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Feng X, Yang Y, Zhuang S, Fang Y, Dai Y, Fu Y, Hu Q, Yuan Q, Tang H, Tang L. Influence of Serum Albumin on HbA1c and HbA1c-Defined Glycemic Status: A Retrospective Study. Front Med (Lausanne) 2021; 8:583093. [PMID: 34055818 PMCID: PMC8149759 DOI: 10.3389/fmed.2021.583093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Accepted: 03/25/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Glycated hemoglobin (HbA1c) is commonly used in the diagnosis and evaluation of glycemic control in diabetes, and it may be influenced by several non-glycemic and glycemic factors, including albumin. This retrospective study investigated the influence of albumin on HbA1c and HbA1c-defined glycemic status. Methods: The demographic, hematological, and biochemical data were collected for 11,922 patients undergoing routine physical examination. Univariate and multivariate linear regression analyses, stratified analyses and interaction analyses, and multiple logistic regression were conducted to identify the association between albumin and HbA1c in people with different glycemic status. Results: HbA1c levels were inversely associated with serum albumin level (P < 0.0001) in all participants. Risk factors leading to the association included age > 45 years, high fasting plasma glucose (≥7.0 mmol/L), and anemia. The negative association between HbA1c and albumin was curved (P < 0.0001) and had a threshold effect in the HbA1c-defined diabetic population; the association was significantly stronger when the albumin level fell below 41.4 g/L (β: -0.31, 95% CI: -0.45 to -0.17, P < 0.0001). A 2 g/L increase in albumin reduced the odds of HbA1c-defined dysglycemia, diabetes, and poor glycemia control by 12% to 36%, after adjustment for all possible confounders. Conclusions: HbA1c was inversely associated with albumin level in all participants, and the association was significantly stronger in people with diabetes (defined by HbA1c criteria). For diabetic patients with lower albumin level, there was an increased risk of an erroneous HbA1c-based identification and management of glycemic status.
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Affiliation(s)
- Xiaojing Feng
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yanyi Yang
- Health Management Center of the Second Xiangya Hospital, Central South University, Changsha, China
| | - Siqi Zhuang
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yiyuan Fang
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yufeng Dai
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yaoyang Fu
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Qian Hu
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Qianqin Yuan
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Haoneng Tang
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Lingli Tang
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
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Jagadeeshaprasad M, Venkatasubramani V, Unnikrishnan AG, Kulkarni MJ. Albumin Abundance and Its Glycation Status Determine Hemoglobin Glycation. ACS OMEGA 2018; 3:12999-13008. [PMID: 30411025 PMCID: PMC6217588 DOI: 10.1021/acsomega.8b01702] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Accepted: 09/24/2018] [Indexed: 05/17/2023]
Abstract
Diabetes diagnosis and management majorly depend upon the measurement of glycated hemoglobin (HbA1c) levels. Various factors influence HbA1c levels such as the use of various analytical methods and the presence of various clinical conditions. Plasma albumin levels were known to be negatively associated with HbA1c. However, the precise mechanism by which they affect HbA1c is not well understood. Therefore, we have studied the influence of albumin levels and its glycation status on hemoglobin glycation using erythrocyte culture experiments. Erythrocytes maintained at low albumin concentration exhibited relatively increased albumin and hemoglobin glycation as compared to that in those maintained at higher albumin concentration. Increase in albumin glycation may decrease its ability to protect hemoglobin glycation. This was demonstrated by treatment of erythrocytes with N(ε)-(carboxymethyl)lysine-modified serum albumin (CMSA), which failed to protect hemoglobin glycation; instead, it increased hemoglobin glycation. The inability of CMSA to reduce hemoglobin glycation was due to the lack of free lysine residues of albumin, which was corroborated by using N(ε)-(acetyl)lysine serum albumin (AcSA) and clinical diabetic plasma. This is the first study which demonstrates that the modification of lysine residues of albumin impairs its ability to inhibit hemoglobin glycation. Furthermore, correlation studies between HbA1c and albumin levels or relative albumin fructosamine from clinical subjects supported our experimental finding that albumin abundance and its glycation status influence hemoglobin glycation. Therefore, we propose albumin level and its glycation status to be quantified in conjunction with HbA1c for better management of diabetes.
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Affiliation(s)
| | - Vinashya Venkatasubramani
- Proteomics
Facility, Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Pune 411008, India
| | - Ambika G. Unnikrishnan
- Department
of Diabetes and Endocrine Research, Chellaram
Diabetes Institute, Pune 411021, Maharashtra, India
| | - Mahesh J. Kulkarni
- Proteomics
Facility, Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Pune 411008, India
- E-mail: . Tel: +91 20 25902541. Fax: +91 20 25902648
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Soboleva A, Schmidt R, Vikhnina M, Grishina T, Frolov A. Maillard Proteomics: Opening New Pages. Int J Mol Sci 2017; 18:E2677. [PMID: 29231845 PMCID: PMC5751279 DOI: 10.3390/ijms18122677] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Revised: 11/29/2017] [Accepted: 12/05/2017] [Indexed: 12/12/2022] Open
Abstract
Protein glycation is a ubiquitous non-enzymatic post-translational modification, formed by reaction of protein amino and guanidino groups with carbonyl compounds, presumably reducing sugars and α-dicarbonyls. Resulting advanced glycation end products (AGEs) represent a highly heterogeneous group of compounds, deleterious in mammals due to their pro-inflammatory effect, and impact in pathogenesis of diabetes mellitus, Alzheimer's disease and ageing. The body of information on the mechanisms and pathways of AGE formation, acquired during the last decades, clearly indicates a certain site-specificity of glycation. It makes characterization of individual glycation sites a critical pre-requisite for understanding in vivo mechanisms of AGE formation and developing adequate nutritional and therapeutic approaches to reduce it in humans. In this context, proteomics is the methodology of choice to address site-specific molecular changes related to protein glycation. Therefore, here we summarize the methods of Maillard proteomics, specifically focusing on the techniques providing comprehensive structural and quantitative characterization of glycated proteome. Further, we address the novel break-through areas, recently established in the field of Maillard research, i.e., in vitro models based on synthetic peptides, site-based diagnostics of metabolism-related diseases (e.g., diabetes mellitus), proteomics of anti-glycative defense, and dynamics of plant glycated proteome during ageing and response to environmental stress.
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Affiliation(s)
- Alena Soboleva
- Department of Biochemistry, St. Petersburg State University, Saint Petersburg 199034, Russia.
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, 06120 Halle, Germany.
| | - Rico Schmidt
- Department of Pharmaceutical Chemistry and Bioanalytics, Institute of Pharmacy, Martin-Luther Universität Halle-Wittenberg, 06108 Halle, Germany.
| | - Maria Vikhnina
- Department of Biochemistry, St. Petersburg State University, Saint Petersburg 199034, Russia.
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, 06120 Halle, Germany.
| | - Tatiana Grishina
- Department of Biochemistry, St. Petersburg State University, Saint Petersburg 199034, Russia.
| | - Andrej Frolov
- Department of Biochemistry, St. Petersburg State University, Saint Petersburg 199034, Russia.
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, 06120 Halle, Germany.
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Gligorijević N, Penezić A, Nedić O. Influence of glyco-oxidation on complexes between fibrin(ogen) and insulin-like growth factor-binding protein-1 in patients with diabetes mellitus type 2. Free Radic Res 2017; 51:64-72. [PMID: 27919172 DOI: 10.1080/10715762.2016.1268689] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Fibrinogen and insulin-like growth factor-binding protein-1 (IGFBP-1) are tightly connected to metabolic changes and complications in patients with diabetes mellitus (DM), and since they mutually interact to form complexes in plasma, we investigated whether and to what extent IGFBP-1/fibrinogen complexes change due to glyco-oxidative processes in DM and whether they participate in fibrin clot formation. These complexes were determined by immunoblotting in plasma samples from healthy adults and patients with DM type 2 (DM2). The influence of glyco-oxidation in vitro on the complexes was also investigated. Amounts of IGFBP-1/fibrinogen complexes in plasma from patients with DM2 were slightly but not significantly lower than in healthy persons. Such complexes in patients' samples participated in fibrin clot formation to a significantly decreased extent. In vitro experiments with glucose or methylglyoxal (MGO) as reactive agents demonstrated that the complexes underwent glyco-oxidative modification leading to reduced formation and/or stability. Extensively oxidized fibrinogen almost completely lost its ability to bind IGFBP-1. The reduced affinity of fibrinogen for IGFBP-1 accompanying diabetes may potentially shift the equilibrium to liberate more IGFBP-1 (and possibly insulin-like growth factor (IGF)-I) able to activate platelets during coagulation, so contributing to the hypercoagulation state together with other factors. This hypothesis, however, needs further examination.
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Affiliation(s)
- Nikola Gligorijević
- a Department for Metabolism , Institute for the Application of Nuclear Energy (INEP), University of Belgrade , Belgrade, Serbia
| | - Ana Penezić
- a Department for Metabolism , Institute for the Application of Nuclear Energy (INEP), University of Belgrade , Belgrade, Serbia
| | - Olgica Nedić
- a Department for Metabolism , Institute for the Application of Nuclear Energy (INEP), University of Belgrade , Belgrade, Serbia
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Kijewska M, Radziszewska K, Kielmas M, Stefanowicz P, Szewczuk Z. Nonenzymatic modification of Ubiquitin under high-pressure and -temperature treatment: mass spectrometric studies. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2015; 63:614-619. [PMID: 25521393 DOI: 10.1021/jf505628e] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The effect of high-pressure and/or high-temperature on the glycation of a model protein (ubiquitin) was investigated by mass spectrometry. This paper reports the impact of high pressure (up to 1200 MPa) on the modification of a ubiquitin using ESI-MS measurements. The application of glucose labeled with stable isotope allows a quantitative assessment of modification under the conditions of high-pressure (HPG) and high-temperature (HTG) glycation. A higher degree of modification was observed for the sample heated at 80 °C for 25 min under atmospheric pressure than for sample treated under high pressure. In samples treated at pressure below 400 MPa an insignificant increase of glycation level was observed, whereas high pressure (>600 MPa) has only a minor effect on the number of hexose moieties (Fru) attached to the lysine residue side chain.
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Affiliation(s)
- Monika Kijewska
- Faculty of Chemistry, University of Wrocław , Wrocław, Poland
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Tiwari S, Bothale M, Hasan I, Kulkarni MJ, Sayyad MG, Basu R, Basu A, Unnikrishnan AG. Association between serum albumin and glycated hemoglobin in Asian Indian subjects. Indian J Endocrinol Metab 2015; 19:52-55. [PMID: 25593826 PMCID: PMC4287780 DOI: 10.4103/2230-8210.144631] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Protein glycation plays a significant role in diabetic complications. Glycated hemoglobin (HbA1c) is a known predictor of diabetes and its complications. Albumin, found to be profoundly glycated in diabetes, and its level could regulate plasma protein as well as hemoglobin glycation. AIM We aimed to evaluate the association between variations in albumin level with HbA1c in the Asian Indian population. MATERIALS AND METHODS We screened data of 929 subjects who have had a simultaneous measurement of fasting plasma glucose (FPG), HbA1c and albumin levels via the same blood collection. Data were analyzed by SPSS for 610 subjects who met the study criteria. RESULTS There was a significant negative correlation between HbA1c and albumin concentration (r = -0.284; P < 0.001). Univariate analysis showed the statistically significant decrease of average HbA1c but not for fasting plasma glucose (FPG) across increasing tertiles of albumin. Stepwise multiple regression model showed a significant correlation between HbA1c and serum albumin (P < 0.05), FPG (P < 0.001), hemoglobin (Hb) (P < 0.001) and serum globulin (P < 0.05). FPG was the strongest predictor (63.4%) of variation of HbA1c. The albumin concentration (r = -0.114) accounted for 0.3% (P < 0.05) of the total variance in HbA1c independent of age, body mass index, FPG, Hb, creatinine, total protein and globulin. It was also observed that HbA1c decreases with increasing albumin concentration in those having FPG between 100 to <126 mg/dl. CONCLUSION Serum albumin negatively correlates with HbA1c in Asian Indians independent of other variables. This study suggests that predicting diabetes and its complication based on the HbA1c needs to be further investigated in Indian subjects.
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Affiliation(s)
- Shalbha Tiwari
- Department of Diabetes and Endocrine Research, Chellaram Diabetes Institute, Pune, Maharashtra, India
| | - Manish Bothale
- Department of Clinical Diabetology and Endocrinology, Chellaram Diabetes Institute, Pune, Maharashtra, India
| | - Imtiaz Hasan
- Department of Pathology, Chellaram Diabetes Institute, Pune, Maharashtra, India
| | - Mahesh J. Kulkarni
- Division of Biochemical Sciences, CSIR-National Chemical Laboratory, Pune, Maharashtra, India
| | - Mehmood G. Sayyad
- Consultant Bio-statistician, Chellaram Diabetes Institute, Pune, Maharashtra, India
| | - Rita Basu
- Division of Endocrinology and Metabolism, Endocrine Research Unit, Mayo Clinic, Rochester, Minnesota, USA
| | - Ananda Basu
- Division of Endocrinology and Metabolism, Endocrine Research Unit, Mayo Clinic, Rochester, Minnesota, USA
| | - Ambika Gopalakrishnan Unnikrishnan
- Department of Diabetes and Endocrine Research, Chellaram Diabetes Institute, Pune, Maharashtra, India
- Department of Clinical Diabetology and Endocrinology, Chellaram Diabetes Institute, Pune, Maharashtra, India
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Modzel M, Płóciennik H, Kluczyk A, Stefanowicz P, Szewczuk Z. Microwave-assisted18O labeling of Fmoc-protected amino acids. J Pept Sci 2014; 20:896-900. [DOI: 10.1002/psc.2682] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Revised: 07/08/2014] [Accepted: 07/11/2014] [Indexed: 12/12/2022]
Affiliation(s)
- Maciej Modzel
- Faculty of Chemistry; University of Wrocław; F. Joliot-Curie 14 50-383 Wrocław Poland
| | - Halina Płóciennik
- Faculty of Chemistry; University of Wrocław; F. Joliot-Curie 14 50-383 Wrocław Poland
| | - Alicja Kluczyk
- Faculty of Chemistry; University of Wrocław; F. Joliot-Curie 14 50-383 Wrocław Poland
| | - Piotr Stefanowicz
- Faculty of Chemistry; University of Wrocław; F. Joliot-Curie 14 50-383 Wrocław Poland
| | - Zbigniew Szewczuk
- Faculty of Chemistry; University of Wrocław; F. Joliot-Curie 14 50-383 Wrocław Poland
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