Several studies of good quality demonstrated changes in lifestyle habits arising from the provision of genetic interventions .
The most promising lifestyle changes were changes in nutrition .
Conclusions : It is possible to facilitate behaviour change using genetic testing as the catalyst .
Background : Study ing the impact of  genetic testing interventions on lifestyle behaviour change  has been a priority area of research in recent years .
Substantial heterogeneity exists in the results and conclusions of this literature , which has yet to be explained using vali date d behaviour change theory and an assessment of the quality of genetic interventions .
The theory of planned behaviour ( TPB ) helps to explain key contributors to behaviour change .
It has been hypothesized that personalization could be added to this theory to help predict changes in health behaviours .
Purpose : This systematic review provides a detailed , comprehensive identification , assessment , and summary of primary research articles pertaining to  lifestyle behaviour change  ( nutrition , physical activity , sleep , and smoking ) result ing from  genetic testing interventions .
The present review further aims to provide in-depth analyses of studies conducted to date within the context of the TPB and the quality of genetic interventions provided to participants while aim ing to determine whether or not genetic testing facilitates changes in lifestyle habits .
This review is timely in light of a recently published “ call-to-action ” paper , highlighting the need to incorporate the TPB into personalized healthcare behaviour change research .
Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin.
BACKGROUND Type 2 diabetes affects approximately 8 percent of adults in the United States . Some risk factors -- elevated plasma glucose concentrations in the fasting state and after an oral glucose load , overweight , and a sedentary lifestyle -- are potentially reversible . We hypothesized that modifying these factors with a lifestyle-intervention program or the administration of metformin would prevent or delay the development of diabetes . METHODS We r and omly assigned 3234 nondiabetic persons with elevated fasting and post-load plasma glucose concentrations to placebo , metformin ( 850 mg twice daily ) , or a lifestyle-modification program  with the goals of at least a 7 percent weight loss and at least 150 minutes of physical activity per week . The mean age of the participants was 51 years , and the mean body-mass index ( the weight in kilograms divided by the square of the height in meters ) was 34.0 ; 68 percent were women , and 45 percent were members of minority groups . RESULTS The average follow-up was 2.8 years . The incidence of diabetes was 11.0 , 7.8 , and 4.8 cases per 100 person-years in the placebo , metformin , and lifestyle groups , respectively . The lifestyle intervention reduced the incidence by 58 percent ( 95 percent confidence interval , 48 to 66 percent ) and metformin by 31 percent ( 95 percent confidence interval , 17 to 43 percent ) , as compared with placebo ; the lifestyle intervention was significantly more effective than metformin . To prevent one case of diabetes during a period of three years , 6.9 persons would have to participate in the lifestyle-intervention program , and 13.9 would have to receive metformin . CONCLUSIONS Lifestyle changes and treatment with metformin both reduced the incidence of diabetes in persons at high risk . The lifestyle intervention was more effective than metformin
Several studies of good quality demonstrated changes in lifestyle habits arising from the provision of genetic interventions .
The most promising lifestyle changes were changes in nutrition .
Conclusions : It is possible to facilitate behaviour change using genetic testing as the catalyst .
Background : Study ing the impact of  genetic testing interventions on lifestyle behaviour change  has been a priority area of research in recent years .
Substantial heterogeneity exists in the results and conclusions of this literature , which has yet to be explained using vali date d behaviour change theory and an assessment of the quality of genetic interventions .
The theory of planned behaviour ( TPB ) helps to explain key contributors to behaviour change .
It has been hypothesized that personalization could be added to this theory to help predict changes in health behaviours .
Purpose : This systematic review provides a detailed , comprehensive identification , assessment , and summary of primary research articles pertaining to  lifestyle behaviour change  ( nutrition , physical activity , sleep , and smoking ) result ing from  genetic testing interventions .
The present review further aims to provide in-depth analyses of studies conducted to date within the context of the TPB and the quality of genetic interventions provided to participants while aim ing to determine whether or not genetic testing facilitates changes in lifestyle habits .
This review is timely in light of a recently published “ call-to-action ” paper , highlighting the need to incorporate the TPB into personalized healthcare behaviour change research .