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      Rosmarinic Acid as a Candidate in a Phenotypic Profiling Cardio-/Cytotoxicity Cell Model Induced by Doxorubicin

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          Abstract

          Advances in cancer treatment have led to significant improvements in long-term survival in many types of cancer, but heart dysfunction and heart failure, associated with cancer treatment, have also increased. Anthracyclines are the main cause of this type of cardiotoxicity. In this study, we describe a combined experimental and cell morphology analysis approach for the high-throughput measurement and analysis of a cardiomyocyte cell profile, using partial least square linear discriminant analysis (PLS-LDA) as the pattern recognition algorithm. When screening a small-scale natural compound library, rosmarinic acid (RosA), as a candidate drug, showed the same cardioprotective effect as the positive control. We investigated the protective mechanism of RosA on a human cardiomyocyte cell line (AC16) and human induced pluripotent stem-cell-derived cardiomyocytes (hiPSC-CMs). We showed that RosA pretreatment suppressed doxorubicin (Dox)-induced cell apoptosis and decreased the activity of caspase-9. RosA promotes the expression of Heme oxygenase-1 (HO-1) and reduces the production of reactive oxygen species (Ros), which is induced by Dox. Meanwhile, it can also promote the expression of cardiac-development-related protein, including histone deacetylase 1 (HDAC1), GATA binding protein 4 (GATA4) and troponin I3, cardiac type (CTnI). Collectively, our data support the notion that RosA is a protective agent in hiPSC-CMs and has the potential for therapeutic use in the treatment of cancer therapy-related cardiac dysfunction and heart failure.

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          Most cited references26

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          Performance of some variable selection methods when multicollinearity is present

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            Data-analysis strategies for image-based cell profiling

            This Review covers the steps required to create high-quality image-based profiles from high-throughput microscopy images.
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              Novel cell lines derived from adult human ventricular cardiomyocytes.

              Background. - We have established proliferating human cardiomyocyte cell lines derived from non-proliferating primary cultures of adult ventricular heart tissue, using a novel method that may be applicable to many post-mitotic primary cultures. Methods and results. - Primary cells from human ventricular tissue, were fused with SV40 transformed, uridine auxotroph human fibroblasts, devoid of mitochondrial DNA. This was followed by selection in uridine-free medium to eliminate unfused fibroblasts. The fused cells were subcloned and screened for cell type-specific markers. Four clones (AC1, AC10, AC12, AC16) that express markers characteristic of cardiomyocytes were studied. Clones were homogeneous morphologically, and expressed transcription factors (GATA4, MYCD, NFATc4), contractile proteins such as alpha- and beta-myosin heavy chain, alpha-cardiac actin, troponin I, desmoplakin, alpha actinin, the muscle-specific intermediate filament protein, desmin, the cardiomyocyte-specific peptide hormones, BNP, the L-type calcium channel alpha1C subunit and gap junction proteins, connexin-43 and connexin-40. Furthermore, dye-coupling studies confirmed the presence of functional gap junctions. EM ultra structural analysis revealed the presence of myofibrils in the subsarcolemmal region, indicating a precontractile developmental stage. When grown in mitogen-depleted medium, the AC cells stopped proliferating and formed a multinucleated syncytium. When the SV40 oncogene was silenced using the RNAi technique, AC16 cells switched from a proliferating to a more differentiated quiescent state, with the formation of multinucleated syncyntium. Concurrently, the cells expressed BMP2, an important signaling molecule for induction of cardiac-specific markers, that was not expressed by the proliferating cells. The presence of the combination of transcription factors in addition to muscle-specific markers is a good indication for the presence of a cardiac transcription program in these cells. CONCLUSIONS. - Based on the expression of myogenic markers and a fully functional respiratory chain, the AC cells have retained the nuclear DNA and the mitochondrial DNA of the primary cardiomyocytes. They can be frozen and thawed repeatedly and can differentiate when grown in mitogen-free medium. These cell lines are potentially useful in vitro models to study developmental regulation of cardiomyocytes in normal and pathological states.
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                Author and article information

                Contributors
                Role: Academic Editor
                Journal
                Molecules
                Molecules
                molecules
                Molecules
                MDPI
                1420-3049
                14 February 2020
                February 2020
                : 25
                : 4
                : 836
                Affiliations
                [1 ]School of Chinese Pharmacy, Beijing University of Chinese Medicine, Beijing 100102, China
                [2 ]Beijing Key Laboratory of Chinese Materia Medica Foundation and New Drug Research and Development, Beijing 100102, China
                Author notes
                Article
                molecules-25-00836
                10.3390/molecules25040836
                7070289
                32075047
                07105bed-8c18-46ec-beca-b1e7c0eb9480
                © 2020 by the authors.

                Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( http://creativecommons.org/licenses/by/4.0/).

                History
                : 27 December 2019
                : 12 February 2020
                Categories
                Article

                rosmarinic acid,phenotypic profiling,morphological pattern recognition,hipsc-cms

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