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Klimczak-Tomaniak D, de Bakker M, Bouwens E, Akkerhuis KM, Baart S, Rizopoulos D, Mouthaan H, van Ramshorst J, Germans T, Constantinescu A, Manintveld O, Umans V, Boersma E, Kardys I. Dynamic personalized risk prediction in chronic heart failure patients: a longitudinal, clinical investigation of 92 biomarkers (Bio-SHiFT study). Sci Rep 2022; 12:2795. [PMID: 35181700 PMCID: PMC8857321 DOI: 10.1038/s41598-022-06698-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 02/02/2022] [Indexed: 11/28/2022] Open
Abstract
The aim of our observational study was to derive a small set out of 92 repeatedly measured biomarkers with optimal predictive capacity for adverse clinical events in heart failure, which could be used for dynamic, individual risk assessment in clinical practice. In 250 chronic HFrEF (CHF) patients, we collected trimonthly blood samples during a median of 2.2 years. We selected 537 samples for repeated measurement of 92 biomarkers with the Cardiovascular Panel III (Olink Proteomics AB). We applied Least Absolute Shrinkage and Selection Operator (LASSO) penalization to select the optimal set of predictors of the primary endpoint (PE). The association between repeatedly measured levels of selected biomarkers and the PE was evaluated by multivariable joint models (mvJM) with stratified fivefold cross validation of the area under the curve (cvAUC). The PE occurred in 66(27%) patients. The optimal set of biomarkers selected by LASSO included 9 proteins: NT-proBNP, ST2, vWF, FABP4, IGFBP-1, PAI-1, PON-3, transferrin receptor protein-1, and chitotriosidase-1, that yielded a cvAUC of 0.88, outperforming the discriminative ability of models consisting of standard biomarkers (NT-proBNP, hs-TnT, eGFR clinically adjusted) − 0.82 and performing equally well as an extended literature-based set of acknowledged biomarkers (NT-proBNP, hs-TnT, hs-CRP, GDF-15, ST2, PAI-1, Galectin 3) − 0.88. Nine out of 92 serially measured circulating proteins provided a multivariable model for adverse clinical events in CHF patients with high discriminative ability. These proteins reflect wall stress, remodelling, endothelial dysfunction, iron deficiency, haemostasis/fibrinolysis and innate immunity activation. A panel containing these proteins could contribute to dynamic, personalized risk assessment. Clinical Trial Registration: 10/05/2013 https://clinicaltrials.gov/ct2/show/NCT01851538?term=nCT01851538&draw=2&rank=1.
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Affiliation(s)
- Dominika Klimczak-Tomaniak
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Room NA-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands.,Department of Cardiology, Hypertension and Internal Medicine, Medical University of Warsaw, Warsaw, Poland
| | - Marie de Bakker
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Room NA-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Elke Bouwens
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Room NA-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - K Martijn Akkerhuis
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Room NA-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Sara Baart
- Department of Biostatistics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Dimitris Rizopoulos
- Department of Biostatistics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | | | - Jan van Ramshorst
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Tjeerd Germans
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Alina Constantinescu
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Room NA-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Olivier Manintveld
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Room NA-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Victor Umans
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Eric Boersma
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Room NA-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Isabella Kardys
- Department of Cardiology, Erasmus MC, University Medical Center Rotterdam, Room NA-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands.
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Cystatin C and cystatin SN as possible soluble tumor markers in malignant uveal melanoma. Radiol Oncol 2021; 56:83-91. [PMID: 34957724 PMCID: PMC8884861 DOI: 10.2478/raon-2021-0049] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 10/21/2021] [Indexed: 11/22/2022] Open
Abstract
Background The aim of the study was to determine the concentration of endogenous cystatin C and cystatin SN, as potential tumor biomarkers, in the serum and biological fluids of the eye in both healthy controls and patients with uveal melanoma. Patients and methods The concentration of both cystatins was determined in the intraocular fluid (IOF), tear fluid, and serum of patients with uveal melanoma and compared to baseline measurements in IOF, tears, serum, cerebral spinal fluid, saliva and urine of healthy controls. Results The concentration of cystatin C in all the biological matrices obtained from healthy controls significantly exceeded the concentration of cystatin SN and was independent of gender. Cystatin C concentrations in the tear fluid of patients with uveal melanoma (both the eye with the malignancy, as well as the contralateral, non-affected eye), were significantly greater than cystatin C concentrations in the tear fluid of healthy controls and was independent of tumor size. The concentration of cystatin SN in IOF of patients with uveal melanoma was significantly less than the corresponding concentration of cystatin SN in healthy controls. Conclusions The ratio of cystatins (CysC:CysSN) in both the serum and tear fluid, as well as the concentration of cystatin SN in IOF, would appear to strongly suggest the presence of uveal melanoma. It is further suggested that multiple diagnostic criteria be utilized if a patient is suspected of having uveal melanoma, such as determination of the cystatin C and cystatin SN concentrations in serum, tears, and IOF, ocular fundus and ultrasound imaging, and biopsy with histopathological evaluation.
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Korolenko TA, Shintyapina AB, Pupyshev AB, Akopyan AA, Russkikh GS, Dikovskaya MA, Vavilin VA, Zavjalov EL, Tikhonova MA, Amstislavskaya TG. The regulatory role of cystatin C in autophagy and neurodegeneration. Vavilovskii Zhurnal Genet Selektsii 2019. [DOI: 10.18699/vj19.507] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Autophagy is a dynamic cellular process involved in the turnover of proteins, protein complexes, and organelles through lysosomal degradation. It is particularly important in neurons, which do not have a proliferative option for cellular repair. Autophagy has been shown to be suppressed in the striatum of a transgenic mouse model of Parkinson’s disease. Cystatin C is one of the potent regulators of autophagy. Changes in the expression and secretion of cystatin C in the brain have been shown in amyotrophic lateral sclerosis, Alzheimer’s and Parkinson’s diseases, and in some animal models of neurodegeneration, thus proving a protective function of cystatin C. It has been suggested that cystatin C plays the primary role in amyloidogenesis and shows promise as a therapeutic agent for neurodegenerative diseases (Alzheimer’s and Parkinson’s diseases). Cystatin C colocalizes with the amyloid β-protein in the brain during Alzheimer’s disease. Controlled expression of a cystatin C peptide has been proposed as a new approach to therapy for Alzheimer’s disease. In Parkinson’s disease, serum cystatin C levels can predict disease severity and cognitive dysfunction, although the exact involvement of cystatin C remains unclear. The aim: to study the role of cystatin C in neurodegeneration and evaluate the results in relation to the mechanism of autophagy. In our study on humans, a higher concentration of cystatin C was noted in cerebrospinal fluid than in serum; much lower concentrations were observed in other biological fluids (intraocular fluid, bile, and sweat). In elderly persons (61–80 years old compared to practically healthy people at 40–60 years of age), we revealed increased cystatin C levels both in serum and intraocular fluid. In an experiment on C57Bl/6J mice, cystatin C concentration was significantly higher in brain tissue than in the liver and spleen: an indication of an important function of this cysteine protease inhibitor in the brain. Using a transgenic mouse model of Parkinson’s disease (5 months old), we demonstrated a significant increase in osmotic susceptibility of brain lysosomes, depending on autophagy, while in a murine model of Alzheimer’s disease, this parameter did not differ from that in the appropriate control.
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Affiliation(s)
- T. A. Korolenko
- Scientific Research Institute of Physiology and Basic Medicine
| | - A. B. Shintyapina
- Scientific Research Institute of Molecular Biology and Biophysics, Federal Research Center for Basic and Translational Medicine
| | - A. B. Pupyshev
- Scientific Research Institute of Physiology and Basic Medicine
| | - A. A. Akopyan
- Scientific Research Institute of Physiology and Basic Medicine
| | - G. S. Russkikh
- Scientific Research Institute of Biochemistry, Federal Research Center for Basic and Translational Medicine
| | - M. A. Dikovskaya
- Scientific Research Institute of Physiology and Basic Medicine; S.N. Fedorov NMRC “MNTK “Eye Microsurgery”, Novosibirsk Branch
| | - V. A. Vavilin
- Scientific Research Institute of Molecular Biology and Biophysics, Federal Research Center for Basic and Translational Medicine; Institute of Cytology and Genetics, SB RAS
| | | | - M. A. Tikhonova
- Scientific Research Institute of Physiology and Basic Medicine; Novosibirsk State University
| | - T. G. Amstislavskaya
- Scientific Research Institute of Physiology and Basic Medicine; Novosibirsk State University
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Korolenko TA, Johnston TP, Machova E, Bgatova NP, Lykov AP, Goncharova NV, Nescakova Z, Shintyapina AB, Maiborodin IV, Karmatskikh OL. Hypolipidemic effect of mannans from C. albicans serotypes a and B in acute hyperlipidemia in mice. Int J Biol Macromol 2017; 107:2385-2394. [PMID: 29074085 DOI: 10.1016/j.ijbiomac.2017.10.111] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2017] [Revised: 10/16/2017] [Accepted: 10/17/2017] [Indexed: 12/31/2022]
Abstract
Mannans, which are biological macromolecules of polysaccharide origin and function as immunomodulators, have been shown to stimulate macrophages in vivo by interaction with the mannose receptor. Thus, they can be used to stimulate macrophages in order to effectively remove circulating atherogenic lipoproteins. Our primary aim was to evaluate the hypolipidemic potential of mannans from C. albicans serotype A (mannan A) and serotype B (mannan B) in a murine model of hyperlipidemia. Mannan A and mannan B were shown to significantly (p<0.05) stimulate both the proliferation (p <0.05) and nitric oxide production of murine peritoneal macrophages in vitro. Pre-treatment of CBA/Lac mice with mannan A prior to induction of hyperlipidemia significantly (p<0.001) reduced serum atherogenic LDL-cholesterol, total cholesterol, and triglycerides. Mannan B exhibited a similar, but more potent, hypolipidemic effect. Electron microscopic analysis of liver revealed a significant (p<0.001) decrease in the volume of lipid droplets when hyperlipidemic mice were pretreated by both mannans. In conclusion, our findings would suggest that both polysaccharide-based biological macromolecules evaluated in the present study, specifically, the natural immunomodulators (mannans A and B), appeared to function as effective lipid-lowering macromolecules, which could potentially serve as adjunct therapy to more conventional hypolipidemic medications such as a statin drug.
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Affiliation(s)
- T A Korolenko
- Scientific Research Institute of Physiology and Basic Medicine, Novosibirsk, Russia.
| | - T P Johnston
- Division of Pharmaceutical Sciences, University of Missouri-Kansas City, Kansas City, MO, United States.
| | - E Machova
- Institute of Chemistry, Center for Glycomics, Slovak Academy of Sciences, Bratislava, Slovakia.
| | - N P Bgatova
- Scientific Institute of Clinical and Experimental Lymphology-filial of the Institute of Cytology and Genetic Siberian Branch of Russian Academy of Science, Novosibirsk, Russia.
| | - A P Lykov
- Scientific Institute of Clinical and Experimental Lymphology-filial of the Institute of Cytology and Genetic Siberian Branch of Russian Academy of Science, Novosibirsk, Russia.
| | - N V Goncharova
- Scientific Research Institute of Physiology and Basic Medicine, Novosibirsk, Russia.
| | - Z Nescakova
- Institute of Chemistry, Center for Glycomics, Slovak Academy of Sciences, Bratislava, Slovakia.
| | - A B Shintyapina
- Institute of Molecular Biology and Biophysics, Novosibirsk, Russia.
| | - I V Maiborodin
- The Institute of Chemical Biology and Fundamental Medicine of the Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia.
| | - O L Karmatskikh
- Scientific Research Institute of Physiology and Basic Medicine, Novosibirsk, Russia.
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Korolenko T, Johnston TP, Lykov AP, Shintyapina AB, Khrapova MV, Goncharova NV, Korolenko E, Bgatova NP, Machova E, Nescakova Z, Sakhno LV. A comparative study of the hypolipidaemic effects of a new polysaccharide, mannan Candida albicans serotype A, and atorvastatin in mice with poloxamer 407-induced hyperlipidaemia. J Pharm Pharmacol 2016; 68:1516-1526. [DOI: 10.1111/jphp.12633] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2016] [Accepted: 08/10/2016] [Indexed: 01/15/2023]
Abstract
Abstract
Objectives
We evaluated the hypolipidaemic effect of mannan Candida albicans serotype A, relative to atorvastatin, in a mouse model of hyperlipidaemia.
Methods
Mannan serotype A was investigated in vitro and in vivo to determine its effects on macrophage proliferation, nitric oxide (NO) production by cultured macrophages, serum and liver lipids, changes in liver morphology and serum chitotriosidase activity and its expression in the liver.
Key findings
Mannan serotype A stimulates the macrophage proliferation and NO production in murine peritoneal macrophages in vitro. The activity of serum chitotriosidase (an enzyme released from the activated macrophages) was found to be significantly increased in P-407-induced hyperlipidaemic mice pretreated with low-dose mannan compared with mice administered P-407 only. Mannan treatment in mice was shown to significantly increase the chitotriosidase expression in the liver of both non-hyperlipidaemic and P-407-induced hyperlipidaemic mice. Lastly, mice pretreated with mannan before the induction of hyperlipidaemia with P-407 showed a significant reduction in the serum concentration of atherogenic LDL cholesterol, total cholesterol, triglycerides and liver triglycerides.
Conclusions
It is suggested that mannan serotype A, like β-glucan, may represent another hypolipidaemic agent, which could potentially be used as an adjunctive therapy with conventional antihyperlipidaemic drugs (statins and fibrates) in humans.
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Affiliation(s)
- Tatyana Korolenko
- Scientific Research Institute of Physiology and Basic Medicine, Novosibirsk, Russia
| | - Thomas P Johnston
- Division of Pharmaceutical Sciences, University of Missouri-Kansas City, Kansas City, MO, USA
| | - Alexander P Lykov
- Scientific Institute of Clinical and Experimental Lymphology, Novosibirsk, Russia
| | | | - Marina V Khrapova
- Scientific Research Institute of Physiology and Basic Medicine, Novosibirsk, Russia
| | - Natalya V Goncharova
- Scientific Research Institute of Physiology and Basic Medicine, Novosibirsk, Russia
| | | | - Nataliya P Bgatova
- Scientific Institute of Clinical and Experimental Lymphology, Novosibirsk, Russia
| | - Eva Machova
- Institute of Chemistry, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Zuzana Nescakova
- Institute of Chemistry, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Ludmila V Sakhno
- Scientific Institute of Fundamental and Clinical Immunology, Novosibirsk, Russia
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