human
***TASK*** the task is to summarize an input biomedical literature in six sentences 
    ***INPUT*** the input is a biomedical literature 
    ***OUTPUT*** the output is the summary of an input biomedical literature in six sentences 
    ***DOCUMENTATION*** 
    ***EXAMPLES*** 
    Input: The aim of the Finnish Diabetes Prevention Study is to assess the efficacy of an intensive diet-exercise programme in preventing or delaying  type 2 diabetes in individuals with impaired glucose tolerance ( IGT ) and to evaluate the effect of the programme on the risk factors of atherosclerotic vascular diseases and the incidence of cardiovascular events . In this ongoing study , a total of 523 overweight subjects with IGT based on two oral glucose tolerance tests were r and omized to either an intervention group or a control group . The main measure in the intervention group is individual dietary advice aim ed at reducing weight and intake of saturated fat and increasing intake of dietary fibre . The intervention subjects are individually guided to increase their level of physical activity .  The control group receives general information about the benefits of weight reduction , physical activity and healthy diet in the prevention of diabetes . A pilot study began in 1993 , and recruitment ended in 1998 . By the end of April 1999 there were 65 new cases of diabetes , 34 drop-outs and one death . The weight reduction was greater ( -4.6 kg ) at 1 year in the intervention group ( n = 152 ) than in the control group ( n = 143 , -0.9 kg , P < 0.0001 ) , and this difference was sustained in the second year of follow-up . At 1 year 43.4 % and at 2 years 41.8 % of the intervention subjects had achieved a weight reduction of at least 5 kg , while the corresponding figures for the control subjects were 14.0 and 12.0 % ( P < 0.001 between the groups ) . At 1 year the intervention group showed significantly greater reductions in 2 h glucose , fasting and 2 h insulin , systolic and diastolic blood pressure , and serum triglycerides . Most of the beneficial changes in cardiovascular risk factors were sustained for 2 years . These interim results of the ongoing Finnish Diabetes Prevention Study demonstrate the efficacy and feasibility of the lifestyle intervention programme Background : Research on the translation of efficacious lifestyle change programs to prevent type 2 diabetes into community or clinical setting s is needed . Objective : The objective of this study was to examine the reach , implementation , and efficacy of a 6-month lifestyle program implemented in primary care by nurse practitioners ( NPs ) for adults at risk of type 2 diabetes . Methods : The NP sites ( n = 4 ) were r and omized to an enhanced st and ard care program ( one  NP  and one  nutrition session ) or a lifestyle program ( enhanced st and ard care and six NP sessions ) . These NPs recruited adults at risk of diabetes from their practice ( n = 58 ) , with an acceptance rate of 70 % . Results : The program reached a diverse , obese , and moderately low income sample . The NPs were able to successfully implement the protocol s. The average length of the program was 9.3 months . Attendance was high ( 98 % ) , and attrition was low ( 12 % ) . The NPs were able to adopt the educational , behavioral , and psychosocial strategies of the intervention easily . Motivational interviewing was more difficult for NPs . Mixed-model repeated- measures analysis indicated significant trends or improvement in both groups for nutrition and exercise behavior . Participants of the lifestyle program demonstrated trends for better high-density lipoprotein ( HDL ) and exercise behavior compared with the enhanced st and ard care participants . Twenty-five percent of lifestyle participants met treatment goals of 5 % weight loss compared with 11 % of st and ard care participants . Discussion : A lifestyle program can be implemented in primary care by NPs , reach the targeted population , and be modestly successful . Further research is indicated BACKGROUND In the 2.8 years of the Diabetes Prevention Program ( DPP ) r and omised clinical trial ,  diabetes incidence  in high-risk adults was reduced by 58 % with intensive lifestyle intervention and by 31 % with metformin , compared with placebo . We investigated the persistence of these effects in the long term . METHODS All active DPP participants were eligible for continued follow-up . 2766 of 3150 ( 88 % ) enrolled for a median additional follow-up of 5.7 years ( IQR 5.5 - 5.8 ) . 910 participants were from the lifestyle , 924 from the metformin , and 932 were from the original placebo groups .  On the basis of the benefits from the intensive lifestyle intervention in the DPP , all three groups were offered group-implemented lifestyle intervention . Metformin treatment was continued in the original metformin group ( 850 mg twice daily as tolerated ) , with participants unmasked to assignment , and the original lifestyle intervention group was offered additional lifestyle support . The primary outcome was development of diabetes according to American Diabetes Association criteria . Analysis was by intention-to-treat . This study is registered with Clinical Trials.gov , number NCT00038727 . FINDINGS During the 10.0-year ( IQR 9.0 - 10.5 ) follow-up since r and omisation to DPP , the original lifestyle group lost , then partly regained weight . The modest weight loss with metformin was maintained . Diabetes incidence rates during the DPP were 4.8 cases per 100 person-years ( 95 % CI 4.1 - 5.7 ) in the intensive lifestyle intervention group , 7.8 ( 6.8 - 8.8 ) in the metformin group , and 11.0 ( 9.8 - 12.3 ) in the placebo group . Diabetes incidence rates in this follow-up study were similar between treatment groups : 5.9 per 100 person-years ( 5.1 - 6.8 ) for lifestyle , 4.9 ( 4.2 - 5.7 ) for metformin , and 5.6 ( 4.8 - 6.5 ) for placebo . Diabetes incidence in the 10 years since DPP r and omisation was reduced by 34 % ( 24 - 42 ) in the lifestyle group and 18 % ( 7 - 28 ) in the metformin group compared with placebo . INTERPRETATION During follow-up after DPP , incidences in the former placebo and metformin groups fell to equal those in the former lifestyle group , but the cumulative incidence of diabetes remained lowest in the lifestyle group . Prevention or delay of diabetes with lifestyle intervention or metformin can persist for at least 10 years . FUNDING National Institute of Diabetes and Digestive and Kidney Diseases ( NIDDK ) Background Type 2 diabetes is a major public health problem in Australia with prevalence increasing in parallel with increasing obesity . Prevention is an essential component of strategies to reduce the diabetes burden . There is strong and consistent evidence from r and omised controlled trials that type 2 diabetes can be prevented or delayed through lifestyle modification which improves diet , increases physical activity and achieves weight loss in at risk people . The current challenge is to translate this evidence into routine community setting s , determine feasible and effective ways of delivering the intervention and providing on-going support to sustain successful behavioural changes . Methods / Design The Sydney Diabetes Prevention Program ( SDPP ) is a translational study which will be conducted in 1,550 participants aged 50 - 65 years ( including 100 indigenous people aged 18 years and older ) at high risk of future development of diabetes . Participants will be identified through a screening and recruitment program delivered through primary care and will be offered a community-based lifestyle modification intervention . The intervention comprises an initial individual session and three group sessions based on behaviour change principles and focuses on five goals : 5 % weight loss , 210 min/week physical activity ( aerobic and strength training exercise ) , limit dietary fat and saturated fat to less than 30 % and 10 % of energy intake respectively , and at least 15 g/1000 kcal dietary fibre . This is followed by 3-monthly contact with participants to review progress and offer ongoing lifestyle advice for 12 months . The effectiveness and costs of the program on diabetes-related risk factors will be evaluated . Main outcomes include changes in weight , physical activity , and dietary changes ( fat , saturated fat and fibre intake ) . Secondary outcomes include changes in waist circumference , fasting plasma glucose , blood pressure , lipids , quality of life , psychological well being , medication use and health service utilization . Discussion This translational study will ascertain the reach , feasibility , effectiveness and cost-effectiveness of a lifestyle modification program delivered in a community setting through primary health care . If demonstrated to be effective , it will result in recommendations for policy change and practical methods for a wider community program for preventing or delaying the onset of type 2 diabetes in high risk people Clinical trials have demonstrated that lifestyle changes can prevent type 2 diabetes , but the importance of leisure-time physical activity ( LTPA ) is still unclear . We carried out post hoc analyses on the role of LTPA in preventing type 2 diabetes in 487 men and women with impaired glucose tolerance who had completed 12-month LTPA question naires . The subjects were participants in the Finnish Diabetes Prevention Study , a r and omized controlled trial of lifestyle changes including diet , weight loss , and LTPA .  There were 107 new cases of diabetes during the 4.1-year follow-up period . Individuals who increased moderate-to-vigorous LTPA or strenuous , structured LTPA the most were 63 - 65 % less likely to develop diabetes . Adjustment for changes in diet and body weight during the study attenuated the association somewhat ( upper versus lower third : moderate-to-vigorous LTPA , relative risk 0.51 , 95 % CI 0.26 - 0.97 ; strenuous , structured LTPA , 0.63 , 0.35 - 1.13 ) . Low-intensity and lifestyle LTPA  and walking also conferred benefits , consistent with the finding that the change in total LTPA ( upper versus lower third : 0.34 , 0.19 - 0.62 ) was the most strongly associated with incident diabetes . Thus increasing physical activity may substantially reduce the incidence of type 2 diabetes in high-risk individuals BACKGROUND Type 2 diabetes mellitus is increasingly common , primarily because of increases in the prevalence of a sedentary lifestyle and obesity . Whether type 2 diabetes can be prevented by interventions that affect the lifestyles of subjects at high risk for the disease is not known . METHODS We r and omly assigned 522 middle-aged , overweight subjects ( 172 men and 350 women ; mean age , 55 years ; mean body-mass index [ weight in kilograms divided by the square of the height in meters ] , 31 ) with impaired glucose tolerance to either the intervention group or the control group . Each subject in the intervention group received individualized counseling aim ed at reducing weight , total intake of fat , and intake of saturated fat and increasing intake of fiber and physical activity . An oral glucose-tolerance test was performed annually ; the diagnosis of diabetes was confirmed by a second test . The mean duration of follow-up was 3.2 years . RESULTS The mean ( + /-SD ) amount of weight lost between base line and the end of year 1 was 4.2+/-5.1 kg in the intervention group and 0.8+/-3.7 kg in the control group ; the net loss by the end of year 2 was 3.5+/-5.5 kg in the intervention group and 0.8+/-4.4 kg in the control group ( P<0.001 for both comparisons between the groups ) . The cumulative incidence of diabetes after four years was 11 percent ( 95 percent confidence interval , 6 to 15 percent ) in the intervention group and 23 percent ( 95 percent confidence interval , 17 to 29 percent ) in the control group . During the trial , the risk of diabetes was reduced by 58 percent ( P<0.001 ) in the intervention group . The reduction in the incidence of diabetes was directly associated with changes in lifestyle . CONCLUSIONS Type 2 diabetes can be prevented by changes in the lifestyles of high-risk subjects BACKGROUND Lifestyle interventions can prevent the deterioration of impaired glucose tolerance to manifest type 2 diabetes , at least as long as the intervention continues . In the extended follow-up of the Finnish Diabetes Prevention Study , we assessed the extent to which the originally-achieved lifestyle changes and risk reduction remain after discontinuation of active counselling . METHODS Overweight , middle-aged men ( n=172 ) and women ( n=350 ) with impaired glucose tolerance were r and omly assigned to intensive lifestyle intervention or control group . After a median of 4 years of active intervention period , participants who were still free of diabetes were further followed up for a median of 3 years , with median total follow-up of 7 years . Diabetes incidence , bodyweight , physical activity , and dietary intakes of fat , saturated fat , and fibre were measured . FINDINGS During the total follow-up , the incidence of type 2 diabetes was 4.3 and 7.4 per 100 person-years in the intervention and control group , respectively ( log-rank test p=0.0001 ) , indicating 43 % reduction in relative risk . The risk reduction was related to the success in achieving the intervention goals of weight loss , reduced intake of total and saturated fat and increased intake of di 
    Output:
    
agent
This review also found mixed views on the value of preventative services within primary care .
The third theme was centred on professional factors impacting on diabetes prevention which included workload , time constraints , re sources , self-efficacy and knowledge as well as professionals ' perception of patient motivations towards change .
***TASK*** the task is to summarize an input biomedical literature in six sentences 
    ***INPUT*** the input is a biomedical literature 
    ***OUTPUT*** the output is the summary of an input biomedical literature in six sentences 
    ***DOCUMENTATION*** 
    ***EXAMPLES*** 
    Input: The aim of the Finnish Diabetes Prevention Study is to assess the efficacy of an intensive diet-exercise programme in preventing or delaying  type 2 diabetes in individuals with impaired glucose tolerance ( IGT ) and to evaluate the effect of the programme on the risk factors of atherosclerotic vascular diseases and the incidence of cardiovascular events . In this ongoing study , a total of 523 overweight subjects with IGT based on two oral glucose tolerance tests were r and omized to either an intervention group or a control group . The main measure in the intervention group is individual dietary advice aim ed at reducing weight and intake of saturated fat and increasing intake of dietary fibre . The intervention subjects are individually guided to increase their level of physical activity .  The control group receives general information about the benefits of weight reduction , physical activity and healthy diet in the prevention of diabetes . A pilot study began in 1993 , and recruitment ended in 1998 . By the end of April 1999 there were 65 new cases of diabetes , 34 drop-outs and one death . The weight reduction was greater ( -4.6 kg ) at 1 year in the intervention group ( n = 152 ) than in the control group ( n = 143 , -0.9 kg , P < 0.0001 ) , and this difference was sustained in the second year of follow-up . At 1 year 43.4 % and at 2 years 41.8 % of the intervention subjects had achieved a weight reduction of at least 5 kg , while the corresponding figures for the control subjects were 14.0 and 12.0 % ( P < 0.001 between the groups ) . At 1 year the intervention group showed significantly greater reductions in 2 h glucose , fasting and 2 h insulin , systolic and diastolic blood pressure , and serum triglycerides . Most of the beneficial changes in cardiovascular risk factors were sustained for 2 years . These interim results of the ongoing Finnish Diabetes Prevention Study demonstrate the efficacy and feasibility of the lifestyle intervention programme Background : Research on the translation of efficacious lifestyle change programs to prevent type 2 diabetes into community or clinical setting s is needed . Objective : The objective of this study was to examine the reach , implementation , and efficacy of a 6-month lifestyle program implemented in primary care by nurse practitioners ( NPs ) for adults at risk of type 2 diabetes . Methods : The NP sites ( n = 4 ) were r and omized to an enhanced st and ard care program ( one  NP  and one  nutrition session ) or a lifestyle program ( enhanced st and ard care and six NP sessions ) . These NPs recruited adults at risk of diabetes from their practice ( n = 58 ) , with an acceptance rate of 70 % . Results : The program reached a diverse , obese , and moderately low income sample . The NPs were able to successfully implement the protocol s. The average length of the program was 9.3 months . Attendance was high ( 98 % ) , and attrition was low ( 12 % ) . The NPs were able to adopt the educational , behavioral , and psychosocial strategies of the intervention easily . Motivational interviewing was more difficult for NPs . Mixed-model repeated- measures analysis indicated significant trends or improvement in both groups for nutrition and exercise behavior . Participants of the lifestyle program demonstrated trends for better high-density lipoprotein ( HDL ) and exercise behavior compared with the enhanced st and ard care participants . Twenty-five percent of lifestyle participants met treatment goals of 5 % weight loss compared with 11 % of st and ard care participants . Discussion : A lifestyle program can be implemented in primary care by NPs , reach the targeted population , and be modestly successful . Further research is indicated BACKGROUND In the 2.8 years of the Diabetes Prevention Program ( DPP ) r and omised clinical trial ,  diabetes incidence  in high-risk adults was reduced by 58 % with intensive lifestyle intervention and by 31 % with metformin , compared with placebo . We investigated the persistence of these effects in the long term . METHODS All active DPP participants were eligible for continued follow-up . 2766 of 3150 ( 88 % ) enrolled for a median additional follow-up of 5.7 years ( IQR 5.5 - 5.8 ) . 910 participants were from the lifestyle , 924 from the metformin , and 932 were from the original placebo groups .  On the basis of the benefits from the intensive lifestyle intervention in the DPP , all three groups were offered group-implemented lifestyle intervention . Metformin treatment was continued in the original metformin group ( 850 mg twice daily as tolerated ) , with participants unmasked to assignment , and the original lifestyle intervention group was offered additional lifestyle support . The primary outcome was development of diabetes according to American Diabetes Association criteria . Analysis was by intention-to-treat . This study is registered with Clinical Trials.gov , number NCT00038727 . FINDINGS During the 10.0-year ( IQR 9.0 - 10.5 ) follow-up since r and omisation to DPP , the original lifestyle group lost , then partly regained weight . The modest weight loss with metformin was maintained . Diabetes incidence rates during the DPP were 4.8 cases per 100 person-years ( 95 % CI 4.1 - 5.7 ) in the intensive lifestyle intervention group , 7.8 ( 6.8 - 8.8 ) in the metformin group , and 11.0 ( 9.8 - 12.3 ) in the placebo group . Diabetes incidence rates in this follow-up study were similar between treatment groups : 5.9 per 100 person-years ( 5.1 - 6.8 ) for lifestyle , 4.9 ( 4.2 - 5.7 ) for metformin , and 5.6 ( 4.8 - 6.5 ) for placebo . Diabetes incidence in the 10 years since DPP r and omisation was reduced by 34 % ( 24 - 42 ) in the lifestyle group and 18 % ( 7 - 28 ) in the metformin group compared with placebo . INTERPRETATION During follow-up after DPP , incidences in the former placebo and metformin groups fell to equal those in the former lifestyle group , but the cumulative incidence of diabetes remained lowest in the lifestyle group . Prevention or delay of diabetes with lifestyle intervention or metformin can persist for at least 10 years . FUNDING National Institute of Diabetes and Digestive and Kidney Diseases ( NIDDK ) Background Type 2 diabetes is a major public health problem in Australia with prevalence increasing in parallel with increasing obesity . Prevention is an essential component of strategies to reduce the diabetes burden . There is strong and consistent evidence from r and omised controlled trials that type 2 diabetes can be prevented or delayed through lifestyle modification which improves diet , increases physical activity and achieves weight loss in at risk people . The current challenge is to translate this evidence into routine community setting s , determine feasible and effective ways of delivering the intervention and providing on-going support to sustain successful behavioural changes . Methods / Design The Sydney Diabetes Prevention Program ( SDPP ) is a translational study which will be conducted in 1,550 participants aged 50 - 65 years ( including 100 indigenous people aged 18 years and older ) at high risk of future development of diabetes . Participants will be identified through a screening and recruitment program delivered through primary care and will be offered a community-based lifestyle modification intervention . The intervention comprises an initial individual session and three group sessions based on behaviour change principles and focuses on five goals : 5 % weight loss , 210 min/week physical activity ( aerobic and strength training exercise ) , limit dietary fat and saturated fat to less than 30 % and 10 % of energy intake respectively , and at least 15 g/1000 kcal dietary fibre . This is followed by 3-monthly contact with participants to review progress and offer ongoing lifestyle advice for 12 months . The effectiveness and costs of the program on diabetes-related risk factors will be evaluated . Main outcomes include changes in weight , physical activity , and dietary changes ( fat , saturated fat and fibre intake ) . Secondary outcomes include changes in waist circumference , fasting plasma glucose , blood pressure , lipids , quality of life , psychological well being , medication use and health service utilization . Discussion This translational study will ascertain the reach , feasibility , effectiveness and cost-effectiveness of a lifestyle modification program delivered in a community setting through primary health care . If demonstrated to be effective , it will result in recommendations for policy change and practical methods for a wider community program for preventing or delaying the onset of type 2 diabetes in high risk people Clinical trials have demonstrated that lifestyle changes can prevent type 2 diabetes , but the importance of leisure-time physical activity ( LTPA ) is still unclear . We carried out post hoc analyses on the role of LTPA in preventing type 2 diabetes in 487 men and women with impaired glucose tolerance who had completed 12-month LTPA question naires . The subjects were participants in the Finnish Diabetes Prevention Study , a r and omized controlled trial of lifestyle changes including diet , weight loss , and LTPA .  There were 107 new cases of diabetes during the 4.1-year follow-up period . Individuals who increased moderate-to-vigorous LTPA or strenuous , structured LTPA the most were 63 - 65 % less likely to develop diabetes . Adjustment for changes in diet and body weight during the study attenuated the association somewhat ( upper versus lower third : moderate-to-vigorous LTPA , relative risk 0.51 , 95 % CI 0.26 - 0.97 ; strenuous , structured LTPA , 0.63 , 0.35 - 1.13 ) . Low-intensity and lifestyle LTPA  and walking also conferred benefits , consistent with the finding that the change in total LTPA ( upper versus lower third : 0.34 , 0.19 - 0.62 ) was the most strongly associated with incident diabetes . Thus increasing physical activity may substantially reduce the incidence of type 2 diabetes in high-risk individuals BACKGROUND Type 2 diabetes mellitus is increasingly common , primarily because of increases in the prevalence of a sedentary lifestyle and obesity . Whether type 2 diabetes can be prevented by interventions that affect the lifestyles of subjects at high risk for the disease is not known . METHODS We r and omly assigned 522 middle-aged , overweight subjects ( 172 men and 350 women ; mean age , 55 years ; mean body-mass index [ weight in kilograms divided by the square of the height in meters ] , 31 ) with impaired glucose tolerance to either the intervention group or the control group . Each subject in the intervention group received individualized counseling aim ed at reducing weight , total intake of fat , and intake of saturated fat and increasing intake of fiber and physical activity . An oral glucose-tolerance test was performed annually ; the diagnosis of diabetes was confirmed by a second test . The mean duration of follow-up was 3.2 years . RESULTS The mean ( + /-SD ) amount of weight lost between base line and the end of year 1 was 4.2+/-5.1 kg in the intervention group and 0.8+/-3.7 kg in the control group ; the net loss by the end of year 2 was 3.5+/-5.5 kg in the intervention group and 0.8+/-4.4 kg in the control group ( P<0.001 for both comparisons between the groups ) . The cumulative incidence of diabetes after four years was 11 percent ( 95 percent confidence interval , 6 to 15 percent ) in the intervention group and 23 percent ( 95 percent confidence interval , 17 to 29 percent ) in the control group . During the trial , the risk of diabetes was reduced by 58 percent ( P<0.001 ) in the intervention group . The reduction in the incidence of diabetes was directly associated with changes in lifestyle . CONCLUSIONS Type 2 diabetes can be prevented by changes in the lifestyles of high-risk subjects BACKGROUND Lifestyle interventions can prevent the deterioration of impaired glucose tolerance to manifest type 2 diabetes , at least as long as the intervention continues . In the extended follow-up of the Finnish Diabetes Prevention Study , we assessed the extent to which the originally-achieved lifestyle changes and risk reduction remain after discontinuation of active counselling . METHODS Overweight , middle-aged men ( n=172 ) and women ( n=350 ) with impaired glucose tolerance were r and omly assigned to intensive lifestyle intervention or control group . After a median of 4 years of active intervention period , participants who were still free of diabetes were further followed up for a median of 3 years , with median total follow-up of 7 years . Diabetes incidence , bodyweight , physical activity , and dietary intakes of fat , saturated fat , and fibre were measured . FINDINGS During the total follow-up , the incidence of type 2 diabetes was 4.3 and 7.4 per 100 person-years in the intervention and control group , respectively ( log-rank test p=0.0001 ) , indicating 43 % reduction in relative risk . The risk reduction was related to the success in achieving the intervention goals of weight loss , reduced intake of total and saturated fat and increased intake of di 
    Output:
    