Pesticides applied to crops and amyotrophic lateral sclerosis risk in the U.S
Open accessAbstract
Background Environmental exposures are implicated in the etiology of amyotrophic lateral sclerosis (ALS). Application of insecticides, herbicides, and fungicides with neurotoxic properties to crops is permitted in the U.S., however reporting of the quantities is government mandated. Objective To identify pesticides that may be associated with ALS etiology for future study. Methods We geospatially estimated exposure to crop-applied pesticides as risk factors for ALS in a large de-identified medical claims database, the SYMPHONY Integrated Dataverse®. We extracted residence at diagnosis of ∼26,000 nationally distributed ALS patients, and matched non-ALS controls. We mapped county-level U.S. Geological Survey data on applications of 423 pesticides to estimate local residential exposure. We randomly broke the SYMPHONY dataset into two groups to form independent discovery and validation cohorts, then confirmed top hits using residential history information from a study of NH, VT, and OH. Results Pesticides with the largest positive statistically significant associations in both the discovery and the validation studies and evidence of neurotoxicity in the literature were the herbicides 2,4-D (OR 1.25 95 % CI 1.17-1.34) and glyphosate (OR 1.29 95 %CI 1.19-1.39), and the insecticides carbaryl (OR 1.32 95 %CI 1.23-1.42) and chlorpyrifos (OR 1.25 95 %CI 1.17-1.33). Significance Our geospatial analysis results support potential neurotoxic pesticide exposures as risk factors for sporadic ALS. Focused studies to assess these identified potential relationships are warranted.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Environmental exposures including herbicides and heavy metals have been associated with increased risk of developing ALS.
“Growing epidemiological evidence suggests that exposure to certain environmental contaminants, including herbicides and heavy metals, has been associated with a higher incidence of ALS.2”
From Head trauma and environment progression of amyotrophic lateral sclerosis: long-term data from the National ALS Registry (2026) · cites this paper as [2]
The Introduction and Discussion report epidemiological associations between pesticide exposure, including herbicides, and ALS risk. Our copy does not report an association between heavy-metal exposure and ALS; searches for heavy metals and specific metals did not find one. No page numbers were provided for these passages. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Effects of gender in amyotrophic lateral sclerosis
McCombe, P. A., & Henderson, R. D. (2010) · Gender Medicine · doi:10.1016/j.genm.2010.11.010 · Cited by 379 · see citing works
Flagged first, then by citations
Research works printed but not linked: 51
- Alanee S, Clemons J, Zahnd W, Sadowski D, Dynda D, 2015. Trichloroethylene is associated with kidney cancer mortality: a population-based analysis. Anticancer Res. 35 (7), 4009– 4013. 26124349
- Andrew AS, Caller TA, Tandan R, Duell EJ, Henegan PL, Field NC, Bradley WG, Stommel EW, 2017. Environmental and occupational exposures and amyotrophic lateral sclerosis in New England. Neurodegener. Dis 17 (2–3), 110– 116. 28122372 PMC5383428
- Baltazar MT, Dinis-Oliveira RJ, de Lourdes Bastos M, Tsatsakis AM, Duarte JA, Carvalho F, 2014. Pesticides exposure as etiological factors of Parkinson’s disease and other neurodegenerative diseases–a mechanistic approach. Toxicol. Lett 230 (2), 85– 103. 24503016
- Beard JD, Engel LS, Richardson DB, Gammon MD, Baird C, Umbach DM, Allen KD, Stanwyck CL, Keller J, Sandler DP, Schmidt S, Kamel F, 2017. Military service, deployments, and exposures in relation to amyotrophic lateral sclerosis survival. PLoS One 12 (10), e0185751. PMC5634564 29016608
- Bonvicini F, Marcello N, Mandrioli J, Pietrini V, Vinceti M, 2010. Exposure to pesticides and risk of amyotrophic lateral sclerosis: a population-based case-control study. Ann. Ist. Super. Sanita 46 (3), 284– 287. 20847462
- Burchfield SL, Bailey DC, Todt CE, Denney RD, Negga R, Fitsanakis VA, 2019. Acute exposure to a glyphosate-containing herbicide formulation inhibits Complex II and increases hydrogen peroxide in the model organism Caenorhabditis elegans. Environ. Toxicol. Pharmacol 66, 36– 42. 30594848 PMC6360103
- Burns CJ, Beard KK, Cartmill JB, 2001. Mortality in chemical workers potentially exposed to 2,4-dichlorophenoxyacetic acid (2,4-D) 1945–94: an update. Occup. Environ. Med 58 (1), 24– 30. 11119631 PMC1740039
- Chen T, Tan J, Wan Z, Zou Y, Afewerky HK, Zhang Z, Zhang T, 2017. Effects of commonly used pesticides in China on the mitochondria and ubiquitin-proteasome system in Parkinson’s disease. Int. J. Mol. Sci 18 (12). PMC5751110 29168786
- Das K, Nag C, Ghosh M, 2012. Familial, environmental, and occupational risk factors in development of amyotrophic lateral sclerosis. N. Am. J. Med. Sci 4 (8), 350– 355. 22912943 PMC3421913
- Domico LM, Cooper KR, Bernard LP, Zeevalk GD, 2007. Reactive oxygen species generation by the ethylene-bis-dithiocarbamate (EBDC) fungicide mancozeb and its contribution to neuronal toxicity in mesencephalic cells. Neurotoxicology 28 (6), 1079– 1091. 17597214 PMC2141682
- Efron B, Tibshirani R, 2007. On testing the significance of sets of genes. Ann. Appl. Stat 1 (1), 107– 129.
- Filippini T, Tesauro M, Fiore M, Malagoli C, Consonni M, Violi F, Iacuzio L, Arcolin E, Oliveri Conti G, Cristaldi A, Zuccarello P, Zucchi E, Mazzini L, Pisano F, Gagliardi I, Patti F, Mandrioli J, Ferrante M, Vinceti M, 2020. Environmental and occupational risk factors of amyotrophic lateral sclerosis: a population-based case-control study. Int. J. Environ. Res. Public Health 17 (8). PMC7216189 32331298
- Freire C, Koifman S, 2012. Pesticide exposure and Parkinson’s disease: epidemiological evidence of association. Neurotoxicology 33 (5), 947– 971. 22627180
- Fuenmayor SB, Castro PJS, Subirana PQ, Palmero SL, Mullor MR, Carreno TP, 2021. Environmental exposure to pesticides and amyotrophic lateral sclerosis in the South of Spain. Neurologia. 37659835
- Furby A, Beauvais K, Kolev I, Rivain JG, Sebille V, 2010. Rural environment and risk factors of amyotrophic lateral sclerosis: a case-control study. J. Neurol 257 (5), 792– 798. 20012543
- Gatto NM, Cockburn M, Bronstein J, Manthripragada AD, Ritz B, 2009. Well-water consumption and Parkinson’s disease in rural California. Environ. Health Perspect 117 (12), 1912– 1918. 20049211 PMC2799466
- Govoni V, Granieri E, Fallica E, Casetta I, 2005. Amyotrophic lateral sclerosis, rural environment and agricultural work in the Local Health District of Ferrara, Italy, in the years 1964–1998. J. Neurol 252 (11), 1322– 1327. 15995797
- Gunnarsson LG, Bodin L, 2018. Amyotrophic lateral sclerosis and occupational exposures: a systematic literature review and meta-analyses. Int. J. Environ. Res. Public Health 15 (11). PMC6265680 30373166
- Horner RD, Kamins KG, Feussner JR, Grambow SC, Hoff-Lindquist J, Harati Y, Mitsumoto H, Pascuzzi R, Spencer PS, Tim R, Howard D, Smith TC, Ryan MA, Coffman CJ, Kasarskis EJ, 2003. Occurrence of amyotrophic lateral sclerosis among Gulf War veterans. Neurology 61 (6), 742– 749. 14504315
- Horner RD, Grambow SC, Coffman CJ, Lindquist JH, Oddone EZ, Allen KD, Kasarskis EJ, 2008. Amyotrophic lateral sclerosis among 1991 Gulf War veterans: evidence for a time-limited outbreak. Neuroepidemiology 31 (1), 28– 32. 18535397
- Iorio R, Castellucci A, Rossi G, Cinque B, Cifone MG, Macchiarelli G, Cecconi S, 2015. Mancozeb affects mitochondrial activity, redox status and ATP production in mouse granulosa cells. Toxicol. In Vitro 30 (1 Pt B), 438– 445. 26407525
- Kamel F, Umbach DM, Bedlack RS, Richards M, Watson M, Alavanja MC, Blair A, Hoppin JA, Schmidt S, Sandler DP, 2012. Pesticide exposure and amyotrophic lateral sclerosis. Neurotoxicology 33 (3), 457– 462. 10.1016/j.neuro.2012.1004.1001. Epub 2012 Apr 1012. 22521219 PMC3358481 · DOI
- Kanavouras K, Tzatzarakis MN, Mastorodemos V, Plaitakis A, Tsatsakis AM, 2011. A case report of motor neuron disease in a patient showing significant level of DDTs, HCHs and organophosphate metabolites in hair as well as levels of hexane and toluene in blood. Toxicol. Appl. Pharmacol 256 (3), 399– 404. 21851830
- Kang H, Cha ES, Choi GJ, Lee WJ, 2014. Amyotrophic lateral sclerosis and agricultural environments: a systematic review. J. Korean Med. Sci 29 (12), 1610– 1617. 25469059 PMC4248580
- Lei Y, Zhang ZF, Lei RX, Wang S, Zhuang Y, Liu AC, Wu Y, Chen J, Tang JC, Pan MX, Liu R, Liao WJ, Feng YG, Wan Q, Zheng M, 2018. DJ-1 suppresses cytoplasmic TDP-43 aggregation in oxidative stress-induced cell injury. J. Alzheimers Dis.: JAD 66 (3), 1001– 1014. 30372676
- Malek AM, Barchowsky A, Bowser R, Heiman-Patterson T, Lacomis D, Rana S, Youk A, Stickler D, Lackland DT, Talbott EO, 2014. Environmental and occupational risk factors for amyotrophic lateral sclerosis: a case-control study. Neurodegener. Dis 14 (1), 31– 38. 24246552
- Mathis S, Goizet C, Soulages A, Vallat JM, Masson GL, 2019. Genetics of amyotrophic lateral sclerosis: a review. J. Neurol. Sci 399, 217– 226. 30870681
- McGuire V, Longstreth WT Jr., Nelson LM, Koepsell TD, Checkoway H, Morgan MS, van Belle G, 1997. Occupational exposures and amyotrophic lateral sclerosis. A population-based case-control study. Am. J. Epidemiol 145 (12), 1076– 1088. 9199537
- McKay KA, Smith KA, Smertinaite L, Fang F, Ingre C, Taube F, 2021. Military service and related risk factors for amyotrophic lateral sclerosis. Acta Neurol. Scand 143 (1), 39– 50. 32905613 PMC7756624
- Mehta P, Kaye W, Raymond J, Punjani R, Larson T, Cohen J, Muravov O, Horton K, 2018. Prevalence of amyotrophic lateral sclerosis - United States, 2015. MMWR Morb. Mortal. Wkly. Rep 67 (46), 1285– 1289. 30462626 PMC6289079
- Miranda J, Lundberg I, McConnell R, Delgado E, Cuadra R, Torres E, Wesseling C, Keifer M, 2002. Onset of grip- and pinch-strength impairment after acute poisonings with organophosphate insecticides. Int. J. Occup. Environ. Health 8 (1), 19– 26. 11843436
- Mora AM, Cordoba L, Cano JC, Hernandez-Bonilla D, Pardo L, Schnaas L, Smith DR, Menezes-Filho JA, Mergler D, Lindh CH, Eskenazi B, van Wendel de Joode B, 2018. Prenatal mancozeb exposure, excess manganese, and neurodevelopment at 1 year of age in the Infants’ Environmental Health (ISA) study. Environ. Health Perspect 126 (5), 057007. PMC6072008 29847083
- Morahan JM, Pamphlett R, 2006. Amyotrophic lateral sclerosis and exposure to environmental toxins: an Australian case-control study. Neuroepidemiology 27 (3), 130– 135. 16946624
- Moretto A, Lotti M, 1998. Poisoning by organophosphorus insecticides and sensory neuropathy. J. Neurol. Neurosurg. Psychiatry 64 (4), 463– 468. 9576536 PMC2170059
- Nasuti C, Brunori G, Eusepi P, Marinelli L, Ciccocioppo R, Gabbianelli R, 2017. Early life exposure to permethrin: a progressive animal model of Parkinson’s disease. J. Pharmacol. Toxicol. Methods 83, 80– 86. 27756609
- Negga R, Stuart JA, Machen ML, Salva J, Lizek AJ, Richardson SJ, Osborne AS, Mirallas O, McVey KA, Fitsanakis VA, 2012. Exposure to glyphosate- and/or Mn/Zn-ethylene-bis-dithiocarbamate-containing pesticides leads to degeneration of gamma-aminobutyric acid and dopamine neurons in Caenorhabditis elegans. Neurotox. Res 21 (3), 281– 290. 21922334 PMC3288661
- Ojo JO, Abdullah L, Evans J, Reed JM, Montague H, Mullan MJ, Crawford FC, 2014. Exposure to an organophosphate pesticide, individually or in combination with other Gulf War agents, impairs synaptic integrity and neuronal differentiation, and is accompanied by subtle microvascular injury in a mouse model of Gulf War agent exposure. Neuropathology 34 (2), 109– 127. 24118348
- Pamphlett R, 2012. Exposure to environmental toxins and the risk of sporadic motor neuron disease: an expanded Australian case-control study. Eur. J. Neurol 19 (10), 1343– 1348. 22642256
- Peled-Kamar M, Lotem J, Wirguin I, Weiner L, Hermalin A, Groner Y, 1997. Oxidative stress mediates impairment of muscle function in transgenic mice with elevated level of wild-type Cu/Zn superoxide dismutase. Proc. Natl. Acad. Sci. U. S. A 94 (8), 3883– 3887. 9108073 PMC20536
- Qureshi MM, Hayden D, Urbinelli L, Ferrante K, Newhall K, Myers D, Hilgenberg S, Smart R, Brown RH, Cudkowicz ME, 2006. Analysis of factors that modify susceptibility and rate of progression in amyotrophic lateral sclerosis (ALS). Amyotroph. Lateral Scler 7 (3), 173– 182. 16963407
- Rasoulpour RJ, Terry C, LeBaron MJ, Stebbins K, Ellis-Hutchings RG, Billington R, 2014. Mode-of-action and human relevance framework analysis for rat Leydig cell tumors associated with sulfoxaflor. Crit. Rev. Toxicol (44 Suppl 2), 25– 44. 24832552
- Rosso SB, Caceres AO, de Duffard AM, Duffard RO, Quiroga S, 2000. 2,4-Dichlorophenoxyacetic acid disrupts the cytoskeleton and disorganizes the Golgi apparatus of cultured neurons. Toxicol. Sci 56 (1), 133– 140. 10869461
- Sanchez-Santed F, Colomina MT, Herrero Hernandez E, 2016. Organophosphate pesticide exposure and neurodegeneration. Cortex 74, 417– 426. 26687930
- Shafer TJ, Rijal SO, Gross GW, 2008. Complete inhibition of spontaneous activity in neuronal networks in vitro by deltamethrin and permethrin. Neurotoxicology 29 (2), 203– 212. 18304643
- Smulders CJ, Bueters TJ, Van Kleef RG, Vijverberg HP, 2003. Selective effects of carbamate pesticides on rat neuronal nicotinic acetylcholine receptors and rat brain acetylcholinesterase. Toxicol. Appl. Pharmacol 193 (2), 139– 146. 14644616
- Ueda RMR, de Souza VM, Magalhaes LR, Chagas PHN, Veras ASC, Teixeira GR, Nai GA, 2021. Neurotoxicity associated with chronic exposure to dichlorophenoxyacetic acid (2,4-D) - a simulation of environmental exposure in adult rats. J. Environ. Sci. Health B 1– 11. 34125002
- USEPA, 2001. In: Health Effects Division O.o.P.P (Ed.), The Grouping of a Series of Dithiocarbamate Pesticides Based on a Common Mechanism of Toxicity. Washington D.C.
- Vinceti M, Filippini T, Violi F, Rothman KJ, Costanzini S, Malagoli C, Wise LA, Odone A, Signorelli C, Iacuzio L, Arcolin E, Mandrioli J, Fini N, Patti F, Lo Fermo S, Pietrini V, Teggi S, Ghermandi G, Scillieri R, Ledda C, Mauceri C, Sciacca S, Fiore M, Ferrante M, 2017. Pesticide exposure assessed through agricultural crop proximity and risk of amyotrophic lateral sclerosis. Environ. Health 16 (1), 91. 28851431 PMC5576246
- Wang MD, Little J, Gomes J, Cashman NR, Krewski D, 2017. Identification of risk factors associated with onset and progression of amyotrophic lateral sclerosis using systematic review and meta-analysis. Neurotoxicology 61, 101– 130. 27377857
- Yang D, Lauridsen H, Buels K, Chi LH, La Du J, Bruun DA, Olson JR, Tanguay RL, Lein PJ, 2011. Chlorpyrifos-oxon disrupts zebrafish axonal growth and motor behavior. Toxicol. Sci 121 (1), 146– 159. 21346248 PMC3080187
- Yi SW, Ohrr H, Hong JS, Yi JJ, 2013. Agent Orange exposure and prevalence of self-reported diseases in Korean Vietnam veterans. J. Prev. Med. Public Health 46 (5), 213– 225. 24137524 PMC3796647
Cited by
Sorted by citations
Martinez-Nunez, A. E., Guo, J., Dorsey, E. R., Ruffing, K. W., Wymer, J., & Okun, M. S. (2026) · BMJ Neurology Open · doi:10.1136/bmjno-2026-001574 · Cited by 1 · see citing works
- Authors
- Andrew, A., Zhou, J., Gui, J., Harrison, A., Shi, X., Li, M., Guetti, B., Nathan, R., Tischbein, M., Pioro, E. P., Stommel, E., & Bradley, W.
- Affiliations
- Dartmouth–Hitchcock Medical Center (US)
- Dartmouth College (US)
- Cleveland Clinic (US)
- University of Miami (US)
- Corresponding author
- Andrew, Angeline
- ORCID
- Venue
- NeuroToxicology
- Publisher
- Elsevier BV
- Published
- 2021-12
- Volume
- 87
- Pages
- 128-135
- ISSN
- 0161-813X (ISSN-L)
- PMC
- PMC10756230
- OpenAlex
- W3200852473
- Cited by
- 54
- References
- 1
- Citations by year
- 2026: 5 · 2025: 11 · 2024: 16 · 2023: 14 · 2022: 8
- FWCI
- 5.71
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- NeuroToxicology (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Centers for Disease Control and Prevention (R01TS000288)
- National Cancer Institute (P30CA023108)
- Agency for Toxic Substances and Disease Registry
- Topics
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Pesticide Exposure and Toxicity
- Health Sciences › Medicine › Neurology › Amyotrophic Lateral Sclerosis Research
- Physical Sciences › Environmental Science › Pollution › Pesticide and Herbicide Environmental Studies
- Keywords
- amyotrophic lateral sclerosis, pesticide exposure, herbicides, insecticides, fungicides, 2,4-D, glyphosate, carbaryl, chlorpyrifos, neurotoxicity, residential exposure, ALS risk factors, health insurance claims data
- MeSH terms
- Crop Production, Glyphosate, Aged, Aged, 80 and over, Amyotrophic Lateral Sclerosis, Chlorpyrifos, Environmental Exposure, Female, Glycine, Herbicides, Humans, Insecticides, Male, Middle Aged, Pesticides, Risk Factors, Carbaryl, United States, 2,4-Dichlorophenoxyacetic Acid
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review