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Using meta-analysis to inform risk assessment and risk management

  • Conference Proceedings "Decision Making and Science"
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Abstract

Systematic reviews and meta-analyses are now routinely used to assess both the benefits and risks of medical treatments and drugs. The application of meta-analyses in the medical world is more straightforward than in the environmental arena because appropriate control treatments and measures of impact are more easily agreed on in medicine. Nonetheless, meta-analysis has great potential not only to inform specific regulatory decisions in the arena of plant biotechnology, but also to inform general risk management policy. Within the realm of genetically modified (GM) crops, meta-analyses provide quantitative syntheses of the benefits, risks, and information gaps of these emerging technologies. In this context, several published meta-analyses have examined the risks of insect resistant crops to nontarget organisms and the risk of outcrossing due to gene flow from GM crops. The three most critical challenges when applying meta-analysis to plant biotechnology risk analysis are: (1) identifying the appropriate comparison—risk compared to what baseline?; (2) using the meta-analysis to help identify the best levers for risk management; and (3) using the meta-analysis to estimate the probability of rare, larger magnitude hazards that are unlikely to occur during short duration studies. Meta-analysis is an important tool for risk analysis and risk management because patterns that might never be captured in individual studies can emerge from the aggregate collection.

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References

  • Antman EM, Lau J, Kupelnick B, Mosteller F, Chalmers TC (1992) A comparison of results of meta-analyses of randomized control trials and recommendations of clinical experts: treatments for myocardial infarction. J Am Med Assoc 268:240–248

    Article  CAS  Google Scholar 

  • Damgaard C, Kjellsson G (2005) Gene flow of oilseed rape (Brassica napus) according to isolation distance and buffer zone. Agric Ecosyst Environ 108:291–301

    Article  Google Scholar 

  • Dickersin K (2010) To reform U.S. health care, start with systematic reviews. Science 329:516–517

    Article  PubMed  CAS  Google Scholar 

  • Duan JJ, Marvier M, Huesing J, Dively G, Huang ZY (2008) A meta-analysis of effects of Bt crops on honey bees (Hymenoptera: Apidae). PLoS One 3(1):e1415. doi:10.1371/journal.pone.0001415

    Article  PubMed  Google Scholar 

  • Duan JJ, Lundgren JG, Naranjo S, Marvier M (2010) Extrapolating non-target risk of Bt crops from laboratory to field. Biol Lett 6:74–77

    Article  PubMed  Google Scholar 

  • Hawes C, Haughton AJ, Osborne JL, Roy DB, Clark SJ et al (2003) Responses of plants and invertebrate trophic groups to contrasting herbicide regimes in the Farm Scale Evaluations of genetically modified herbicide-tolerant crops. Philos Trans Roy Soc Lond B Biol Sci 358:1899–1913

    Article  CAS  Google Scholar 

  • Lövei GL, Andow DA, Arpaia S (2009) Transgenic insecticidal crops and natural enemies: a detailed review of laboratory studies. Environ Entomol 38:293–306

    Article  PubMed  Google Scholar 

  • Lusk JL, Jamal M, Kurlander L, Roucan M, Taulman L (2005) A meta-analysis of genetically modified food valuation studies. J Agric Resour Econ 30:28–44

    Google Scholar 

  • Marvier MA (2002) Improving risk assessment for nontarget safety of transgenic crops. Ecol Appl 12:1119–1124

    Article  Google Scholar 

  • Marvier M, McCreedy C, Regetz J, Kareiva P (2007) A meta-analysis of effects of Bt cotton and maize on non-target invertebrates. Science 316:1475–1477

    Article  PubMed  CAS  Google Scholar 

  • Naranjo SE (2009) Impacts of Bt crops on non-target organisms and insecticide use patterns. Perspect Agric Vet Sci Nutr Nat Resour 4:1–23

    Google Scholar 

  • Powell JR, Levy-Booth DJ, Gulden RH, Asbil WL, Campbell RG et al (2009) Effects of genetically modified, herbicide-tolerant crops and their management on soil food web properties and crop litter decomposition. J Appl Ecol 46:388–396

    Article  CAS  Google Scholar 

  • Pullin AS, Stewart GB (2006) Guidelines for systematic review in conservation and environmental management. Conserv Biol 20:1647–1656

    Article  PubMed  Google Scholar 

  • Ricroch A, Bergé JB, Kuntz M (2010) Is the German suspension of MON810 maize cultivation scientifically justified? Transgenic Res 19:1–12

    Article  PubMed  CAS  Google Scholar 

  • Schier A (2006) Field study on the occurrence of ground beetles and spiders in genetically modified, herbicide tolerant corn in conventional and conservation tillage systems. J Plant Dis Protect 113:101–113

    Google Scholar 

  • Teeters JL, Harris KD, Millman KJ, Olshausen BA, Sommer FT (2008) Data sharing for computational neuroscience. Neuroinformatics 6:47–55

    Article  PubMed  Google Scholar 

  • Weed DL (2005) Weight of evidence: a review of concept and methods. Risk Anal 25:1545–1557

    Article  PubMed  Google Scholar 

  • Wolfenbarger LL, Naranjo SE, Lundgren JG, Bitzer RJ, Watrud LS (2008) Bt crop effects on functional guilds of non-target arthropods: a meta-analysis. PLoS One 3:e2118

    Article  PubMed  Google Scholar 

Download references

Conflict of interest

The author M. Marvier declares that the research was not sponsored and that she has no conflict of interest.

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Correspondence to Michelle Marvier.

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Conference Proceedings: “Decision Making and Science—The Balancing of Risk based Decisions that Influence Sustainability of Agricultural Production” 7th and 8th October 2010 in Berlin, Germany. Sponsored by the OECD Co-operative Research Programme.

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Marvier, M. Using meta-analysis to inform risk assessment and risk management. J. Verbr. Lebensm. 6 (Suppl 1), 113–118 (2011). https://doi.org/10.1007/s00003-011-0675-6

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  • DOI: https://doi.org/10.1007/s00003-011-0675-6

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