DLM: Almonds (2009)

Citation:
 
Study Design:
Class:
- Click here for explanation of classification scheme.
Quality Rating:
Research Purpose:

To assess the combined effect of plant sterols, soy proteins and viscous fibers on blood lipids in hyperlipidemic subjects.

Inclusion Criteria:
  • Attended the Risk Factor Modification Center, St. Michael's Hospital, Toronto, Canada
  • Participated in previous diet studies and experienced in following dietary protocols
  • History of raised LDL-cholesterol levels (4.1mmol per L)
  • Following NCEP Step 2 diet.
Exclusion Criteria:
  • No history of diabetes, renal or liver disease
  • Not taking medication known to influence serum lipids
  • Not taking anti-inflammatory drugs.
Description of Study Protocol:

Recruitment

Recruited from patients attending the Risk Factor Modification Center, St. Michael's Hospital, Toronto, Canada.

Design

Time series.

Intervention

  • Dietary protocol
    • Week zero: Run in diet.
      • Subjects followed their usual diet
      • Dietary advice on low saturated fat (less than 7% calories) and low cholesterol (less than 200mg per day) had been reinforced on at least two occasions during the past year and at study entry
    • Weeks one to four: Portfolio diet (combination diet)
      • All foods provided at weekly clinic visits except fresh fruit and most vegetables, which participants purchased at the grocery store
      • Subjects received the same seven-day rotating menu, which was modified to suit individual preferences and provided goals for viscous fiber, soy protein, plant sterol and almond consumption
      • Weight maintaining (based on estimated caloric requirements)
      • Subjects provided with a scale and asked to weigh all food items consumed
      • Combination diet specifics:
        • Macronutrient composition was approximately 22% protein, 50% carbohydrate, 27% fat, 4% SFA, 12% MUFA, 10% PUFA
        • One gram plant sterols per 1,000 calories as enriched margarine
        • 8.2g viscous fibers per 1,000 calories from oats, barley and psyllium
        • 22.7g soy protein per 1,000 calories
        • 2.9g almonds per 1,000 calories
        • Additional protein provided as beans, chickpeas and lentils
        • Additional viscous fiber provided by eggplant and okra
    • Weeks five to six: Run-out diet. Subjects followed their usual diet
  • One subject undertook two additional one-month phases separated by two-week washout periods
    • Control diet: Low saturated fat and low cholesterol with the same macronutrient profile as the combination diet minus the sources of viscous fibers and plant sterols, and skim milk products replaced the soy and vegetable protein sources
    • Control diet plus 20mg lovastatin daily to compare the combination diet directly with drug therapy.

Statistical Analysis

  •  Analysis of variance was used to determine whether there was a significant F-value in the comparison of weeks two, three and four of the combination diet. In the absence of a significant F-value, the restricted mean of weeks two, three and four was used as the combination treatment value.
  • The significance of the differences between the retreatment diet, combination diet and post-treatment diet was assessed by the least squares means test with Tukey adjustment. Model used had the treatment value as the response variable and week and week by sex as main effects and a random term corresponding to subject nested with sex.
  • Two-tailed Student's paired T-test was used to asses the significance of the percentage change from pre-treatment
  • Hegsted equation was used to predict the changes in serum cholesterol resulting from alteration in dietary fatty acid and cholesterol intakes
  • The Framingham 10-year cardiovascular disease risk equation was applied to the data using systolic blood pressure, age, sex and LDL:HDL cholesterol values.

 

Data Collection Summary:

Timing of Measurements

 

  Week 0 Week 1 Week 2 Week 3 Week 4 Week  5 Week 6
Seven-day, weighed, diet history x         x x
Satiety questionnaire x x x x x x x
Weekly menu check lists   x x x x    
Blood pressure x x x x x x x
Body weight x x x x x x x
Fasting blood lipids x x x x x x x
Apolipoproteins A-1, B; lipoprotein (a) x x x x x x x
Conjugated dienes in the LDL fraction x x x x x x x
C-reactive protein x x x x x x x
Homocysteine x x x x x x x
Red cell fragility x x x x x x x

Dependent Variables

  • Blood lipids
    • Total cholesterol
    • LDL-cholesterol (calculated)
    • HDL-cholesterol
    • Triglycerides
    • Apolipoproteins A-1, B
    • Ratios
      • Total cholesterol: HDL-cholesterol
      • LDL-cholesterol:HDL-cholesterol
      • ApoB:ApoA-1
  • Lp(a)
  • Homocysteine
  • C-reactive protein
  • Oxidized LDL (conjugated dienes in the LDL fraction)
  • Blood pressure
    • Systolic
    • Diastolic
  • Red cell fragility
  • Diet satiety: Seven-point bipolar semantic scale where -3 is extremely hungry, zero is neutral and +3 is stage of satiety just prior to discomfort
  • Diet acceptability.

Independent Variables

Combination diet: Diets analyzed with a program based on USDA data with additional foods analyzed in the lab for protein, total fat and dietary fiber. Additional dietary fiber values obtained from literature.

 

 

Description of Actual Data Sample:

Initial N

N=13 (7 men, 6 post-menopausal women).

Attrition (final N): 

  • N=12: Run-in and run-out diet
  • N=13: Portfolio diet
  • N=11: C-reactive protein assessment
    • One subject received antihistamines
    • One subject received anti-inflammatory drugs
  • One subject withdrew after three weeks due to dyspepsia associated with Helicobacter pylori infection requiring antibiotics.

Age

65±3 (mean±SE), range 43 to 84 years.

Anthropometrics

 No subjects smoked or had evidence of diabetes or left ventricular hypertrophy.

CHD Risk Factor                 mean±SE Range
     
Weight, kg 69.9±3.6  
BMI 25.6±0.9 20.6 to 30.7
Cholesterol    
Total cholesterol (mmol per L) 6.46±0.21  
LDL-cholesterol (mmol per L)                                                    4.22±0.11   3.45 to 6.61                          
HDL-cholesterol (mmol per L) 1.37±0.11  
Triglycerides (mmol per L) 1.92±0.35  
Apolipoproteins    
Apo A-1 (g per L) 1.70±0.07  
Apo B (g per L) 1.32±0.05  
Ratios    
Total C:HDL-C 5.06±0.41  
LDL-C:HDL-C 3.31±0.26  
Apo B:Apo A-1 0.80±0.05  
LDL conjugated dienes (µmol per L) 47.9±4.2  
Homocysteine (µmol per L) 6.9±0.5  
Lp(a) (mg per dL) 11.5±3.0  
C-reactive protein (mg per L)* 1.81±0.55  
Blood pressure (mm Hg)    
Systolic 117±4  
Diastolic 70±3  
Calculated CHD risk (10 year %) 10.3±1.2  

 At study entry:

  • Raised LDL-cholesterol (more than 4.1 mmol per L): N=5
  • Raised triglycerides (greater than 2.30mmol per L): N=1
  • Raised cholesterol and triglycerides: N=3
  • Low HDL-cholesterol (less than 0.9mmol per L): N=1
  • Blood lipids in normal range: N=3.

Location

St. Michael's Hospital, Toronto, Canada.

 

Summary of Results:

 

 

Baseline

Portfolio Diet

P-Value

% Reduction P-Value

Total cholesterol (mmol per L)

6.46±0.21

5.01±0.20

 

P<0.05 22.3±2.0 P<0.001

LDL-cholesterol (mmol per L)

 4.22±0.11

3.01±0.17

P<0.05 

29.0±2.7 P<0.001

HDL-cholesterol (mmol per L)

 1.37±0.11

1.34±0.11

 NS

   
Triglycerides 1.92±0.35 1.45±0.18 NS    
Apo A-1 (g per L) 1.70±0.07 1.61±0.08 NS    
Apo B (g per L) 1.32±0.05 1.01±0.05 P<0.05 24.2±2.0 P<0.001
Total cholesterol:HDL cholesterol ratio 5.06±0.41 4.00±0.30 P<0.05 19.8±2.9 P<0.001
LDL-cholesterol:HDL cholesterol ratio 3.31±0.26 2.45±0.24 P<0.05 26.5±3.4 P<0.001
Apo B:Apo A-1 ratio 0.80±0.05 0.64±0.05 P<0.05 19.7±2.7 P<0.001
Calculated CHD risk (10 year %) 10.3±1.2 7.3±1.1 P<0.05  30.0±4.6 P<0.001 
Oxidized LDL (conjugated dienes) 47.9±4.2 31.0±1.9 P<0.05  32.9±12.3 P<0.001 

  • The predicted reduction in serum cholesterol based on the change in dietary fatty acid and cholesterol intake was 9.3%±1.1% on the combination diet. The difference between the observed and predicted reduction in serum cholesterol was 13.3%±2.5% (P<0.001), attributable to the viscous fiber, soy protein and plant sterols.
  • The two-week run-out post portfolio diet LDL-cholesterol values were 3.8±0.20. This represents 10.1%±3.8% reduction compared to baseline values, P=0.022
  • No significant differences were seen in Lp(a), homocysteine, blood pressure and red blood cell fragility between run-in diet, portfolio diet and run-out diet
  • Data for the subject who completed three phases indicated that the statin and combination phases produced similar reductions in the ratios of total cholesterol:HDL and LDL-cholesterol:HDL-cholesterol
  • Subgroup analyses of subjects who initially had either normal lipids, raised LDL-cholesterol alone, raised triglycerides alone, raised LDL-cholesterol and triglyceride combined, or low HDL-cholesterol all demonstrated large reductions in total and LDL-cholesterol and calculated CHD risk in response to the combination diet
  • Classification according to raised or normal LDL-cholesterol initially indicated a similar response to the portfolio diet, including calculated CHD risk, which was independent of starting LDL cholesterol level.

Other Findings

  • Throughout the study, subjects tended to lose weight: -0.10±0.05kg per week (P=0.127) over the combination diet; and -0.2±0.05kg per week (P=0.001) during the run-out phase
  • For the majority of the subjects, compliance in terms of caloric intake was good at 92.5%±2.9%
  • Overall rating of the diet was 6.3±0.6 (scale zero to 10), which was significantly above 5.0, the level at which diet was acceptable with minor modifications (P=0.043). Nine  of 13 subjects would be willing to continue the combination diet, possibly with small modifications, as their therapeutic diet.
  • All subjects felt that they were eating as much food as they were capable without experiencing discomfort (satiety rating: 2.9±0.2 vs. 1.3±0.2 at week zero, P=0.002; scale -3 to +3).

 

Author Conclusion:

We conclude that a portfolio approach of diversifying the dietary investment in a range of cholesterol-lowering components with different mechanisms of action is effective in reducing lipid risk factors for cardiovascular disease. In combination, viscous fibers from oats and psyllium, vegetable proteins emphasizing soy and almonds and plant sterols reduce LDL-cholesterol to the same extent as the starting dose of the older statins. It is also possible that, as with the statins, these diets will have pleotrophic effects, including anti-inflammatory effects.

Funding Source:
Government: Federal Government of Canada
Industry:
Almond Board of California
Commodity Group:
Reviewer Comments:
  • Authors reported compliance relative to caloric intake but unsure whether this meant compliance with the viscous fibers, plant sterols and soy proteins as well
  • Authors failed to account for autocorrelated errors in the  statistical model described. Their model as stated assumes every observation is independent, yet the authors acknowledge that repeated measures were taken from subjects, therefore not all observations were independent. Specifically, some non-independent error structure should have been specified.
  • Author afiliations not listed individually. EA Trautwein affiliated with Unilever Health Institute, Unilver R&D; KG Lapsley affiliated with the Almond Board of California. Their roles on the project were not described. The Almond Board supported the project.

 

Quality Criteria Checklist: Primary Research
Relevance Questions
  1. Would implementing the studied intervention or procedure (if found successful) result in improved outcomes for the patients/clients/population group? (Not Applicable for some epidemiological studies) Yes
  2. Did the authors study an outcome (dependent variable) or topic that the patients/clients/population group would care about? Yes
  3. Is the focus of the intervention or procedure (independent variable) or topic of study a common issue of concern to dieteticspractice? Yes
  4. Is the intervention or procedure feasible? (NA for some epidemiological studies) Yes
 
Validity Questions
1. Was the research question clearly stated? Yes
  1.1. Was (were) the specific intervention(s) or procedure(s) [independent variable(s)] identified? Yes
  1.2. Was (were) the outcome(s) [dependent variable(s)] clearly indicated? Yes
  1.3. Were the target population and setting specified? Yes
2. Was the selection of study subjects/patients free from bias? Yes
  2.1. Were inclusion/exclusion criteria specified (e.g., risk, point in disease progression, diagnostic or prognosis criteria), and with sufficient detail and without omitting criteria critical to the study? Yes
  2.2. Were criteria applied equally to all study groups? N/A
  2.3. Were health, demographics, and other characteristics of subjects described? Yes
  2.4. Were the subjects/patients a representative sample of the relevant population? ???
3. Were study groups comparable? N/A
  3.1. Was the method of assigning subjects/patients to groups described and unbiased? (Method of randomization identified if RCT) N/A
  3.2. Were distribution of disease status, prognostic factors, and other factors (e.g., demographics) similar across study groups at baseline? N/A
  3.3. Were concurrent controls or comparisons used? (Concurrent preferred over historical control or comparison groups.) N/A
  3.4. If cohort study or cross-sectional study, were groups comparable on important confounding factors and/or were preexisting differences accounted for by using appropriate adjustments in statistical analysis? N/A
  3.5. If case control study, were potential confounding factors comparable for cases and controls? (If case series or trial with subjects serving as own control, this criterion is not applicable.) N/A
  3.6. If diagnostic test, was there an independent blind comparison with an appropriate reference standard (e.g., "gold standard")? N/A
4. Was method of handling withdrawals described? Yes
  4.1. Were follow-up methods described and the same for all groups? Yes
  4.2. Was the number, characteristics of withdrawals (i.e., dropouts, lost to follow up, attrition rate) and/or response rate (cross-sectional studies) described for each group? (Follow up goal for a strong study is 80%.) Yes
  4.3. Were all enrolled subjects/patients (in the original sample) accounted for? Yes
  4.4. Were reasons for withdrawals similar across groups? N/A
  4.5. If diagnostic test, was decision to perform reference test not dependent on results of test under study? N/A
5. Was blinding used to prevent introduction of bias? Yes
  5.1. In intervention study, were subjects, clinicians/practitioners, and investigators blinded to treatment group, as appropriate? No
  5.2. Were data collectors blinded for outcomes assessment? (If outcome is measured using an objective test, such as a lab value, this criterion is assumed to be met.) Yes
  5.3. In cohort study or cross-sectional study, were measurements of outcomes and risk factors blinded? N/A
  5.4. In case control study, was case definition explicit and case ascertainment not influenced by exposure status? N/A
  5.5. In diagnostic study, were test results blinded to patient history and other test results? N/A
6. Were intervention/therapeutic regimens/exposure factor or procedure and any comparison(s) described in detail? Were interveningfactors described? Yes
  6.1. In RCT or other intervention trial, were protocols described for all regimens studied? Yes
  6.2. In observational study, were interventions, study settings, and clinicians/provider described? N/A
  6.3. Was the intensity and duration of the intervention or exposure factor sufficient to produce a meaningful effect? Yes
  6.4. Was the amount of exposure and, if relevant, subject/patient compliance measured? Yes
  6.5. Were co-interventions (e.g., ancillary treatments, other therapies) described? N/A
  6.6. Were extra or unplanned treatments described? N/A
  6.7. Was the information for 6.4, 6.5, and 6.6 assessed the same way for all groups? N/A
  6.8. In diagnostic study, were details of test administration and replication sufficient? N/A
7. Were outcomes clearly defined and the measurements valid and reliable? Yes
  7.1. Were primary and secondary endpoints described and relevant to the question? Yes
  7.2. Were nutrition measures appropriate to question and outcomes of concern? Yes
  7.3. Was the period of follow-up long enough for important outcome(s) to occur? Yes
  7.4. Were the observations and measurements based on standard, valid, and reliable data collection instruments/tests/procedures? Yes
  7.5. Was the measurement of effect at an appropriate level of precision? Yes
  7.6. Were other factors accounted for (measured) that could affect outcomes? Yes
  7.7. Were the measurements conducted consistently across groups? N/A
8. Was the statistical analysis appropriate for the study design and type of outcome indicators? No
  8.1. Were statistical analyses adequately described and the results reported appropriately? Yes
  8.2. Were correct statistical tests used and assumptions of test not violated? No
  8.3. Were statistics reported with levels of significance and/or confidence intervals? Yes
  8.4. Was "intent to treat" analysis of outcomes done (and as appropriate, was there an analysis of outcomes for those maximally exposed or a dose-response analysis)? Yes
  8.5. Were adequate adjustments made for effects of confounding factors that might have affected the outcomes (e.g., multivariate analyses)? Yes
  8.6. Was clinical significance as well as statistical significance reported? Yes
  8.7. If negative findings, was a power calculation reported to address type 2 error? No
9. Are conclusions supported by results with biases and limitations taken into consideration? Yes
  9.1. Is there a discussion of findings? Yes
  9.2. Are biases and study limitations identified and discussed? Yes
10. Is bias due to study's funding or sponsorship unlikely? Yes
  10.1. Were sources of funding and investigators' affiliations described? Yes
  10.2. Was the study free from apparent conflict of interest? Yes