title: Quantifying potential health impacts of cadmium in cigarettes on smoker risk of lung cancer: a portfolio-of-mechanisms approach.
abstract: This article introduces an approach to estimating the uncertain potential effects on lung cancer risk of removing a particular constituent, cadmium (Cd), from cigarette smoke, given the useful but incomplete scientific information available about its modes of action. The approach considers normal cell proliferation; DNA repair inhibition in normal cells affected by initiating events; proliferation, promotion, and progression of initiated cells; and death or sparing of initiated and malignant cells as they are further transformed to become fully tumorigenic. Rather than estimating unmeasured model parameters by curve fitting to epidemiological or animal experimental tumor data, we attempt rough estimates of parameters based on their biological interpretations and comparison to corresponding genetic polymorphism data. The resulting parameter estimates are admittedly uncertain and approximate, but they suggest a portfolio approach to estimating impacts of removing Cd that gives usefully robust conclusions. This approach views Cd as creating a portfolio of uncertain health impacts that can be expressed as biologically independent relative risk factors having clear mechanistic interpretations. Because Cd can act through many distinct biological mechanisms, it appears likely (subjective probability greater than 40%) that removing Cd from cigarette smoke would reduce smoker risks of lung cancer by at least 10%, although it is possible (consistent with what is known) that the true effect could be much larger or smaller. Conservative estimates and assumptions made in this calculation suggest that the true impact could be greater for some smokers. This conclusion appears to be robust to many scientific uncertainties about Cd and smoking effects.
authors.affiliation: Cox Associates and University of Colorado, 503 Franklin St., Denver, CO 80218, USA. tcoxdenver@ad.com
authors.forename: Louis Anthony Tony
authors.initials: LA
authors.lastname: Cox
mesh_terms: D000818:Animals; D002104:Cadmium / Q000633:toxicity*; D049109:Cell Proliferation / Q000187:drug effects; D004260:DNA Repair / Q000187:drug effects; D004195:Disease Models, Animal; D020022:Genetic Predisposition to Disease; D006801:Humans; D008175:Lung Neoplasms / Q000139:chemically induced / Q000209:etiology / Q000235:genetics; D011110:Polymorphism, Genetic; D051381:Rats; D017382:Reactive Oxygen Species; D012306:Risk; D018570:Risk Assessment / Q000379:methods; D012907:Smoking / Q000009:adverse effects*; D013269:Stochastic Processes
chemical_list: D017382:Reactive Oxygen Species; D002104:Cadmium