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      • Record: found
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      Is Open Access

      Transcriptomic profiling of TK2 deficient human skeletal muscle suggests a role for the p53 signalling pathway and identifies growth and differentiation factor-15 as a potential novel biomarker for mitochondrial myopathies

      research-article
      1 , 2 , 2 , 3 , 2 , 4 , 5 , 5 , 6 , 6 , 6 , 7 , 7 , 8 , 9 , 9 , 10 , 11 , 10 , 11 , 10 , 11 , 11 , 12 , 11 , 12 , 13 , 2 , 11 , 2 , 2 , 11 , 2 , 11 ,
      BMC Genomics
      BioMed Central
      Gene expression, Microarrays, Bioinformatics, Mitochondrial DNA, Mitochondrial DNA depletion, Mitochondrial encephalomyopathy, Thymidine kinase 2, Skeletal muscle, p53, Apoptosis, GDF-15

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          Abstract

          Background

          Mutations in the gene encoding thymidine kinase 2 (TK2) result in the myopathic form of mitochondrial DNA depletion syndrome which is a mitochondrial encephalomyopathy presenting in children. In order to unveil some of the mechanisms involved in this pathology and to identify potential biomarkers and therapeutic targets we have investigated the gene expression profile of human skeletal muscle deficient for TK2 using cDNA microarrays.

          Results

          We have analysed the whole transcriptome of skeletal muscle from patients with TK2 mutations and compared it to normal muscle and to muscle from patients with other mitochondrial myopathies. We have identified a set of over 700 genes which are differentially expressed in TK2 deficient muscle. Bioinformatics analysis reveals important changes in muscle metabolism, in particular, in glucose and glycogen utilisation, and activation of the starvation response which affects aminoacid and lipid metabolism. We have identified those transcriptional regulators which are likely to be responsible for the observed changes in gene expression.

          Conclusion

          Our data point towards the tumor suppressor p53 as the regulator at the centre of a network of genes which are responsible for a coordinated response to TK2 mutations which involves inflammation, activation of muscle cell death by apoptosis and induction of growth and differentiation factor 15 (GDF-15) in muscle and serum. We propose that GDF-15 may represent a potential novel biomarker for mitochondrial dysfunction although further studies are required.

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          Most cited references45

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          Rank products: a simple, yet powerful, new method to detect differentially regulated genes in replicated microarray experiments.

          One of the main objectives in the analysis of microarray experiments is the identification of genes that are differentially expressed under two experimental conditions. This task is complicated by the noisiness of the data and the large number of genes that are examined simultaneously. Here, we present a novel technique for identifying differentially expressed genes that does not originate from a sophisticated statistical model but rather from an analysis of biological reasoning. The new technique, which is based on calculating rank products (RP) from replicate experiments, is fast and simple. At the same time, it provides a straightforward and statistically stringent way to determine the significance level for each gene and allows for the flexible control of the false-detection rate and familywise error rate in the multiple testing situation of a microarray experiment. We use the RP technique on three biological data sets and show that in each case it performs more reliably and consistently than the non-parametric t-test variant implemented in Tusher et al.'s significance analysis of microarrays (SAM). We also show that the RP results are reliable in highly noisy data. An analysis of the physiological function of the identified genes indicates that the RP approach is powerful for identifying biologically relevant expression changes. In addition, using RP can lead to a sharp reduction in the number of replicate experiments needed to obtain reproducible results.
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            p53 Research: the past thirty years and the next thirty years.

            Thirty years of research on the p53 family of genes has generated almost fifty thousand publications. The first of these papers detected the p53 protein associated with a viral oncogene product in transformed cells and tumors and focused the field on cancer biology. Subsequent manuscripts have shown a wide variety of functions for the p53 family of genes and their proteins. These proteins are involved in reproduction, genomic repair, fidelity and recombination, the regulation of metabolic processes, longevity, surveillance of the stability of development, the production of stem cells and changes in epigenetic marks, the development of the nervous system (p73), the immune system (p73) and skin (p63), as well as the better known roles for the family in tumor suppression. The p53 family of genes has been found in the modern day ancestors of organisms with over one billion years of evolutionary history where they play a role in germ-line fidelity over that time span. As the body plan of the vertebrates emerged with the regeneration of tissues by stem cells over a lifetime, the p53 gene and its protein were adapted to be a tumor suppressor of somatic stem and progenitor cells complementing its' past functions in the germ line. Because the p53 family of genes has played a role in germ-line fidelity and preservation of the species, even in times of stress, these genes have been under constant selection pressure to change and adapt to new situations. This has given rise to this diversity of functions all working to preserve homeostatic processes that permit growth and reproduction in a world that is constantly challenging the fidelity of information transfer at each generation. The p53 family of gene products has influenced the rates of evolutionary change, just as evolutionary changes have altered the p53 family and its functions.
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              Cellular senescence in human myoblasts is overcome by human telomerase reverse transcriptase and cyclin-dependent kinase 4: consequences in aging muscle and therapeutic strategies for muscular dystrophies.

              Cultured human myoblasts fail to immortalize following the introduction of telomerase. The availability of an immortalization protocol for normal human myoblasts would allow one to isolate cellular models from various neuromuscular diseases, thus opening the possibility to develop and test novel therapeutic strategies. The parameters limiting the efficacy of myoblast transfer therapy (MTT) could be assessed in such models. Finally, the presence of an unlimited number of cell divisions, and thus the ability to clone cells after experimental manipulations, reduces the risks of insertional mutagenesis by many orders of magnitude. This opportunity for genetic modification provides an approach for creating a universal donor that has been altered to be more therapeutically useful than its normal counterpart. It can be engineered to function under conditions of chronic damage (which are very different than the massive regeneration conditions that recapitulate normal development), and to overcome the biological problems such as cell death and failure to proliferate and migrate that limit current MTT strategies. We describe here the production and characterization of a human myogenic cell line, LHCN-M2, that has overcome replicative aging due to the expression of telomerase and cyclin-dependent kinase 4. We demonstrate that it functions as well as young myoblasts in xenotransplant experiments in immunocompromized mice under conditions of regeneration following muscle damage.
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                Author and article information

                Journal
                BMC Genomics
                BMC Genomics
                BMC Genomics
                BioMed Central
                1471-2164
                2014
                1 February 2014
                : 15
                : 91
                Affiliations
                [1 ]Bioinformatics Core Facility, IDIBAPS, Hospital Clinic, Barcelona, Spain
                [2 ]Neuromuscular Unit, Neurology Department, Fundación Sant Joan de Déu, Hospital Sant Joan de Déu, Barcelona, Spain
                [3 ]Pathology Department, Hospital Sant Joan de Déu, Barcelona, Spain
                [4 ]Institute of Anatomy, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
                [5 ]Department of Child, Adolescent, and Developmental Neurology, Children’s Hospital, University Medical Centre Ljubljana, Ljubljana, Slovenia
                [6 ]U.O.S. Diagnostica Malattie Neuromuscolari, Fondazione Ospedale Maggiore Mangiagalli e Regina Elena, IRCCS, Milan, Italy
                [7 ]Laboratory for Neuropathology, Ghent University Hospital, Ghent, Belgium
                [8 ]Institute of Neuropathology, Hospital de Bellvitge, Barcelona, Spain
                [9 ]Neuropaediatrics Department, Vall d’Hebron Hospital, Barcelona, Spain
                [10 ]Biochemistry and Molecular Biology Department, University of Zaragoza, Zaragoza, Spain
                [11 ]Center for Biomedical Research on Rare Diseases (CIBERER), Instituto de Salud Carlos III, Madrid, Spain
                [12 ]Clinical Biochemistry Department, Hospital Sant Joan de Déu, Barcelona, Spain
                [13 ]Orthopaedic Surgery & Traumatology Department, Hospital Sant Joan de Déu, Barcelona, Spain
                Article
                1471-2164-15-91
                10.1186/1471-2164-15-91
                3937154
                24484525
                7695b432-d050-44ee-87ff-428620f158c3
                Copyright © 2014 Kalko et al.; licensee BioMed Central Ltd.

                This is an open access article distributed under the terms of the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

                History
                : 21 May 2013
                : 28 January 2014
                Categories
                Research Article

                Genetics
                skeletal muscle,mitochondrial encephalomyopathy,microarrays,mitochondrial dna,mitochondrial dna depletion,p53,thymidine kinase 2,apoptosis,gdf-15,gene expression,bioinformatics

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