Lung cancer in railroad workers exposed to diesel exhaust.Diesel exhaust has been suspected to be a lung carcinogen carcinogen: see cancer. carcinogen Agent that can cause cancer. Exposure to one or more carcinogens, including certain chemicals, radiation, and certain viruses, can initiate cancer under conditions not completely understood. . The assessment of this lung cancer lung cancer, cancer that originates in the tissues of the lungs. Lung cancer is the leading cause of cancer death in the United States in both men and women. Like other cancers, lung cancer occurs after repeated insults to the genetic material of the cell. risk has been limited by lack of studies of exposed workers followed for many years. In this study, we assessed lung cancer mortality in 54,973 U.S. railroad workers between 1959 and 1996 (38 years), By 1959, the U.S. railroad industry had largely converted from coal-fired to diesel-powered locomotives This is a list of locomotives (classes, or individual locomotives) that currently have articles in Wikipedia.
The RRB serves U.S. , and ascertained mortality using Railroad Retirement Board, Social Security, and Health Care Financing Administration Health Care Financing Administration, n.pr department in the U.S. agency of Health and Human Services responsible for the oversight of the Medicaid and Medicare benefit programs, including guidelines, payment, and coverage policies. records. Cause of death was obtained from the National Death Index and death certificates. There were 43,593 total deaths including 4,351 lung cancer deaths. Adjusting for a healthy worker survivor effect and age, railroad workers in jobs associated with operating trains had a relative risk of lung cancer mortality of 1.40 (95% confidence interval confidence interval, n a statistical device used to determine the range within which an acceptable datum would fall. Confidence intervals are usually expressed in percentages, typically 95% or 99%. , 1.30-1.51). Lung cancer mortality did not increase with increasing years of work in these jobs. Lung cancer mortality was elevated in jobs associated with work on trains powered by diesel locomotives. Although a contribution from exposure to coal combustion products Coal combustion products (CCPs) are categorized in four groups, each based on physical and chemical forms derived from coal combustion methods and emission controls:
tr.v. en·vi·roned, en·vi·ron·ing, en·vi·rons To encircle; surround. See Synonyms at surround. [Middle English envirounen, from Old French environner Health Perspect 112:1539-1543 (2004). doi:10.1289/ehp.7195 available via http://dx.doi.org/[Online 5 August 2004] ********** Since the 1970s, there has been concern that inhalation inhalation /in·ha·la·tion/ (in?hah-la´shun) 1. the drawing of air or other substances into the lungs.inhala´tional 2. the drawing of an aerosolized drug into the lungs with the breath. 3. of diesel exhaust may cause lung cancer in humans. Diesel exhaust particles are respirable respirable /res·pir·a·ble/ (re-spir´ah-b'l) 1. suitable for respiration. 2. small enough to be inhaled. res·pi·ra·ble adj. 1. Fit for breathing, as air. and contain mutagenic mutagenic inducing genetic mutation. and carcinogenic carcinogenic having a capacity for carcinogenesis. compounds on a carbonaceous car·bo·na·ceous adj. Consisting of, containing, relating to, or yielding carbon. carbonaceous Adjective of, resembling, or containing carbon Adj. 1. core (Schenker 1980). In > 35 studies of workers exposed to freshly generated diesel exhaust, an excess lung cancer risk in the range of 20-50% has been observed (Bhatia et al. 1998; Lipsett and Campleman 1999). However, the nature of the risk between exposure to diesel exhaust and human lung The human lungs are the human organs of respiration. Humans have two lungs, with the left being divided into two lobes and the right into three lobes. Together, the lungs contain approximately 1500 miles (2,400 km) of airways and 300 to 500 million alveoli, having a total cancer is still being debated (Diesel Epidemiology epidemiology, field of medicine concerned with the study of epidemics, outbreaks of disease that affect large numbers of people. Epidemiologists, using sophisticated statistical analyses, field investigations, and complex laboratory techniques, investigate the cause Working Group 2002). Only limited information is available linking job tide to duration and intensity of exposure (Garshick et al. 1987a, 1988; Steenland et al. 1990; Zaebst et al. 1991). Few studies have had occupational histories and follow-up over enough years to assess risk because lung cancer may develop only after many years of exposure and years of latency (1) The time between initiating a request in the computer and receiving the answer. Data latency may refer to the time between a query and the results arriving at the screen or the time between initiating a transaction that modifies one or more databases and its completion. . Exposure to high levels of diesel particles has produced lung cancer in rats but has not consistently produced lung cancer in other rodent rodent, member of the mammalian order Rodentia, characterized by front teeth adapted for gnawing and cheek teeth adapted for chewing. The Rodentia is by far the largest mammalian order; nearly half of all mammal species are rodents. species (Heinrich et al. 1986; Mauderly et al. 1987). However, lung cancer also has been produced in rats exposed to high levels of fine particles Fine particles are an air pollutant mainly produced by cars running on diesel. Other sources are the combustion of fossil fuels in power plants and various industrial processes. devoid de·void adj. Completely lacking; destitute or empty: a novel devoid of wit and inventiveness. [Middle English, past participle of devoiden, of organics (Borm et al. 2004; Nikula et al. 1995). In these studies, particle clearance mechanisms became overloaded o·ver·load tr.v. o·ver·load·ed, o·ver·load·ing, o·ver·loads To load too heavily. n. An excessive load. Adj. 1. , and pulmonary inflammatory changes were noted. These responses have not been associated with lung cancer in humans. Therefore, the U.S. Environmental Protection Agency Environmental Protection Agency (EPA), independent agency of the U.S. government, with headquarters in Washington, D.C. It was established in 1970 to reduce and control air and water pollution, noise pollution, and radiation and to ensure the safe handling and (EPA EPA eicosapentaenoic acid. EPA abbr. eicosapentaenoic acid EPA, n.pr See acid, eicosapentaenoic. EPA, n. ) has described the risk of diesel-exhaust-related lung cancer based on human epidemiologic studies epidemiologic study A study that compares 2 groups of people who are alike except for one factor, such as exposure to a chemical or the presence of a health effect; the investigators try to determine if any factor is associated with the health effect (U.S. EPA 2002). After World War II, there was a rapid transition by U.S. railroads from steam to diesel locomotives. In 1946, 10% of the locomotives in service were diesel powered, but by 1959 the proportion had increased to 95% diesel (U.S. Department of Labor, Bureau of Labor Statistics Bureau of Labor Statistics (BLS) A research agency of the U.S. Department of Labor; it compiles statistics on hours of work, average hourly earnings, employment and unemployment, consumer prices and many other variables. 1972). We previously published a retrospective cohort mortality study of lung cancer among 55,407 railroad workers with 10-20 years of work experience in 1959 who had mortality follow-up through 1980. Occupational exposures to diesel were categorized cat·e·go·rize tr.v. cat·e·go·rized, cat·e·go·riz·ing, cat·e·go·riz·es To put into a category or categories; classify. cat based on an industrial hygiene survey (Woskie et al. 1988a, 1988b). Workers 40-44 years of age, with the greatest likelihood of diesel exposure, had a relative risk (RR) of lung cancer mortality of 1.45 [95% confidence interval (CI), 1.11-1.89] (Garshick et al. 1988). Older workers had a lower lung cancer risk. It was later recognized that the mortality ascertainment was incomplete between 1977 and 1980. Similar results were obtained limiting follow-up through 1976 (Crump crump v. crumped, crump·ing, crumps v.tr. 1. To crush or crunch with the teeth. 2. To strike heavily with a crunching sound. v.intr. 1999; Larkin et al. 2000). Follow-up of this cohort has continued, and in this article we present an assessment of lung cancer mortality risk over a 38-year period (through 1996) with improved mortality information and additional work history data. Materials and Methods Population description. The U.S. Railroad Retirement Board (RRB RRB abbr. Railroad Retirement Board ) has maintained a computerized record of work history since 1959. In 1981, men 40-64 years of age with 10-20 years of railroad service in 1959 were selected for data extraction Data extraction is the act or process of retrieving (binary) data out of (usually unstructured or badly structured) data sources for further data processing or data storage (data migration). . Based on job in 1959, we identified 39 job codes with exposure to diesel exhaust characterized during an industrial hygiene survey (Woskie et al. 1988a, 1988b). We sampled 56,208 workers in these job codes, including a) every third engineer (engineers and firemen), b) every third conductor (conductors, brakemen, and hostlers), c) all shop workers (shop supervisors, machinists, and electricians), and d) a referent ref·er·ent n. A person or thing to which a linguistic expression refers. Noun 1. referent - something referred to; the object of a reference group of less-exposed workers (ticket agents, station agents, and signal maintainers, and every fourth clerk). By design, approximately 75% of the workers in the sample were in diesel-exposed jobs and 25% were in low- or no-exposure jobs. The RRB provided a listing of yearly job code, months of railroad service, and mortality information through 1980. The final analytic cohort included 55,407 white males. We later determined that the job codes of shop workers were not specific to work in areas with locomotive locomotive, vehicle used to pull a train of unpowered railroad cars. Types of Locomotives The steam-powered locomotive played a key role during the development and golden age of railroading, but, despite its long and picturesque history, it has exhaust, so diesel exposures of these job codes could not be specified. In addition, it was possible that some of these workers had previous asbestos exposure in steam engine repair shops. Therefore, we considered shop workers separately from the "exposed group" of conductors and engineers. Other workers with potential asbestos exposure were the hostlers (n = 779 in 1959). These workers may have had exposure while driving locomotives in and out of repair facilities during the steam locomotive era. Analyses were conducted with and without these workers based on job in 1959. Work history and mortality update through 1996. The Brigham and Women's Hospital Brigham and Women's Hospital (BWH) is a hospital in the Longwood Area of the Boston, Massachusetts neighborhood of Mission Hill. With Massachusetts General Hospital, it is one of the two founding members of Partners HealthCare. and Veterans Affairs Veterans Affairs is a term of the business that deals with the relation between a government and its veteran communities, usually administered by the designated government agency. Boston Healthcare System institutional review boards approved the protocol. The RRB provided updated work history information through 1996 for workers meeting the original extraction criteria, and linkage linkage In mechanical engineering, a system of solid, usually metallic, links (bars) connected to two or more other links by pin joints (hinges), sliding joints, or ball-and-socket joints to form a closed chain or a series of closed chains. with the original database was possible for 55,016 subjects (99.2%). Updated mortality information was determined from RRB records, the Social Security Death Master (SSDM SSDM South Sinai Association for Diving and Marine Activities (South Sinai, Egypt) SSDM Soft System Dynamics Methodology SSDM International Symposium on Semiconductor Devices and Materials SSDM Structured System Development Methodology ), and Health Care Financing Administration records. We excluded 43 subjects with < 10 years of railroad service or found to have no job reported on enrollment in 1959, leaving 54,973 subjects. Cause of death determination. For subjects known to have died, cause of death [International Classification of Diseases, 9th Revision (ICD-9); World Health Organization (WHO) 1978] was obtained from a search of the National Death Index (NDI NDI National Death Index, see there ) between 1979 (the first year NDI was available) and 1996. For subjects without a valid match and for all others without specific cause of death, efforts were made to obtain a death certificate. State of death was obtained from the SSDM and from a manual search of RRB records. Underlying cause of death was coded using computer packages from the National Center for Health Statistics National Center for Health Statistics (NCHS) is part of the Centers for Disease Control and Prevention (CDC), which is part of the United States Department of Health and Human Services. NCHS is the United States' principal health statistics agency. (1997a, 1997b, 1997c). A nosologist no·sol·o·gy n. pl. no·sol·o·gies 1. The branch of medicine that deals with the classification of diseases. 2. A classification of diseases. blinded to exposure status coded death certificates not accepted by the program. ICD-8 (8th Revision; WHO 1967) cause of death from the original 1959-1980 database was converted to ICD-9 codes The following is a list of codes for International Statistical Classification of Diseases and Related Health Problems. These codes are in the public domain. Statistical analysis. To evaluate completeness of mortality ascertainment, standardized mortality ratios The standardized mortality ratio or SMR in epidemiology is the ratio of observed deaths to expected deaths according to a specific health outcome in a population and serves as an indirect means of adjusting a rate. (SMRs) were calculated as the ratio of the observed deaths compared with the number of deaths expected based on calendar year and 5-year age-specific mortality rates age-specific mortality rate Epidemiology A mortality rate limited to a particular age group, in which the numerator is the number of deaths in that age group, and the denominator the number of persons in that age group in the population for U.S. white men. Proportional hazard analyses (SAS (1) (SAS Institute Inc., Cary, NC, www.sas.com) A software company that specializes in data warehousing and decision support software based on the SAS System. Founded in 1976, SAS is one of the world's largest privately held software companies. See SAS System. , version 8; SAS Institute SAS Institute Inc., headquartered in Cary, North Carolina, USA, has been a major producer of software since it was founded in 1976 by Anthony Barr, James Goodnight, John Sall and Jane Helwig. , Inc., Cary, NC) assessed lung cancer mortality with calendar month as the time axis. Person-time was calculated from 1 January 1959 to date of death or to 31 December 1996, whichever was earlier. Hazard ratios The hazard ratio in survival analysis is the effect of an explanatory variable on the hazard or risk of an event. For a less technical definition than is provided here, consider hazard ratio to be an estimate of relative risk and see the explanation on that page. (referred to as RRs) and 95% CIs are presented separately for engineers, conductors, and shop worker groups and for the engineer and conductor groups combined compared with unexposed workers based on job code on entry into the study in 1959. Because years of work in a diesel-exposed job were related to age in 1959 (Table 1), we assessed effect modification effect modification Epidemiology An interaction among multiple possible cause-and-effect relationships, where the estimate of the effect of one factor on a disease process depends on other factors in the study using interaction terms with 5-year age groups and exposure-job group in 1959, as in our previous study (Garshick et al. 1988). To account for a healthy worker survivor effect, we included time-varying variables for total years worked and for years off work (usually time after retirement) in survival models. Age was controlled by stratification stratification (Lat.,=made in layers), layered structure formed by the deposition of sedimentary rocks. Changes between strata are interpreted as the result of fluctuations in the intensity and persistence of the depositional agent, e.g. in 1-year categories. First year of work was available for workers starting in 1947 or later and was estimated based on total months of service for those employed before 1947. The association of lung cancer mortality with duration of exposure as a surrogate surrogate n. 1) a person acting on behalf of another or a substitute, including a woman who gives birth to a baby of a mother who is unable to carry the child. 2) a judge in some states (notably New York) responsible only for probates, estates, and adoptions. for cumulative dose was assessed as a time-varying covariate A time-varying covariate is a term used in statistics, particularly in survival analyses. It reflects the phenomenon that a covariate is not necessarily fixed. For instance, if one wishes to examine the link between area of residence and cancer, this would be complicated by the , based on yearly job code and service months, starting in 1959 in the combined engineer and conductor groups, and was grouped in 5-year exposure categories. The classification of exposure after 1959 in jobs for which no industrial hygiene sampling was done (4.6% of yearly job codes) was based on similarities in work locations and duties to the original 39 job codes. Models with 5-, 10-, and 15-year exposure lags were assessed, meaning that exposure in the year of death and in the previous 4, 9, and 14 years, respectively, was not included in the calculation of exposure duration. To assess appropriateness of each exposure lag, we also assessed the association of lung cancer mortality with exposure 5, 10, and 15 years before death. An indicator variable was included to account for work in a shop job code between 1959 and 1996. Results Cohort mortality. There were 43,593 deaths between 1959 and 1996 in the 1,364,382 person-years of follow-up. There were 21,639 deaths in the original analysis period (1959-1980) and 21,954 deaths in the additional follow-up period (1981-1996). Of 2,302 deaths from 1959 to 1980 not identified in the original analysis, 98% occurred between 1977 and 1980, the time period with known incomplete mortality ascertainment. Cause of death was defined for 21,116 (98%) deaths from 1959 to 1980 and for 21,670 (99%) deaths from 1981 to 1996. The major causes were circulatory system circulatory system, group of organs that transport blood and the substances it carries to and from all parts of the body. The circulatory system can be considered as composed of two parts: the systemic circulation, which serves the body as a whole except for the diseases (ICD-9 codes 390-459, n = 21,779, 50%), malignant neoplasms (ICD-9 codes 140-208, n = 10,558, 24%), and respiratory system respiratory system: see respiration. respiratory system Organ system involved in respiration. In humans, the diaphragm and, to a lesser extent, the muscles between the ribs generate a pumping action, moving air in and out of the lungs through a diseases (ICD-9 codes 460-519, n = 3,878, 9%). Lung cancer was identified as the underlying cause in 4,021 deaths and as a contributing cause in 330 deaths (4,351 total lung cancer deaths). The SMR (Specialized Mobile Radio) The communications services used by police, ambulances, taxicabs, trucks and other delivery vehicles. Throughout the U.S., approximately 3,000 independent operators are licensed by the FCC to offer this service, which provides always-on in 1959 was 0.81, consistent with a healthy worker effect (Choi 1992; Li and Sung 1999). Over time, the SMR increased such that by 1967, the yearly SMR had risen to 1.01. Overall, the SMR for all deaths was 1.01, indicating that death ascertainment was effectively complete. Job histories. The distribution of lung cancer deaths and years worked by age and job group is presented in Table 1. Career paths within the railroad industry are stable. Over the entire 38 years of follow-up, only 126 workers transferred into engineer or conductor job codes and 284 workers transferred into shop worker job codes. Of unexposed workers in 1959, 97% remained unexposed through the follow-up period, As expected, younger workers at study entry had greater potential for longer years of work (i.e, exposure) compared with older workers. Total mortality. Total mortality was elevated for exposed workers, defined as working as either engineers or conductors in 1959, compared with unexposed workers (clerks and signal maintainers; RR = 1.17; 95% CI, 1.14-1.20), adjusting for total years worked, time since last worked, and attained age. The RR of mortality due to circulatory system diseases was 1.13 (95% CI, 1.09-1.16); that due to all respiratory system diseases, including chronic obstructive pulmonary disease chronic obstructive pulmonary disease n. Abbr. COPD A chronic lung disease, such as asthma or emphysema, in which breathing becomes slowed or forced. (COPD COPD chronic obstructive pulmonary disease. COPD abbr. chronic obstructive pulmonary disease Chronic obstructive pulmonary disease (COPD) ) and allied conditions (ICD-9 490-496), was 1.31 (95% CI, 1.21-1.42); and that due to COPD and allied conditions alone was 1.41 (95% CI, 1.27-1.55). The RR due to lung cancer was 1.40 (95% CI, 1.30-1.51). We explore the excess risk due to lung cancer in further detail below. Lung cancer mortality. There was some evidence of effect modification of the lung cancer-diesel exposure relationship by age at entry to the study. Defining exposure by job title in 1959, independently engineers and conductors 40-44, 45-49, 50-54, and 55-59 years of age at study entry had elevated lung cancer risks (Table 2). Among workers 60-64 years of age at entry, the risk was elevated only in the conductor group but not statistically significantly. When the exposed groups were combined, the risk was greatest among the youngest workers (40-44) years of age at study entry) but still significantly elevated for all exposed workers < 60 years of age at study entry. The relative risk for shop workers was elevated only in the 55-59 year age group. Lung cancer mortality was inversely in·verse adj. 1. Reversed in order, nature, or effect. 2. Mathematics Of or relating to an inverse or an inverse function. 3. Archaic Turned upside down; inverted. n. 1. related to total years worked (RR = 0.97; 95% CI, 0.96-0.98 per year). Relative risk of dying was greatest within the first year after leaving work (RR = 6.14; 95% CI, 5.27-7.14) and decreased with subsequent years, ranging from 2.98 (95% CI, 2.57-3.45) for 2-5 years, 2.74 (95% CI, 2.31-3.26) for 6-10 years, 2.54 (95% CI, 2.05-3.14) for 11-15 years, 2.39 (95% CI, 1.85-3.10) for 16-20 years, and 2.34 (95% CI, 1.72-3.31) for [greater than or equal to] 21 years off work. There was no significant effect modification of years on or off work based on diesel exposure (data not shown). We assessed the relationship between cumulative years of work as a surrogate for diesel exhaust exposure and lung cancer risk, controlling for attained age, any shop work, total years worked, and time since last worked in models without an exposure lag, and with lags of 5, 10, and 15 years (Table 3). Lung cancer mortality was significantly associated with a diesel exhaust exposed job group regardless of the exposure lag model, but risk did not increase with years of exposure. Restriction of the cohort to subjects who survived beyond the last year worked and stratifying on retirement time gave similar results (results not shown). To assess the significance of exposure in the years before death on lung cancer risk, we included an indicator variable for work in the 5, 10, and 15 years before death in the exposure lag models in Table 3. In the 5 years before death, lung cancer mortality was not significantly elevated compared with unexposed workers (RR = 1.14; 95% CI, 0.85-1.54). RR was 1.26 (95% CI, 1.06-1.50) for exposure within 10 years before death and 1.40 (95% CI, 1.23-1.59) for exposure within 15 years before death. These results suggest that it is appropriate to exclude exposure in the 5 years before death in the assessment of lung cancer mortality. Assuming a 5-year exposure lag before death, lung cancer mortality associated with any exposure after 1959 was 1.40 (95% CI, 1.30-1.51), the same result obtained based on work in an exposed job based on job at entry. We considered the possibility that lung cancer mortality risk varied based on selection of the reference group. Signal maintainers (n = 3,536 based on job at entry; 259 lung cancer deaths) who worked on the track were considered separately from ticket agents, station agents, and clerks, who worked in offices (n = 10,411 based on job at entry; 704 lung cancer deaths), thus defining a non-office-based, blue-collar control group. Regardless of which comparison group was used, similar lung cancer mortality risks were observed. Excluding the hostlers, potentially exposed to asbestos, from analysis did not change the results. Discussion We present a retrospective assessment of lung cancer mortality for 38 years of follow-up in a large cohort of railroad workers, finding elevated risk among engineers, firemen, conductors, and brakemen, job categories identified as diesel exposed. Disregarding exposure in the 5 years before death, the RR for these workers compared with workers without regular work in an exposed job was 1.40 (95% CI, 1.30-1.51). Unlike the original findings of greatest risk in younger workers, lung cancer mortality was elevated to a similar extent regardless of age at entry (in 1959) except in workers 60-64 years of age. Thus, excess risk was not limited to workers with the greatest opportunity for exposure because of their being younger at the start of the diesel era. Finally, there was no evidence of an increased risk with increasing years of work (the exposure surrogate) in a job with exposure to diesel exhaust. Our observation of lung cancer risk is similar to the risk noted by others in the literature. In > 35 studies of workers with occupational exposure to diesel exhaust, excess risk of lung cancer is consistently elevated by 20-50% (reviewed in Bhatia et al. 1998; Lipsett and Campleman 1999). Most occupational studies rely on a single report of job title to define exposure. In this study, job title was available for each year of follow-up, and jobs with exposure to diesel emissions were defined by an industrial hygiene survey. These results are similar to smoking-adjusted RRs attributable to fine particulate par·tic·u·late adj. Of or occurring in the form of fine particles. n. A particulate substance. particulate composed of separate particles. air pollution on lung cancer in prospective population-based cohorts (Dockery et al. 1993; Pope et al. 2002) and risk of lung cancer attributable to vehicle exhausts in urban settings (Nyberg et al. 2000). Effects for cardiovascular and respiratory disease Noun 1. respiratory disease - a disease affecting the respiratory system respiratory disorder, respiratory illness adult respiratory distress syndrome, ARDS, wet lung, white lung - acute lung injury characterized by coughing and rales; inflammation of the mortality are also consistent with observations reported by population-based studies (Dockery et al. 1993; Pope et al. 2002). Although we originally reported that lung cancer risk increased with increasing years of work in diesel-exposed jobs (Garshick et al. 1988), subsequent reanalyses of these data, with adjustment for attained age, indicated decreased risk with more years worked (Crump 1999; Health Effects Institute The Health Effects Institute (HEI) is a non-partisan, non-profit corporation specializing in research on the health effects of air pollution. It is headquartered in Charlestown, Massachusetts, USA. 1999). This inverse (mathematics) inverse - Given a function, f : D -> C, a function g : C -> D is called a left inverse for f if for all d in D, g (f d) = d and a right inverse if, for all c in C, f (g c) = c and an inverse if both conditions hold. association with exposure duration could be explained by a healthy worker survivor effect. Analysis in this updated cohort with longer follow-up also indicates that lung cancer mortality is inversely related to total years worked. The possibility that the healthy worker survivor effect influences the assessment of mortality had not been considered previously. Although methods for controlling for the healthy worker survivor effect have been proposed, it is uncertain whether full adjustment by statistical methods is possible. It was not possible to implement methods suggested by Robins (1987) because there was little change in exposure status, and retirement patterns were stable. Other methods to adjust for healthy worker effects (Arrighi and Hertz-Picciotto 1993, 1994) consider employment status and exposure lag models to exclude recent exposure. With overall employment duration and employment status considered, the relationship between lung cancer risk and years of work in a diesel-exposed job was elevated regardless of exposure duration (Table 3). Restriction of the cohort to subjects who survived beyond the last year worked and stratification on retirement time also gave similar results. We also conducted alternative survival analyses (compared with proportional hazards methodology) employing recently developed techniques in which time to an event is modeled using "first hitting time In the study of stochastic processes in mathematics, a hitting time (or first hit time) is a particular instance of a stopping time, the first time at which a given process "hits" a given subset of the state space. " methodology (Lee and Whitmore 2003; Lee et al. 2004). Using these methods, there was evidence of a healthy worker survivor effect, with an elevated risk of lung cancer mortality among train crews (Lee et al. 2004). Exposures before 1959 and changes in exposure patterns could also modify a relationship between years of work and lung cancer mortality. An expectation of increasing risk with years of exposure implicitly assumes that the exposure intensity is approximately constant across years. Diesel locomotive emissions changed throughout the follow-up period. Explicit exposure data are not available, but the first diesel engines (1940s through 1950s) were said to be "smokier" than later locomotives (Woskie et al. 1988b). Cleaner locomotives were introduced in the early 1960s and the 1980s. Although diesel engines are known to produce mainly fine and ultrafine particles, similar information is not available on coal-fired locomotives. Temporal changes in diesel and other combustion-related emissions might contribute to the lack of an exposure-response relationship based on duration of exposure in the train crews. Because all workers were employed in 1959 and had exposures in the previous 10-20 years, we could not assess whether work exclusively during the diesel or steam locomotive era or with early diesel locomotives differentially influenced mortality. However, in a case-control study case-control study, n an investigation employing an epidemiologic approach in which previously existing incidents of a medical condition are used in lieu of gathering new information from a randomized population. using RRB records to determine deaths in 1981-1982, workers > 65 years at death were exposed mainly to steam engine emissions, and younger workers mainly to diesel engine emissions. In the older group, work in diesel-exposed jobs was not associated with lung cancer mortality, whereas the RR was significantly elevated for the younger group. In the present study, the oldest workers (60-64 years of age at study entry) had the fewest years of work after 1959 and the lowest mortality due to lung cancer. These results suggest that introduction of diesel locomotives significantly contributed to lung cancer mortality in the cohort. Small RRs may be affected by uncontrolled confounding confounding when the effects of two, or more, processes on results cannot be separated, the results are said to be confounded, a cause of bias in disease studies. confounding factor , such as differences in cigarette smoking habits in subjects with and without diesel exposure. In this retrospective cohort, individual data on smoking history are not available. To minimize the possible effect of uncontrolled confounding by smoking, efforts were made to include only workers of similar socioeconomic so·ci·o·ec·o·nom·ic adj. Of or involving both social and economic factors. socioeconomic Adjective of or involving economic and social factors Adj. 1. class, a known correlate of smoking habits (Brackbill et al. 1988; Stellman et al. 1988). Further, estimates were similar when the reference group was restricted to signal maintainers, potentially a more blue-collar unexposed group. Smoking rates vary by birth cohort (Burns et al. 1997). However, all analyses are stratified stratified /strat·i·fied/ (strat´i-fid) formed or arranged in layers. strat·i·fied adj. Arranged in the form of layers or strata. by age; thus, birth cohort is controlled for. In our previous case-control study using RRB records (Garshick et al. 1987a), smoking history was obtained from next of kin The blood relatives entitled by law to inherit the property of a person who dies without leaving a valid will, although the term is sometimes interpreted to include a relationship existing by reason of marriage. Cross-references Descent and Distribution. , and crude and smoking-adjusted effects of exposure were similar. With the distribution of job-specific smoking habits from the case-control study and a survey of 514 white male workers employed by a small railroad in 1982 (Garshick et al. 1987b), we calculated age- and job-specific smoking adjustment factors using Schlesselman and Axelson methods (Axelson and Steenland 1988; Larkin et al. 2000; Schlesselman 1978). These factors, the ratio (diesel exposed: unexposed) of literature-based lung cancer risks weighted by job-specific smoking behavior generally ranged from 1.1 to 1.2 (Larkin et al. 2000). Other investigators have reported similar factors (Blair et al. 1985; Levin lev·in n. Archaic Lightning. [Middle English levene, levin; see leuk- in Indo-European roots.] et al. 1990; Siemiatycki et al. 1988). Dividing the observed RR for lung cancer for the present study by these factors attenuated Attenuated Alive but weakened; an attenuated microorganism can no longer produce disease. Mentioned in: Tuberculin Skin Test attenuated having undergone a process of attenuation. the RR to between 1.17 and 1.27. These estimates are consistent with other literature-based smoking-adjusted risks attributable to diesel exhaust, traffic emissions, and air pollution (Dockery et al. 1993; Nyberg et al. 2000; Pope et al. 2002; Steenland et al. 1990). This indirect method is limited in adjusting for smoking by assuming no interaction between diesel exposure and smoking, but there are insufficient data to assess this possibility. Respiratory disease mortality, including from COPD and allied conditions, was also associated with exposure. The predominant cause of these diseases is cigarette smoking, possibly providing evidence of confounding by smoking in our lung cancer analyses. However, smoking-adjusted cohort studies A cohort study is a form of longitudinal study used in medicine and social science. It is one type of study design. In medicine, it is usually undertaken to obtain evidence to try to refute the existence of a suspected association between cause and disease; failure to refute show that occupational exposures to dusts and fumes fumes odorous gases and other volatile materials; inhalation of irritating fumes causes coughing and, if sufficiently severe, irreversible pulmonary edema. are also associated with chronic respiratory symptoms and airflow obstruction obstruction /ob·struc·tion/ (ob-struk´shun) 1. the act of blocking or clogging. 2. block; occlusion; the state or condition of being clogged.obstruc´tive ob·struc·tion n. (Garshick et al. 1996, 2003; Hnizdo et al. 2002). Studies of workers specifically exposed to diesel exhaust indicate that there is an increase in respiratory symptoms and a reduction in pulmonary function with exposures (U.S. EPA 2002). Controlled studies of human exposures to diesel exhaust and to other fine panicles results in pulmonary inflammatory changes (Ghio et al. 2000; Salvi et al. 1999). Therefore, exposure to diesel exhaust from operating trains may in fact lead to an increased risk of chronic respiratory disease mortality, independent of smoking. Factors other than smoking that might modify the risk of lung cancer seem unlikely to contribute further uncertainty to these results (Alavanja et al. 2001; Henley et al. 2002; Olson et al. 2002). These factors are much less significant than smoking and not expected to be related to exposure. Controlling for the healthy survivor effect by considering the ability to work (years of work) and live into retirement (time off work) in the regression models also may reduce uncontrolled confounding by other lifestyle-related factors and might further address adjustment for smoking behavior. Death certificates were used to identify causes of death. Death certificates may overascertain rather than underascertain primary lung cancer primary lung cancer Oncology Lung cancer arising in lung tissue–eg, trachea, bronchial tree, parenchyma. See Bronchoalveolar carcinoma, Small cell carcinoma, Squamous cell carcinoma. Cf Metastatic lung cancer. (Bauer and Robbins 1972; Goldman et al. 1983; Jimenez et al. 1975; Kircher et al. 1985; Percy et al. 1981; Rosenblatt et al. 1971). This type of misclassification is likely to be random with respect to exposure and would make the effect of exposure harder to detect. Conclusion Lung cancer mortality in workers in diesel-exposed jobs was elevated in this cohort. It is unlikely that this association is explained by uncontrolled confounding. We believe there was no relationship between years of exposure and lung cancer risk because of the healthy worker survivor effect, the lack of information on historical changes in exposure, and the potential contribution of coal combustion products before the transition to diesel. However, these results indicate that the association between diesel exhaust exposure and lung cancer is real. These results along with previous studies of lung cancer and diesel exhaust support current efforts to reduce emissions in both occupational and general environmental settings. Studies designed to provide quantitative exposure estimates are needed to better quantify health risks, including those related to more contemporary diesel engines used in light- and heavy-duty diesel on-road vehicles.
Table 1. Distribution of the cohort by exposure categories, duration of
service, and exposure presented by age (years) at baseline (1959).
40-44 45-49
Characteristic (n = 19,794) (n = 13,874)
1959 job groups
Unexposed 4,911 3,132
Engineers (a) 4,002 2,834
Conductors (b) 7,204 5,074
Shop (c) 3,677 2,834
Lung cancer deaths
Unexposed 292 241
Engineers 328 257
Conductors 556 475
Shop 241 220
Total 1,417 1,193
Years of exposure
1959 to retirement(d)
0 (unexposed) 4,747 3,016
1- <5 984 831
5- < 10 1,082 1,005
10- < 15 1,450 1,727
15- < 20 4,519 4,117
[greater than or equal to 20] 3,219 267
Any shop 3,793 2,911
Duration of employment
Retirement year
Median 1977 1974
IQR 1972-1979 1970-1975
Hire date > 1945 (%) 28.9 22.1
Years of service (mean 32.9 [+ or -] 6.4 30.5 [+ or -] 5.7
[+ or -] SD)
50-54 55-59
Characteristic (n = 9,820) (n = 7,216)
1959 job groups
Unexposed 2,601 1,989
Engineers (a) 1,855 1,394
Conductors (b) 2,898 1,916
Shop (c) 2,466 1,917
Lung cancer deaths
Unexposed 199 138
Engineers 189 113
Conductors 267 173
Shop 182 184
Total 837 608
Years of exposure
1959 to retirement(d)
0 (unexposed) 2,530 1,942
1- <5 689 842
5- < 10 946 1,694
10- < 15 2,670 791
15- < 20 451 6
[greater than or equal to 20] 11 0
Any shop 2,523 1,941
Duration of employment
Retirement year
Median 1971 1966
IQR 1967-1972 1964-1969
Hire date > 1945 (%) 20.5 17.2
Years of service (mean 27.5 [+ or -] 7.8 24.7 [+ or -] 4.0
[+ or -] SD)
60-64 Total
Characteristic (n = 4,269) (n = 54,973)
1959 job groups
Unexposed 1,314 13,947
Engineers (a) 836 10,921
Conductors (b) 971 18,063
Shop (c) 1,148 12,042
Lung cancer deaths
Unexposed 93 963
Engineers 41 928
Conductors 80 1,551
Shop 82 909
Total 296 4,351
Years of exposure
1959 to retirement(d)
0 (unexposed) 1,302 13,537
1- <5 1,115 4,461
5- < 10 647 5,374
10- < 15 47 6,685
15- < 20 0 9,093
[greater than or equal to 20] 0 3,497
Any shop 1,158 12,326
Duration of employment
Retirement year
Median 1962
IQR 1961-1965
Hire date > 1945 (%) 13.5
Years of service (mean 22.0 [+ or -] 3.4
[+ or -] SD)
IQR, interquartile range.
(a) Engineers, firemen. (b) Conductors, brakemen, hostlers.
(c) Shop workers. (d) Years of work in engineer or conductor
group; "any shop" refers to any worker in a shop-worker job
between 1959 and retirement.
Table 2. Interaction of 5-year age group (years) and job title at
study entry in 1959 and RRs of lung cancel mortality 1959-1996 for
engineers, conductors, and shop workers compared to unexposed workers.
40-44 45-49
Unexposed
Cases 292 241
Person-years 148,701 83,949
RR Reference Reference
Engineer
Cases 328 257
Person-years 116,129 72,820
RR (95% CI) 1.59 (1.35-1.86) 1.36 (1.14-1.63)
Conductor
Cases 556 475
Person-years 209,897 130,084
RR (95% CI) 1.43 (1.24-1.65) 1.37 (1.17-1.60)
Shop worker
Cases 241 220
Person-years 109,670 75,286
RR (95% CI) 1.10 (0.93-1.31) 0.99 (0.82-1.18)
Engineers and conductor
groups combined
Cases 884 732
Person-years 326,026 202,903
RR (95% CI) 1.49 (1.30-1.70) 1.37 (1.18-1.58)
50-54 55-59
Unexposed
Cases 199 138
Person-years 58,483 36,992
RR Reference Reference
Engineer
Cases 189 113
Person-years 40,190 25,261
RR (95% CI) 1.51 (1.24-1.84) 1.27 (0.99-1.63)
Conductor
Cases 267 173
Person-years 63,127 34,421
RR (95% CI) 1.32 (1.10-1.58) 1.38 (1.11-1.73)
Shop worker
Cases 182 184
Person-years 56,187 36,902
RR (95% CI) 0.92 (0.75-1.13) 1.31 (1.05-1.63)
Engineers and conductor
groups combined
Cases 456 286
Person-years 103,317 59,682
RR (95% CI) 1.39 (1.18-1.64) 1.34 (1.09-1.64)
60-64
Unexposed
Cases 93
Person-years 20,072
RR Reference
Engineer
Cases 41
Person-years 13,041
RR (95% CI) 0.71 (0.49-1.02)
Conductor
Cases 80
Person-years 14,219
RR (95% CI) 1.24 (0.92-1.67)
Shop worker
Cases 82
Person-years 18,952
RR (95% CI) 0.88 (0.65-1.18)
Engineers and conductor
groups combined
Cases 121
Person-years 27,260
RR (95% CI) 0.99 (0.75-1.30)
Models are adjusted for age, years of employment, and time off work
as time-dependent covariates.
Table 3. RR of lung cancer mortality based on cumulative years of work
in an engineer or conductor job group, adjusting for age and work in
any shop category.
Exposure lag Unexposed 0 to < 5 years
None
Cases 922 334
Person-years 338,088 171,943
RR (95% CI) Reference 1.35 (1.17-1.54)
5 years
Cases 1,008 391
Person-years 480,468 150,143
RR (95% CI) Reference 1.41 (1.24-1.61)
10 years
Cases 1,211 449
Person-years 613,828 127,484
RR (95% CI) Reference 1.49 (1.31-1.69)
15 years
Cases 1,532 456
Person-years 733,767 105,240
RR (95% CI) Reference 1.31 (1.15-1.49)
Exposure lag 5 to < 10 years 10 to < 15 years
None
Cases 468 665
Person-years 172,565 158,565
RR (95% CI) 1.43 (1.26-1.60) 1.58 (1.42-1.75)
5 years
Cases 484 618
Person-years 145,607 126,189
RR (95% CI) 1.39 (1.23-1.56) 1.51 (1.35-1.68)
10 years
Cases 479 587
Person-years 119,723 96,675
RR (95% CI) 1.27 (1.12-1.44) 1.50 (1.33-1.68)
15 years
Cases 511 499
Person-years 95,345 70,145
RR (95% CI) 1.30 (1.15-1.47) 1.38 (1.22-1.57)
[greater than or
Exposure lag 15 to < 20 years equal to] 20 years
None
Cases 782 241
Person-years 166,085 52,493
RR (95% CI) 1.30 (1.17-1.44) 1.24 (1.05-1.45)
5 years
Cases 707 204
Person-years 121,884 35,448
RR (95% CI) 1.33 (1.19-1.49) 1.31 (1.10-1.56)
10 years
Cases 544 142
Person-years 82,041 19,986
RR (95% CI) 1.29 (1.14-1.46) 1.50 (1.22-1.85)
15 years
Cases 360 54
Person-years 48,102 7,141
RR (95% CI) 1.34 (1.15-1.58) 1.40 (1.02-1.92)
Models are adjusted for age, years of employment, and time off work
as time-dependent covariates. In the exposure lag models, work in
an engineer or conductor job group 5, 10, and 15 years before death
is not included as exposure.
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U.S. Department of Labor, Bureau of Labor Statistics. 1972. Railroad Technology and Manpower in the 1970's. Bulletin 1717. Washington, DC: U.S. Government Printing Office. U.S. EPA. 2002. Health Assessment Document for Diesel Engine Exhaust. Washington, DC: U.S. Environmental Protection Agency. WHO. 1967. International Classification of Disease, 8th Revision. Geneva Geneva, canton and city, Switzerland Geneva (jənē`və), Fr. Genève, canton (1990 pop. 373,019), 109 sq mi (282 sq km), SW Switzerland, surrounding the southwest tip of the Lake of Geneva. : World Health Organization. WHO. 1978. International Classification of Disease, 9th Revision. Geneva: World Health Organization. Woskie SR, Smith TJ, Hammond SK, Schenker MB, Garshick E, Speizer FE. 1988a. Estimation of the diesel exhaust exposures of railroad workers: I. Current exposures. Am J Ind Med 13(3):381-394. Woskie SR, Smith TJ, Hammond SK, Schenker MB, Garshick E, Speizer FE. 1988b. Estimation of the diesel exhaust exposures of railroad workers: II. National end historical exposures. Am J Ind Med 13(3):395-404. Zaebst DD, Clapp DE, Blade LM, Marlow DA, Steenland K, Hornung RW, et al. 1991. Quantitative determination of trucking industry workers' exposures to diesel exhaust particles. Am Ind Hyg Assoc J 52(12):529-541. Eric Garshick, (1,2) Francine Laden, (2,3) Jaime E. Hart, (2,3) Bernard Rosner, (2) Thomas J. Smith Thomas James Smith, known as Tom "Bear River" Smith (June 12th, 1830-1870), was a town marshal of Old West cattle town Abilene, Kansas, who was killed and decapitated on November 2nd, 1870. Early life Little is known of Smith's youth. , (3) Douglas W. Dockery, (2,3) and Frank E. Speizer (2,3) (1) Pulmonary and Critical Care Medicine Section, Medical Service, Veterans Affairs Boston Healthcare System, Boston, Massachusetts “Boston” redirects here. For other uses, see Boston (disambiguation). Boston is the capital and most populous city of Massachusetts.[3] The largest city in New England, Boston is considered the unofficial economic and cultural center of the entire New , USA; (2) Channing Laboratory, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School Harvard Medical School (HMS) is one of the graduate schools of Harvard University. It is a prestigious American medical school located in the Longwood Medical Area of the Mission Hill neighborhood of Boston, Massachusetts. , Boston, Massachusetts, USA; (3) Exposure, Epidemiology and Risk Program, Department of Environmental Health, Harvard School of Public Health The Harvard School of Public Health is (colloquially, HSPH) is one of the professional graduate schools of Harvard University. Located in Longwood Area of the Boston, Massachusetts neighborhood of Mission Hill, next to Harvard Medical School and Cambridge, Massachusetts, , Boston, Massachusetts, USA Address correspondence to E. Garshick, Pulmonary and Critical Care Medicine Section, 1400 VFW See Video for Windows. Parkway, West Roxbury, MA 02132 USA. Telephone: (617) 323-7700 ext. 5536. Fax: (617) 363-5670. E-mail: eric.garshick@med.va.gov We thank M. Jacobson Canner and H. Guan guan: see curassow. for programming assistance; E. Larkin and S. Campbell for data management; L. Stayner, National Institute for Occupational Safety and Health National Institute for Occupational Safety and Health, n.pr an institute of the Centers for Disease Control and Prevention that is responsible for assuring safe and healthful working conditions and for developing standards of safety and health. (NIOSH NIOSH National Institute for Occupational Safety & Health, see there NIOSH Recommendations for Safety & Health Standards Agent NIOSH REL*/OSHA PEL† Health effects ), for state of death from Social Security records; D. Gagnon for analysis suggestions; and the Railroad Retirement Board, particularly E. Binkus and A. Alden. This work was supported by NIOSH grant CCR 1. CCR - condition code register. 2. CCR - (Database) concurrency control and recovery. 115818 and National Cancer Institute grant CA79725. The authors declare they have no competing financial interests. Received 20 April 2004; accepted 5 August 2004. |
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