Skip to main content
Log in

Geostatistical analysis of biomarkers of genotoxicity in cattle, Bos taurus and Bos taurus × Bos indicus, sentinels near industrial facilities

  • Published:
Ecotoxicology Aims and scope Submit manuscript

Abstract

This study, performed at the behest of ranchers living and working down-prevailing wind from industrial facilities located in Calhoun County, Texas investigated locational risks to ecosystem health associated with proximity to specific industrial complexes. Concerns expressed were for potential genotoxicity in cattle resulting from the release of complex chemical mixtures. The Comet Assay and flow cytometric evaluation of variations in DNA content were utilized to evaluate DNA damage. Bayesian geo-statistical analysis revealed the presence of important spatial processes. The Comet assay’s optical density provided a strong indication of increased damage down-prevailing wind from the industrial complexes. Results indicated that proximity to and location down-prevailing winds from industrial facilities increased the locational risk of genotoxicity in this sentinel species.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Notes

  1. ArcGIS®Version 9.1, Environmental Systems Research Institute, Redlands, Ca.

  2. ArcGIS®Version 9.1, Environmental Systems research Institute, Redlands, Ca.

References

  • Albertini RJ, Anderson D, Douglas GR, Hagmar L, Hemminki K, Merlo F et al (2000) IPCS guidelines for the monitoring of genotoxic effects of carcinogens in humans. Mutat Res Rev Mutat Res 463:111–172. doi:10.1016/S1383-5742(00)00049-1

    CAS  Google Scholar 

  • Baciuchka-Palmaro A, Orsiere T, Duffaud F, Sari-Minodier I, Pompili J, Bellon L et al (2002) Acentrometric micronuclei are increased in peripheral blood lymphocytes of untreated cancer patients. Mutat Res Genet Toxicol Environ Mutagen 520:189–198. doi:10.1016/S1383-5718(02)00206-1

    Article  CAS  Google Scholar 

  • Best N, Richardson S, Thomson A (2005) A comparison of Bayesian spatial models for disease mapping. Stat Methods Med Res 14:35–59. doi:10.1191/0962280205sm388oa

    Article  Google Scholar 

  • Bickham JW, Mazet JA, Blake J, Smolen MJ, Lou YG, Ballachey BE (1998) Flow cytometric determination of genotoxic effects of exposure to petroleum in mink and sea otters. Ecotoxicology 7:191–199. doi:10.1023/A:1008930626834

    Article  CAS  Google Scholar 

  • Biggeri A, Dreassi E, Catelan D, Rinaldi L, Lagazio C, Cringoli G (2006) Disease mapping in veterinary epidemiology: a Bayesian geostatistical approach. Stat Methods Med Res 15:337–352. doi:10.1191/0962280206sm455oa

    Article  Google Scholar 

  • Blasiak J, Jaloszynski P, Trzeciak A, Szyfter K (1999) In vitro studies on the genotoxicity of the organophosphorous insecticide malathion and its two analogues. Mutat Res Genet Toxicol Environ Mutagen 445:275–283. doi:10.1016/S1383-5718(99)00132-1

    Article  CAS  Google Scholar 

  • Blasiak J, Arabski M, Krupa R, Wozniak K, Rykala J, Kolacinska A et al (2004a) Basal, oxidative and alkylative DNA damage, DNA repair efficacy and mutagen sensitivity in breast cancer. Mutat Res Fund Mol Mech Mutagen 554:139–148. doi:10.1016/j.mrfmmm.2004.04.001

    Article  CAS  Google Scholar 

  • Blasiak J, Arabski M, Krupa R, Wozniak K, Zadrozny M, Kasznicki J et al (2004b) DNA damage and repair in type 2 diabetes mellitus. Mutat Res Fund Mol Mech Mutagen 554:297–304. doi:10.1016/j.mrfmmm.2004.05.011

    Article  CAS  Google Scholar 

  • Boyd HA, Flanders WD, Addiss DG, Waller LA (2005) Residual spatial correlation between geographically referenced observations—a Bayesian hierarchical modeling approach. Epidemiology 16:532–541. doi:10.1097/01.ede.0000164558.73773.9c

    Article  Google Scholar 

  • Chen XY, Li N, Shen L, Li YY (2003) Genetic structure along a gaseous organic pollution gradient: a case study with Poa annua L. Environ Pollut 124:449–455. doi:10.1016/S0269-7491(03)00042-3

    Article  CAS  Google Scholar 

  • Clark DR, Bickham JW, Baker DL, Cowman DF (2000) Environmental contaminants in Texas, USA, wetland reptiles: evaluation using blood samples. Environ Toxicol Chem 19:2259–2265. doi:10.1897/1551-5028(2000)019<2259:ECITUW>2.3.CO;2

    Article  CAS  Google Scholar 

  • Custer TW, Custer CM, Hines RK, Sparks DW, Melancon MJ, Hoffman DJ et al (2000) Mixed-function oxygenases, oxidative stress, and chromosomal damage measured in lesser scaup wintering on the Indiana Harbor Canal. Arch Environ Contam Toxicol 38:522–529. doi:10.1007/s002449910068

    Article  CAS  Google Scholar 

  • Darzynkiewicz Z, Juan G (1997) DNA content measurements for DNA ploidy and cell cycle analysis. Current protocols in cytometry. Wiley, Hoboken NJ, pp 7.5.1–7.5.24

    Google Scholar 

  • Diggle PJ, Ribeiro PJ (2007) Model-based geostatistics. Springer Science, New York, NY

    Google Scholar 

  • Fairbairn DW, Olive PL, O’Neill KL (1995) The comet assay: a comprehensive review. Mutat Res Genet Toxicol Environ Mutagen 339:37–59

    CAS  Google Scholar 

  • Fernandez C, Green PJ (2002) Modelling spatially correlated data via mixtures: a Bayesian approach. J R Stat Soc B 64:805–826. doi:10.1111/1467-9868.00362

    Article  Google Scholar 

  • Formosa Plastics (2007) Our operations—point comfort, TX. Available: http://www.fpcusa.com/company/operations/point_comfort_tx.html. Accessed 15 November 2007

  • Frenzilli G, Nigro M, Scarcelli V, Gorbi S, Regoli F (2001) DNA integrity and total oxyradical scavenging capacity in the Mediterranean mussel, Mytilus galloprovincialis: a field study in a highly eutrophicated coastal lagoon. Aquat Toxicol 53:19–32. doi:10.1016/S0166-445X(00)00159-4

    Article  CAS  Google Scholar 

  • Gabelova A, Valovicova Z, Horvathova E, Slamenova D, Binkova B, Sram RJ et al (2004) Genotoxicity of environmental air pollution in three European cities: Prague, Kosice and Sofia. Mutat Res Genet Toxicol Environ Mutagen 563:49–59. doi:10.1016/j.mrgentox.2004.05.014

    Article  CAS  Google Scholar 

  • Janssen NAH, van Vliet PHN, Aarts F, Harssema H, Brunekreef B (2001) Assessment of exposure to traffic related air pollution of children attending schools near motorways. Atmos Environ 35:3875–3884. doi:10.1016/S1352-2310(01)00144-3

    Article  CAS  Google Scholar 

  • Lawson AB, Browne WJ, Vidal Rodeiro CL (2003) Disease mapping with WinBUGS and MLwiN. Wiley, Hoboken NJ

    Google Scholar 

  • Lemiere S, Cossu-Leguille C, Bispo A, Jourdain MJ, Lanhers MC, Burnel D et al (2004) Genotoxicity related to transfer of oil spill pollutants from mussels to mammals via food. Environ Toxicol 19:387–395. doi:10.1002/tox.20045

    Article  CAS  Google Scholar 

  • Lowcock LA, Sharbel TF, Bonin J, Ouellet M, Rodrigie J, Desgranges J-L (1997) Flow cytometric assay for in vivo genotoxic effects of pesticides in Green frogs (Rana clamitans). Aquat Toxicol 38:241–255. doi:10.1016/S0166-445X(96)00846-6

    Article  CAS  Google Scholar 

  • Marlin DJ, Johnson L, Kingston DA, Smith NC, Deaton CM, Mann S et al (2004) Application of the comet assay for investigation of oxidative DNA damage in equine peripheral blood mononuclear cells. J Nutr 134:2133S–2140S

    CAS  Google Scholar 

  • Matson CW, Franson JC, Hollmen T, Kilpi M, Hario M, Flint PL et al (2004) Evidence of chromosomal damage in common eiders (Somateria mollissima) from the Baltic Sea. Mar Pollut Bull 49:1066–1071. doi:10.1016/j.marpolbul.2004.07.014

    Article  CAS  Google Scholar 

  • Matson CW, Palatnikov G, Islamzadeh A, McDonald TJ, Autenrieth RL, Donnelly KC et al (2005a) Chromosomal damage in two species of aquatic turtles (Emys orbicularis and Mauremys caspica) inhabiting contaminated sites in Azerbaijan. Ecotoxicology 14:513–525. doi:10.1007/s10646-005-0001-0

    Article  CAS  Google Scholar 

  • Matson CW, Palatnikov GM, McDonald TJ, Autenrieth RL, Donnelly KC, Anderson TA et al (2005b) Patterns of genotoxicity and contaminant exposure: Evidence of genomic instability in the marsh frogs (Rana ridibunda) of Sumgayit, Azerbaijan. Environ Toxicol Chem 24:2055–2064. doi:10.1897/04-250R1.1

    Article  CAS  Google Scholar 

  • Maywald LF (2001) Handbook of Texas online, s.v. The Texas State Historical Association. Available: http://www.tsha.utexas.edu/handbook/online/. Accessed 6 March 2007

  • Merk O, Speit G (1999) Detection of crosslinks with the comet assay in relationship to genotoxicity and cytotoxicity. Environ Mol Mutagen 33:167–172. doi:10.1002/(SICI)1098-2280(1999)33:2<167::AID-EM9>3.0.CO;2-D

    Article  CAS  Google Scholar 

  • Nacci DE, Cayula S, Jackim E (1996) Detection of DNA damage in individual cells from marine organisms using the single cell gel assay. Aquat Toxicol 35:197–210. doi:10.1016/0166-445X(96)00016-1

    Article  CAS  Google Scholar 

  • Neuparth T, Bickham JW, Theodorakis CW, Costa FO, Costa MH (2006) Endosulfan-induced genotoxicity detected in the gilthead seabream, Sparus aurata, by means of flow cytometry and micronuclei assays. Bull Environ Contam Toxicol 76:242–248. doi:10.1007/s00128-006-0913-2

    Article  CAS  Google Scholar 

  • Scott HM, Soskolne CL, Martin SW, Ellehoj EA, Coppock RW, Guidotti TL et al (2003) Comparison of two atmospheric-dispersion models to assess farm-site exposure to sour-gas processing-plant emissions. Prev Vet Med 57:15–34. doi:10.1016/S0167-5877(02)00207-6

    Article  Google Scholar 

  • Shugart L, Bickham JW, Jackim G, McMahon G, Ridley W, Stein J, et al. (1989) DNA alterations. In: Huggert R (ed) Biomarkers. Lewis Publishers, pp 125–153

  • Speit G, Schutz P, Merk O (2000) Induction and repair of formaldehyde-induced DNA-protein crosslinks in repair-deficient human cell lines. Mutagenesis 15:85–90. doi:10.1093/mutage/15.1.85

    Article  CAS  Google Scholar 

  • Spiegelhalter DJ, Best N, Carlin BP, van der Linde A (2002) Bayesian measures of model complexity and fit. J R Stat Soc B 64:583–639. doi:10.1111/1467-9868.00353

    Article  Google Scholar 

  • Spiegelhalter D, Thomas A, Best N, Lunn D (2003) WinBUGS 1.4. [1.4]. Cambridge, UK, Imperial College of Science, Technology, and Medicine. Ref Type: Computer Program

  • Sram RJ, Podrazilova K, Dejmek J, Mrackova G, Pilcik T (1998) Single cell gel electrophoresis assay: sensitivity of peripheral white blood cells in human population studies. Mutagenesis 13:99–103

    CAS  Google Scholar 

  • Thompson JA, Brown SE, Riddle WT, Seahorn JC, Cohen ND (2005) Use of a bayesian risk-mapping technique to estimate spatial risks for mare reproductive loss syndrome in Kentucky. Am J Vet Res 66:17–20. doi:10.2460/ajvr.2005.66.17

    Article  Google Scholar 

  • Thompson JA, Scott HM (2007) Bayesian kriging of seroprevalence to Mycobacterium avium subspecies paratuberculosis and Neospora caninum in Alberta beef and dairy cattle. Can Vet J 48:1281–1285

    Google Scholar 

  • Tice R, Vacquez M (1999) Protocol for the application of the pH >13 alkaline single cell gel (SCG) assay to the detection of DNA damage in mammalian cells. Comet Assay Interest Group, Integrated Laboratory Systems

    Google Scholar 

  • USEPA (2004) Tri explorer: facility report. United States Environmental Protection Agency. Available: http://www.epa.gov/triexplorer/. Accessed 2 August 2004

  • USEPA (2007) Integrated risk information system. United States Environmental Protection Agency. Available: http://www.epa.gov/iris/. Accessed 15 March 2007

  • Wickliffe JK, Bickham JW (1998) Flow cytometric analysis of hematocytes from brown pelicans (Pelecanus occidentalis) exposed to planar halogenated hydrocarbons and heavy metals. Bull Environ Contam Toxicol 61:239–246. doi:10.1007/s001289900754

    Article  CAS  Google Scholar 

Download references

Acknowledgements

We would like to express our gratitude to the Vivian L. Smith Foundation and the Point Comfort, Texas ALCOA facility for providing the financial resources for completion of this project. Also, to our colleagues in Texas A&M University’s Food Animal Medicine and Surgery Service, your support and encouragement are greatly appreciated.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Wesley Bissett Jr..

Rights and permissions

Reprints and permissions

About this article

Cite this article

Bissett, W., Smith, R., Adams, L.G. et al. Geostatistical analysis of biomarkers of genotoxicity in cattle, Bos taurus and Bos taurus × Bos indicus, sentinels near industrial facilities. Ecotoxicology 18, 87–93 (2009). https://doi.org/10.1007/s10646-008-0261-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10646-008-0261-6

Keywords

Navigation