Searching variables to assess recreational water quality: the presence of infectious human enterovirus and its correlation with the main variables of water pollution by multivariate statistical approach in Córdoba, Argentina.

Belquis Pamela Aguirre, Gisela Masachessi, Leonardo Jesús Ferreyra, Patricia Biganzoli, Yanina Grumelli, Mariangeles Diaz Panero, Maribel Martinez Wassaf, María Belén Pisano, Adriana Welter, Arnaldo Mangeaud, Viviana Ré, Silvia Viviana Nates, Jorge Victorio Pavan
Author Information
  1. Belquis Pamela Aguirre: Facultad de Ciencias Químicas, Universidad Católica de Córdoba, Obispo Trejo 323, X5000IYH, Cordoba, Argentina.
  2. Gisela Masachessi: Instituto de Virología, Facultad de Ciencias Médicas, Universidad Nacional de Córdoba, Enfermera Gordillo s/n Ciudad Universitaria, X5000GYA, Córdoba, Argentina.
  3. Leonardo Jesús Ferreyra: Instituto de Virología, Facultad de Ciencias Médicas, Universidad Nacional de Córdoba, Enfermera Gordillo s/n Ciudad Universitaria, X5000GYA, Córdoba, Argentina.
  4. Patricia Biganzoli: Instituto de Virología, Facultad de Ciencias Médicas, Universidad Nacional de Córdoba, Enfermera Gordillo s/n Ciudad Universitaria, X5000GYA, Córdoba, Argentina.
  5. Yanina Grumelli: Facultad de Ciencias Químicas, Universidad Católica de Córdoba, Obispo Trejo 323, X5000IYH, Cordoba, Argentina.
  6. Mariangeles Diaz Panero: Facultad de Ciencias Químicas, Universidad Católica de Córdoba, Obispo Trejo 323, X5000IYH, Cordoba, Argentina.
  7. Maribel Martinez Wassaf: Facultad de Ciencias Químicas, Universidad Católica de Córdoba, Obispo Trejo 323, X5000IYH, Cordoba, Argentina.
  8. María Belén Pisano: Facultad de Ciencias Químicas, Universidad Católica de Córdoba, Obispo Trejo 323, X5000IYH, Cordoba, Argentina.
  9. Adriana Welter: Facultad de Ciencias Químicas, Universidad Católica de Córdoba, Obispo Trejo 323, X5000IYH, Cordoba, Argentina.
  10. Arnaldo Mangeaud: Departamento de Bioestadística. Facultad de Ciencias Exactas Físicas y Naturales, Universidad Nacional de Córdoba, Av Velez Sarsfield 1611, 5000, Córdoba, Argentina.
  11. Viviana Ré: Instituto de Virología, Facultad de Ciencias Médicas, Universidad Nacional de Córdoba, Enfermera Gordillo s/n Ciudad Universitaria, X5000GYA, Córdoba, Argentina.
  12. Silvia Viviana Nates: Instituto de Virología, Facultad de Ciencias Médicas, Universidad Nacional de Córdoba, Enfermera Gordillo s/n Ciudad Universitaria, X5000GYA, Córdoba, Argentina.
  13. Jorge Victorio Pavan: Instituto de Virología, Facultad de Ciencias Médicas, Universidad Nacional de Córdoba, Enfermera Gordillo s/n Ciudad Universitaria, X5000GYA, Córdoba, Argentina. jpavan@mater.fcm.unc.edu.ar. ORCID

Abstract

Surface waters are used by local populations for different purposes, such as recreational activities, water source for human and animal consumption, and irrigation among others, which lead to the need for management strategies on water health and associated risks. During this study, we investigated physicochemical parameters, fecal coliform bacteria, and infectious human enterovirus detection to determine the water quality in different beaches (categorized as an urban area, non-urban areas, and an intermediate position) from San Roque Dam, in Argentina. Multivariate techniques were applied. Principal component analysis allowed identification of subgroup of variables responsible for the water quality. A cluster analysis and multivariate analysis of variance showed the urban beach as the highest pollution area. The following variables (measured at the urban beach) would be enough to describe the quality of the aquatic body: nitrites, fecal coliforms, total phosphorous, and infectious human enterovirus. The infectious human enterovirus was an independent variable detected in 69.1% of the samples showing a steady frequency of detection during the whole period studied and could identify human fecal contaminations as a source of water pollution. The selected variables would contribute to water quality regarding the risk for human health using San Roque dam waters for recreational propose.

Keywords

References

  1. Water Environ Res. 2001 Sep-Oct;73(5):534-42 [PMID: 11765989]
  2. Microbiology. 2003 Dec;149(Pt 12):3575-86 [PMID: 14663089]
  3. J Toxicol Environ Health A. 2004 Oct 22-Nov 26;67(20-22):1765-77 [PMID: 15371215]
  4. Arch Virol. 2005 May;150(5):929-47 [PMID: 15645371]
  5. Lancet. 2005 Jul 30-Aug 5;366(9483):394-6 [PMID: 16054940]
  6. Environ Health Perspect. 2006 Feb;114(2):228-36 [PMID: 16451859]
  7. Environ Int. 2006 Aug;32(6):831-49 [PMID: 16781774]
  8. Environ Int. 2007 May;33(4):492-501 [PMID: 17027966]
  9. Environ Monit Assess. 2007 Oct;133(1-3):459-65 [PMID: 17294278]
  10. Water Sci Technol. 2007;56(4):57-62 [PMID: 17851205]
  11. Mar Pollut Bull. 2008 Sep;56(9):1519-37 [PMID: 18715596]
  12. Environ Health. 2009 Oct 27;8:49 [PMID: 19860917]
  13. Sci Total Environ. 2010 Jan 1;408(3):447-55 [PMID: 19889445]
  14. Sci Total Environ. 2010 Jan 15;408(4):896-905 [PMID: 19962177]
  15. Water Res. 2010 Apr;44(7):2189-202 [PMID: 20138642]
  16. Environ Health. 2010 Oct 31;9:66 [PMID: 21040526]
  17. Water Res. 2011 Jun;45(12):3765-75 [PMID: 21561638]
  18. Mar Pollut Bull. 2011 Oct;62(10):2047-54 [PMID: 21889173]
  19. Environ Int. 2012 Sep 15;45:151-64 [PMID: 22537583]
  20. J Environ Monit. 2012 Sep;14(9):2338-49 [PMID: 22790278]
  21. Environ Monit Assess. 2013 Mar;185(3):2517-34 [PMID: 22847028]
  22. Mar Pollut Bull. 2013 Jan 15;66(1-2):185-90 [PMID: 23158543]
  23. Int J Environ Health Res. 2013 Dec;23(6):484-506 [PMID: 23438312]
  24. Curr Opin Virol. 2014 Feb;4:50-7 [PMID: 24440908]
  25. Environ Monit Assess. 2014 Dec;186(12):8359-80 [PMID: 25190636]
  26. Environ Monit Assess. 2015 Mar;187(3):137 [PMID: 25707603]
  27. Environ Monit Assess. 2015 May;187(5):229 [PMID: 25847419]
  28. MMWR Morb Mortal Wkly Rep. 2015 Jun 26;64(24):668-72 [PMID: 26110837]
  29. Environ Monit Assess. 2015 Sep;187(9):548 [PMID: 26233666]
  30. Water Res. 2016 Mar 15;91:68-76 [PMID: 26773484]
  31. Multivariate Behav Res. 1977 Jan 1;12(1):43-7 [PMID: 26804143]
  32. Environ Sci Pollut Res Int. 2016 Jun;23(12):11471-92 [PMID: 27094269]
  33. Am J Public Health. 2016 Sep;106(9):1690-7 [PMID: 27459461]
  34. Sci Total Environ. 2016 Nov 15;571:1358-69 [PMID: 27470016]
  35. Sci Total Environ. 2017 Feb 1;578:346-356 [PMID: 27842967]
  36. Mar Pollut Bull. 2017 Jan 30;114(2):843-848 [PMID: 27852443]
  37. Arch Toxicol. 2017 Mar;91(3):1049-1130 [PMID: 28110405]
  38. Appl Environ Microbiol. 1988 Aug;54(8):1983-8 [PMID: 2845860]
  39. Environ Monit Assess. 2017 Jun;189(6):280 [PMID: 28534306]
  40. Environ Sci Technol. 2017 Aug 1;51(15):8725-8734 [PMID: 28686435]
  41. Environ Monit Assess. 2017 Aug;189(8):410 [PMID: 28733786]
  42. Environ Monit Assess. 2017 Aug 18;189(9):455 [PMID: 28819724]
  43. Environ Sci Pollut Res Int. 2018 May;25(14):13579-13588 [PMID: 29497941]
  44. J Infect Dis. 1984 Dec;150(6):858-66 [PMID: 6501929]
  45. Int J Epidemiol. 1998 Feb;27(1):1-9 [PMID: 9563686]
  46. Appl Environ Microbiol. 1999 Feb;65(2):865-7 [PMID: 9925633]

Grants

  1. 202/ 2016/Secretaria de Ciencia y Tecnolog?a - Universidad Nacional de C?rdoba
  2. PICT 2014-3221 and PICT 2012-0998/Fondo para la Investigaci?n Cient?fica y Tecnol?gica

MeSH Term

Animals
Argentina
Enterovirus
Environmental Monitoring
Feces
Humans
Multivariate Analysis
Water Microbiology
Water Pollution
Water Quality

Word Cloud

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