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Martins Kattah F, Janjusevic M, Figueiredo N, Santos Oliveira E, Carielo Lima G, Dâmaso AR, Oyama LM, Fluca AL, de Melo PRE, Aderuza Horst M, Aleksova A, Campos Corgosinho F. HOMA-IR as a Predictor of PAI-1 Levels in Women with Severe Obesity. Biomedicines 2024; 12:1222. [PMID: 38927429 PMCID: PMC11200361 DOI: 10.3390/biomedicines12061222] [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: 04/23/2024] [Revised: 05/24/2024] [Accepted: 05/27/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND Obesity is a chronic inflammatory disorder that increases the risk of cardiovascular diseases (CVDs). Given the high CVD mortality rate among individuals with obesity, early screening should be considered. Plasminogen activator inhibitor (PAI-1), a cytokine that links obesity and CVDs, represents a promising biomarker. However, PAI-1 is not part of the clinical routine due to its high cost. Therefore, it is necessary to find good predictors that would allow an indirect assessment of PAI-1. METHODS This study enrolled 47 women with severe obesity (SO). The obtained anthropometric measurements included weight, height, neck (NC), waist (WC), and hip circumference (HC). Blood samples were collected to analyse glucose and lipid profiles, C-reactive protein, liver markers, adiponectin, and PAI-1 (determined by ELISA immunoassay). Homeostasis model assessment-adiponectin (HOMA-AD), homeostasis model assessment of insulin resistance (HOMA-IR), quantitative insulin sensitivity check index (QUICKI), triglyceride-glucose index (TyG), and atherogenic index of plasma (AIP) were calculated. The women were grouped according to PAI-1 levels. The data were analysed using IBM SPSS Statistics, version 21. The significance level for the analysis was set at 5%. RESULTS Women with SO who have higher levels of PAI-1 have lower values of high-density lipoprotein cholesterol (HDL) (p = 0.037) and QUICKI (0.020) and higher values of HOMA-AD (0.046) and HOMA-IR (0.037). HOMA-IR was demonstrated to be a good predictor of PAI-1 in this sample (B = 0.2791; p = 0.017). CONCLUSIONS HOMA-IR could be used as a predictor of PAI-1 levels, pointing out the relevance of assessing glycaemic parameters for the prevention of CVDs in women with SO.
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Affiliation(s)
- Fabiana Martins Kattah
- Faculty of Nutrition, Federal University of Goias, Goiânia 74605-080, Brazil; (E.S.O.); (G.C.L.); (M.A.H.)
| | - Milijana Janjusevic
- Cardiothoracovascular Department, Azienda Sanitaria Universitaria Giuliano Isontina (ASUGI), Department of Medical Surgical and Health Science, University of Trieste, 34149 Trieste, Italy; (M.J.); (A.L.F.); or (A.A.)
| | - Nayra Figueiredo
- Faculty of Medicine, Federal University of Goias, Goiania 74605-080, Brazil;
| | - Emilly Santos Oliveira
- Faculty of Nutrition, Federal University of Goias, Goiânia 74605-080, Brazil; (E.S.O.); (G.C.L.); (M.A.H.)
| | - Glaucia Carielo Lima
- Faculty of Nutrition, Federal University of Goias, Goiânia 74605-080, Brazil; (E.S.O.); (G.C.L.); (M.A.H.)
| | - Ana Raimunda Dâmaso
- Paulista Medicine School, Federal University of São Paulo, São Paulo 04023-062, Brazil; (A.R.D.); (L.M.O.)
| | - Lila Missae Oyama
- Paulista Medicine School, Federal University of São Paulo, São Paulo 04023-062, Brazil; (A.R.D.); (L.M.O.)
| | - Alessandra Lucia Fluca
- Cardiothoracovascular Department, Azienda Sanitaria Universitaria Giuliano Isontina (ASUGI), Department of Medical Surgical and Health Science, University of Trieste, 34149 Trieste, Italy; (M.J.); (A.L.F.); or (A.A.)
| | | | - Maria Aderuza Horst
- Faculty of Nutrition, Federal University of Goias, Goiânia 74605-080, Brazil; (E.S.O.); (G.C.L.); (M.A.H.)
| | - Aneta Aleksova
- Cardiothoracovascular Department, Azienda Sanitaria Universitaria Giuliano Isontina (ASUGI), Department of Medical Surgical and Health Science, University of Trieste, 34149 Trieste, Italy; (M.J.); (A.L.F.); or (A.A.)
| | - Flávia Campos Corgosinho
- Faculty of Nutrition, Federal University of Goias, Goiânia 74605-080, Brazil; (E.S.O.); (G.C.L.); (M.A.H.)
- Faculty of Medicine, Federal University of Goias, Goiania 74605-080, Brazil;
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Venkatesh AG, van Oordt T, Schneider EM, Zengerle R, von Stetten F, Luong JHT, Vashist SK. A Smartphone-Based Colorimetric Reader for Human C-Reactive Protein Immunoassay. Methods Mol Biol 2017; 1571:343-356. [PMID: 28281266 DOI: 10.1007/978-1-4939-6848-0_21] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
A smartphone-based colorimetric reader (SBCR), comprising a Samsung Galaxy SIII mini, a gadget (iPAD mini, iPAD4, or iPhone 5s) and a custom-made dark hood and base holder assembly, is used for human C-reactive protein (CRP) immunoassay. A 96-well microtiter plate (MTP) is positioned on the gadget's screensaver to provide white light-based bottom illumination only in the specific regions corresponding to the well's bottom. The images captured by the smartphone's back camera are analyzed by a novel image processing algorithm. Based on one-step kinetics-based human C-reactive protein immunoassay (IA), SBCR is evaluated and compared with a commercial MTP reader (MTPR). For analysis of CRP spiked in diluted human whole blood and plasma as well as CRP in clinical plasma samples, SBCR exhibits the same precision, dynamic range, detection limit, and sensitivity as MTPR for the developed IA (DIA). Considering its compactness, low cost, advanced features and a remarkable computing power, SBCR is an ideal point-of-care (POC) colorimetric detection device for the next-generation of cost-effective POC testing (POCT).
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Affiliation(s)
- A G Venkatesh
- Department of Electrical and Computer Engineering, Jacobs School of Engineering, University of California San Diego, San Diego, CA, 92093, USA
| | - Thomas van Oordt
- Hahn-Schickard, Georges-Koehler-Allee 103, 79110, Freiburg, Germany
| | - E Marion Schneider
- Sektion Experimentelle Anaesthesiologie, University Hospital Ulm, Albert Einstein Allee 23, 89081, Ulm, Germany
| | - Roland Zengerle
- Hahn-Schickard, Georges-Koehler-Allee 103, 79110, Freiburg, Germany
- Laboratory for MEMS Applications, Department of Microsystems Engineering-IMTEK, University of Freiburg, Georges-Koehler-Allee 103, 79110, Freiburg, Germany
| | - Felix von Stetten
- Hahn-Schickard, Georges-Koehler-Allee 103, 79110, Freiburg, Germany
- Laboratory for MEMS Applications, Department of Microsystems Engineering-IMTEK, University of Freiburg, Georges-Koehler-Allee 103, 79110, Freiburg, Germany
| | - John H T Luong
- Innovative Chromatography Group, Irish Separation Science Cluster (ISSC), Department of Chemistry and Analytical, Biological Chemistry Research Facility (ABCRF), University College Cork, Cork, Ireland
| | - Sandeep Kumar Vashist
- Hahn-Schickard, Georges-Koehler-Allee 103, 79110, Freiburg, Germany.
- Laboratory for MEMS Applications, Department of Microsystems Engineering-IMTEK, University of Freiburg, Georges-Koehler-Allee 103, 79110, Freiburg, Germany.
- Immunodiagnostics Systems, Rue Ernst Solvay 101, Liege, 4000, Belgium.
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Graphene-based rapid and highly-sensitive immunoassay for C-reactive protein using a smartphone-based colorimetric reader. Biosens Bioelectron 2015; 66:169-76. [DOI: 10.1016/j.bios.2014.11.017] [Citation(s) in RCA: 64] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2014] [Revised: 11/07/2014] [Accepted: 11/12/2014] [Indexed: 01/13/2023]
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Vashist SK, Schneider EM, Luong JHT. Surface plasmon resonance-based immunoassay for human C-reactive protein. Analyst 2015; 140:4445-52. [DOI: 10.1039/c5an00690b] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
A rapid and highly-sensitive surface plasmon resonance (SPR)-based immunoassay (IA) has been developed and validated for detecting human C-reactive protein (CRP), a specific biomarker for inflammatory and metabolic disorders, and infections.
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Affiliation(s)
- S. K. Vashist
- HSG-IMIT – Institut für Mikro- und Informationstechnik
- 79110 Freiburg
- Germany
- Laboratory for MEMS Applications
- Department of Microsystems Engineering – IMTEK
| | - E. M. Schneider
- Sektion Experimentelle Anaesthesiologie
- University Hospital Ulm
- 89081 Ulm
- Germany
| | - J. H. T. Luong
- Innovative Chromatography Group
- Irish Separation Science Cluster (ISSC)
- Department of Chemistry and Analytical
- Biological Chemistry Research Facility (ABCRF)
- University College Cork
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Czilwik G, Vashist SK, Klein V, Buderer A, Roth G, von Stetten F, Zengerle R, Mark D. Magnetic chemiluminescent immunoassay for human C-reactive protein on the centrifugal microfluidics platform. RSC Adv 2015. [DOI: 10.1039/c5ra12527h] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Schematic of the LabDisk-based hCRP MCIA. The antibody-coated dynabeads are sequentially transported through the immunoassay buffers by magnetic actuation. Finally the chemiluminescence signal is acquired from a detection cavity.
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Affiliation(s)
| | - S. K. Vashist
- Hahn-Schickard
- 79110 Freiburg
- Germany
- Laboratory for MEMS Applications
- IMTEK – Department of Microsystems Engineering
| | - V. Klein
- Hahn-Schickard
- 79110 Freiburg
- Germany
| | | | - G. Roth
- BIOSS – Center for Biological Signalling Studies
- University of Freiburg
- 79110 Freiburg
- Germany
- Laboratory for Microarray Copying
| | - F. von Stetten
- Hahn-Schickard
- 79110 Freiburg
- Germany
- Laboratory for MEMS Applications
- IMTEK – Department of Microsystems Engineering
| | - R. Zengerle
- Hahn-Schickard
- 79110 Freiburg
- Germany
- Laboratory for MEMS Applications
- IMTEK – Department of Microsystems Engineering
| | - D. Mark
- Hahn-Schickard
- 79110 Freiburg
- Germany
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Vashist SK, Czilwik G, van Oordt T, von Stetten F, Zengerle R, Marion Schneider E, Luong JH. One-step kinetics-based immunoassay for the highly sensitive detection of C-reactive protein in less than 30min. Anal Biochem 2014; 456:32-7. [DOI: 10.1016/j.ab.2014.04.004] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2014] [Revised: 04/01/2014] [Accepted: 04/03/2014] [Indexed: 11/25/2022]
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Bern MM, McCarthy N. Failure to lyse venous thrombi because of elevated plasminogen activator Inhibitor 1 (PAI-1) and 4G polymorphism of its promotor genome (The PAI-1/4G Syndrome). Clin Appl Thromb Hemost 2011; 16:574-8. [PMID: 20724304 DOI: 10.1177/1076029610361334] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Plasminogen activator Inhibitor 1 (PAI-1) inhibits plasminogen activators leading to decreased fibrinolysis and increased risk of thromboembolic disease (TED). Shifts in PAI-1 promoter genome from normal 5G>5G to 4G>5G or 4G>4G alleles are associated with overexpression of PAI-1. In this study patients with residual venous thrombi were observed to have increased PAI-1 levels and more frequent shifts to 4G alleles. Of the 26, 20 (76.9%) patients with unresolved thrombus had elevated PAI-1 values. 4G genomic shifts were found in 92.9% patients studied. Normal PAI-1 levels were found in 5 patients with 4G polymorphisms. Thus, PAI-1 is often elevated among patients with residual thrombus, with an unexpectedly high prevalence of the 4G polymorphism of the promoter genome. Patients with persistent thrombus should be considered at risk of having constituently increased PAI-1 due to genomic changes in the PAI-1 promoter genome. Hypotheses are proposed to explain those with normal PAI-1, despite having 4G polymorphisms.
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Affiliation(s)
- Murray M Bern
- Department of Medicine, Division of Research, New England Baptist Hospital, Harvard Medical School, Boston, MA, USA.
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Lippi G, Favaloro EJ, Montagnana M, Franchini M. C-reactive protein and venous thromboembolism: causal or casual association? Clin Chem Lab Med 2010; 48:1693-701. [PMID: 20704541 DOI: 10.1515/cclm.2010.335] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The plasma concentration of C-reactive protein (CRP), the first acute-phase protein to be identified, increases dramatically following tissue injury or inflammation. Although the physiological role of CRP is still not fully known, it has been suggested that concentrations might increase as part of the acute-phase response for facilitating non-specific immune functions, defense against bacterial pathogens, clearance of apoptotic and necrotic cells to prevent immunization against autoantigens and acceleration of the repair process. In agreement with the evidence that inflammation plays a pivotal role in the pathogenesis of atherosclerosis, CRP concentrations have been associated with cardiovascular disease, and measurement of CRP has therefore been proposed as a valuable aid to predict and stratify the risk of myocardial infarction and stroke. Recently, some clinical and biological evidence in support of the hypothesis that CRP might be also involved in the onset of venous thrombosis have emerged. Native and monomeric CRP exert several prothrombotic activities, including activation of blood coagulation, impairment of the endogenous fibrinolytic capacity, and stimulation or enhancement of platelet adhesiveness and responsiveness. Epidemiological investigations have also shown that CRP concentrations are associated with increased risk of venous thromboembolism and, even more interestingly, that statins might be effective in reducing the risk of this pathology. Although there is increasing emphasis that CRP might not only be a marker but also an active player in the development of venous thrombosis, further evidence is needed to establish which event comes first--thrombosis or inflammation.
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Affiliation(s)
- Giuseppe Lippi
- U.O. di Diagnostica Ematochimica, Dipartimento di Patologia e Medicina di Laboratorio, Azienda Ospedaliero-Universitaria di Parma, Italy.
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