Exposure to the herbicide acetochlor alters thyroid hormone-dependent gene expression and metamorphosis in Xenopus laevis.A growing number of substances released into the environment disrupt normal endocrine mechanisms in a wide range of vertebrates. Little is known about the effects and identities of endocrine-disrupting chemicals (EDCs) that target thyroid hormone Thyroid hormone Any of the chemical messengers produced by the thyroid gland, including thyrocalcitonin, a polypeptide, and thyroxine and triiodothyronine, which are iodinated thyronines. See Hormone, Thyrocalcitonin, Thyroid gland, Thyroxine (TH) action, particularly at the cellular level. Frog tadpole metamorphosis depends completely on TH, which has led to the suggestion of a metamorphosis-based assay for screening potential EDCs. A major mechanism of TH action is the alteration of gene expression via hormone-bound nuclear receptors. To assess the gene expression profiles in the frog model, we designed a novel multispecies frog cDNA microarray. Recently, the preemergent herbicide acetochlor was shown to accelerate 3,5,3'-triiodothyronine ([T.sub.3])induced forelimb forelimb the front limb. forelimb paralysis see brachial paralysis. forelimb restraint hold restraint of a horse by holding a forelimb tightly flexed at the knee, either manually using an assistant, or by a tightly emergence and increase mRNA expression of thyroid hormone [beta] receptors in ranid tadpoles. Here we show that [T.sub.3]-induced metamorphosis of Xenopus laevis Xenopus laevis a toad used in the test of pregnancy in women. Called also African clawed toad. a species commonly used in the laboratory, is accelerated upon acute exposure to an environmentally relevant level of acetochlor. The morphologic changes observed are preceded by alterations in gene expression profiles detected in the tadpole tail, and the nature of these profiles suggest a novel mechanism of action for acetochlor. Key words: acetochlor, cDNA array, endocrine disruptor, gene expression, herbicides, metamorphosis, persistent organic pollutants, tadpoles, thyroid hormone, Xenopus laevis. Environ Health Perspect 110:1199-1205 (2002). [Online 7 October 2002] http://ehpnet1.niehs.nih.gov/docs/2002/110p1199-1205crump/abstract.html ********** Anuran metamorphosis is a rapid, complex postembryonic post·em·bry·on·ic adj. Following the embryonic stage of development. process in which the tadpole transforms into a juvenile frog. The dramatic structural and functional changes of larval larval 1. pertaining to larvae. 2. larvate. larval migrans see cutaneous and visceral larva migrans. tissues during metamorphosis depend completely on an elevation of endogenous thyroid hormones Thyroid Hormones Definition Thyroid hormones are artificially made hormones that make up for a lack of natural hormones produced by the thyroid gland. (TH), 3,5,3'-triiodothyronine ([T.sub.3]), and 3,5,3',5'-tetraiodothyronine ([T.sub.4]) (Gilbert et al. 1996; Shi 2000). The major mechanism of TH action involves hormone binding to nuclear TH receptors (TR[alpha] and TR[beta]), resulting in tissue-specific activation/repression of gene transcription Gene transcription The process by which genetic information is copied from DNA to RNA, resulting in a specific protein formation. Mentioned in: Gene Therapy (Helbing and Atkinson 1994; Helbing et al. 1992, 1996; Sachs et al. 2000; Shi 2000; Tata et al. 1993). Studies using subtractive sub·trac·tive adj. 1. Producing or involving subtraction. 2. Of or being a color produced by light passing through or reflecting off a colorant, such as a filter or pigment, that absorbs certain wavelengths and transmits or hybridization hybridization /hy·brid·iza·tion/ (hi?brid-i-za´shun) 1. crossbreeding; the act or process of producing hybrids. 2. molecular hybridization 3. have identified components of these genetic programs initiated during amphibian amphibian, in zoology amphibian, in zoology, cold-blooded vertebrate animal of the class Amphibia. There are three living orders of amphibians: the frogs and toads (order Anura, or Salientia), the salamanders and newts (order Urodela, or Caudata), and the metamorphosis. In Xenopus laevis, TH differentially affects the expression of 45 genes in the tail, 34 genes in the brain, and more than 120 genes in the limb within the first 48 hr of precocious metamorphosis (Brown et al. 1996; Buckbinder and Brown 1992; Denver et al. 1997; Wang and Brown 1993). With the development of DNA microarray technology, high throughput analysis of the expression profiles of hundreds to thousands of genes altered during metamorphosis is possible. The absolute requirement for TH action has led to the consideration of amphibian metamorphosis as a standardized method for screening potential endocrine-disrupting chemicals (EDCs), many of which are environmental contaminants (Crump 2001; De Vito et al. 1999; Hutchinson et al. 2000). Indeed, DNA microarrays have been used to detect genotoxic genotoxic /ge·no·tox·ic/ (je´no-tok?sik) damaging to DNA: pertaining to agents known to damage DNA, thereby causing mutations, which can result in cancer. ge·no·tox·ic adj. effects after exposure to chemical contaminants (Bartosiewicz et al. 2001; Custodia et al. 2001; Lobenhofer et al. 2001; Nuwaysir et al. 1999). The preemergent herbicide acetochlor [2-chloro-N-(ethoxy-methyl)-N-(2-ethyl-6-methylphenyl) acetamide a·cet·a·mide n. The crystalline amide of acetic acid, CH3CONH2, used as a solvent and wetting agent and in lacquers and explosives. ] is a persistent organic pollutant (POP) that can be detected in shallow ground water 1 year after field application, and there is evidence that it can act as an EDC EDC See: Export Development Corp. (Ashby et al. 1996; Barbash et al. 1999; Cheek et al. 1999a; Veldhoen and Helbing 2001; Wilson et al. 1996). Acetochlor was introduced in 1994, and its use in agriculture has increased approximately 32% measured as the number of pounds applied annually (from 1994 to 2000). The national area of application (crop acreage) has also risen by approximately 56% in the United States (Barbash et al. 1999; Service NAS (1) See network access server. (2) (Network Attached Storage) A specialized file server that connects to the network. A NAS device contains a slimmed-down operating system and a file system and processes only I/O requests by supporting the popular 2001). Concurrently, acetochlor concentrations in streams within the midwestern United States have been increasing and have reached a median concentration of approximately 2.7 nM (730 ng/L), with concentrations up to 10 nM (2.7 [micro]g/L) falling within the 80th percentile of sites sampled (Scribner et al. 2000). Acetochlor has been shown to accelerate [T.sub.3]-dependent metamorphosis in ranid species. In Rana pipiens, exposure to acetochlor during [T.sub.3]-induced metamorphosis resulted in reduced time to forelimb emergence (Cheek et al. 1999a). In R. catesbeiana, exposure to acetochlor increased [T.sub.3]-dependent expression of TR[beta] mRNA in tail fin tissue within 24 hr (Veldhoen and Helbing 2001). On the basis of these observations, we hypothesized that acetochlor may disrupt [T.sub.3]-dependent gene expression programs during metamorphosis of the pipid frog X. laevis. This frog species is used extensively as a laboratory model in developmental and toxicologic studies. Here we describe the development of a 420-gene cDNA array derived from known frog sequences and the use of this array to determine the effects of acetochlor on precocious metamorphosis of X. laevis. We show that acetochlor accelerates [T.sub.3]-induced metamorphosis within 72 hr and demonstrate that alterations in gene expression can be detected before overt morphologic change. Materials and Methods Test organisms. The care and treatment of animals used in this study were in accordance with the guidelines of the Animal Care Committee, University of Victoria. Premetamorphic X. laevis tadpoles [Nieuwkoop Faber (NF) stage 46; Nieuwkoop and Faber 1956] were purchased from Xenopus I, Inc. (Dexter, MN, USA) and maintained under natural lighting conditions in a 360-L all-glass flow-through aquarium containing charcoal-filtered municipal water at 22 [+ or -] 1[degrees]C. Tadpoles were fed Nutrafin flakes (Rolf C. Hagen Inc, Montreal, Quebec, Canada) daily. Chemicals used in animal exposures. [T.sub.3] and DMSO DMSO dimethyl sulfoxide. DMSO n. Dimethyl sulfoxide; a colorless hygroscopic liquid obtained from lignin, used as a penetrant to convey medications into the tissues. DMSO, n. were purchased from Sigma (St. Louis, MO, USA); methanol was purchased from J.T. Baker (Phillipsburg, NJ, USA); acetochlor was purchased from AccuStandard (New Haven, CT, USA); and tricaine methanesulfonate tricaine methanesulfonate the most commonly used anesthetic for fish. It is dissolved in water and enters into the systemic circulation via the gills, producing a general anesthesia. (MS-222) was purchased from Syndel Laboratories Ltd. (Vancouver, British Columbia, Canada). Chemical exposure conditions. Before exposure, test animals were acclimatized to laboratory conditions at 22 [+ or -] 1[degrees]C for 48 hr. During the acclimatization acclimatization Any of numerous gradual, long-term responses of an individual organism to changes in its environment. The responses are more or less habitual and reversible should conditions revert to an earlier state. and exposure periods, animals were not fed. We exposed 4-10 tadpoles, NF stage 52-54, in 1-2 L of preaerated, dechlorinated water. Dissolved oxygen, pH, temperature, and ammonia levels were measured, and all values fell within the accepted guidelines (ASTM ASTM abbr. American Society for Testing and Materials 2000). Chemical treatments included nominal applications of 100 nM (67 [micro]g/D [T.sub.3] dissolved in DMSO, 10 nM (2.7 [micro]g/L) acetochlor dissolved in methanol, and a combination of 100 nM [T.sub.3] and 10 nM acetochlor. A vehicle treatment containing a combination of DMSO and methanol served as a control. We have previously determined that the response to each vehicle alone is equivalent. The ratio of vehicle to water was 1:10,000 (vol/vol). Chemical applications were not renewed during the test period. We euthanized tadpoles in 0.1% MS-222 and photographed them using a 35-mm camera. The images were digitized, and measurements were made using Adobe Photoshop 5.0 (Adobe Systems Inc., San Jose, CA, USA). For RNA RNA: see nucleic acid. RNA in full ribonucleic acid One of the two main types of nucleic acid (the other being DNA), which functions in cellular protein synthesis in all living cells and replaces DNA as the carrier of genetic preparation, we collected tadpole tail tissue by removing it at the fifth myomere myomere /myo·mere/ (mi´o-mer) myotome (2). my·o·mere n. The segment within a metamere that develops into skeletal muscle. and immediately stored the tissue in the RNA preservative RNAlater (Ambion Inc., Austin, TX, USA) at 4[degrees]C. Tail tissue from the 10 tadpoles per treatment were combined before RNA isolation. Preparation of RNA. Total RNA was obtained from preserved tadpole tissue using TRIzol reagent as described by the manufacturer (Invitrogen Canada Inc., Burlington, Ontario, Canada). We subsequently resuspended isolated RNA in RNase-free water and stored it at -70[degrees]C. Poly[(A).sup.+] RNA was isolated from total RNA using the Oligotex mRNA isolation mini kit (Qiagen Inc., Mississauga, Ontario, Canada). Array target sequence selection and primer design. The frog MAGEX (multispecies analysis of gene expression) cDNA array was designed using Xenopus and Rana complete cDNA information obtained from GenBank (GenBank 2001). The abundance of Xenopus cDNA sequences compared to Rana sequences on the array reflects their relative abundance in GenBank. The cDNA sequences chosen encode structurally and functionally important products involved in regulation of amphibian development (embryogenesis Embryogenesis The formation of an embryo from a fertilized ovum, or zygote. Development begins when the zygote, originating from the fusion of male and female gametes, enters a period of cellular proliferation, or cleavage. and metamorphosis) as well as basal cell basal cell n. A type of cell found in the deepest layer of the epithelium. metabolism (ViagenX Biotech, Inc. 2002). We selected X. laevis ribosomal L8 (GenBank accession no. U00920) cDNA for normalization In relational database management, a process that breaks down data into record groups for efficient processing. There are six stages. By the third stage (third normal form), data are identified only by the key field in their record. , as its mRNA transcript levels remain relatively constant between different developmental stages (Shi and Liang 1994). We included 420 cDNA sequences on the array, of which 390 are X. laevis and 30 are R. catesbeiana in origin. All primers were designed with Primer Premier V4.1 software (Premier Biosoft International, Palo Alto, CA, USA) and synthesized by AlphaDNA (Montreal, Quebec, Canada). Primers of 18 to 20 base pairs with an optimal annealing annealing (ənēl`ĭng), process in which glass, metals, and other materials are treated to render them less brittle and more workable. temperature between 50[degrees] and 55[degrees]C were designed to amplify sequences of between 450 and 550 base pairs within each target cDNA. Primer pairs were combined and diluted to a final concentration of 10 [micro]M. Total cDNA preparation. We prepared individual cDNA target sequences which form the basis of the array clone bank from total RNA isolated from untreated Xenopus tadpoles (NF stages 47 and 58; Nieuwkoop and Faber 1956) and oocyte oocyte /oo·cyte/ (-sit) the immature female reproductive cell prior to fertilization; derived from an oogonium. It is a primary o. prior to completion of the first maturation division, and a secondary o. tissues and Rana tadpoles (stage XV; Taylor and Kollros 1946) using TRIzol reagent as described by the manufacturer (Invitrogen). Total RNA was annealed with 500 ng random hexamer oligonucleotide (Amersham Biosciences, Baie d'Urfe, Quebec, Canada) and cDNA was generated using Superscript Any letter, digit or symbol that appears above the line. For example, 10 to the 9th power is written with the 9 in superscript (109). Contrast with subscript. II RNase H-reverse transcriptase transcriptase /trans·crip·tase/ (-krip´tas) a DNA-directed RNA polymerase; an enzyme that catalyzes the synthesis (polymerization) of RNA from ribonucleoside triphosphates, with DNA serving as a template. as described by the manufacturer (Invitrogen). The 20-[micro]L reaction was incubated at 42[degrees]C for 2 hr and diluted 20-fold before DNA amplification DNA amplification Molecular diagnostics Any method used to ↑ the copy number of a sequence of DNA. See Cycling probe technology, Gap LCR–gap ligase chain reaction, Gene amplification, NASBA–nucleic acid sequence-based amplification, PCR, . Amplification, cloning, and verification of target cDNAs. Each 50-[micro]l DNA amplification reaction contained polymerase chain reaction polymerase chain reaction (pŏl`ĭmərās') (PCR), laboratory process in which a particular DNA segment from a mixture of DNA chains is rapidly replicated, producing a large, readily analyzed sample of a piece of DNA; the process is buffer (20 mM Tris-HCl, pH 8.4, 50 mM KCl, 1.5 mM Mg[Cl.sub.2]), 200 [micro]mol dNTP, 20 pmol of each gene specific primer, 1 [micro]L of a 20-fold dilution of X. laevis or R. catesbeiana total cDNA, and 2.5 U Taq DNA polymerase DNA polymerase /DNA po·lym·er·ase/ (pah-lim´er-as) any of various enzymes catalyzing the template-directed incorporation of deoxyribonucleotides into a DNA chain, particularly one using a DNA template. (Invitrogen). Amplification was carried out in a DNA DNA: see nucleic acid. DNA or deoxyribonucleic acid One of two types of nucleic acid (the other is RNA); a complex organic compound found in all living cells and many viruses. It is the chemical substance of genes. Thermal Cycler 480 (Perkin-Elmer, Wellesley, MA, USA). The thermocycle program included a denaturation denaturation, term used to describe the loss of native, higher-order structure of protein molecules in solution. Most globular proteins exhibit complicated three-dimensional folding described as secondary, tertiary, and quarternary structures. step at 94[degrees]C (7 min); 45 cycles of 94[degrees]C (1 min), 52[degrees]C (1 min), and 72[degrees]C (1 min); and a final elongation step at 72[degrees]C (7 min). Amplified DNA products were separated on a 1.5% agarose agarose more highly purified form of agar with similar uses to agar and widely used in the separation of nucleic acid fragments. gel and visualized by ethidium bromide staining on a ChemiImager 4000 (Alpha Innotech Corp., San Leandro, CA, USA). We excised DNA bands within the correct size range (450-550 base pairs) from the gel and extracted them by freeze-thaw centrifugation Centrifugation A mechanical method of separating immiscible liquids or solids from liquids by the application of centrifugal force. This force can be very great, and separations which proceed slowly by gravity can be speeded up enormously in centrifugal (Smith 1980). We confirmed purified samples by electrophoresis on a 1.5% agarose gel. Polymerase chain reaction products were cloned into pCR II-TOPO vector using the TOPO TOPO Tri-N-Octylphosphine Oxide TOPO Topographic/Topography TOPO Trioctyl-Phosphine Oxide ToPo Torposten (German Military Gate Post) TOPO Tunable Optical Parametric Oscillator TA Cloning Kit (Invitrogen). We purified plasmid DNA using the QIAprep Spin Miniprep Kit (Qiagen) and confirmed the presence of insert sequence by restriction analysis using EcoRI (Amersham Biosciences). Cloned cDNA was sequenced and compared by BLAST to sequences available in GenBank. Clones that matched the correct target sequence were included in the plasmid clone bank. Preparation of cDNA fragments for spotting on the array. We prepared specific cDNA fragments for the frog MAGEX cDNA array using the plasmid clone bank. Individual amplification reactions were assembled in 96-well amplification plates (VWR International, Mississauga, Ontario, Canada). Each 100-[micro]l reaction was similar to that described above, except that the target DNA comprised 1 ng of each plasmid clone, and 1 U AmpliTaq polymerase (Applied Biosystems, Foster City, CA, USA) was used. Amplification was carried out in an MJ Research Gradient Cycler PTC-255 (MJ Research, San Francisco, CA, USA). The thermocycle program included a denaturation step at 95[degrees]C (2 min); 35 cycles of 95[degrees]C (30 sec), 52[degrees]C (30 sec), and 72[degrees]C (1 min); and a final elongation step at 72[degrees]C (10 min). We separated amplified DNA products by electrophoresis on a 1.5% agarose gel and purified them using the QIAquick PCR purification kit and the Qiagen Biorobot 3000. Purified cDNA fragments were resuspended in 3x SSC SSC Secondary School Certificate SSC Standard Systems Center (USAF) SSC State Services Commission (New Zealand) SSC Swedish Space Corporation SSC Salem State College (Massachusetts) (20x SSC contains 3 M NaCl, 0.3 M Na citrate citrate /cit·rate/ (sit´rat) a salt of citric acid. citrate phosphate dextrose (CPD) anticoagulant citrate phosphate dextrose solution. , pH 7.0) to a final concentration of 0.5 [micro]g/[micro]L. The prepared cDNA was then loaded into 384-well plates (VWR International), and 90 nL/spot was spotted in duplicate on Biodyne B positively charged nylon membranes (PALL Gelman Laboratory, Ann Arbor, MI, USA) using the Biorobotics Total Array System (Biorobotics Ltd., Woburn, MA, USA). The spotted membranes were UV-crosslinked and stored at -20[degrees]C. Before hybridization, membranes were overlayed for 5 min on Whatman filter paper soaked in a denaturation solution containing 0.5 M NaOH. The blots were then sequentially placed for 5 min on Whatman filters soaked in 1 M Tris-HCl, pH 7.5, and 0.5 M Tris-HCl, pH 7.5/1.25 M NaCl. We rinsed membranes briefly in 2x SSC after the neutralization neutralization, chemical reaction, according to the Arrhenius theory of acids and bases, in which a water solution of acid is mixed with a water solution of base to form a salt and water; this reaction is complete only if the resulting solution has neither acidic nor step. Probe preparation and labeling. Tadpole tail poly[(A).sup.+] RNA (300-400 ng) was annealed with 500 ng random hexamer oligonudeotide (Amersham Biosciences), and cDNA probes were prepared using M-MLV reverse transcriptase Reverse transcriptase Any of the deoxyribonucleic acid (DNA) polymerases present in particles of retroviruses which are able to carry out DNA synthesis using an RNA template. as described by the manufacturer (Invitrogen) with the following modifications: the dNTP mix consisted of 500 [micro]mol dGTP, dTTP, and dCTP, and 4 [micro]mol dATP, and 50[micro]Ci [[alpha]-[sup.32]P] dATP (Amersham Biosciences) was used for radioactive labeling. We removed RNA from the cDNA probe by adding the following in sequential order: 1 [micro]L 10% SDS 1. (company) SDS - Scientific Data Systems. 2. (tool) SDS - Schema Definition Set. , 1 [micro]L 0.5 M EDTA EDTA: see chelating agents. , and 3 [micro]L 3 M NaOH, and incubating for 15 min at 68[degrees]C. We neutralized the probe by adding 10 [micro]L 1 M Tris-HCl and 3 [micro]L 2 N HCl and then purified it on a QIAquick PCR purification column (Qiagen). Before hybridization, the cDNA probes were heat denatured de·na·ture tr.v. de·na·tured, de·na·tur·ing, de·na·tures 1. To change the nature or natural qualities of. 2. for 5 min at 95[degrees]C and then quickly cooled on ice for 5 min. Hybridization and scanning of the array. Hybridizations were carried out in 15 mL of hybridization solution containing 5x SSC, 5x Denhardt's solution (0.5 mg/mL each final concentration of Ficoll, polyvinylpyrrolidone polyvinylpyrrolidone /poly·vi·nyl·pyr·rol·i·done/ (-vi?nil-pi-ro´li-don) povidone. polyvinylpyrrolidone see povidone; called also PVP. , and bovine serum albumin serum albumin n. See seralbumin. ; Sigma-Aldrich Corp., St. Louis, MO, USA), and 0.1% SDS. Sheared sheared adj. Shaped or finished by shearing, especially cut or trimmed to a uniform length: a sheared fur coat. Adj. 1. , heat-denatured calf thymus thymus Pyramid-shaped lymphoid organ (see lymphoid tissue) between the breastbone and the heart. Starting at puberty, it shrinks slowly. It has no lymphatic vessels draining into it and does not filter lymph; instead, stem cells in its outer cortex develop into DNA and 50% (w/v) dextran dextran /dex·tran/ (dek´stran) a high-molecular-weight polymer of d-glucose, produced by enzymes on the cell surface of certain lactic acid bacteria. sulfate sulfate, chemical compound containing the sulfate (SO4) radical. Sulfates are salts or esters of sulfuric acid, H2SO4, formed by replacing one or both of the hydrogens with a metal (e.g., sodium) or a radical (e.g., ammonium or ethyl). were added to hybridization solution prewarmed to 65[degrees]C at final concentrations of 100 [micro]g/mL and 200 [micro]L/mL, respectively. We added this solution to a hybridization tube (35 mm inner diameter x 150 mm length; Amersham Biosciences) containing the array membrane and incubated at 65[degrees]C for 2 hr in a Mini 10 Thermo Hybaid oven (Thermo Hybaid, Franklin, MA, USA). To prevent direct exposure of the array to concentrated probe, we transferred the prehybridization solution to a 15-mL Falcon tube and added the probe to a final concentration of 1.5 x [10.sup.6] cpm/mL. The hybridization solution was then reapplied to the hybridization tube and incubated overnight at 65[degrees]C. After hybridization, membranes were rinsed with 50 mL 2x SSC at room temperature and then washed twice with 50 mL 2x SSC/0.1% SDS at 65[degrees]C for 15 min, once with 50 mL 0.1x SSC/0.1% SDS at 65[degrees]C for 25 min, and rinsed with 50 mL 0.1 x SSC at room temperature. Arrays were placed on 3M Whatman filter paper soaked with dd[H.sub.2]0 and wrapped with plastic wrap. We exposed the membranes to phosphor A rare earth material used to coat the inside face of a CRT. When struck by an electron beam, the phosphor emits a visible light for a few milliseconds. In color displays, red, green and blue phosphor dots are grouped as a cluster. See screen burn. screens (Molecular Dynamics Inc., Sunnyvale, CA, USA) for 1 week. We collected hybridization signals using a Storm 820 optical scanner phosphor-imaging system (Molecular Dynamics) at 50 [micro]m resolution. The resulting image data were converted to a standard 8-bit TIFF file using Photoshop V5.0 (Adobe Systems). Both nonauto- and auto-level images were prepared for analysis to account for signal saturation. Array data analysis. Array image analysis was performed using ScanAlyze V2.44 (Eisen et al. 1998). Gene expression determinations were done in duplicate. We determined spot intensities from the mean pixel values for each gene and blank position and corrected them for noise by subtracting the local median background. Signal intensities that were derived from areas of nonspecific nonspecific /non·spe·cif·ic/ (non?spi-sif´ik) 1. not due to any single known cause. 2. not directed against a particular agent, but rather having a general effect. nonspecific 1. hybridization on the array were not included in the final analysis. We determined ratios for all duplicate positions in both nonauto- and auto-level array images. Gene and blank positions with duplicate ratios (DR) > 1.5 or < 0.67 were removed from both nonauto- and auto-level data sets. Average intensity values were calculated for duplicate gene spots and for blank positions in both nonauto- and auto-level data sets. A nonsignal background was determined from the average intensity value plus 1 standard deviation In statistics, the average amount a number varies from the average number in a series of numbers. (statistics) standard deviation - (SD) A measure of the range of values in a set of numbers. of blank positions across the auto-level data set. We adjusted gene positions exhibiting values below the nonsignal to this value. Both nonauto- and auto-level data were then normalized to the mean internal ribosomal protein L8 gene signal. Saturated gene positions identified in the auto-level data set were replaced by the corresponding values obtained in the nonauto-level analysis. We subsequently determined response to chemical exposure for each gene relative to the vehicle control and expressed this as a ratio. Treatment response ratios > 2 or < 0.5 were identified for further discussion. Scatterplots were generated using Excel 97 (Microsoft Corporation, Redmond, WA, USA). Real-time quantitative polymerase chain reaction Quantitative polymerase chain reaction (qPCR) is a modification of the polymerase chain reaction used to rapidly measure the quantity of DNA, complementary DNA or ribonucleic acid present in a sample. . Total cDNA was prepared from 50 ng of tadpole tail poly[(A).sup.+] RNA and 500 ng random hexamer oligonucleotide (Amersham Biosciences) using Superscript II RNase H-reverse transcriptase as described by the manufacturer (Invitrogen). The 20-[micro]L reaction was incubated at 42[degrees]C for 2 hr and diluted 30-fold before DNA amplification. For each treatment, the expression of individual gene targets was analyzed using an MX4000 real-time quantitative polymerase chain reaction system (Stratagene, La Jolla, CA, USA). Each 15-[micro]L DNA amplification reaction contained 10 mM Tris HCl, 50 mM KCl, 3 mM Mg[Cl.sub.2], 0.01% Tween tween n. A child between middle childhood and adolesence, usually between 8 and 12 years old. [Blend of teen1 and between.] 20, 0.8% glycerol glycerol, glycerin, glycerine, or 1,2,3-propanetriol (prō`pāntrī'ŏl), CH2OHCHOHCH2OH, colorless, odorless, sweet-tasting, syrupy liquid. , 40,000-fold dilution of SYBR Green I (Molecular Probes Inc., Eugene, OR, USA), 200 [micro]M dNTPs, 83.3 nM ROX reference dye (Stratagene), 10 pmol of each primer, 2 [micro]L of diluted cDNA, and 1.0 U Platinum Taq DNA polymerase (Invitrogen). The thermocycle program included an enzyme activation step at 95[degrees]C (9 min) and 40 cycles of 95[degrees]C (15 sec), 55[degrees]C (30 sec), and 72[degrees]C (45 sec). We included controls lacking cDNA template or Taq DNA polymerase to determine the specificity of target cDNA amplification. Cycle threshold (Ct) values obtained were converted into copy number using standard plots of Ct versus log copy number. We generated standard plots for each target sequence using known amounts of plasmid containing the amplicon of interest. Triplicate data obtained for each target cDNA amplification were averaged and normalized to the invariant (programming) invariant - A rule, such as the ordering of an ordered list or heap, that applies throughout the life of a data structure or procedure. Each change to the data structure must maintain the correctness of the invariant. ribosomal L8 control. Standard errors were calculated using InStat V3.01 (GraphPad Software Inc., San Diego, CA, USA). Results To determine the effects of acetochlor on X. laevis tadpoles, premetamorphic animals were exposed to 10 nM acetochlor both in the presence and absence of 100 nM [T.sub.3] for up to 72 hr. Premetamorphosis is the interval of development that precedes thyroid gland function and is mainly a period of growth. At this stage, the tadpole is competent to respond to TH but is functionally athyroid (Shi 2000). We took advantage of this fact to eliminate possible confounding effects of endogenous TH. Morphometric analyses were performed on tadpoles at both 48 and 72 hr after exposure to the various chemical treatments. No significant effect in body area was observed at 48 hr after treatment with [T.sub.3], acetochlor, or their combination (Figure 1A). Animals exposed to acetochlor alone displayed a modest decrease in body area at 72 hr, although this observation was statistically nonsignificant non·sig·nif·i·cant adj. 1. Not significant. 2. Having, producing, or being a value obtained from a statistical test that lies within the limits for being of random occurrence. (Figure 1). However, tadpoles exposed to [T.sub.3] showed a significant reduction in body area (p < 0.05) and the adoption of an adult morphology within the head region when compared to control animals (Figure 1). The combination of acetochlor with [T.sub.3] resulted in a significant reduction in body area (p < 0.01), more extensive sculpting sculpting Cosmetic surgery The surgical reshaping of a tissue. See Deep tissue sculpting, Facial sculpting. of the head, reduced tail fin quality, and an increase in pigmentation pigmentation, name for the coloring matter found in certain plant and animal cells and for the color produced thereby. Pigmentation occurs in nearly all living organisms. , suggesting an overall acceleration of the metamorphic met·a·mor·phic adj. 1. also met·a·mor·phous Of, relating to, or characterized by metamorphosis. 2. Geology Changed in structure or composition as a result of metamorphism. Used of rock. process (Figure 1). Other morphometric measurements such as interocular distance, snout-vent length, and body-to-tail length ratio were collected, and no significant differences were observed between treatments at 48 or 72 hr (data not shown). [FIGURE 1 OMITTED] Several genes whose expression is TH dependent and are proposed to be involved in metamorphosis have been identified in X. laevis tadpole tail tissue (Brown et al. 1996). Although morphometric analyses identified no significant observable effect at 48 hr, a large proportion of these TH-dependent genes are known to be affected at the level of mRNA expression before any overt morphologic change (Shi and Ishizuya-Oka 2001). Therefore, we wanted to assess whether there was a measurable change in gene expression caused by acetochlor exposure within the tadpole tail at this time point. We have shown previously that acetochlor significantly enhances TH-induced TR[beta] mRNA levels in R. catesbeiana tail fin (Veldhoen and Helbing 2001) and thus first examined the expression levels of TR[alpha] and TR[beta] transcripts in X. laevis tail tissue. TR[alpha] transcript levels did not change significantly upon TH treatment (Figure 2A), whereas a significant 5-fold increase in TR[beta] transcripts was observed (p < 0.01; Figure 2B). The expression of both TR[alpha] and TR[beta] mRNA transcripts was not affected by acetochlor treatment alone. However, the combination of acetochlor and [T.sub.3] resulted in a significant increase in TR[alpha] transcript levels relative to the control (p < 0.05; Figure 2A) and in a further significant increase in TR[beta] transcript levels (p < 0.001 compared to control and p < 0.05 compared to TH; Figure 2B). [FIGURE 2 OMITTED] To screen other genes within tadpole tail tissue whose expression may be altered after exposure to acetochlor, we designed and used a cDNA array called the frog MAGEX array. In the premetamorphic tadpole tail, the MAGEX array detected 267 genes upon vehicle control treatment and 285 genes upon [T.sub.3] treatment for 48 hr. Figure 3A-D A-D Advance-Decline, or measurement of the number of issues trading above their previous closing prices less the number trading below their previous closing prices over a particular period. depicts the tadpole tail-specific gene expression pattern from a subsection of the array across the four chemical treatments (vehicle control, acetochlor, [T.sub.3], and a combination of acetochlor and [T.sub.3]). An example of differential response to chemical treatment is highlighted by the TH-responsive genes TH/bZip and gene 18 (Figure 3A-D). The results from array analyses for these representative genes were independently confirmed by real-time quantitative polymerase chain reaction analyses and are shown in Figure 3E and F. The MAGEX array identified two distinct responses to acetochlor treatment: genes whose expression is altered in premetamorphic tadpoles and those that are affected in the context of precocious metamorphosis. [FIGURE 3 OMITTED] Eleven genes were identified in premetamorphic tadpole tail tissue whose steady-state mRNA levels were altered within 48 hr after exposure to acetochlor (Table 1). Ten of these genes were downregulated in response to acetochlor. A single gene (encoding GSK-3 binding protein) was upregulated in tadpole tail tissue after acetochlor exposure. Morphometric analyses suggested acetochlor might act in concert with TH to accelerate metamorphosis. To address this potential interaction at the genetic level, we investigated the effects of acetochlor on [T.sub.3]-dependent gene expression during precocious metamorphosis. Figure 4 shows a scatterplot of the relationship between the fold differences relative to control of [T.sub.3] treatment alone and [T.sub.3] plus acetochlor, where each data point represents a distinct gene. The herbicide modulated mRNA expression of 26 genes that were subdivided into 3 groups based on their initial level of response to [T.sub.3] (Table 2). Group 1 contains genes that were upregulated by 2-fold or more in response to [T.sub.3]. A number of these genes (80%) have previously been identified as responsive to exogenous TH administration (Amano 1998; Brown et al. 1996), confirming the ability of the MAGEX array to detect modulation in gene expression associated with TH action. Combination treatment with acetochlor and [T.sub.3] resulted in a further increase in the response ratio values of genes within group 1 (Table 2). Notable exceptions are found for the B-50/GAP 43 and iodothyronine 5-deiodinase III genes, in which acetochlor reduced the [T.sub.3]-mediated upregulation in mRNA expression. The expression of deiodinase type II mRNA was not affected by [T.sub.3] and/or acetochlor treatment (data not shown). Genes within group 2 displayed little or no response to [T.sub.3] treatment alone (response ratios of < 2 or > 0.5; Table 2). In contrast, the presence of acetochlor and [T.sub.3] resulted in an elevation in mRNA expression within this group (Table 2). Group 3 comprises genes within tadpole tail tissue that are downregulated after exposure to exogenous [T.sub.3] (Table 2), and 50% of the genes identified within this group are known to be TH-responsive (Brown et al. 1996; Furlow et al. 1997; Miyatani et al. 1986). The presence of acetochlor resulted in an attenuation Loss of signal power in a transmission. Attenuation The reduction in level of a transmitted quantity as a function of a parameter, usually distance. It is applied mainly to acoustic or electromagnetic waves and is expressed as the ratio of power densities. of this [T.sub.3]-mediated gene repression. Finally, Table 3 lists genes that are [T.sub.3] responsive during precocious metamorphosis but not affected by acetochlor exposure. [FIGURE 4 OMITTED] Discussion Before this study, evidence for endocrine-disrupting activity of the POP acetochlor in Amphibia was restricted to ranid species. Cheek et al. (1999a) observed that [T.sub.3]-induced forelimb emergence in R. pipiens was accelerated by 7 days in the presence of an environmentally relevant concentration of acetochlor. Although no genetic observations were made, preconditioning the tadpoles with [T.sub.3] resulted in an accelerated response to acetochlor, suggesting the involvement of [T.sub.3]-dependent gene expression (Cheek et al. 1999a). A complementary observation was found for [T.sub.3]-induced metamorphosis in R. catesbeiana, where exposure to acetochlor resulted in a significant increase in tail fin TRIg mRNA expression within 24 hr (Veldhoen and Helbing 2001). We found that [T.sub.3]-induced metamorphosis was accelerated by 72 hr in the pipid frog X. laevis after acute exposure to a concentration of acetochlor that falls within current levels (80th percentile) detected in streams in the midwestern United States (Scribner et al. 2000). Although the present study was not designed to assess the effect of acetochlor on X. laevis spontaneous metamorphosis, our 72-hr acute exposure did have a modest effect on premetamorphic tadpole body area, suggesting that this herbicide may affect natural metamorphosis in this species. However, Cheek et al. (1999a) found that acetochlor did not significantly affect spontaneous metamorphosis in R: pipiens. Whether spontaneous metamorphosis is altered in X. laevis and other frog species needs to be addressed further. The initiation of amphibian metamorphosis depends on the presence of TH and is mediated through the hormone-dependent activation of the TR isoforms [alpha] and [beta] (Eliceiri and Brown 1994; Kawahara et al. 1991; Yaoita et al. 1990). It has been proposed that TR[alpha] is required for competence to metamorphose, whereas TR[beta] is primarily responsible for modulating the expression of a number of genes whose products are involved in tissue remodeling remodeling /re·mod·el·ing/ (re-mod´el-ing) reorganization or renovation of an old structure. bone remodeling during metamorphosis (Brown et al. 1996; Sachs et al. 2000). We chose gene expression in the tail for analysis because acetochlor has been shown to affect TR[beta] transcript levels in this tissue (Veldhoen and Helbing 2001), and the tail is readily isolated. In X. laevis tadpole tail tissue, exposure to 10 nM acetochlor disrupts [T.sub.3]-dependent expression of both TR isoforms within 48 hr, resulting in an increase in steady-state levels of TR mRNA. These results correlate with an increased rate of metamorphosis and led us to investigate the effects of acetochlor exposure using a multigene approach. Using our novel MAGEX cDNA array, we identified several genes in the tail whose expression is altered upon acetochlor exposure. These include genes encoding transcription factors, signaling molecules signaling molecules substances synthesized by cells for purposes of extracellular communication between cells. , and apoptotic proteins (Nakashima et al. 1993; Thress et al. 1998). All genes except one (encoding GSK-3 binding protein) show a decrease in transcript levels compared to control. It is interesting to note that three of the genes (encoding PTEN PTEN Protein Tyrosine Phosphatase PTEN Phosphatase and Tensin Homolog PTEN Prime Time Entertainment Network (television network) , K-ras and GSK-3 binding protein) are part of the phosphatidyl 3-inositol kinase signaling pathway, and eight are important in the regulation of cell proliferation (Adachi and Laemmli 1992; Cantley and Neel 1999; Tonissen and Krieg 1994; Vriz et al. 1989; Wade et al. 1999; Yost et al. 1998). Only one of the genes, c-myc, is also repressed re·pressed adj. Being subjected to or characterized by repression. by [T.sub.3] treatment, although acetochlor does not further affect its expression in the presence of [T.sub.3] (compare Table 1 to Table 3). During precocious metamorphosis, exposure to acetochlor affects the expression of genes that exhibit similar cellular functions to those identified in premetamorphic tadpoles. The general effect of this herbicide was to enhance the accumulation of [T.sub.3]-responsive gene transcripts. In addition, 10 genes that are normally refractory to TH treatment responded to exogenous [T.sub.3] administration in the presence of acetochlor. As was previously reported, iodothyronine 5-deiodinase type III (an enzyme important in the inactivation inactivation /in·ac·ti·va·tion/ (in-ak?ti-va´shun) the destruction of biological activity, as of a virus, by the action of heat or other agent. of [T.sub.3] and [T.sub.4]) increased substantially after [T.sub.3] treatment, whereas the transcript levels of the type II deiodinase that catalyzes the 5'-deiodination of [T.sub.4] to [T.sub.3] were unaffected (Becker et al. 1995, 1997; Huang et al. 1999, 2001; Marsh-Armstrong et al. 1999). In the presence of acetochlor, the hormone-dependent increase of deiodinase type III is slightly attenuated Attenuated Alive but weakened; an attenuated microorganism can no longer produce disease. Mentioned in: Tuberculin Skin Test attenuated having undergone a process of attenuation. , with no effect on type II deiodinase. We do not know the relationship between deiodinase type III mRNA and the corresponding enzyme activity Enzyme activity A measure of the ability of an enzyme to catalyze a specific reaction. Mentioned in: Glucose-6-Phosphate Dehydrogenase Deficiency , but if they correlate, then a reduction in the rate of [T.sub.3] inactivation could manifest as an acceleration of metamorphosis. This idea is supported by the converse observation that overexpression of the type III deiodinase in transgenic X. laevis tadpoles inhibits metamorphosis (Huang et al. 1999). The MAGEX array identified many genes that were previously reported to be under TH regulation and several that are novel targets for TH. Despite a clear association between TH responsiveness and acetochlor action for many genes, not all [T.sub.3]-regulated genes are targets of acetochlor in X. laevis. In rats, studies have shown that acetochlor acts by increasing [T.sub.4] clearance from the liver, thereby reducing TH levels (Ashby et al. 1996; Wilson et al. 1996). This mechanism appears to be incompatible with our observations and those of others. In premetamorphic tadpoles, where no endogenous [T.sub.3] or [T.sub.4] is present (Leloup and Buscaglia 1977), acetochlor accelerated [T.sub.3]-induced metamorphosis rather than inhibited it (Cheek et al. 1999a; Veldhoen and Helbing 2001). This herbicide may have an effect on tissue deiodinases; however, not all [T.sub.3]-responsive genes were affected by acetochlor action. Thus these results suggest that the mode of action of acetochlor may be at the level of gene transcription. Acetochlor does not bind to human TR[beta] (Cheek et al. 1999b) and, although the same studies have not been done in frog, it is likely that similar results would be found due to the high degree of sequence conservation. The scope of the EDC effects of acetochlor may extend beyond TH-dependent regulation of gene expression Gene modulation redirects here. For information on therapeutic regulation of gene expression, see therapeutic gene modulation.
. . Acetochlor inhibited binding of [[sup.3]H]estradiol-17[beta] to rat uterine nuclear and cytoplasmic cytoplasmic pertaining to or included in cytoplasm. cytoplasmic inclusions include secretory inclusions (enzymes, acids, proteins, mucosubstances), nutritive inclusions (glycogen, lipids), pigment granules (melanin, lipofuscin, estrogen receptors (Rollerova et al. 2000), indicating that the herbicide can target multiple endocrine pathways using different modes of action and reinforcing the importance of considering crosstalk between TH and other hormone regulatory pathways (Vasudevan et al. 2001; Zhu et al. 1996). The fact that acetochlor magnifies the [T.sub.3]-induced response for many upregulated genes and attenuates the response for downregulated ones suggests a mechanism of disruption that involves transcriptional regulation. Because acetochlor does not bind to TR[beta] directly (Cheek et al. 1999b), we hypothesize hy·poth·e·size v. hy·poth·e·sized, hy·poth·e·siz·ing, hy·poth·e·siz·es v.tr. To assert as a hypothesis. v.intr. To form a hypothesis. that this herbicide may instead have epigenetic epigenetic /epi·ge·net·ic/ (-je-net´ik) 1. pertaining to epigenesis. 2. altering the activity of genes without changing their structure. effects that change the nature of TR-containing complexes. Depending on the presence or absence of hormone and the cellular context, TRs associate with retinoid X receptors, histone histone (hĭs`tōn), any of a class of protein molecules found in the chromosomes of eukaryotic cells. They complex with the DNA (see nucleic acid) and pack the DNA into tight masses of chromatin, which have the structure of coiled coils, much deacetylases/acetylases, and other ancilliary factors (Shi and Ishizuya-Oka 2001). One or more of these regulatory components may be a target of acetochlor action, thus representing a novel mechanism for endocrine disruption.
Table 1. Effects of acetochlor on gene expression
in tail tissue of premetamorphic X. laevis tadpoles.
GenBank Response
Gene name accession no. ratio (a)
DAD-1 D15059 0.31
Methyl-CpG binding protein AF170347 0.32
Protein/lipid phosphatase PTEN AF144732 0.32
DLL2 L09730 0.34
c-myc I X14806 0.40
Max2 and Max4 L09738 0.43
mdm2 not submitted (b) 0.44
scythe AF098511 0.52
K-ras AF085280 0.53
Replication protein A X67240 0.55
GSK-3 binding protein AF062738 2.40
(a) Ratio of gene expression relative to the vehicle control.
Ratios > 1.0 reflect fold induction, and those < 1.0 indicate
the reciprocal of fold repression. (b) Previously identified
thyroid hormone responsive gene.
Table 2. Effects of acetochlor on gene expression in tail tissue of
X. laevis tadpoles during precocious metamorphosis.
TH +
TH acetochlor
GenBank. response response
Gene name accession no. ratio (a) ratio (a)
Group 1
Gene 12 U41860 (b) 27.73 31.21
TH/bZip U37375 (b) 13.12 18.09
Collagenase-3 U41824 (b) 12.53 19.28
Iodothyronine L28111 (b) 9.45 7.95 (c)
5-deiodinase III
Retinoic acid receptor X87365 3.04 5.09
[alpha]
fos-related antigen-2 U37374 (b) 3.03 4.93
B-50/GAP 43 X87582 2.89 1.67 (c)
BTEB U35408 (b) 2.80 4.14
Gelatinase A Not submitted (b) 2.09 3.60
Fibronectin M77820 (b) 2.02 3.35
Group 2
Mad2 L77885 1.60 2.71
Fragile mental retarda- U25164 1.49 2.69
tion protein 1
Frizzled 7 AF159107 1.43 2.72
Caspase-9 AB038172 1.40 2.87
Nuclear factor I-C1 L43149 1.30 3.72
Transcription factor A U35728 1.20 2.45
Transferrin 1.20 2.37
Transcription factor 1.10 2.15
AP-2
Vitellogenin receptor AB006906 1.00 2.90
Natriuretic peptide AF231035 0.80 3.04
receptor type C
Group 3
51-kD cytokeratin type I Y00968 0.46 1.60
Gene 18 U41839 (b) 0.46 0.86
Glutamine synthetase D50062 0.43 1.31
Gene 17 U41860 (b) 0.37 0.87
Gene 19 U41861 (b) 0.28 0.70
Gli2 AF109923 0.20 1.08
(a) Ratio of gene expression relative to the vehicle control. Ratios
> 1.0 reflect fold induction, and those < 1.0 indicate the reciprocal
of fold repression. (b) Previously identified thyroid hormone
responsive genes. (c) TH response is diminished in the
presence of acetochlor.
Table 3. Thyroid hormone-dependent genes not affected by acetochlor in
tail tissue of X. laevis tadpoles during precocious metamorphosis.
TH +
TH acetochlor
GenBank. response response
Gene name accession no. ratio (a) ratio (a)
Fibroblast activation factor U41856 (b) 5.42 5.70
[alpha]
CCAAT/enhancer (C/EBP) S44193 (b) 3.79 3.41
GSK-3 binding protein AF062738 3.32 3.26
Peroxisome proliferator M84161 2.58 2.65
receptor [alpha]
Protein kinase C related AF027183 2.26 2.01
kinase 2
Negative regulator Id2 AB019520 2.23 2.77
MAP kinase MPK2 X80751 2.05 1.94
c-myc I X14806 0.50 0.62
(a) Ratio of gene expression relative to the vehicle control.
Ratios > 1.0 reflect fold induction, and those < 1.0 indicate the
reciprocal of fold repression. (b) Previously identified thyroid
hormone responsive genes.
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Wilson AGE, Thake DC, Heydens WE, Brewster DW, Hotz KJ. 1996. Mode of action of thyroid tumor formation in the male Long-Evans rat administered high doses of alachlor. Fundam Appl Toxicol 33:16-23. Yaoita Y, Shi Y, Brown D. 1990. Xenopus laevis alpha and beta thyroid hormone receptors. Proc Nat Aced Sci USA 87:7090-7094. Yost C, Farr GHI GHI Group Health Incorporated (HMO) GHI German Historical Institute (Washington, DC) GHI Ghost Hunters International GHI Geohazards International GHI Gustav Heinemann-Initiative , Pierce SB, Ferkey DM, Chen MM, Kimelman D. 1998. GBP GBP In currencies, this is the abbreviation for the British Pound. Notes: The currency market, also known as the Foreign Exchange market, is the largest financial market in the world, with a daily average volume of over US $1 trillion. , an inhibitor of GSK-3, is implicated im·pli·cate tr.v. im·pli·cat·ed, im·pli·cat·ing, im·pli·cates 1. To involve or connect intimately or incriminatingly: evidence that implicates others in the plot. 2. in Xenopus development and oncogenesis oncogenesis /on·co·gen·e·sis/ (-jen´e-sis) tumorigenesis; the production or causation of tumors.oncogenet´ic on·co·gen·e·sis n. The formation and development of tumors. . Cell 98:1031-1041. Zhu YS, Yen PM, Chin WW, Pfaff DW. 1998. Estrogen and thyroid hormone interaction on regulation of gene expression. Proc Natl Acad Sci USA 93:12587-12592. Doug Crump, (1) Kate Werry, (1) Nik Veldhoen, (1) Graham Van Aggelen, (2) and Caren C. Helbing (1) (1) Department of Biochemistry and Microbiology, University of Victoria, Victoria, British Columbia, Canada; (2) pacific Environmental Science Centre, North Vancouver, British Columbia, Canada Address correspondence to C.C. Helbing, Department of Biochemistry and Microbiology, PO Box 3055 Stn. CSC, University of Victoria, Victoria, BC V8W 3P6, Canada. Telephone: (250) 721-6146. Fax: (250) 721-8855. E-mail: chelbing@ uvic.ca We thank J. Bruno, E. Jansen, and A. Li for their expert technical assistance and C. Nelson, J. Wilson, and K. Weigand of the Jack Bell Research Centre, Vancouver, for their array printing expertise. Unpublished gelatinase A and TIMP-2 sequences were provided by D. Edwards, University of East Anglia “UEA” redirects here. For other uses, see UEA (disambiguation). Academically, it is one of the most successful universities founded in the 1960s, consistently ranking amongst Britain's top higher education institutions; 19th in the Sunday Times University League Table 2006 , UK. ViagenX Biotech Inc., owned by C.C.H. and the University of Victoria technology transfer corporation (IDC), has been formed to distribute the frog array described in this article. This work was supported by a Natural Sciences and Engineering Research Council The Natural Sciences and Engineering Research Council (NSERC) is a Canadian government division that provides grants for research in the natural sciences and in engineering. In 2004-2005, it will invest CAD $850 million in university-based research and training. (NSERC NSERC Natural Sciences and Engineering Research Council (Canada) NSERC Naval Systems Engineering Resource Center ) strategic grant to C.C.H. and G.v.A. and an NSERC undergraduate summer research award to A. Li. Received 11 January 2002; accepted 10 May 2002. |
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