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Ning Z, Jiang X, Huang H, Ma H, Luo J, Yang X, Zhang B, Liu Y. Machine learning integration of multimodal data identifies key features of circulating NT-proBNP in people without cardiovascular diseases. Sci Rep 2025; 15:12015. [PMID: 40199949 PMCID: PMC11978906 DOI: 10.1038/s41598-025-96689-x] [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: 10/04/2024] [Accepted: 03/31/2025] [Indexed: 04/10/2025] Open
Abstract
N-Terminal Pro-Brain Natriuretic Peptide (NT-proBNP) is important for diagnosing and predicting heart failure or many other diseases. However, few studies have comprehensively assessed the factors correlated with NT-proBNP levels in people with cardiovascular health. We used data from the 1999-2004 National Health and Nutrition Examination Survey (NHANES). Machine learning was employed to assess 66 factors that associated with NT-proBNP levels, including demographic, anthropometric, lifestyle, biochemical, blood, metabolic, and disease characteristics. The predictive power of the model was assessed using five-fold cross-validation. The optimal features predicting NT-proBNP levels were identified using univariate and step-forward multivariate models. Weighted least squares regression (WLS) was applied for supplementary analysis. Finally, the relationship between the corresponding features and NT-proBNP was validated using weighted and adjusted generalized additive models (GAM). We included 12, 526 participants without cardiovascular diseases. In the univariate model, age exhibited the highest association with NT-proBNP levels (the coefficient of determination (R2) = 36.91%). The multivariate models revealed that age, gender, red blood cell count, race/ethnicity, systolic blood pressure, and total protein level were the top six predictors of NT-proBNP. GAM demonstrated a noteworthy non-linear association between NT-proBNP and age, red blood cell count, systolic blood pressure, and total protein. Our study contributes to explaining the biological mechanisms of NT-proBNP and will facilitate the design of relevant cohort studies. We underscore the significance of assessing various population subgroups when employing NT-proBNP as a biomarker, and the need for developing innovative clinical algorithms to establish personalized levels.
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Affiliation(s)
- Zhiyuan Ning
- Department of Neurology, The Fifth School of Clinical Medicine of Zhejiang, Huzhou Central Hospital, Chinese Medical University, 1558 Third Ring North Road, Huzhou, 313000, Zhejiang, China
| | - Xuanfei Jiang
- Department of Neurology, The Fifth School of Clinical Medicine of Zhejiang, Huzhou Central Hospital, Chinese Medical University, 1558 Third Ring North Road, Huzhou, 313000, Zhejiang, China
| | - Huan Huang
- Department of Neurology, The Fifth School of Clinical Medicine of Zhejiang, Huzhou Central Hospital, Chinese Medical University, 1558 Third Ring North Road, Huzhou, 313000, Zhejiang, China
| | - Honggang Ma
- Department of Neurology, The Fifth School of Clinical Medicine of Zhejiang, Huzhou Central Hospital, Chinese Medical University, 1558 Third Ring North Road, Huzhou, 313000, Zhejiang, China
| | - Ji Luo
- Department of Neurology, The Fifth School of Clinical Medicine of Zhejiang, Huzhou Central Hospital, Chinese Medical University, 1558 Third Ring North Road, Huzhou, 313000, Zhejiang, China
| | - Xiangyan Yang
- Department of Neurology, The Fifth School of Clinical Medicine of Zhejiang, Huzhou Central Hospital, Chinese Medical University, 1558 Third Ring North Road, Huzhou, 313000, Zhejiang, China
| | - Bing Zhang
- Department of Neurology, The Fifth School of Clinical Medicine of Zhejiang, Huzhou Central Hospital, Chinese Medical University, 1558 Third Ring North Road, Huzhou, 313000, Zhejiang, China.
| | - Ying Liu
- Department of Neurology, The Fifth School of Clinical Medicine of Zhejiang, Huzhou Central Hospital, Chinese Medical University, 1558 Third Ring North Road, Huzhou, 313000, Zhejiang, China.
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Chong A, Joshua J, Raheb S, Pires A, Colpitts M, Caswell JL, Fonfara S. Evaluation of potential novel biomarkers for feline hypertrophic cardiomyopathy. Res Vet Sci 2024; 180:105430. [PMID: 39395261 DOI: 10.1016/j.rvsc.2024.105430] [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: 06/03/2024] [Revised: 10/01/2024] [Accepted: 10/03/2024] [Indexed: 10/14/2024]
Abstract
Hypertrophic cardiomyopathy (HCM) is the most common cardiomyopathy in cats. The diagnosis can be difficult, requiring advanced echocardiographic skills. Additionally, circulating biomarkers (N-terminal pro-B type natriuretic peptide and cardiac troponin I) have several limitations when used for HCM screening. In previous work, we identified interleukin 18 (IL-18), insulin-like growth factor binding protein 2 (IGFBP-2), brain-type glycogen phosphorylase B (PYGB), and WNT Family Member 5 A (WNT5A) as myocardial genes that show significant differential expression between cats with HCM and healthy cats. The products of these genes are released into the circulation, and we hypothesized that IL-18, IGFBP-2, PYGB, and WNT5A serum RNA and protein concentrations differ between healthy cats, cats with subclinical HCM, and those with HCM and congestive heart failure (HCM + CHF). Reverse transcriptase quantitative polymerase chain reaction (RTqPCR) and enzyme-linked immunosorbent assay (ELISA) were applied to evaluate gene and protein expression, respectively, in the serum of eight healthy controls, eight cats with subclinical HCM, and six cats with HCM + CHF. Serum IGFBP-2 RNA concentrations were significantly different among groups and were highest in cats with subclinical HCM. Compared to healthy controls, serum IL-18 and WNT5A gene expression were significantly higher in cats with HCM + CHF, and WNT5A was higher in cats with subclinical HCM. No differences were observed for PYGB. These results indicate that further investigation via large scale clinical studies for IGFBP-2, WNT5A, and IL-18 may be valuable in diagnosing and staging feline HCM.
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Affiliation(s)
- Andrew Chong
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, 28 College Ave W, Guelph, Ontario N1G 2W1, Canada
| | - Jessica Joshua
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, 28 College Ave W, Guelph, Ontario N1G 2W1, Canada; Department of Pathobiology, Ontario Veterinary College, University of Guelph, 50 Stone Road E., Guelph, ON N1G 2W1, Canada
| | - Shari Raheb
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, 28 College Ave W, Guelph, Ontario N1G 2W1, Canada
| | - Ananda Pires
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, 28 College Ave W, Guelph, Ontario N1G 2W1, Canada
| | - Michelle Colpitts
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, 28 College Ave W, Guelph, Ontario N1G 2W1, Canada
| | - Jeff L Caswell
- Department of Pathobiology, Ontario Veterinary College, University of Guelph, 50 Stone Road E., Guelph, ON N1G 2W1, Canada
| | - Sonja Fonfara
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, 28 College Ave W, Guelph, Ontario N1G 2W1, Canada.
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Karra DA, Chadwick CC, Stavroulaki EM, Pitropaki MN, Flouraki E, Allenspach K, Lidbury JA, Steiner JM, Xenoulis PG. Fecal acute phase proteins in cats with chronic enteropathies. J Vet Intern Med 2023; 37:1750-1759. [PMID: 37401847 PMCID: PMC10473003 DOI: 10.1111/jvim.16802] [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: 12/05/2022] [Accepted: 06/21/2023] [Indexed: 07/05/2023] Open
Abstract
BACKGROUND Chronic enteropathies (CE) are common in cats and reliable biomarkers that can distinguish different causes and predict or monitor response to treatment are currently lacking. HYPOTHESIS To evaluate certain acute phase proteins in feces that could potentially be used as biomarkers in cats with CE. ANIMALS Twenty-eight cats with either inflammatory bowel disease (IBD; n = 13), food-responsive enteropathy (FRE; n = 3) or small cell gastrointestinal lymphoma (SCGL; n = 12) and 29 healthy control cats were prospectively enrolled. METHODS Fecal concentrations of haptoglobin, alpha-1-acid-glycoprotein (AGP), pancreatitis-associated protein-1 (PAP-1), ceruloplasmin, and C-reactive protein (CRP) were measured using Spatial Proximity Analyte Reagent Capture Luminescence (SPARCL) immunoassays before and after initiation of treatment. Cats were treated with diet and/or prednisolone (IBD cats), plus chlorambucil (SCGL cats). RESULTS Compared with controls, median fecal AGP concentrations were significantly lower (25.1 vs 1.8 μg/g; P = .003) and median fecal haptoglobin (0.17 vs 0.5 μg/g), PAP-1 (0.04 vs 0.4 μg/g) and ceruloplasmin (0.15 vs 4.2 μg/g) concentrations were significantly higher (P < .001) in cats with CE. Median fecal AGP concentrations were significantly lower (P = .01) in cats with IBD and FRE (0.6 μg/g) compared with cats with SCGL (10.75 μg/g). A significant reduction was found in CE cats after treatment for median fecal ceruloplasmin concentrations (6.36 vs 1.16 μg/g; P = .04). CONCLUSIONS Fecal AGP concentration shows promise to differentiate cats with SCGL from cats with IBD and FRE. Fecal ceruloplasmin concentrations may be useful to objectively monitor response to treatment in cats with CE.
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Affiliation(s)
| | | | | | | | | | - Karin Allenspach
- Iowa State UniversityCollege of Veterinary Medicine, Veterinary Clinical SciencesAmesIowaUSA
| | - Jonathan A. Lidbury
- Texas A&M University – Gastrointestinal LaboratoryCollege of Veterinary Medicine & Biomedical SciencesCollege StationTexasUSA
| | - Joerg M. Steiner
- Texas A&M UniversityGastrointestinal LaboratoryCollege StationTexasUSA
| | - Panagiotis G. Xenoulis
- University of ThessalySmall Animal ClinicKarditsaGreece
- Texas A&M UniversityGastrointestinal LaboratoryCollege StationTexasUSA
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Rossi G. Acute phase proteins in cats: Diagnostic and prognostic role, future directions, and analytical challenges. Vet Clin Pathol 2023; 52 Suppl 1:37-49. [PMID: 36740231 DOI: 10.1111/vcp.13238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 01/05/2023] [Accepted: 01/09/2023] [Indexed: 02/07/2023]
Abstract
While clinical studies on acute phase proteins (APPs) have significantly increased in the last decade, and most commercial labs are now offering major APPs in their biochemical profiles, APP testing has not been widely adopted by veterinary clinical pathologists and veterinarians. Measurement of APP concentration is a useful marker for detecting the presence or absence of inflammation in cats with various diseases. APPs can also be reliably measured in different biological fluids (eg, effusions and urine) to improve their diagnostic utility. Measurement of APPs can be extremely beneficial in cats with feline infectious peritonitis (FIP) to discriminate between FIP and non-FIP cats with similar clinical presentations. Additional benefits come from multiple and sequential measurements of APPs, particularly in the assessment of therapeutic efficacy. APPs are more sensitive than WBC counts for early detection of inflammation and to demonstrate an early remission or recurrence of the diseases. Given the potential utility of APPs, more studies are warranted, with a particular focus on the applications of APPs to guide the length of antimicrobial therapies, as suggested by the antimicrobial stewardship policy. New inflammatory markers have been discovered in human medicine, with a higher specificity for distinguishing between septic versus nonseptic inflammatory diseases. It is desirable that these new markers be investigated in veterinary medicine, to further test the power of APPs in diagnostic setting.
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Affiliation(s)
- Gabriele Rossi
- School of Veterinary Medicine, College of Science, Health, Engineering and Education, Murdoch University, Perth, Western Australia, Australia.,Centre for Animal Production and Health, Murdoch University, Murdoch, Western Australia, Australia
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Busato F, Drigo M, Zoia A. Reduced risk of arterial thromboembolism in cats with pleural effusion due to congestive heart failure. J Feline Med Surg 2022; 24:e142-e152. [PMID: 35549930 PMCID: PMC10812273 DOI: 10.1177/1098612x221094663] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/28/2022] [Indexed: 12/29/2022]
Abstract
OBJECTIVES The aim of the study was to determine whether cardiogenic pleural effusion in cats is associated with a lower risk of arterial thromboembolism (ATE) compared with cats with cardiac disease without evidence of pleural effusion. METHODS A cross-sectional study was conducted on owned cats with natural occurring cardiac diseases. Cats included were classified in three groups: those with cardiac disease but no evidence of congestive heart failure (CHF); those with evidence of cardiogenic pulmonary oedema; and those with evidence of cardiogenic pleural effusion. Prevalence of ATE was calculated and the variables analysed for an association with this outcome were the presence and type of CHF, sex and neuter status, age, breed, type of cardiac diseases and left atrial (LA) dimension. A multivariable logistic regression model was used to fit the association between ATE and these variables. RESULTS A total of 366 cats with cardiac disease met the inclusion criteria: 179 were included in the group with cardiac disease but no evidence of CHF, 66 in the group with evidence of cardiogenic pulmonary oedema and 121 in the group with evidence of cardiogenic pleural effusion. Prevalence of ATE (58/366 [15.8%]) was significantly different among groups (with no evidence of CHF, 28/179 [15.6%]; with evidence of cardiogenic pulmonary oedema, 22/66 [33.3%]; with evidence of cardiogenic pleural effusion, 8/121 [6.6%]; P <0.001). Cats with ATE had a significantly higher LA to aortic root ratio (2.30 ± 0.46) than those without ATE (2.04 ± 0.46; P <0.001). Multivariable logistic regression analysis indicated that the group with evidence of cardiogenic pleural effusion was associated with a lower risk of developing ATE compared with groups with cardiac disease but no evidence of CHF and with evidence of cardiogenic pulmonary oedema (P = 0.005 and P <0.001, respectively). CONCLUSIONS AND RELEVANCE Presence of cardiogenic pleural effusion is associated with a lower risk of developing ATE, while LA enlargement is a risk factor for ATE.
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Affiliation(s)
- Francesca Busato
- Division of Internal Medicine, San Marco Veterinary Clinic, Veggiano (PD), Italy
| | - Michele Drigo
- Department of Medicina Animale, Produzione e Salute, Padua University, Legnaro (PD), Italy
| | - Andrea Zoia
- Division of Internal Medicine, San Marco Veterinary Clinic, Veggiano (PD), Italy
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Zou Y, Xu Y, Chen X, Wu Y, Fu L, Lv Y. Research Progress on Leucine-Rich Alpha-2 Glycoprotein 1: A Review. Front Pharmacol 2022; 12:809225. [PMID: 35095520 PMCID: PMC8797156 DOI: 10.3389/fphar.2021.809225] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 12/13/2021] [Indexed: 12/18/2022] Open
Abstract
Leucine-rich alpha⁃2 glycoprotein 1 (LRG1) is an important member of the leucine-rich repetitive sequence protein family. LRG1 was mainly involved in normal physiological activities of the nervous system, such as synapse formation, synapse growth, the development of nerve processes, neurotransmitter transfer and release, and cell adhesion molecules or ligand-binding proteins. Also, LRG1 affected the development of respiratory diseases, hematological diseases, endocrine diseases, tumor diseases, eye diseases, cardiovascular diseases, rheumatic immune diseases, infectious diseases, etc. LRG1 was a newly discovered important upstream signaling molecule of transforming growth factor⁃β (TGF⁃β) that affected various pathological processes through the TGF⁃β signaling pathway. However, research on LRG1 and its involvement in the occurrence and development of diseases was still in its infancy and the current studies were mainly focused on proteomic detection and basic animal experimental reports. We could reasonably predict that LRG1 might act as a new direction and strategy for the treatment of many diseases.
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Affiliation(s)
- Yonghui Zou
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China.,School of Clinical Medicine, Nanchang University, Nanchang, China
| | - Yi Xu
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China.,School of Clinical Medicine, Nanchang University, Nanchang, China
| | - Xiaofeng Chen
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China.,School of Clinical Medicine, Nanchang University, Nanchang, China
| | - Yaoqi Wu
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China.,College of Pharmacy, Nanchang University, Nanchang, China
| | - Longsheng Fu
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yanni Lv
- Department of Pharmacy, The First Affiliated Hospital of Nanchang University, Nanchang, China
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7
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Camilli C, Hoeh AE, De Rossi G, Moss SE, Greenwood J. LRG1: an emerging player in disease pathogenesis. J Biomed Sci 2022; 29:6. [PMID: 35062948 PMCID: PMC8781713 DOI: 10.1186/s12929-022-00790-6] [Citation(s) in RCA: 62] [Impact Index Per Article: 20.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Accepted: 01/11/2022] [Indexed: 12/15/2022] Open
Abstract
The secreted glycoprotein leucine-rich α-2 glycoprotein 1 (LRG1) was first described as a key player in pathogenic ocular neovascularization almost a decade ago. Since then, an increasing number of publications have reported the involvement of LRG1 in multiple human conditions including cancer, diabetes, cardiovascular disease, neurological disease, and inflammatory disorders. The purpose of this review is to provide, for the first time, a comprehensive overview of the LRG1 literature considering its role in health and disease. Although LRG1 is constitutively expressed by hepatocytes and neutrophils, Lrg1-/- mice show no overt phenotypic abnormality suggesting that LRG1 is essentially redundant in development and homeostasis. However, emerging data are challenging this view by suggesting a novel role for LRG1 in innate immunity and preservation of tissue integrity. While our understanding of beneficial LRG1 functions in physiology remains limited, a consistent body of evidence shows that, in response to various inflammatory stimuli, LRG1 expression is induced and directly contributes to disease pathogenesis. Its potential role as a biomarker for the diagnosis, prognosis and monitoring of multiple conditions is widely discussed while dissecting the mechanisms underlying LRG1 pathogenic functions. Emphasis is given to the role that LRG1 plays as a vasculopathic factor where it disrupts the cellular interactions normally required for the formation and maintenance of mature vessels, thereby indirectly contributing to the establishment of a highly hypoxic and immunosuppressive microenvironment. In addition, LRG1 has also been reported to affect other cell types (including epithelial, immune, mesenchymal and cancer cells) mostly by modulating the TGFβ signalling pathway in a context-dependent manner. Crucially, animal studies have shown that LRG1 inhibition, through gene deletion or a function-blocking antibody, is sufficient to attenuate disease progression. In view of this, and taking into consideration its role as an upstream modifier of TGFβ signalling, LRG1 is suggested as a potentially important therapeutic target. While further investigations are needed to fill gaps in our current understanding of LRG1 function, the studies reviewed here confirm LRG1 as a pleiotropic and pathogenic signalling molecule providing a strong rationale for its use in the clinic as a biomarker and therapeutic target.
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Affiliation(s)
- Carlotta Camilli
- Institute of Ophthalmology, University College London, London, UK.
| | - Alexandra E Hoeh
- Institute of Ophthalmology, University College London, London, UK
| | - Giulia De Rossi
- Institute of Ophthalmology, University College London, London, UK
| | - Stephen E Moss
- Institute of Ophthalmology, University College London, London, UK
| | - John Greenwood
- Institute of Ophthalmology, University College London, London, UK
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Abstract
PRACTICAL RELEVANCE The feline cardiomyopathies are the most prevalent type of heart disease in adult domestic cats. Several forms have been identified (see Parts 2 and 3), with hypertrophic cardiomyopathy (HCM) being the most common. Clinically the cardiomyopathies are often indistinguishable. Cats with subclinical cardiomyopathy may or may not have characteristic physical examination findings (eg, heart murmur, gallop sound), or radiographic cardiomegaly. Cats with severe disease may develop signs of heart failure (eg, dyspnea, tachypnea) or systemic arterial thromboembolism (ATE; eg, pain and paralysis). Sudden death is possible. Treatment usually does not alter the progression from subclinical to clinical disease and often the treatment approach, once clinical signs are apparent, is the same regardless of the type of cardiomyopathy. However, differentiating cardiomyopathy from normal variation may be important prognostically. PATIENT GROUP Domestic cats of any age from 3 months upward, of either sex and of any breed, can be affected. Mixed-breed cats are most commonly affected but certain breeds are disproportionately prone to developing HCM. DIAGNOSTICS Subclinical feline cardiomyopathies may be suspected based on physical examination findings, thoracic radiographs and cardiac biomarker results but often the disease is clinically silent. The definitive clinical confirmatory test is echocardiography. Left heart failure (pulmonary edema and/or pleural effusion) is most commonly diagnosed radiographically, but point-of-care ultrasound and amino terminal pro-B-type natriuretic peptide (NT-proBNP) biomarker testing can also be useful, especially when the stress of taking radiographs is best avoided. KEY FINDINGS Knowledge of pathophysiological mechanisms helps the practitioner identify the feline cardiomyopathies and understand how these diseases progress and how they manifest clinically (heart failure, ATE). Existing diagnostic tests have strengths and limitations, and being aware of these can help a practitioner deliver optimal recommendations regarding referral. CONCLUSIONS Several types of feline cardiomyopathies exist in both subclinical (mild to severe disease) and clinical (severe disease) phases. Heart failure and ATE are the most common clinical manifestations of severe cardiomyopathy and are therapeutic targets regardless of the type of cardiomyopathy. The long-term prognosis is often guarded or poor once overt clinical manifestations are present. AREAS OF UNCERTAINTY Some cats with presumed cardiomyopathy do not have echocardiographic features that fit the classic cardiomyopathies (cardiomyopathy - nonspecific phenotype). Although no definitive treatment is usually available, understanding how cardiomyopathies evolve remains worthy of investigation.
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Affiliation(s)
- Mark D Kittleson
- School of Veterinary Medicine, Department of Medicine and Epidemiology, University of California, Davis, and Veterinary Information Network, 777 West Covell Boulevard, Davis, CA 95616, USA
| | - Etienne Côté
- Department of Companion Animals, Atlantic Veterinary College, University of Prince Edward Island, Charlottetown, Prince Edward Island, Canada
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Updates on Laboratory Evaluation of Feline Cardiac Diseases. Vet Sci 2021; 8:vetsci8030041. [PMID: 33802401 PMCID: PMC8000286 DOI: 10.3390/vetsci8030041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Revised: 02/15/2021] [Accepted: 02/26/2021] [Indexed: 11/17/2022] Open
Abstract
Laboratory tests can be altered in cardiovascular diseases and the investigation of specific tests or biomarkers may provide additional information about myocardial damage. Traditional laboratory tests, such as cell blood count, serum biochemistry, and coagulation, can be useful in investigating patients, but are not specific. However, markers like Troponin and Natriuretic Peptides may possibly furnish further data on myocardium damage and can be used in both studying and monitoring cats with cardiac disease. Moreover, the evaluation of the thyroid profile is very important as hyperthyroid cats concomitant cardiovascular diseases are very common and they can also be a direct consequence of endocrinopathy. The purpose of this manuscript is to provide the widest possible overview of what is present in the literature about the feline clinical pathology of heart diseases through a rational division of the main alterations of traditional tests and biomarkers.
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10
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Liu M, Eckersall PD, Mrljak V, Horvatić A, Guillemin N, Galan A, Köster L, French A. Novel biomarkers in cats with congestive heart failure due to primary cardiomyopathy. J Proteomics 2020; 226:103896. [PMID: 32652222 DOI: 10.1016/j.jprot.2020.103896] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 06/10/2020] [Accepted: 07/06/2020] [Indexed: 12/13/2022]
Abstract
The pathogenesis of feline cardiomyopathy and congestive heart failure (CHF) requires further understanding. In this study, we assessed serum proteome change in feline CHF, aiming to identify novel biomarker for both research and clinical use. The study comprised 15 cats in CHF, 5 cats in preclinical cardiomyopathy and 15 cats as healthy controls. Serum proteome profiles were obtained by tandem mass tag labelling followed by mass spectrometry. Protein concentrations in CHF cats were compared with healthy controls. Western blot was performed for proteomic validation. Correlations were assessed between the altered proteins in CHF and clinical variables in cats with cardiomyopathy to evaluate protein-cardiac association. Bioinformatic analysis was employed to identify pathophysiological pathways involved in feline CHF. Sixteen serum proteins were significantly different between CHF and healthy control cats (P < .05). These included serine protease inhibitors, apolipoproteins and other proteins associated with inflammation and coagulation. Clinical parameters from cats with cardiomyopathy significantly correlated with the altered proteins (P < .05). Bioinformatic analysis identified 13 most relevant functional profiles in feline CHF, which mostly associated with extracellular matrix organization and metabolism. Data are available via ProteomeXchange with identifier PXD017761. SIGNIFICANCE: Cardiomyopathies affect both cats and humans, and they can cause serious consequence such as congestive heart failure (CHF). To date, the pathophysiological mechanism of CHF is not fully understood. In this study, for the first time, we used a proteomic approach combined with bioinformatic analysis to evaluate serum protein change in cats with CHF. Results indicate systemic inflammation, coagulation protein changes, innate immunity and extracellular matrix remodeling are involved in feline CHF, which are largely comparable with findings in previous human studies. Our study provides new insights into CHF and cardiomyopathy in cats, and the identified novel biomarkers and pathophysiological pathways provide valuable information for future studies.
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Affiliation(s)
- Mengmeng Liu
- Small Animal Hospital, School of Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - P David Eckersall
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, UK; Laboratory for Proteomics, Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Vladimir Mrljak
- Laboratory for Proteomics, Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Anita Horvatić
- Laboratory for Proteomics, Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Nicolas Guillemin
- Laboratory for Proteomics, Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Asier Galan
- Laboratory for Proteomics, Faculty of Veterinary Medicine, University of Zagreb, Zagreb, Croatia
| | - Liza Köster
- Department of Small Animal Clinical Sciences, University of Tennessee, Knoxville, TN, USA
| | - Anne French
- Ross University School of Veterinary Medicine, Basseterre, St Kitts & Nevis, West Indies.
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11
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Liu M, Köster LS, Fosgate GT, Chadwick CC, Sanz‐González Í, Eckersall PD, Wotton PR, French AT. Cardiovascular-renal axis disorder and acute-phase proteins in cats with congestive heart failure caused by primary cardiomyopathy. J Vet Intern Med 2020; 34:1078-1090. [PMID: 32395893 PMCID: PMC7255652 DOI: 10.1111/jvim.15757] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2018] [Accepted: 03/12/2020] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Currently, the pathogenesis of congestive heart failure (CHF) in cats is not fully understood. OBJECTIVE To identify novel biomarkers for CHF in cats caused by primary cardiomyopathy, particularly related to cardiovascular-renal axis disorder and systemic inflammatory response. ANIMALS Twenty-five cats in CHF caused by primary cardiomyopathy, 12 cats with preclinical cardiomyopathy, and 20 healthy controls. METHODS Case control and observational case series. The following serum biomarkers were compared among the 3 cat groups: a cardiorenal profile that included N-terminal pro-brain natriuretic peptide (NT-proBNP), symmetric dimethylarginine (SDMA), and creatinine and an inflammatory profile that included 7 acute-phase proteins (APPs). Survival analyses and longitudinal studies were performed in CHF cats. RESULTS All cardiorenal biomarkers were positively correlated and higher in CHF cats, and high NT-proBNP and SDMA were associated with poor clinical outcome. Cats with CHF had significantly higher leucine-rich alpha-2-glycoprotein 1, serum amyloid A, and ceruloplasmin, and these APPs were positively correlated with NT-proBNP and left atrial size. In a multivariable survival analysis, alpha-1-acid glycoprotein concentration (P = .01), body weight (P = .02) and left atrial-to-aortic root ratio (P = .01) were independent prognostic factors for CHF in these cats. CONCLUSIONS AND CLINICAL IMPORTANCE In cats, CHF is an inflammatory disorder and outcome in CHF may be determined by the extent of inflammation and possibly the amount of residual renal function. These novel biomarkers have potential use for the clinical management, prognosis, and future research into CHF and cardiomyopathy in cats.
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Affiliation(s)
- Mengmeng Liu
- Department of Small Animal Clinical SciencesSmall Animal Hospital, School of Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of GlasgowGlasgowUK
| | - Liza S. Köster
- Department of Small Animal Clinical SciencesSmall Animal Hospital, School of Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of GlasgowGlasgowUK
- Department of Small Animal Clinical SciencesUniversity of Tennessee, KnoxvilleTennesseeUSA
| | - Geoffrey T. Fosgate
- Faculty of Veterinary Science, Department of Production Animal StudiesUniversity of PretoriaOnderstepoortSouth Africa
| | | | - Íñigo Sanz‐González
- Department of Small Animal Clinical SciencesSmall Animal Hospital, School of Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of GlasgowGlasgowUK
| | - Peter David Eckersall
- Institute of Biodiversity, Animal Health and Comparative MedicineUniversity of GlasgowGlasgowUK
| | - Paul R. Wotton
- Department of Small Animal Clinical SciencesSmall Animal Hospital, School of Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of GlasgowGlasgowUK
| | - Anne T. French
- Department of Clinical SciencesRoss University School of Veterinary MedicineBasseterreSt Kitts and Nevis
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