Meta-Analysis and Causal Inference: A Case Study of Benzene and Non-Hodgkin Lymphoma

Annals of Epidemiology

Volumn 20, Issue 5, 2010, Pages 347-355

  Weed, Douglas L ^a  

^a DLW Consulting Services LLC   (United States)

Author keywords

Benzene; Causality; Epidemiology; Meta analysis; Non Hodgkin Lymphoma; Occupations

Indexed keywords

BENZENE;

ARTICLE; CANCER EPIDEMIOLOGY; CANCER RISK; CASE STUDY; CAUSAL ATTRIBUTION; HUMAN; INDUSTRIAL WORKER; MORBIDITY; MORTALITY; NONHODGKIN LYMPHOMA; OCCUPATIONAL EXPOSURE; OCCUPATIONAL HAZARD; PRIORITY JOURNAL; RISK FACTOR;

BENZENE; BIAS (EPIDEMIOLOGY); CAUSALITY; CONFIDENCE INTERVALS; DOSE-RESPONSE RELATIONSHIP, DRUG; HUMANS; LYMPHOMA, NON-HODGKIN; META-ANALYSIS AS TOPIC; OCCUPATIONAL EXPOSURE; ODDS RATIO; RISK FACTORS; UNITED STATES;

EID: 77951260576     PISSN: 10472797     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.annepidem.2010.02.001     Document Type: Article

References (108)

1. Smith M.T., Jones R.M., Smith A.H. Benzene Exposure and Risk of Non-Hodgkin Lymphoma. Cancer Epidemiol Biomarkers Prev 2007, 16:385-391.
2. Steinmaus C., Smith A.H., Jones R.M., Smith M.T. Meta-analysis of benzene exposure and non-Hodgkin lymphoma: biases could mask an important association. Occup Environ Med 2008, 65:371-378.
3. Clarke C.A., Glaser S.L. Changing incidence of Non-Hodgkin Lymphoma in the United States. Cancer 2002, 94:2015-2023.
4. Garber K. Lymphoma Rate Rise Continues to Baffle Researchers. J Natl Cancer Inst 2001, 93:494-496.
5. Hill A.B. The environment and disease: association or causation?. Proc R Soc Med 1965, 58:295-300.
6. Last J.M. Dictionary of epidemiology 2001, Oxford University Press, New York, p. 7. 4th ed.
7. Seidler A., Mohner M., Berger J., Mester B., Deeg E., Elsner G., et al. Solvent exposure and malignant lymphoma: a population-based case-control study in Germany. J Occup Med Toxicol 2007, 2:2.
8. Weed D.L. The nature and necessity of scientific judgment. J Law Policy 2007, 15:135-164.
9. O'Connor S.R., Farmer P.B., Lauder I. Benzene and non-Hodgkin's lymphoma. J Pathol 1999, 189:448-453.
10. Wong O., Raabe G.K. Non-Hodgkin's lymphoma and exposure to benzene in a multinational cohort of more than 308,000 petroleum workers, 1937-1996. J Occup Environ Med 2000, 42:554-568.
11. Baris D., Zahm S.M. Epidemiology of lymphomas. Curr Opin Oncol 2000, 12:383-394.
12. Hayes R.B., Songnian Y., Dosemeci M., Linet M. Benzene and lymphohematopoietic malignancies in humans. Am J Ind Med 2001, 40:117-126.
13. Swerdlow A.J. Epidemiology of Hodgkin's disease and non-Hodgkin's lymphoma. Eur J Nucl Med Mol Imaging 2003, 30(Suppl 1):S3-12.
14. Chiu B.C., Weisenburger D.D. An update of the epidemiology of non-Hodgkin's lymphoma. Clin Lymphoma 2003, 4:161-168.
15. Smith M.T., Skibola C.F., Allan J.M., Morgan G.J. Causal models of leukemia and lymphoma. IARC Sci Publ 2004, 157:373-392.
16. Pyatt D. Benzene and hematopoietic malignancies. Clin Occup Environ Med 2004, 4:529-555.
17. Fisher S.G., Fisher R.I. The epidemiology of non-Hodgkin's lymphoma. Oncogene 2004, 23:6524-6534.
18. Wong O., Fu H. Exposure to benzene and non-Hodgkin lymphoma: an epidemiologic overview and an ongoing case-control study in Shanghai. Chem Biol Interact 2005, 153-154:33-41.
19. Muller A.M., Thorst G., Mertelsmann R., Engelhardt M. Epidemiology of non-Hodgkin's lymphoma (NHL): trends, geographic distribution, and etiology. Ann Hematol 2005, 84:1-12.
20. Lamm S.H., Engel A., Byrd D.M. Non-Hodgkin lymphoma and benzene exposure: A systematic literature review. Chem Biol Interact 2005, 153-154:231-237.
21. Grulich A.E., Vajdic C.M. The epidemiology of non-Hodgkin lymphoma. Pathology 2005, 37:409-419.
22. Mehlman M.A. Causal relationship between non-Hodgkin's lymphoma and exposure to benzene and benzene-containing solvents. Ann NY Acad Sci 2006, 1076:120-128.
23. Hartge P., Wang S.S., Bracci P.M., Devesa S.S., Holly E.A. Non-Hodgkin lymphoma. Cancer epidemiology and prevention 2006, 898-918. Oxford University Press, New York. 3rd ed. D. Schottenfeld, J.F. Fraumeni (Eds.).
24. Ekstrom-Smedby K. Epidemiology and etiology of non-Hodgkin lymphoma-a review. Acta Oncol 2006, 45:258-271.
25. Alexander D.D., Mink P.J., Adami H.-O., Chang E.T., Cole P., Mandel J.S., et al. The non-Hodgkin lymphomas: a review of the epidemiologic literature. Int J Epidemiol 2006, 20:1-39.
26. Rodriguez-Abreu D., Bordoni A., Zucca E. Epidemiology of hematological malignancies. Ann Oncol 2007, 18(Suppl 1):i3-i8.
27. Greenland S. Meta-analysis. Modern epidemiology 1998, 643-673. Lippincott-Raven, Philadelphia. K.J. Rothman, S. Greenland (Eds.).
28. Weed D.L. Epidemiologic evidence and causal inference. Hematol Oncol Clin North Am 2000, 14:797-807.
29. Weed D.L. Interpreting epidemiologic evidence: how meta-analysis and causal inference methods are related. Int J Epidemiol 2000, 29:387-390.
30. Armstrong B., Hutchinson E., Unwin J., Fletcher T. Lung cancer risk after exposure to polycyclic aromatic hydrocarbons: a review and meta-analysis. Environ Health Perspect 2004, 112:970-978.
31. Goodman M., Teta M.J., Hessel P.A., Garabrant D.H., Craven V.A., Scrafford C.G., et al. Mesothelioma and lung cancer among motor vehicle mechanics: a meta-analysis. Ann Occup Hyg 2004, 48:309-326.
32. Heymans M.W., van Tulder M.W., Esmail R., Bombardier C., Koes B.W. Back schools for non-specific low-back pain. Cochrane Database Syst Rev 2004, Oct 18;(4):CD000261.
33. Kwakkel G., van Peppen R., Wagenaar R.C., Wood Dauphinee S., Richards C., Ashburn A., et al. Effects of augmented exercise therapy time after stroke: a meta-analysis. Stroke 2004, 35:2529-2539.
34. Paramei G.V., Meyer-Baron M., Seeber A. Impairments of colour vision induced by organic solvents: a meta-analysis study. Neurotoxicology 2004, 25:803-816.
35. Smedslund G., Fisher K.J., Boles S.M., Lichtenstein E. The effectiveness of workplace smoking cessation programmes: a meta-analysis of recent studies. Tob Control 2004, 13:197-204.
36. Van Maele-Fabry G., Willems J.L. Prostate cancer among pesticide applicators: a meta-analysis. Int Arch Occup Environ Health 2004, 77:559-570.
37. Walker M.F., Leonardi-Bee J., Bath P., Langhorne P., Dewey M., Corr S., et al. Individual patient data meta-analysis of randomized controlled trials of community occupational therapy for stroke patients. Stroke 2004, 35:2226-2232.
38. Wendel-Vos G.C., Shuit A.J., Feskens E.J., Boshuizen H.C., Verschuren W.M., Saris W.H., et al. Int J Epidemiol 2004, 33:787-798.
39. Buja A., Lange J.H., Perissinotto E., Rausa G., Grigoletto F., Canova C., et al. Cancer incidence among male military and civil pilots and flight attendants: an analysis on published data. Toxicol Ind Health 2005, 21:273-282.
40. Faragher E.B., Cass M., Cooper C.L. The relationship between job satisfaction and health: a meta-analysis. Occup Environ Med 2005, 62:105-112.
41. Gandini S., Sera F., Cattaruzza M.S., Pasquini P., Picconi O., Boyle P., et al. Meta-analysis of risk factors for cutaneous melanoma: II. Sun exposure. Eur J Cancer 2005, 41:45-60.
42. Hayden J.A., van Tulder M.W., Malmivaara A.V., Koes B.W. Meta-analysis: exercise therapy for nonspecific low back pain. Ann Intern Med 2005, 142:755-775.
43. Hoffman H., Hogel J., Speit G. The effect of smoking on DNA effects in the comet assay: a meta-analysis. Mutagenesis 2005, 20:455-466.
44. Nomura K., Nakao M., Morimoto T. Effect of smoking on hearing loss: quality assessment and meta-analysis. Prev Med 2005, 40:138-144.
45. Samad A.K., Taylor R.S., Marshall T., Chapman M.A. A meta-analysis of the association of physical activity with reduced risk of colorectal cancer. Colorectal Dis 2005, 7:204-213.
46. Shah C.P., Weis E., Lajous M., Shields J.A., Shields C.L. Intermittent and chronic ultraviolet light exposure and uveal melanoma: a meta-analysis. Ophthalmology 2005, 112:1599-1607.
47. Takkouche B., Etminan M., Montes-Martinez A. Personal use of hair dyes and risk of cancer: a meta-analysis. JAMA 2005, 293:2516-2525.
48. Valery P.C., Williams G., Sleigh A.C., Holly E.A., Kreiger N., Bain C. Parental occupation and Ewing's sarcoma: pooled and meta-analysis. Int J Cancer 2005, 115:799-806.
49. Waters T., Genaidy A., Deddens J., Barriera-Viruet H. Lower back disorders among forklift operators: an emerging occupational health problem?. Am J Ind Med 2005, 47:333-340.
50. Alexander D.D., Mink P.J., Mandel J.H., Kelsh M.A. A meta-analysis of occupational trichloroethylene exposure and multiple myeloma or leukaemia. Occup Med (Lond) 2006, 56:485-493.
51. Bowling N.A., Beehr T.A. Workplace harassment from the victim's perspective: a theoretical model and meta-analysis. J Appl Psychol 2006, 91:998-1012.
52. Buja A., Mastrangelo G., Perissinotto E., Grigoletto F., Frigo A.C., Rausa G., et al. Cancer incidence among female flight attendants: a meta-analysis of published data. J Womens Health (Larchmnt) 2006, 15:98-105.
53. Clarke S. The relationship between safety climate and safety performance: a meta-analytic review. J Occup Health Psychol 2006, 11:315-327.
54. Lees-Haley P.R., Rohling M.L., Langhinrichsen-Rohling J. A meta-analysis of the neuropsychological effects of occupational exposure to manganese. Clin Neuropsychol 2006, 20:90-107.
55. Mahjub H., Sadri G.H. Meta-analysis of case-referent studies of specific environmental or occupational pollutants on lung cancer. Indian J Cancer 2006, 43:169-173.
56. Marine A., Ruotsalainen J., Serra C., Verbeek J. Preventing occupational stress in healthcare workers. Cochrane Database Syst Rev 2006, 18(4). CD002892.
57. Raimondi S., Paracchini V., Autrup H., Barros-Dias J.M., Benhamon S., Boffetta P., et al. Meta- and pooled analysis of GSTT1 and lung cancer: a HuGE-GSEC review. Am J Epidemiol 2006, 164:1027-1042.
58. Rohling M.L., Demakis G.J. A meta-analysis of the neuropsychological effects of occupational exposure to mercury. Clin Neuropsychol 2006, 20:108-132.
59. Sponsiello-Wang Z., Sanders E., Weitkunat R. Occupational acrylonitrile exposure and lung cancer: a meta-analysis. J Environ Sci Health Carcinog Ecotoxicol Rev 2006, 24:257-284.
60. Tokumaru O., Haruki K., Bacal K., Katagiri T., Yamamoto T., Sakurai Y. Incidence of cancer among female flight attendants: a meta-analysis. J Travel Med 2006, 13:127-132.
61. Valenzuela M.J., Sachdev P. Brain reserve and dementia: a systematic review. Psychol Med 2006, 36:441-454.
62. Van Maele-Fabry G., Libotte V., Willems J., Lison D. Review and meta-analysis of risk estimates for prostate cancer in pesticide manufacturing workers. Cancer Causes Control 2006, 17:353-373.
63. Alexander D.D., Kelsh M.A., Mink P.J., Mandel J.H., Basu R., Weingart M. A meta-analysis of occupational trichloroethylene exposure and liver cancer. Int Arch Occup Environ Health 2007, 81:127-143.
64. Bonzini M., Coggon D., Palmer K.T. Risk of prematurity, low birthweight and pre-eclampsia in relation to working hours and physical activities: a systematic review. Occup Environ Med 2007, 64:228-243.
65. Dujits S.F., Kant I., Swaen G.M., van den Brandt P.A., Zeegers M.P. A meta-analysis of observational studies identifies predictors of sickness absence. J Clin Epidemiol 2007, 60:1105-1115.
66. Hedges D.W., Brown B.L., Shwalb D.A., Godfrey K., Larcher A.M. The efficacy of selective serotonin reuptake inhibitors in adult social anxiety disorder: a meta-analysis of double-blind, placebo-controlled trials. J Psychopharmacol 2007, 21:102-111.
67. Legg L., Drummond A., Leonardi-Bee J., Gladman J.R., Corr S., Donkervoort M., et al. Occupational therapy for patients with problems in personal activities of daily living after stroke: systematic review of randomized trials. BMJ 2007, 335:922.
68. Merhi M., Raynal H., Cahuzac E., Vinson F., Cravedi J.P., Gamet-Payrastre L. Occupational exposure to pesticides and risk of hematopoietic cancers: meta-analysis of case-control studies. Cancer Causes Control 2007, 18:1209-1226.
69. Meyer-Baron M., Schäper M., Knapp G., van Thiel C. Occupational aluminum exposure: evidence in support of its neurobehavioral impact. Neurotoxicology 2007, 28:1068-1078.
70. Ojajarvi A., Partanen T., Ahlbom A., Hakulinen T., Kauppinen T., Weiderpass E., et al. Estimating the relative risk of pancreatic cancer associated with exposure agents in job title data in a hierarchical Bayesian meta-analysis. Scand J Work Environ Health 2007, 33:325-335.
71. Olsen C.M., Bain C.J., Jordan S.J., Nagle C.M., Green A.C., Whiteman D.C., et al. Recreational physical activity and epithelial ovarian cancer: a case-control study, systematic review, and meta-analysis. Cancer Epidemiol Biomarkers Prev 2007, 16:2321-2330.
72. Peter J.V., Chacko B., Moral J.L. Comparison of closed endotracheal suction versus open endotracheal suction in the development of ventilator-associated pneumonia in intensive care patients: an evaluation using meta-analytic techniques. Indian J Med Sci 2007, 61:201-211.
73. Romitti P.A., Herring A.M., Dennis L.K., Wong-Gibbons D.L. Meta-analysis: pesticides and orofacial clefts. Cleft Palate Craniofac J 2007, 44:358-365.
74. Ruotsalainen J.H., Sellman J., Lehto L., Jauhiainen M., Verbeek J.H. Interventions for treating functional dysphonia in adults. Cochrane Database Syst Rev 2007, Jul 18;(3):CD006373.
75. Tuttelmann F., Rajpert-De Meyts E., Nieschlag E., Simoni M. Gene polymorphisms and male infertility-a meta-analysis and literature review. Reprod Biomed Online 2007, 15:643-658.
76. Van Maele-Fabry G., Duhayon S., Lison D. A systematic review of myeloid leukemias and occupational pesticide exposure. Cancer Causes Control 2007, 18:457-478.
77. Amsler F., Blattler W. Compression therapy for occupational leg syndromes and chronic venous disorders-a meta-analysis of randomised controlled trials. Eur J Vasc Endovasc Surg 2008, 35:366-372.
78. Berman D.W., Crump K.S. A meta-analysis of asbestos-related cancer risk that addresses fiber size and mineral type. Crit Rev Toxicol 2008, 38(Suppl 1):49-73.
79. Conway D.I., Petticrew M., Marlborough H., Berthiller J., Hashibe M., MacPherson L.M. Socioeconomic inequalities and oral cancer risk: a systematic review and meta-analysis of case-control studies. Int J Cancer 2008, 122:2811-2819.
80. Diener M.K., Rahbari N.N., Fischer L., Antes G., Buchler M.W., Seiler C.M. Duodenum-preserving pancreatic head resection versus pancreatoduodenectomy for surgical treatment of chronic pancreatitis: a systematic review and meta-analysis. Ann Surg 2008, 247:950-961.
81. Garcia A.M., Sisternas A., Hoyos S.P. Occupational exposure to extremely low frequency electric and magnetic fields and Alzheimer disease: a meta-analysis. Int J Epidemiol 2008, 37:329-340.
82. Jaakkola J.J., Knight T.L. The role of exposure to phthalates from polyvinyl chloride products in the development of asthma and allergies: a systematic review and meta-analysis. Environ Health Perspect 2008, 116:845-853.
83. Lehtola M.M., Rautiainen R.H., Day L.M., Schonstein E., Suutarinen J., Salminen S., et al. Effectiveness of interventions in preventing injuries in agriculture-a systematic review and meta-analysis. Scand J Work Environ Health 2008, 34:327-336.
84. Lehtola M.M., van der Molen H.F., Lapalainen J., Hoonakker P.L., Hsiao H., Hasiam R.A., et al. The effectiveness of interventions for preventing injuries in the construction industry: a systematic review. Am J Prev Med 2008, 35:77-85.
85. Lemstra M., Bennett N.R., Neudorf C., Kunst A., Nannapaneni U., Warren L.M., et al. A meta-analysis of marijuana and alcohol use by socio-economic status in adolescents aged 10-15 years. Can J Public Health 2008, 99:172-177.
86. Meyer-Baron M., Blaszkewicz M., Henke H., Knapp G., Muttray A., Schaper M., et al. The impact of solvent mixtures on neurobehavioral performance: conclusions from epidemiological data. Neurotoxicology 2008, 29:349-360.
87. Peterson K., McDonagh M.S., Fu R. Comparative benefits and harms of competing medications for adults with attention-deficit hyperactivity disorder: a systematic review and indirect comparison meta-analysis. Psychopharmacology (Berl) 2008, 197:1-11.
88. Rautiainen RH, Lehtola MM, Day LM, Schonstein E, Suutarinen J, Salminen S, et al. Interventions for preventing injuries in the agricultural industry. Cochrane Database Syst Rev. 2008 Jan 23;(1):CD006398.
89. Richardson K.M., Rothstein H.R. Effects of occupational stress management intervention programs: a meta-analysis. J Occup Health Psychol 2008, 13:69-93.
90. Ruotsalainen J., Serra C., Marine A., Verbeek J. Systematic review of interventions for reducing occupational stress in health care workers. Scand J Work Environ Health 2008, 34:169-178.
91. Van Maele-Fabry G., Duhayon S., Mertens C., Lison D. Risk of leukaemia among pesticide manufacturing workers: a review and meta-analysis of cohort studies. Environ Res 2008, 106:121-137.
92. Weed D.L., Gorelic L.S. The practice of causal inference in cancer epidemiology. Cancer Epidemiol Biomed Prev 1996, 5:303-311.
93. Wong O., Raabe G.K. Application of meta-analysis in reviewing occupational cohort studies. Occup Environ Med 1996, 53:793-800.
94. McElvenny D.M., Armstrong B.G., Jarup L., Higgins J.P.T. Meta-analysis in occupational epidemiology: a review of practice. Occup Med 2004, 54:336-344.
95. Higgins J.P., Thompson S.G., Deeks J.J., Altman D.G. Measuring inconsistency in meta-analysis. BMJ 2003, 327:557-560.
96. Li C.Y., Sung E.C. A review of the healthy worker effect in occupational epidemiology. Occup Med 1999, 49:225-229.
97. Miettinen O.S., Wong O. An alternative to the proportionate mortality ratio. Am J Epidemiol 1981, 114:144-148.
98. Glass D.C., Gray C.N., Jolley D.J., Gibbons C., Sim M.R., Fritschi L., et al. Leukemia Risk Associated with Low-Level Benzene Exposure. Epidemiology 2003, 14:569-577.
99. Hayes R.B., Yin S.-N., Dosemeci M., Li G.-L., Wacholder S., Travis L.B., et al. Benzene and the Dose-Related Incidence of Hematologic Neoplasms in China. J Natl Cancer Inst 1987, 89:1065-1071.
100. Collins J.J., Ireland B., Buckley C.F., Shepperly D. Lymphohaematopoeitic cancer mortality among workers with benzene exposure. Occup Environ Med 2003, 60. 767-679.
101. Bloemen L.J., Youk A., Bradley T.D., Bodner K.M., Marsh G. Lymphohaematopoietic cancer risk among chemical workers exposed to benzene. Occup Environ Med 2004, 61:270-274.
102. Schnatter A.R., Armstrong T.W., Nicolich M.J., Thompson F.S., Katz A.M., Huebner W.W., et al. Lymphohaematopoietic malignancies and quantitative estimates of exposure to benzene in Canadian petroleum distribution workers. Occup Environ Med 1996, 53:773-781.
103. Wong O. An industry wide mortality study of chemical workers occupationally exposed to benzene. II. Dose response analyses. Br J Indust Med 1987, 44:382-395.
104. Rinsky R.A., Hornung R.W., Silver S.R., Tseng C.Y. Benzene Exposure and Hematopoietic Mortality: A Long-Term Epidemiologic Risk Assessment. Am J Indust Med 2002, 42:474-480.
105. Weed D.L., Hursting S.D. Biologic plausibility in causal inference: current method and practice. Am J Epidemiol 1998, 147:415-425.
106. Guidelines for Carcinogen Risk Assessment. Washington (DC) 2005, U.S. Environmental Protection Agency, EPA/630/P-03/001B.
107. Cogliano V.J., Baan R.A., Straif K., Grosse Y., Secretan M.B., El Ghissassi F., et al. The Science and Practice of Carcinogen Identification and Evaluation. Environ Health Perspect 2004, 112:1269-1274.
108. Veterans and Agent Orange: Update 2006 2007, Institute of Medicine, National Academies Press, Washington (DC).