Document XOO2zegO1oJVMa8r9J37Kyjmd
Gertie Bjornson
RECEIVED
f
FEB 2 :1985
DR. R. T. GOTTESMAN
February 19, 1985
EPA STUDY
Please note the attached UPI story concerning a study of indoor air pollutants ly an EPA scientist.
It alleges that vinyl chloride fumes account for 27 cancer deaths annually -- second only to cigarette smoke.
Could you please (a) ottain a copy of the report, and (b) advise the best means af beating up on the EPA?
Thanks.
GRS/gfS/VS0729M Attachment cc: N. C. Jacobs
A. J . Olson J. D. Tanzilli R. T. Gottesman (V
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G. R. Snider, Jr. SPI-00172
(
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SUBJECT: Repace and Lowrey's Est mate of the Lung Cancer Risk From Passive Smoking
FROM:
Elizabeth L. Anderson
Oirector Office of Health and Env ironmental Assessment (RD-689)
TO: Joseph Cannon Assistant Administrator
for Air and Radiation (ANR-443)
THRU:
Bernard 0. Goldstein Assistant Administrator
for Research and Devel jpment (RD-672)
This memo is in response to yiur request that the Carcinogen Assessment
Group (CAG) review the paper by Re>ace and Lowrey on the risk of lung cancer
due to passive smoking. Herman Gi >b of the CAG has prepared a review of the .
Repace and Lowrey paper, and a copy of his review is attached. His conclusion
is that of the two annual lung cancer risk estimates for passive smoking
generated by the authors, the lower risk of 0.87 x 10-5 is better supported.
It should be noted that even this risk would, given the size of the population
exposed to passive smoking, translate into a significant population risk in comparison to other environmental carcinogens.
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Attachment
cc : Vicki Vaughan-Del1arco (RD-689)
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SUBJECT: Repace and Lowrey's Estimate of the Nonsmokers' Lung Cancer Risk From Passive Smoking
FROM:
Herman J. Gibb
Epidemiologist Carcinogen Assessment Group (RD-689)
TO: Elizabeth L. Anderson Di rector
Office of Health and Environmental Assessment (RD-689]
THRU:
Robert E. McGaughy Acting Technical Director Carcinogen Assessment G'oup (RD-689)
As requested, I have reviewed the report by Repace and Lowrey entitled "Estimate of the Nonsmokers' Lung Cancer Risk from Passive Smoking". The authors have derived two estimate:; of the annual lung cancer risk to passive smokers. One estimate is 0.87 x :,0"5 per year and is based on a one-hit model (P * l-e"Sd y^ere B is the response in smokers and d is the dose from passive smoking). The second estimate of 8.0 x 10-5, an order of magnitude higher than the estimate from the one-hit model, is a so-called "phenomenological" estimate and is based on the excess lung cancer incidence rate for nonsmoking non-Seventh Day Adventists over tt at of nonsmoking Seventh Day Adventists (SDAs). Since SDAs do not smoke, Repace and Lowrey assumed that they would not be exposed to passive smoking from spouses. Moreover, a substantial portion of SDAs were reported to "work for an organization owned and operated by the SDA church" and thus would probablly not be exosed to smoking at their place of employment. Differences in susceptibility, dose-rate, and dose to the target tissue between smokers and nonsmokers would, the authors theorized, make the higher "phenomenological'' estimate more valid than the one-hit model which utilized a dose-response in smokers.
The lung cancer risk estimate for nonsmokers derived by the authors with a one-hit model is a rather crude approach that utilized a s ope derived by dividing a lung cancer excess risk of all smokers as a group by the average amount of tar smoked by a smoker. In an independent anayIsis, however, Tnorslund (1982) of the Carcinogen Assessment Group (CAG), u sing a more sopnisticated model, achieved a result similar to that of Repace and Lowrey's, Thorslund (1982) used Doll's (1978 ) model of the lung cancer risk to British physicians due to smoking cigaretties and a 1982 estimate by Repace and Lowrey of the tar intake for a passive sm :ker to calcu ate the 1ung cancer risk to a
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passive smoker.
The major problem with the " jhenomenol ogical" estimate is the authors' assumption that the difference in the lung cancer rate between non-SOA and SDA nonsmokers is due to passive smok ng. SDAs are a very unique group and may differ from the general populati on with regard to lung cancer risk by more than just their lack of exposure to pa ;s ive smoking. In addition to not smoking, SDAs do not drink, and they mainti in rather strict diets. As Indicated above, they tend to work in SDA business*! s. Repace and lowrey, by their discussion, attempted to mimimize the possibi ity that lifestyle differences other than smoking may be partially accounta ble for the difference in lung cancer risk, but the issue has not been resolv <id.
A separate problem with the ' phenomenological" estimate is Repace and Lowrey1s calculation of the age-ac justed lung cancer rates for SDAs and nonSDAs. They have multiplied an ag -adjusted lung cancer mortality ratio of SDA non-smokers to non-SDA non-smokers , provided by the author of the SDA study, by the crude lung cancer mortality rate for non-SDA nonsmokers to arrive at an age-adjusted lung cancer mortality rate for SDA non-smokers. This approach will not provide the age-adjusted rate. The calculation of the age-adjusted rate for both SDA non-smokers and non-SDA non-smokers would require information not provided by the authors of the SDA study in the original report.
Lastly, the authors indicate that the age-adjusted lung cancer rate attributable to passive smoking fr om the SDA study is similar to that of the Hirayama study of non-smoking females married to smokers. The Hirayama study has been severely criticized in letters to the British Medical Journal where the study was published, Two of the issues which raise considerable concern to this reviewer are: 1) it is un|clear from the Hirayama study and from his replies to the criticism whether t he rates are age-adjusted for the females or not; 2) there does not appear to h ave been any analysis by length of exposure, The many issues raised by other re /iewers of the Hirayama study are too lengthy to go into here, but further discu ision can be provided if necessary.
In summary, the estimate of t ie annual lung cancer risk to passive smokers derived by the authors using a one -hit model (0.37 x 10"5) is more reasonable than their "phenomenological" esti nate (8.0 x 10'5). The assumption of the "phenomenological" estimate that tie entire difference between the lung cancer rate in non-SDA nonsmoxers and SDA nonsmokers is due to passive smoking is questionable. The use of data from the Hirayama study in an attempt to verify this absolute difference is also qu estionable because of the shortcomings in the Hirayama study. As a fina no: e, it would be interesting to attempt to validate the authors' theories wit regard to susceptibility, dose rate, and dose-to-the-target tissue in nonsmb kers. Information derived from such studies might then be used to improve the *isk model for passive smokers.
cc: Charles Ris (RO-689)
Todd Thorslund (RD-689) James Repace (ANR-445)
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REFERENCES Doll, Richard and Richard Peto. 1978. Cigarette smoking and bronchial
carcinoma: dose and time r lationships among regular smokers and lifelong non-smokers. Journal of E jidemiology and Conmunity Health. 32:303-313. Thorslund, Todd. 1984. Estimation of the effects of exposure to a carcinogen that fluctuate over time or the lifetime risk of cancer death. Presented at the Pacific Division of the American Association for the Advancement of Science Annual Meeting, Santa Barbara, California, August 1982.
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UMMARY OF CONCLUSIONS
Jr<AjtAM.Sr^
In a recent reportL Repace and Lowrey attempted to quantify the relationship between exposure to environmental tobacco smoke (ETS) and lung cancer in the non-smoker. The analysis relies on two distinct risk assessment methodologies. The first method uses a "phenomenological" model that focuses primarily on data purportedly derived from a study of Seventh Day Adventists. The second method uses a "one-hit" model applied to excess mortality estimates from case-contrpl studies.
This report reviews the conclusions drawn by Repace and Lowrey as well as the metmodologies they employed. Stated briefly, qualitative and quantitative analyses of risk leading to the conclusion that ETS exposure results in excess cancer death are based on assumptions and derivations which are supported neither by the data nor appropriate risk analysis technique.
The phenomenological node! estimates are based on presumptions inconsistent with the data and the conclusions of the investigators who published the data. Specifically, Repace and Lowrey have recalculated and reinterpreted the data from the Seventh Day Adventists (SDA) study by Phillips jet_ al_ ( 1980, a;b) in a way which has not been validated. The problem is compounded by an attempt to support the analysis with data from several recent studies of cancer incidence among non-smokers. The report also contains no evaluation or consideration of those studies that have failed to demonstrate a lack of excess risk.
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Risk estimates basad on a purely mathematical (one-hit) model are inadequately validated and essentially unsupported. There are
two basic reasons for this. First, the exposure estimates are based on clearly speculative assumptions. Second, the exclusive use of the one-hit model I is both biologically and statistically unsound.
During the past several years, a number of scientific bodies have convened to share views and information regarding the health consequences, if any, of exposure to ETS. The conclusion consistently reached has been that the relationship between exposure to ETS and lung cancer in non-smokers is equivocal at best. For reasons which are unclear, the authors have not considered this information in their report. It is worthwhile to review what the authors did not address in their report.
HISTORICAL PERSPECTIVE Three times in little liore than a year, groups of scientists
have gathered in the United States and in Europe to discuss environmental tobacco smoke. 1 Among the 65 participants at the three meetings were many scientists whose contributions to knowledge about ETS, its measurement and possible health consequences, have been significant internationally. The three workshops to which specific reference is made are the:
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Second Workshop on Environmental Tobacco Smoke; "A Workshop on Effects and Exposure Leve s_," March 15-17 , 1983 , University of Geneva, Switzerland; orgaiji ized by Ragnar Rylander, M.D., University of Gothenburg, Sweden, and the University of Geneva.
"Workshop on Respiratory effects of Involuntary Smoke Exposure: Epidemiologic Studies," May 1-3, 1983, Bethesda, Maryland; convened by Division of Lung Diseases, National Heart, Lung and Blood Institute, U.S. Public Health Service, Department of Health and Human Services.
Symposium on "Passive Smoking from a Medical Point of View," April 9-12, 1984, Vienna, Austria; organized by American Health Foundation, Austrian Society for Occupational Medicine, Bavarian Academy for Occupational end Social Medicine, German Society for Occupational Medicine, under the patronage of the Austrian Federal Ministry of Health and Environmental Protection and the Bavarian Ministry for Labor and Social Order, in cooperation with the World Health Organization and International Green Cross.
In all three workshops, participants have expressed the view
that current data do not allow for reaching conclusions about
whether ETS has any chroni.c health effects on the non-smoker.
Conclusions from these workshops, released separately between
December 1983 and April 1934, continue to support the
determination made five yesars ago by the Surgeon General of the
USPHS that "healthy non-smlinkers exposed to cigarette smoke have
little or no physiologic response to the smoke." They support as
well conclusions in reports released in 1983 by the British Royal
College of Physicians and the World Health Organization:
"[T]he extent to whic l passive smoke exposure can damage the health of otherwi se healthy individuals is by no means clear."
"Health or Smoking?" Royal College of Physicians, 1983
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"[Ajlthough epidemiological studies have been undertaken to investigate the possible carcinogenicity of passive smoking and its relationship to respiratory diseases, further work is cleanly required."
WHO, "Indoor Air Pollutants: .Exposure and Health Effects: Report on a WHO meeting," EURO Reports and Studies 78, 1983
Two of the ETS worksh ops also called for further research
into possible health effec ts of ETS exposure. The third, meeting
specifically to examine av'ailable studies on any ETS effect on the
respiratory system, urged that existing data sets be thoroughly
evaluated before any new large-scale population studies be
undertaken. The NHLBI workshop concluded that "a review of the
data from the studies which have been carried out or are in
progress which address the effect of ETS on the respiratory system
suggests that the effect varies from negligible to quite small."
The Vienna workshop c included that available studies on lung
function are conflicting a id that metabolic lung changes have not
been demonstrated to be ca used by ETS. The conference summary
(written by Dr, Ernst Wyndur, president of the American Health
Foundation, and Dr. H. Val.untin, who heads the Bavarian Academy
for Occupational and Sociai'. Medicine) concluded that a health
hazard from ETS has not been demonstrated.
The Geneva workshop in March 1983 was a follow-up to a
similar conference in 1974 the first international conference on
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the subject. Rylander cor eluded from the workshop that
"Irritation and annoyance must still be considered to be the most
prevalent effects ascerta i|ned from exposure to ETS." So far as
lung cancer is concerned, which is the focus of the Repace/Lowrey
analysis, he concluded thalt
"In view of the unce rtainty of the ETS exposure in the general population, calculations cannot be made regarding the presenc e of disease such as lung cancer in the non-smoking popul ation due to exposure to ETS by making reference to the data reported in epidemiological studies on the associ ation between smoking and lung cancer."
All three workshops cincluded that ETS exposure and effect
have not been adequately q uantified. No dose-response
relationships can be ascer tained if actual exposure has not been
measured:
'Most information on dose response relationships is derived from laboratory experiments and the application to normal conditions Is as yet uncertain * * *. For future work, a major research priority is to determine exposure levels of ET:> in different segments of the non-smoking population under normal everyday conditions * * *. Not until such data are available can the possible effects related to ETS exposure be further evaluated." -- Geneva workshop, 3/83
"Lack of proper atten ion to the estimation or measurement of exposu ire is a major weakness of all the studies carried out sp far." -- Bethesda workshop, 5/83
"A drawback in all ep demiological studies up to now consists in the fact that they have been conducted without sufficient qu antification of ETS." -- Vienna workshop, 4/84
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Among the confoundincj factors in ETS studies listed by the Bethesda workshop are unvsnted combustion products from stoves . used for both heating and cooking; other indoor pollutants; indoor environmental characterist:ics such as temperature, humidity and frequency of air changes; socioeconomic status, culture and crowding; demographic and medical characteristics; parental symptoms; and the possibl ; reporting biases of annoyance and other psychological or social r isponses to tobacco smoking.
"Extensive as this 1 .st of potentially confounding variables may be, the importance of taking them into consideration in the study design and analysis cannot be overemphasized," as stated in the Bethesda report.
Given the obvious cot .cern about the lack of a consistent and coherent body of scientif: c data demonstrating a relationship between ETS exposure and dverse health effects among non-smokers. the risk estimates generat ed by Repace and Lowrey are, at the very least, premature. In fact , those estimates suffer from a host of other fundamental deficier cies even if the prematurity of the estimates are overlooked.
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INTRODUCTION A document entitled An Estimate of Non-Smokers' Lung Cancer
Risk From Passive Smoking has recently received lay media attention. The report wan written by James L. Repace, who is identified as a physicist and policy analyst in the Office of Air and Radiation, U.S. Environmental Protection Agency, and Alfred H. Lowrey, who is identified as a research chemist in the Laboratory for the Structure of Matter, Naval Research Laboratory. I have been asked to comment on the Repace/Lowrey report -- in particular, to review its scientific reliability and credibility. `
The report contains a discussion of literature relating to environmental tobacco smok e (ETS) in the home and workplace. In addition, the authors pres ent an interpretation of the data, which they believe demonstrates a casual relationship between ETS and lung cancer. Based on thi s interpretation, they suggest alternative approaches for quantifying the purported lung cancer risk from exposure to ETS.
The two methods the authors used for quantifying risk are:
(i) A "Phenomenologic al" model of lung cancer incidence based primarily on a co nparative study of a Seventh Day Adventist (SDA) plopulation and a non-Seventh Day Adventist (Non-SD \) population.
ii) A "linear one-hit " mathematical model based on modeled exposure 3f the non-smoking population to ETS.
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From the outset it should be stated that, in ray view, the scientific quality of the work of Repace and Lowrey is critically undermined by frequent hie hly derivative and circular reasoning,
The Introduction sect ion of the Repace/Lowrey report sets the tone by presenting a flow of reasoning not directed at evaluating the health consequences of ETS but rather at providing a basis for its regulation in the workplace. For example, the authors state that the "existence of a threshold for carcinogenesis is doubtful
* * * But no attempt is made to temper this broad conclusion by
distinguishing among types of carcinogens. Neither do the authorsconsider the multi-stage concept of carcinogenesis, which in one version or another is gene rally accepted.
EXPOSURE The Repace/Lowrey ana lysis is based largely upon a presumed
measure of exposure to env ironmental tobacco smoke. The authors rely upon their earlier work that predicts the exposure of non-smokers to up to 14 mg of cigarette "tar" per day, with the average population smoke e xposure for adults of working age being 1.5 mg/day "tar."
The conclusions the a uthors reach regarding ETS exposure depend upon several oversi nplified or unjustified assumptions, The most obvious of these assumptions is the conflation of room exposures to environmental tobacco smoke, personal exposures, and personal dose. Such an as sumption fails to recognize the
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complexities associated wi th attempting to characterize complex airborne mixtures such as ETS.
In their earlier pape rs, Repace and Lowrey attempted to demonstrate that particula tes are an adequate surrogate for the presence of environmental tobacco smoke, and that the presence of such particulates puts the population exposed to them at risk (Repace and Lowrey, 1980; 1982). The pitfalls of this approach have been discussed by oth srs (Sterling, 1982,- First, 1984; Jenkins and Guerin, 1984). For example, the particulate levels reported by Repace and Low :ey may have been better correlated with population density than wi :h smoker density. In other words, the data are also consistent w Lth dust raised by the indoor activity cf people.
Repace and Lowrey cla .med that their field survey data were verified by studies undert tken in a smog chamber. But the ideal mixing conditions found in smog chambers do not replicate the behavior of tobacco smoke in an ordinary or realistic setting. Sidestream smoke, or smoke from the burning cone of a cigarette. is quickly diluted within a room's air and is not distributed evenly, as Repace and Lowre y assume, throughout the volume of a room. Such phenomena have been appreciated by inhalation toxicologists for years. B ecause of this behavior of environmental tobcco smoke in a realistic setting, and because particulates are not a suit able surrogate for tobacco smoke, the assumption that room measur ements can yield knowledge of overall
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personal exposures is unfounded. A further problem with the Repace/Lowrey exposure analysis is
the assumption that personal dose can be inferred from data on personal exposure. Personal exposure can be effectively determined only through t le use of personal dosimetry, and dose can be effectively determ :.ned only through the use of dosimetry and analysis of bodily fluids (e.., saliva, urine, blood concentrations of nicotine and/or cotinine). Neither personal exposure nor dose was directly determined in the Repace/Lowrey analysis.
Both overall and personal exposures have been determined using nicotine, a substanc e that, unlike particulates, appears to be unique to tobacco smoke (Hinds and First, 1984; Murumatu et al, 1984). The results of sudh studies on nicotine show that ordinary exposures are likely to be significantly less than those reported by Repace and Lowrey. Cot inine, a metabolite of nicotine, recently has been used to assess dose in certain circumstances but its variability across ind ividuals is yet to be assessed,
Thus, it is apparent that (1) the exposure estimates, insofar as they are based upon the ir field survey data and other assumptions, are unfounded and (2) the inference from room exposure to personal dose estimates has not been validated, Therefore, even if Repace and Lowrey were able to develop models for predicting carcinogeni: risk, they do not have exposure data of acceptable confidence level that could be used in the model.
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BASIS OF CAUSAL INFERENCE
Repace and Lowrey ci`:e a total of nine epidemiologic studies
which they consider relevant to passive smoking and the potential relationships that this may have to the incidence of lung cancer or other health disturbances. In addition to these studies, there is the Seventh Day Adventist study which was utilized in the development of phenomenologic risk model. This latter study will be discussed separately.
For one or more reasc ns, four of the nine studies cannot be used in the evaluation of causal relationship between environmental or lifestyle state and disease. They are either unpublished, poorly described or poorly done. These four studies are of Knoth et_ al_ ( 1983), Miller ( 1984), Chan and Fung ( 1983), and Gillis, _et jal_ ( 1983 ).
Knoth et_ al_ ( 1983) dild not have a comparison group as controls. The data from t.hese studies cannot be used since it cannot be determined that a comparable, control gruop did, indeed, act differently than the t:est group. Miller attempted to ascertain the causes of deiath in his studies from surviving relatives. No effort was made to verify the cause of death in the majority of cases. It is necessary in epidemiologic study to use objective data from reliable scientific or medical sources. Without some qualified verification of disease, the study must be considered unreliable. Chun and Fung (1983) used an unreliable
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questionnaire to obtain passive smoking histories. The differentiation between exposed and non-exposed is blurred and no conclusion as to the effects of one or the other conditions, i.e., exposure or non-exposure can be reached. Furthermore, the citation used by Repace and Lowrey is incorrect. The correct citation is to a German abstract of the paper. The complete paper with data to back this up is not, to my knowledge, available. Similarly Gillis et_ _al_ (1983) have not yet published a report of their studies. Without a full disclosure of the methods and results obtained therefrom analysis cannot be made.
Some valid information is available from the remaining five epidemiologic studies quoted by the authors. These studies are not, however, as consistent in findings in the report portrays them.
Two of the studies, Hirayama (1981, a;b) and Garfinkel (1981 are cohort studies, i.e., these studies investigated the population from the point of view of exposure rather than of lung cancer. The remaining thr ee studies, Trichopolous _et _al_ (1981), Correa _et_ l_ ( 1983) and Ka sat and Wynder (1984) were case control studies which indicates th at they were initiated with groups of individuals having lung ca ;icer and then distribution was made according to exposed and non-exposed to environmental tobacco smoke. All dealt with relatively small populations and there are some indications that some problems exist with all five studies.
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They all vary with methods; used to classify individuals as to disease state and/or as tc exposed and non-exposed.
Repace and Lowrey also failed to mention two other published studies, one from Hong Kong (Koo e_t al_, 1984) and the other from the Netherlands (Vanderbro>ucke _et _al, 1984 ), which report no effect from tobacco smoke exposure among women married to smokers. Thus, close examlination reveals that the "evidence proffered by Repace and Lo>|wrey for their claim that non-smoking spouses married to smokers run a higher risk of lung cancer shows that of the eleven available studies, six show no effect on . non-smoking wives of smokers..
The studies of Hirayana and Garfinkel amply demonstrate the impossibility, using currently available data, of calculating a lung cancer risk ratio among non-smoking populations exposed to ETS. The sample populations in both studies were extremely large One of the studies (Hirayana) reported a positive relationship between ETS and lung cancer among non-smokers, while the other (Garfinkel) found no significant relationship. Specifically, Hirayama examined the incidence of lung cancer deaths among non-smoking women whose spcuses were smokers versus women whose spouses were not smokers. A risk ratio of 2.5 to 3 was reported, But Hirayama's conclusions have been widely criticized, in part, because the investigators d:onducted very limited verifications of
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actual disease state (the lung cancer diagnosis was confirmed in
only about one-third of tt|i e subjects). Garfinkel, by contrast,
reported the results of a large cohort study in the United States,
These authors concluded tt. at the associations between ETS exposure
and lung cancer did not reach statistical significance.*
Taken as a whole, the se studies do not provide reliable data
upon which to base a mathe:matical prediction of risk. The largest problem with the data reported in most of the studies is the poor
quality of data on exposure to ETS.
Remarkably, Repace and Lowrey claim that the results of the
pertinent studies are sufficiently consistent and reliable to
justify their using a phencraenological model to measure the risk
of lung cancer from ETS exposure. They then focus on Phillips' Seventh Day Adventists study, from which they actually derived the
data used in their phenomenological risk analysis.
* Repace and Lowrey claim that recalculation of the negative data from the Garfinkel study s upports their conclusion that the association between ETS ex^osure and lung cancer is significant. The authors offer as suppo ::t a letter to the editor by Repace. In fact, the Garfinkel study s grossly misrepresented in that letter. The authors have i|iot recalculated the Garfinkel data. Rather they performed a hyiothetical rearrangement of a subset of the data based on an assumed_ misclassification by Garfinkel. This hypothetical rearrangement was made without access to Garfinkel's data and without the suppo tt of Garfinkel or his co-workers. The Garfinkel study did not re port exposure and/pr non-exposure in the workplace. Thus, it is im ssible to determine from the Garfinkel study which people were ex loosed to ETS and which were not. Repace and Lowrey simply estimat e< workplace exposure and then treated the hypothetically constru dted classes statistically. This is clearly invalid.
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THE PHENOMENOLOGICAL RISK SSTIMATE The phenomenological estimate provided by Repace and Lowrey
is based primarily on data from a study by Phillips _et _al_ (1980, a;b) of Seventh Day Adventists and other similar individuals in California. The study presented the incidence of many health states in Seventh Day Adventists as compared to the population as a whole. Since the incidence of most diseases is far lower in this group than in the population at large and since this group differs from the populatior at large in many respects including smoking, diet, exercise and various other aspects of lifestyle, the authors of the study, PPhillips _et jal, specifically declined to speculate on causation. In essence, Phillips and his co-workers specifically declined to us>e the data from the study in exactly the way Repace and Lowrey hlave done.
Phillips and colleaguess reported that some adjusted mortality risks for non-smoking Sevenith Day Adventists were different from those for the non-smoking.Ul.S. population as a whole. Part of the difference was explained by selection -- that is, the self-selection of those who chose to convert to that religion. iConverts tend to be better Educated and of a higher socioeconomic status than the LJ.S. population as a whole as well as more disciplined in matters of eating, drinking and exercise. These attributes are generally associated with lowered mortality rates. In addition to the effects of selection, the investigators
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suggested that the low lu:lg cancer incidence among the Seventh Cay Adventists may be rel kted, at least in part, to lack of exposure to smoking. The authors were careful 'to point out that various differences in li; 'estyle, the issue of selection, and differences in exposure w< :re all operating in this comparison. They pointed out that the} could not say how much of the observed difference in lung cancer rates, if any, was attributable to exposure to ETS.
Repace and Lowrey prc ceeded to do what the authors of the Seventh Day Adventist stud y refused to do -- they restricted the data to simulate a cohort study complete with risk ratios.* Phillips and co-workers re ported on health habits and defined a health.habit index. Prom these data Repace and Lowrey reconstructed theoretical risk ratios. Phillis _et _al., were careful to point out that this health habit index was constructed after the fact and that it s validity is unmeasured. Repace and Lowrey ignore this caveat ind, as a result, this line of reasoning in their report is not onl \l uninterpretable but also based on unproved hypothesis.
* Repace and Lowrey refer to, but do not otherwise disclose or discuss, unpublished data that they attribute to Phillips. If Repace and Lowrey possessec unpublished data that mitigated or explained their manipulaticn of the reported Phillips data, they should have presented that data for evaluation.
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The the phenomenological risk calculations made by Repace and Lowrey cannot be reconciled with the Phillips data. The authors invoke concordance among the nine epidemiologic studies previously discussed to support their use of the SDA study. In my view, these epidemiological stuc ies do not provide the consistent support that Repace and Lc:wrey claim. In fact, when viewed as a whole, the available data has not yet established any relationship between ETS and the development of lung cancer. As noted, this is the conclusion that has been reached during the past two years by all of the major reviewing bodies that have examined the issue.
REPACE/LOWREY ESTIMATE OF &GGREGATE RISK BASED ON RISKS IN SMOKERS
In their estimate of aggregate risk, the authors used a linear one-hit risk estima tion model. The linear one-hit model is based on the presumption 11 at there is no threshold for the carcinogenic substance in question. It relies not on a compelling hypothesis based on detail d study of the real system but on a worst case presumption, by using a linear one-hit model, the analyst is saying that he r she does not know what the dose-response curve for th <i carcinogen looks like but that it is clearly no worse than a s ti: aight line limited to a 100 percent response at advanced doses with zero probability of response occurring only at zero do set One thing that should be immediately
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obvious is that the method does not accurately predict the likely number of cancers associa:ed with exposure to a low dose of any carcinogenic substance.
Indeed, use of the linear one-hit is tantamount to our saying that if we wish to set a standard such that the population is exposed to no greater than, for example, a 1x10"^ excess cancer risk, we can derivi; an estimate that we are certain is below the exposure concentration for that risk. That does not mean that going above that: exposure concentration results in a risk greater than 1x1t ut, rather, means that we do not know the upper limit. Thi s result is far different from stating reliably that if the popu] ation is exposed to a particular concentration of a carcinc gen some known excess of cancer deaths can be expected. In my vi ew, the exclusive use of the one-hit model by Repace and Lowre^ cannot be justified in this context. To understand why requires a brief discussion of the current status of risk modeling.
Currently a number of mathematical models are employed to estimate the human cancer risk following exposure to typically low levels of carcinogens. In general, these models fall into two broad categories: (1) tol erance distribution models and (2) stochastic models.
Tolerance distributio n models are based on the assumption that every person in the p opulation has his or her own individual
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tolerance to the carcinogen in question. Exposure to this carcinogen at any level bwlow this tolerance is assumed to have no effect on the person. However, exposure to the agent at a level greater than the tolerance results in a carcinogenic effect. The tolerances are assumed to vary among individuals in the population. In essence, vihile each person has a threshold, there may be no population threshold with the minimum tolerance being zero. Assumptions about t:olerance determine the dose-response curve. Examples of the mo)st commonly employed tolerance distributions are the (a) log-normal, which gives rise to the probit model; (b) the log-logistic, which gives rise to the logistic model; (c) the Weibull model and (d) the Gamma-multi-hit model.
By contrast,, stochastic models are founded on the premise that a carcinogenic response results as a consequence of a random occurrence of one or more biological events and, further, that each individual in the population has an equal probability of these events occurring at a particular dose. The one-hit model that was used by Repace and Lowrey assumes that a cancer may occur after the critical site has; been hit by a single biologically effective dose. The multi-hit model follows directly from the one-hit model but assumes that more than one hit is needed to cause the cancer. The multi-stage model assumes that the initiation of the process cf carcinogenesis is caused by a number of different stages or biological events, the time rate of occurrence being linearly related to the dose.
SPI-00196
Data from high-dose animal experiments yield nearly identical
estimated models yet thei:: low-dose behavior is quite different.
The shape of the dose-response relationship at low doses has a
critical effect on the estimation of risk at such levels of
exposure. For example, the one-hit model is linear at low doses,
whereas the logit, Weibul], multi-hit and multi-stage models may
be either linear or sublirear at low doses. The probit model is
always sublinear at low dcses and always results in lower risk
estimations than other raoqels.
When different models have been applied to the same set of
data they typically yield markedly varying estimates of risk.
Krewski and Vay Ryzin (198 1) described risk assessments for twenty
individual chemicals. The calculations unequivocally revealed
I considerable differences i n the estimation of risk among the six
models. Figure 1 depicts the results reported by Krewski and Van
Ryzin for four carcinogens In general, for a fixed dose the
linear or one-hit model co n'sistently resulted in the highest
estimate of risk followed sy the multi-stage. The risk estimates
for the multi-hit and the logit models are in reasonable accord
with each other but are no ticeably less conservative than the
previously mentioned model
As noted earlier, the probit model
provides the lowest estima :e of risk.
If the estimates prov Lded by these dose response models vary
so widely at low doses, how can they be used for risk estimation
and thus guidance? It is natural to ask if it is possible that
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on or two of the models nay be more biologically plausible than the others. If so, which one and what should be the criteria for deciding on which model t:b use?
In deciding upon whi:h model to use to predict dose-response relationships at low leveLs (levels of carcinogen exposure), it is critical that insofar as 'possible the model be consistent with the present understanding of :he process of carcinogenesis in the affected system. This line of reasoning has been a major argument by EPA in justifying the adoption of the multi-stage model since it incorporates several important insights into chemical carcinogenesis, including the premise that carcinogenesis may originate within a single cell and may involve a number of stages. However, even this model las limitations that affect the credibility of its risk estimates. For example, the multi-stage model is limited by the fact that no one knows how many stages there are in the process c f carcinogenesis. Consequently, specifying the number of s tages in the multi-stage model estimates is in fact not based on a knowledge of the complete process of carcinogenesis. Far worse are models, such as the one-hit model, that incorrectly assume thJat the quantity of a carcinogen finding its way to the critical cellular sites is proportional to the total exposure. In this overly simple model, the important biological mechanisms of activation and detoxification are ignored.
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A lack of biological plausibility on the individual level. stemming from knowledge c f the process of carcinogenesis, has been a major criticism of tol ranee distribution models such as the probit and logit models, While it is true that these models do not specifically address the nature of the carcinogenesis process on the individual level. they do use the well established fact that differential susceptibility to carcinogenic agents within any population. As noted ear lier, the stochastic models assume incorrectly that each ind ividual has an equal likelihood of developing cancer from a fixed dose. Present understandings of the process of carcinogen esis acknowledge that suceptibility to developing cancer is markedly affected by a number of factors such as heredity, diet and age The tolerance distribution models at least indirectly recognize this while the stochastic models do not.
Given the foregoing. it can be concluded that each model has limitations and is difficult to justify solely on its own merits. For this reason, when regulatory bodies such as EPA, FDA and OSHA have been required to provide estimates of risk, they consider the range of risk estimates tiese models provide. Then, to limit uncertainty, a goodness o>: fit analysis is routinely used to place the disparate risk estimai:es in perspective,
The use of the one-hi Lt model for any serious risk analysis is inappropriate and technicrally without merit. If the results provided by the one-hit model are desired for completeness and comparison to other more valid approaches, it must be bounded by goodness of fit considerations.
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In summary, there ar5 currently two classes of risk models -- (1) stochastic and (2) toLerance distribution. Neither of these classes is satisfactory in inteself inasmuch as ach explains only part of the process of carcinogenesis. Thus, while tumor induction is to a certain extent probabilistic, the susceptibility is known to vary between individuals. This means that none of the available models, used in isolation, has sufficient biological plausibility for widesprec.d scientific acceptance. The one-hit model is generally considered to provide the least plausible and appropriate approach to risk assessment.
The Repace/Lowrey analysis relies exclusively on the one-hit model. Their analysis thus demonstrates a lack of insight into the discipline of risk assessment and a disregard for the minimum requirements for rigor in |such analyses.
FINAL NOTE Based on the foregoing, a number of conclusions can be drawn
regarding the Repace/Lowrey analysis of ETS and lung cancer. As to estimates provided by t\ie phenomenological model, I conclude that:
They are at irrelevant, and probably incorrect They rely on data from studies that have been widely criticized and .involve calculations fabricated from data of uncertain origin. This view is not unique to ourselves inasmuch as when reviewed by EPA itself, similar conclusions were reached.
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An evaluation of the Repace and Lowrey analysis was made by
an epidemiologist from th e Carcinogen Assessment Group (CAG) of
the Enrivonmental Protect ion Agency. This evaluation discounted the conclusions of Repace and Lowrey that were based on the SDA study (the phenomenologic al risk estimate). The EPA reviewer stated that the authors "pttempted to minimize the possibility that lifestyle differenced other than smoking may be partially accountable for the difference in lung cancer risk, but the issue has not been resolved." "he CAG epidemiologist expressed serious reservations regarding Repace and Lowrey's use of data from the Hirayama study to support the findings of the phenomenologic risk model.
As regards the one-hilt model. ' The analysis lacks a discussion of the results obtained
with other mathema tical models. Exclusive reliance on the one-hit model is not justified
.either statistical ly or biologically.
The risk estimate thus derived lacks even minimal basis or justification.
Although the CAG reviewer fell short of totally discounting the one-hit estimates of Rapace and Lowrey, the reviewer did characterize the one-hit e stimates as "crude." Given the current status of risk modeling, w a conclude that the estimates provided by the one-hit model are o no relevance to the issue of the relationship between ETS a hd lung cancer in non-smokers.
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