Abstract
Objective
To systematically evaluate epidemiologic studies on pesticides and colon cancer and rectal cancer in agricultural pesticide applicator populations using a transparent “weight-of-evidence” (WOE) methodological approach.
Methods
Twenty-nine (29) publications from the Agricultural Health Study (AHS) and 13 additional epidemiologic studies were identified that reported data for pesticide applicators and/or specific pesticide compounds and colorectal, colon, or rectal cancer. The AHS evaluated pesticide applicators as well as dose–response associations for specific pesticide compounds, whereas the large majority of non-AHS evaluated applicators but did not analyze specific compounds or dose–response trends. This WOE assessment of 153 different pesticide–outcome pairs emphasized several key evidentiary features: existence of statistically significant relative risks, magnitude of observed associations, results from the most reliable exposure assessments, and evidence of convincing dose–response relationships (i.e., those monotonically increasing, with statistically significant trend tests).
Results
Occupation as a pesticide applicator or pesticide application as a farming-related function was not associated with increasing the risk of colon or rectal cancer. Deficits of colon or rectal cancer were observed across most studies of pesticide applicators. After applying the WOE methodology to the epidemiologic studies of specific pesticide compounds and colon or rectal cancer, a number of pesticide–outcome pairs were identified and evaluated further based on positive statistical associations. Of these, only two—aldicarb and colon cancer and imazethapyr and proximal colon cancer—appears to warrant further discussion regarding a possible causal relationship, although the epidemiologic data are limited. For the remainder, a lack of a clear dose–response trend, inconsistencies in associations between exposure metrics and comparison groups, imprecise associations, variable participation rates for analyses of specific compounds, and the reliance upon data from one study (the AHS) limit interpretation regarding risk.
Conclusion
The available epidemiologic evidence does not support a causal relationship between occupation as a pesticide applicator or specific pesticide exposures and colon or rectal cancer.
Similar content being viewed by others
References
Acquavella J, Olsen G, Cole P, Ireland B, Kaneene J, Schuman S, Holden L (1998) Cancer among farmers: a meta-analysis. Ann Epidemiol 8(1):64–74
Acquavella JF, Delzell E, Cheng H, Lynch CF, Johnson G (2004) Mortality and cancer incidence among alachlor manufacturing workers 1968–99. Occup Environ Med 61(8):680–685
Acquavella JF, Alexander BH, Mandel JS, Burns CJ, Gustin C (2006) Exposure misclassification in studies of agricultural pesticides: insights from biomonitoring. Epidemiology 17:69–74
Alavanja MC, Sandler DP, McMaster SB, Zahm SH, McDonnell CJ, Lynch CF, Pennybacker M, Rothman N, Dosemeci M, Bond AE, Blair A (1996) The Agricultural Health Study. Environ Health Perspect 104(4):362–369
Alavanja MC, Sandler DP, Lynch CF, Knott C, Lubin JH, Tarone R, Thomas K, Dosemeci M, Barker J, Hoppin JA, Blair A (2005) Cancer incidence in the agricultural health study. Scand J Work Environ Health 31(Suppl 1):39–45
Alberghini V, Luberto F, Gobba F, Morelli C, Gori E, Tomesani N (1991) Mortality among male farmers licensed to use pesticides. Med Lav 82(1):18–24
Alexander DD, Cushing CA, Lowe KA, Sceurman B, Roberts MA (2009) Meta-analysis of animal fat or animal protein intake and colorectal cancer. Am J Clin Nutr 89(5):1402–1409
Aschengrau A, Seage GR (2003) Essentials of epidemiology in public health. Jones and Bartlett, Sudbury
Asp S, Riihimaki V, Hernberg S, Pukkala E (1994) Mortality and cancer morbidity of Finnish chlorophenoxy herbicide applicators: an 18-year prospective follow-up. Am J Ind Med 26:243–253
Beaglehole R, Bonita R, Kjellström T (1993) Basic epidemiology. World Health Organization, Geneva
Beane Freeman LE, Bonner MR, Blair A, Hoppin JA, Sandler DP, Lubin JH, Dosemeci M, Lynch CF, Knott C, Alavanja MC (2005) Cancer incidence among male pesticide applicators in the Agricultural Health Study cohort exposed to diazinon. Am J Epidemiol 162(11):1070–1079
Beard J, Sladden T, Morgan G, Berry G, Brooks L, McMichael A (2003) Health impacts of pesticide exposure in a cohort of outdoor workers. Environ Health Perspect 111(5):724–730
Bhopal RS (2005) Concepts of epidemiology: an integrated introduction to the ideas. Oxford University Press, Oxford
Blair A, Zahm SH (1991) Cancer among farmers. Occup Med 6(3):335–354
Blair A, Malker H, Cantor KP, Burmeister L, Wiklund K (1985) Cancer among farmers. A review. Scand J Work Environ Health 11(6):397–407
Blair A, Tarone R, Sandler D, Lynch C, Rowland A, Wintersteen W, Steen W, Dosemeci M, Alavanja M (2000) Reliability of reporting on lifestyle and agricultural factors by a sample of participants in the agricultural health study from iowa. Ann Epidemiol 10(7):478
Blair A, Tarone R, Sandler D, Lynch CF, Rowland A, Wintersteen W, Steen WC, Samanic C, Dosemeci M, Alavanja MC (2002) Reliability of reporting on life-style and agricultural factors by a sample of participants in the Agricultural Health Study from Iowa. Epidemiology 13(1):94–99
Blair A, Sandler DP, Tarone R, Lubin J, Thomas K, Hoppin JA, Samanic C, Coble J, Kamel F, Knott C, Dosemeci M, Zahm SH, Lynch CF, Rothman N, Alavanja MC (2005) Mortality among participants in the agricultural health study. Ann Epidemiol 15(4):279–285
Boffetta P, Couto E, Wichmann J, Ferrari P, Trichopoulos D, Bueno-de-Mesquita HB, van Duijnhoven FJ, Buchner FL, Key T, Boeing H, Nothlings U, Linseisen J, Gonzalez CA, Overvad K, Nielsen MR, Tjonneland A, Olsen A, Clavel-Chapelon F, Boutron-Ruault MC, Morois S, Lagiou P, Naska A, Benetou V, Kaaks R, Rohrmann S, Panico S, Sieri S, Vineis P, Palli D, van Gils CH, Peeters PH, Lund E, Brustad M, Engeset D, Huerta JM, Rodriguez L, Sanchez MJ, Dorronsoro M, Barricarte A, Hallmans G, Johansson I, Manjer J, Sonestedt E, Allen NE, Bingham S, Khaw KT, Slimani N, Jenab M, Mouw T, Norat T, Riboli E, and Trichopoulou A. 2010. Fruit and vegetable intake and overall cancer risk in the European prospective investigation Into Cancer and Nutrition (EPIC). J Natl Cancer Inst
Bonner MR, Lee WJ, Sandler DP, Hoppin JA, Dosemeci M, Alavanja MC (2005) Occupational exposure to carbofuran and the incidence of cancer in the Agricultural Health Study. Environ Health Perspect 113(3):285–289
Bonner MR, Coble J, Blair A, Beane Freeman LE, Hoppin JA, Sandler DP, Alavanja MC (2007) Malathion exposure and the incidence of cancer in the agricultural health study. Am J Epidemiol 166(9):1023–1034
Cantor KP, Silberman W (1999) Mortality among aerial pesticide applicators and flight instructors: follow-up from 1965–1988. Am J Ind Med 36(2):239–247
Christensen CH, Platz EA, Andreotti G, Blair A, Hoppin JA, Koutros S, Lynch CF, Sandler DP, Alavanja MC (2010) Coumaphos exposure and incident cancer among male participants in the Agricultural Health Study (AHS). Environ Health Perspect 118(1):92–96
Coble J, Arbuckle T, Lee W, Alavanja M, Dosemeci M (2005) The validation of a pesticide exposure algorithm using biological monitoring results. J Occup Environ Hyg 2:194–201
Cogliano VJ, Baan RA, Straif K, Grosse Y, Secretan MB, El GF, Kleihues P (2004) The science and practice of carcinogen identification and evaluation. Environ Health Perspect 112(13):1269–1274
Colditz GA, Cannuscio CC, Frazier AL (1997) Physical activity and reduced risk of colon cancer: implications for prevention. Cancer Causes Control 8(4):649–667
De Roos AJ, Blair A, Rusiecki JA, Hoppin JA, Svec M, Dosemeci M, Sandler DP, Alavanja MC (2005) Cancer incidence among glyphosate-exposed pesticide applicators in the Agricultural Health Study. Environ Health Perspect 113(1):49–54
Delancey JO, Alavanja MC, Coble J, Blair A, Hoppin JA, Austin HD, Beane Freeman LE (2009) Occupational exposure to metribuzin and the incidence of cancer in the Agricultural Health Study. Ann Epidemiol 19(6):388–395
Ditraglia D, Brown DP, Namekata T, Iverson N (1981) Mortality study of workers employed at organochlorine pesticide manufacturing plants. Scand J Work Environ Health 7(Suppl 4):140–146
Dosemeci M, Alavanja MC, Rowland AS, Mage D, Zahm SH, Rothman N, Lubin JH, Hoppin JA, Sandler DP, Blair A (2002) A quantitative approach for estimating exposure to pesticides in the Agricultural Health Study. Ann Occup Hyg 46(2):245–260
Figa-Talamanca I, Mearelli I, Valente P, Bascherini S (1993) Cancer mortality in a cohort of rural licensed pesticide users in the province of Rome. Int J Epidemiol 22(4):579–583
Fleming LE, Bean JA, Rudolph M, Hamilton K (1999a) Cancer incidence in a cohort of licensed pesticide applicators in Florida. J Occup Environ Med 41(4):279–288
Fleming LE, Bean JA, Rudolph M, Hamilton K (1999b) Mortality in a cohort of licensed pesticide applicators in Florida. Occup Environ Med 56(1):14–21
Goodman SN, Samet JM (2006) Cause and cancer epidemiology. In: Schottenfeld D, Fraumeni J (eds) Cancer epidemiology and prevention, 3rd edn. Oxford University Press, New York
Gordis L (2000) Epidemiology. W.B. Saunders, Philadelphia
Gray GM, Graham JD (1998) The Agricultural Health Study: Strengths and Limitations. Risk in Perspective: Harvard Center for Risk Analysis 6:1–4
Gray GM, Goldstein BD, Bailar J, Davis DL, Delzell D et al (2000) The Federal Government’s Agricultural Health Study: A Critical Review with Suggested Improvements. Human Ecol Risk Assess 6(1):47–71
Greenburg DL, Rusiecki J, Koutros S, Dosemeci M, Patel R, Hines CJ, Hoppin JA, Alavanja MC (2008) Cancer incidence among pesticide applicators exposed to captan in the Agricultural Health Study. Cancer Causes Control 19(10):1401–1407
Hardell L, Eriksson M, Lenner P, Lundgren E (1981) Malignant lymphoma and exposure to chemicals, especially organic solvents, chlorophenols and phenoxy acids: a case-control study. Br J Cancer 43(2):169–176
Hill AB (1965) The environment and disease: association or causation? Proc R Soc Med 58:295–300
Hoar SK, Blair A, Holmes FF, Boysen C, Robel RJ (1985) Herbicides and colon cancer. Lancet 1(8440):1277–1278
Hou L, Lee WJ, Rusiecki J, Hoppin JA, Blair A, Bonner MR, Lubin JH, Samanic C, Sandler DP, Dosemeci M, Alavanja MC (2006) Pendimethalin exposure and cancer incidence among pesticide applicators. Epidemiology 17(3):302–307
Huxley RR, Ansary-Moghaddam A, Clifton P, Czernichow S, Parr CL, Woodward M (2009) The impact of dietary and lifestyle risk factors on risk of colorectal cancer: a quantitative overview of the epidemiological evidence. Int J Cancer 125(1):171–180
Jacobs ET, Thompson PA, Martinez ME (2007) Diet, gender, and colorectal neoplasia. J Clin Gastroenterol 41(8):731–746
Jemal A, Siegel R, Ward E, Hao Y, Xu J, Thun MJ (2009) Cancer statistics, 2009. CA Cancer J Clin 59(4):225–249
Jenab M, Bueno-de-Mesquita HB, Ferrari P, van Duijnhoven FJ, Norat T, Pischon T, Jansen EH, Slimani N, Byrnes G, Rinaldi S, Tjonneland A, Olsen A, Overvad K, Boutron-Ruault MC, Clavel-Chapelon F, Morois S, Kaaks R, Linseisen J, Boeing H, Bergmann MM, Trichopoulou A, Misirli G, Trichopoulos D, Berrino F, Vineis P, Panico S, Palli D, Tumino R, Ros MM, van Gils CH, Peeters PH, Brustad M, Lund E, Tormo MJ, Ardanaz E, Rodriguez L, Sanchez MJ, Dorronsoro M, Gonzalez CA, Hallmans G, Palmqvist R, Roddam A, Key TJ, Khaw KT, Autier P, Hainaut P, Riboli E (2010) Association between pre-diagnostic circulating vitamin D concentration and risk of colorectal cancer in European populations:a nested case-control study. BMJ 340:b5500
Johns LE, Houlston RS (2001) A systematic review and meta-analysis of familial colorectal cancer risk. Am J Gastroenterol 96(10):2992–3003
Journal of the American Medical Association (JAMA) (2009) Available from http://jama.ama-assn.org/misc/ifora.dtl#SystematicReviewIncludingMetaanalysis
Kang D, Park SK, Beane-Freeman L, Lynch CF, Knott CE, Sandler DP, Hoppin JA, Dosemeci M, Coble J, Lubin J, Blair A, Alavanja M (2008) Cancer incidence among pesticide applicators exposed to trifluralin in the Agricultural Health Study. Environ Res 107(2):271–276
Koutros S, Mahajan R, Zheng T, Hoppin JA, Ma X, Lynch CF, Blair A, Alavanja MC (2008) Dichlorvos exposure and human cancer risk: results from the Agricultural Health Study. Cancer Causes Control 19(1):59–65
Koutros S, Lynch CF, Ma X, Lee WJ, Hoppin JA, Christensen CH, Andreotti G, Freeman LB, Rusiecki JA, Hou L, Sandler DP, Alavanja MC (2009) Heterocyclic aromatic amine pesticide use and human cancer risk: results from the US Agricultural Health Study. Int J Cancer 124(5):1206–1212
La VC, Negri E, Decarli A, D’Avanzo B, Gallotti L, Gentile A, Franceschi S (1988) A case-control study of diet and colo-rectal cancer in northern Italy. Int J Cancer 41(4):492–498
Lee WJ, Blair A, Hoppin JA, Lubin JH, Rusiecki JA, Sandler DP, Dosemeci M, Alavanja MC (2004a) Cancer incidence among pesticide applicators exposed to chlorpyrifos in the Agricultural Health Study. J Natl Cancer Inst 96(23):1781–1789
Lee WJ, Hoppin JA, Blair A, Lubin JH, Dosemeci M, Sandler DP, Alavanja MC (2004b) Cancer incidence among pesticide applicators exposed to alachlor in the Agricultural Health Study. Am J Epidemiol 159(4):373–380
Lee WJ, Sandler DP, Blair A, Samanic C, Cross AJ, Alavanja MC (2007) Pesticide use and colorectal cancer risk in the Agricultural Health Study. Int J Cancer 121(2):339–346
Leet T, Acquavella J, Lynch C, Anne M, Weiss NS, Vaughan T, Checkoway H (1996) Cancer incidence among alachlor manufacturing workers. Am J Ind Med 30(3):300–306
Lynch SM, Rusiecki JA, Blair A, Dosemeci M, Lubin J, Sandler D, Hoppin JA, Lynch CF, Alavanja MC (2006) Cancer incidence among pesticide applicators exposed to cyanazine in the agricultural health study. Environ Health Perspect 114(8):1248–1252
Lynch SM, Mahajan R, Beane Freeman LE, Hoppin JA, Alavanja MC (2009) Cancer incidence among pesticide applicators exposed to butylate in the Agricultural Health Study (AHS). Environ Res 109(7):860–868
MacMahon B, Pugh TF (1970) Epidemiology: principles and methods. Little, Brown and Company, Boston
Mahajan R, Blair A, Lynch CF, Schroeder P, Hoppin JA, Sandler DP, Alavanja MC (2006a) Fonofos exposure and cancer incidence in the agricultural health study. Environ Health Perspect 114(12):1838–1842
Mahajan R, Bonner MR, Hoppin JA, Alavanja MC (2006b) Phorate exposure and incidence of cancer in the agricultural health study. Environ. Health Perspect 114(8):1205–1209
Mahajan R, Blair A, Coble J, Lynch CF, Hoppin JA, Sandler DP, Alavanja MC (2007) Carbaryl exposure and incident cancer in the Agricultural Health Study. Int J Cancer 121:1799–1805
Mozzachio AM, Rusiecki JA, Hoppin JA, Mahajan R, Patel R, Beane-Freeman L, Alavanja MC (2008) Chlorothalonil exposure and cancer incidence among pesticide applicator participants in the agricultural health study. Environ Res 108(3):400–403
Mulrow CD (1987) The medical review article: state of the science. Ann Intern Med 106(3):485–488
Mulrow CD (1994) Rationale for systematic reviews. BMJ 309(6954):597–599
National Cancer Institute DoCEaG (2004) Agricultural Health Study Aims to Clarify Cancer-Pesticide Association. Available from http://www.dceg.cancer.gov
National Library of Medicine (2008) Available from http://www.nlm.nih.gov/nichsr/hta101/ta101014.html
Norat T, Riboli E (2002) Fruit and vegetable consumption and risk of cancer of the digestive tract: meta-analysis of published case-control and cohort studies. IARC Sci Publ 156:123–125
Oxman AD (1994) Checklists for review articles. BMJ 309(6955):648–651
Park SK, Kang D, Beane-Freeman L, Blair A, Hoppin JA, Sandler DP, Lynch CF, Knott C, Gwak J, Alavanja M (2009) Cancer incidence among paraquat exposed applicators in the agricultural health study: prospective cohort study. Int J Occup Environ Health 15(3):274–281
Poole C, Cullen M, Irons R, Acquavella J (2005) Re: “Cancer incidence among pesticide applicators exposed to alachlor in the agricultural health study”. Am J Epidemiol 161(1):101–102
Purdue MP, Hoppin JA, Blair A, Dosemeci M, Alavanja MC (2007) Occupational exposure to organochlorine insecticides and cancer incidence in the Agricultural Health Study. Int J Cancer 120(3):642–649
Ries LAG, Melbert D, Kraphcho M et al (2008) SEER Cancer Statistics Review, 1975–2004; based on November 2006 SEER data submission, posted to the SEER web site, 2007. National Cancer Institute, Bethesda
Rothman KJ, Greenland S (1998) Modern epidemiology. Lippincott-Raven, Philadelphia
Rothman KJ, Greenland S (2005) Causation and causal inference in epidemiology. Am J Public Health 95(Suppl 1):S144–S150
Rothman KJ, Greenland S, Lash TL (2008) Modern epidemiology. Wolters Kluwer Health/Lippincott Williams & Wilkins, Philadelphia
Rusiecki JA, De Roos A, Lee WJ, Dosemeci M, Lubin JH, Hoppin JA, Blair A, Alavanja MC (2004) Cancer incidence among pesticide applicators exposed to atrazine in the Agricultural Health Study. J Natl Cancer Inst 96(18):1375–1382
Rusiecki JA, Hou L, Lee WJ, Blair A, Dosemeci M, Lubin JH, Bonner M, Samanic C, Hoppin JA, Sandler DP, Alavanja MC (2006) Cancer incidence among pesticide applicators exposed to metolachlor in the Agricultural Health Study. Int J Cancer 118(12):3118–3123
Rusiecki JA, Patel R, Koutros S, Beane-Freeman L, Landgren O, Bonner MR, Coble J, Lubin J, Blair A, Hoppin JA, Alavanja MC (2009) Cancer incidence among pesticide applicators exposed to permethrin in the Agricultural Health Study. Environ Health Perspect 117(4):581–586
Samanic C, Rusiecki J, Dosemeci M, Hou L, Hoppin JA, Sandler DP, Lubin J, Blair A, Alavanja MC (2006) Cancer incidence among pesticide applicators exposed to dicamba in the agricultural health study. Environ Health Perspect 114(10):1521–1526
Swaen GM, de Jong G, Slangen JJ, van Amelsvoort LG (2002) Cancer mortality in workers exposed to dieldrin and aldrin: an update. Toxicol Ind Health 18(2):63–70
Swaen GM, van Amelsvoort LG, Slangen JJ, Mohren DC (2004) Cancer mortality in a cohort of licensed herbicide applicators. Int Arch Occup Environ Health 77(4):293–295
‘t Mannetje A, McLean D, Cheng S, Boffetta P, Colin D, Pearce N (2005) Mortality in New Zealand workers exposed to phenoxy herbicides and dioxins. Occup Environ Med 62(1):34–40
Thomas KW, Dosemeci M, Coble JB, Hoppin JA, Sheldon LS, Chapa G, Croghan CW, Jones PA, Knott CE, Lynch CF, Sandler DP, Blair AE, Alavanja MC (2009) Assessment of a pesticide exposure intensity algorithm in the agricultural health study. J Expo Sci Environ Epidemiol. [Epub ahead of print]
Torchio P, Lepore AR, Corrao G, Comba P, Settimi L, Belli S, Magnani C, di Orio F (1994) Mortality study on a cohort of Italian licensed pesticide users. Sci Total Environ 149(3):183–191
United States Preventive Services Task Force (USPSTF) (2008) Procedure manual. Section 4: Evidence Report Development
US Environmental Protection Agency (2009) EPA creating framework for human health data in pesticide assessments. Available from http://www.InsideEPA.com
van Bemmel DM, Visvanathan K, Beane Freeman LE, Coble J, Hoppin JA, Alavanja MC (2008) S-ethyl-N, N-dipropylthiocarbamate exposure and cancer incidence among male pesticide applicators in the agricultural health study: a prospective cohort. Environ Health Perspect 116(11):1541–1546
Weed DL (1995) Causal and preventive inference. In: Greenwald P, Kramer B, Weed DL (eds) Cancer prevention and control. Marcel Dekker, New York, pp 285–302
Weed DL (1997) On the use of causal criteria. Int J Epidemiol 26(6):1137–1141
Weed DL (2000) Interpreting epidemiological evidence: how meta-analysis and causal inference methods are related. Int J Epidemiol 29(3):387–390
Weed DL (2005) Weight of evidence: a review of concept and methods. Risk Anal 25(6):1545–1557
Weed DL, Gorelic LS (1996) The practice of causal inference in cancer epidemiology. Cancer Epidemiol Biomarkers Prev 5(4):303–311
Weichenthal S, Moase C, Chan P. Weichenthal S, Moase C, Chan P (2010) A Review of Pesticide Exposure and Cancer Incidence in the Agricultural Health Study Cohort. Environ Health Perspect. 2010 May 5. [Epub ahead of print]
Wiklund K, Dich J, Holm LE, Eklund G (1989) Risk of cancer in pesticide applicators in Swedish agriculture. Br J Ind Med 46(11):809–814
Willett CG (2001) Cancer of the lower gastrointestinal tract. B.C. Decker, Hamilton
Conflict of interest
This work was partially supported by Crop Life America (CLA). CLA did not contribute to the design, analysis, or interpretation of the content of this review.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Alexander, D.D., Weed, D.L., Mink, P.J. et al. A weight-of-evidence review of colorectal cancer in pesticide applicators: the agricultural health study and other epidemiologic studies. Int Arch Occup Environ Health 85, 715–745 (2012). https://doi.org/10.1007/s00420-011-0723-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00420-011-0723-7