Abstract
Mechanical forces are essential for normal fetal lung development. However, the cellular and molecular mechanisms regulating this process are still poorly defined. In this study, we used oligonucleotide microarrays to investigate gene expression in cultured embryonic d 19 rat fetal lung type II epithelial cells exposed to a level of mechanical strain similar to the developing lung. Significance Analysis of Microarrays (SAM) identified 92 genes differentially expressed by strain. Interestingly, several members of the solute carrier family of amino acid transporter (Slc7a1, Slc7a3, Slc6a9, and tumor-associated protein 1) genes involved in amino acid synthesis (Phgdh, Psat1, Psph, Cars, and Asns), as well as the amiloride-sensitive epithelial sodium channel gene (Scnn1a) were up-regulated by the application of force. These results were confirmed by quantitative real-time PCR (qRT-PCR). Thus, this study identifies genes induced by strain that may be important for amino acid signaling pathways and protein synthesis in fetal type II cells. In addition, these data suggest that mechanical forces may contribute to facilitate lung fluid reabsorption in preparation for birth. Taken together, the present investigation provides further insights into how mechanical forces may modulate fetal lung development.
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Main
Normal lung growth and development during fetal life are critical for extrauterine survival. Premature infants are often born before sufficient lung maturation has occurred, and, as a result, they experience a high rate of long-term pulmonary complications such as bronchopulmonary dysplasia. Understanding the mechanisms of prenatal lung growth and development is a crucial step for the design of preventive and therapeutic strategies.
Mechanical forces generated in utero by repetitive breathing movements and by fluid distension are essential to mammalian lung development (1–3). Previous in vitro experiments have demonstrated that application of force to cultured type II epithelial cells induces cell proliferation (4) and differentiation (5). Other studies have begun to identify mechanoreceptors and cell signaling pathways mediating fetal lung growth and maturation (4–8). However, the precise molecular and cellular mechanisms by which lung cells sense mechanical stimuli to influence lung development are still poorly defined.
DNA microarray technology provides a powerful tool for rapid, comprehensive, and quantitative analysis of gene expression profile. This technique has been previously used to assess changes in gene expression in endothelial cells (9), bladder smooth muscle cells (10), and human pulmonary A549 (11) and H441 (12) epithelial cells exposed to mechanical strain.
Therefore, the goal of the present study was to identify genes differentially expressed by mechanical stress of fetal type II epithelial cells. We used an in vitro model system in which embryonic d (E) 19 type II cells are exposed to mechanical forces similar to that observed in the developing lung. These studies revealed that mechanical forces induce genes related to amino acid transporter, amino acid synthesis, and sodium transport across the cell membrane.
METHODS
Cell isolation and mechanical distention protocol.
Fetal rat lungs were obtained from timed-pregnant Sprague-Dawley rats (Charles Rivers, Wilmington, MA) and E19 type II cells were isolated as previously described (6). Epithelial cells were then seeded onto Bioflex plates precoated with collagen-1 (Flexcell Corporation, Hillsborough, NC) and maintained in serum-free Dulbecco's modified Eagle's medium (DMEM) for 24 h. Plates containing adherent cells were mounted in a Flexercell FX-4000 Strain Unit (Flexcell Corp.). Equibiaxial elongation of 5% was applied at intervals of 60 cycles per minute for 15 min plus 2.5% continuous distention for the remaining 45 min of each hour, for 16 h. This regimen was chosen to simulate mechanical forces experienced by type II epithelial cells during lung development (13), and it is based on previous studies from our laboratory (5,8). Cells grown on nonstrained substrates were treated in an identical manner and served as controls.
Affymetrix GeneChip Analysis.
Total RNA was extracted from E19 type II cells using TRIzol reagent according to the manufacturer's instructions (Invitrogen, Carlsbad, CA) and purified further using the Rneasy Mini Kit (Invitrogen). Five micrograms of total RNA was used for the synthesis of labeled target in the Center for Genomic and Proteomics, Brown Medical School. Briefly, RNA was reverse-transcribed into cDNA using the Superscript Double Stranded cDNA Synthesis Kit (Invitrogen) with a T7-(dT)24 oligomer to prime the first-strand synthesis. DNA polymerase and DNA ligase were included in the synthesis of the second strand. After phase lock gel phenol/chloroform cDNA extraction and ethanol precipitation, conversion of double-stranded cDNA into biotin-labeled cRNA was accomplished using the BioArray High Yield RNA Transcript Labeling kit (T7) (Enzo Diagnostics, Farmingdale, NY) according to the manufacturer's instructions. Following in vitro transcription reactions purification and RNA cleanup, fragmentation of the labeled cRNA for target preparation was done according to the Affymetrix GeneChip Expression Analysis Protocol. After hybridization cocktails preparation, the Affymetrix rat E230A GeneChip array was hybridized with the fragmented labeled cRNA for 16 h at 45°C as described in the Affymetrix Technical Analysis Manual. GeneChip arrays were then loaded into the Affymetrix GeneChip Fluidics Station 400 for washing and staining, following the appropriate Affymetrix fluidics protocol. GeneChips were then scanned using the Agilent Technologies G2500A GeneArray Scanner (Agilent Technologies, Palo Alto, CA).
Microarray data analysis.
Prior to analysis, data generated from the six hybridizations (three pairs from control and strain samples, using different litters for each pair) were processed using Microarray Suite software, version 5.0, to yield signal values. These expression values were calculated from the combined, background-adjusted “perfect match” and “mismatch” for each probe set, using a statistical algorithm described in Affymetrix Statistical Manual. Hybridization data have been submitted to the National Center for Biotechnology Information (NCBI) Gene Expression Omnibus database (GEO) (http://www.ncbi.nlm.nih.gov/geo) with GEO accession number GSE3541. To allow for comparison of signal intensity across arrays, the data were first normalized by adjusting expression values according to average percentiles (quantile normalization). In addition, to reduce noise, certain genes were eliminated from subsequent analysis, including those with low expression levels (<200 on all chips), genes with invariant changes [(control − strain) in absolute value <50 of all three pairs] and genes with contradictory changes of direction during the repeated experiments. In total, around 75% of genes were filtered, leaving 2030 genes for further analysis.
To identify fetal type II cell genes that were differentially expressed in response to mechanical strain, the SAM statistical method (14) was used. In SAM analysis, each gene is assigned a numerical score (d) that is derived from the change in gene expression relative to the SD of repeated measurements across data sets. For genes with score greater than an adjustable threshold, SAM uses permutations of the repeated measurements to estimate the percentage of genes identified by chance, the False Discovery Rate. SAM analysis was performed on paired, unlogged data with eight blocked permutations. As an additional control, a fold change cutoff value of 1.5 was selected.
Validation of gene expression changes by real-time PCR.
Real-time PCR (qRT-PCR) was performed on 12 genes to verify microarray results. Predesigned TaqMan primers were purchased from Assays-on-Demand Gene Expression Products (Applied Biosystems, Foster City, CA). Standard curves were generated for each primer set and housekeeping gene 18S ribosomal RNA. Linear regression revealed efficiencies between 96 and 99%. Therefore, fold expressions of strained samples relative to controls were calculated using the ΔΔCT method for relative quantification (RQ). Samples were normalized to the 18S rRNA. No differences in RQ values for 18S were found between control and strain samples. Three micrograms of total RNA extracted from strained and control E19 type II cells were reverse-transcribed into cDNA using the ¡Script cDNA Synthesis Kit (Bio-Rad, Hercules, CA) according to the manufacturer's instructions. To amplify the cDNA by qRT-PCR, 5 μL of the resulting cDNA were added to a mixture of 25 μL of TaqMan Universal PCR Master Mix (Applied Biosystems) and 2.5 μL of 20× Assays-on-Demand Gene Expression Assay Mix containing forward and reverse primers and TaqMan-labeled probe (Applied Biosystems). The reactions were performed in an ABI Prism 7000 Sequence Detection System (Applied Biosystems). All assays were performed in triplicate.
Statistical analysis.
Paired t test was used to compare RQ values obtained from qRT-PCR from E19 type II epithelial cells exposed or not to mechanical strain for 16 h. A level of p < 0.05 was considered significant.
RESULTS
Data normalization and SAM analysis.
Before statistical analysis, raw data were normalized. Normalization removes nonbiological systematic variations across chips. Figure 1A shows box plots of the six arrays (three pairs of control and strain samples) before and after quantile normalization, side by side. Before normalization, the second and fourth arrays showed slightly longer range of expressions (stretched boxes) than the others. Normalization scaled the data, so the medians, quartiles, and range were now equal for all six arrays. Figure 1B shows bivariate plots of control and strain for non-normalized and normalized expressions. The data points cluster around the 45 degree line, indicating that most genes are expressed at similar levels in both groups. After the data were normalized and filtered, SAM statistical software was used to identify genes in which their expression levels differed significantly between control and strain samples. Using a threshold value of 0.735, we identified 92 genes (63 up-regulated and 29 down-regulated) out of 2030 to be differentially expressed by 1.5-fold or greater in E19 type II cells exposed to mechanical strain. The false discovery rate was 11.9% (Fig. 2). These genes are listed in Tables 1 and 2, along with their output scores, fold change, and q values, and ordered by their functions.
The results of some of the genes potentially relevant to fetal lung development are discussed below according to their functional categories.
Mechanical strain of fetal type II cells regulates the expression of genes related to amino acid transport and synthesis.
Microarray analysis identified a group of genes related to amino acid transport and amino acid synthesis significantly increased by strain. The cationic amino acid transporters y+ system, solute carrier family 7, member 1 (Slc7a1) and solute carrier family 7, member 3 (Slc7a3) (l-arginine and l-lysine transport) increased by 1.72- and 2-fold, respectively. Solute carrier family 6, member 9 (Slc6a9), involved in glycine transport, increased by 1.74-fold. Similarly, Slc7a5 (tumor-associated protein 1), another cationic amino acid transporter highly expressed during liver development (15) increased by 2-fold (Table 1). The up-regulation of these genes by strain was confirmed by qRT-PCR (Fig. 3). Slc3a2, a dibasic and neutral amino acid transporter that increased after 16 h of strain by microarray analysis did not change by qRT-PCR (Fig. 3).
Our studies also revealed strain-mediated up-regulation of genes involved in l-serine biosynthesis, including 3-phosphoglycerate dehydrogenase (Phgdh) (1.69-fold), phosphoserine aminotransferase (Psat1) (1.67-fold), and phosphoserine phosphatase (Psph) (1.7-fold). Likewise, cysteinyl-tRNA synthetase (Cars, cysteine biosynthesis) increased by 1.8-fold and asparagine synthetase (Asns, asparagine biosynthesis) increased by 1.85-fold (Table 1). Microarray results were confirmed by qRT-PCR (Fig. 4). Taken together, these studies demonstrate that mechanical strain is a potent stimulus for induction of amino acid transporter and amino acid synthesis genes in fetal lung type II epithelial cells.
Mechanical strain modulates sodium transport across the type II cell membrane.
In the current study, E19 fetal type II epithelial cells exposed to mechanical strain for 16 h showed up-regulation of the sodium channel nonvoltage-gated, type I, alpha polypeptide (Scnn1a) gene by 2.1-fold (Table 1). This amiloride-sensitive epithelial sodium channel (ENaC) gene modulates Na+ transport across the cell membrane and is critical to facilitate lung fluid reabsorption around birth (16). These results were validated by qRT-PCR (Fig. 5). Another ion transport gene, solute carrier family 19, member 1 (Slc19a1), involved in Na+/H+ exchanger and folate transport, up-regulated by microarray analysis could not be confirmed by qRT-PCR (Fig. 5).
Other genes differentially expressed by mechanical strain of fetal type II epithelial cells.
SAM analysis identified genes induced by strain that participate in the Wnt/β-catenin signaling pathway, including Fos-like antigen 1 (Fosl1), a transcription factor of the fos-related family genes (by 1.65-fold) and the seven in absentia 2 gene (sina), required for eye development in Drosophila (by 1.83-fold) (17).
Tissue remodeling by programmed cell death or apoptosis is important for normal lung morphogenesis (18). Our data show that mechanical strain differentially expresses genes involved in apoptosis, including ubiquitin-like domain member 1 (3.1-fold), DNA-damage inducible transcript 3 (1.87-fold), heme oxygenase 1 (1.87-fold), and transglutaminase 2 (0.57-fold) (Tables 1 and 2).
Several other genes participating in metabolism (bilirubin conjugation, nucleotide and nucleic acid metabolism, methyltransferase activity, gluconeogenesis, cholesterol biosynthesis, proteolysis), signaling (MAPK activation, protein phosphorylation and dephosphorylation, calcium signaling, G-protein-coupled receptor, Ras GTPase, zinc ion binding), transcription and translation, electron transport, extracellular matrix/cytoskeleton, and so on, were also modulated by mechanical forces (Tables 1 and 2).
DISCUSSION
Although mechanical forces are critical for normal lung development, the mechanisms regulating this process remain to be defined. In the current study, we used DNA microarray technology to assess changes in gene expression of E19 fetal type II epithelial cells exposed to mechanical strain. Our results demonstrate 92 genes that were differentially expressed in response to mechanical forces. Among them, we identified a group of genes not previously described to be modulated by force, including genes related to amino acid transporter, amino acid synthesis and sodium transport across the membrane.
Amino acids are involved in biosynthetic pathways and are essential for metabolic processes (19). They do not permeate cell membranes without specialized transport system carriers. The present study identifies two members (Slc7a1 and Slc7a3) of the arginine transporters activated by strain. l-arginine is a necessary precursor for protein and creatinine biosynthesis and plays a critical role in regulating nitrogen balance. l-arginine is metabolized to nitric oxide (NO) and l-citrulline (20). Cyclic strain, inflammatory mediators, growth factors and lysophosphatidylcholine stimulate l-arginine transport in vascular smooth muscle cells (21,22). The significance of our findings in fetal lung development needs to be determined. Strain-induced up-regulation of genes modulating l-arginine transport may be important for fetal type II cell protein synthesis and/or for NO production. NO regulates not only pulmonary vascular tone during the perinatal transition but also promotes branching morphogenesis (23), angiogenesis (24), and alveolarization (25). NO is a downstream effector of vascular endothelial growth factor (VEGF). Recent studies indicate that VEGF is essential for normal pulmonary parenchymal development (26). In addition, VEGF is expressed in distal lung epithelial cells and its mRNA and protein levels are increased by mechanical forces (27). These studies support a role for VEGF-NO as an autocrine/paracrine regulator of lung development. In this context, mechanical forces may stimulate fetal lung development by promoting the uptake of l-arginine necessary for NO synthesis.
The biologic role of amino acid transporters during lung development is currently unknown. It has been postulated that apical transepithelial amino acid transporters may play important roles in protein removal from the alveolar space to prevent airway obstruction and bacterial overgrowth in adult lungs (28). However, based on the low protein concentration present in the lumen of the fetal lung, it is unlikely that these transporters are localized on the apical membrane of the fetal type II cells. We hypothesize instead they are present on the basolateral surface to uptake amino acids from bloodstream or surrounding interstitial space required for signaling pathways and protein synthesis.
Although maintenance of a constant transpulmonary pressure in the lumen of the fetal lung by epithelial fluid secretion is essential for normal lung development, reabsorption of these fluids during labor and soon after birth is also critical to survive in an air-breathing environment (29). The critical role of ENaC in alveolar fluid homeostasis has been highlighted by the fact that newborn α-ENaC knockout mice died shortly after birth, primarily from failure to clear their lungs of fluid (16). ENaC subunits are differentially regulated during lung development. The α-ENaC subunit is initially detected in E19 fetal rat type II cells whereas β- and γ-subunits are predominantly expressed after birth (30). Dexamethasone induces α-subunit mRNA expression only during the canalicular stage of lung development (E19). This gestational age correlates with an increase in endogenous fetal corticosteroids levels, suggesting that perinatal expression of α-ENaC is, at least in part, regulated by corticosteroids (30). Our data provide evidence that mechanical strain may also modulate α-ENaC expression to prepare the fetal lung for fluid reabsorption during labor.
Our study has the limitations inherent to an in vitro experimental system in which E19 type II cells are isolated from their environment. Furthermore, cultured type II epithelial cells have been shown to express different phenotype than freshly isolated type II cells (31). Therefore, our results should be interpreted cautiously. Another potential caveat is that experiments were performed at only one time-point following mechanical strain (16 h). Previous microarray studies (9) have shown that induction of gene expression by mechanical forces changes overtime. Thus, we may have missed other genes differentially modulated by strain. Nevertheless, this investigation has identified genes not previously recognized to be induced by force in fetal type II cells.
The present investigations are consistent with previous genome-wide experiments (11,12,32) demonstrating that mechanical strain is a potent stimulus to modulate genes related to apoptosis, cell signaling, transcription, oxidation, extracellular matrix remodeling, and so on. However, our distinct results may be explained by differences in the experimental model system used, type of cells and distension pressure protocol.
In summary, using microarray analysis we have found genes whose expression levels are influenced by mechanical strain. In particular, we have detected genes related to amino acid transporter, amino acid synthesis, and epithelial sodium channel up-regulated by strain. Based on the critical role played by mechanical forces in lung development, the information derived from these experiments may provide further knowledge in understanding the complex interactions between mechanical forces and fetal type II epithelial cells. Characterization of the biologic function of these genes will be an important focus of future studies, which may have an impact on clinical conditions where lung development is impaired, such as extreme prematurity and pulmonary hypoplasia.
Abbreviations
- ENaC:
-
amiloride-sensitive epithelial sodium channel
- qRT-PCR:
-
quantitative real-time PCR
- SAM:
-
Significance Analysis of Microarrays
References
Hooper SB, Wallace MJ 2004 Role of physical, endocrine and growth factors in lung development.Harding R, Pinkerton KE, Plopper CG The Lung: Development, Aging, and the Environment. Elsevier Academic Press London UK 131–148
Joe P, Wallen LD, Chapin CJ, Lee CH, Allen L, Han VK, Dobbs LG, Hawgood S, Kitterman JA 1997 Effects of mechanical factors on growth and maturation of the lung in fetal sheep. Am J Physiol 272: L95–L105
Wirtz HR, Dobbs LG 2000 The effects of mechanical forces on lung functions. Respir Physiol 119: 1–17
Liu M, Post M 2000 Invited review: mechanochemical signal transduction in the fetal lung. J Appl Physiol 89: 2078–2084
Sanchez-Esteban J, Cicchiello LA, Wang Y, Tsai SW, Williams LK, Torday JS, Rubin LP 2001 Mechanical stretch promotes alveolar epithelial type II cell differentiation. J Appl Physiol 91: 589–595
Sanchez-Esteban J, Wang Y, Filardo EJ, Rubin LP, Ingber DE 2006 Integrins β1, α6, and α3 contribute to mechanical strain-induced differentiation of fetal lung type II epithelial cells via distinct mechanisms. Am J Physiol Lung Cell Mol Physiol 290: L343–L350
Sanchez-Esteban J, Tsai SW, Sang J, Qin J, Torday JS, Rubin LP 1998 Effects of mechanical forces on lung-specific gene expression. Am J Med Sci 316: 200–204
Sanchez-Esteban J, Wang Y, Gruppuso PA, Rubin LP 2004 Mechanical stretch induces fetal type II cell differentiation via an epidermal growth factor receptor-extracellular-regulated protein kinase signaling pathway. Am J Respir Cell Mol Biol 30: 76–83
Chen BP, Li YS, Zhao Y, Chen KD, Li S, Lao J, Yuan S, Shyy JY, Chien S 2001 DNA microarray analysis of gene expression in endothelial cells in response to 24-h shear stress. Physiol Genomics 7: 55–63
Adam RM, Eaton SH, Estrada C, Nimgaonkar A, Shih SC, Smith LE, Kohane IS, Bagli D, Freeman MR 2004 Mechanical stretch is a highly selective regulator of gene expression in human bladder smooth muscle cells. Physiol Genomics 20: 36–44
dos Santos CC, Han B, Andrade CF, Bai X, Uhlig S, Hubmayr R, Tsang M, Lodyga M, Keshavjee S, Slutsky AS, Liu M 2004 DNA microarray analysis of gene expression in alveolar epithelial cells in response to TNFalpha, LPS, and cyclic stretch. Physiol Genomics 19: 331–342
Chess PR, O'Reilly MA, Toia L 2004 Macroarray analysis reveals a strain-induced oxidant response in pulmonary epithelial cells. Exp Lung Res 30: 739–753
Patrick J, Natale R, Richardson B 1978 Patterns of human fetal breathing activity at 34 to 35 weeks' gestational age. Am J Obstet Gynecol 132: 507–513
Tusher VG, Tibshirani R, Chu G 2001 Significance analysis of microarrays applied to the ionizing radiation response. Proc Natl Acad Sci U S A 98: 5116–5121
Padbury JF, Diah SK, McGonnigal B, Miller C, Fugere C, Kuzniar M, Thompson NL 2004 Transcriptional regulation of the LAT-1/CD98 light chain. Biochem Biophys Res Commun 318: 529–534
Hummler E, Barker P, Gatzy J, Beermann F, Verdumo C, Schmidt A, Boucher R, Rossier BC 1996 Early death due to defective neonatal lung liquid clearance in alpha-ENaC-deficient mice. Nat Genet 12: 325–328
Carthew RW, Rubin GM 1990 Seven in absentia, a gene required for specification of R7 cell fate in the Drosophila eye. Cell 63: 561–577
Scavo LM, Ertsey R, Chapin CJ, Allen L, Kitterman JA 1998 Apoptosis in the development of rat and human fetal lungs. Am J Respir Cell Mol Biol 18: 21–31
Christensen HN 1990 Role of amino acid transport and countertransport in nutrition and metabolism. Physiol Rev 70: 43–77
Durante W, Liao L, Reyna SV, Peyton KJ, Schafer AI 2000 Physiological cyclic stretch directs L-arginine transport and metabolism to collagen synthesis in vascular smooth muscle. FASEB J 14: 1775–1783
Gill DJ, Low BC, Grigor MR 1996 Interleukin-1 beta and tumor necrosis factor-alpha stimulate the cat-2 gene of the L-arginine transporter in cultured vascular smooth muscle cells. J Biol Chem 271: 11280–11283
Hattori Y, Kasai K, Gross SS 1999 Cationic amino acid transporter gene expression in cultured vascular smooth muscle cells and in rats. Am J Physiol 276: H2020–H2028
Young SL, Evans K, Eu JP 2002 Nitric oxide modulates branching morphogenesis in fetal rat lung explants. Am J Physiol Lung Cell Mol Physiol 282: L379–L385
Ferrara N 2001 Role of vascular endothelial growth factor in regulation of physiological angiogenesis. Am J Physiol Cell Physiol 280: C1358–C1366
Balasubramaniam V, Tang JR, Maxey A, Plopper CG, Abman SH 2003 Mild hypoxia impairs alveolarization in the endothelial nitric oxide synthase-deficient mouse. Am J Physiol Lung Cell Mol Physiol 284: L964–L971
Jakkula M, Le Cras TD, Gebb S, Hirth KP, Tuder RM, Voelkel NF, Abman SH 2000 Inhibition of angiogenesis decreases alveolarization in the developing rat lung. Am J Physiol Lung Cell Mol Physiol 279: L600–L607
Hara A, Chapin CJ, Ertsey R, Kitterman JA 2005 Changes in fetal lung distension alter expression of vascular endothelial growth factor and its isoforms in developing rat lung. Pediatr Res 58: 30–37
Mager S, Sloan J 2003 Possible role of amino acids, peptides, and sugar transporter in protein removal and innate lung defense. Eur J Pharmacol 479: 263–267
Olver RE, Walters DV, Wilson SM 2004 Developmental regulation of lung liquid transport. Annu Rev Physiol 66: 77–101
Tchepichev S, Ueda J, Canessa C, Rossier BC, O'Brodovich H 1995 Lung epithelial Na channel subunits are differentially regulated during development and by steroids. Am J Physiol 269: C805–C812
Gonzalez R, Yang YH, Griffin C, Allen L, Tigue Z, Dobbs L 2005 Freshly isolated rat alveolar type I cells, type II cells, and cultured type II cells have distinct molecular phenotypes. Am J Physiol Lung Cell Mol Physiol 288: L179–L189
Sozo F, Wallace MJ, Zahra VA, Filby CE, Hooper SB 2006 Gene expression profiling during increased fetal lung expansion identifies genes likely to regulate development of the distal airways. Physiol Genomics 24: 105–113
Acknowledgements
The authors thank Brenda Vecchio for manuscript preparation and Carl P. Simkevich, Ph.D., for help with the microarray experiments.
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This work was supported by National Institutes of Health grants RR018728 and RR015578. J.S.-E. is a Parker B. Francis Fellow in Pulmonary Research.
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Wang, Y., Maciejewski, B., Weissmann, G. et al. DNA Microarray Reveals Novel Genes Induced by Mechanical Forces in Fetal Lung Type II Epithelial Cells. Pediatr Res 60, 118–124 (2006). https://doi.org/10.1203/01.pdr.0000227479.73003.b5
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DOI: https://doi.org/10.1203/01.pdr.0000227479.73003.b5