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Volumn 78, Issue , 2020, Pages

Effect of multispecies probiotic on gut microbiota composition in individuals with intestinal constipation: A double-blind, placebo-controlled randomized trial

Author keywords

Constipation; Microbiota; Probiotics

Indexed keywords

LAXATIVE; PROBIOTIC AGENT; RNA 16S;

EID: 85089375997     PISSN: 08999007     EISSN: 18731244     Source Type: Journal    
DOI: 10.1016/j.nut.2020.110890     Document Type: Article
Times cited : (23)

References (45)
  • 1
    • 84905389962 scopus 로고    scopus 로고
    • Intestinal microbiota in pathophysiology and management of irritable bowel syndrome
    • Lee, K.N., Lee, O.Y., Intestinal microbiota in pathophysiology and management of irritable bowel syndrome. World J Gastroenterol 20 (2014), 8886–8897.
    • (2014) World J Gastroenterol , vol.20 , pp. 8886-8897
    • Lee, K.N.1    Lee, O.Y.2
  • 2
    • 84978795405 scopus 로고    scopus 로고
    • Intestinal microbiota and chronic constipation
    • Zhao, Y., Yu, Y., Intestinal microbiota and chronic constipation. Springerplus, 5, 2016, 1130.
    • (2016) Springerplus , vol.5 , pp. 1130
    • Zhao, Y.1    Yu, Y.2
  • 3
    • 84905675648 scopus 로고    scopus 로고
    • Expert consensus document. The international scientific association for probiotic and prebiotic consensus statement on the scope and appropriate use of the term probiotic
    • Hill, C., Guarner, F., Reid, G., Gibson, G.R., Mirenstein, D.J., Pot, B., et al. Expert consensus document. The international scientific association for probiotic and prebiotic consensus statement on the scope and appropriate use of the term probiotic. Nat Rev Gastroenterol Hepathol 11 (2014), 506–514.
    • (2014) Nat Rev Gastroenterol Hepathol , vol.11 , pp. 506-514
    • Hill, C.1    Guarner, F.2    Reid, G.3    Gibson, G.R.4    Mirenstein, D.J.5    Pot, B.6
  • 4
    • 85077107450 scopus 로고    scopus 로고
    • Effects of probiotic use on quality of life and physical activity in constipated female university students: a randomized, double-blind placebo
    • Kommers, M.J., Silva Rodrigues, R.A., Miyajima F avala Zavala, A.A., Ultramari, V.R.L.M., Fett, W.C.R., et al. Effects of probiotic use on quality of life and physical activity in constipated female university students: a randomized, double-blind placebo. J Altern Complement Med 25 (2019), 1163–1171.
    • (2019) J Altern Complement Med , vol.25 , pp. 1163-1171
    • Kommers, M.J.1    Silva Rodrigues, R.A.2    Miyajima F avala Zavala, A.A.3    Ultramari, V.R.L.M.4    Fett, W.C.R.5
  • 5
    • 84907258875 scopus 로고    scopus 로고
    • The effect of probiotics on functional constipation in adults: a systematic review and meta-analysis of randomized controlled trials
    • Dimidi, E., Christodoulides, S., Fragkos, K.C., Scott, S.M., Whelan, K., The effect of probiotics on functional constipation in adults: a systematic review and meta-analysis of randomized controlled trials. Am J Clin Nutr 100 (2014), 1075–1084.
    • (2014) Am J Clin Nutr , vol.100 , pp. 1075-1084
    • Dimidi, E.1    Christodoulides, S.2    Fragkos, K.C.3    Scott, S.M.4    Whelan, K.5
  • 6
    • 85013847183 scopus 로고    scopus 로고
    • Bifidobacterium adolescentis exerts strain-specific effects on constipation induced by loperamide in BALB/c mice
    • Wang, L., Hu, L., Xu, Q., Yin, B., Fang, D., Wang, G., et al. Bifidobacterium adolescentis exerts strain-specific effects on constipation induced by loperamide in BALB/c mice. Int J Mol Sci, 18, 2017, E318.
    • (2017) Int J Mol Sci , vol.18 , pp. E318
    • Wang, L.1    Hu, L.2    Xu, Q.3    Yin, B.4    Fang, D.5    Wang, G.6
  • 8
    • 85005978182 scopus 로고    scopus 로고
    • Effects of supplementation of the Synbiotic Ecologic® 825/FOS P6 on intestinal barrier function in healthy humans: a randomized controlled trial
    • Wilms, E., Gerritsen, J., Smidt, H., Besseling-van der Vaart, I., Rijkers, G.T., Garcia Fuentes, A.R., et al. Effects of supplementation of the Synbiotic Ecologic® 825/FOS P6 on intestinal barrier function in healthy humans: a randomized controlled trial. PLos One, 11, 2016, e0167775.
    • (2016) PLos One , vol.11
    • Wilms, E.1    Gerritsen, J.2    Smidt, H.3    Besseling-van der Vaart, I.4    Rijkers, G.T.5    Garcia Fuentes, A.R.6
  • 9
    • 84992316963 scopus 로고    scopus 로고
    • randomised, double-blind, placebo-controlled clinical study: the effects of a synbiotic, Lepicol, in adults with chronic, functional constipation
    • Cudmore, S., Doolan, A., Lacey, S., Shanahan, F.A., randomised, double-blind, placebo-controlled clinical study: the effects of a synbiotic, Lepicol, in adults with chronic, functional constipation. Int J Food Sci Nutr 8 (2017), 366–377.
    • (2017) Int J Food Sci Nutr , vol.8 , pp. 366-377
    • Cudmore, S.1    Doolan, A.2    Lacey, S.3    Shanahan, F.A.4
  • 10
    • 84937725450 scopus 로고    scopus 로고
    • Effect of a double-coated probiotic formulation on functional constipation in the elderly: a randomized, double blind, controlled study
    • Yeun, Y., Lee, J., Effect of a double-coated probiotic formulation on functional constipation in the elderly: a randomized, double blind, controlled study. Arch Pharm Res 38 (2015), 1345–1350.
    • (2015) Arch Pharm Res , vol.38 , pp. 1345-1350
    • Yeun, Y.1    Lee, J.2
  • 11
    • 84883473232 scopus 로고    scopus 로고
    • Synbiotic consumption changes the metabolism and composition of the gut microbiota in older people and modifies inflammatory processes: a randomised, double-blind, placebo-controlled crossover study
    • Macfarlane, S., Cleary, S., Bahrami, B., Reynolds, N., Macfarlane, G.T., Synbiotic consumption changes the metabolism and composition of the gut microbiota in older people and modifies inflammatory processes: a randomised, double-blind, placebo-controlled crossover study. Aliment Pharmacol Ther 38 (2013), 804–816.
    • (2013) Aliment Pharmacol Ther , vol.38 , pp. 804-816
    • Macfarlane, S.1    Cleary, S.2    Bahrami, B.3    Reynolds, N.4    Macfarlane, G.T.5
  • 13
    • 85082129820 scopus 로고    scopus 로고
    • End-to-end assessment of fecal bacteriome analysis: from sample processing to DNA sequencing and bioinformatics results
    • Christoff, A.P., Cruz, G.N.F., Sereia, A.F.R., Yamanaka, L.E., Silveira, P.P., de Oliveira, L.F.V., End-to-end assessment of fecal bacteriome analysis: from sample processing to DNA sequencing and bioinformatics results. BioRxiv, 22, 2019.
    • (2019) BioRxiv , vol.22
    • Christoff, A.P.1    Cruz, G.N.F.2    Sereia, A.F.R.3    Yamanaka, L.E.4    Silveira, P.P.5    de Oliveira, L.F.V.6
  • 14
    • 85089372533 scopus 로고    scopus 로고
    • R Development Core Team. R. a language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing.
    • R Development Core Team. R. a language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing.
  • 15
    • 80054078476 scopus 로고    scopus 로고
    • Fast, scalable generation of high-quality protein multiple sequence alignments using Clustal Omega
    • Sievers, F., Wilm, A., Dineen, D., Gibson, T.J., Karplus, K., Li, W., et al. Fast, scalable generation of high-quality protein multiple sequence alignments using Clustal Omega. Mol Syst Biol, 7, 2011, 539.
    • (2011) Mol Syst Biol , vol.7 , pp. 539
    • Sievers, F.1    Wilm, A.2    Dineen, D.3    Gibson, T.J.4    Karplus, K.5    Li, W.6
  • 16
    • 67649327176 scopus 로고    scopus 로고
    • FastTree: computing large minimum-evolution trees with profiles instead of a distance matrix
    • Price, M.N., Dehal, P.S., Arkin, A.P., FastTree: computing large minimum-evolution trees with profiles instead of a distance matrix. Mol Biol Evol 26 (2009), 1641–1650.
    • (2009) Mol Biol Evol , vol.26 , pp. 1641-1650
    • Price, M.N.1    Dehal, P.S.2    Arkin, A.P.3
  • 17
    • 0003437299 scopus 로고    scopus 로고
    • PHYLIP (Phylogeny Inference Package) version 3.6. Distributed by the author
    • Department of Genome Sciences, University of Washington Seattle
    • Felsenstein, J., PHYLIP (Phylogeny Inference Package) version 3.6. Distributed by the author. 2005, Department of Genome Sciences, University of Washington, Seattle.
    • (2005)
    • Felsenstein, J.1
  • 18
    • 84876427223 scopus 로고    scopus 로고
    • Phyloseq: An R package for reproducible interactive analysis and graphics of microbiome census data
    • McMurdie, P.J., Holmes, S., Phyloseq: An R package for reproducible interactive analysis and graphics of microbiome census data. PLos One, 8, 2013, e61217.
    • (2013) PLos One , vol.8 , pp. e61217
    • McMurdie, P.J.1    Holmes, S.2
  • 19
    • 84924629414 scopus 로고    scopus 로고
    • Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
    • Love, M.I., Huber, W., Anders, S., Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol, 15, 2014, 550.
    • (2014) Genome Biol , vol.15 , pp. 550
    • Love, M.I.1    Huber, W.2    Anders, S.3
  • 20
    • 84916910518 scopus 로고    scopus 로고
    • Modulation of fecal Clostridiales bacteria and butyrate by probiotic intervention with Lactobacillus paracasei DG varies among healthy adults
    • Ferrario, C., Taverniti, V., Milani, C., Fiore, W., Laureati, M., De Noni, I., et al. Modulation of fecal Clostridiales bacteria and butyrate by probiotic intervention with Lactobacillus paracasei DG varies among healthy adults. J Nutr 144 (2014), 1787–1796.
    • (2014) J Nutr , vol.144 , pp. 1787-1796
    • Ferrario, C.1    Taverniti, V.2    Milani, C.3    Fiore, W.4    Laureati, M.5    De Noni, I.6
  • 23
    • 85011085755 scopus 로고    scopus 로고
    • Mechanisms of inflammation-driven bacterial dysbiosis in the gut
    • Zeng, M.Y., Inohara, N., Nuñez, G., Mechanisms of inflammation-driven bacterial dysbiosis in the gut. Mucosal Immunol 10 (2017), 18–26.
    • (2017) Mucosal Immunol , vol.10 , pp. 18-26
    • Zeng, M.Y.1    Inohara, N.2    Nuñez, G.3
  • 24
    • 84922392502 scopus 로고    scopus 로고
    • Impaired viscosity of gastric secretion and its mucin content as potential contributing factors to the development of chronic constipation
    • Castro-Combs, J., Garcia, C.J., Majewski, M., Wallner, G., Sarosiek, J., Impaired viscosity of gastric secretion and its mucin content as potential contributing factors to the development of chronic constipation. Dig Dis Sci 59 (2014), 2730–2734.
    • (2014) Dig Dis Sci , vol.59 , pp. 2730-2734
    • Castro-Combs, J.1    Garcia, C.J.2    Majewski, M.3    Wallner, G.4    Sarosiek, J.5
  • 25
    • 13944255868 scopus 로고    scopus 로고
    • Analysis of the fecal microbiota of irritable bowel syndrome patients and healthy controls with real-time PCR
    • Malinen, E., Rinttila, T., Kajander, K., Matto, J., Kassinen, A., Krogius, L., et al. Analysis of the fecal microbiota of irritable bowel syndrome patients and healthy controls with real-time PCR. Am J Gastroenterol 100 (2005), 373–382.
    • (2005) Am J Gastroenterol , vol.100 , pp. 373-382
    • Malinen, E.1    Rinttila, T.2    Kajander, K.3    Matto, J.4    Kassinen, A.5    Krogius, L.6
  • 26
    • 84155180844 scopus 로고    scopus 로고
    • Distinct microbial populations exist in the mucosa-associated microbiota of sub-groups of irritable bowel syndrome
    • Parkes, G.C., Rayment, N.B., Hudspith, B.N., Petrovska, L., Lomer, M.C., Brostoff, J., et al. Distinct microbial populations exist in the mucosa-associated microbiota of sub-groups of irritable bowel syndrome. Neurogastroenterol Motil 24 (2012), 31–39.
    • (2012) Neurogastroenterol Motil , vol.24 , pp. 31-39
    • Parkes, G.C.1    Rayment, N.B.2    Hudspith, B.N.3    Petrovska, L.4    Lomer, M.C.5    Brostoff, J.6
  • 27
    • 22144476548 scopus 로고    scopus 로고
    • Spatial organization and composition of the mucosal flora in patients with inflammatory bowel disease
    • Swidsinski, A., Weber, J., Loening-Baucke, V., Hale, L.P., Lochs, H., Spatial organization and composition of the mucosal flora in patients with inflammatory bowel disease. J Clin Microbiol 43 (2005), 3380–3389.
    • (2005) J Clin Microbiol , vol.43 , pp. 3380-3389
    • Swidsinski, A.1    Weber, J.2    Loening-Baucke, V.3    Hale, L.P.4    Lochs, H.5
  • 28
    • 80054857288 scopus 로고    scopus 로고
    • Global and deep molecular analysis of microbiota signatures in fecal samples from patients with irritable bowel syndrome
    • Rajilic-Stojanovi, M., Biagi, E., Heilig, H.G., Kajander, K., Kekkonen, R.A., Tims, S., et al. Global and deep molecular analysis of microbiota signatures in fecal samples from patients with irritable bowel syndrome. Gastroenterology 141 (2011), 1792–1801.
    • (2011) Gastroenterology , vol.141 , pp. 1792-1801
    • Rajilic-Stojanovi, M.1    Biagi, E.2    Heilig, H.G.3    Kajander, K.4    Kekkonen, R.A.5    Tims, S.6
  • 29
    • 74549200558 scopus 로고    scopus 로고
    • Diarrhoea-predominant irritable bowel syndrome distinguishable by 16S rRNA gene phylotype quantification
    • Lyra, A., Rinttila, T., Nikkila, J., Krogius-Kurikka, L., Kajander, K., Malinen, E., et al. Diarrhoea-predominant irritable bowel syndrome distinguishable by 16S rRNA gene phylotype quantification. World J Gastroenterol 15 (2009), 5936–5945.
    • (2009) World J Gastroenterol , vol.15 , pp. 5936-5945
    • Lyra, A.1    Rinttila, T.2    Nikkila, J.3    Krogius-Kurikka, L.4    Kajander, K.5    Malinen, E.6
  • 30
    • 85020345223 scopus 로고    scopus 로고
    • Effects of prebiotics and synbiotics on functional constipation
    • Yu, T., Zheng, Y.P., Tan, J.C., Xiong, W.J., Wang, Y., Lin, L., Effects of prebiotics and synbiotics on functional constipation. Am J Med Sci 353 (2017), 282–292.
    • (2017) Am J Med Sci , vol.353 , pp. 282-292
    • Yu, T.1    Zheng, Y.P.2    Tan, J.C.3    Xiong, W.J.4    Wang, Y.5    Lin, L.6
  • 31
    • 84984692528 scopus 로고    scopus 로고
    • A randomized, double-blind, placebo-controlled trial: the efficacy of multispecies probiotic supplementation in alleviating symptoms of irritable bowel syndrome associated with constipation
    • Mezzasalma, V., Manfrini, E., Ferri, E., Sandionigi, A., La Ferla, B., Schiano, I., et al. A randomized, double-blind, placebo-controlled trial: the efficacy of multispecies probiotic supplementation in alleviating symptoms of irritable bowel syndrome associated with constipation. BioMed Res Int, 2016, 2016, 4740907.
    • (2016) BioMed Res Int , vol.2016
    • Mezzasalma, V.1    Manfrini, E.2    Ferri, E.3    Sandionigi, A.4    La Ferla, B.5    Schiano, I.6
  • 32
    • 84978915588 scopus 로고    scopus 로고
    • Contemporary meta-analysis of short-term probiotic consumption on gastrointestinal transit
    • Miller, L.E., Zimmermann, A.K., Ouwehand, A.C., Contemporary meta-analysis of short-term probiotic consumption on gastrointestinal transit. World J Gastroenterol, 22, 2016, 5122.
    • (2016) World J Gastroenterol , vol.22 , pp. 5122
    • Miller, L.E.1    Zimmermann, A.K.2    Ouwehand, A.C.3
  • 33
    • 33644878279 scopus 로고    scopus 로고
    • Alterations in the colonic flora and intestinal permeability and evidence of immune activation in chronic constipation
    • Khalif, I.L., Quigley, E.M., Konovitch, E.A., Maximova, I.D., Alterations in the colonic flora and intestinal permeability and evidence of immune activation in chronic constipation. Dig Liver Dis 37 (2005), 838–849.
    • (2005) Dig Liver Dis , vol.37 , pp. 838-849
    • Khalif, I.L.1    Quigley, E.M.2    Konovitch, E.A.3    Maximova, I.D.4
  • 34
    • 85020187182 scopus 로고    scopus 로고
    • Mechanisms of action of probiotics and the gastrointestinal microbiota on gut motility and constipation
    • Dimidi, E., Christodoulides, S., Scott, S.M., Whelan, K., Mechanisms of action of probiotics and the gastrointestinal microbiota on gut motility and constipation. Adv in Nutr 8 (2017), 484–494.
    • (2017) Adv in Nutr , vol.8 , pp. 484-494
    • Dimidi, E.1    Christodoulides, S.2    Scott, S.M.3    Whelan, K.4
  • 35
    • 64749096222 scopus 로고    scopus 로고
    • Understanding the mechanisms by which probiotics inhibit gastrointestinal pathogens
    • Corr, S.C., Hill, C., Gahan, C.G., Understanding the mechanisms by which probiotics inhibit gastrointestinal pathogens. Adv Food Nutr Res 56 (2009), 1–15.
    • (2009) Adv Food Nutr Res , vol.56 , pp. 1-15
    • Corr, S.C.1    Hill, C.2    Gahan, C.G.3
  • 36
    • 85032283387 scopus 로고    scopus 로고
    • Two Lactobacillus species inhibit the growth and α-toxin production of Clostridium perfringens and induced proinflammatory factors in chicken intestinal epithelial cells in vitro
    • Guo, S., Liu, D., Zhang, B., Li, Z., Li, Y., Ding, B., et al. Two Lactobacillus species inhibit the growth and α-toxin production of Clostridium perfringens and induced proinflammatory factors in chicken intestinal epithelial cells in vitro. Front Microbiol, 8, 2017, 2081.
    • (2017) Front Microbiol , vol.8 , pp. 2081
    • Guo, S.1    Liu, D.2    Zhang, B.3    Li, Z.4    Li, Y.5    Ding, B.6
  • 38
    • 40149085541 scopus 로고    scopus 로고
    • Purification and partial characterization of novel bacteriocin L23 produced by Lactobacillus fermentum L23
    • Pascual, L.M., Daniele, M.B., Giordano, W., Pájaro, M.C., Barberis, I.L., Purification and partial characterization of novel bacteriocin L23 produced by Lactobacillus fermentum L23. Curr Microbiol 56 (2008), 397–402.
    • (2008) Curr Microbiol , vol.56 , pp. 397-402
    • Pascual, L.M.1    Daniele, M.B.2    Giordano, W.3    Pájaro, M.C.4    Barberis, I.L.5
  • 39
    • 84879447928 scopus 로고    scopus 로고
    • Effects of a probiotic fermented milk on functional constipation: a randomized, double-blind, placebo-controlled study
    • Mazlyn, M.M., Nagarajah, L.H., Fatimah, A., Norimah, A.K., Goh, K.L., Effects of a probiotic fermented milk on functional constipation: a randomized, double-blind, placebo-controlled study. J Gastroenterol Hepatol 28 (2013), 1141–1147.
    • (2013) J Gastroenterol Hepatol , vol.28 , pp. 1141-1147
    • Mazlyn, M.M.1    Nagarajah, L.H.2    Fatimah, A.3    Norimah, A.K.4    Goh, K.L.5
  • 40
    • 85028653276 scopus 로고    scopus 로고
    • Influence of drinking a probiotic fermented milk beverage containing Bifidobacterium animalis on the symptoms of constipation
    • Moreira, T.R., Leonhardt, D., Conde, S.R., Influence of drinking a probiotic fermented milk beverage containing Bifidobacterium animalis on the symptoms of constipation. Arq Gastroenterol 54 (2017), 206–210.
    • (2017) Arq Gastroenterol , vol.54 , pp. 206-210
    • Moreira, T.R.1    Leonhardt, D.2    Conde, S.R.3
  • 41
    • 84945464520 scopus 로고    scopus 로고
    • Effect of the probiotic strain Bifidobacterium animalis subsp. lactis, BB-12®, on defecation frequency in healthy subjects with low defecation frequency and abdominal discomfort: a randomised, double-blind, placebo-controlled, parallel-group trial
    • Eskesen, D., Jespersen, L., Michelsen, B., Whorwell, P.J., Müller-Lissner, S., Morberg, C.M., Effect of the probiotic strain Bifidobacterium animalis subsp. lactis, BB-12®, on defecation frequency in healthy subjects with low defecation frequency and abdominal discomfort: a randomised, double-blind, placebo-controlled, parallel-group trial. Br J Nutr 114 (2015), 1638–1646.
    • (2015) Br J Nutr , vol.114 , pp. 1638-1646
    • Eskesen, D.1    Jespersen, L.2    Michelsen, B.3    Whorwell, P.J.4    Müller-Lissner, S.5    Morberg, C.M.6
  • 42
    • 85033396006 scopus 로고    scopus 로고
    • Effects of probiotic-containing products on stool frequency and intestinal in constipated adults: systematic review and meta-analysis of randomized controlled trials
    • Miller, L.E., Ouwehand, A.C., Ibarra, A., Effects of probiotic-containing products on stool frequency and intestinal in constipated adults: systematic review and meta-analysis of randomized controlled trials. Ann Gastroenterol 30 (2017), 629–639.
    • (2017) Ann Gastroenterol , vol.30 , pp. 629-639
    • Miller, L.E.1    Ouwehand, A.C.2    Ibarra, A.3
  • 43
    • 85051057019 scopus 로고    scopus 로고
    • Factors associated with response to placebo in patients with irritable bowel syndrome and constipation
    • Ballou, S., Beath, A., Kaptchuk, T.J., Hirsch, W., Sommers, T., Nee, J., et al. Factors associated with response to placebo in patients with irritable bowel syndrome and constipation. Clin Gastroenterol Hepatol 16 (2018), 1738–1744.
    • (2018) Clin Gastroenterol Hepatol , vol.16 , pp. 1738-1744
    • Ballou, S.1    Beath, A.2    Kaptchuk, T.J.3    Hirsch, W.4    Sommers, T.5    Nee, J.6
  • 44
    • 34447517730 scopus 로고    scopus 로고
    • A meta-analysis of the placebo response in complementary and alternative medicine trials of irritable bowel syndrome
    • Dorn, S.D., Kaptchuk, T.J., Park, J.B., Nguyen, L.T., Canenguez, K., Nam, B.H., et al. A meta-analysis of the placebo response in complementary and alternative medicine trials of irritable bowel syndrome. Neurogastroenterol Motil 19 (2007), 630–637.
    • (2007) Neurogastroenterol Motil , vol.19 , pp. 630-637
    • Dorn, S.D.1    Kaptchuk, T.J.2    Park, J.B.3    Nguyen, L.T.4    Canenguez, K.5    Nam, B.H.6
  • 45
    • 77953773581 scopus 로고    scopus 로고
    • Meta-analysis: factors affecting placebo response rate in the irritable bowel syndrome
    • Ford, A.C., Moayyedi, P., Meta-analysis: factors affecting placebo response rate in the irritable bowel syndrome. Aliment Pharmacol Ther 32 (2010), 144–158.
    • (2010) Aliment Pharmacol Ther , vol.32 , pp. 144-158
    • Ford, A.C.1    Moayyedi, P.2


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