcomes in older adults. Studies have demonstrated cross-sectional associations between HRQoL measures and blood-based biochemical markers. Acylcarnitines (ACs) are a class of metabolites generated in the mitochondria and are predictive of multiple geriatric syndromes. Changes in ACs reflect alterations in central carbon metabolic pathways. However, the prospective relationship between plasma ACs and declining HRQoL has not been examined. This study aimed to investigate both cross-sectional and longitudinal associations of baseline ACs with baseline and declining EuroQol-5 Dimension/EuroQol Visual Analogue Scale (EQ-5D/EQ-VAS) in community-dwelling older adults. METHODS One hundred and twenty community-dwelling older adults with EQ-5D/EQ-VAS measurements at baseline and follow-up were included. We quantified ACs at baseline using targeted plasma metabolomics profiling. Multivariate regressions were performed to examine cross-sectional and longitudinal associations between the measures. RESULTS Cross-sectionally, ACs showed no significant associations with either EQ-5D index or EQ-VAS scores. Longitudinally, multiple baseline short-chain ACs were significantly and inversely associated with declining EQ-5D index score, explaining up to 8.5% of variance in the decline. CONCLUSIONS Within a cohort of community-dwelling older adults who had high HRQoL at baseline, we showed that higher levels of short-chain ACs are longitudinally associated with declining HRQoL. These findings reveal a novel association between central carbon metabolic pathways and declining HRQoL. Notably, dysregulation in mitochondrial central carbon metabolism could be detected prior to clinically important decline in HRQoL, providing the first evidence of objective biomarkers as novel predictors to monitor HRQoL in nonpharmacological interventions and epidemiology.
Collapse
Affiliation(s)
- Ted Kheng Siang Ng
- Edson College of Nursing and Health Innovation, Arizona State University, USA
| | - Hai Ning Wee
- Cardiovascular and Metabolic Disorders Program, Duke-National University of Singapore Medical School, Singapore
| | - Jianhong Ching
- Cardiovascular and Metabolic Disorders Program, Duke-National University of Singapore Medical School, Singapore
- KK Research Centre, KK Women's and Children's Hospital, Singapore
| | - Jean-Paul Kovalik
- Cardiovascular and Metabolic Disorders Program, Duke-National University of Singapore Medical School, Singapore
| | - Angelique W Chan
- Program in Health Services and Systems Research, Duke-National University of Singapore Medical School, Singapore
- Department of Sociology, Faculty of Arts and Social Sciences, National University of Singapore, Singapore
- Center for Aging, Research and Education, Duke-National University of Singapore Medical School, Singapore
| | - David Bruce Matchar
- Program in Health Services and Systems Research, Duke-National University of Singapore Medical School, Singapore
- Center for Aging, Research and Education, Duke-National University of Singapore Medical School, Singapore
- Department of Medicine (General Internal Medicine), Duke University School of Medicine, USA
| |
Collapse
|
7
|
Yin M, Wang Y, Han M, Liang R, Li S, Wang G, Gang X. Mechanisms of bariatric surgery for weight loss and diabetes remission. J Diabetes 2023; 15:736-752. [PMID: 37442561 PMCID: PMC10509523 DOI: 10.1111/1753-0407.13443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 06/12/2023] [Accepted: 06/26/2023] [Indexed: 07/15/2023] Open
Abstract
Obesity and type 2 diabetes(T2D) lead to defects in intestinal hormones secretion, abnormalities in the composition of bile acids (BAs), increased systemic and adipose tissue inflammation, defects of branched-chain amino acids (BCAAs) catabolism, and dysbiosis of gut microbiota. Bariatric surgery (BS) has been shown to be highly effective in the treatment of obesity and T2D, which allows us to view BS not simply as weight-loss surgery but as a means of alleviating obesity and its comorbidities, especially T2D. In recent years, accumulating studies have focused on the mechanisms of BS to find out which metabolic parameters are affected by BS through which pathways, such as which hormones and inflammatory processes are altered. The literatures are saturated with the role of intestinal hormones and the gut-brain axis formed by their interaction with neural networks in the remission of obesity and T2D following BS. In addition, BAs, gut microbiota and other factors are also involved in these benefits after BS. The interaction of these factors makes the mechanisms of metabolic improvement induced by BS more complicated. To date, we do not fully understand the exact mechanisms of the metabolic alterations induced by BS and its impact on the disease process of T2D itself. This review summarizes the changes of intestinal hormones, BAs, BCAAs, gut microbiota, signaling proteins, growth differentiation factor 15, exosomes, adipose tissue, brain function, and food preferences after BS, so as to fully understand the actual working mechanisms of BS and provide nonsurgical therapeutic strategies for obesity and T2D.
Collapse
Affiliation(s)
- Mengsha Yin
- Department of Endocrinology and MetabolismThe First Hospital of Jilin UniversityChangchunChina
| | - Yao Wang
- Department of OrthopedicsThe Second Hospital Jilin UniversityChangchunChina
| | - Mingyue Han
- Department of Endocrinology and MetabolismThe First Hospital of Jilin UniversityChangchunChina
| | - Ruishuang Liang
- Department of Endocrinology and MetabolismThe First Hospital of Jilin UniversityChangchunChina
| | - Shanshan Li
- Department of Endocrinology and MetabolismThe First Hospital of Jilin UniversityChangchunChina
| | - Guixia Wang
- Department of Endocrinology and MetabolismThe First Hospital of Jilin UniversityChangchunChina
| | - Xiaokun Gang
- Department of Endocrinology and MetabolismThe First Hospital of Jilin UniversityChangchunChina
| |
Collapse
|
8
|
Becetti I, Lauze M, Lee H, Bredella MA, Misra M, Singhal V. Changes in Branched-Chain Amino Acids One Year after Sleeve Gastrectomy in Youth with Obesity and Their Association with Changes in Insulin Resistance. Nutrients 2023; 15:3801. [PMID: 37686833 PMCID: PMC10489782 DOI: 10.3390/nu15173801] [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: 08/11/2023] [Revised: 08/25/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023] Open
Abstract
Adults with obesity have a reduction in branched-chain amino acid (BCAA) levels following metabolic and bariatric surgery (MBS), which is hypothesized to contribute to the metabolic advantages of MBS. We examined this relationship in 62 youth 13-24 years old with severe obesity (47 female) over 12 months. Thirty had sleeve gastrectomy (SG) and 32 were non-surgical controls (NS). We measured fasting insulin, glucose, glycated hemoglobin (HbA1c), isoleucine, leucine, and valine concentrations, and post-prandial insulin and glucose, following a mixed meal tolerance test. Twenty-four-hour food recalls were collected. At baseline, groups did not differ in the intake or the serum levels of BCAAs, HbA1C, HOMA-IR, Matsuda index, insulinogenic index, or oral Disposition index (oDI). Over 12 months, SG vs. NS had greater reductions in serum BCAAs, and SG had significant reductions in BCAA intake. SG vs. NS had greater reductions in HbA1c and HOMA-IR, with increases in the Matsuda index and oDI. In SG, baseline leucine and total BCAA concentrations were negatively correlated with the baseline Matsuda index. Reductions in serum leucine were positively associated with the reductions in HOMA-IR over 12 months. These associations suggest a potential role of BCAA in regulating metabolic health. Reducing dietary intake and serum BCAA concentrations may reduce insulin resistance.
Collapse
Affiliation(s)
- Imen Becetti
- Division of Pediatric Endocrinology, Mass General for Children and Harvard Medical School, Boston, MA 02114, USA; (M.M.); (V.S.)
- Neuroendocrine Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Meghan Lauze
- Neuroendocrine Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Hang Lee
- Biostatistics Center, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Miriam A. Bredella
- Department of Radiology, Musculoskeletal Imaging and Interventions, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Madhusmita Misra
- Division of Pediatric Endocrinology, Mass General for Children and Harvard Medical School, Boston, MA 02114, USA; (M.M.); (V.S.)
- Neuroendocrine Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Vibha Singhal
- Division of Pediatric Endocrinology, Mass General for Children and Harvard Medical School, Boston, MA 02114, USA; (M.M.); (V.S.)
- Neuroendocrine Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Pediatric Program, MGH Weight Center, Massachusetts General Hospital, Boston, MA 02114, USA
| |
Collapse
|
9
|
Zhang C, Wang S, Wu Y, Guo Y, Wang X. Baseline Serum BCAAs are Related to the Improvement in Insulin Resistance in Obese People After a Weight Loss Intervention. Diabetes Metab Syndr Obes 2023; 16:179-186. [PMID: 36760594 PMCID: PMC9869786 DOI: 10.2147/dmso.s388117] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 01/06/2023] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Branched chain amino acids (BCAAs) have been revealed to be closely related to insulin resistance and obesity. This study aimed to investigate if BCAA levels at baseline are related to an improvement in insulin resistance after implementing a weight loss program intervention. METHODS Stored blood samples from participants in previous trials were used for BCAA evaluation. Linear regression was used to analyze the relationship between baseline amino acid levels and changes in the insulin resistance index (HOMA-IR) and blood glucose. RESULTS A total of 48 participants were enrolled. After the intervention, the body weight (78.29± 12.68 vs 72.06 ± 13.30 kg, p=0.020), fasting glucose (4.76 ± 0.43 vs 4.48 ± 0.39 mmol/L, p=0.001), fasting insulin (18.41±13.58 vs 12.87±10.88, p=0.028), and HOMA-IR (4.01±3.39 vs 2.62± 2.18, p=0.018) were improved significantly. BCAA levels were related to the improvement in HOMA-IR (β=-0.006, p=0.039), and valine was found to be the most closely related to the improvement in HOMA-IR (β=-0.013, p=0.017). CONCLUSION The baseline BCAA is related to the improvement in insulin resistance among participants after a weight loss intervention.
Collapse
Affiliation(s)
- Chenghui Zhang
- Endocrinology Department, Hospital of Chengdu Office of People’s Government of Tibetan Autonomous Region, Chengdu, People’s Republic of China
| | - Suyuan Wang
- Endocrinology Department, Hospital of Chengdu Office of People’s Government of Tibetan Autonomous Region, Chengdu, People’s Republic of China
| | - Yunhong Wu
- Endocrinology Department, Hospital of Chengdu Office of People’s Government of Tibetan Autonomous Region, Chengdu, People’s Republic of China
| | - Yanhong Guo
- Endocrinology Department, Hospital of Chengdu Office of People’s Government of Tibetan Autonomous Region, Chengdu, People’s Republic of China
| | - Xi Wang
- Endocrinology Department, Hospital of Chengdu Office of People’s Government of Tibetan Autonomous Region, Chengdu, People’s Republic of China
- Correspondence: Xi Wang, Email
| |
Collapse
|
10
|
Abstract
Metabolomics emerged as an important tool to gain insights on how the body responds to therapeutic interventions. Bariatric surgery is the most effective treatment for severe obesity and obesity-related co-morbidities. Our aim was to conduct a systematic review of the available data on metabolomics profiles that characterize patients submitted to different bariatric surgery procedures, which could be useful to predict clinical outcomes including weight loss and type 2 diabetes remission. For that, the Preferred Reporting Items for Systematic Reviews and Meta-Analyses - PRISMA guidelines were followed. Data from forty-seven original study reports addressing metabolomics profiles induced by bariatric surgery that met eligibility criteria were compiled and summarized. Amino acids, lipids, energy-related and gut microbiota-related were the metabolite classes most influenced by bariatric surgery. Among these, higher pre-operative levels of specific lipids including phospholipids, long-chain fatty acids and bile acids were associated with post-operative T2D remission. As conclusion, metabolite profiling could become a useful tool to predict long term response to different bariatric surgery procedures, allowing more personalized interventions and improved healthcare resources allocation.
Collapse
Affiliation(s)
- Matilde Vaz
- Endocrine & Metabolic Research, Unit for Multidisciplinary Research in Biomedicine (UMIB), University of Porto, Porto, Portugal
- Department of Anatomy, School of Medicine and Biomedical Sciences (ICBAS), University of Porto, Porto, Portugal
| | - Sofia S Pereira
- Endocrine & Metabolic Research, Unit for Multidisciplinary Research in Biomedicine (UMIB), University of Porto, Porto, Portugal
- Department of Anatomy, School of Medicine and Biomedical Sciences (ICBAS), University of Porto, Porto, Portugal
| | - Mariana P Monteiro
- Endocrine & Metabolic Research, Unit for Multidisciplinary Research in Biomedicine (UMIB), University of Porto, Porto, Portugal.
- Department of Anatomy, School of Medicine and Biomedical Sciences (ICBAS), University of Porto, Porto, Portugal.
| |
Collapse
|
11
|
Martin WP, Malmodin D, Pedersen A, Wallace M, Fändriks L, Aboud CM, Petry TBZ, Cunha da Silveira LP, da Costa Silva ACC, Cohen RV, le Roux CW, Docherty NG. Urinary Metabolomic Changes Accompanying Albuminuria Remission following Gastric Bypass Surgery for Type 2 Diabetic Kidney Disease. Metabolites 2022; 12:139. [PMID: 35186675 PMCID: PMC7612403 DOI: 10.3390/metabo12020139] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
In the Microvascular Outcomes after Metabolic Surgery randomised clinical trial (MOMS RCT, NCT01821508), combined metabolic surgery (gastric bypass) plus medical therapy (CSM) was superior to medical therapy alone (MTA) as a means of achieving albuminuria remission at 2-year follow-up in patients with obesity and early diabetic kidney disease (DKD). In the present study, we assessed the urinary 1H-NMR metabolome in a subgroup of patients from both arms of the MOMS RCT at baseline and 6-month follow-up. Whilst CSM and MTA both reduced the urinary excretion of sugars, CSM generated a distinctive urinary metabolomic profile characterised by increases in host–microbial co-metabolites (N-phenylacetylglycine, trimethylamine N-oxide, and 4-aminobutyrate (GABA)) and amino acids (arginine and glutamine). Furthermore, reductions in aromatic amino acids (phenylalanine and tyrosine), as well as branched-chain amino acids (BCAAs) and related catabolites (valine, leucine, 3-hydroxyisobutyrate, 3-hydroxyisovalerate, and 3-methyl-2-oxovalerate), were observed following CSM but not MTA. Improvements in BMI did not correlate with improvements in metabolic and renal indices following CSM. Conversely, urinary metabolites changed by CSM at 6 months were moderately to strongly correlated with improvements in blood pressure, glycaemia, triglycerides, and albuminuria up to 24 months following treatment initiation, highlighting the potential involvement of these shifts in the urinary metabolomic profile in the metabolic and renoprotective effects of CSM.
Collapse
Affiliation(s)
- William P. Martin
- Diabetes Complications Research Centre, School of Medicine, Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland; (W.P.M.); (C.W.l.R.)
| | - Daniel Malmodin
- Swedish NMR Centre, University of Gothenburg, 40530 Gothenburg, Sweden; (D.M.); (A.P.)
| | - Anders Pedersen
- Swedish NMR Centre, University of Gothenburg, 40530 Gothenburg, Sweden; (D.M.); (A.P.)
| | - Martina Wallace
- Institute of Food and Health, School of Agriculture and Food Science, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland;
| | - Lars Fändriks
- Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, 40530 Gothenburg, Sweden;
| | - Cristina M. Aboud
- The Centre for Obesity and Diabetes, Oswaldo Cruz German Hospital, São Paulo 01333-010, Brazil; (C.M.A.); (T.B.Z.P.); (L.P.C.d.S.); (A.C.C.d.C.S.); (R.V.C.)
| | - Tarissa B. Zanata Petry
- The Centre for Obesity and Diabetes, Oswaldo Cruz German Hospital, São Paulo 01333-010, Brazil; (C.M.A.); (T.B.Z.P.); (L.P.C.d.S.); (A.C.C.d.C.S.); (R.V.C.)
| | - Lívia P. Cunha da Silveira
- The Centre for Obesity and Diabetes, Oswaldo Cruz German Hospital, São Paulo 01333-010, Brazil; (C.M.A.); (T.B.Z.P.); (L.P.C.d.S.); (A.C.C.d.C.S.); (R.V.C.)
| | - Ana C. Calmon da Costa Silva
- The Centre for Obesity and Diabetes, Oswaldo Cruz German Hospital, São Paulo 01333-010, Brazil; (C.M.A.); (T.B.Z.P.); (L.P.C.d.S.); (A.C.C.d.C.S.); (R.V.C.)
| | - Ricardo V. Cohen
- The Centre for Obesity and Diabetes, Oswaldo Cruz German Hospital, São Paulo 01333-010, Brazil; (C.M.A.); (T.B.Z.P.); (L.P.C.d.S.); (A.C.C.d.C.S.); (R.V.C.)
| | - Carel W. le Roux
- Diabetes Complications Research Centre, School of Medicine, Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland; (W.P.M.); (C.W.l.R.)
- Diabetes Research Group, Ulster University, Coleraine BT52 1SA, UK
| | - Neil G. Docherty
- Diabetes Complications Research Centre, School of Medicine, Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Belfield, D04 V1W8 Dublin, Ireland; (W.P.M.); (C.W.l.R.)
- Correspondence:
| |
Collapse
|
12
|
Nuijten MAH, Eijsvogels TMH, Monpellier VM, Janssen IMC, Hazebroek EJ, Hopman MTE. The magnitude and progress of lean body mass, fat-free mass, and skeletal muscle mass loss following bariatric surgery: A systematic review and meta-analysis. Obes Rev 2022; 23:e13370. [PMID: 34664391 PMCID: PMC9285034 DOI: 10.1111/obr.13370] [Citation(s) in RCA: 88] [Impact Index Per Article: 29.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 09/09/2021] [Accepted: 09/09/2021] [Indexed: 12/14/2022]
Abstract
Postbariatric loss of muscle tissue could negatively affect long-term health due to its role in various bodily processes, such as metabolism and functional capacity. This meta-analysis aimed to unravel time-dependent changes in the magnitude and progress of lean body mass (LBM), fat-free mass (FFM), and skeletal muscle mass (SMM) loss following bariatric surgery. A systematic literature search was conducted in Pubmed, Embase, and Web of Science. Fifty-nine studies assessed LBM (n = 37), FFM (n = 20), or SMM (n = 3) preoperatively and ≥1 time points postsurgery. Random-effects meta-analyses were performed to determine pooled loss per outcome parameter and follow-up time point. At 12-month postsurgery, pooled LBM loss was -8.13 kg [95%CI -9.01; -7.26]. FFM loss and SMM loss were -8.23 kg [95%CI -10.74; -5.73] and -3.18 kg [95%CI -5.64; -0.71], respectively. About 55% of 12-month LBM loss occurred within 3-month postsurgery, followed by a more gradual decrease up to 12 months. Similar patterns were seen for FFM and SMM. In conclusion, >8 kg of LBM and FFM loss was observed within 1-year postsurgery. LBM, FFM, and SMM were predominantly lost within 3-month postsurgery, highlighting that interventions to mitigate such losses should be implemented perioperatively.
Collapse
Affiliation(s)
- Malou A H Nuijten
- Radboud Institute for Health Sciences, Department of Physiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Thijs M H Eijsvogels
- Radboud Institute for Health Sciences, Department of Physiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | | | - Eric J Hazebroek
- Departement of Surgery, Rijnstate Hospital/Vitalys Clinics, Arnhem, The Netherlands
| | - Maria T E Hopman
- Radboud Institute for Health Sciences, Department of Physiology, Radboud University Medical Center, Nijmegen, The Netherlands
| |
Collapse
|
13
|
Tan HC, Hsu JW, Tai ES, Chacko S, Wu V, Lee CF, Kovalik JP, Jahoor F. De Novo Glycine Synthesis Is Reduced in Adults With Morbid Obesity and Increases Following Bariatric Surgery. Front Endocrinol (Lausanne) 2022; 13:900343. [PMID: 35757406 PMCID: PMC9219591 DOI: 10.3389/fendo.2022.900343] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Accepted: 05/09/2022] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Glycine is a dietary non-essential amino acid that is low in obesity and increases following bariatric surgery. However, the exact mechanism responsible remains unclear and it is unknown whether hypoglycinemia is a cause or consequence of insulin resistance. OBJECTIVE Using multiple isotopically labeled tracers, we aimed to determine the underlying kinetic changes responsible for hypoglycinemia in obesity by: 1) Comparing glycine kinetics between participants with morbid obesity (BMI ≥ 32.5 kg/m2) to those with healthy weight (BMI < 25 kg/m2), and 2) Comparing glycine kinetic changes in participants with morbid obesity after bariatric surgery. METHODS [1,2-13C2] glycine, [2,3,3-2H3] serine, and [2H5] phenylalanine were infused to compare the glycine kinetic parameters between 21 participants with morbid obesity and 21 controls with healthy weight. Participants with morbid obesity then underwent bariatric surgery and 17 were re-studied 6 months later. Data were analyzed by non-parametric methods and presented as median (interquartile range). RESULTS Compared to controls, participants with morbid obesity had significantly lower plasma glycine concentrations at 163 (153-171) vs. 201 (172-227) µmol/L and significantly reduced de novo glycine synthesis rate at 86.2 (64.5-111) vs.124 (103-159) µmol·kg LBM-1·h1, p < 0.001. Following surgery, body weight and insulin resistance decreased and this was accompanied by significant increases in plasma glycine concentration to 210 (191-243) µmol/L as well as the de novo glycine synthesis rate to 127 (98.3-133) µmol·kg LBM-1·h-1, p < 0.001 vs. baseline. CONCLUSION Hypoglycinemia in participants with morbid obesity was associated with impaired de novo glycine synthesis. The increase in plasma glycine concentration and de novo glycine synthesis plus the marked improvement in insulin resistance after bariatric surgery suggest that hypoglycinemia may be secondary to impaired glycine synthesis because of obesity-induced insulin resistance. CLINICAL TRIAL REGISTRATION [https://tinyurl.com/6wfj7yss], identifier [NCT04660513].
Collapse
Affiliation(s)
- Hong Chang Tan
- Department of Endocrinology, Singapore General Hospital, Singapore, Singapore
- *Correspondence: Hong Chang Tan,
| | - Jean W. Hsu
- Children’s Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, and Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - E Shyong Tai
- Department of Medicine, Yong Loo Lin School of Medicine, National University Health System, Singapore, Singapore
| | - Shaji Chacko
- Children’s Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, and Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Vieon Wu
- Department of Endocrinology, Singapore General Hospital, Singapore, Singapore
| | - Chun Fan Lee
- Centre of Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore
| | - Jean-Paul Kovalik
- Cardiovascular & Metabolic Disorders Program, Duke-NUS Medical School, Singapore, Singapore
| | - Farook Jahoor
- Children’s Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, and Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| |
Collapse
|
14
|
The Changes in Body Composition in Obese Patients with Polycystic Ovary Syndrome after Laparoscopic Sleeve Gastrectomy:a 12-Month Follow-up. Obes Surg 2021; 31:4055-4063. [PMID: 34152560 DOI: 10.1007/s11695-021-05496-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVES To investigate the changes in body fat distribution and predicting factors of these changes in polycystic ovary syndrome (PCOS) patients with obesity, after laparoscopic sleeve gastrectomy (LSG). METHODS This study consecutively enrolled 153 patients with obesity aged 18-45 years (83 with PCOS and 70 control patients) who underwent LSG from May 2013 to September 2020 at the Department of Endocrinology, Shanghai Tenth People's Hospital, with a 12-month follow-up. Dual-energy X-ray absorptiometry (DEXA) was used to assess body fat distribution. RESULTS The percentage of fat mass loss in the visceral adipose tissue (VAT) region (55.08%) was more than that in any other body regions at 12 months post-surgery in the PCOS group yet insignificant. Homeostatic model assessment of insulin resistance (HOMA-IR) at baseline and Δ HOMA-IR were only negatively correlated with the variations in VAT mass and volume at 3 months post-surgery in the PCOS group. Logistic regression analysis showed that HOMA-IR <6.65 was an independent predictive factor for the changes in VAT mass and volume at 3 months post-surgery in the PCOS group. CONCLUSIONS In this study, the percentage loss of fat mass was greater in the VAT region than in any other body regions in all patients. The rate of VAT decrease in the PCOS group was higher than that in the control group yet insignificant. Compared with control patients, HOMA-IR at baseline was an independent risk factor for the changes in VAT mass and volume at 3 months post-surgery in patients with PCOS. KEY POINTS • The percentage loss of fat mass was greater in the VAT region than in any other body regions in all patients. • The rate of VAT decrease in the PCOS group was higher than that in the control group yet insignificant. • HOMA-IR at baseline was an independent risk factor for the changes of VAT mass in patients with PCOS.
Collapse
|
15
|
Exacerbation of cardiovascular ageing by diabetes mellitus and its associations with acyl-carnitines. Aging (Albany NY) 2021; 13:14785-14805. [PMID: 34088887 PMCID: PMC8221346 DOI: 10.18632/aging.203144] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 05/17/2021] [Indexed: 12/19/2022]
Abstract
Objective: To demonstrate differences in cardiovascular structure and function between diabetic and non-diabetic older adults. To investigate associations between acyl-carnitines and cardiovascular function as indexed by imaging measurements. Methods: A community-based cohort of older adults without cardiovascular disease underwent current cardiovascular imaging and metabolomics acyl-carnitines profiling based on current and archived sera obtained fifteen years prior to examination. Results: A total of 933 participants (women 56%, n=521) with a mean age 63±13 years were studied. Old diabetics compared to old non-diabetics had lower myocardial relaxation (0.8±0.2 vs 0.9±0.3, p=0.0039); lower left atrial conduit strain (12±4.3 vs 14±4.1, p=0.045), lower left atrial conduit strain rate (-1.2±0.4 vs -1.3±0.5, p=0.042) and lower ratio of left atrial conduit strain to left atrial booster strain (0.5±0.2 vs 0.7±0.3, p=0.0029). Higher levels of archived short chain acyl-carnitine were associated with present-day impairments in myocardial relaxation (C5:1; OR 1.03, p=0.011), worse left atrial conduit strain function (C5:1; OR 1.03, p=0.037). Increases in hydroxylated acyl-carnitines were associated with worse left atrial conduit strain [(C4-OH; OR 1.05, p=0.0017), (C16:2-OH; OR 1.18, p=0.037)]. Current, archived and changes in long chain acyl-carnitines were associated with cardiovascular functions [(C16; OR 1.02, p=0.002), (C20:3; OR 1.01, p=0.014), (C14:3; OR 1.12, p=0.033), (C18:1; OR 1.01, p=0.018), (C18:2; OR 1.01, p=0.028), (C20:4; OR 1.10, p=0.038)] (all p<0.05). Conclusion: Older diabetic adults had significant impairments in left ventricular myocardial relaxation and left atrial strain, compared to older non-diabetic adults. Short chain and long chain, di-carboxyl and hydroxylated acyl-carnitines were associated with these cardiovascular functional differences.
Collapse
|
16
|
Kovalik JP, Zhao X, Gao F, Leng S, Chow V, Chew H, Teo LLY, Tan RS, Ewe SH, Tan HC, Wee HN, Lee LS, Ching J, Keng BMH, Koh WP, Zhong L, Koh AS. Amino acid differences between diabetic older adults and non-diabetic older adults and their associations with cardiovascular function. J Mol Cell Cardiol 2021; 158:63-71. [PMID: 34033835 DOI: 10.1016/j.yjmcc.2021.05.009] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 04/26/2021] [Accepted: 05/18/2021] [Indexed: 01/06/2023]
Abstract
BACKGROUND Ageing and insulin resistant states such as diabetes mellitus frequently coexist and increase the risk of cardiovascular disease development among older adults. Here we investigate metabolic differences in amino acid profiles between ageing and diabetes mellitus, and their associations with cardiovascular function. METHODS In a group of community older adults we performed echocardiography, cardiac magnetic resonance imaging as well as cross sectional and longitudinal metabolomics profiling based on current and archived sera obtained fifteen years prior to examination. RESULTS We studied a total of 515 participants (women 50%, n = 255) with a mean age 73 (SD = 4.3) years. Diabetics had higher alanine (562 vs 448, p < 0.0001), higher glutamate (107 vs 95, p = 0.016), higher proline (264 vs 231, p = 0.008) and lower arginine (107 vs 117, p = 0.043), lower citrulline (30 vs 38, p = 0.006) levels (μM) compared to non-diabetics. Over time, changes in amino acid profiles differentiated diabetic older adults from non-diabetic older adults, with greater accumulation of alanine (p = 0.002), proline (p = 0.008) and (non-significant) trend towards greater accumulation of glycine (p = 0.057) among the older diabetics compared to the older non-diabetics. However, independent of diabetes status, amino acids were associated with cardiovascular functions in ageing, [archived valine (p = 0.011), leucine (p = 0.011), archived isoleucine (p = 0.0006), archived serine (p = 0.008), archived glycine (p = 0.006) methionine (p = 0.003)] which were associated with impairments in E/A ratio. CONCLUSION Markers of branched chain amino acids and one ‑carbon metabolism pathways were associated with changes in cardiovascular function in older adults regardless of diabetes status. However, nitrogen handling pathways were specifically altered among older adults with diabetes. These findings broaden our understanding into specific amino acid pathways that may be altered between diabetic and non-diabetic older adults, and their relevance to cardiovascular function in ageing. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02791139.
Collapse
Affiliation(s)
- Jean-Paul Kovalik
- Duke-NUS Medical School, Singapore; Singapore General Hospital, Singapore
| | | | - Fei Gao
- National Heart Centre Singapore, Singapore; Duke-NUS Medical School, Singapore
| | | | | | | | - Louis L Y Teo
- National Heart Centre Singapore, Singapore; Duke-NUS Medical School, Singapore
| | - Ru San Tan
- National Heart Centre Singapore, Singapore; Duke-NUS Medical School, Singapore
| | - See Hooi Ewe
- National Heart Centre Singapore, Singapore; Duke-NUS Medical School, Singapore
| | - Hong Chang Tan
- Duke-NUS Medical School, Singapore; Singapore General Hospital, Singapore
| | | | | | - Jianhong Ching
- Duke-NUS Medical School, Singapore; KK Research Centre, KK Women's and Children's Hospital, Singapore
| | | | - Woon-Puay Koh
- Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Liang Zhong
- National Heart Centre Singapore, Singapore; Duke-NUS Medical School, Singapore
| | - Angela S Koh
- National Heart Centre Singapore, Singapore; Duke-NUS Medical School, Singapore.
| |
Collapse
|
17
|
Barati-Boldaji R, Esmaeilinezhad Z, Babajafari S, Kazemi A, Clark CC, Mazidi M, Ofori-Asenso R, Haghighat N, Shafiee M, Mazloomi SM. Bariatric surgery reduces branched-chain amino acids’ levels: a systematic review and meta-analysis. Nutr Res 2021; 87:80-90. [DOI: 10.1016/j.nutres.2020.10.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2020] [Revised: 10/20/2020] [Accepted: 10/23/2020] [Indexed: 12/14/2022]
|
18
|
Kwee LC, Ilkayeva O, Muehlbauer MJ, Bihlmeyer N, Wolfe B, Purnell JQ, Xavier Pi-Sunyer F, Chen H, Bahnson J, Newgard CB, Shah SH, Laferrère B. Metabolites and diabetes remission after weight loss. Nutr Diabetes 2021; 11:10. [PMID: 33627633 PMCID: PMC7904757 DOI: 10.1038/s41387-021-00151-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 12/01/2020] [Accepted: 01/04/2021] [Indexed: 12/16/2022] Open
Abstract
There is marked heterogeneity in the response to weight loss interventions with regards to weight loss amount and metabolic improvement. We sought to identify biomarkers predictive of type 2 diabetes remission and amount of weight loss in individuals with severe obesity enrolled in the Longitudinal Assessment of Bariatric Surgery (LABS) and the Look AHEAD (Action for Health in Diabetes) studies. Targeted mass spectrometry-based profiling of 135 metabolites was performed in pre-intervention blood samples using a nested design for diabetes remission over five years (n = 93 LABS, n = 80 Look AHEAD; n = 87 remitters), and for extremes of weight loss at five years (n = 151 LABS; n = 75 with high weight loss). Principal components analysis (PCA) was used for dimensionality reduction, with PCA-derived metabolite factors tested for association with both diabetes remission and weight loss. Metabolic markers were tested for incremental improvement to clinical models, including the DiaRem score. Two metabolite factors were associated with diabetes remission: one primarily composed of branched chain amino acids (BCAA) and tyrosine (odds ratio (95% confidence interval) [OR (95% CI)] = 1.4 [1.0–1.9], p = 0.045), and one with betaine and choline (OR [95% CI] = 0.7 [0.5–0.9], p = 0.02).These results were not significant after adjustment for multiple tests. Inclusion of these two factors in clinical models yielded modest improvements in model fit and performance: in a constructed clinical model, the C-statistic improved from 0.87 to 0.90 (p = 0.02), while the net reclassification index showed improvement in prediction compared to the DiaRem score (NRI = 0.26, p = 0.0013). No metabolite factors associated with weight loss at five years. Baseline levels of metabolites in the BCAA and trimethylamine-N-oxide (TMAO)-microbiome-related pathways are independently and incrementally associated with sustained diabetes remission after weight loss interventions in individuals with severe obesity. These metabolites could serve as clinically useful biomarkers to identify individuals who will benefit the most from weight loss interventions.
Collapse
Affiliation(s)
| | - Olga Ilkayeva
- Duke Molecular Physiology Institute, Durham, NC, USA.,Sarah W. Stedman Nutrition and Metabolism Center, Durham, NC, USA
| | - Michael J Muehlbauer
- Duke Molecular Physiology Institute, Durham, NC, USA.,Sarah W. Stedman Nutrition and Metabolism Center, Durham, NC, USA
| | | | - Bruce Wolfe
- Departments of Surgery and Medicine, Oregon Health & Science University,, Portland, OR, USA
| | - Jonathan Q Purnell
- Departments of Surgery and Medicine, Oregon Health & Science University,, Portland, OR, USA
| | - F Xavier Pi-Sunyer
- New York Obesity Research Center, Division of Endocrinology, Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY, USA
| | - Haiying Chen
- Department of Biostatistics and Data Science, Wake Forest School of Medicine Medical Center, Winston-Salem, NC, USA
| | - Judy Bahnson
- Department of Biostatistics and Data Science, Wake Forest School of Medicine Medical Center, Winston-Salem, NC, USA
| | - Christopher B Newgard
- Duke Molecular Physiology Institute, Durham, NC, USA.,Sarah W. Stedman Nutrition and Metabolism Center, Durham, NC, USA.,Department of Pharmacology & Cancer Biology and Division of Endocrinology, Department of Medicine, Duke University, Durham, DC, USA
| | - Svati H Shah
- Duke Molecular Physiology Institute, Durham, NC, USA.,Division of Cardiology, Department of Medicine, Duke University Medical Center, Durham, DC, USA
| | - Blandine Laferrère
- New York Obesity Research Center, Division of Endocrinology, Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY, USA.
| |
Collapse
|
19
|
Mikkola TM, Salonen MK, Kajantie E, Kautiainen H, Eriksson JG. Associations of Fat and Lean Body Mass with Circulating Amino Acids in Older Men and Women. J Gerontol A Biol Sci Med Sci 2021; 75:885-891. [PMID: 31095700 DOI: 10.1093/gerona/glz126] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Indexed: 12/16/2022] Open
Abstract
Circulating amino acids are potential markers of body composition. Previous studies are mainly limited to middle age and focus on either fat or lean mass, thereby ignoring overall body composition. We investigated the associations of fat and lean body mass with circulating amino acids in older men and women. We studied 594 women and 476 men from the Helsinki Birth Cohort Study (age 62-74 years). Bioelectrical impedance analysis was used to indicate two main body compartments by fat (fat mass/height2) and lean mass indices (lean mass/height2), dichotomized based on sex-specific medians. Eight serum amino acids were quantified using nuclear magnetic resonance spectroscopy. General linear models were adjusted for age, smoking, and fasting glucose. Higher lean mass index (LMI) was associated with higher concentrations of branched-chain amino acids in both sexes (p ≤ .001). In men, LMI was also positively associated with tyrosine (p = .006) and inversely with glycine (p < .001). Higher fat mass index was associated with higher concentrations of all branched-chain amino acids, aromatic amino acids (phenylalanine and tyrosine), and alanine in both sexes (p ≤ .008). Associations between body composition and amino acids are largely similar in older men and women. The associations are largely similar to those previously observed in younger adults.
Collapse
Affiliation(s)
| | - Minna K Salonen
- Folkhälsan Research Center, Helsinki, Finland.,Public Health Promotion Unit, National Institute for Health and Welfare, Helsinki, Finland
| | - Eero Kajantie
- Public Health Promotion Unit, National Institute for Health and Welfare, Helsinki, Finland.,PEDEGO Research Unit, MRC Oulu, Oulu University Hospital and University of Oulu, Finland.,Department of Clinical and Molecular Medicine, Norwegian University for Science and Technology, Trondheim, Norway.,Children's Hospital, Helsinki University Hospital and University of Helsinki, Finland
| | - Hannu Kautiainen
- Folkhälsan Research Center, Helsinki, Finland.,Primary Health Care Unit, Kuopio University Hospital, Finland
| | - Johan G Eriksson
- Folkhälsan Research Center, Helsinki, Finland.,Public Health Promotion Unit, National Institute for Health and Welfare, Helsinki, Finland.,Department of General Practice and Primary Health Care, University of Helsinki and Helsinki University Hospital, Finland.,Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research.,Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore
| |
Collapse
|
20
|
Yoshida N, Kitahama S, Yamashita T, Hirono Y, Tabata T, Saito Y, Shinohara R, Nakashima H, Emoto T, Hirota Y, Takahashi T, Ogawa W, Hirata K. Metabolic alterations in plasma after laparoscopic sleeve gastrectomy. J Diabetes Investig 2021; 12:123-129. [PMID: 32563200 PMCID: PMC7779268 DOI: 10.1111/jdi.13328] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 05/30/2020] [Accepted: 06/14/2020] [Indexed: 02/06/2023] Open
Abstract
Laparoscopic sleeve gastrectomy (LSG) is an important therapeutic option for morbidly obese patients. Although LSG promotes sufficient weight loss, how LSG changes plasma metabolites remains unclear. We assessed changes in plasma metabolite levels after LSG. We collected plasma samples from 15 morbidly obese Japanese patients before and 3 months after LSG. A total of 48 metabolites were quantified using capillary electrophoresis time-of-flight mass spectrometry-based metabolomic profiling. Branched chain amino acids, several essential amino acids, choline, 2-hydroxybutyric acid, 2-oxoisovaleric acid and hypoxanthine were significantly decreased after LSG. Tricarboxylic acid cycle metabolites, including citric acid, succinic acid and malic acid, were significantly elevated after LSG. This is the first report to show dynamic alterations in plasma metabolite concentrations, as assessed using capillary electrophoresis time-of-flight mass spectrometry, in morbidly obese patients after LSG. Our results might show how LSG helps improve obesity, in part through metabolic status changes, and propose novel therapeutic targets to ameliorate obesity.
Collapse
Affiliation(s)
- Naofumi Yoshida
- Division of Cardiovascular MedicineDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | - Seiichi Kitahama
- Department of Bariatric and Metabolic SurgeryCenter for Obesity, Diabetes and EndocrinologyChibune General HospitalOsakaJapan
| | - Tomoya Yamashita
- Division of Cardiovascular MedicineDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | - Yasuko Hirono
- Department of Bariatric and Metabolic SurgeryCenter for Obesity, Diabetes and EndocrinologyChibune General HospitalOsakaJapan
| | - Tokiko Tabata
- Division of Cardiovascular MedicineDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | - Yoshihiro Saito
- Division of Cardiovascular MedicineDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | | | | | - Takuo Emoto
- Division of Cardiovascular MedicineDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | - Yushi Hirota
- Division of Diabetes and EndocrinologyDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | - Tetsuya Takahashi
- Division of Diabetes and EndocrinologyDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
- Department of Diabetes and EndocrinologyCenter for Obesity, Diabetes and EndocrinologyChibune General HospitalOsakaJapan
| | - Wataru Ogawa
- Division of Diabetes and EndocrinologyDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | - Ken‐ichi Hirata
- Division of Cardiovascular MedicineDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| |
Collapse
|
21
|
Tan HC, Hsu JW, Kovalik JP, Eng A, Chan WH, Khoo CM, Tai ES, Chacko S, Jahoor F. Branched-Chain Amino Acid Oxidation Is Elevated in Adults with Morbid Obesity and Decreases Significantly after Sleeve Gastrectomy. J Nutr 2020; 150:3180-3189. [PMID: 33097955 DOI: 10.1093/jn/nxaa298] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2020] [Revised: 08/07/2020] [Accepted: 09/09/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Plasma concentrations of branched-chain amino acids (BCAAs) are elevated in obese individuals with insulin resistance (IR) and decrease after bariatric surgery. However, the metabolic mechanisms are unclear. OBJECTIVES Our objectives are to compare leucine kinetics between morbidly obese and healthy-weight individuals cross-sectionally, and to prospectively evaluate changes in the morbidly obese after sleeve gastrectomy. We hypothesized that leucine oxidation is slower in obese individuals and increases after surgery. METHODS Ten morbidly obese [BMI (in kg/m2) ≥32.5, age 21-50 y] and 10 healthy-weight participants (BMI <25), matched for age (median ∼30 y) but not gender, were infused with [U-13C6] leucine and [2H5] glycerol to quantify leucine and glycerol kinetics. Morbidly obese participants were studied again 6 mo postsurgery. Primary outcomes were kinetic parameters related to BCAA metabolism. Data were analyzed by nonparametric methods and presented as median (IQR). RESULTS Participants with obesity had IR with an HOMA-IR (4.89; 4.36-8.76) greater than that of healthy-weight participants (1.32; 0.99-1.49; P < 0.001) and had significantly faster leucine flux [218; 196-259 compared with 145; 138-149 μmol · kg fat-free mass (FFM)-1 · h-1], oxidation (24.0; 17.9-29.8 compared with 16.1; 14.3-18.5 μmol · kg FFM-1 · h-1), and nonoxidative disposal (204; 190-247 compared with 138; 129-140 μmol · kg FFM-1 · h-1) (P < 0.017 for all). After surgery, the morbidly obese had a marked improvement in IR (3.54; 3.06-6.08; P = 0.008) and significant reductions in BCAA concentrations (113; 95-157 μmol/L) and leucine oxidation (9.37; 6.85-15.2 μmol · kg FFM-1 · h-1) (P = 0.017 for both). Further, leucine flux in this group correlated significantly with IR (r = 0.78, P < 0.001). CONCLUSIONS BCAA oxidation is not impaired but elevated in individuals with morbid obesity. Plasma BCAA concentrations are lowered after surgery owing to slower breakdown of body proteins as insulin's ability to suppress proteolysis is restored. These findings suggest that IR is the underlying cause and not the consequence of elevated BCAAs in obesity.
Collapse
Affiliation(s)
- Hong Chang Tan
- Department of Endocrinology, Singapore General Hospital, Singapore
| | - Jean W Hsu
- USDA/Agricultural Research Service Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Jean-Paul Kovalik
- Cardiovascular and Metabolic Disease Program, Duke-NUS Medical School, Singapore
| | - Alvin Eng
- Department of Upper GI and Bariatric Surgery, Singapore General Hospital, Singapore
| | - Weng Hoong Chan
- Department of Upper GI and Bariatric Surgery, Singapore General Hospital, Singapore
| | - Chin Meng Khoo
- Department of Medicine, National University Health System, Singapore
| | - E Shyong Tai
- Department of Medicine, National University Health System, Singapore
| | - Shaji Chacko
- USDA/Agricultural Research Service Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Farook Jahoor
- USDA/Agricultural Research Service Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| |
Collapse
|
22
|
Ng TKS, Kovalik JP, Ching J, Chan AW, Matchar DB. Novel metabolomics markers are associated with pre-clinical decline in hand grip strength in community-dwelling older adults. Mech Ageing Dev 2020; 193:111405. [PMID: 33217429 DOI: 10.1016/j.mad.2020.111405] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 10/26/2020] [Accepted: 11/11/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND Hand grip strength (HGS) has been proposed as a robust predictor for frailty and sarcopenia. Hence, identifying biomarkers for declining HGS accompanying aging could deepen our understanding of the biological underpinnings, informing pre-emptive intervention. Acylcarnitines (ACs) are metabolites generated by fatty acid metabolism in the mitochondria and are dysregulated in multiple disorders affecting the musculature. However, they have not been comprehensively profiled and examined regarding their utility in predicting variability in declining HGS, longitudinally. Thus, we aimed to: 1) validate previous findings on insignificant cross-sectional association between ACs and HGS, and 2) examine whether baseline ACs were associated with both decline and variability in HGS over 18 months, in community-dwelling older adults. METHODS We included participants who had HGS measured with dynamometer longitudinally (N = 121). We quantified ACs by targeted plasma metabolomics profiling. Multivariable linear regressions were then performed. RESULTS Cross-sectionally, ACs were not significantly associated with HGS. Longitudinally, baseline short-chain dicarboxylic and hydroxylated acylcarnitines (AC-DC/-OH) levels were inversely associated with and significantly explained the variability in 18-month decline in HGS. A specific AC species, the C4-OH, accounted for most of the variance explained. CONCLUSIONS We showed novel biomarkers for declining HGS, furthering molecular understanding and informing nutritional pre-emptive programs.
Collapse
Affiliation(s)
- Ted Kheng Siang Ng
- Duke-National University of Singapore Medical School, Center for Aging, Research and Education Singapore.
| | - Jean-Paul Kovalik
- Duke-National University of Singapore Medical School, Cardiovascular and Metabolic Disorders Programme, Singapore
| | - Jianhong Ching
- Duke-National University of Singapore Medical School, Cardiovascular and Metabolic Disorders Programme, Singapore
| | - Angelique W Chan
- Duke-National University of Singapore Medical School, Center for Aging, Research and Education Singapore; Duke-National University of Singapore Medical School, Program in Health Services and Systems Research, Singapore; National University of Singapore, Department of Sociology, Faculty of Arts and Social Sciences, Singapore
| | - David Bruce Matchar
- Duke-National University of Singapore Medical School, Center for Aging, Research and Education Singapore; Duke-National University of Singapore Medical School, Program in Health Services and Systems Research, Singapore; Duke University School of Medicine, Department of Medicine (General Internal Medicine), United States.
| |
Collapse
|
23
|
Rasooli SA, Fathi R, Golzar FAK, Baghersalimi M. The effect of circuit resistance training on plasma levels of amino acids, alpha-hydroxybutyrate, mannose, and urinary levels of glycine conjugated adducts in obese adolescent boys. Appl Physiol Nutr Metab 2020; 46:561-570. [PMID: 33151749 DOI: 10.1139/apnm-2020-0171] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Few studies have examined the improving effects of exercise on the association between metabolites of impaired protein metabolism and insulin resistance in obese children. Therefore, this study aims to investigate the effect of circuit resistance training (CRT) on plasma levels of amino acids, alpha-hydroxybutyrate (α-HB), mannose, and urinary levels of glycine conjugated adducts in obese adolescent boys. Forty obese adolescent boys (body mass index above the 95th percentile) with an age range of 14-17 years were randomly divided into the CRT group (n = 20) and control group (n = 20). The CRT program (3 times/week, 70%-80% of 1-repetition maximum) was performed for 8 weeks. The results indicated that the body composition and plasma levels of glucose, insulin resistance, valine, mannose, lysine, and the sum of branched-chain amino acids (BCAA) were decreased because of CRT. The plasma levels of asparagine, glycine, serine, and urinary levels of glycine conjugated adduct also increased in the CRT group. Although α-HB level decreased during CRT, it had no significant difference from that of the control group. It can be concluded that the improvement in obesity complications including insulin resistance in obese adolescent boys after CRT may be due to decrease in plasma levels of mannose and BCAA and increase urinary metabolites. Novelty: CRT improves glucose metabolism and insulin resistance in obese adolescent boys. CRT decreases plasma levels of mannose and BCAA and normalizes other amino acids. CRT increases urinary levels of glycine conjugated adducts.
Collapse
Affiliation(s)
- Seyed Ali Rasooli
- Department of Exercise Physiology, Faculty of Sport Sciences, University of Mazandaran, Babolsar, Mazandaran, Iran.,Department of Exercise Physiology, Faculty of Sport Sciences, University of Mazandaran, Babolsar, Mazandaran, Iran
| | - Rozita Fathi
- Department of Exercise Physiology, Faculty of Sport Sciences, University of Mazandaran, Babolsar, Mazandaran, Iran.,Department of Exercise Physiology, Faculty of Sport Sciences, University of Mazandaran, Babolsar, Mazandaran, Iran
| | - Farhad Ahmadi-Kani Golzar
- Department of Exercise Physiology, Faculty of Sport Sciences, University of Mazandaran, Babolsar, Mazandaran, Iran.,Department of Exercise Physiology, Faculty of Sport Sciences, University of Mazandaran, Babolsar, Mazandaran, Iran
| | - Masoumeh Baghersalimi
- Department of Exercise Physiology, Faculty of Sport Sciences, University of Mazandaran, Babolsar, Mazandaran, Iran.,Department of Exercise Physiology, Faculty of Sport Sciences, University of Mazandaran, Babolsar, Mazandaran, Iran
| |
Collapse
|
24
|
Yao J, Kovalik JP, Lai OF, Lee PC, Eng AKH, Chan WH, Lim EKW, Bee YM, Tan HC. Effects of laparoscopic sleeve gastrectomy on concentration and composition of bile acids in an Asian population with morbid obesity. PROCEEDINGS OF SINGAPORE HEALTHCARE 2020. [DOI: 10.1177/2010105820952489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background: Bile acids (BAs) are traditionally associated with lipid absorption and phase II detoxification by forming various BA conjugates. Recently, it has been discovered that BAs also regulate glucose metabolism, and the increase in BAs in patients following bariatric surgery may contribute to the post-surgery improvement in insulin resistance (IR). However, while Roux-en-Y gastric bypass can increase BA concentrations post-surgery, this may not be the case after laparoscopic sleeve gastrectomy (LSG). We hypothesized that the profiling of BAs that include the conjugated BA species could detect post-surgery BA changes after LSG. To test our hypothesis, we performed comprehensive profiling of BAs in Asian individuals with morbid obesity at baseline, and at 6 months following LSG. Methods: Fourteen subjects scheduled for LSG were recruited. Anthropometric measurements, oral glucose tolerance test, and biochemistry tests were performed at baseline and at 6 months after LSG. BAs were profiled using liquid chromatography–mass spectrometry. Results: At 6 months, subjects lost significant weight from 117.4±5.4 to 92.1±3.8 kg and demonstrated significant improvement in IR. HOMA-IR decreased from 6.2±0.7 to 2.0±0.2 and the Matsuda index increased from 1.9±0.3 to 3.3±0.3. We did not detect any significant post-operative change in the levels of total BAs (5237.1±1219.4 vs. 3631.7±457.9, p=0.181) or non-sulfated BAs after LSG. However, sulfated BA species increased significantly after LSG. Conclusion: Our study showed that the serum concentrations of sulfated BA species in morbidly obese Asian individuals increased significantly 6 months after LSG; the increase in sulfated BAs after LSG might contribute to the post-surgery improvement of metabolic health.
Collapse
Affiliation(s)
- Jie Yao
- Department of General Medicine, Changi General Hospital, Singapore
| | - Jean-Paul Kovalik
- Cardiovascular Metabolic Program, Duke-NUS Medical School, Singapore
| | - Oi Fah Lai
- Department of Clinical Research, Singapore General Hospital, Singapore
| | - Phong Ching Lee
- Department of Endocrinology, Singapore General Hospital, Singapore
| | - Alvin Kim Hock Eng
- Department of Upper Gastrointestinal and Bariatric Surgery, Singapore General Hospital, Singapore
| | - Weng Hoong Chan
- Department of Upper Gastrointestinal and Bariatric Surgery, Singapore General Hospital, Singapore
| | - Eugene Kee Wee Lim
- Department of Upper Gastrointestinal and Bariatric Surgery, Singapore General Hospital, Singapore
| | - Yong Mong Bee
- Department of Endocrinology, Singapore General Hospital, Singapore
| | - Hong Chang Tan
- Department of Endocrinology, Singapore General Hospital, Singapore
| |
Collapse
|
25
|
Golzarand M, Toolabi K, Hedayati M, Azam K, Douraghi M, Djafarian K. Comparative Study of Resting Metabolic Rate and Plasma Amino Acid Profile in Patients Who Underwent Laparoscopic Roux-en-Y Gastric Bypass and Laparoscopic Sleeve Gastrectomy: 6-Month Follow-up Study. Obes Surg 2019; 29:3125-3132. [DOI: 10.1007/s11695-019-03969-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
|
26
|
Kruger C, Nguyen TT, Breaux C, Guillory A, Mangelli M, Fridianto KT, Kovalik JP, Burk DH, Noland RC, Mynatt R, Stadler K. Proximal Tubular Cell-Specific Ablation of Carnitine Acetyltransferase Causes Tubular Disease and Secondary Glomerulosclerosis. Diabetes 2019; 68:819-831. [PMID: 30728184 PMCID: PMC6425873 DOI: 10.2337/db18-0090] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Accepted: 01/28/2019] [Indexed: 02/06/2023]
Abstract
Proximal tubular epithelial cells are highly energy demanding. Their energy need is covered mostly from mitochondrial fatty acid oxidation. Whether derailments in fatty acid metabolism and mitochondrial dysfunction are forerunners of tubular damage has been suggested but is not entirely clear. Here we modeled mitochondrial overload by creating mice lacking the enzyme carnitine acetyltransferase (CrAT) in the proximal tubules, thus limiting a primary mechanism to export carbons under conditions of substrate excess. Mice developed tubular disease and, interestingly, secondary glomerulosclerosis. This was accompanied by increased levels of apoptosis regulator and fibrosis markers, increased oxidative stress, and abnormal profiles of acylcarnitines and organic acids suggesting profound impairments in all major forms of nutrient metabolism. When mice with CrAT deletion were fed a high-fat diet, kidney disease was more severe and developed faster. Primary proximal tubular cells isolated from the knockout mice displayed energy deficit and impaired respiration before the onset of pathology, suggesting mitochondrial respiratory abnormalities as a potential underlying mechanism. Our findings support the hypothesis that derailments of mitochondrial energy metabolism may be causative to chronic kidney disease. Our results also suggest that tubular injury may be a primary event followed by secondary glomerulosclerosis, raising the possibility that focusing on normalizing tubular cell mitochondrial function and energy balance could be an important preventative strategy.
Collapse
Affiliation(s)
- Claudia Kruger
- Oxidative Stress and Disease Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA
| | - Trang-Tiffany Nguyen
- Oxidative Stress and Disease Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA
| | - Chelsea Breaux
- Oxidative Stress and Disease Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA
| | - Alana Guillory
- Oxidative Stress and Disease Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA
| | - Margaret Mangelli
- Oxidative Stress and Disease Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA
| | - Kevin T Fridianto
- Programme in Cardiovascular & Metabolic Disorders, Duke-National University of Singapore (NUS) Medical School, Singapore
| | - Jean-Paul Kovalik
- Programme in Cardiovascular & Metabolic Disorders, Duke-National University of Singapore (NUS) Medical School, Singapore
| | - David H Burk
- Cell Biology and Bioimaging Core, Pennington Biomedical Research Center, Baton Rouge, LA
| | - Robert C Noland
- Skeletal Muscle Metabolism Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA
| | - Randall Mynatt
- Transgenics Core, Pennington Biomedical Research Center, Baton Rouge, LA
| | - Krisztian Stadler
- Oxidative Stress and Disease Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA
| |
Collapse
|
27
|
Mai K, Li L, Wiegand S, Brachs M, Leupelt V, Ernert A, Kühnen P, Hübner N, Robinson P, Chen W, Krude H, Spranger J. An Integrated Understanding of the Molecular Mechanisms of How Adipose Tissue Metabolism Affects Long-term Body Weight Maintenance. Diabetes 2019; 68:57-65. [PMID: 30389745 DOI: 10.2337/db18-0440] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Accepted: 10/22/2018] [Indexed: 11/13/2022]
Abstract
Lifestyle-based weight loss interventions frequently demonstrate long-term inefficiency and weight regain. Identification of underlying mechanisms and predictors to identify subjects who will benefit from lifestyle-based weight loss strategies is urgently required. We analyzed 143 adults of the randomized Maintain trial (Maintain-Adults) after intended weight loss to identify mechanisms contributing to the regulation of body weight maintenance. Unbiased RNA sequencing of adipose and skeletal muscle biopsies revealed fatty acid metabolism as a key pathway modified by weight loss. Variability of key enzymes of this pathway, estimates of substrate oxidation, and specific serum acylcarnitine (AC) species, representing a systemic snapshot of in vivo substrate flux, predicted body weight maintenance (defined as continuous or dichotomized [< or ≥3% weight regain] variable) 18 months after intended weight loss in the entire cohort. Key results were confirmed in a similar randomized controlled trial in 137 children and adolescents (Maintain-Children), which investigated the same paradigm in a pediatric cohort. These data suggest that adaption of lipid utilization in response to negative energy balance contributes to subsequent weight maintenance. Particularly a functional role for circulating ACs, which have been suggested to reflect intracellular substrate utilization, as mediators between peripheral energy stores and control of long-term energy homeostasis was indicated.
Collapse
Affiliation(s)
- Knut Mai
- Department of Endocrinology and Metabolism, Charité-Universitätsmedizin Berlin, Berlin, Germany
- Charité-Center for Cardiovascular Research, Berlin, Germany
- Clinical Research Unit, Berlin Institute of Health, Berlin, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
| | - Linna Li
- Department of Endocrinology and Metabolism, Charité-Universitätsmedizin Berlin, Berlin, Germany
- Clinical Research Unit, Berlin Institute of Health, Berlin, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
| | - Susanna Wiegand
- Department of Pediatric Endocrinology and Diabetology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Maria Brachs
- Department of Endocrinology and Metabolism, Charité-Universitätsmedizin Berlin, Berlin, Germany
- Charité-Center for Cardiovascular Research, Berlin, Germany
| | - Verena Leupelt
- Department of Endocrinology and Metabolism, Charité-Universitätsmedizin Berlin, Berlin, Germany
- Charité-Center for Cardiovascular Research, Berlin, Germany
| | - Andrea Ernert
- Department of Pediatric Endocrinology and Diabetology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Peter Kühnen
- Department of Pediatric Endocrinology and Diabetology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Norbert Hübner
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine, Berlin, Germany
| | - Peter Robinson
- Institute for Medical Genetics, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Wei Chen
- Max Delbrück Center for Molecular Medicine, Berlin, Germany
| | - Heiko Krude
- Department of Pediatric Endocrinology and Diabetology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Joachim Spranger
- Department of Endocrinology and Metabolism, Charité-Universitätsmedizin Berlin, Berlin, Germany
- Charité-Center for Cardiovascular Research, Berlin, Germany
- Clinical Research Unit, Berlin Institute of Health, Berlin, Germany
- German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
| |
Collapse
|
28
|
Koh AS, Gao F, Tan RS, Zhong L, Leng S, Zhao X, Fridianto KT, Ching J, Lee SY, Keng BMH, Yeo TJ, Tan SY, Tan HC, Lim CT, Koh WP, Kovalik JP. Metabolomic correlates of aerobic capacity among elderly adults. Clin Cardiol 2018; 41:1300-1307. [PMID: 30350416 DOI: 10.1002/clc.23016] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 06/22/2018] [Accepted: 06/24/2018] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Aerobic capacity is a powerful predictor of cardiovascular disease and all-cause mortality, and it declines with advancing age. HYPOTHESIS Since physical activity alters body metabolism, metabolism markers will likely differ between subjects with high vs low aerobic capacities. METHODS Community-based participants without physician-diagnosed heart disease, stroke or cancer underwent same-day multimodal assessment of cardiovascular function (by echocardiography and magnetic resonance feature tracking of left atrium) and aerobic capacity by peak oxygen uptake (VO2 ) metrics. Associations between VO2 and cardiovascular and metabolomics profiles were studied in adjusted models including standard covariates. RESULTS We studied 141 participants, of whom 82 (58.2%) had low VO2 , while 59 (41.8%) had high VO2 . Compared to participants with high VO2 , participants with low VO2 had more adverse cardiovascular parameters, such as lower ratio of peak velocity flow in early diastole to peak velocity flow in late diastole by atrial contraction of >0.8 (76% vs 35%, adjusted odd ratio [OR] = 4.1, 95% confidence interval [CI] [1.7-9.5], P = 0.001) and lower left atrial conduit strain (11.3 ± 4.0 vs 15.6 ± 6.1%, adjusted OR = 1.1, 95% CI [1.002-1.3], P = 0.045). High VO2 was associated with lower accumulation of wide-spectrum acyl-carnitines (OR = 0.6, 95% CI [0.4-0.9], P = 0.013), alanine (OR = 0.1, 95% CI [0.01-0.9], P = 0.044) and glutamine /glutamate (OR = 0.1, 95% CI [0.01-0.5], P = 0.007), compared to low VO2. CONCLUSION: Elderly adults with low VO2 have adverse cardiovascular and metabolic parameters compared to their counterparts with high VO2 . Combined cardiac and metabolomics phenotyping may be a promising tool to provide insights into physiological states, useful for tracking future interventions related to physical activity among community cohorts.
Collapse
Affiliation(s)
- Angela S Koh
- Department of Cardiology, National Heart Centre Singapore, Duke-NUS Medical School, Singapore
| | - Fei Gao
- Department of Cardiology, National Heart Centre Singapore, Singapore, Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore
| | - Ru S Tan
- Department of Cardiology, National Heart Centre Singapore, Duke-NUS Medical School, Singapore
| | - Liang Zhong
- Department of Cardiology, National Heart Centre Singapore, Duke-NUS Medical School, Singapore
| | - Shuang Leng
- Department of Cardiology, National Heart Centre, Singapore
| | - Xiaodan Zhao
- Department of Cardiology, National Heart Centre, Singapore
| | - Kevin T Fridianto
- Cardiovascular and Metabolic Diseases Programme, Duke-NUS Medical School, Singapore
| | - Jianhong Ching
- Cardiovascular and Metabolic Diseases Programme, Duke-NUS Medical School, Singapore
| | - Si Y Lee
- Department of Cardiology, National Heart Centre, Singapore
| | - Bryan M H Keng
- Department of Cardiology, National Heart Centre, Singapore
| | - Tee Joo Yeo
- Department of Cardiology, National University Heart Centre Singapore
| | - Shu Y Tan
- Department of Family Medicine and Continuing Care, General Hospital, Singapore
| | - Hong C Tan
- Department of Endocrinology, General Hospital, Singapore
| | - Chin T Lim
- Department of Orthopaedic Surgery, National University Hospital, Singapore
| | - Woon-Puay Koh
- Health Services and Systems Research, Duke-NUS Medical School, Singapore
| | - Jean-Paul Kovalik
- Cardiovascular and Metabolic Diseases Programme, Duke-NUS Medical School, Singapore.,Department of Endocrinology, General Hospital, Singapore
| |
Collapse
|
29
|
Tan HC, Hsu JW, Khoo CM, Tai ES, Yu S, Chacko S, Lai OF, Jahoor F. Alterations in branched-chain amino acid kinetics in nonobese but insulin-resistant Asian men. Am J Clin Nutr 2018; 108:1220-1228. [PMID: 30358799 DOI: 10.1093/ajcn/nqy208] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Accepted: 07/25/2018] [Indexed: 12/20/2022] Open
Abstract
Background Branched-chain amino acids (BCAAs) are elevated in the insulin-resistant (IR) state. The reasons for this increase remain unclear, but it may be related to abnormalities in BCAA metabolism and free fatty acid (FFA) metabolism. Objective In this study, we quantified BCAA and FFA kinetics of IR and insulin-sensitive (IS) nonobese Asian men with the use of stable-isotope tracers. We hypothesized that in addition to greater substrate flux, the BCAA oxidative pathway is also impaired to account for the higher plasma BCAA concentration in the IR state. Design We recruited 12 IR and 14 IS nonobese and healthy Asian men. Oral-glucose-tolerance tests (OGTTs) were performed to quantify insulin sensitivity, and subjects underwent 2 stable-isotope infusion studies. [U-13C6]Leucine was infused to measure leucine flux and oxidation as indexes of BCAA metabolism, whereas [U-13C16]palmitate was infused to measure palmitate flux and oxidation to represent FFA metabolism, The 2H2O dilution method was used to estimate body composition. Results IR subjects had greater adiposity and significantly higher fasting and post-OGTT glucose and insulin concentrations compared with the IS group. However, none of the subjects were diabetic. Despite similar dietary protein intake, IR subjects had a significantly higher plasma BCAA concentration and greater leucine flux. Leucine oxidation was also greater in the IR group, but the relation between leucine oxidation and flux was significantly weaker in the IR group than in the IS group (r = 0.530 compared with 0.695, P < 0.0388 for differences between slope). FFA oxidation was, however, unaffected despite higher FFA flux in the IR group. Conclusion The higher plasma BCAA concentration in healthy nonobese individuals with IR is associated with a weaker relation between BCAA oxidation and BCAA flux and this occurs in the presence of accelerated FFA flux and oxidation.
Collapse
Affiliation(s)
| | - Jean W Hsu
- USDA/Agricultural Research Service Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Chin Meng Khoo
- Department of Medicine, National University Hospital, Singapore
| | - E Shyong Tai
- Department of Medicine, National University Hospital, Singapore
| | | | - Shaji Chacko
- USDA/Agricultural Research Service Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Oi Fah Lai
- Clinical Research, Singapore General Hospital, Singapore
| | - Farook Jahoor
- USDA/Agricultural Research Service Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX
| |
Collapse
|
30
|
Preconception Micronutrient Supplementation Reduced Circulating Branched Chain Amino Acids at 12 Weeks Gestation in an Open Trial of Guatemalan Women Who Are Overweight or Obese. Nutrients 2018; 10:nu10091282. [PMID: 30208589 PMCID: PMC6165402 DOI: 10.3390/nu10091282] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 09/04/2018] [Accepted: 09/06/2018] [Indexed: 12/13/2022] Open
Abstract
Elevated branched chain amino acids (BCAAs: valine, leucine, and isoleucine) are well-established biomarkers of obesity-associated insulin resistance (IR). Mounting evidence suggests that low- and middle-income countries are suffering from a "double burden" of both undernutrition (growth stunting) and overnutrition (obesity) as these countries undergo a "nutrition transition". The purpose of this study was to examine if pre-pregnancy body mass index (BMI, kg/m²) and a daily lipid-based micronutrient supplement (LNS, Nutriset) would lead to cross-sectional differences in circulating levels of branched chain amino acids (BCAAs) in Guatemalan women experiencing short stature during early pregnancy. Using data from an ongoing randomized controlled trial, Women First, we studied women who were normal weight (NW, BMI range for this cohort = 20.1⁻24.1 kg/m²) or overweight/obese (OW/OB, BMI range for this cohort = 25.6⁻31.9 kg/m²), and divided into two groups: those who received daily LNS ≥ 3 months prior to conception through 12 weeks gestation (+LNS), or no LNS (-LNS) (n = 9⁻10/group). BCAAs levels were obtained from dried blood spot card samples (DBS) assessed at 12 weeks gestation. DBS cards provide a stable, efficient, and reliable means of collecting, transporting, and storing blood samples in low resource or field settings. Circulating maternal leptin, adiponectin, and insulin were determined by immunoassays from serum samples collected at 12 weeks gestation. We found maternal pre-pregnancy body mass index (ppBMI) was associated with higher circulating BCAAs (r² = 0.433, p = 0.002) and higher leptin/adiponectin ratio (r = 0.466, p = 0.044) in -LNS mothers at 12 weeks gestation. +LNS mothers demonstrated no correlations between BCAAs or leptin/adiponectin ratio across ppBMI suggesting LNS may be effective at improving metabolic status in OW/OB mothers during early pregnancy.
Collapse
|
31
|
Comprehensive Assessment of the Effects of Sleeve Gastrectomy on Glucose, Lipid, and Amino Acid Metabolism in Asian Individuals with Morbid Obesity. Obes Surg 2018; 29:149-158. [DOI: 10.1007/s11695-018-3487-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
|
32
|
Meyer A, Montastier E, Hager J, Saris WHM, Astrup A, Viguerie N, Valsesia A. Plasma metabolites and lipids predict insulin sensitivity improvement in obese, nondiabetic individuals after a 2-phase dietary intervention. Am J Clin Nutr 2018; 108:13-23. [PMID: 29878058 PMCID: PMC6600064 DOI: 10.1093/ajcn/nqy087] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Accepted: 04/04/2018] [Indexed: 02/06/2023] Open
Abstract
Background Weight loss in obese individuals aims to reduce the risk of type 2 diabetes by improving glycemic control. Yet, significant intersubject variability is observed and the outcomes remain poorly predictable. Objective The aim of the study was to predict whether an individual will show improvements in insulin sensitivity above or below the median population change at 6 mo after a low-calorie-diet (LCD) intervention. Design With the use of plasma lipidomics and metabolomics for 433 subjects from the Diet, Obesity, and Genes (DiOGenes) Study, we attempted to predict good or poor Matsuda index improvements 6 mo after an 8-wk LCD intervention (800 kcal/d). Three independent analysis groups were defined: "training" (n = 119) for model construction, "testing" (n = 162) for model comparison, and "validation" (n = 152) to validate the final model. Results Initial modeling with baseline clinical variables (body mass index, Matsuda index, total lipid concentrations, sex, age) showed limited performance [area under the curve (AUC) on the "testing dataset" = 0.69; 95% CI: 0.61, 0.77]. Significantly better performance was achieved with an omics model based on 27 variables (AUC = 0.77; 95% CI: 0.70, 0.85; P = 0.0297). This model could be greatly simplified while keeping the same performance. The simplified model relied on baseline Matsuda index, proline, and phosphatidylcholine 0-34:1. It successfully replicated on the validation set (AUC = 0.75; 95% CI: 0.67, 0.83) with the following characteristics: specificity = 0.73, sensitivity = 0.68, negative predictive value = 0.60, and positive predictive value = 0.80. Marginally lower performance was obtained when replacing the Matsuda index with homeostasis model assessment of insulin resistance (AUC = 0.72; 95% CI: 0.64, 0.80; P = 0.08). Conclusions Our study proposes a model to predict insulin sensitivity improvements, 6 mo after LCD completion in a large population of overweight or obese nondiabetic subjects. It relies on baseline information from 3 variables, accessible from blood samples. This model may help clinicians assessing the large variability in dietary interventions and predict outcomes before an intervention. This trial was registered at www.clinicaltrials.gov as NCT00390637.
Collapse
Affiliation(s)
- Antonin Meyer
- Nestlé Institute of Health Sciences, Lausanne, Switzerland
| | - Emilie Montastier
- Institut National de la Santé et de la Recherche Médicale (INSERM) Unité 1048, Institute of Metabolic and Cardiovascular Diseases, University of Toulouse, Toulouse, France,Department of Clinical Biochemistry and Nutrition, Toulouse University Hospital, Toulouse, France
| | - Jörg Hager
- Nestlé Institute of Health Sciences, Lausanne, Switzerland
| | - Wim H M Saris
- Department of Human Biology, School of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre, Maastricht, Netherlands
| | - Arne Astrup
- Department of Nutrition, Exercise, and Sports, Faculty of Science, University of Copenhagen, Copenhagen, Denmark
| | - Nathalie Viguerie
- Institut National de la Santé et de la Recherche Médicale (INSERM) Unité 1048, Institute of Metabolic and Cardiovascular Diseases, University of Toulouse, Toulouse, France
| | - Armand Valsesia
- Nestlé Institute of Health Sciences, Lausanne, Switzerland,Address correspondence to AV (e-mail: )
| |
Collapse
|
33
|
Dissecting Clinical and Metabolomics Associations of Left Atrial Phasic Function by Cardiac Magnetic Resonance Feature Tracking. Sci Rep 2018; 8:8138. [PMID: 29802321 PMCID: PMC5970174 DOI: 10.1038/s41598-018-26456-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 05/10/2018] [Indexed: 01/09/2023] Open
Abstract
Among community cohorts, associations between clinical and metabolite factors and complex left atrial (LA) phasic function assessed by cardiac magnetic resonance (CMR) feature tracking (FT) are unknown. Longitudinal LA strain comprising reservoir strain (εs), conduit strain (εe) and booster strain (εa) and their corresponding peak strain rates (SRs, SRe, SRa) were measured using CMR FT. Targeted mass spectrometry measured 83 circulating metabolites in serum. Sparse Principal Component Analysis was used for data reduction. Among community adults (n = 128, 41% female) (mean age: 70.5 ± 11.6 years), age was significantly associated with εs (β = -0.30, p < 0.0001), εe (β = -0.3, p < 0.0001), SRs (β = -0.02, p < 0.0001), SRe (β = 0.04, p < 0.0001) and SRe/SRa (β = -0.01, p = 0.012). In contrast, heart rate was significantly associated with εa (β = 0.1, p = 0.001) and SRa (β = -0.02, p < 0.0001). Serine was significantly associated with εs (β = 10.1, p = 0.015), SRs (β = 0.5, p = 0.033) and SRa (β = -0.9, p = 0.016). Citrulline was associated with εs (β = -4.0, p = 0.016), εa (β = -3.4, p = 0.002) and SRa (β = 0.4, p = 0.019). Valine was associated with ratio of SRe:SRa (β = -0.4, p = 0.039). Medium and long chain dicarboxyl carnitines were associated with εs (β = -0.6, p = 0.038). Phases of LA function were differentially associated with clinical and metabolite factors. Metabolite signals may be used to advance mechanistic understanding of LA disease in future studies.
Collapse
|
34
|
Tan HC, Yew TW, Chacko S, Tai ES, Kovalik JP, Ching J, Myo Thant S, Khoo CM. Comprehensive assessment of insulin resistance in non-obese Asian Indian and Chinese men. J Diabetes Investig 2018; 9:1296-1303. [PMID: 29582571 PMCID: PMC6215953 DOI: 10.1111/jdi.12844] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 03/08/2018] [Accepted: 03/18/2018] [Indexed: 11/26/2022] Open
Abstract
Aims/Introduction Indian individuals are more insulin resistant (IR) than Chinese individuals, even among those with a non‐obese body mass index (BMI). However, BMI often underestimates body fat in Indian individuals, and it remains unclear whether Indians would remain more IR than Chinese individuals when both BMI and body fat are equally matched. Materials and Methods Using the hyperinsulinemic‐euglycemic clamp with stable‐isotope infusion, we comprehensively assessed IR between 13 non‐obese Indian men with 13 Chinese men matched for age, BMI and body fat. We further compared the differences in insulin metabolic clearance rate (MCR) between the two groups and its relationship with various metabolic parameters. The response of lipid and amino acid metabolism to insulin stimulation was also evaluated using metabolomic profiling. Results The rates of endogenous glucose production during fasting were similar, and endogenous glucose production was completely suppressed during insulin clamp for both ethnic groups. Glucose disappearance during insulin clamp was also similar between the two groups, even after accounting for differences in insulin concentration. Metabolomic profiles of amino acids and various acylcarnitines were similar during both fasting and insulin clamp. However, plasma insulin during clamp was significantly higher in Indian men, indicating that insulin MCR was lower. Insulin MCR correlated significantly with total adiposity and skeletal muscle insulin sensitivity. Conclusion When equally matched for body fat, non‐obese Indian men had similar skeletal muscle insulin sensitivity and endogenous glucose production to Chinese men. The effects of insulin on lipid and amino acid metabolism were also similar. Low insulin MCR is associated with greater adiposity and lower skeletal muscle insulin sensitivity.
Collapse
Affiliation(s)
- Hong Chang Tan
- Department of Endocrinology, Singapore General Hospital, Singapore
| | - Tong Wei Yew
- Department of Medicine, National University Health System, Singapore
| | - Shaji Chacko
- Children's Nutrition and Research Center, Baylor College of Medicine, Houston, Texas, USA
| | - E Shyong Tai
- Department of Medicine, National University Health System, Singapore
| | - Jean-Paul Kovalik
- Cardiovascular Metabolic Program, DUKE-NUS Graduate Medical School, Singapore
| | - Jianhong Ching
- Cardiovascular Metabolic Program, DUKE-NUS Graduate Medical School, Singapore
| | - Sandi Myo Thant
- Department of Medicine, National University Health System, Singapore
| | - Chin Meng Khoo
- Department of Medicine, National University Health System, Singapore
| |
Collapse
|
35
|
Koh AS, Gao F, Liu J, Fridianto KT, Ching J, Tan RS, Wong JI, Chua SJ, Leng S, Zhong L, Keng BM, Huang FQ, Yuan JM, Koh WP, Kovalik JP. Metabolomic profile of arterial stiffness in aged adults. Diab Vasc Dis Res 2018; 15:74-80. [PMID: 28976207 DOI: 10.1177/1479164117733627] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Increasing arterial stiffness is an important contributor to declining cardiovascular health in ageing. Changes in whole-body fuel metabolism could be related to alterations in arterial stiffness in ageing adults. METHODS Targeted high-performance liquid and gas chromatography mass spectrometry were used to measure 84 circulating metabolites in a group of community elderly adults ( n = 141, 58% men; mean age = 70.6 ± 11.2 years) without cardiovascular disease. In basic and adjusted models, we correlated the measured metabolites to carotid-femoral pulse wave velocity assessed by applanation tonometry. RESULTS Age ( β = 0.10, p < 0.0001), smoking status ( β = 1.32, p = 0.02), dyslipidemia ( β = 1.22, p = 0.01), central systolic blood pressure ( β = 0.05, p < 0.0001), central mean arterial pressure ( β = 0.04, p = 0.03) and central pulse pressure ( β = 0.05, p < 0.0001) were significantly associated with pulse wave velocity. Amino acids such as histidine, methionine and valine correlated with pulse wave velocity. In multivariable models adjusted for clinical covariates, only Factor 5, comprising the medium- and long-chain dicarboxyl and hydroxyl acylcarnitines was independently associated with pulse wave velocity ( β = 0.24, p = 0.015). CONCLUSION An upstream metabolic perturbation comprising medium- and long-chain dicarboxyl and hydroxyl acylcarnitines, likely reflecting changes in cellular fatty acid oxidation, was associated with arterial stiffness among aged adults. This advances mechanistic understanding of arterial stiffness among aged adults before clinical disease.
Collapse
Affiliation(s)
- Angela S Koh
- 1 National Heart Centre Singapore, Singapore
- 2 Duke-NUS Medical School, Singapore
| | - Fei Gao
- 1 National Heart Centre Singapore, Singapore
- 2 Duke-NUS Medical School, Singapore
| | - Jin Liu
- 2 Duke-NUS Medical School, Singapore
| | | | | | - Ru San Tan
- 1 National Heart Centre Singapore, Singapore
- 2 Duke-NUS Medical School, Singapore
| | | | | | - Shuang Leng
- 1 National Heart Centre Singapore, Singapore
| | - Liang Zhong
- 1 National Heart Centre Singapore, Singapore
- 2 Duke-NUS Medical School, Singapore
| | | | - Fei Qiong Huang
- 1 National Heart Centre Singapore, Singapore
- 2 Duke-NUS Medical School, Singapore
| | - Jian-Min Yuan
- 3 Division of Cancer Control and Population Sciences, University of Pittsburgh Cancer Institute, Pittsburgh, PA, USA
- 4 Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Woon-Puay Koh
- 2 Duke-NUS Medical School, Singapore
- 5 Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Jean-Paul Kovalik
- 2 Duke-NUS Medical School, Singapore
- 6 Department of Endocrinology, Singapore General Hospital, Singapore
| |
Collapse
|
36
|
Sinclair P, Docherty N, le Roux CW. Metabolic Effects of Bariatric Surgery. Clin Chem 2018; 64:72-81. [PMID: 29162562 DOI: 10.1373/clinchem.2017.272336] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2017] [Accepted: 10/26/2017] [Indexed: 02/06/2023]
Abstract
Abstract
BACKGROUND
Obesity can be defined as a chronic subcortical brain disease, as there is an important neurophysiological component to its etiology based on changes in the functioning of those areas of the brain controlling food intake and reward. Extensive metabolic changes accompany bariatric surgery-based treatment of obesity. Consequently, the term “metabolic” surgery is being increasingly adopted in relation to the beneficial effects these procedures have on chronic diseases like type 2 diabetes.
CONTENT
In the present review, we focus on the key biochemical and physiological changes induced by metabolic surgery and highlight the beneficial effects accrued systemically with the use of an organ-based approach. Understanding the impact on and interactions between the gut, brain, adipose tissue, liver, muscle, pancreas, and kidney is key to understanding the sum of the metabolic effects of these operations.
SUMMARY
Further mechanistic studies are essential to assess the true potential of metabolic surgery to treat metabolic comorbidities of obesity beyond type 2 diabetes. Approaches that may mitigate the metabolic side effects of surgery also require attention. Understanding the positive impact of metabolic surgery on metabolic health may result in a wider acceptance of this intervention as treatment for metabolic, comorbid conditions.
Collapse
Affiliation(s)
- Piriyah Sinclair
- Diabetes Complications Research Centre, Conway Institute, University College Dublin, Ireland
| | - Neil Docherty
- Diabetes Complications Research Centre, Conway Institute, University College Dublin, Ireland
- Gastrosurgical Laboratory, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Carel W le Roux
- Diabetes Complications Research Centre, Conway Institute, University College Dublin, Ireland
- Gastrosurgical Laboratory, Sahlgrenska Academy, University of Gothenburg, Sweden
- Investigative Medicine, Imperial College London, UK
| |
Collapse
|
37
|
Hanvold SE, Vinknes KJ, Bastani NE, Turner C, Løken EB, Mala T, Refsum H, Aas AM. Plasma amino acids, adiposity, and weight change after gastric bypass surgery: are amino acids associated with weight regain? Eur J Nutr 2017; 57:2629-2637. [PMID: 28856439 DOI: 10.1007/s00394-017-1533-9] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2017] [Accepted: 08/21/2017] [Indexed: 12/26/2022]
Abstract
PURPOSE Plasma concentrations of several amino acids (AAs) are positively correlated with obesity. The aim of this study was to examine if selected plasma AAs are associated with weight regain from 2 to 4 years after Roux-en-Y gastric bypass (RYGB). METHODS In a prospective study with 165 patients, we examined the relationship between plasma aromatic AAs (AAAs), branched chain AAs (BCAAs), and total cysteine (tCys) 2 years after RYGB, with BMI at 2 years and with weight change from 2 to 4 years after surgery. Analyses were adjusted for relevant covariates. RESULT The investigated AAs at 2 years correlated positively with BMI at 2 years (P ≤ 0.003 for all). BCAAs and AAAs at 2 years correlated inversely with % weight loss from 0 to 2 years (P = 0.002 and P = 0.001, respectively), while the association was not significant for tCys (r = -0.14, P = 0.08). Plasma tCys at 2 years correlated positively with BMI at 4 years (P = 0.010) and with weight regain from 2 to 4 years (P = 0.015). CONCLUSION Plasma AAAs, BCAAs, and tCys at 2 years were associated with BMI at 2 years. In addition, plasma AAAs and BCAAs at 2 years were associated with weight loss from 0 to 2 years, while tCys at 2 years was associated with weight regain from 2 to 4 years after RYGB. These results suggest that high tCys at 2 years may be used as a prognostic marker for future weight regain. The study was registered in ClinicalTrials.gov (NCT0 1270451).
Collapse
Affiliation(s)
- Susanna E Hanvold
- Section of Nutrition and Dietetics, Division of Medicine, Department of Clinical Service, Oslo University Hospital Aker, Oslo, Norway.
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.
| | - Kathrine J Vinknes
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Nasser E Bastani
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Cheryl Turner
- Department of Pharmacology, University of Oxford, Oxford, UK
| | - Elin B Løken
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Tom Mala
- Division of Medicine, Department of Morbid Obesity and Bariatric Surgery, Oslo University Hospital Aker, Oslo, Norway
| | - Helga Refsum
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
- Department of Pharmacology, University of Oxford, Oxford, UK
| | - Anne-Marie Aas
- Section of Nutrition and Dietetics, Division of Medicine, Department of Clinical Service, Oslo University Hospital Aker, Oslo, Norway
- Faculty of Medicine, Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| |
Collapse
|
38
|
Moizé V, Pi-Sunyer X, Vidal J, Miner P, Boirie Y, Laferrère B. Effect on Nitrogen Balance, Thermogenesis, Body Composition, Satiety, and Circulating Branched Chain Amino Acid Levels up to One Year after Surgery: Protocol of a Randomized Controlled Trial on Dietary Protein During Surgical Weight Loss. JMIR Res Protoc 2016; 5:e220. [PMID: 27895003 PMCID: PMC5153533 DOI: 10.2196/resprot.6438] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2016] [Revised: 09/16/2016] [Accepted: 09/17/2016] [Indexed: 12/26/2022] Open
Abstract
Background Bariatric surgery (BS), the most effective treatment for severe obesity, typically results in 40-50 kg weight loss in the year following the surgery. Beyond its action on protein metabolism, dietary protein intake (PI) affects satiety, thermogenesis, energy efficiency, and body composition (BC). However, the required amount of PI after surgical weight loss is not known. The current daily PI recommendation for diet-induced weight loss is 0.8 g/kg ideal body weight (IBW) per day, but whether this amount is sufficient to preserve fat-free mass during active surgical weight loss is unknown. Objective To evaluate the effect of a 3-month dietary protein supplementation (PS) on nitrogen balance (NB), BC, energy expenditure, and satiety in women undergoing either gastric bypass or vertical sleeve gastrectomy. Methods In this randomized prospective study, participants will be randomized to a high protein supplementation group (1.2 g/kg IBW per day) or standard protein supplementation group (0.8 g/kg IBW per day) based on current guidelines. Outcome measures including NB, BC, circulating branched chain amino acids, and satiety, which will be assessed presurgery, and at 3-months and 12-months postsurgery. Results To date, no studies have examined the effect of dietary PS after BS. Current guidelines for PI after surgery are based on weak evidence. Conclusions The results of this study will contribute to the development of evidence-based data regarding the safe and optimal dietary PI and supplementation after BS. Trial Registration Clinicaltrials.gov NCT02269410; http://clinicaltrials.gov/ct2/show/NCT02269410 (Archived by WebCite at http://www.webcitation.org/6m2f2QLeg).
Collapse
Affiliation(s)
- Violeta Moizé
- Institut Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Xavier Pi-Sunyer
- Obesity Research Center, Department of Medicine, Columbia University, New York, NY, United States
| | - Josep Vidal
- Institut Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Patricia Miner
- Queens College, City University of New York, New York, NY, United States
| | - Yves Boirie
- Unité de Nutrition Humaine, Clermont Universite, Université d'Auvergne, Clermont-Ferrand, France
| | - Blandine Laferrère
- Obesity Research Center, Department of Medicine, Columbia University, New York, NY, United States
| |
Collapse
|
39
|
Piccolo BD, Graham JL, Stanhope KL, Fiehn O, Havel PJ, Adams SH. Plasma amino acid and metabolite signatures tracking diabetes progression in the UCD-T2DM rat model. Am J Physiol Endocrinol Metab 2016; 310:E958-69. [PMID: 27094034 PMCID: PMC4935135 DOI: 10.1152/ajpendo.00052.2016] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 04/15/2016] [Indexed: 12/16/2022]
Abstract
Elevations of plasma concentrations of branched-chain amino acids (BCAAs) are observed in human insulin resistance and type 2 diabetes mellitus (T2DM); however, there has been some controversy with respect to the passive or causative nature of the BCAA phenotype. Using untargeted metabolomics, plasma BCAA and other metabolites were assessed in lean control Sprague-Dawley rats (LC) and temporally during diabetes development in the UCD-T2DM rat model, i.e., prediabetic (PD) and 2 wk (D2W), 3 mo (D3M), and 6 mo (D6M) post-onset of diabetes. Plasma leucine, isoleucine, and valine concentrations were elevated only in D6M rats compared with D2W rats (by 28, 29, and 30%, respectively). This was in contrast to decreased plasma concentrations of several other amino acids in D3M and/or D6M relative to LC rats (Ala, Arg, Glu, Gln, Met, Ser, Thr, and Trp). BCAAs were positively correlated with fasting glucose and negatively correlated with plasma insulin, total body weight, total adipose tissue weight, and gastrocnemius muscle weight in the D3M and D6M groups. Multivariate analysis revealed that D3M and D6M UCD-T2DM rats had lower concentrations of amino acids, amino acid derivatives, 1,5-anhydroglucitol, and conduritol-β-opoxide and higher concentrations of uronic acids, pantothenic acids, aconitate, benzoic acid, lactate, and monopalmitin-2-glyceride relative to PD and D2W UCD-T2DM rats. The UCD-T2DM rat does not display elevated plasma BCAA concentrations until 6 mo post-onset of diabetes. With the acknowledgement that this is a rodent model of T2DM, the results indicate that elevated plasma BCAA concentrations are not necessary or sufficient to elicit an insulin resistance or T2DM onset.
Collapse
Affiliation(s)
- Brian D Piccolo
- Arkansas Children's Nutrition Center, Little Rock, Arkansas; Department of Pediatrics, University of Arkansas for Medical Science, Little Rock, Arkansas
| | - James L Graham
- Department of Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, California; Department of Nutrition, University of California, Davis, California
| | - Kimber L Stanhope
- Department of Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, California; Department of Nutrition, University of California, Davis, California
| | - Oliver Fiehn
- West Coast Metabolomics Center, Genome Center, University of California, Davis, California; and King Abdulaziz University, Biochemistry Department, Jeddah, Saudi Arabia
| | - Peter J Havel
- Department of Molecular Biosciences, School of Veterinary Medicine, University of California, Davis, California; Department of Nutrition, University of California, Davis, California
| | - Sean H Adams
- Arkansas Children's Nutrition Center, Little Rock, Arkansas; Department of Pediatrics, University of Arkansas for Medical Science, Little Rock, Arkansas; Department of Nutrition, University of California, Davis, California;
| |
Collapse
|