Academic Journal
Long-term cancer trends among male Taiwanese farmers: an age-period-cohort analysis (2000-2023).
| Τίτλος: | Long-term cancer trends among male Taiwanese farmers: an age-period-cohort analysis (2000-2023). |
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| Συγγραφείς: | Francis LM; Department of Environmental, Occupational, and Geospatial Health Sciences, City University of New York (CUNY) Graduate School of Public Health & Health Policy, New York, USA., Soliman AS; Department of Community Health and Social Medicine, City University of New York (CUNY) School of Medicine, New York, USA., Wu LY; Department of Public Health, College of Public Health, China Medical University, No. 100, Sec. 1, Jingmao Rd., Beitun Dist., Taichung City, Taiwan., Chung CJ; Department of Public Health, College of Public Health, China Medical University, No. 100, Sec. 1, Jingmao Rd., Beitun Dist., Taichung City, Taiwan. cjchung@mail.cmu.edu.tw.; Department of Medical Research, China Medical University Hospital, Taichung, Taiwan. cjchung@mail.cmu.edu.tw. |
| Πηγή: | International archives of occupational and environmental health [Int Arch Occup Environ Health] 2026 Sep 06; Vol. 99 (7). Date of Electronic Publication: 2026 Sep 06. |
| Τύπος έκδοσης: | Journal Article |
| Γλώσσα: | English |
| Στοιχεία περιοδικού: | Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 7512134 Publication Model: Electronic Cited Medium: Internet ISSN: 1432-1246 (Electronic) Linking ISSN: 03400131 NLM ISO Abbreviation: Int Arch Occup Environ Health Subsets: MEDLINE |
| Imprint Name(s): | Original Publication: Berlin, New York : Springer-Verlag. |
| Ιατρικοί όροι (MeSH): | Neoplasms*/epidemiology , Farmers*/statistics & numerical data , Occupational Exposure*/adverse effects , Agricultural Workers' Diseases*/epidemiology, Taiwan/epidemiology ; Lung Neoplasms/epidemiology ; Humans ; Male ; Middle Aged ; Aged ; Adult ; Aged, 80 and over ; Incidence ; Young Adult ; Adolescent ; Cohort Studies ; Age Factors |
| Περίληψη: | Purpose: Male farmers are frequently exposed to various environmental and occupational hazards that may be related to cancer risk. Long-term cancer incidence trends in male farmers in Taiwan remain unclear. This study examined temporal trends in cancer incidence among male farmers over a 24-year period. Methods: Using Taiwan's Longitudinal Health Insurance Database of Patients with Catastrophic Illnesses (2000-2023), we conducted a nationwide cohort study of agricultural workers whose aged 15-84 (N= 2,426,531). ICD-O-3 and the corresponding ICD-9-CM and ICD-10-CM codes from the Taiwan Cancer Registry Annual Report were used to identify annually incident cancer cases. Age-standardized incidence rates, age-standardized rate ratios, and age-standardized incidence ratios were calculated. A Joinpoint regression and age-period-cohort model were used to identify and examine temporal trends across the study period. Results: Overall cancer incidence was higher among male farmers compared to the male general population, with an increasing temporal trend from 2000 to 2023. Lip and lung cancers showed a significantly increased annual average percentage change (AAPC) value, age effect, period effect, and cohort effect for the study period, while liver cancer showed a decreasing AAPC, period effect, and cohort effect, with an increasing age effect over the entire study period. Conclusion: This study provides evidence that lung and lip cancer incidence among male farmers increased significantly over the study period, while liver cancer decreased. As exposure varies by agricultural activity and farm type, further research is needed to identify specific exposures that are related to the higher risk of cancer in this population. (© 2026. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.) |
| Competing Interests: | Declarations. Conflict of interest: The authors declare that they have no conflict of interest. Ethical approval: The study was approved by the China Medical University and Hospital Research Ethics Committee (CRREC-109-018). Consent to participate: Not applicable. Consent for publication: Not applicable. |
| 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. https://doi.org/10.1016/s1047-2797(97)00120-8. (PMID: 10.1016/s1047-2797(97)00120-8) Administration TCW (2014–2025) Taiwan UV History Data. https://www.cwa.gov.tw/V8/E/D/UVIHistory.html. Agirculture Employed Persons by Gender and Age (2023). R.O.C. (Taiwan). Alavanja MC, Dosemeci M, Samanic C, Lubin J, Lynch CF, Knott C, Barker J, Hoppin JA, Sandler DP, Coble J, Thomas K, Blair A (2004) Pesticides and lung cancer risk in the agricultural health study cohort. Am J Epidemiol 160(9):876–885. https://doi.org/10.1093/aje/kwh290. (PMID: 10.1093/aje/kwh290) Alavanja MCR, 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 1:39–45. Andreotti G, Freeman LE, Hou L, Coble J, Rusiecki J, Hoppin JA, Silverman DT, Alavanja MC (2009) Agricultural pesticide use and pancreatic cancer risk in the agricultural health study cohort. Int J Cancer 124(10):2495–2500. https://doi.org/10.1002/ijc.24185. (PMID: 10.1002/ijc.24185) Attaullah M, Yousuf MJ, Shaukat S, Anjum SI, Ansari MJ, Buneri ID, Tahir M, Amin M, Ahmad N, Khan SU (2018) Serum organochlorine pesticides residues and risk of cancer: a case-control study. Saudi J Biol Sci 25(7):1284–1290. https://doi.org/10.1016/j.sjbs.2017.10.023. (PMID: 10.1016/j.sjbs.2017.10.023) Blair A, Freeman LB (2009) Epidemiologic studies in agricultural populations: observations and future directions. J Agromedicine 14(2):125–131. https://doi.org/10.1080/10599240902779436. (PMID: 10.1080/10599240902779436) Brouwer M, Schinasi L, Beane Freeman LE, Baldi I, Lebailly P, Ferro G, Nordby KC, Schüz J, Leon ME, Kromhout H (2016) Assessment of occupational exposure to pesticides in a pooled analysis of agricultural cohorts within the AGRICOH consortium. Occup Environ Med 73(6):359–367. https://doi.org/10.1136/oemed-2015-103319. (PMID: 10.1136/oemed-2015-103319) Cancer Registry Annual report (2022) Taiwan: ministry of health and welfare. Chang GC, Chiu CH, Yu CJ, Chang YC, Chang YH, Hsu KH, Wu YC, Chen CY, Hsu HH, Wu MT, Yang CT, Chong IW, Lin YC, Hsia TC, Lin MC, Su WC, Lin CB, Lee KY, Wei YF, Lan GY, Chan WP, Wang KL, Wu MH, Tsai HH, Chian CF, Lai RS, Shih JY, Wang CL, Hsu JS, Chen KC, Chen CK, Hsia JY, Peng CK, Tang EK, Hsu CL, Chou TY, Shen WC, Tsai YH, Tsai CM, Chen YM, Lee YC, Chen HY, Yu SL, Chen CJ, Wan YL, Hsiung CA, Yang PC, Chan CC, Chan SW, Chang IS, Chang JH, Chao KS, Chen HW, Chiang CJ, Chiou HY, Chou MC, Chung CL, Chung TJ, Guo YL, Hsiao CF, Huang CS, Ko SF, Lee MH, Li YJ, Liao YS, Lu YH, Ou HY, Wu PA, Yang HI, Yang SY, Yang SC (2024) Low-dose CT screening among never-smokers with or without a family history of lung cancer in Taiwan: a prospective cohort study. Lancet Respir Med 12(2):141–152. https://doi.org/10.1016/S2213-2600(23)00338-7. (PMID: 10.1016/S2213-2600(23)00338-7) Chen WL, Lin GL, Lin YJ, Su TY, Wang CC, Wu WT (2023) Cancer risks in a population-based study of agricultural workers: results from the Taiwan’s farmers and health cohort study. Scand J Work Environ Health 49(6):419–427. https://doi.org/10.5271/sjweh.4106. (PMID: 10.5271/sjweh.4106) Chen CJ, Wu CC, Wei SL, Lin LJ, Lee WC, Chiang CJ, Chien RN, Lu SN (2025) National strategy for elimination of liver diseases in Taiwan. J Formos Med Assoc 124:S74–S83. https://doi.org/10.1016/j.jfma.2025.09.008. (PMID: 10.1016/j.jfma.2025.09.008) Curl CL, Spivak M, Phinney R, Montrose L (2020) Synthetic pesticides and health in vulnerable populations: agricultural workers. Curr Environ Health Rep 7(1):13–29. https://doi.org/10.1007/s40572-020-00266-5. (PMID: 10.1007/s40572-020-00266-5) Directorate General of Budget, A. a. S., Executive Yuan, R. O. C., (2026) The number of workers in the agricultural and livestock services industry by month and gender. Goh SK, Wong KN, McNown R, Chen L-J (2023) Long-run macroeconomic consequences of Taiwan’s aging labor force: an analysis of policy options. J Policy Model 45(1):121–138. https://doi.org/10.1016/j.jpolmod.2023.01.006. (PMID: 10.1016/j.jpolmod.2023.01.006) Huang K, Huang CY, Hsieh PC, Lin LJ, Wang YR, Wei SL, Wu CC (2023) PL03.04 The Taiwan national lung cancer screening program. J Thorac Oncol 18(11):S35. https://doi.org/10.1016/j.jtho.2023.09.006. (PMID: 10.1016/j.jtho.2023.09.006) IARC (2015) Evaluation of five organophosphate insecticides and herbicides IARC Monographs, Issue. Islami F, Goding Sauer A, Miller KD, Siegel RL, Fedewa SA, Jacobs EJ, McCullough ML, Patel AV, Ma J, Soerjomataram I, Flanders WD, Brawley OW, Gapstur SM, Jemal A (2018) Proportion and number of cancer cases and deaths attributable to potentially modifiable risk factors in the United States. CA Cancer J Clin 68(1):31–54. https://doi.org/10.3322/caac.21440. (PMID: 10.3322/caac.21440) Kachuri L, Harris MA, MacLeod JS, Tjepkema M, Peters PA, Demers PA (2017) Cancer risks in a population-based study of 70,570 agricultural workers: results from the Canadian census health and environment cohort (CanCHEC). BMC Cancer 17(1):343. https://doi.org/10.1186/s12885-017-3346-x. (PMID: 10.1186/s12885-017-3346-x) Kangkhetkron T, Juntarawijit C (2020) Pesticide exposure and lung cancer risk: a case-control study in Nakhon Sawan, Thailand F1000Res 9:492. https://doi.org/10.12688/f1000research.24114.8. Khong TMT, Bui TT, Kang H-Y, Park E, Ki M, Choi Y-J, Kim B, Oh J-K (2025) Cancer risk according to lifestyle risk score trajectories: a population-based cohort study. BJC Rep 3(1):28. https://doi.org/10.1038/s44276-025-00141-6. (PMID: 10.1038/s44276-025-00141-6) Khuder SA (1999) Etiologic clues to lip cancer from epidemiologic studies on farmers. Scand J Work Environ Health 25(2):125–130. https://doi.org/10.5271/sjweh.414. (PMID: 10.5271/sjweh.414) Kim B, Park EY, Kim J, Park E, Oh JK, Lim MK (2022) Occupational exposure to pesticides and lung cancer risk: a propensity score analyses. Cancer Res Treat 54(1):130–139. https://doi.org/10.4143/crt.2020.1106. (PMID: 10.4143/crt.2020.1106) Kristensen P, Andersen A, Irgens LM, Laake P, Bye AS (1996) Incidence and risk factors of cancer among men and women in Norwegian agriculture. Scand J Work Environ Health 22(1):14–26. https://doi.org/10.5271/sjweh.104. (PMID: 10.5271/sjweh.104) Lemarchand C, Tual S, Boulanger M, Levêque-Morlais N, Perrier S, Clin B, Guizard AV, Velten M, Rigaud E, Baldi I, Lebailly P (2016) Prostate cancer risk among French farmers in the AGRICAN cohort. Scand J Work Environ Health 42(2):144–152. https://doi.org/10.5271/sjweh.3552. (PMID: 10.5271/sjweh.3552) Lerro CC, Koutros S, Andreotti G, Sandler DP, Lynch CF, Louis LM, Blair A, Parks CG, Shrestha S, Lubin JH, Albert PS, Hofmann JN, Beane Freeman LE (2019) Cancer incidence in the Agricultural Health Study after 20 years of follow-up. Cancer Causes Control 30(4):311–322. https://doi.org/10.1007/s10552-019-01140-y. (PMID: 10.1007/s10552-019-01140-y) Liao L-Y (2025) Agricultural technologies and the emergence of cyborg assemblage: rethinking the relationships between young women farmers and agricultural machines in Taiwan. Gend Place Cult 32(12):1808–1824. https://doi.org/10.1080/0966369x.2025.2525931. (PMID: 10.1080/0966369x.2025.2525931) Lin PH, Chang SW, Tsai LH, Kan HC, Liu JM, Chuang CK, Pang ST, Yu KJ (2020) Increasing incidence of prostate cancer in Taiwan: a study of related factors using a nationwide health and welfare database. Medicine (Baltimore) 99(39):e22336. https://doi.org/10.1097/md.0000000000022336. (PMID: 10.1097/md.0000000000022336) Marino P, Mininni M, Deiana G, Marino G, Divella R, Bochicchio I, Giuliano A, Lapadula S, Lettini AR, Sanseverino F (2024) Healthy lifestyle and cancer risk: modifiable risk factors to prevent cancer. Nutrients. https://doi.org/10.3390/nu16060800. (PMID: 10.3390/nu16060800) National cancer Institute (2024). Liver cancer causes, risk factors, and prevention. Nieuwenhuijsen MJ, Noderer KS, Schenker MB, Vallyathan V, Olenchock S (1999) Personal exposure to dust, endotoxin and crystalline silica in california agriculture. Annals Occup Hygiene 43(1):35–42. https://doi.org/10.1016/S0003-4878(98)00068-4. (PMID: 10.1016/S0003-4878(98)00068-4) Patel, D. P., Loffredo, C. A., Pupacdi B, Rabibhadana S, Navasumrit P, Chaisaingmongkol J, Toulabi L, Haznadar M, Dalal B, Khan M, Stone J, Bhudhisawasdi V, Lertprasertsuke N, Chotirosniramit A, Pairojkul C, Auewarakul CU, Sricharunrat T, Phornphutkul K, Sangrajrang S, Consortium t. T-L (2025) Associations of chronic liver disease and liver cancer with glyphosate and its metabolites in Thailand. Int J Cancer 156(10):1885–1897. https://doi.org/10.1002/ijc.35282. Perea-Milla López E, Miñarro-Del Moral RM, Martínez-García C, Zanetti R, Rosso S, Serrano S, Aneiros JF, Jimenez-Puente A, Redondo M (2003) Lifestyles, environmental and phenotypic factors associated with lip cancer: a case-control study in southern Spain. Br J Cancer 88(11):1702–1707. https://doi.org/10.1038/sj.bjc.6600975. (PMID: 10.1038/sj.bjc.6600975) Rosenberg PS, Check DP, Anderson WF (2014) A web tool for age-period-cohort analysis of cancer incidence and mortality rates. Cancer Epidemiol Biomarkers Prev 23(11):2296–2302. https://doi.org/10.1158/1055-9965.Epi-14-0300. (PMID: 10.1158/1055-9965.Epi-14-0300) Smith TR, Wakefield J (2016) A review and comparison of age–period–cohort models for cancer incidence. Stat Sci 31(4):591–610. https://doi.org/10.1214/16-sts580. (PMID: 10.1214/16-sts580) Smit-Kroner C, Brumby S (2015) Farmers sun exposure, skin protection and public health campaigns: an Australian perspective. Prev Med Rep 2:602–607. https://doi.org/10.1016/j.pmedr.2015.07.004. (PMID: 10.1016/j.pmedr.2015.07.004) Su SY, Liaw YP, Jhuang JR, Hsu SY, Chiang CJ, Yang YW, Lee WC (2019) Associations between ambient air pollution and cancer incidence in Taiwan: an ecological study of geographical variations. BMC Public Health 19(1):1496. https://doi.org/10.1186/s12889-019-7849-z. (PMID: 10.1186/s12889-019-7849-z) Tang J, Cheng XE, He YS, Ge M, Shi QQ, Li XX, Wei HF, Zhu YY, Pan HF, Wang P (2025) Global, regional, and national perspectives on aortic aneurysm burden from 1992 to 2021: temporal patterns and age-period-cohort analyses. Eur J Prev Cardiol. https://doi.org/10.1093/eurjpc/zwaf266. (PMID: 10.1093/eurjpc/zwaf266) Togawa K, Leon ME, Lebailly P, Beane Freeman LE, Nordby KC, Baldi I, MacFarlane E, Shin A, Park S, Greenlee RT, Sigsgaard T, Basinas I, Hofmann JN, Kjaerheim K, Douwes J, Denholm R, Ferro G, Sim MR, Kromhout H, Schüz J (2021) Cancer incidence in agricultural workers: findings from an international consortium of agricultural cohort studies (AGRICOH). Environ Int 157:106825. https://doi.org/10.1016/j.envint.2021.106825. (PMID: 10.1016/j.envint.2021.106825) Tsai WT (2010) Current status and regulatory aspects of pesticides considered to be persistent organic pollutants (POPs) in Taiwan. Int J Environ Res Public Health 7(10):3615–3627. https://doi.org/10.3390/ijerph7103615. (PMID: 10.3390/ijerph7103615) Tsai WT (2013) Analysis of coupling the pesticide use reduction with environmental policy for agricultural sustainability in Taiwan. Environ Pollut. https://doi.org/10.5539/ep.v2n2p59. (PMID: 10.5539/ep.v2n2p59) Tsai WT (2019) Trends in the use of glyphosate herbicide and its relevant regulations in Taiwan: a water contaminant of increasing concern. Toxics. https://doi.org/10.3390/toxics7010004. (PMID: 10.3390/toxics7010004) Tsuei SH-T (2024) Reflection on 30 years of Taiwanese national health insurance: analysis of Taiwanese health system progress, challenges, and opportunities. J Formos Med Assoc 123:S180–S187. https://doi.org/10.1016/j.jfma.2024.07.030. (PMID: 10.1016/j.jfma.2024.07.030) White G, Cessna A (1989) Occupational hazards of farming. Can Fam Physician 35:2331–2336. White MC, Holman DM, Goodman RA, Richardson LC (2019) Cancer risk among older adults: time for cancer prevention to go silver. Gerontologist 59(Suppl 1):S1-s6. https://doi.org/10.1093/geront/gnz038. (PMID: 10.1093/geront/gnz038) Yang PC, Chen THH, Huang KP, Lin LJ, Wu CC (2024) Taiwan national lung cancer early detection program for heavy smokers and non-smokers with family history of lung cancer. J Clin Oncol 42(16_suppl):8009–8009. https://doi.org/10.1200/JCO.2024.42.16_suppl.8009. (PMID: 10.1200/JCO.2024.42.16_suppl.8009) Yu B, Huang L, Tiwari RC, Feuer EJ, Johnson KA (2009) Modelling population-based cancer survival trends using join point models for grouped survival data. J R Stat Soc Ser A Stat Soc 172(2):405–425. https://doi.org/10.1111/j.1467-985X.2009.00580.x. (PMID: 10.1111/j.1467-985X.2009.00580.x) |
| Grant Information: | R25 CA112383 Cancer Epidemiology Education in Special Populations Fellowship; MOST 108-2221-E-039-009-MY3 Ministry of Science and Technology, Taiwan; CMU108-MF-94 China Medical University, Taiwan |
| Contributed Indexing: | Keywords: Age-period-cohort; Agricultural exposures; Cancer; Farmers; Joinpoint regression; Taiwan |
| Entry Date(s): | Date Created: 20260906 Date Completed: 20260906 Latest Revision: 20260925 |
| Update Code: | 20260925 |
| DOI: | 10.1007/s00420-026-02235-1 |
| PMID: | 42701910 |
| Βάση Δεδομένων: | MEDLINE |
| ISSN: | 1432-1246 |
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| DOI: | 10.1007/s00420-026-02235-1 |