Context Arsenic has been documented as a lung carcinogen in humans in only a
few follow-up studies, which were limited by a small number of cases or the
lack of information on cigarette smoking.
Objectives To elucidate the dose-response relationship between ingested arsenic
and lung cancer and to assess the effect of cigarette smoking on the arsenic–lung
cancer association.
Design, Setting, and Participants A total of 2503 residents in southwestern and 8088 in northeastern arseniasis-endemic
areas in Taiwan were followed up for an average period of 8 years. Information
on arsenic exposure, cigarette smoking, and other risk factors was collected
at enrollment through standardized questionnaire interview.
Main Outcome Measures The incidence of lung cancer was ascertained through linkage with national
cancer registry profiles in Taiwan (January 1985-December 2000). The joint
effect of arsenic and cigarette smoking was estimated by both etiologic fraction
and synergy index.
Results There were 139 newly diagnosed lung cancer cases during a follow-up
period of 83 783 person-years. After adjustment for cigarette smoking
and other risk factors, there was a monotonic trend of lung cancer risk by
arsenic level in drinking water of less than 10 to 700 μg/L or more (P<.001). The relative risk was 3.29 (95% confidence
interval, 1.60-6.78) for the highest arsenic level compared with the lowest.
The etiologic fraction of lung cancer attributable to the joint exposure of
ingested arsenic and cigarette smoking ranged from 32% to 55%. The synergy
indices ranged from 1.62 to 2.52, indicating a synergistic effect of ingested
arsenic and cigarette smoking on lung cancer.
Conclusions There was a significant dose-response trend of ingested arsenic on lung
cancer risk, which was more prominent among cigarette smokers. The risk assessment
of lung cancer induced by ingested arsenic should take cigarette smoking into
consideration.
Arsenic is a naturally occurring element in soil. Medicinal use of arsenic
for the treatment of leukemia and psoriasis, occupational exposure via inhalation,
and drinking arsenic-contaminated water are important sources of arsenic exposure.
The International Agency for Research on Cancer1 documented
that inorganic arsenic compounds are skin and lung carcinogens in humans.
Recent epidemiologic studies2 have shown that
arsenic exposure via drinking water was associated with an increased risk
of lung cancer.
Residents of the southwestern and northeastern coasts of Taiwan had
been drinking well water contaminated with a high concentration of arsenic
before the establishment of the public tap water system.3,4 They
were found to have an increased risk of cancers, including lung cancer.2 Our previous study2 followed
up residents of the southwestern coast for 7 years and found a significant
dose-response relationship between cumulative arsenic exposure and risk of
lung cancer (relative risk [RR], 4.01; 95% confidence interval [CI], 1.00-16.12;
for the highest level of arsenic exposure [≥20 mg/L per year]) compared
with unexposed residents. However, there were only 27 lung cancer cases identified;
hence, the arsenic-exposed residents could only be divided into 3 groups.
Cigarette smoking has been found to be a major cause of lung cancer
during the past 50 years, and it was estimated that quitting cigarette smoking
may prevent more than 90% of lung cancers.5 A
meta-analysis6 of studies on occupational arsenic
exposure via inhalation found a synergistic effect of cigarette smoking and
arsenic on lung cancer, and 30% to 54% of lung cancer cases were attributable
to both exposures. A population-based case-control study reported an odds
ratio (OR) of 32.0 (95% CI, 7.2-198.0) for cigarette smokers who had an ingested
arsenic exposure level of 200 μg/L or higher compared with nonsmokers exposed
to an arsenic level of less than 49 μg/L.2 The
OR was much higher than that for cigarette smoking alone (OR, 6.1; 95% CI,
1.3-39.2; for cigarette smokers compared with nonsmokers) and elevated arsenic
exposure alone (OR, 8.0; 95% CI, 1.7-52.3; for arsenic exposure of ≥200 μg/L
compared with <49 μg/L).
This study combined 2 study cohorts recruited from southwestern and
northeastern Taiwan with 10 591 residents who had been followed up for
an average of 8 years in an effort to elucidate the dose-response relationship
between ingested arsenic exposure and lung cancer risk. The larger number
of study participants, longer period of follow-up with more incident lung
cancer cases, and wider range of arsenic exposure levels provided us with
a unique opportunity to further investigate the modifying effect of cigarette
smoking on the association between ingested arsenic and lung cancer.
A total of 2503 residents in southwestern and 8088 in northeastern arseniasis-endemic
areas of Taiwan were followed up for an average period of 8 years. Information
on arsenic exposure, cigarette smoking, and other risk factors was collected
at enrollment through standardized questionnaire interview, whereas the incident
lung cancer cases were identified through linkage with a national cancer registry
in Taiwan. The joint effect of arsenic and cigarette smoking was estimated
by both etiologic fraction and synergy index. All participants provided oral
or written informed consent to participate in this study, and the data collection
procedures were reviewed and approved by the institutional review board of
the College of Public Health, National Taiwan University, Taipei.
This study recruited study participants from 2 arseniasis-endemic areas
in Taiwan: one included the 4 townships of Peimen, Hsuehchia, Putai, and Ichu
on the southwestern coast, and the other included the 4 townships of Tungshan,
Chuangwei, Chiaohsi, and Wuchieh in the northeastern Lanyang Basin.3,4 Residents in the southwestern endemic
area had consumed artesian well water (100-300 m in depth) because of the
high salinity of shallow well water (6-8 m in depth) for more than 50 years
before the implementation of the tap water supply system in the early 1960s.7 The estimated amount of ingested arsenic mainly from
drinking water was as high as 1 mg/d in this area.8 Residents
in the northeastern endemic area had consumed water from shallow wells (<40
m in depth) since the late 1940s through the early 1990s, when the tap water
system was implemented. Arsenic levels in well water in the northeastern Lanyang
Basin ranged from less than 0.15 μg/L (undetectable) to more than 3000 μg/L.4
Southwestern Cohort. Participants in 2 studies
conducted in the arseniasis-endemic area of southwestern Taiwan were followed
up in the current study, and a detailed description of the recruitment procedure
for both studies has been reported previously.2,9 The
first study included 257 patients with blackfoot disease (a unique peripheral
arterial disease characterized by systemic atherosclerosis and dry gangrene
of extremities in arseniasis-endemic areas) and 753 healthy community controls
matched for age, sex, and residential townships. The second study included
1571 residents in 3 villages of Putai Township, including Homei, Fuhsin, and
Hsinming, where the prevalence of blackfoot disease was the highest. Among
these 2581 residents, 25 participated in both studies, and since national
identification numbers were used for linkage with the national cancer registry
profiles, the 53 (42 incomplete and 11 missing) without these numbers were
also excluded from the analyses, resulting in 2503 study participants for
the southwestern cohort.
Northeastern Cohort. The enrollment of study
participants from the northeastern arseniasis-endemic area has been described
in detail elsewhere.4 Briefly, a total of 8102
residents from 4586 households of 18 villages participated in the baseline
home interview from 1991 to 1994. The national identification numbers were
missing for 14 participants; therefore, 8088 study participants remained in
the northeastern cohort.
Southwestern Cohort. A structured questionnaire
was developed to obtain detailed information on sociodemographic characteristics,
residential and occupational history, history of drinking well water, and
cigarette smoking and alcohol consumption by 2 well-trained public health
nurses. For every study participant, both residential history and duration
of drinking artesian well water were used to derive the cumulative arsenic
exposure. Since only a few wells were in the same village, those who lived
in each village shared these wells. Therefore, the median arsenic level of
well water in a specific village tested in the early 1960s10 was
used as the arsenic concentration. Migration from one village to another also
occurred, and the arsenic concentration in well water from different villages
varied; thus, lifetime cumulative exposure was the best method of estimation,
because it took into account not only arsenic concentration in well water,
but also duration of drinking water. The lifetime cumulative arsenic exposure
was obtained by multiplying the median arsenic concentration in 1 specific
village by the duration of consuming artesian well water in that village and
summing the values across the entire period when residing in the arseniasis-endemic
area. Because residents in the northeastern cohort had their own well, from
which they had drunk water for more than 50 years, the arsenic exposure could
be estimated by direct testing of their well water.4 To
be compatible with this, we decided to use average arsenic concentration as
a measurement of arsenic exposure, and this was calculated by dividing the
lifetime cumulative arsenic exposure by the total years of drinking artesian
well water. Arsenic exposures were available only for those who have complete
information on arsenic exposure throughout their lifetime. If the median level
of arsenic concentration was unknown for any village where a given study participant
lived, the arsenic exposures of the study participant were classified as unknown,
resulting in 775 study participants with unknown arsenic exposures.
Northeastern Cohort. Four well-trained local
public health nurses conducted personal interviews with the same questionnaire
developed for the southwestern cohort. There were a total of 3216 water samples
(82.4%) collected from individual wells of 3901 households during the home
interview. Because the wells of 685 households were no longer existent, the
arsenic exposure of 1198 residents was classified as unknown.4
For both study areas, we used a similar water sampling technique, and
although the analysis methods differed (Natelson method11 for
southwestern cohort and Hydride Generation Atomic Absorption Spectrophotometer
method2 for northeastern cohort), it was found
that the results were highly correlated.12 The
detection limits were 30 and 0.15 μg/L for the southwestern and northeastern
cohorts, respectively.2,9 Among
1973 study participants with unknown arsenic exposure, 42% were men, with
a mean age of 57.6 years; this was compatible with those who had arsenic exposure
information.
Identification of Lung Cancer Cases
Each participant’s unique national identification number was used
to link with the computerized national cancer registry profiles in Taiwan
to identify newly diagnosed lung cancer cases between January 1, 1985, and
December 31, 2000. The cancer registry system was implemented in 1978 in Taiwan
and was considered a nationwide cancer registry system with updated, accurate,
and complete information.
Follow-up person-years for each participant were calculated from the
date of questionnaire interview to the date of cancer diagnosis, death, or
December 31, 2000, whichever came first. Average arsenic concentration was
arbitrarily divided into less than 10, 10 through 99.9, 100 through 299.9,
300 through 699.9, and 700 μg/L or higher so that there were enough lung
cancer cases in each category. Measurements of cigarette smoking included
smoking status (never, current, or past), numbers of cigarettes smoked per
day, total years of cigarettes smoked, and cumulative exposure of cigarette
smoking (pack-years). We defined past smokers as those who quit smoking at
recruitment and current smokers as those who were still smoking at interview.
The RRs and 95% CIs were estimated by Cox proportional hazards regression
models. The adjustment variables in the final model included age (continuous),
sex, years of schooling (0, 1-6, or >6 years), study cohort (blackfoot disease
cases and matched controls of the southwestern coast, residents in arseniasis-hyperendemic
villages of the southwestern coast, and residents of Lanyang Basin on the
northeastern coast), cigarette smoking status (never, past, or current), and
habitual alcohol consumption (no or yes). All analyses were performed with
Stata statistical software (version 7.0, Stata Corp, College Station, Tex).
The joint effect of arsenic and cigarette smoke was estimated by 2 indices
of synergism. The first index was the etiologic fraction, which indicated
the percentage of cases with both exposures that was due to the synergism13 ([RR11 – RR01 –
RR10 + RR00]/RR11). The range of departure
from additivity was estimated from the 95% CI of the etiologic fraction based
on the methods described by Walker.13 The second
index was the synergy index, which was the ratio between the observed excess
risk in those with exposures to 2 risk factors (RR11 – 1)
and the excess risk predicted under simple additivity (the sum of 2 excess
risks with only exposure to 1 risk factor, ie, [RR10 − 1]
+ [RR01 − 1]).14 A synergy
index greater than 1 indicated the synergistic effect of 2 risk factors on
a disease.
A total of 83 783 person-years were observed during the follow-up
period from January 1, 1985, to December 31, 2000. There were 139 newly developed
lung cancers, yielding an incidence of 165.9 per 100 000 person-years. Table 1 compares the average arsenic exposure
level, age at recruitment, sex, years of schooling, cigarette smoking and
alcohol consumption status at enrollment, and follow-up years among the 3
groups of study participants in the 2 cohorts. The average arsenic exposure
level was highest among residents who lived in arseniasis-hyperendemic southwestern
villages and lowest among those who lived in the northeastern endemic area.
Most of the southwestern cohort consumed an average arsenic level greater
than 100 μg/L, and most of the northeastern cohort consumed an average
arsenic level less than 100 μg/L. The mean age at recruitment was lowest
among residents in arseniasis-hyperendemic villages, and the sex distribution
was similar in the 3 groups. Residents in the northeastern cohort reported
the highest percentage of cigarette smoking and alcohol consumption. The average
follow-up years were similar in the 2 study groups of the southwestern cohort
(11 years) and shorter in the northeastern cohort (7 years).
Table 2 gives the numbers of person-years
of follow-up and lung cancer cases by age at recruitment, sex, years of schooling,
habitual alcohol consumption, and cigarette smoking. Since the RRs associated
with various risk factors were similar in the different study cohorts, only
pooled data are given in Table 2. Older
age, male sex, and habitual alcohol consumption were associated with an increased
risk of lung cancer, whereas years of schooling was not. Compared with nonsmokers,
those who smoked cigarettes at recruitment had an increased risk of lung cancer
(RR, 4.19; 95% CI, 2.28-7.70). Significant dose-response trends were observed
for the duration (years), quantity (cigarettes smoked per day), and cumulative
exposure (pack-years) of cigarette smoking, showing a 5-fold risk for the
highest exposure group. A significant dose-response trend (P<.001) associated with increasing levels of arsenic exposure and
risk of lung cancer was found with only age and sex adjustment.
Past and current smokers had a 4-fold risk of lung cancer compared with
nonsmokers after adjustment for other risk factors, including ingested arsenic
exposure (Table 3). Similarly, after
adjustment for other risk factors, including cigarette smoking, a significant
dose-response trend was found for arsenic exposure (P<.001).
The RR associated with the highest arsenic level (≥700 μg/L) was 3.29
(95% CI, 1.60-6.78) after adjusting for age, sex, cigarette smoking status
at recruitment, years of schooling, habitual alcohol consumption, and the
cohort where they were originally recruited.
Among nonsmokers, those who were exposed to the highest arsenic level
(≥700 μg/L) had an RR of lung cancer around 2-fold (RR, 2.21; 95% CI,
0.71-6.86) when compared with those with the lowest level (<10 μg/L)
(Figure). Among participants with the
lowest arsenic level, those who had the highest cumulative cigarette smoking
exposure had a 4-fold risk of lung cancer (RR, 3.80; 95% CI, 1.29-11.2) compared
with nonsmokers. When compared with nonsmokers with an arsenic exposure level
less than 10 μg/L, those who consumed well water with an arsenic level
of 700 μg/L or more and smoked for more than 25 pack-years had a more than
11-fold risk of lung cancer (RR, 11.1; 95% CI, 3.32-37.2). Similar results
were found when duration and quantity of cigarette smoking were used as indicators
of cigarette smoking (data not shown). In addition, the etiologic fractions
of lung cancer due to joint effect of cigarette smoking and ingested arsenic
ranged from 0.32 to 0.55. In other words, 32% to 55% of lung cancer cases
were attributable to both arsenic exposure and cigarette smoking. Furthermore,
all synergy indices were greater than 1 (range, 1.62-2.52), indicating the
existence of synergism in an additive way (Table
4). However, the multiplicative interaction was not statistically
significant (data not shown).
The association between ingested arsenic and lung cancer mortality was
first reported through both ecologic correlation studies5,7 and
a case-control study2 conducted in the southwestern
arseniasis-endemic area of Taiwan. The only follow-up study was based on the
southwestern cohort of the current study with a 7-year follow-up period and
27 lung cancer cases. A 4-fold risk (95% CI, 1.00-16.12) was found for the
highest cumulative arsenic exposure (≥20 mg/L per year) compared with the
unexposed.2 In this study with a longer follow-up
period and more lung cancer cases, we confirmed the elevated risk of lung
cancer associated with arsenic exposure. In addition, we found a significant
dose-response relationship in finer categories of arsenic exposure from less
than 10 to 700 μg/L or more. Similar results were found in a hospital-based
case-control study (OR, 8.9; 95% CI, 4.0-19.6; for an average arsenic concentration
of 200-400 μg/L compared with <10 μg/L).10
The lung cancer risk among those with the highest exposures to cigarette
smoking and arsenic could be as high as 11-fold when compared with nonsmokers
with the lowest arsenic exposure. Approximately 32% to 55% of lung cancer
cases were estimated to be attributable to the combined effect of cigarette
smoking and ingested arsenic, depending on the levels of both exposures. The
synergy indices ranged from 1.62 to 2.52, which were all above 1, indicating
a synergistic effect under an additive scale. This finding was consistent
with a meta-analysis6 of occupational arsenic
exposure via inhalation and cigarette smoking, with 30% to 50% of lung cancer
cases attributable to both exposures. Other studies2 also
provided evidence of synergism between ingested arsenic and smoking but did
not quantify the etiologic fraction.
Because lung cancer is a rare disease, we followed up all study participants
to increase statistical power to detect a significant association at minimal
exposure levels. Because most northeastern residents were at lower arsenic
exposure levels and southwestern residents were at higher levels, we were
able to stratify arsenic exposures into finer categories. The detection limits
for arsenic analysis methods were also different in the 2 study areas (30
μg/L for the southwestern cohort and <0.15 μg/L for the northeastern
cohort), but the arsenic concentration ranged from 350 to 1140 μg/L in
the southwestern study area and less than 0.15 to 3590 μg/L in the northeastern
study area. The misclassification of exposure due to detection limits should
be minimal. In addition, the 3 study groups were compatible in their occupations,
ethnic backgrounds, lifestyles, and dietary patterns. Although there were
differences in age, cigarette smoking, habitual alcohol consumption, and years
of schooling, these factors were adjusted in the regression analyses. To avoid
any residual confounding of unknown factors among groups, a variable of study
group was included in the analyses. A great effort was made to control for
potential confounding factors, such as age, sex, education levels, and habitual
alcohol consumption and status of cigarette smoking by adding them to the
model. Since the arsenic exposure was estimated not only by water concentration
but also by the duration of living in one specific village, the potential
effects of immigration and emigration should be minimal. All lung cancer cases
were pathologically confirmed, and the cancer registration rate was estimated
to be as high as 98% during 1996 to 1999. Even if we might miss some cancer
cases in earlier follow-up years, there was no reason to believe that the
few missing cases would relate to the arsenic exposure and cigarette smoking
in a selective way. Furthermore, the distribution of histologic types of lung
cancers were similar to those of the whole country, with squamous cell carcinomas
(45%) as the most common and adenocarcinomas (22%) the next most common.
The arsenic exposure was unknown for 31% of study participants in the
southwestern cohort and 15% in the northeastern cohort. Because all these
study participants were exposed to arsenic to some extent, their RR of developing
lung cancer lay between the lowest and highest exposure levels. The exclusion
of this group from the analyses did not alter the study outcome, and they
were not included in analyses of dose-response trend and effect modification.
For the southwestern cohort, most residents started drinking artesian
well water in the 1910s, and the tap water system was first introduced in
the 1960s.2 Most residents in Lanyang Basin
had been drinking water from shallow wells since the 1940s, and the tap water
system was not implemented in this area until the late 1990s.4 Although
the arsenic concentration in well water might change over time, it was reported
that after rechecking the same well water 2 years after the survey, the concentrations
were stable in the endemic areas.15 However,
there was no information on the long-term stability of arsenic concentration
in the well water. In addition, the measurement of arsenic exposure was based
on only 1 large-scale survey in the southwestern and northeastern endemic
areas, so there might be some misclassification of arsenic exposure. Nevertheless,
this misclassification was considered nondifferential, and the observed associations
between lung cancer and ingested arsenic could be underestimated. The information
on cigarette smoking was obtained only once at recruitment, and it was possible
that some of the study participants might have changed their smoking status,
which would lead to underestimation of lung cancer risk associated with cigarette
smoking.
In this analysis, we confirm our earlier finding of an increased risk
of lung cancer associated with increasing levels of arsenic exposure via drinking
water. In addition, we found a significant dose-response trend in the finer
categories. Although this study is an extension of the previous findings,
the results are relevant and of general medical interest. Furthermore, this
effect was found to be stronger among those who smoked cigarettes, and the
risk could be as high as more than 10-fold.
Our study provides evidence of a synergistic relationship between cigarette
smoking and ingested arsenic on the risk of lung cancer. The reductions in
cigarette smoking would likely reduce the lung cancer risk accompanied by
exposure to arsenic, and similarly, reductions in arsenic exposure would reduce
the lung cancer risk among cigarette smokers. Appropriate public health interventions,
such as cigarette smoking cessation programs and reduction in arsenic concentration
of drinking water, are warranted. Furthermore, it is essential to take cigarette
smoking into consideration in the risk assessment and the determination of
the maximal contamination level of arsenic in drinking water.
Corresponding Author: Chien-Jen Chen, ScD,
College of Public Health, National Taiwan University, 1 Jen-Ai Rd, Section
1, Taipei 10018, Taiwan (cjchen@ha.mc.ntu.edu.tw).
Author Contributions: Dr C.-J. Chen had full
access to all of the data in the study and takes responsibility for the integrity
of the data and the accuracy of the data analysis.
Study concept and design: C.-L. Chen, Chiou,
Hsueh, C.-J. Chen.
Acquisition of data: C.-L. Chen, Hsu, Hsueh,
S.-Y. Chen, Wu, C.-J. Chen.
Analysis and interpretation of data: C.-L.
Chen, S.-Y. Chen, Wu, C.-J. Chen.
Drafting of the manuscript: C.-L. Chen.
Critical revision of the manuscript for important
intellectual content: C.-L. Chen, Hsu, Chiou, Hsueh, S..-Y. Chen, Wu,
C.-J. Chen.
Statistical analysis: C.-L. Chen, Hsu, S.-Y.
Chen, Wu.
Obtained funding: C.-J. Chen.
Administrative, technical, or material support:
Chiou, Hsueh, C.-J. Chen.
Study supervision: Hsueh, C.-J. Chen.
The Blackfoot Disease Study Group: Graduate
Institute of Epidemiology, College of Public Health (Chien-Jen Chen, ScD,
Chi-Ling Chen, PhD, Lin-I Hsu, PhD, Wei-Liang Shih, MS, Yi-Hsiang Hsu, MS,
Chia-Yen Chen, BS, Yu-Chin Cheng, BS, and Li-Hua Wang, BS) and Graduate Institute
of Medical Technology, College of Medicine (Cheng-Yeh Lee, MS), National Taiwan
University, Taipei; School of Public Health, Taipei Medical University, Taipei,
Taiwan (Hung-Yi Chiou, PhD, Yu-Mei Hsueh, PhD, Meei-Maan Wu, PhD, Iuan-Horng
Wang, MS, Yu-Chun Lin, MS); Division of Biostatistics and Bioinformatics,
National Health Research Institute, Taipei, Taiwan (Shu-Yuan Chen, PhD); Division
of Environmental Health and Occupational Medicine, National Health Research
Institute, Kaohsiung, Taiwan (Wei-Lin Chou, MS); Department of Cardiology,
Cardinal Tien Hospital, Fu-Jen Catholic University, Taipei, Taiwan (Chih-Hao
Wang, MD, PhD); Department of Dermatology, National Taiwan University Hospital,
Taipei (Mei-Ping Tseng, MS).
Funding/Support: This study was supported by
grants NSC 83-0412-B002-231, NSC 91-2320-B002-075, NSC 92-2320-B002-136, and
NSC 92-2320-B002-135 from the National Science Council and DOH85-HR-503PL
from Department of Health, Executive Yuan, Taiwan.
Role of the Sponsors: The National Science
Council and Department of Health, Executive Yuan, Taiwan, were not involved
in the design and conduct of the study, in the collection, management, analysis,
and interpretation of the data, or in the preparation, review, or approval
of the manuscript.
1.International Agency for Research on Cancer. IARC Monographs on the Evaluation of the Carcinogenic
Risk of Chemicals to Man: Some Metals and Metalloid Compounds, Volume 23. Lyon, France: International Agency for Research on Cancer; 1980:139-141
2.Inter-Organization Programme for the Sound Management of Chemicals,
World Health Organization. Arsenic and Arsenic Compounds. 2nd ed. Geneva, Switzerland: Inter-Organization Programme for the
Sound Management of Chemicals, World Health Organization; 2001
3.Tseng WP, Chen WY, Sung JL, Chen JS. A clinical study of blackfoot disease in Taiwan: an endemic peripheral
vascular disease. In: Memoirs, College of Medicine, National Taiwan
University, Volume 7. Taipei: National Taiwan University College of
Medicine; 1961:1-18
4.Chiou HY, Huang WI, Su CL.
et al. Dose-response relationship between prevalence of cerebrovascular disease
and ingested inorganic arsenic.
Stroke. 1997;28:1717-17239303014
Google ScholarCrossref 6.Hertz-Picciotto I, Smith AH, Holtzman D, Lipsett M, Alexeeff G. Synergism between occupational arsenic exposure and smoking in the
induction of lung cancer.
Epidemiology. 1992;3:23-311554806
Google ScholarCrossref 7.Chen KP, Wu HY, Wu TC. Epidemiologic studies on blackfoot disease in Taiwan, 3: physicochemical
characteristics of drinking water in endemic blackfoot disease area. In: Memoirs, College of Medicine, National Taiwan
University, Volume 8. Taipei: National Taiwan
University College of Medicine; 1962:115-129
8.Blackwell RQ. Estimation total arsenic ingested by residents in the endemic blackfoot
area.
J Formosan Med Assoc. 1961;60:1143-1144
Google Scholar 9.Lai MS, Hsueh YM, Chen CJ.
et al. Ingested inorganic arsenic and prevalence of diabetes mellitus.
Am J Epidemiol. 1994;139:484-4928154472
Google Scholar 10.Kuo TL. Arsenic content of artesian well water in endemic area of chronic arsenic
poisoning.
Rep Inst Pathol Natl Taiwan Univ. 1964;20:7-13
Google Scholar 11.Natelson S. Microtechniques of Clinical Chemistry for the Routine
Laboratory. 2nd ed. Springfield, Ill: Charles C Thomas; 1961:113-119
13.Walker AM. Proportion of disease attributable to the combined effect of two factors.
Int J Epidemiol. 1981;10:81-857239766
Google ScholarCrossref 14.Hosmer DW, Lemeshow S. Confidence interval estimation of interaction.
Epidemiology. 1992;3:452-4561391139
Google ScholarCrossref 15.Lo MC, Hsen YC, Lin BK. The Second Report on the Investigation of Arsenic
Content in the Underground Water in Taiwan Province. Taichung: Taiwan Provincial Institute of Environmental Sanitation;
1977