DM: Carbohydrates (2007)

Citation:
 
Study Design:
Class:
- Click here for explanation of classification scheme.
Quality Rating:
Research Purpose:
To compare research results about high- and low-glycemic-index diets in the management of type 1 and type 2 diabetes.
Inclusion Criteria:

The studies included in the meta-analysis met these criteria:

  • published in English between 1981 and 2001
  • randomized cross-over or parallel experimental design
  • at least 12 days duration
  • subjects had type 1 or type 2 diabetes
  • HbA1c or fructosamine used as outcome measures of glycemic control
  • modification of at least two meals per day

 

 

Exclusion Criteria:
Excluded if not included above.
Description of Study Protocol:

Recruitment:  Studies were identified by Medline and internet searches using the key words "glycemic" and "diabetes."

Design:  Meta-Analysis   

Blinding used (if applicable): not applicable

Intervention (if applicable):  not applicable 

Statistical Analysis: The steps used to execute the meta-analysis were drawn from Petitti, using a fixed-effects model.  

  • The variance for each study was calculated under these assumptions:
    • the two values for each person were independent
    • the two values for each person were dependent with a correlation of 0.34
  • The studies were weighted by the reciprocal of the variance.  The overall effect estimate and 95% CIs were then computed using these weights.
  • The hypothesis of homogeneity of effect was tested, and where it was rejected, a sensitivity analysis was conducted by removing individual studies one by one.

 

 

Data Collection Summary:

Timing of Measurements  not applicable

Dependent Variables

  • HbA1c
  • fructosamine

Independent Variables

  • the average GI of low-GI and high GI diets was 83 and 65 respectively, on the bread scale
  • study duration ranged from 12 days to 12 months

Control Variables

  • baseline values of HbA1c and fructosamine
  • length of study

 

Description of Actual Data Sample:

Initial N: 14 studies identified; number of subjects in each ranged from 6 to 104

Attrition (final N): not applicable

Age:  not given

Ethnicity: not given

Other relevant demographics: 356 subjects had type 1 diabetes and 153 subjects had type 2 diabetes

Anthropometrics: not given

Location: not applicable

 

Summary of Results:

 Mean difference and CI between low-GI and high-GI groups

Variables

Difference in endpoints between low-GI and high-GI groups

Difference in endpoints between low-GI and high-GI groups, controlling for baseline values

HbA1c, assuming dependence; change inabsolute percentage points

-0.40, -0.66 to -0.14

-0.33, -0.59 to -0.07

HbA1c, assuming independence; change inabsolute percentage points

-0.43, -0.72 to-0.13

-0.34, -0.64 to -0.05

Fructosamine, assuming dependence; change in mmol/l

-0.17, -0.30 to -0.04

 -0.19, -0.32 to -0.06

Fructosamine, assuming independence; change in mmol/l

-0.18, -0.33 to -0.02 -0.2, -0.35 to -0.04

Combined HbA1c and fructosamine data, assuming dependence; [value for low-GI -value for high-GI) x 100/value for high-GI]

 -6.8 %, -8.1 to - 5.5  -7.3%, -8.6 to -6.0

Combined HbA1c and fructosamine data, assuming dependence; value for low-GI -value for high-GI) x 100/value for high-GI]

 -6.8%, -8.2 to-5.4  -7.4%, -8.8 to -6.0

Other Findings

Mean differences in outcomes between subjects with  type 1 and type 2 diabetes, using combined analysis of HbA1c and fructosamine:

  • assuming dependence:  -10.6%,(-12.7 to -8.6)
  • assuming independence:  -6.1% (-7.8 to -4.3)

 

Author Conclusion:

The meta-analysis provides objective evidence that targeting postprandial hyperclycemia via choice of low-GI foods has a small but clinically useful effect on medium-term glycemic control in diabetes. 

Funding Source:
University/Hospital: University of Sydney, University of technology, Prince of Wales Hospital (all Australia)
Reviewer Comments:
Many of the studies included in the meta-analysis involved only small numbers of subjects and were of short duration.  Of the 14 studies identified, 6 had fewer than 10 subjects, and all but 2 studies were 12 weeks or less.
Quality Criteria Checklist: Review Articles
Relevance Questions
  1. Will the answer if true, have a direct bearing on the health of patients? Yes
  2. Is the outcome or topic something that patients/clients/population groups would care about? Yes
  3. Is the problem addressed in the review one that is relevant to dietetics practice? Yes
  4. Will the information, if true, require a change in practice? Yes
 
Validity Questions
  1. Was the question for the review clearly focused and appropriate? Yes
  2. Was the search strategy used to locate relevant studies comprehensive? Were the databases searched and the search termsused described? Yes
  3. Were explicit methods used to select studies to include in the review? Were inclusion/exclusion criteria specified andappropriate? Wereselectionmethods unbiased? Yes
  4. Was there an appraisal of the quality and validity of studies included in the review? Were appraisal methodsspecified,appropriate, andreproducible? No
  5. Were specific treatments/interventions/exposures described? Were treatments similar enough to be combined? Yes
  6. Was the outcome of interest clearly indicated? Were other potential harms and benefits considered? Yes
  7. Were processes for data abstraction, synthesis, and analysis described? Were they applied consistently acrossstudies and groups? Was thereappropriate use of qualitative and/or quantitative synthesis? Was variation in findings among studies analyzed? Were heterogeneity issued considered? If data from studies were aggregated for meta-analysis, was the procedure described? Yes
  8. Are the results clearly presented in narrative and/or quantitative terms? If summary statistics are used, are levels ofsignificance and/or confidence intervals included? Yes
  9. Are conclusions supported by results with biases and limitations taken into consideration? Are limitations ofthe review identified anddiscussed? Yes
  10. Was bias due to the review's funding or sponsorship unlikely? No