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Lewis and Green Genome Medicine           (2021) 13:14                                  Page 7 of 10





            general for psychiatric conditions is hence understudied,  practice, helping to transform the notion and the prac-
            and the possible harms unclear. For example, there are  tice of healthcare from reactive to proactive, from treat-
            potential harms regarding effect on personal identity  ment to prevention.
            that seem especially salient for psychiatric conditions  How disease is conceptualized also has ramifications
            [91]. Second, the phenotype definitions for psychiatric  outside medicine, for example the concept is entrenched
            conditions that are used in GWAS studies are widely ac-  within legislation. In the USA, the Americans with Dis-
            knowledged not to capture the distinct dimensions of  abilities Act covers individuals who are, or who are
            biological underpinnings of the different conditions [92].  regarded as being, limited in a major life activity. GINA
            PRS for psychiatric conditions have been shown to have  covers disease conditions that are not yet “manifested.”
            high pleiotropy, meaning that they associate not just  Those in a “pre-disease” state fall between these statutes,
            with the condition they are based on but for other psy-  and hence do not benefit from the protections they offer
            chiatric conditions [93]. Any clinical use of psychiatric  [98]. The concept of a disease is also central to debates
            PRS would have to consider the potential relevance to  about the ethical permissibility of genetic modification,
            conditions other than the one explicitly tested for.  where the therapy/enhancement divide—which is pri-
              The third reason is the existence of the research  marily based on the concept of a disease—is often
            agenda that looks for genetic correlations between pre-  regarded as relevant by the public and by policy makers
            disposition for psychiatric conditions and various socio-  for distinguishing permissible from impermissible uses
            behavioral traits, such as alcohol use, antisocial behavior,  [99]. The policy implications that result from a changing
            and intelligence (reviewed in [94]). These efforts to link  concept of disease are the most speculative we have con-
            the genetics of medical conditions and social outcomes  sidered here, but they could also be the most far
            expands the potential relevance of being labeled as at  reaching.
            high risk for a psychiatric condition, an expansion which
            may be very unwelcome to many, and which heightens  Conclusions
            the  possibility  that  individuals  may  experience  The prospect of clinical use of PRS is associated with a
            stigmatization because of such a label. Much conceptual  wide variety of ELSI concerns. Many of the issues that
            and empirical work will be needed to understand the  have been and continue to be discussed in the context of
            ramifications of these links to social genomics.  monogenic genetic results are also present in the poly-
                                                              genic context, albeit sometime in modified form. These
            The concept of a disease                          include the relevance of results to family members, the
            It is part of the hope of precision medicine that disease  approach for secondary/incidental findings, the role of
            classification is refined. In this vision, the broad defini-  expert mediators, the potential harms of testing, unique
            tions we have of conditions, based on symptoms and test  concerns for the pediatric population, and the prospect
            results, are replaced with delineations based on differ-  of genetic discrimination. Moreover, two additional as-
            ences in a molecular taxonomy that reflects underlying  pects of the clinical use of PRS raise specific ELSI con-
            biology [95]. In the monogenic setting, this involves  cerns. The first is the potential use of PRS as a tool of
            identifying molecular subtypes of disease, a process that  public health, a use case for which careful thought about
            could prompt more accurate prognoses and potentially  what endpoints we are maximizing for is needed, and for
            new treatments. In the polygenic setting, risk scores are  which the impact on health disparities is central. The
            linked to disease status via the liability-threshold model  second is that PRS can be viewed as a biomarker for risk
            [9]. In this model, liability is a continuous estimation of  of common disease, an area which is already grappling
            summed genetic and environmental attributes related to  with whether and how to incorporate race, ethnicity,
            the causes of a disease. Above a certain threshold of li-  and ancestry, issues that will be particularly acute for
            ability, the disease is present, or else it is absent [96]. In  PRS. PRS as biomarkers for risk also raise questions
            this model, the continuous value—liability—has no rele-  about the very concept of a binary definition of disease.
            vance except in connection with the threshold that  And particularly for PRS for psychiatric conditions,
            determines whether disease is predicted to be present.  associations with sociobehavioral traits complicates their
            Some have proposed that within psychiatry, PRS should  ethical use.
            lead us to abandon this line drawing exercise entirely,  Given the speed with which the science has developed,
            moving away from qualitative (yes/no) diagnoses—even  and the calls for widespread clinical use of PRS, we ur-
            if refined by mild/moderate/severe designations—in  gently need further conceptual and empirical work to
            favor of positioning along quantitative dimensions [97].  define ethically defensible best practices, to establish and
            This same logic might hold for non-psychiatric condi-  track the right outcome metrics, as well as to minimize
            tions. Abandoning the binary classification system could  broader societal harms and unnecessary costs. Some
            have far-reaching, long-term implications on medical  work has already started or is planned, for example the
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