OBJECTIVE: To explore the nature of genetic and environmental susceptibility to multiple sclerosis (MS) and to define the limits of this nature based on the statistical uncertainties regarding the various epidemiological observations that have been made.
BACKGROUND: Certain parameters of MS-epidemiology can be directly observed (e.g., the risk of MS-recurrence in siblings and twins of an MS proband, the proportion of women among MS patients, the population-prevalence of MS, and the time-dependent changes in the sex-ratio). By contrast, other parameters can only be inferred from the observable parameters (e.g., the proportion of the population that is genetically susceptible, the proportion of women among susceptible individuals, the probability that a susceptible individual will experience an environment sufficient to cause MS given their genotype, and if they do, the probability that they will ultimately develop the disease).
DESIGN/METHODS: The “genetically-susceptible” subset (G) of the population (Z) is defined to include everyone with anynon-zero life-time chance of developing MS. For the observed parameters, plausible ranges are assigned values such that they include either the 95% confidence intervals or the estimated parameter-ranges for each observation. By contrast, for the non-observed parameters, the ranges are assigned such that they cover any plausible value for each parameter. Using both a Cross-sectional Model and a Longitudinal Model, together with established parameter relationships, we explore iteratively trillions of potential parameter combinations and determine those combinations (solutions) that are constrained by the observed parameter ranges.
RESULTS: Using both Models, under all circumstances, genetic-susceptibitly is limited to to less than 52% of the population. If solutions are excluded, in which susceptible women either comprise less than 18% of susceptible individuals or have a penetrance more than 20 times that in susceptible men, then both Models agree that genetic-susceptibility is limited to less than 12% of the population. Consequently, a large number (and likely the large majority) of individuals have no chance whatsoever of developing MS, regardless of their environmental exposure. Also, although the penetrance of MS in susceptible women is greater than it is in men and, for most solutions, susceptible men outnumber susceptible women. As expected, the probability that susceptible individuals will develop MS increases with an increased likelihood of individuals experiencing a sufficient environmental exposure. Nevertheless, as this probability approaches 1, these response-curves plateau at <64% for women and at <23% for men. Finally, under current environmental conditions are such that more than 68% of susceptible individuals are experiencing an environment sufficient to cause MS given their particular genotype.
CONCLUSIONS: The development of clinical MS (in an individual) requires both that they have the appropriate genotype (which is quite rare in the population) and that they have an environmental exposure sufficient to cause MS given their particular genotype (which is currently quite common among susceptible individuals). Nevertheless, even when the necessary genetic and environmental factors, required for MS pathogenesis, co-occur for an individual, this is still insufficient for that person to develop MS. Rather, disease pathogenesis, even in this circumstance, involves an important element of chance.