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: Abstract Background Diabetes prevalence is increasing . The Finnish Diabetes Prevention Study ( DPS ) showed a 58 % reduction in Type 2 Diabetes ( T2D ) incidence in adults with impaired glucose tolerance ( IGT ) . The European Diabetes Prevention Study ( EDIPS ) extends the DPS to different European population s , using the same study design . In the Newcastle arm of this study ( EDIPS-Newcastle ) , we tested the hypothesis that T2D can be prevented by lifestyle intervention and explored secondary outcomes in relation to diabetes incidence . Methods We recruited 102 participants ( 42 men and 60 women , mean age 57 years , mean BMI 34 kgm-2 ) with IGT to EDIPS-Newcastle and r and omised to Intervention and usual care Control groups .  The intervention included individual motivational interviewing aim ed at : weight reduction , increase in physical activity , fibre and carbohydrate intake and reduction of fat intake ( secondary outcomes ) . The primary outcome was diagnosis of T2D . Results Mean duration of follow-up was 3.1 years . T2D was diagnosed in 16 participants ( I = 5 , C = 11 ) . Absolute incidence of T2D was 32.7 per 1000 person-years in the Intervention-group and 67.1 per 1000 person-years in the Control-group . The overall incidence of diabetes was reduced by 55 % in the Intervention-group , compared with the Control-group : RR 0.45 ( 95%CI 0.2 to 1.2).Explanatory survival analysis of secondary outcomes showed that those who sustained beneficial changes for two or more years reduced their risk of developing T2D . Conclusion Our results are consistent with other diabetes prevention trials . This study was design ed as part of a larger study and although the sample size limits statistical significance , the results contribute to the evidence that T2D can be prevented by lifestyle changes in adults with IGT . In explanatory analysis small sustained beneficial changes in weight , physical activity or dietary factors were associated with reduction in T2D incidence . Trial Registration International St and ard R and omised Controlled Trial Number registry ( IS RCT N)Registry number : IS RCT N 15670600 http://www.controlled-trials.com/is rct n/ search .html?srch=15670600%26sort=3%26dir = BACKGROUND Public health decision-making is hampered by inappropriate adherence to underpowered r and omized controlled trials ( RCTs ) which give inconclusive results and lead to decision-makers being loath to recommend interventions with strong theoretical and observational support . METHODS We outline situations in which robust decisions about health interventions can be made without trial evidence . We present a new approach in which theory , causal models and past observations are given proper regard in the decision-making process . RESULTS Using our approach , we provide examples where the use of causal theories and observations in areas , such as salt reduction , smoking cessation and gardening to improve mental health , is sufficient for deciding that such interventions are effective for improving health without needing the support of underpowered RCTs . Particularly where RCT evidence is inconclusive , our approach may provide similar aggregate health outcomes for society for vastly lower cost . CONCLUSIONS When knowledge and theoretical underst and ing are unable sufficiently to reduce doubt about the direction of effect from an intervention , decisions should be made using evidence -based medicine approaches . There are , however , many cases where the combination of robust theory , causal underst and ing and observation are able to provide sufficient evidence of the direction of effect from an intervention that current practice should be altered OBJECTIVE To pilot , among women with gestational diabetes mellitus ( GDM ) , the feasibility of a prenatal/postpartum intervention to modify diet and physical activity similar to the Diabetes Prevention Program . The intervention was delivered by telephone , and support for breastfeeding was addressed . RESEARCH DESIGN AND METHODS The goal was to help women return to their prepregnancy weight , if it was normal , or achieve a 5 % reduction from prepregnancy weight if overweight . Eligible participants were identified shortly after a GDM diagnosis ; 83.8 % consented to be r and omly assigned to intervention or usual medical care ( 96 and 101 women , respectively ) . The retention was 85.2 % at 12 months postpartum . RESULTS The proportion of women who reached the postpartum weight goal was higher , although not statistically significant , in the intervention condition than among usual care ( 37.5 vs. 21.4 % , absolute difference 16.1 % , P = 0.07 ) . The intervention was more effective among women who did not exceed the recommended gestational weight gain ( difference in the proportion of women meeting the weight goals : 22.5 % , P = 0.04 ) . The intervention condition decreased dietary fat intake more than the usual care ( condition difference in the mean change in percent of calories from fat : −3.6 % , P = 0.002 ) and increased breastfeeding , although not significantly ( condition difference in proportion : 15.0 % , P = 0.09 ) . No differences in postpartum physical activity were observed between conditions . CONCLUSIONS This study suggests that a lifestyle intervention that starts during pregnancy and continues postpartum is feasible and may prevent pregnancy weight retention and help overweight women lose weight . Strategies to help postpartum women overcome barriers to increasing physical activity are needed Background Type 2 diabetes is a major health problem in many countries including India .  Yoga may be an effective type 2 diabetes prevention strategy in India , particularly given its cultural familiarity . Methods This was a parallel , r and omized controlled pilot study to collect feasibility and preliminary efficacy data on yoga for diabetes risk factors among people at high risk of diabetes . Primary outcomes included : changes in BMI , waist circumference , fasting blood glucose , postpr and ial blood glucose , insulin , insulin resistance , blood pressure , and cholesterol . We also looked at measures of psychological well-being including changes in depression , anxiety , positive and negative affect and perceived stress . Forty-one participants with elevated fasting blood glucose in Bangalore , India were r and omized to either  yoga  ( n = 21 ) or a walking control ( n = 20 ) . Participants were asked to either attend yoga classes or complete monitored walking 3–6 days per week for eight weeks . R and omization and allocation was performed using computer-generated r and om numbers and group assignments delivered in sealed , opaque envelopes generated by off-site study staff . Data were analyzed based on intention to treat . Results This study was feasible in terms of recruitment , retention and adherence . In addition , yoga participants had significantly greater reductions in weight , waist circumference and BMI versus control ( weight −0.8 ± 2.1 vs. 1.4 ± 3.6 , p = 0.02 ; waist circumference −4.2 ± 4.8 vs. 0.7 ± 4.2 , p < 0.01 ; BMI −0.2 ± 0.8 vs. 0.6 ± 1.6 , p = 0.05 ) . There were no between group differences in fasting blood glucose , postpr and ial blood glucose , insulin resistance or any other factors related to diabetes risk or psychological well-being . There were significant reductions in systolic and diastolic blood pressure , total cholesterol , anxiety , depression , negative affect and perceived stress in both the yoga intervention and walking control over the course of the study . Conclusion Among Indians with elevated fasting blood glucose , we found that participation in an 8-week yoga intervention was feasible and result ed in greater weight loss and reduction in waist circumference when compared to a walking control . Yoga offers a promising lifestyle intervention for decreasing weight-related type 2 diabetes risk factors and potentially increasing psychological well-being . Trial registration Clinical Trials.gov Identified NCT00090506 BACKGROUND Since the Diabetes Prevention Project ( DPP ) demonstrated that lifestyle weight-loss interventions can reduce the incidence of diabetes by 58 % , several studies have translated the DPP methods to public health-friendly context s. Although these studies have demonstrated short-term effects , no study to date has examined the impact of a translated DPP intervention on blood glucose and adiposity beyond 12 months of follow-up . PURPOSE To examine the impact of a 24-month , community-based diabetes prevention program on fasting blood glucose , insulin , insulin resistance as well as body weight , waist circumference , and BMI in the second year of follow-up . DESIGN An RCT comparing a 24-month lifestyle weight-loss program ( LWL ) to an enhanced usual care condition ( UCC ) in participants with prediabetes ( fasting blood glucose=95 - 125 mg/dL ) . Data were collected in 2007 - 2011 ; analyses were conducted in 2011 - 2012 . SETTING / PARTICIPANTS 301 participants with prediabetes were r and omized ; 261 completed the study . The intervention was held in community-based sites . INTERVENTION The LWL program was led by community health workers and sought to induce 7 % weight loss at 6 months that would be maintained over time through decreased caloric intake and increased physical activity . The UCC received two visits with a registered dietitian and a monthly newsletter . MAIN OUTCOME MEASURES The main measures were fasting blood glucose , insulin , insulin resistance , body weight , waist circumference , and BMI . RESULTS Intent-to-treat analyses of between-group differences in the average of 18- and 24-month measures of outcomes ( controlling for baseline values ) revealed that the LWL participants experienced greater decreases in fasting glucose ( -4.35 mg/dL ) ; insulin ( -3.01 μU/ml ) ; insulin resistance ( -0.97 ) ; body weight ( -4.19 kg ) ; waist circumference ( -3.23 cm ) ; and BMI ( -1.40 ) , all p-values < 0.01 . CONCLUSIONS A diabetes prevention program administered through an existing community-based system and delivered by community health workers is effective at inducing significant long-term reductions in metabolic indicators and adiposity The purpose of the present study was to evaluate the impact of a lifestyle intervention programme , combined with a daily low-glycaemic index meal replacement , on body-weight and glycaemic control in subjects with impaired glucose regulation ( IGR ) . Subjects with IGR were r and omly assigned to an intervention group ( n 46 ) and a control group ( n 42 ) . Both groups received health counselling at baseline . The intervention group also received a daily meal replacement and intensive lifestyle intervention to promote healthy eating habits during the first 3 months of the study , and follow-up visits performed monthly until the end of the 1-year study . Outcome measurements included changes in plasma glucose , glycated Hb ( HbA1c ) , plasma lipids , body weight , blood pressure and body composition ( such as body fat mass and visceral fat area ) . The results showed that body-weight loss after 1 year was significant in the intervention group compared with the control group ( -1·8 ( SEM 0·35 ) v. -0·6 ( SEM 0·40 ) 2·5 kg , P<0·05 ) . The 2 h plasma glucose concentration decreased 1·24 mmol/l in the intervention group and increased 0·85 mmol/l in the control group ( P<0·05 ) compared with their baseline , respectively . A 5 kg body-weight loss at 1 year was associated with a decrease of 1·49 mmol/l in 2 h plasma glucose ( P<0·01 ) . The incidence of normal glucose regulation ( NGR ) in the two groups was significantly different ( P=0·001 ) . In conclusion , the combination of regular contact , lifestyle advice and meal replacement is beneficial in promoting IGR to NGR Venn  diagrams with three curves are used extensively in various medical and scientific disciplines to visualize relationships between data sets and facilitate data analysis . The area of the regions formed by the overlapping curves is often directly proportional to the cardinality of the depicted set relation or any other related quantitative data . Drawing these diagrams manually is difficult and current automatic drawing methods do not always produce appropriate diagrams . Most methods depict the data sets as circles , as they perceptually pop out as complete distinct objects due to their smoothness and regularity . However , circles can not draw accurate diagrams for most 3-set data and so the generated diagrams often have misleading region areas . Other methods use polygons to draw accurate diagrams . However , polygons are non-smooth and non-symmetric , so the curves are not easily distinguishable and the diagrams are difficult to comprehend . Ellipses are more flexible than circles and are similarly smooth , but none of the current automatic drawing methods use ellipses . We present eulerAPE as the first method and software that uses ellipses for automatically drawing accurate area-proportional Venn diagrams  for 3-set data . We describe the drawing method adopted by eulerAPE and we discuss our evaluation of the effectiveness of  eulerAPE and ellipses for drawing r and om 3-set data . We compare eulerAPE and various other methods that are currently available and we discuss differences between their generated diagrams in terms of accuracy and ease of underst and ing for real world data Background Gestational Diabetes Mellitus ( GDM ) increases risks for type 2 diabetes and weight management is recommended to reduce the risk . Conventional dietary recommendations ( energy-restricted , low fat ) have limited success in women with previous GDM . The effect of lowering Glycaemic Index ( GI ) in managing glycaem 
    Output:
    
agent
Conclusions HbA1c is neither sensitive nor specific for detecting pre‐diabetes ; fasting glucose is specific but not sensitive .
Interventions in people classified through screening as having pre‐diabetes have some efficacy in preventing or delaying onset of type 2 diabetes in trial population s. As screening is inaccurate , many people will receives an incorrect diagnosis and be referred on for interventions while others will be falsely reassured and not offered the intervention .
These findings suggest that “ screen and treat ” policies alone are unlikely to have substantial impact on the worsening epidemic of type 2 diabetes .
***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: Abstract Background Diabetes prevalence is increasing . The Finnish Diabetes Prevention Study ( DPS ) showed a 58 % reduction in Type 2 Diabetes ( T2D ) incidence in adults with impaired glucose tolerance ( IGT ) . The European Diabetes Prevention Study ( EDIPS ) extends the DPS to different European population s , using the same study design . In the Newcastle arm of this study ( EDIPS-Newcastle ) , we tested the hypothesis that T2D can be prevented by lifestyle intervention and explored secondary outcomes in relation to diabetes incidence . Methods We recruited 102 participants ( 42 men and 60 women , mean age 57 years , mean BMI 34 kgm-2 ) with IGT to EDIPS-Newcastle and r and omised to Intervention and usual care Control groups .  The intervention included individual motivational interviewing aim ed at : weight reduction , increase in physical activity , fibre and carbohydrate intake and reduction of fat intake ( secondary outcomes ) . The primary outcome was diagnosis of T2D . Results Mean duration of follow-up was 3.1 years . T2D was diagnosed in 16 participants ( I = 5 , C = 11 ) . Absolute incidence of T2D was 32.7 per 1000 person-years in the Intervention-group and 67.1 per 1000 person-years in the Control-group . The overall incidence of diabetes was reduced by 55 % in the Intervention-group , compared with the Control-group : RR 0.45 ( 95%CI 0.2 to 1.2).Explanatory survival analysis of secondary outcomes showed that those who sustained beneficial changes for two or more years reduced their risk of developing T2D . Conclusion Our results are consistent with other diabetes prevention trials . This study was design ed as part of a larger study and although the sample size limits statistical significance , the results contribute to the evidence that T2D can be prevented by lifestyle changes in adults with IGT . In explanatory analysis small sustained beneficial changes in weight , physical activity or dietary factors were associated with reduction in T2D incidence . Trial Registration International St and ard R and omised Controlled Trial Number registry ( IS RCT N)Registry number : IS RCT N 15670600 http://www.controlled-trials.com/is rct n/ search .html?srch=15670600%26sort=3%26dir = BACKGROUND Public health decision-making is hampered by inappropriate adherence to underpowered r and omized controlled trials ( RCTs ) which give inconclusive results and lead to decision-makers being loath to recommend interventions with strong theoretical and observational support . METHODS We outline situations in which robust decisions about health interventions can be made without trial evidence . We present a new approach in which theory , causal models and past observations are given proper regard in the decision-making process . RESULTS Using our approach , we provide examples where the use of causal theories and observations in areas , such as salt reduction , smoking cessation and gardening to improve mental health , is sufficient for deciding that such interventions are effective for improving health without needing the support of underpowered RCTs . Particularly where RCT evidence is inconclusive , our approach may provide similar aggregate health outcomes for society for vastly lower cost . CONCLUSIONS When knowledge and theoretical underst and ing are unable sufficiently to reduce doubt about the direction of effect from an intervention , decisions should be made using evidence -based medicine approaches . There are , however , many cases where the combination of robust theory , causal underst and ing and observation are able to provide sufficient evidence of the direction of effect from an intervention that current practice should be altered OBJECTIVE To pilot , among women with gestational diabetes mellitus ( GDM ) , the feasibility of a prenatal/postpartum intervention to modify diet and physical activity similar to the Diabetes Prevention Program . The intervention was delivered by telephone , and support for breastfeeding was addressed . RESEARCH DESIGN AND METHODS The goal was to help women return to their prepregnancy weight , if it was normal , or achieve a 5 % reduction from prepregnancy weight if overweight . Eligible participants were identified shortly after a GDM diagnosis ; 83.8 % consented to be r and omly assigned to intervention or usual medical care ( 96 and 101 women , respectively ) . The retention was 85.2 % at 12 months postpartum . RESULTS The proportion of women who reached the postpartum weight goal was higher , although not statistically significant , in the intervention condition than among usual care ( 37.5 vs. 21.4 % , absolute difference 16.1 % , P = 0.07 ) . The intervention was more effective among women who did not exceed the recommended gestational weight gain ( difference in the proportion of women meeting the weight goals : 22.5 % , P = 0.04 ) . The intervention condition decreased dietary fat intake more than the usual care ( condition difference in the mean change in percent of calories from fat : −3.6 % , P = 0.002 ) and increased breastfeeding , although not significantly ( condition difference in proportion : 15.0 % , P = 0.09 ) . No differences in postpartum physical activity were observed between conditions . CONCLUSIONS This study suggests that a lifestyle intervention that starts during pregnancy and continues postpartum is feasible and may prevent pregnancy weight retention and help overweight women lose weight . Strategies to help postpartum women overcome barriers to increasing physical activity are needed Background Type 2 diabetes is a major health problem in many countries including India .  Yoga may be an effective type 2 diabetes prevention strategy in India , particularly given its cultural familiarity . Methods This was a parallel , r and omized controlled pilot study to collect feasibility and preliminary efficacy data on yoga for diabetes risk factors among people at high risk of diabetes . Primary outcomes included : changes in BMI , waist circumference , fasting blood glucose , postpr and ial blood glucose , insulin , insulin resistance , blood pressure , and cholesterol . We also looked at measures of psychological well-being including changes in depression , anxiety , positive and negative affect and perceived stress . Forty-one participants with elevated fasting blood glucose in Bangalore , India were r and omized to either  yoga  ( n = 21 ) or a walking control ( n = 20 ) . Participants were asked to either attend yoga classes or complete monitored walking 3–6 days per week for eight weeks . R and omization and allocation was performed using computer-generated r and om numbers and group assignments delivered in sealed , opaque envelopes generated by off-site study staff . Data were analyzed based on intention to treat . Results This study was feasible in terms of recruitment , retention and adherence . In addition , yoga participants had significantly greater reductions in weight , waist circumference and BMI versus control ( weight −0.8 ± 2.1 vs. 1.4 ± 3.6 , p = 0.02 ; waist circumference −4.2 ± 4.8 vs. 0.7 ± 4.2 , p < 0.01 ; BMI −0.2 ± 0.8 vs. 0.6 ± 1.6 , p = 0.05 ) . There were no between group differences in fasting blood glucose , postpr and ial blood glucose , insulin resistance or any other factors related to diabetes risk or psychological well-being . There were significant reductions in systolic and diastolic blood pressure , total cholesterol , anxiety , depression , negative affect and perceived stress in both the yoga intervention and walking control over the course of the study . Conclusion Among Indians with elevated fasting blood glucose , we found that participation in an 8-week yoga intervention was feasible and result ed in greater weight loss and reduction in waist circumference when compared to a walking control . Yoga offers a promising lifestyle intervention for decreasing weight-related type 2 diabetes risk factors and potentially increasing psychological well-being . Trial registration Clinical Trials.gov Identified NCT00090506 BACKGROUND Since the Diabetes Prevention Project ( DPP ) demonstrated that lifestyle weight-loss interventions can reduce the incidence of diabetes by 58 % , several studies have translated the DPP methods to public health-friendly context s. Although these studies have demonstrated short-term effects , no study to date has examined the impact of a translated DPP intervention on blood glucose and adiposity beyond 12 months of follow-up . PURPOSE To examine the impact of a 24-month , community-based diabetes prevention program on fasting blood glucose , insulin , insulin resistance as well as body weight , waist circumference , and BMI in the second year of follow-up . DESIGN An RCT comparing a 24-month lifestyle weight-loss program ( LWL ) to an enhanced usual care condition ( UCC ) in participants with prediabetes ( fasting blood glucose=95 - 125 mg/dL ) . Data were collected in 2007 - 2011 ; analyses were conducted in 2011 - 2012 . SETTING / PARTICIPANTS 301 participants with prediabetes were r and omized ; 261 completed the study . The intervention was held in community-based sites . INTERVENTION The LWL program was led by community health workers and sought to induce 7 % weight loss at 6 months that would be maintained over time through decreased caloric intake and increased physical activity . The UCC received two visits with a registered dietitian and a monthly newsletter . MAIN OUTCOME MEASURES The main measures were fasting blood glucose , insulin , insulin resistance , body weight , waist circumference , and BMI . RESULTS Intent-to-treat analyses of between-group differences in the average of 18- and 24-month measures of outcomes ( controlling for baseline values ) revealed that the LWL participants experienced greater decreases in fasting glucose ( -4.35 mg/dL ) ; insulin ( -3.01 μU/ml ) ; insulin resistance ( -0.97 ) ; body weight ( -4.19 kg ) ; waist circumference ( -3.23 cm ) ; and BMI ( -1.40 ) , all p-values < 0.01 . CONCLUSIONS A diabetes prevention program administered through an existing community-based system and delivered by community health workers is effective at inducing significant long-term reductions in metabolic indicators and adiposity The purpose of the present study was to evaluate the impact of a lifestyle intervention programme , combined with a daily low-glycaemic index meal replacement , on body-weight and glycaemic control in subjects with impaired glucose regulation ( IGR ) . Subjects with IGR were r and omly assigned to an intervention group ( n 46 ) and a control group ( n 42 ) . Both groups received health counselling at baseline . The intervention group also received a daily meal replacement and intensive lifestyle intervention to promote healthy eating habits during the first 3 months of the study , and follow-up visits performed monthly until the end of the 1-year study . Outcome measurements included changes in plasma glucose , glycated Hb ( HbA1c ) , plasma lipids , body weight , blood pressure and body composition ( such as body fat mass and visceral fat area ) . The results showed that body-weight loss after 1 year was significant in the intervention group compared with the control group ( -1·8 ( SEM 0·35 ) v. -0·6 ( SEM 0·40 ) 2·5 kg , P<0·05 ) . The 2 h plasma glucose concentration decreased 1·24 mmol/l in the intervention group and increased 0·85 mmol/l in the control group ( P<0·05 ) compared with their baseline , respectively . A 5 kg body-weight loss at 1 year was associated with a decrease of 1·49 mmol/l in 2 h plasma glucose ( P<0·01 ) . The incidence of normal glucose regulation ( NGR ) in the two groups was significantly different ( P=0·001 ) . In conclusion , the combination of regular contact , lifestyle advice and meal replacement is beneficial in promoting IGR to NGR Venn  diagrams with three curves are used extensively in various medical and scientific disciplines to visualize relationships between data sets and facilitate data analysis . The area of the regions formed by the overlapping curves is often directly proportional to the cardinality of the depicted set relation or any other related quantitative data . Drawing these diagrams manually is difficult and current automatic drawing methods do not always produce appropriate diagrams . Most methods depict the data sets as circles , as they perceptually pop out as complete distinct objects due to their smoothness and regularity . However , circles can not draw accurate diagrams for most 3-set data and so the generated diagrams often have misleading region areas . Other methods use polygons to draw accurate diagrams . However , polygons are non-smooth and non-symmetric , so the curves are not easily distinguishable and the diagrams are difficult to comprehend . Ellipses are more flexible than circles and are similarly smooth , but none of the current automatic drawing methods use ellipses . We present eulerAPE as the first method and software that uses ellipses for automatically drawing accurate area-proportional Venn diagrams  for 3-set data . We describe the drawing method adopted by eulerAPE and we discuss our evaluation of the effectiveness of  eulerAPE and ellipses for drawing r and om 3-set data . We compare eulerAPE and various other methods that are currently available and we discuss differences between their generated diagrams in terms of accuracy and ease of underst and ing for real world data Background Gestational Diabetes Mellitus ( GDM ) increases risks for type 2 diabetes and weight management is recommended to reduce the risk . Conventional dietary recommendations ( energy-restricted , low fat ) have limited success in women with previous GDM . The effect of lowering Glycaemic Index ( GI ) in managing glycaem 
    Output:
    