In mammalian cells changes in intracellular pH (pHi), which are predominantly controlled by activity of plasma membrane ion exchangers, regulate a diverse range of normal and pathological cellular processes. How changes in pHi affect distinct cellular processes has primarily been determined by evaluating protein activities and we know little about how pHi regulates gene expression.
A global profile of genes regulated in mammalian fibroblasts by decreased pHi induced by impaired activity of the plasma membrane Na-H exchanger NHE1 was characterized by using cDNA microarrays. Analysis of selected genes by quantitative RT-PCR, TaqMan, and immunoblot analyses confirmed results obtained from cDNA arrays. Consistent with established roles of pHi and NHE1 activity in cell proliferation and oncogenic transformation, grouping regulated genes into functional categories and biological pathways indicated a predominant number of genes with altered expression were associated with growth factor signaling, oncogenesis, and cell cycle progression.
A comprehensive analysis of genes selectively regulated by pHi provides insight on candidate targets that might mediate established effects of pHi on a number of normal and pathological cell functions.
Intracellular pH (pHi) homeostasis is exquisitely controlled. Variations in pHi both reflect and determine changes in a number of cellular processes, including adhesion, proliferation, metabolism, and programmed cell death. How pHi responds to and regulates distinct cellular processes has primarily been determined by evaluating protein activities. Although effects of pHi on gene expression have been determined in yeast [
In metazoan cells pHi homeostasis is maintained by a number of H+ translocating mechanisms, primarily localized at the plasma membrane. In mammalian fibroblasts, a predominant regulator of pHi is the Na-H exchanger, NHE1. NHE1 is an H+ extruder, catalyzing an electroneutral exchange of extracellular Na+ for intracellular H+ and regulating pHi and cell volume homeostasis. NHE1 activity is increased in response to growth factors and oncogenes [
In this study we used cDNA microarray analysis to determine changes in steady-state gene expression in fibroblasts stably a mutant NHE1 lacking ion translocation activity compared with fibroblasts stably expressing wild-type NHE1. Consistent with a role for NHE1 in cell growth regulation, the unbiased microarray analysis indicated that in the absence of NHE1 activity there are significant changes in the expression pattern of genes related to growth factor signaling, growth and oncogenesis, and DNA synthesis and cell cycle control.
Recent evidence indicates that in addition to the function of NHE1 in ion translocation and pHi homeostasis, the exchanger also acts as a scaffold to assemble signaling complexes and as a plasma membrane anchor for the actin-based cytoskeleton [
For DNA microarray analysis, significant regulation of genes in LAPE cells compared with LAPN cells was defined as a fold change > 1.5 with a p value of < 0.05 from five independent cell preparations and microarray hybridizations. Of the 6,500 probe sets, 198 or 3.05% were significantly different in LAPE cells. Two widely used approaches to analyze DNA microarray data include hierarchial clustering of genes with similar expression patterns [
Differential Gene Expression in LAPE Cells Relative to LAPN Cells
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| phospholipase C gamma 1 | W65065 | 4.1 |
| uPAR | X62701 | 3.5 |
| MDK1 (neuronal tyrosine kinase receptor) | X79082 | 3.2 |
| FGF-6 | M92416 | 3.1 |
| TC21 ras-like protein | W91283 | 3.1 |
| tyrosine kinase SEK receptor precursor | W53668 | 3.0 |
| GC Binding Protein | Z36270 | 3.0 |
| FGFR-4 | X59927 | 2.9 |
| casein kinase II alpha | AA153726 | 2.8 |
| FYN tyrosine protein kinase | W35964 | 2.6 |
| ERK2 | W51403 | 2.5 |
| PIP5KII | P48426 | 2.5 |
| P2X purinoceptor 3 (ATP receptor) | AA050453 | 2.3 |
| IRG47 GTP binding-protein | M63630 | 2.3 |
| p120GAP | P09851 | 2.2 |
| PDGF/VEGF member | X99572 | 2.1 |
| FGF-4 | X14849 | 2.0 |
| CAP adenylyl cyclase-associated protein | L12367 | 2.0 |
| N-ras | X13664 | 1.9 |
| protein-tyrosine phosphatase epsilon precursor | U35368 | 1.7 |
| guanine nucleotide binding protein G(K) alpha | W64628 | 1.6 |
| brain-derived neurotrophic factor | X55573 | 1.6 |
| Grg1 groucho-related gene 1 protein | U61362 | 1.5 |
| SOS 2 (ras GEF) | Z11664 | 1.5 |
| proteinase activated receptor 2, PAR2 | Z48043 | -1.8 |
| receptor of activated protein kinase C (RACK1) | AA024231 | -1.8 |
| PAK p21-activated kinase | AA117286 | -2.0 |
| guanine nucleotide binding protein gamma-7 | W64628 | -2.1 |
| ERF1 EGF-response factor 1 | W33538 | -2.3 |
| Fgd1 (faciogenital dysplasis) (Cdc42 GEF) | U22325 | -2.7 |
| 5-HT5B serotonin receptor | X69867 | -2.7 |
| chemokine receptor type 4 | P70658 | -2.7 |
| A-raf | AA104043 | -3.4 |
| FGF-7 | Z22703 | -3.5 |
| GRK5 | W36620 | -3.7 |
| Emr1 receptor (EGF-7 TM family) | U66890 | -4.3 |
| gliostatin (PD-ECGF) | AA008687 | -5.9 |
| MAPKK 3 | W29331 | -8.2 |
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| semaphorin E | X85994 | 5.0 |
| Evi-1 proto-oncogene | X54989 | 3.1 |
| interferon-inducible protein 9–27 | P13164 | 2.5 |
| testis-specific c-abl protein | J02995 | 2.5 |
| MAF proto-oncogene | W77346 | 2.3 |
| MUC18 melanoma-associated antigen | AA088962 | 2.3 |
| B94 TNF-α-induced early response gene | L24118 | 2.1 |
| calpactin I light chain | M16465 | 2.1 |
| Fra 1 | U34245 | 2.0 |
| cell division protein FTSH homolog | AA014057 | 1.9 |
| ALL-1 zinc finger protein HRX | W62585 | 1.9 |
| LAF-4 lymphoid nuclear protein | U34361 | 1.7 |
| calpactin I heavy chain | D10024 | 1.6 |
| insulin-induced growth response protein CL-6 | AA030483 | 1.5 |
| mage-like protein | W51344 | -1.9 |
| TRAF4 | X92346 | -2.1 |
| rearranged mutant c-myb gene | M13990 | -2.1 |
| Ing1 | AF177757 | -2.2 |
| Fra 2 | P15408 | -2.8 |
| ERV1 | AA034842 | -2.9 |
| MAGE-11 | W51344 | -3.4 |
| MCF2 Dbl proto-oncogene | W98059 | -4.0 |
| HSP 90 alpha | AA117183 | -9.1 |
| membrane glycoprotein | Z22552 | -10.7 |
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| GADD153 | X67083 | 45.7 |
| wee1 kinase | D30743 | 2.3 |
| RAD54 DNA-repair gene | X97796 | 1.9 |
| 14-3-3 protein tau/theta | W61758 | 1.7 |
| G1/S-specific cyclin D1 | P25322 | 1.7 |
| cell division-associated protein BIMB. | AA165880 | -1.5 |
| proliferating-cell nuclear antigen | AA088121 | -1.7 |
| CKS-2 cyclin-dep kinases regulatory subunit 2 | X54942 | -1.8 |
| GADD45 | AA138777 | -2.1 |
| gas1 | X65128 | -2.5 |
| SKCDC25 | Q02342 | -4.1 |
| FLAP endonuclease-1; FEN-1 | AA072149 | -7.5 |
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| clip 170 (restin) | W13214 | 4.2 |
| septin 2 (NEDD5 PROTEIN) | W51490 | 3.6 |
| KIF4 kinesin-like protein | AA109999 | 3.4 |
| neuraxin | AA048974 | 2.1 |
| kinesin light chain 1 | W81858 | 2.1 |
| axonemal dynein heavy chain | Z83815 | 1.9 |
| septin 4 (BRAIN PROTEIN H5) | AA020101 | 1.8 |
| gelsolin | J04953 | 1.7 |
| myosin regulatory light chain 2, smooth muscle isoform | W18383 | -4.5 |
| NF2 neurofibromatosis type 2 isoform I | X74671 | -5.7 |
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| mast cell protease 5 precursor | AA032912 | 6.3 |
| osteopontin | X51834 | 2.3 |
| neural cell adhesion molecule (NCAM-140) | X07233 | 2.1 |
| anti-von Willebrand factor antibody NMC-4 kappa chain | U90238 | 2.1 |
| inter-alpha-inhibitor H2 | X70392 | 2.0 |
| galectin-3 | P16110 | 1.8 |
| extensin precursor | W75015 | 1.7 |
| E-selectin ligand-1 (ESL-1) | X84037 | -1.6 |
| microfibril associated glycoprotein precursor (MAGP) | W08049 | -1.8 |
| integrin beta-5 subunit precursor | W14823 | -2.0 |
| lectin lambda | U56734 | -3.3 |
| type IV collagenase | Z27231 | -26.0 |
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| CMP-sialic acid transporter | Z71268 | 2.5 |
| V-ATPase A | U13837 | 2.2 |
| AKR voltage-gated potassium-channel (KCNA4) | U03723 | 2.1 |
| potassium channel protein NGK2 | Y07521 | 2.0 |
| glucose transporter type 4 insulin-responsive (GT2) | M23383 | -4.0 |
| synaptic vesicle amine transporter | AA166512 | -7.1 |
| V-ATPase E | W50167 | -10.4 |
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| histone H3.1 | X16496 | 6.2 |
| retinoic acid-binding protein | X51715 | 3.7 |
| HNF-3/Forkhead homolog II | Q61575 | 3.2 |
| transcription regulatory protein MCP-1 (POU 1) | D13801 | 3.0 |
| NfiA2-protein (nuclear factor 1) | Y07691 | 1.8 |
| transcription factor C1 | U53925 | -1.5 |
| GATA-6 | U51335 | -1.6 |
| zinc finger protein 91 | Q05481 | -1.9 |
| winged-helix gene, htlf | Y12656 | -2.2 |
| C/EBP delta | X61800 | -2.5 |
| retinoid X receptor-beta | X66224 | -2.9 |
| HLX homeo box protein | X58250 | -3.8 |
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| myoblast cell surface antigen | W98426 | 5.6 |
| activator 1 37 KD subunit | W85565 | 3.6 |
| RNA polymerase II large subunit | M12130 | 3.0 |
| DNA-directed RNA polymerase III largest subunit | W54015 | 3.0 |
| uridylate kinase | AA114781 | 1.8 |
| U1RNA-associated 70-kDa protein | X15769 | -1.6 |
| U6 snRNA-associated protein | W34985 | -3.3 |
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| eukaryotic peptide chain releasing factor GTP-binding subunit | AA105072 | 2.5 |
| putative ATP-dependent RNA helicase PL10 | AA125293 | 2.4 |
| 40S ribosomal protein S10 | W13807 | 2.1 |
| tryptophanyl-tRNA synthetase | AA051240 | 1.8 |
| ubiquitin carboxyl-terminal hydrolase (protease 4) | W50538 | 1.6 |
| ribosomal protein L32 | K02060 | -1.8 |
| elongation factor TS (forms complex with EF-tu) | W70475 | -1.9 |
| ubiquitin carboxyl-terminal hydrolase (protease 8) | AA087408 | -2.4 |
| elongation factor 2 (EF-2) | P05086 | -2.6 |
| phenylalanine – tRNA synthetase | AA020069 | -3.8 |
| threonyl-tRNA synthetase | AA051240 | -4.5 |
| elongation factor TU | AA088054 | -5.4 |
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| glutathione peroxidase | AA038094 | 2.9 |
| thioredoxin-dependent peroxide reductase 2 | W85659 | 1.6 |
| superoxide dismutase 3 (SOD3) | X84940 | -1.5 |
| thioredoxin-dependent peroxide reductase 1 | W88176 | -2.1 |
| glutathione S-transferase, GSTT1 | X98055 | -3.2 |
| 24p3 lipocalin | X81627 | -23.7 |
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| pyruvate kinase M2 | AA168931 | 3.8 |
| hexokinase | P24049 | 2.4 |
| phosphofructose kinase-2 | P70265 | 2.3 |
| acetyl-Coenzyme A acetyltransferase 2 | BC000408 | -1.8 |
| Ldh-2 | X51905 | -1.9 |
| ERV1 | AA034842 | -2.9 |
| galactokinase 2 | AA145750 | -2.9 |
| citrate transport protein | AA108822 | -2.9 |
| phosphorylase B kinase gamma catalytic subunit | AA015461 | -3.7 |
| fructose-1,6-bisphosphatase | P19112 | -4.0 |
| lactate dehydrogenase | P00338 | -4.0 |
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| ATP synthase (subunit D) | P31399 | 6.4 |
| NADH-ubiquinone oxidoreductase (complex I) | BC002772 | 2.3 |
| cytochrome C oxidase VIa | U08439 | 2.2 |
| ATP synthase P1precursor (subunit C) | W16250 | 2.0 |
| ATP synthase (subunit A) | W49135 | 1.8 |
| mitochondrial inner membrane protease subunit 1 | AA009014 | -1.5 |
| cytochrome P450IIIA | D26137 | -3.9 |
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| beta adaptin | P21851 | 1.9 |
| rab10 | AA119194 | 1.5 |
| rab8 | P22128 | 3.3 |
| rab11b | L26528 | -1.5 |
| BRAIN PROTEIN I47(similar to yeast SEC 17) | W55684 | -1.7 |
| PROTEIN TRANSPORT PROTEIN SEC22 | AA023107 | -1.8 |
| SYNAPTOBREVIN 2 | AA072236 | -4.6 |
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| anti-DNA immunoglobulin heavy chain IgG | U55461 | 3.5 |
| immunoglobulin rearranged kappa chain | ET62056 | 3.4 |
| complement receptor type 2 precursor (CR2) | W98124 | 2.6 |
| thymocyte B cell antigen precursor | AA068606 | 2.3 |
| immunoglobulin alpha heavy chain | J00475 | 2.2 |
| interferon gamma receptor second chain | U69599 | 1.8 |
| pre-B cell enhancing factor precursor | W59723 | 1.8 |
| interferon beta type 2 | V00756 | 1.7 |
| anti-DNA immunoglobulin light chain IgG | U55604 | 1.6 |
| FK506-binding protein precursor (FKBP-13) | AA163272 | -1.5 |
| immunoglobulin light chain Fv-fragment | Y10941 | -2.3 |
| Ig 1B4.B5 heavy chain mRNA for mouse cytochrome c | ET61726 | -2.3 |
| immunoglobulin-like receptor PIRA1 | U96682 | -2.8 |
| CD10 neutral endopeptidase (pre-B cell differentiation) | M81591 | -3.1 |
| immunoglobulin variable region, heavy chain | X95878 | -3.3 |
| immune-responsive gene 1 (Irg1) | L38281 | -3.9 |
| anti-DNA immunoglobulin heavy chain IgG | U55550 | -4.1 |
| immunoglobulin light chain variable region | ET61272 | -7.8 |
| immunoglobulin heavy chain variable region | ET62261 | -8.2 |
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| parotid secretory protein | X01697 | 4.0 |
| amyloid-like protein 1 precursor | Q03157 | 4.0 |
| liver receptor homologous protein | M81385 | 1.7 |
| oncomodulin | Z48238 | -1.6 |
| tctex-1 | M25825 | -1.6 |
| beta-hydroxysteroid dehydrogenase type 2 | X90647 | -2.8 |
| C57BL/6J ob/ob haptoglobin | M96827 | -2.9 |
| angiotensin-converting enzyme | J04947 | -3.2 |
| Swiss Webster demilune cell-specific salivary gland protein | W15826 | -7.1 |
| neurexophilin 1 | U56651 | -7.8 |
The expression of a substantial number of genes encoding proteins related to growth factor/hormone signaling and growth and oncogenesis was altered in LAPE cells compared with LAPN cells. A schematic cascade of growth factor signaling indicates that a number of genes regulated in LAPE cells function in Ras-dependent signaling (Fig
Expression of a number of transcription factor genes acting downstream of growth factor signaling was also differentially regulated in LAPE cells compared with LAPN cells (Fig.
NHE1 activity has a permissive effect in promoting cell proliferation [
Consistent with LAPE cells having delayed G2/M entry and progression [
A global pattern of metabolic genes differentially regulated in LAPE cells would favor glycolysis and oxidative phosphorylation, possibly in response to reduced ATP (Fig.
Consistent with increased glycolysis and pyruvate production in LAPE cells, key enzymes favoring ATP production by electron transport and oxidative phosphorylation were increased (Fig.
cDNA array analysis indicated that loss of NHE1 activity in LAPE cells was associated with the regulation of a number of genes involved in cytoskeleton organization, cell adhesion, and extracellular matrix assembly. The regulation of several genes correlates with reported effects of NHE1 activity and pHi on cell shape determination [
Consistent with NHE1-dependent cell adhesion and migration, LAPE cells had a marked (~26-fold) decrease in type IV collagenase (MMP-9) expression, and zymography confirmed that activity of MMP-9, but not activity of MMP-4, was selectively decreased in LAPE cells compared with LAPN cells (Fig.
In summary, global profiling revealed genes regulated by loss of NHE1 activity and decreased pHi. A number of the differentially regulated genes involved in growth factor signaling, cell cycle progression, and cytoskeleton and extracellular matrix remodeling are consistent with previously established roles of NHE1 activity and pHi in mitogenic responses, cell proliferation, and tumor metastasis and invasion. In contrast, some genes, including those regulating carbohydrate metabolism and microtubule dynamics, have previously not been linked to NHE1 activity. An important future direction is to determine primary and secondary effects of gene regulation by NHE1 and of particular interest is whether promoters within the genes differentially regulated in LAPE cells are pH-responsive.
The generation of LAPN and LAPE cells was as previously described [
Total RNA was converted to double-stranded cDNA using the SuperScript Choice system (Gibco BRL), except that HPLC-purified T7-(dT)24 oliomer (5'-GGCCAGTGAATTGTAATACGACTCACTATAGGGAGGCGG – (dT)24) was used instead of the oligo (dT) or random primers provided with the SuperScript Choice kit. Double-stranded cDNA was collected by ethanol precipitation. Biotinylated cRNA was then generated from the cDNA by an in vitro transcription (IVT) reaction using the ENZO BioArray™ HighYield™ RNA Transcript Labeling Kit. IVT products (cRNA) were collected by using Qiagen's RNeasyR mini kit, then ethanol-precipitated and quantitated. The cRNA was fragmented by alkaline treatment and hybridized to a GeneChip probe array from Affymetrix (Santa Clara, CA). The Affymetrix murine oligonucleotide array (Mu11KSubB) is complementary to ~6,500 murine genes and expressed sequence tags (ESTs). Each gene or EST is represented on the array by 16 – 20 feature pairs. Each feature pair contains a 25-bp oligonucleotide sequence, which is either a perfect match to the gene or a single central-base hommomeric mismatch control.
Affymetrix GeneChip analysis was performed using standard procedures [
Proteins from total cell lysates were separated by SDS-PAGE as previously described [
Confirmation of GeneChip data was accomplished using TaqMan™ chemistry with the ABI 7700 Prism real-time PCR instrument (ABI, Foster City CA). Custom primers specific to the genes of interest were synthesized by Life Technologies and TaqMan™ probes for each gene were synthesized by Integrated DNA Technologies, Inc. The forward and reverse primers for mouse GADD153 (GenBank accession no. X67083) were 5'-GAAACGAAGAGGAAGAATCAAAAAC-3' and 5'-ATCTGGAGAGCGAGGGCTTT-3', respectively, and the probe was 5'-FAM/ACCCTGCGTCCCTAGCTTGGCTGAC/TAM-3', corresponding to an amplicon of 122 bp. The forward and reverse primers for mouse Wee1 kinase (GenBank accession no. NM_009516) were 5'-TTGCTCTTGCTCTCACAGTCGT-3' and 5'-TGGGAAAGCACTTGTGGGAT-3', respectively, and the probe was 5'-FAM/CCTTCCCAGAAATGGAGAGCACTGGC/TAM-3', corresponding to an amplicon of 118 bp. The forward and reverse primers for mouse Glut4 (GenBank accession no. NM_009204) were 5'-TGGCCATCTTCTCTGTGGGT-3' and 5'-ATTGGCTAGGCCCATGAGG-3', respectively, and the probe was 5'-FAM/TATGCTGGCCAACAATGTCTTGGCC/TAM-3', corresponding to an amplicon of 138 bp. The forward and reverse primers for mouse 24p3 (GenBank accession no. W13166) were 5'-GGCAGCTTTACGATGTACAGCA-3' and 5'-TCTGATCCAGTAGCGACAGCC-3', respectively, and the probe was 5'-FAM/CATCCTGGTCAGGGACCAGGACCAG/TAM-3', corresponding to an amplicon of 111 bp. For each gene, PCR was conducted in triplicate with 50 μl reaction volumes of 1x PCR buffer A (Applied Biosystems, Foster City, CA), 2.5 mM MgCl2, 0.4 μM each primer, 200 μM each dNTP, 100 nM probe and 0.025 u/μl Taq Gold (ABI, Foster City CA). For each experiment, a large master mix of the above components was made and aliquoted into each optical reaction tube. Each primer/probe set (5 – 10 μl) was then added, and PCR conducted using the following cycle parameters: 95°C 12 min × 1 cycle, (95°C 20 sec, 60°C 1 min) × 40 cycles. Data analysis was carried out using sequence detection software that calculates the threshold cycle (Ct) for each reaction which is used to quantitate the amount of starting template in the reaction. A difference in Ct values (ΔCt) was calculated for each gene by taking triplicate Ct values from three reactions and subtracting the mean Ct of the triplicates for the control gene, GAPDH, for each cDNA sample at the same concentration. An additional difference in Ct values (ΔCt) was calculated for each gene by taking the triplicate ΔCt values for each gene in the mutant LAPN1-E266I cells and subtracting the mean ΔCt of the triplicates for the wild-type LAPN cells. The relative expression levels were calculated as = 2 -ΔΔCt [
Relative quantitative RT-PCR was preformed using Quantu
Primer:Competimer ratio and 10uCi/ul [α-32P]dCTP for labeling. PCR was conducted using the following cycle parameters: (94°C 30 sec, 57°C 30 sec, 72°C 30 sec) × 21 cycles for CEBPδ and 19 cycles for calpactin I light chain. Empirically derived 18S Primer:Competimer ratios were 1:18 for CEBPδ and 2:8 for calpactin I light chain.
Activity of type IV collagenase (MMP9) was determined by zymography, as previously described [
Ezrin, radixin, moesin (ERM); Intracellular pH (pHi), Na-H exchanger type 1 (NHE1); NGAL (Neutrophil Gelatinase Associated Lipocalin); type IV collagenase (MMP-9).
LP participated in the design of the study, prepared and analyzed samples for array analysis, conducted analyses for protein and RNA expression, and performed the statistical analysis. DB conceived of the study, conducted analyses for protein expression, and participated in the design and coordination of the study. LP and DB prepared the manuscript.
We thank members of the Zena Werb laboratory at UCSF for assistance with zymography for MMP-9, and Lauren Ellis for help in preparing the manuscript. This work was supported by National Institutes of Health grant GM47413.