International Journal of Endocrinology

International Journal of Endocrinology / 2014 / Article

Research Article | Open Access

Volume 2014 |Article ID 390121 |

Srikanta Guria, Biswabandhu Bankura, Nisha Balmiki, Arup Kumar Pattanayak, Tapas Kumar Das, Anirban Sinha, Sudipta Chakrabarti, Subhankar Chowdhury, Madhusudan Das, "Functional Analysis of Thyroid Peroxidase Gene Mutations Detected in Patients with Thyroid Dyshormonogenesis", International Journal of Endocrinology, vol. 2014, Article ID 390121, 8 pages, 2014.

Functional Analysis of Thyroid Peroxidase Gene Mutations Detected in Patients with Thyroid Dyshormonogenesis

Academic Editor: Małgorzata Kotula-Balak
Received05 Oct 2013
Accepted20 Feb 2014
Published13 Apr 2014


Thyroid peroxidase (TPO) is the key enzyme in the biosynthesis of thyroid hormones. We aimed to identify the spectrum of mutations in the TPO gene leading to hypothyroidism in the population of West Bengal to establish the genetic etiology of the disease. 200 hypothyroid patients (case) and their corresponding sex and age matched 200 normal individuals (control) were screened depending on their clinical manifestations. Genomic DNA was isolated from peripheral blood samples and TPO gene (Exon 7 to Exon 14) was amplified by PCR. The PCR products were subjected to sequencing to identify mutations. Single nucleotide changes such as Glu 641 Lys, Asp 668 Asn, Thr 725 Pro, Asp 620 Asn, Ser 398 Thr, and Ala 373 Ser were found. Changes in the TPO were assayed in vitro to compare mutant and wild-type activities. Five mutants were enzymatically inactive in the guaiacol and iodide assays. This is a strong indication that the mutations are present at crucial positions of the TPO gene, resulting in inactivated TPO. The results of this study may help to develop a genetic screening protocol for goiter and hypothyroidism in the population of West Bengal.

1. Introduction

TPO is a membrane-bound glycoprotein (102 kDa), found as a dimer [1]. Each monomer consists of 933 amino acid residues and contains a peroxidase domain, three additional extracellular domains, a transmembrane helix, and a short C-terminal intracellular tail [2]. The human TPO gene is located on chromosome 2p25 and spans approximately 150 Kb, containing 17 exons [3]. Mutations in TPO gene (particularly nonsynonymous cSNPs) can lead to severe defects in thyroid hormone production, due to total iodide organification defects (TIOD) or partial iodide organification defects (PIOD). TPO mutations are inherited as autosomal recessive traits [4]. Iodination of salt is the most effective and sustainable long-term public health measure for the prevention and control of iodide organification defects (IDD). But the iodination programme will not be effective if the gene mutations are the cause of dyshormonogenesis. Therefore, it is important to screen the percentage of people having gene mutations and iodine deficiency among the clinically identified thyroid patients.

Screening and identification of mutations in the TPO gene of patients with evidence of TIOD and PIOD have been done by several groups in different countries of the world like Argentina [4], Netherlands [6], Japan [7], Portugal [8], and China [9]. The present investigation is aimed at screening the mutations/polymorphisms in TPO gene and their effects on the function of TPO gene leading to hypothyroidism in the population of West Bengal to establish the genetic etiology of the disease.

2. Materials and Methods

200 hypothyroid patients (case) and their corresponding sex and age matched 200 normal individuals (control) were screened depending on their clinical manifestations and detailed familial history from the Institute of Post Graduate Medical Education & Research (IPGME & R), Kolkata. Peripheral blood samples were collected on the basis of prior consent given by patients/normal individuals, families, and parents on behalf of minor children. To the extent possible, complete pedigree samples were obtained which included the proband, siblings, parents, and other blood relatives. Age and sex matched subjects with no goitre, no clinical evidence of hypothyroidism, and normal levels of serum T3, free T4 (FT4), TSH, and anti-TPO antibody were enrolled as normal (control). The experimental protocol was approved by the institutional ethics committee of IPGME & R, Kolkata. Clinical information includes complains like lethargy, cold intolerance, loss of memory, constipation, and weight gain. Personal history includes menarche, last child birth, abortion, cycle duration, and periodicity. Delayed milestones for children like sitting without support, speech, and walking were also documented.

Quantitative sandwich immunoassay kit (Siemens, India) was used to assay serum TSH level. Serum T3 or FT4 concentrations were determined by radioimmunoassay (RIA). Quantitative measurement of serum TPO antibody was performed using ELISA method. TPO antibody value >60 IU/mL was considered as positive [10]. Radiolabeled iodine was administered to patients and control. Emittance of radioactivity was measured over the thyroid. Potassium perchlorate (a competitive inhibitor of iodide transport into the thyroid) was administered. Emittance of radioactivity was measured over the thyroid and compared to initial result.

The iodine in the urine is measured by a modification of the traditional colorimetric method of Sandell and Kolthoff (1937) [11]. This was done using the ammonium persulfate method as described by Pino et al. (1996) [12]. Urine was digested with ammonium persulfate. The iodine in the urine samples catalyses the reduction of ceric ammonium sulphate (yellow colour) to the cerous form (colourless) in the presence of arsenious acid. The degree of reduction in colour intensity of the yellow ceric ammonium sulphate is proportional to the iodine content in the urine sample.

Peripheral blood samples were collected from the case and control individuals. Genomic DNA was isolated from the blood leucocytes by using QIAamp Blood Kit (QIAGEN, Hilden, Germany). The human TPO gene (Exon 7 to Exon 14) was amplified by PCR. PCR was performed in a thermocycler (Applied Biosystems, Model number 9902) using specific primers for each of the exons (Table 1). The reaction mixture (25 μL) contained 40–100 ng of genomic DNA, 1.5 mM MgCl2, 100 μM of each dNTP, 0.4 μM of each primer, and 0.5 unit of Taq DNA polymerase (Applied Biosystems). Denaturation at 95°C for 30 seconds, annealing at 55–60°C for 30 seconds, and extension at 72°C for 30 seconds × 44 cycles were performed. The PCR product was analyzed in 2% agarose gel electrophoresis for verifying the size of the PCR product. PCR fragments were purified from agarose gel using Gel Extraction kit (Genei Bangalore).

ExonsPrimersSequenceAmplicon size (bp)





Exon 11Forward5′-CTGCCCTGAGGGTGTAAGG-3′446




The PCR products were sequenced by using Big Dye Terminator kit v3.1 (Applied Biosystems) in ABI Prism 377 DNA Sequencer (PE Applied Biosystems). Purified amplicons were used for sequencing reaction and the reaction mixture (10 μL) contained 150 ng DNA, 5 μM primer (either forward or reverse), 0.5 μL BD, and 1.9 μL 5 BD buffer. Denaturation at 96°C for 10 seconds, annealing at 50–55°C for 10 seconds, and extension at 60°C for 4 min 25 cycles were performed. 10 μL PCR mix was added with solution I (10 μL mq H2O, 2 μL 125 mM EDTA, and pH 8.0) and solution II (50 μL ehanol, 2 μL Na-acetate, and pH 4.6). The mixture was kept in dark for 25 min and centrifuged at room temperature (13000 rpm for 30 min) and sample was dried in speed vac. Then, 12 μL Hi-Di (formamide) was added in sample and stored at dark for 15 min and incubated at 96°C dry bath and we allowed the sample for snap chill in ice. Then, the sample was loaded in DNA Sequencer.

Sequences alignment between sequences of case and control individuals was performed to find the best matching piecewise (local) or global alignments of two query sequences using clustalW programme.

Polymorphism in the TPO gene, identified in this study, including nonsynonymous SNPs in the coding region, deletions, and insertions have been assayed in vitro. We used Invitrogen GeneArt Site-Directed Mutagenesis System for this purpose, for example, Glu 641 Lys, Asp 668 Asn, Thr 725 Pro, Asp 620 Asn, Ser 398 Thr, and Ala 373 Ser; these changes were incorporated into wild TPO cDNA through this method.

We used pcDNA3.1 (vector) for TPO cDNA cloning. Double restriction enzyme (EcoRI, KpnI) digestions were performed by incubating TPO cDNA and vector molecules with an appropriate amount of restriction enzyme, in its respective buffer as recommended by the supplier, and at the optimal temperature. The cut DNA fragment and vector are covalently joined together by DNA ligase.

Transformation is the method of introducing foreign DNA into bacterial cells. The recombinant plasmids (TPO cDNA + plasmid) were amplified in DH5 alpha competent cells. The uptake of recombinant plasmids by DH5 alpha cell was carried out in ice-cold CaCl2 (0–5°C) and subsequent heat shock (42°C for about 90 sec). Selection of DH5 alpha competent cells containing recombinant plasmids (TPO cDNA + plasmid) was done by ampicillin treatment. Plasmid was purified by use of the plasmid isolation kit (PureLink Quick Plasmid Miniprep Kit, Invitrogen). We used Invitrogen Lipofectamine Reagent for transfection. COS 7 cells were grown in 3.8 cm dishes in DMEM supplemented with 50 mL/L bovine calf serum and penicillin-streptomycin in 5% CO2 atmosphere at 37°C. When the cells reached ~90% confluence, they were transfected with 1 μg of recombinant plasmid DNA (wild-type and mutant) per 3.8 cm dish with Lipofectamine. After incubation for 48 h, the cells were harvested for activity study. Cells were harvested with trypsin EDTA treatment and protein concentration was determined on a 100 μL aliquot using the Bio-Rad protein assay (BioRad, Munchen, Germany). The cells were pelleted and subsequently suspended in 0.1% deoxycholate containing 1% aprotinin and incubated for 10 min at 4°C. The extract was microcentrifuged for 5 min, and the supernatant was removed to measure enzymatic activity using the guaiacol and assays. For the guaiacol assay, 50 μL of the supernatant was assayed in a final volume of 750 μL, containing 35 mM guaiacol and 0.5 mM H2O2 in 0.1 M Tris-HCl, pH 8.6. The absorbance at 470 nm was followed and activity was expressed as . For the assay, 25 μL of the supernatant was used in a final volume of 750 μL containing 0.1 M potassium phosphate, pH 7.5, 50 mM potassium iodide, and 0.25 mM H2O2. The absorbance at 353 nm was followed, and activity was expressed as . Spectrophotometric analysis was done on a Shimadzu UV-200.

Thirty micrograms of the deoxycholate extracted membrane protein fraction containing recombinant TPO and normal control TPO were electrophoresed on a 7.5% SDS-polyacrylamide gel. The gel was blotted onto nitrocellulose using a Bio-Rad Mini Protean 2 system (Bio-Rad Labs, Richmond, CA), followed by incubation with rabbit antihuman TPO antibody (abcam, EPR5379). TPO protein was visualized using ECL Western blotting detection reagent (abcam).

2.1. Statistical Methods

χ2 and Fisher exact tests were used to test the allelic and genotypic associations of each SNP. Student’s t-test was used to calculate any statistically significant difference of continuous independent variables like age, TSH, and FT4 within the control and patient groups. All tests were done using GraphPad InStat software (GraphPad InStat software, San Diego, CA). Odds ratio and 95% confidential intervals were also calculated using the same software. A Bonferroni correction was applied for multiple testing.

3. Results

The case and control groups were well balanced in terms of age and gender. There is no significant difference between two groups (Table 2). Case individuals exhibited varied clinical manifestations. The associated clinical manifestations of hypothyroidism were goiter (65.5%), lethargy (61%), muscle cramp (55%), loss of memory (51%), hoarseness of voice (40.5%), weight loss (8% in male and 30% in female), constipation (55%), cold intolerance (60%), weight gain (45%) etc.,(Table 3).

Case ( )Control ( ) value

 Male29 (14.5%)32 (16%) 0.88
 Female171 (85.5%)168 (84%)0.80
Age (Mean ± SD)

Clinical manifestations Case ( ) % Control ( ) % value

*Family history
 Present 9346.563<0.0001
 Absent 10753.519497
*Weight gain
Loss of memory
 No 984911055
 Yes12261 91460.002
 No 783910954
*Muscle cramp
 Yes11055 88440.03
*Cold intolerance
 No 80 408743
 Yes10955 80400.005

at the time of diagnosis.

The TSH level was significantly high and FT4 and T3 levels were significantly low in case population. In control population average serum TSH level was μU/mL as compared to μU/mL in case population. Similarly, serum FT4 level was  ng/dL in control population as compared to  ng/dL in case population. Serum T3 level was  ng/dL in control population as compared to  ng/dL in case population. 44 patients showed positive TPO antibody level (Figure 1).

The 123I uptake as shown by 83 patients at 3 hours was 48.1% and 75.3% of 123I was discharged at 60 min after the oral administration of KClO4 at a dose of 0.4 g in the perchlorate discharge test, confirming iodide organification defect in the thyroid gland. In our patient population, we found that 192 patients were within the level of 10–20 μg/dL. In overall, 96% of the patients had UIE levels in the ranges of optimal iodine nutrition (10–20 μg/dL) (WHO, UNICEF, and ICCIDD, 2001).

Mutation screening of TPO gene in both case and control groups, showed six nonsynonymous changes: c. 1117 G>T: Ala 373 Ser, c. 1193G>C: Ser 398 Thr, c. 1858 G>A: Asp 620 Asn, c. 1921 G>A: Glu 641 Lys, c. 2002G>A: Asp668Asn, and c. 2173A>C: Thr725Pro (Figure 2). After the Bonferroni correction for multiple comparisons a strong association was observed between the Asp 620 Asn, Glu 641 Lys, and Thr 725 Pro SNPs and hypothyroidism (Table 4).

SNPAlleleAllele frequencyOdds ratio (95% CI) valueGenotype Case ( )Control ( ) Odds ratio (95% CI) value
Case Control

c. 1117 G>TG0.540.591.23 (0.93–1.62)0.17GG34%35%Reference
Ala 373 SerT0.460.41GT40%48.5%GG versus GT: 0.85 (0.54–1.33)0.54
TT26%16.5%GG versus TT: 1.62 (0.94–2.81)0.11
GG + GT versus TT: 1.78 (1.09–2.90)0.028

c. 1193G>CC 0.730.680.79 (0.58–1.07)0.14CC 57.5%49%Reference
Ser 398 ThrG0.270.32GC30.5%37.5%CC versus GC: 0.69 (0.45–1.07)0.12
GG 12%13.5%CC versus GG: 0.76 (0.41–1.40)0.46

c.1858 G>AG 0.900.962.67 (1.47–4.85)0.001GG 85.0%93.0%Reference
Asp 620 Asn A 0.100.04GA 10.5%6.50%GG versus GA: 1.77 (0.86–3.64) 0.11
AA 4.5%0.50%GG versus AA: 9.85 (1.23–78.54)0.008
GG versus GA + AA: 2.34 (1.20–4.57)0.011

c. 1921 G>AG0.870.942.34 (1.41–3.88)0.001GG77.5%89%Reference
Glu 641 LysA0.130.06GA18.5%11%GG versus GA: 1.93 (1.09–3.41) 0.022
AA4.0%0.0%GG versus GA + AA: 2.35 (1.35–4.09)0.002

c. 2002 G>AG 0.930.941.18 (0.67–2.07)0.56GG 86.5%88.5%Reference
Asp 668 Asn A 0.070.06GA 12.5%11.5%GG versus GA: 1.11 (0.61–2.03) 0.73
AA 1.0%0.0%

c. 2173 A>C A0.540.631.45 (1.09–1.92)0.01AA35%41.0%Reference
Thr 725 ProC0.460.37AC37.5%44.0%AA versus AC: 1.00 (0.64–1.56)0.99
CC27.5%15.0%AA versus CC: 2.15 (1.24–3.71)0.006
AA + AC versus CC: 2.15 (1.31–3.53)0.002

Chi-square test was used to compare the genotype and allele frequencies between cases and controls.
value < 0.05 is considered to be statistically significant.

To measure wild-type and mutant enzyme activity, both the I and guaiacol assays were carried out. Wild-type recombinant TPO showed enzymatic activity in both assays. Mutant TPO showed relatively nonenzymatic reaction rate (Table 5).

MutationGuaiacol oxidationIodide oxidation

Wild type
Glu 641 LysND*
Asp 668 Asn
Thr 725 ProND*
Asp 620 AsnND*
Ser 398 Thr
Ala 373 Ser *

Enzyme activity was activity expressed as ·min−1·mg protein−1.
*Comparable with nonenzymatic reaction rate ( ). ND: no detectable activity (<10% of wild-type expressed TPO) [5].

All mutants expressed reduced amount of TPO on the Western blot. In Figure 3(a), Western blot showed expression of wild-type and mutated recombinant TPO. Lane 1 showed wild-type recombinant TPO. Lanes 2–4 showed recombinant TPO containing (2-Glu 641 Lys, 3-Asp 668 Asn, and 4-Thr 725 Pro) changes. In Figure 3(b), Western blot showed expression of wild-type and mutated recombinant TPO. Lane 1 showed wild-type recombinant TPO. Lanes 2–4 showed recombinant TPO Containing (2-Asp 620 Asn, 3-Ser 398 Thr, and 4-Ala 373 Ser) changes.

4. Discussion

The present study reveals clinical analysis of hypothyroidism in screened population. Hypothyroid patients exhibited significant increase in the level of serum TSH than control. As expected, patients showed lower level of T3 and FT4 as compared to control population. 83 patients showed positive result in the perchlorate discharge test confirming iodide organification defect in the thyroid gland. The urinary iodine excretion (UIE) of 96% patients was within the levels of 10–20 μg/dL which were in the range of optimal iodine nutrition (10–20 μg/dL) (WHO, UNICEF, and ICCIDD 2001). Therefore, UIE levels indicate that iodine deficiency is currently not a public health problem in our screened population.

Our study identified six different SNPs, among these three SNPs (Asp 620 Asn, Glu 641 Lys, and Thr 725 Pro) are significantly associated with hypothyroidism. We also try to find out the association between TPO gene polymorphisms and Anti-TPO level in our study subjects and we did not find any association (data not shown). However, several groups in different population like Tehranian population [13] and Iranian population [14] showed association between TPO gene polymorphisms and anti-TPO level. Our study needs much larger sample size which may help in better understanding of association between TPO gene polymorphisms and anti-TPO level.

Based on the literature, Exons 7–11 encode the catalytic center of the TPO protein (heme binding region) which is crucial for the enzymatic activity [15]. On the other hand, previous findings also indicate that Exons 7–14 harbor mutational hot spots [15]. Thus, mutations in these regions are expected to have major effects on TPO activity resulting in severe organification defect and severe hypothyroidism. In Glu 641 Lys, negative charged amino acid is replaced by positive charged amino acid. As we know, Threonine is the phosphorylation site of the protein which is important for the activation of the protein [16, 17]. Therefore, mutations in this amino acid may change the activity of TPO enzyme which may ultimately reduce the functional efficacy of the enzyme.

We established the effect of these polymorphisms through in vitro assay. Some polymorphisms (Glu 641 Lys, Thr 725 Pro, and Asp 620 Asn) were enzymatically inactive in both the guaiacol and iodide assays. They also showed reduced amount of TPO on the Western blot. This is a strong indication that the changes are present at crucial positions of the TPO gene, resulting in inactivated TPO.

5. Conclusions

Thus, the above changes of amino acids may exert its effect on the structure and functional activity of TPO. Our study tried to detect the genetic etiology of this disease which may further help us to risk categorize for hypothyroidism. This study also helps to develop a genetic screening protocol for hypothyroidism, specifically for the Indian population.

Conflict of Interests

The authors declare that there is no conflict of interests regarding the publication of this paper.

Authors’ Contribution

Srikanta Guria and Biswabandhu Bankura contributed equally to this paper.


This work was supported by Grant from the Department of Biotechnology, Government of India (no. BT/PR9342/Med/12/346/2007). The authors would like to thank the families who gave their consent and collaborated in this study.


  1. J. R. Baker Jr., P. Arscott, and J. Johnson, “An analysis of the structure and antigenicity of different forms of human thyroid peroxidase,” Thyroid, vol. 4, no. 2, pp. 173–178, 1994. View at: Google Scholar
  2. J. P. Banga, D. Mahadevan, G. J. Barton et al., “Prediction of domain organisation and secondary structure of thyroid peroxidase, a human autoantigen involved in destructive thyroiditis,” FEBS Letters, vol. 266, no. 1-2, pp. 133–141, 1990. View at: Publisher Site | Google Scholar
  3. S. Kimura, Y.-S. Hong, T. Kotani, S. Ohtaki, and F. Kikkawa, “Structure of the human thyroid peroxidase gene: comparison and relationship to the human myeloperoxidase gene,” Biochemistry, vol. 28, no. 10, pp. 4481–4489, 1989. View at: Google Scholar
  4. C. M. Rivolta, S. A. Esperante, L. Gruñeiro-Papendieck et al., “Five novel inactivating mutations in the thyroid peroxidase gene responsible for congenital goiter and iodide organification defect,” Human mutation, vol. 22, no. 3, p. 259, 2003. View at: Google Scholar
  5. H. Bikker, F. Baas, and J. J. De Vijlder, “Molecular analysis of mutated thyroid peroxidase detected in patients with total iodide organification defects,” The Journal of Clinical Endocrinology and Metabolism, vol. 82, no. 2, pp. 649–653, 1997. View at: Google Scholar
  6. B. Bakker, H. Bikker, T. Vulsma, J. S. E. De Randamie, B. M. Wiedijk, and J. J. M. De Vijlder, “Two decades of screening for congenital hypothyroidism in the Netherlands: TPO gene mutations in total iodide organification defects (an update),” Journal of Clinical Endocrinology and Metabolism, vol. 85, no. 10, pp. 3708–3712, 2000. View at: Google Scholar
  7. T. Kotani, K. Umeki, J.-I. Kawano et al., “Partial iodide organification defect caused by a novel mutation of the thyroid peroxidase gene in three siblings,” Clinical Endocrinology, vol. 59, no. 2, pp. 198–206, 2003. View at: Publisher Site | Google Scholar
  8. C. Rodrigues, P. Jorge, J. Pires Soares et al., “Mutation screening of the thyroid peroxidase gene in a cohort of 55 Portuguese patients with congenital hypothyroidism,” European Journal of Endocrinology, vol. 152, no. 2, pp. 193–198, 2005. View at: Publisher Site | Google Scholar
  9. J.-Y. Wu, S.-G. Shu, C.-F. Yang, C.-C. Lee, and F.-J. Tsai, “Mutation analysis of thyroid peroxidase gene in Chinese patients with total iodide organification defect: identification of five novel mutations,” Journal of Endocrinology, vol. 172, no. 3, pp. 627–635, 2002. View at: Publisher Site | Google Scholar
  10. A. M. Maskari and A. Alnaqdy, “Frequency of thyroid microsomal and thyroid peroxidase antibody levels in a selected group of Omani patients with Graves' Disease,” Kuwait Medical Journal, vol. 38, no. 1, pp. 10–13, 2006. View at: Google Scholar
  11. E. B. Sandell and I. M. Kolthoff, “Micro determination of iodine by a catalytic method,” Mikrochimica Acta, vol. 1, no. 1, pp. 9–25, 1937. View at: Publisher Site | Google Scholar
  12. S. Pino, S.-L. Fang, and L. E. Braverman, “Ammonium persulfate: a safe alternative oxidizing reagent for measuring urinary iodine,” Clinical Chemistry, vol. 42, no. 2, pp. 239–243, 1996. View at: Google Scholar
  13. B. Faam, M. S. Daneshpour, F. Azizi, M. Salehi, and M. Hedayati, “Association between TPO gene polymorphisms and Anti-TPO level in Tehranian population: TLGS,” Gene, vol. 498, no. 1, pp. 116–119, 2012. View at: Publisher Site | Google Scholar
  14. M. Hedayati, M. S. Jahromi, M. Z. Yeganeh, M. S. Daneshpour, L. H. Rad, and F. Azizi, “Association between serum level of anti-TPO titer and polymorphisms G1193/C Exon 8 and C2145/T Exon 12 of thyroid peroxidase gene in an Iranian population,” International Journal of Endocrinology and Metabolism, vol. 8, no. 2, pp. 64–67, 2010. View at: Google Scholar
  15. H. Bikker, T. Vulsma, F. Baas, and J. J. M. De Vijlder, “Identification of five novel inactivating mutations in the human thyroid peroxidase gene by denaturing gradient gel electrophoresis,” Human Mutation, vol. 6, no. 1, pp. 9–16, 1995. View at: Publisher Site | Google Scholar
  16. M. Huse and J. Kuriyan, “The conformational plasticity of protein kinases,” Cell, vol. 109, no. 3, pp. 275–282, 2002. View at: Publisher Site | Google Scholar
  17. A. Krupa, G. Preethi, and N. Srinivasan, “Structural modes of stabilization of permissive phosphorylation sites in protein kinases: distinct strategies in Ser/Thr and Tyr kinases,” Journal of Molecular Biology, vol. 339, no. 5, pp. 1025–1039, 2004. View at: Publisher Site | Google Scholar

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