ARTICLE
Auteur(s) : Andrzej Tukiendorf1, Zbigniew
Rybak2
1 Technical University, ul. Mikolajczyka 5,
45-271 Opole, Poland. E-mail: antupo.opole.pl;
2 Medical University, ul. Poniatowskiego 2,
50-326 Wroclaw, Poland.
E-mail: zrybak@chirn.am.wroc.pl
Introduction
Numerous studies in all the continents suggest an inverse
relationship between various types of heart diseases and the
drinking water hardness. Drinking soft water increases the
cardiovascular risk and this effect is reciprocally reduced by the
hard water consumption (see e.g. [1-3]). Among many variables
involved in the “water story”, and the hardness of water
especially, magnesium (Mg) appears preeminent [4] (a wide review of
evidence of the influence of Mg on health can be found in [4,
5].
Magnesium research is moving rapidly and it is clear that in the
next few years there will be many advances in understanding the
role of magnesium in the human organism [6]. Up to now it has been
documented that over 300 enzymes that influence the metabolism
of carbohydrate, amino acids, nucleic acids and protein, and ion
transport, require Mg [7] and its functions in the fatty acid and
phospholipid acid metabolism that affect permeability and stability
of membranes are being elucidated. It has been proposed that Mg is
central in the cell cycle and its deficiency is an important
conditioner in the precancerous cell transformation. In addition,
immunocompetence (that eliminates transformed cells) is
Mg-dependent. Moreover, the magnesium supplementation of those who
are Mg deficient might decrease emergence of some malignancies.
However, Mg deficiency can paradoxically protect against
oncogenesis or increase this risk [4-9]. In several experimental
animal models of benign or premalignant tumorogenesis, the element
inhibits the development of the cellular defect, while it is very
important that the preventive effect of Mg exists only at the early
stage of tumorogenesis. However, indirectly through mediation of
growth factors and directly through its effects on the cell
(essential growth factor), Mg stimulates normal and proliferative
cell growth. This action constitutes one of the main mechanisms of
its carcinogenic property [8, 9].
Although in dozens of studies – in particular in those
done on the largest geographical scale, the effects of drinking
water Mg on morbidity and mortality – predominantly from
cardiovascular disease – have been recognized, until now
not many reports have confirmed the cancer epidemiology of water
magnesium. Important findings in this field were provided very
recently by Taiwanese scientists who indicated negative statistical
associations between colon, rectal, pancreatic, gastric as well as
prostatic cancer morbidity/mortality and the hardness of water,
calcium and magnesium [10-15]. In these reports the authors
suggested that these factors (among which water magnesium) may be
protective against the neoplasms. The earlier epidemiologic
findings confirmed high cancer rates within areas with low soil Mg
[16, 17].
Since magnesium has been judged likely to contribute to human
carcinogenesis, it is worth testing whether drinking water Mg is a
protective geochemical agent against liver cancer. Moreover, an
evaluation of what it is in different geographic areas provides an
interesting approach to age disturbances of the health of patients,
since a depressed immunologic function occurs with aging (see e.g.
[18]). Thus, the main objective of this study was examining whether
living in a magnesium rich water area might protect against cell
transformation and might reduce the risk of prevalence that
increases with age.
The latest data on ecological analysis of a possible
relationship between Mg in drinking water and liver cancer
incidence gives new light on magnesium cancer epidemiology [19].
Because the findings have not been supported by any scientific
reports yet, they may imply apparent controversies and should
undergo scientific verification or critics.
Materials and Methods
In the work presented, extensive data were used to study
possible effects of the water quality on the human health
status.
Information on magnesium concentrations in drinking water
originated from the Provincial Sanitary-Epidemiological Station in
Opole and its ten dependant Local Sanitary-Epidemiological Stations
that were the legally obligated institutions to control drinking
water. In the analyzed period 1980-1985, the laboratory results
from 1,040 dug wells and 307 municipal water mains were
taken into account – but only from those for which the
number of analyses performed a year was a few per dug well and
about a dozen per water main. It is of note that the period
examined was chosen because of a stagnation in water supply
construction that, in turn, had a purely economical background
(this inactive period was confirmed by only incidental cases of new
water mains or dug wells constructed at that time in the
region).
The liver cancer data concerned all morbidity cases (219 in
males and 273 in females – all ages) of the disease
(code 155 following the International Classification of
Diseases, Ninth Revision), registered in the province in the decade
of 1985-1994. The information originated from the Opole Cancer
Registry (OCR), which has been providing a highly reliable service
following Finnish Cancer Registry instructions since 01.01.1985.
The data collection relied on an active program of cancer
registration, i.e. follow-back/follow-up verifications and a set of
eight other disposable medical methods to confirm the disease. It
is of note that the OCR's collection was used by the International
Agency for Research on Cancer [20].
The referred male and female populations in age groups in the
analyzed administrative units were obtained from the National
Census 1988. In the study, the total numbers of 462,511 males
and 485,153 females, respectively, were taken into account.
In the study, some simple and complex methodological approaches
were applied to analyze this ecological relationship.
The quality of the water supplied was estimated as follows:
(i) for the rural administrative units, the monitored Mg
concentration in drinking water was attributed to the whole
population inhabiting a particular village. In case of villages
with more than one monitored dug well, these contents were
averaged;
(ii) for the urban administrative units, the synthetic Mg
contents (weighted-average concentrations) were estimated based
upon the sizes of populations supplied by particular water
providers.
To show spatial distribution of the concentrations, the results
were presented geographically in thematic maps.
Complementarily, to indicate differences in morbidity and in
density in age groups, histograms of the liver cancer prevalence
and of the population structure were created.
To test a relation between the magnesium exposure and the liver
cancer morbidity, a Bayesian modelling using random effects
logistic regression [21-23] was conducted although some other
statistical approaches may be of use in this example. To justify
the choice, the suitability and simplicity of this method to test
the trend in data must be principally emphasized. From the model
(after [22, 23])
ri ~ Binomial
(πi, ni)
logit(πi) = α +
ρ(x) + bi
where ri is the number of cancer cases within
the age group and within the magnesium exposure category,
ni – the respective population “at
risk”, ρ(x) – the regression function of
x (i.e. Mg/age two-dimensional categorical variable), and
bi – the random effects (unexplained
variation), the true prevalence probabilities
(PPs) – πi were calculated for the
chosen 0-29, 30-59, 60-89 age bands and (,10], (10,20],
(20,30], (30,40], (40,) mg/dm3 Mg drinking water levels.
This ordering of categories (with the first as baseline) provides
the lower ρ(x) as baseline. In the supposed
regression function of x.
ρ(x) = β1
xi1 + β2
xi2 + β3
xi3,
xi1 denotes the following Mg exposure
categories while xi2 and xi3
the two higher age groups (similarly to [23]). In the model, no
censoring for the β parameters was assumed.
For the purpose of this study, the cancer prevalence was
understood as a measure of the burden of cancer in a population in
an age group at a particular exposure category.
The computation was performed in WinBUGS version 1.4 [24]
relying on a simulation technique known as Markov Chain Monte Carlo
(MCMC) [25]. To achieve the convergence, three parallel chains were
run and the first 1,000 samples of each were discarded as a
burn-in while the following 10,000 cycles of the Gibbs sampler
were used to estimate each quantity of interest. An equilibrium
state of streams of values was established via an examination of
within chain autocorrelation and a comparison of the results of the
chains started with overdispersed initial values, including the use
of the Gelman-Rubin statistics available within the software (see
[24] web site for details).
The posterior analyses of the relations were set in a table and
exposed graphically in scatterplots.
Results
The spatial distribution of the drinking water magnesium
exposure in Opole province in the years 1980-1985 (see also [19])
is shown in figure 1
(areas indexed as “NA” were not taken into account due to an
unrepresentative sample of chemical analyses – see the
Materials and Methods section for details).
The map in figure
1 shows a geographical differentiation of the magnesium
exposure across the province. The highest Mg concentration in
drinking water was noticed in the middle east of the region, while
the element's lowest contents were supplied in the northern and the
southwestern parts of the province.
The empirical probability densities of patients (males and
females) in the analyzed age trimesters 0-29, 30-59, and
60-89 years old are presented in figure 2.
The bars in figure 2
provide evidence of an apparent age effect in liver cancer
prevalence. The most diseased group (both male and female)
consisted of the oldest patients while the youngest group
represented the extreme low cancer risk.
The population structure in age groups for the analyzed
administrative units is given in figure 3.
Figure
3 testifies very similar population structures of males
and females within the age groups considered except for the oldest
persons.
The posterior estimates of the slope regression parameters are
set in table I.
Table I. Posterior analysis of
the slope regression parameters
|
|
Parameter |
Mean |
Standard deviation |
Credible 95% interval |
|
Males |
β1 |
– 0.2754 |
0.1271 |
(– 0.5265, – 0.0330) |
|
|
β2 |
4.162 |
0.8742 |
(2.735, 6.364) |
|
|
β3 |
6.340 |
0.8745 |
(4.931, 8.531) |
|
Females |
β1 |
– 0.1961 |
0.0975 |
(– 0.4026, – 0.0170) |
|
|
β2 |
2.361 |
0.4792 |
(1.461, 3.360) |
|
|
β3 |
4.824 |
0.4708 |
(3.962, 5.820) |
The posterior analysis of the β parameters testifies a
reducing effect of the magnesium contents on the liver cancer
prevalence probability (negative β1) and a
considerable increase of the disease risk with age (positive
β2 and β3) both in males and
females. The contributions of the drinking water exposure to
endemic male and female incidences are presented in figures 4 and
5.
The results displayed in figures 4 and 5 confirm the morbidity
trends estimated via the slope regression parameters table I. The prevalence probability was smaller and
directly correlated with the greater magnesium exposure. The
modeled data show that PP for the depleted Mg concentration in
drinking water is about three times as high as far for its elevated
contents in males and about twice in females. Moreover, the highest
PPs are observed for the older patients while the youngest group is
at the lowest cancer risk. Due to a very small number of prevalent
cases figure 1, the
youngest patients have the widest credible 95% intervals. The
remaining 30-59 and 60-89 age groups have very similar PPs in
relation to Mg categories.
Discussion
The discussion over the research conducted can be confined to
some major points:
(i) evaluating the potential impacts of environmental
exposures on human health is an increasingly important component of
chronic disease epidemiology. However, assessing exposure levels to
many environmental components has proven difficult. For example,
studies of the influence of drinking water ingredients on health
may sometimes be hampered by inadequate historical data on their
concentrations in water supplies on both spatial and temporal
scales. While personal exposure levels are the most desirable
measure for epidemiologic research, historical ingredient levels at
the tap' for individual households are usually not available.
Therefore, epidemiologic investigations of drinking water contents
and health outcomes have used average or aggregate measures of
water ingredients, generally at the administrative unit level
[4];
(ii) the potentially highly controversial nature of study
in this field makes it imperative that results are based upon good
data. Despite the convenience of working on highly reliable
statistics, due to the small number of cases involved, caution is
certainly necessary. Since research was centered on a particular
rare disease, the distribution of the population over categories
may be often highly skewed with similarly small number of persons
exposed at one of the concentration levels. Consequently, standard
tests of trend which rely only on asymptotic approximations may
give exaggerated significance levels and thus more advanced methods
are required;
(iii) in this context, the chosen model (logistic
regression [21-23]) as well as the computation methodology
(MCMC/WinBUGS [25, 24]) have been commonly employed and already
acknowledged by the statistical/epidemiological community. Thus,
their application seems to be fairly justified in such an
ecological analysis and should provide satisfactory results from
the statistical point of view;
(iv) at the present stage of scientific knowledge, however,
the given findings become new data in the epidemiology of water
magnesium. Therefore, from the epidemiological perspective, the
results might be worth taking into consideration in the field of
the organ's cancer pathogenesis that is still being scrutinized.
Such a new focus will not be unproblematic since recent scientific
reports have included chronic liver infection (hepatitis) as
one of the most important etiological factors of liver cancer [26].
Moreover, they accordingly confirm that there is a strong
association between chronic hepatitis B and C viral
infection and the development of hepatocellular carcinoma. However,
people with cirrhosis also are at an increased risk of liver
cancer. Other possible hepatocarcinogens include aflatoxin,
nitrosamines, oral estrogen compounds, and numerous other chemicals
[26]. Thus, by reason of a very wide range of the mentioned risk
factors, it is very difficult to suggest any possible biochemical
mechanism which could explain the phenomenon considered in this
research without controversy;
(v) the problem relies on contributions of magnesium in
drinking water to the total amount ingested. In case of myocardial
infarction (MI), for instance, it has been suggested that the
contribution of Mg in water to total dietary intake might be
critical in soft water areas, leading to subclinical Mg deficiency,
with increased risk of MI [27, 28]. Others [29] pointed out that
marginal magnesium shortage is a problem in developed countries,
and hypothesized that Mg in water might thus be a determining
factor in whether the element's intake is adequate. A survey by
[30] disclosed that hard water contributes an average of 12% of the
Mg ingested. It has been also reported [31] that hard water could
contribute up to a fifth of the daily Mg needs, which might be
enough to prevent deficiency in those with marginal dietary
magnesium. It has been found that some hard waters could provide up
to 100 mg of Mg daily. Moreover, in some areas and for those
drinking much water, these waters might actually provide the
recommended daily requirement of magnesium [1, 32]. These evidences
corroborate a significant contribution of Mg to its total
intake;
(vi) because alcohol causes abnormalities in magnesium
metabolism and results in severe liver diseases (including
cirrhosis [33, 34]), one of the hypothesized reasons for the
association between the Mg exposure and liver cancer could be the
direct/indirect effects of alcohol consumption, since it decreases
the element's concentration in body and can be provided back to
organism via water ingestion. Then, linking the higher intake of
the element from the richer water supplies together with its
preventive properties in neoplasmatic processes might be a
reasonable justification why the liver cancer morbidity diminishes
with the increase of drinking water magnesium exposure, and vice
versa;
(vii) the hypothesis presented could be true with the
assumption of a similar amount of water ingested by the population
at different exposures to the element. However, it is less
reasonable to assume that these people had other needs in water
consumption since they represented very similar geographical and
socio-economic conditions.
Conclusions
Researchers in hospitals and medical centers around the world
are working to learn more about what causes liver cancer. At this
time, no one knows its exact etiology and new aspects of the
disease are still being considered. Recently, magnesium research
has released many scientific signals on the subject of cancer
epidemiology.
In this study, based on extensive data and professional
statistical methods, the underlying effect of the magnesium
exposure has been included among the protective factors against
liver cancer. Despite the findings that suggest that drinking water
rich in magnesium reduces the risk of the disease, there are many
unknowns concerning whether the assessed cancer tendency has only a
regional or a global nature, or about the possible biochemical
mechanism of this relationship, etc. Thus, to investigate these
questions, firstly, a verification of the findings with the results
of other epidemiologic studies (conducted in a different geographic
location) is needed. Secondly, it is necessary to move on from
studies on aggregated populations to studies on individuals (from
the epidemiological to a clinical one).
As one of the possible backgrounds of the results presented
here, an alcohol hypothesis has been discussed, since its
consumption both harms the liver and decreases magnesium
concentration in the body. Because the organism regains the Mg
content via water ingestion rich with the element, some unknown
more intensive protection mechanisms of the organ related to
magnesium against alcohol damage may exist.
Certainly, these new data and the suggested hypothesis require
further corroboration in order to assess any scientific
speculations and to conclude what vital role in the protection
against liver cancer, or in the antineoplastic effects is really
played by the drinking water Mg. It is believed, however, that this
report will be helpful to indicate the proper investigation
direction and will give new light both in water magnesium
epidemiology and oncology of liver cancer.
Acknowledgement
We would like to thank the two anonymous Referees for the very
constructive comments on an earlier draft.
References
1. Feder GL, Hopps HC. Variations in drinking water
quality and the possible effects on human health. Trace Subst
Environm Health 1981; 15: 96-103.
2. Pocock SJ, Cook DG, Shaper AG. Analysing geographic
variation in cardiovascular mortality: methods and results. J
Royal Stat Soc 1982; A, 145: 313-41 (with Discussion).
3. Sauvant MP, Pepin D. Drinking water and cardiovascular
disease – A review. Food Chem Toxic 2002; 40:
1311-25.
4. Durlach J, Bara M, Guiet-Bara A. Magnesium level in
drinking water: its importance in cardiovascular risk. In:
Magnesium in health and disease, eds. Y. Itokawa, J.
Durlach, 1989; pp. 173-82. London: John Libbey.
5. Seelig MS. Epidemiology of water magnesium evidence of
contributions to health. The Magnesium Web Site,
http://www.mgwater.com/epidem.shtml, 2002.
6. Rayssiguier Y, Mazur A, Durlach J, eds. Advances in
magnesium research: nutrition and health. 2001; London: John
Libbey.
7. Seelig MS. Magnesium in oncogenesis and in anti-cancer
treatment: interaction with minerals and vitamins. The Magnesium
Web Site, http://www.mgwater.com/cancer.shtml, 1999.
8. Durlach J, Rinjard P, Bara M, Guiet-Bara A, Collery P.
Données nouvelles sur les rapports entre magnésium et cancer. In:
Magnesium – Physiologische Aspekte für die Praxis,
eds. B. Lassere, 1987; pp. 26-45. Hedingen/Zrich: Pascentia
Verlag.
9. Durlach J. Magnesium and its relationship to oncology.
In: Metal ions in biological systems. Vol. 26. Compendium on
magnesium and its role in biology, nutrition and physiology,
eds. H. Sigel, A. Sigel, 1990; pp. 549-78. New
York – Basel: Marcel Dekker, Inc.
10. Yang CY, Chiu HF. Calcium and magnesium in drinking
water and risk of death from rectal cancer. Intl J Cancer
1998; 77: 528-32.
11. Yang CY, Chiu HF, Chiu JF, Tsai SS, Cheng MF. Calcium
and magnesium in drinking water and risk of death from colon
cancer. Japn J Cancer Res 1997; 88: 928-33.
12. Yang CY, Cheng MF, Tsai SS, Hsieh YL. Calcium,
magnesium, and nitrate in drinking water and gastric cancer
mortality. Japn J Cancer Res 1998; 89: 124-30.
13. Yang CY, Hung CF. Colon cancer mortality and total
hardness levels in Taiwan's drinking water. Arch Environm Contam
Toxicol 1998; 35: 148-51.
14. Yang CY, Tsai SS, Lai TC, Hung CF, Chiu HF. Rectal
cancer mortality and total hardness levels in Taiwan's drinking
water. Environm Res 1999; 80: 311-6.
15. Yang CY, Chiu HF, Tsai SS, Cheng MF, Lin MC, Sung FC.
Calcium and magnesium in drinking water and risk of death from
prostate cancer. J Toxicol Environm Health 2000; 60:
17-26.
16. Bazikian KL. The significance of magnesium salts in
oncology. (Epidemiological, experimental and clinical
observations). Proc of First Intl Sympos on Magnesium 1971,
ed. J. Durlach, 1973; pp. 593-606. Vittel, France.
17. Bolviken B, Flaten TP, Zheng C. Relations between
nasopharyngeal carcinoma and magnesium and other alkaline earth
elements in soils in China. Med Hypotheses 1997; 48:
21-25.
18. Walter SD, Miller CT, Lee JAH. The use of
age-specific mean cohort slopes in the analysis of epidemiological
incidence and mortality data. J Royal Stat Soc 1976; A, 139:
227-45.
19. Tukiendorf A. Magnesium in drinking water and liver
cancer morbidity – a possible relation ? Centr
Europ J Publ Health 2002; 4: 157-62.
20. Parkin DM, Muir CS, Whelan SL, Gao Y-T, Ferlay J,
Powell J, eds. Cancer Incidence in Five Continents. Lyon:
IARC Scientific Publications, VI, 1992; 120: 690-3.
21. Bernardinelli L, Pascutto C, Montomoli C, Komakec J,
Gilks W. Ecological regression with errors in covariates: an
application In: Disease mapping and risk assessment for public
health, eds. A. Lawson, A. Biggeri, D. Böhning, E. Lesaffre,
J.-F. Viel, R. Bertollini, 1999; pp. 329-48. Chichester: Wiley.
22. Spiegelhalter D, Thomas A, Best N, Gilks W. BUGS:
Examples, Volume 1, 1996; pp. 10-4. Cambridge: Medical Research
Council – Biostatistics Unit,
http://www.mrc-bsu.cam.ac.uk/bugs/
23. Congdon P. Bayesian Statistical Modelling,
2001; pp. 125-6. Chichester: Wiley.
24. Spiegelhalter D, Thomas A, Best N, Lunn D. WinBUGS
Version 1.4. Cambridge: Medical Research
Council – Biostatistics Unit,
http://www.mrc-bsu.cam.ac.uk/bugs/, 2002.
25. Smith AFM, Roberts GO. Bayesian computation via the
Gibbs sampler and related Markov chain Monte Carlo methods. J
Royal Stat Soc 1993; B, 55: 3-23.
26. National Cancer Institute. What You Need To Know
About Liver Cancer,
http://www.nci.nih.gov/cancerinfo/wyntk/liver, 2003.
27. Anderson TW, Neri L, Schreiber GB, Talbot F,
Zdrojewski A. Ischemic heart disease, water hardness and myocardial
magnesium. Can Med Assoc J 1975; 113: 199-203.
28. Anderson TW, Leriche WH, Hewitt D, Neri LC.
Magnesium, water hardness, and heart disease. In: Magnesium in
Health and Disease, eds. M. Cantin, M.S. Seelig, 1980; pp.
565-71. New York: Spectrum.
29. Durlach J, Bara M, Guiet-Bara A. Magnesium level in
drinking water and cardiovascular risk factor: a hypothesis.
Magnesium 1985; 4: 5-15.
30. Hankin JH, Margen S, Goldsmith NF. Contribution of
hard water to calcium and magnesium intakes of adults. J Am
Dietet Assoc 1970; 56: 212-24.
31. Sharrett AR. The role of chemical constituents of
drinking water in cardiovascular diseases. Am J Epidemiol
1979; 110: 401-19.
32. Hopps HC, Feder GL. Chemical qualities of water that
contribute to human health in a positive way. Sci Tot
Environm 1986; 54: 207-16.
33. Flink EB, Omar M, Shane SR. Alcoholism, liver disease
and magnesium. Magn Bull 1981; 3: 209-16.
34. Duffy JC, Latcham RW. Liver cirrhosis mortality in
England and Wales compared to Scotland: an age-period-cohort
analysis 1941-1981. J Royal Stat Soc 1986; A, 149:
45-59.
|