- Research article
- Open Access
Microarray analysis of gene expression profiles of cardiac myocytes and fibroblasts after mechanical stress, ionising or ultraviolet radiation
- Marjan Boerma†1, 3Email author,
- Caroline GC van der Wees†1, 2,
- Harry Vrieling1,
- J Peter Svensson1,
- Jan Wondergem3,
- Arnoud van der Laarse2,
- Leon HF Mullenders1 and
- Albert A van Zeeland1
© Boerma et al; licensee BioMed Central Ltd. 2005
- Received: 13 July 2004
- Accepted: 18 January 2005
- Published: 18 January 2005
During excessive pressure or volume overload, cardiac cells are subjected to increased mechanical stress (MS). We set out to investigate how the stress response of cardiac cells to MS can be compared to genotoxic stresses induced by DNA damaging agents. We chose for this purpose to use ionising radiation (IR), which during mediastinal radiotherapy can result in cardiac tissue remodelling and diminished heart function, and ultraviolet radiation (UV) that in contrast to IR induces high concentrations of DNA replication- and transcription-blocking lesions.
Cultures enriched for neonatal rat cardiac myocytes (CM) or fibroblasts were subjected to any one of the three stressors. Affymetrix microarrays, analysed with Linear Modelling on Probe Level, were used to determine gene expression patterns at 24 hours after (the start of) treatment. The numbers of differentially expressed genes after UV were considerably higher than after IR or MS. Remarkably, after all three stressors the predominant gene expression response in CM-enriched fractions was up-regulation, while in fibroblasts genes were more frequently down-regulated. To investigate the activation or repression of specific cellular pathways, genes present on the array were assigned to 25 groups, based on their biological function. As an example, in the group of cholesterol biosynthesis a significant proportion of genes was up-regulated in CM-enriched fractions after MS, but down-regulated after IR or UV.
Gene expression responses after the types of cellular stress investigated (MS, IR or UV) have a high stressor and cell type specificity.
- Mechanical Stress
- Ionise Radiation
- Cardiac Myocytes
- Atrial Natriuretic Peptide
- Cardiac Fibroblast
The mammalian myocardium contains several cell types, of which the cardiac myocytes (CM) make up most of the heart's mass. Although a small proportion of CM in the adult myocardium remains mitotic, most CM lose the capacity to undergo cell division shortly after birth . In the adult heart, approximately 70% of the cells is represented by non-myocytes, most of which belong to the fibroblast compartment. In this study, we investigate how the stress response of cardiac cells to increased mechanical stress (MS) can be compared to genotoxic stresses induced by two DNA damaging agents, ionising radiation (IR) and ultraviolet radiation (UV).
In cardiac cells, MS is increased during excessive pressure or volume load of the heart, as seen in hypertensive and valvular heart disease. This results in an adaptive growth response leading to structural and functional cardiac changes, including CM hypertrophy and hyperplasia of fibroblasts, to compensate for the increased workload . In vitro cyclic stretch of rat cardiac cells has been shown to be an appropriate model for cellular changes that occur during overload of cardiac muscle in vivo . Mechanical signals may be transferred to the nucleus of cells through integrin receptors, cytoskeletal filaments and nuclear scaffolds  and through ion channels, ion exchangers and hormone receptors .
Radiation induced heart disease (RIHD) has been recognised as a late adverse effect of thoracic radiotherapy if the heart was situated in the radiation field . IR induces the formation of reactive oxygen species that react with different components of the cell, thereby inducing macromolecular lesions. IR can activate several signal transduction pathways, involving growth factor receptors, death receptors and DNA damage sensing proteins . Primary fibroblasts in culture are known to go into senescence shortly after IR , after which terminal differentiation of these cells is induced . Cultures of CM do not demonstrate cell death, nor a loss of function upon a single dose of 10,000 rad (~100 Gy) [10, 11].
The density of DNA damaging events after UVC, which include helix-distorting photolesions, is three orders of magnitude higher than the density of DNA damage that occurs after IR  and sufficient to block cellular DNA replication and transcription. Signal transduction after UV is mediated via components of the cellular membrane, involving growth factor receptors, and via DNA damage sensing proteins . UV is known to induce cell cycle arrest and apoptosis in several cell types [13, 14].
The aim of the study was to identify and compare differentially expressed genes (up-regulated or down-regulated when compared with untreated controls) in cardiac cells in response to MS, IR or UV. To this purpose, cultures enriched for ventricular CM or fibroblasts were exposed to one of the three stressors. Differentially expressed genes were identified using Affymetrix GeneChips. Several statistical methods have been developed to analyse Affymetrix gene expression microarrays. We used a method based on Linear Modelling on Probe Level  to describe the signal of every perfect match (PM) probe. Because overall changes in the expression of functionally related genes are more informative than the expression pattern of single genes, genes in microarray studies can be assigned to functional groups . In the present study, such an approach was used to classify genes, based on biological function or on the role of a gene product in common intracellular pathways.
Accuracy of the linear model
Numbers of differentially expressed genes
Percentages of up-regulated genes
General stress response genes
Probe-sets that showed an up-regulation or down-regulation after more than one stressor are listed in table 2 (see additional file 2). The overlap in responsive genes between IR and UV was larger than the overlap between MS and one of the radiation types. Both after IR and UV, several genes that are known to play a central role in the radiation response of cells, including p21, GADD153 and mdm2, were up-regulated. These genes were not up-regulated after MS. A striking large proportion of genes encoding cytoskeletal components were down-regulated both after IR and UV.
Validation of microarray results by semi-quantitative PCR
In this study, a linear model was used to describe GeneChip PM probe signals and to determine effects of three types of stressors on gene expression in two neonatal rat heart cell populations, consisting of CM that are known to be terminally differentiated cells and fibroblasts that still have the capacity to undergo mitosis. Several studies have shown a good correlation between Affymetrix GeneChip data and RT-PCR  or Northern-blot [19, 20]. In a previous study neonatal rat CM-enriched cultures and cultures of neonatal rat cardiac fibroblasts were irradiated with a single dose of 8.5 Gy and some mRNA transcripts were quantified by competitive PCR . In accordance with the present study, no significant changes in gene expression of transforming growth factor-β1 (TGF-β1), fibroblast growth factor-2 (FGF-2) and collagen type I were determined at 24 h after IR in cultures of cardiac fibroblasts. Moreover, no significant IR-induced changes were determined in gene expression of atrial natriuretic peptide (ANP) in CM-enriched cell populations in both the latter and the present study. On the other hand, CM-enriched cultures showed a reduced TGF-β1 expression (by PCR) at 24 h after 8.5 Gy, which was not observed in the present study. This might be due to differences in experimental design between the two studies, as in the former study CM-enriched cultures were obtained by incubation with bromodeoxyuridine to prevent fibroblast proliferation. Also, during and after irradiation, the cells were incubated in higher serum concentration than used in the present study.
Here, differences between the two cell populations are observed in the predominant type of gene expression response, i.e. up-regulation versus down-regulation. After all three stressors, differentially expressed genes were mostly up-regulated (q < 0.005) in CM-enriched fractions, while in cultures of fibroblasts the majority of changed genes were down-regulated. After MS, these differences were most pronounced. Paracrine signalling is involved in the response of CM and cardiac fibroblasts in co-cultures subjected to MS . In the CM-enriched cultures used in this study, remaining fibroblasts might stimulate gene transcription of the CM, resulting in higher numbers of up-regulated genes. It cannot be excluded that differences in level of toxicity between the three stressors applied in this study caused differences in gene expression levels.
Of the three stressors examined in this study, both IR and UV are known to induce oxidative stress. Accordingly, both stressors induced high numbers of up-regulated genes involved in anti-oxidative processes. The high percentages of up-regulated genes encoding heat shock proteins in both cell populations after IR and UV might indicate oxidative stress induced protein damage in these cells. In comparison, after MS only few genes encoding heat shock proteins were up-regulated in either cell population.
Heinloth et al. (2003) proposed a model for the regulation of several gene expression patterns after IR and UV in human dermal fibroblasts, based on microarray analysis. The general view that p53 plays a central role in signal transduction after IR and UV was confirmed in their study. Moreover, IR down-regulated the expression of genes involved in mitosis. UV, on the other hand, induced the expression of genes involved in protein degradation and the MAPK pathway . The latter data are in accordance with the data of the present study, showing that UV did affect genes participating in the MAPK pathway (although not significantly) in both cell populations, but IR did not. Moreover, in CM-enriched fractions, IR resulted in a down-regulation of a large percentage of genes involved in mitosis. Several genes, involved in cell cycle regulation and mitosis are expressed in foetal cardiac myocytes and down-regulated in adult myocytes, in accordance with their terminal differentiation [24, 25]. Due to the close relation between foetal and neonatal cells, an expression of mitotic genes in the neonatal CM used in this study can be expected.
The high numbers of up-regulated genes involved in ubiquitination and protein degradation in both cell populations after UV are also in accordance with the study of Heinloth et al. (2003) and with other studies on cultured cells after UV . These results might reflect the need of cells to replace molecules that were damaged by UV irradiation, although the proteasome is also proposed to play a role in several cellular processes, including DNA-repair, cell cycle regulation and cell survival after irradiation .
In CM-enriched cultures, MS led to a relatively high proportion of up-regulated genes that are involved in cholesterol biosynthesis. Among these genes, expression of 3-hydroxy-3-methylglutaryl-Coenzyme A reductase, which forms the starting enzyme of the mevalonate pathway and is considered to be the key enzyme in cholesterol biosynthesis, was up-regulated. This suggests that in neonatal rat cardiac myocytes cholesterol biosynthesis is stimulated after MS. Neonatal rat heart myocytes that undergo hypertrophy in culture show an increased biosynthesis and intracellular accumulation of cholesterol . Moreover, the mevalonate pathway has been proposed to play a role in Ras activation in neonatal rat cardiac myocytes subjected to MS in culture, leading to hypertrophy . In vivo hypertrophy of the heart is also associated with elevated myocardial cholesterol contents . An increased cholesterol biosynthesis in cardiac myocytes that undergo MS might therefore accompany a hypertrophic response of these cells. However, of the three foetal genes that are known to be re-expressed in hypertrophic myocytes, i.e. smooth muscle alpha-actin, ANP and beta-myosin heavy chain, only the last gene was up-regulated at the time point of investigation. In contrast to MS, IR and UV led to a down-regulation of genes involved in cholesterol biosynthesis in CM-enriched fractions. In previous studies, alterations in cholesterol contents of cardiac myocytes and fibroblasts were associated with alterations in protein to DNA ratios, levels of several enzymes including ATPases and phosphatases, and diffusion rates of membrane proteins [30–32]. Moreover, a decrease in beating rate observed in aging cultures of CM was opposed by increased membrane amounts of cholesterol . The role of cholesterol biosynthesis in the cellular functions of cardiac cells after MS, IR or UV needs further investigation.
Higher numbers of differentially expressed genes involved in ECM formation, including genes encoding collagens, fibronectin and laminin, were determined in CM-enriched cultures after MS than in cultures of fibroblasts. As mentioned before, paracrine signalling between CM and remaining fibroblasts might play a role in cellular responses in these CM-enriched cultures. Alterations in expression of genes involved in ECM formation might originate from remaining fibroblasts after stimulation by CM. Interestingly, MS does not affect the expression of these genes in cultures of fibroblasts, which suggests that paracrine signalling from CM is necessary for alterations in expression profiles of genes involved in ECM formation in fibroblasts.
The down-regulated genes encoding cytoskeletal components in cultures of fibroblasts after IR and UV, including myosin and troponin, are mostly CM-specific. Therefore, these genes are likely to originate from remaining CM in the fibroblast cultures, although their numbers were low (3–5%). The extremely low numbers of differentially expressed genes encoding for ion channels and exchangers might be explained by a low number of cardiac cell type-specific genes within this functional group.
MS, IR and UV mainly induce stress-specific and cell-type specific gene expression profiles in neonatal rat CM-enriched cultures and cultures of neonatal rat heart fibroblasts. Functional groups that show significant percentages of differentially expressed genes suggest that certain cellular pathways are activated after one or more stresses.
The experiments were performed with permission of the local committee on animal experiments, installed by the University of Leiden according to the Dutch law. Cardiac cells were isolated from ventricles of neonatal rat hearts, and cultured as described before [14, 34]. By applying a pre-plating method, cultures enriched for CM and cultures of fibroblasts were obtained.
After 2 days of culturing with 5% horse serum (HS), culture media of CM-enriched cultures were replaced by media containing 2.5% HS. One day later, these cultures were subjected to UV, IR or MS.
Three days after isolation, cultures of fibroblasts were subcultured for 6 days in medium containing 10% foetal bovine serum (FBS). Then, culture medium was replaced by medium containing 2.5% FBS. One day later, confluent cell cultures were subjected to UV, IR or MS.
Irradiation and cyclic stretch
Cells were subjected to a single dose of 8.5 Gy of X-rays at room temperature, using a 6 MV accelerator (SL 75-5 Philips), operated at a dose rate of 8 Gy min-1. During irradiation, sham-irradiated control cells were kept at room temperature. After irradiation, cell cultures were maintained at 37°C for 24 h.
In another experiment cells were irradiated with 10 J/m2 UVC at room temperature at a dose rate of 0.2 J/m2 per s. Before irradiation, medium was collected and cells were rinsed with PBS. Following irradiation, growth medium was returned to the cultures and the cells were incubated for an additional 24 h. Control cells received a similar treatment except for UV irradiation.
To subject cells to cyclic stretch, CM-enriched cells (54 ± 5% CM) and fibroblasts (95 ± 2% non-myocytes) were cultured in 6-well Flex I culture plates (Flexcell, Hillsborough, NC, USA), coated with collagen I. Medium was changed to medium containing 2.5% serum and after 24 h plates were placed in the Flexercell Strain Unit FX-2000® (Flexcell) in which the frequency and magnitude of stretch were regulated by a computer-controlled vacuum pump. The apparatus applied an equiaxial cyclic stretch of 20% elongation to the wells at a frequency of 60 cycles/min (1 Hz). Stretch was applied for 24 h. Control cells were grown in identical culture plates and incubated in the same incubator as the stretched cultures, but were not mounted in the Flexercell Strain Unit.
Cell harvesting after irradiation
Twenty-four hours after IR or UV, non-irradiated and irradiated CM-enriched cultures were trypsinised and subjected to centrifugal elutriation . The proportion of CM in each elutriation fraction was determined by flow cytometric analysis of myosin expression, as described before . After elutriation of IR-exposed cultures, CM-enriched fractions contained 74 ± 3% CM and after elutriation of UV-exposed cultures, CM-enriched fractions contained 85 ± 3% CM. Because of the high purity of the fibroblast cultures (95 ± 2% non-myocytes), no centrifugal elutriation was applied on these cells. CM-enriched fractions and cultures of fibroblasts were used for RNA isolation.
Cell harvesting after MS
After undergoing MS or control treatment for 24 h, cells were collected from CM-enriched cultures and from cultures of fibroblasts by trypsinisation. The proportion of CM in the cell cultures was determined by flow cytometric analysis of myosin expression as described before . CM-enriched cell cultures, containing 54 ± 5% CM, and fibroblast cultures, containing 95 ± 2% non-myocytes, were used for RNA isolation.
RNA isolation and labelling
RNA was isolated applying an RNeasy® kit (Qiagen GmbH, Hilden, Germany), according to the manufacturer's instructions. Ten to 14 μg of total RNA from CM-enriched fractions and 7.5 to 14 μg of total RNA from fibroblast cultures was used for labelling. Per experiment, the quantities of total RNA from irradiated and control cells were equal. cDNA was synthesised using the Gibco BRL Superscript system (Invitrogen, Carlsbad CA, USA). Briefly, single stranded cDNA was synthesised using Superscript II reverse transcriptase and T7-oligo(dT)24 primers at 42°C for 1 h. Double stranded cDNA was obtained by using DNA ligase, DNA polymerase I and RNAse H at 16°C for 2 h, followed by T4 DNA polymerase at 16°C for 5 min. After clean up with a phase lock gel (Qiagen), ds-cDNA was used for in vitro transcription (IVT). cDNA was transcribed using the BioArray HighYield® RNA transcript labelling kit (Enzo Lifesciences, Pharmingdale NY, USA) in the presence of biotin-labelled ribonucleotides, or using the MEGAScript T7® kit (Ambion, Austin TX, USA), in the presence of biotin-labelled CTP and UTP. In each experiment, cDNAs from control cells and stressed cells were labelled simultaneously using the same labelling kit. After clean up with a RNeasy kit (Qiagen), the biotin-labelled IVT-RNA was fragmented in a buffer containing 40 mM Tris-acetate (pH 8.1), 100 mM potassium-acetate and 30 mM magnesium-acetate, at 94°C for 35 min.
Hybridisation of IVT-RNA
RG-U34A arrays (Affymetrix, Santa Clara CA, USA) were used, representing ~7000 transcripts, of which 6399 had a unique LocusLink identification number (ID) at the time of data analysis. Biotin-labelled IVT-RNA was hybridised to the arrays at 45°C for 16 h according to the manufacturer's instructions. After hybridisation, the arrays were washed in a GeneChip Fluidics Station 400 with a non-stringent wash buffer at 25°C followed by a stringent wash buffer at 50°C. After washing, the arrays were stained with a streptavidin-phycoerythrin complex. After staining, intensities were determined with a GeneChip scanner, controlled by GeneChip software (Affymetrix). The intensities were background corrected using gcrma  and normalized at the probe level by VSN .
For each stressor, three independent experiments were performed. To describe the signal of every PM probe, the following linear model was used: signal ~P + T + E + TE, based on a method described before . In our model, the symbols P, T, E and TE represent the effects of probe, treatment, experiment per stressor (1, 2, or 3) and the interaction between treatment and experiment, respectively. Subsequently, analysis of variance was applied on the treatment effect to determine the p-value for each probe-set. The p-values were corrected for multiple testing using the Benjamini Hochberg step-up procedure  which yielded q-values for the false discovery rates (FDR). The FDR level of control was set to 0.005, equivalent to selecting genes with a q-value<0.005 (keeping up- and down-regulated genes separate by the sign of the treatment coefficient). Some genes are represented by more than one probe-set. A gene was determined to be differentially expressed when at least 50% of the probe-sets representing this gene showed significant up-regulation or down-regulation.
To determine significant proportions of differentially expressed genes within functional groups, the hypergeometric probability P was calculated. P < 0.005 was considered significant.
To determine the accuracy of the linear model that was used to describe PM signals, R2 was calculated for every probe-set, using the following standard formula: R2 = 1-ΣRi2/Σ(signali-mean signal)2, where Ri = observed-fitted value for signali and mean signal = the mean of observed signali.
To compare data on differentially expressed genes with microarray data in literature on species other than rat, RESOURCERER of the Institute of Genomic Research  was used.
RNA isolation and semi-quantitative PCR
Total RNA isolation, cDNA synthesis and semi-quantitative PCR were performed as described before . In short, total RNA was isolated using an RNeasy® kit (Qiagen). Following DNAse (Amersham Pharmacia Biotech, Uppsala, Sweden) treatment, cDNA was synthesised using M-MLV reverse transcriptase (Life Technologies, Rockville, MD, USA) and oligo(dT) primers (Amersham). Semi-quantitative PCR was performed, using the following primers and annealing temperatures: Tenascin C sense: CGA CAG TTT TGT TAT CAG GAT CAG, Tenascin C antisense: GGC ACA TAA GTA ATC CGG AAA T, 60°C; Biglycan sense: CAA CAA CCC TGT GCC CTA CT, Biglycan antisense: GGT GT GCT TCT TTG CTT CC, 65°C. A competitive PCR was performed on GAPDH to correct for differences in cDNA concentrations. After agarose gel electrophoresis, intensities of PCR product bands were determined by Scion image analysis software (Scion Corporation, Frederick, MD, USA).
This study was financially supported by the Netherlands Heart Foundation (grant no. 97.176), the Interuniversity Research Institute of Radiopathology and Radiation Protection (grant no. 9.0.13) and the European Union. The authors would like to thank Rebecca Esveldt-Van Lange, Cindy Schutte-Bart and Minka Bax for skilful technical support.
- Tamamori-Adachi M, Ito H, Sumrejkanchanakij P, Adachi S, Hiroe M, Shimizu M, Kawauchi J, Sunamori M, Marumo F, Kitajima S, Ikeda MA: Critical role of cyclin D1 nuclear import in cardiomyocyte proliferation. Circ Res. 2003, 92: e12-e19. 10.1161/01.RES.0000049105.15329.1C.PubMedView ArticleGoogle Scholar
- Brilla CG, Maisch B: Regulation of the structural remodelling of the myocardium: from hypertrophy to heart failure. Eur Heart J. 1994, 15 Suppl D: 45-52.PubMedView ArticleGoogle Scholar
- Sadoshima J, Jahn L, Takahashi T, Kulik TJ, Izumo S: Molecular characterization of the stretch-induced adaptation of cultured cardiac cells. An in vitro model of load-induced cardiac hypertrophy. J Biol Chem. 1992, 267: 10551-10560.PubMedGoogle Scholar
- Alenghat FJ, Ingber DE: Mechanotransduction: all signals point to cytoskeleton, matrix, and integrins. Sci STKE. 2002, 2002 (119): PE6.Review-Google Scholar
- Ruwhof C, van der Laarse A: Mechanical stress-induced cardiac hypertrophy: mechanisms and signal transduction pathways. Cardiovascular Research. 2000, 47: 23-37. 10.1016/S0008-6363(00)00076-6.PubMedView ArticleGoogle Scholar
- Adams MJ, Hardenbergh PH, Constine LS, Lipshultz SE: Radiation-associated cardiovascular disease. Crit Rev Oncol Hematol. 2003, 45: 55-75.PubMedView ArticleGoogle Scholar
- Dent P, Yacoub A, Contessa J, Caron R, Amorino G, Valerie K, Hagan MP, Grant S, Schmidt-Ullrich R: Stress and radiation-induced activation of multiple intracellular signaling pathways. Radiat Res. 2003, 159: 283-300.PubMedView ArticleGoogle Scholar
- Di Leonardo A, Linke SP, Clarkin K, Wahl GM: DNA damage triggers a prolonged p53-dependent G1 arrest and long-term induction of Cip1 in normal human fibroblasts. Genes Dev. 1994, 8: 2540-2551.PubMedView ArticleGoogle Scholar
- Rodemann HP, Peterson HP, Schwenke K, von Wangenheim KH: Terminal differentiation of human fibroblasts is induced by radiation. Scanning Microscopy. 1991, 5: 1135-1142.PubMedGoogle Scholar
- Lampidis TJ, Weichselbaum RR, Little JB: Letter: Gamma-irradiation of mammalian beating heart cells in vitro. Effects on cellular function. Int J Radiat Biol Related Stud Phys Chem Med. 1975, 28: 99-102.View ArticleGoogle Scholar
- Petrovic D, Brown SM, Yatvin MB: Effects of adriamycin and irradiation on beating of rat heart muscle cells in culture. International Journal of Radiation Oncology, Biology, Physics. 1977, 2: 505-513.PubMedView ArticleGoogle Scholar
- Ward JF: DNA damage as the cause of ionizing radiation-induced gene activation. Radiat Res. 1994, 138: S85-S88.PubMedView ArticleGoogle Scholar
- Kulms D, Schwarz T: Mechanisms of UV-induced signal transduction. J Dermatol. 2002, 29: 189-196. 10.1159/000065313.PubMedView ArticleGoogle Scholar
- van der Wees CG, Vreeswijk MP, Persoon M, van der Laarse A, van Zeeland AA, Mullenders LH: Deficient global genome repair of UV-induced cyclobutane pyrimidine dimers in terminally differentiated myocytes and proliferating fibroblasts from the rat heart. DNA Repair (Amst). 2003, 2: 1297-1308. 10.1016/j.dnarep.2003.06.001.View ArticleGoogle Scholar
- Chu TM, Weir B, Wolfinger R: A systematic statistical linear modeling approach to oligonucleotide array experiments. Math Biosci. 2002, 176: 35-51. 10.1016/S0025-5564(01)00107-9.PubMedView ArticleGoogle Scholar
- Jen KY, Cheung VG: Transcriptional response of lymphoblastoid cells to ionizing radiation. Genome Res. 2003, 13: 2092-2100. 10.1101/gr.1240103.PubMedPubMed CentralView ArticleGoogle Scholar
- Gene Expression Omnibus (GEO). 2004, [http://0-www.ncbi.nlm.nih.gov.brum.beds.ac.uk/geo/]
- NettaffxTM. 2004, [http://www.affymetrix.com/analysis/index.affx]
- Bodyak N, Kang PM, Hiromura M, Sulijoadikusumo I, Horikoshi N, Khrapko K, Usheva A: Gene expression profiling of the aging mouse cardiac myocytes. Nucleic Acids Res. 2002, 30: 3788-3794. 10.1093/nar/gkf497.PubMedPubMed CentralView ArticleGoogle Scholar
- Sesto A, Navarro M, Burslem F, Jorcano JL: Analysis of the ultraviolet B response in primary human keratinocytes using oligonucleotide microarrays. Proc Natl Acad Sci U S A. 2002, 99: 2965-2970. 10.1073/pnas.052678999.PubMedPubMed CentralView ArticleGoogle Scholar
- Boerma M, Bart CI, Wondergem J: Effects of ionizing radiation on gene expression in cultured rat heart cells. Int J Radiat Biol. 2002, 78: 219-225. 10.1080/09553000110094797.PubMedView ArticleGoogle Scholar
- Ruwhof C, van Wamel AE, van der Valk LJ, Schrier PI, van der Laarse A: Direct, autocrine and paracrine effects of cyclic stretch on growth of myocytes and fibroblasts isolated from neonatal rat ventricles. Arch Physiol Biochem. 2001, 109: 10-17. 10.1076/apab.184.108.40.20685.PubMedView ArticleGoogle Scholar
- Heinloth AN, Shackelford RE, Innes CL, Bennett L, Li L, Amin RP, Sieber SO, Flores KG, Bushel PR, Paules RS: Identification of distinct and common gene expression changes after oxidative stress and gamma and ultraviolet radiation. Mol Carcinog. 2003, 37: 65-82. 10.1002/mc.10122.PubMedView ArticleGoogle Scholar
- Brooks G, Poolman RA, McGill CJ, Li JM: Expression and activities of cyclins and cyclin-dependent kinases in developing rat ventricular myocytes. J Mol Cell Cardiol. 1997, 29: 2261-2271. 10.1006/jmcc.1997.0471.PubMedView ArticleGoogle Scholar
- Garcia RH, Cabeza MP, Gallo A, Palacios L, Laguens RP: DNA content and expression of cell cycle proteins in caterpillar nuclei from fetal human cardiac myocytes. Virchows Arch. 2002, 440: 45-49. 10.1007/s004280100486.PubMedView ArticleGoogle Scholar
- McBride WH, Iwamoto KS, Syljuasen R, Pervan M, Pajonk F: The role of the ubiquitin/proteasome system in cellular responses to radiation. Oncogene. 2003, 22: 5755-5773. 10.1038/sj.onc.1206676.PubMedView ArticleGoogle Scholar
- Shmeeda H, Petkova D, Barenholz Y: Cholesterol homeostasis in cultures of rat heart myocytes: relationship to cellular hypertrophy. Am J Physiol. 1994, 267: H1689-H1697.PubMedGoogle Scholar
- Kashiwagi Y, Haneda T, Osaki J, Miyata S, Kikuchi K: Mechanical stretch activates a pathway linked to mevalonate metabolism in cultured neonatal rat heart cells. Hypertens Res. 1998, 21: 109-119.PubMedView ArticleGoogle Scholar
- Okumura K, Kondo J, Yoshino M, Ishikawa K, Asano H, Hashimoto H, Ito T: Enalapril reduces the enhanced 1,2-diacylglycerol content and RNA synthesis in spontaneously hypertensive rat hearts before established hypertension. Mol Cell Biochem. 1992, 112: 15-21. 10.1007/BF00229638.PubMedView ArticleGoogle Scholar
- Bastiaanse EM, Hold KM, van der Laarse A: The effect of membrane cholesterol content on ion transport processes in plasma membranes. Cardiovasc Res. 1997, 33: 272-283. 10.1016/S0008-6363(96)00193-9.PubMedView ArticleGoogle Scholar
- Yechiel E, Henis YI, Barenholz Y: Aging of rat heart fibroblasts: relationship between lipid composition, membrane organization and biological properties. Biochim Biophys Acta. 1986, 859: 95-104.PubMedView ArticleGoogle Scholar
- Yechiel E, Barenholz Y, Henis YI: Lateral mobility and organization of phospholipids and proteins in rat myocyte membranes. Effects of aging and manipulation of lipid composition. J Biol Chem. 1985, 260: 9132-9136.PubMedGoogle Scholar
- Yechiel E, Barenholz Y: Relationships between membrane lipid composition and biological properties of rat myocytes. Effects of aging and manipulation of lipid composition. J Biol Chem. 1985, 260: 9123-9131.PubMedGoogle Scholar
- van der Laarse A, Hollaar L, Kokshoorn LJ, Witteveen SA: The activity of cardio-specific isoenzymes of creatine phosphokinase and lactate dehydrogenase in monolayer cultures of neonatal rat heart cells. J Mol Cell Cardiol. 1979, 11: 501-510. 10.1016/0022-2828(79)90473-5.PubMedView ArticleGoogle Scholar
- Boerma M, van der Wees CG, Wondergem J, van der Laarse A, Persoon M, van Zeeland AA, Mullenders LH: Separation of neonatal rat ventricular myocytes and non-myocytes by centrifugal elutriation. Pflugers Arch. 2002, 444: 452-456. 10.1007/s00424-002-0820-2.PubMedView ArticleGoogle Scholar
- Wu Z, Irizarry RA: Preprocessing of oligonucleotide array data. Nat Biotechnol. 2004, 22: 656-658. 10.1038/nbt0604-656b.PubMedView ArticleGoogle Scholar
- Huber W, Von Heydebreck A, Sultmann H, Poustka A, Vingron M: Variance stabilization applied to microarray data calibration and to the quantification of differential expression. Bioinformatics. 2002, 18 Suppl 1: S96-S104.PubMedView ArticleGoogle Scholar
- Benjamini Y, Hochberg Y: Controlling the false discovery rate: a practical and powerful approach to multiple testing. J Roy Statist Soc B. 2004, 64: 289-300.Google Scholar
- RESOURCERER. 2004, [http://www.tigr.org/tigr-scripts/magic/r1.pl]
- Boerma M, Schutte-Bart CI, Wedekind LE, Beekhuizen H, Wondergem J: Effects of multiple doses of ionizing radiation on cytokine expression in rat and human cells. Int J Radiat Biol. 2003, 79: 889-896. 10.1080/09553000310001626117.PubMedView ArticleGoogle Scholar
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