SeriesFamily health history: underused for actionable risk assessment
Introduction
A detailed family health history (FHH) is the most useful tool for risk assessment for common chronic diseases. The relative risks and odds ratios (ORs) for various cancers, stroke, type 2 diabetes, and cardiovascular diseases exceed 2 for people with an affected first degree relative, and exceed 4 for many of these diseases if there is more than one affected first degree relative.1 Although the Human Genome Project, genome-wide association studies, genome sequencing, and polygenic risk scores all portend a similar ability, FHH has remained the gold standard for risk assessment. The goals of precision health care and the capture and use of a high quality FHH are highly aligned. Precision health care aims to gather environmental, molecular, and social information from a person to make decisions that are tailored to that individual. FHH contains information relevant to these spheres of risk. Furthermore, FHH can help with decisions early in life to mitigate risks of diseases that might present later, such as adoption of better dietary habits in the face of the risk of heart disease or of diabetes. An FHH can be added to and passed on to future generations, providing a foundational risk profile for immediate family and their progeny for generations to come.
Section snippets
FHH and health risk assessment
In 1961, Kannel and colleagues2 first used the term “factors of risk,” indicating that male sex, diabetes, high serum cholesterol, high blood pressure, and a positive FHH of early heart disease could inform a model for predicting heart disease, which is now widely known as the Framingham Risk Score.3 These same risk factors have now become the basis for health risk assessments (HRAs) for heart disease. HRAs are an essential component of establishing an individual's risk for developing common
Using FHH tools versus conventional acquisition of FHH
FHH is underused by practitioners and represents a missed opportunity for risk stratification.20 A systematic review21 found a 46–78% improvement in data recording by FHH tools as compared with the use of standard practice. FHH tools show excellent concordance with structured pedigree interviews and the gold standard three-generation pedigree.22 In a study23 of 1124 primary care patients, medical record documentation was insufficient in two-thirds of charts for FHH assessment of six common
Clinical validity and clinical utility of FHH
If FHH is to be collected more systematically and patients are to become a major source of data entry for their FHH, then questions of analytic validity; clinical validity; clinical utility; and ethical, legal, and social issues should be examined. A useful framework for examining these questions is the analytic validity, clinical validity, clinical utility, ethical issues (ACCE) framework.26 Initially developed as a way for policy makers and clinicians to investigate genetic testing
FHH and population health
If applied across the general population, systematic FHH-based risk assessment has the potential to have a substantial effect on population health management. Up to 44% of people meet criteria for increased risk for at least one hereditary condition based on current guidelines, so the potential for impact on health is huge.40 Scaled to a population, FHH becomes a means of assessing the true risk and potential costs that a health system might use to better manage its financial risk. When
Future directions
FHH has the potential to become a key platform for risk assessment, precision health care, and population health management. Genome sequence data combined with FHH, lifestyle, and environmental data will provide the most robust means to identify individuals at risk and clear actions to reduce the risk of common complex diseases. With the advent of global digitisation of medicine and patient and consumer empowerment, health systems around the globe should adopt patient-facing FHH applications
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