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      The Goto Kakizaki rat: Impact of age upon changes in cardiac and renal structure, function

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          Abstract

          Background

          Patients with diabetes are at a high risk for developing cardiac dysfunction in the absence of coronary artery disease or hypertension, a condition known as diabetic cardiomyopathy. Contributing to heart failure is the presence of diabetic kidney disease. The Goto-Kakizaki (GK) rat is a non-obese, non-hypertensive model of type 2 diabetes that, like humans, shares a susceptibility locus on chromosome 10. Herein, we perform a detailed analysis of cardio-renal remodeling and response to renin angiotensin system blockade in GK rats to ascertain the validity of this model for further insights into disease pathogenesis.

          Methods

          Study 1: Male GK rats along with age matched Wistar control animals underwent longitudinal assessment of cardiac and renal function for 32 weeks (total age 48 weeks). Animals underwent regular echocardiography every 4 weeks and at sacrifice, early (~24 weeks) and late (~48 weeks) timepoints, along with pressure volume loop analysis. Histological and molecular characteristics were determined using standard techniques. Study 2: the effect of renin angiotensin system (RAS) blockade upon cardiac and renal function was assessed in GK rats. Finally, proteomic studies were conducted in vivo and in vitro to identify novel pathways involved in remodeling responses.

          Results

          GK rats developed hyperglycaemia by 12 weeks of age (p<0.01 c/w Wistar controls). Echocardiographic assessment of cardiac function demonstrated preserved systolic function by 48 weeks of age. Invasive studies demonstrated left ventricular hypertrophy, pulmonary congestion and impaired diastolic function. Renal function was preserved with evidence of hyperfiltration. Cardiac histological analysis demonstrated myocyte hypertrophy (p<0.05) with evidence of significant interstitial fibrosis (p<0.05). RT qPCR demonstrated activation of the fetal gene program, consistent with cellular hypertrophy. RAS blockade resulted in a reduction blood pressure(P<0.05) cardiac interstitial fibrosis (p<0.05) and activation of fetal gene program. No significant change on either systolic or diastolic function was observed, along with minimal impact upon renal structure or function. Proteomic studies demonstrated significant changes in proteins involved in oxidative phosp4horylation, mitochondrial dysfunction, beta-oxidation, and PI3K/Akt signalling (all p<0.05). Further, similar changes were observed in both LV samples from GK rats and H9C2 cells incubated in high glucose media.

          Conclusion

          By 48 weeks of age, the diabetic GK rat demonstrates evidence of preserved systolic function and impaired relaxation, along with cardiac hypertrophy, in the presence of hyperfiltration and elevated protein excretion. These findings suggest the GK rat demonstrates some, but not all features of diabetes induced “cardiorenal” syndrome. This has implications for the use of this model to assess preclinical strategies to treat cardiorenal disease.

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          Most cited references54

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          Empagliflozin, Cardiovascular Outcomes, and Mortality in Type 2 Diabetes.

          The effects of empagliflozin, an inhibitor of sodium-glucose cotransporter 2, in addition to standard care, on cardiovascular morbidity and mortality in patients with type 2 diabetes at high cardiovascular risk are not known.
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            Canagliflozin and Renal Outcomes in Type 2 Diabetes and Nephropathy

            Type 2 diabetes mellitus is the leading cause of kidney failure worldwide, but few effective long-term treatments are available. In cardiovascular trials of inhibitors of sodium-glucose cotransporter 2 (SGLT2), exploratory results have suggested that such drugs may improve renal outcomes in patients with type 2 diabetes.
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              Causal analysis approaches in Ingenuity Pathway Analysis

              Motivation: Prior biological knowledge greatly facilitates the meaningful interpretation of gene-expression data. Causal networks constructed from individual relationships curated from the literature are particularly suited for this task, since they create mechanistic hypotheses that explain the expression changes observed in datasets. Results: We present and discuss a suite of algorithms and tools for inferring and scoring regulator networks upstream of gene-expression data based on a large-scale causal network derived from the Ingenuity Knowledge Base. We extend the method to predict downstream effects on biological functions and diseases and demonstrate the validity of our approach by applying it to example datasets. Availability: The causal analytics tools ‘Upstream Regulator Analysis', ‘Mechanistic Networks', ‘Causal Network Analysis' and ‘Downstream Effects Analysis' are implemented and available within Ingenuity Pathway Analysis (IPA, http://www.ingenuity.com). Supplementary information: Supplementary material is available at Bioinformatics online.
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                Author and article information

                Contributors
                Role: Data curationRole: Formal analysisRole: SupervisionRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: Data curationRole: Formal analysisRole: VisualizationRole: Writing – original draft
                Role: Formal analysisRole: Writing – original draft
                Role: Data curationRole: Formal analysis
                Role: Data curationRole: Formal analysisRole: Project administrationRole: Supervision
                Role: Formal analysisRole: MethodologyRole: SoftwareRole: Writing – review & editing
                Role: InvestigationRole: Methodology
                Role: InvestigationRole: Methodology
                Role: InvestigationRole: MethodologyRole: Software
                Role: Data curationRole: Formal analysis
                Role: ConceptualizationRole: InvestigationRole: Writing – review & editing
                Role: ConceptualizationRole: MethodologyRole: Writing – review & editing
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole: InvestigationRole: MethodologyRole: Project administrationRole: SupervisionRole: Writing – original draftRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                24 June 2021
                2021
                : 16
                : 6
                : e0252711
                Affiliations
                [1 ] St. Michael’s Hospital, Keenan Research Centre, Li Ka Shing Knowledge Institute, Toronto, Canada
                [2 ] Department of Physiology, University of Toronto, Toronto, Canada
                [3 ] Institute of Medical Science, University of Toronto, Toronto, Canada
                Scuola Superiore Sant’Anna, ITALY
                Author notes

                Competing Interests: The authors have read the journal’s policy and have the following competing interests: KAC has received research grants to his institution from Astra Zeneca and Boehringer Ingelheim, received support for travel to scientific meeting from Boehringer Ingelheim, and received honoraria for speaking engagements and ad hoc participation in advisory boards from Astra Zeneca, Boehringer Ingelheim, and Janssen. There are no patents, products in development or marketed products associated with this research to declare. This does not alter our adherence to PLOS ONE policies on sharing data and materials.

                ‡ These authors are co-first authors on this work.

                Author information
                https://orcid.org/0000-0002-0221-3806
                https://orcid.org/0000-0002-8158-6183
                Article
                PONE-D-20-39982
                10.1371/journal.pone.0252711
                8224913
                34166385
                b2342927-1d6d-426c-9c6f-a6a7ae33cf70
                © 2021 Meagher et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 20 December 2020
                : 20 May 2021
                Page count
                Figures: 9, Tables: 2, Pages: 20
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/100004411, Heart and Stroke Foundation of Canada;
                Award ID: G-15-0009282
                Award Recipient :
                Funded by: St. Michael’s Hospital Foundation “SCAR WARS” program
                Award Recipient :
                This study was funded in part by the Heart and Stroke Foundation of Canada in the form of a grant (G-15-0009282) and by St. Michael’s Hospital Foundation “SCAR WARS” program in the form of funds, both to KAC. The Department of Medicine, University of Toronto also provided support in the form of a Merit Award for KAC. The specific roles of these authors are articulated in the ‘author contributions’ section.
                Categories
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