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Original Research |
1 Center for Health Research (G.E.F., H.W.B.), School of Public Health, Loma Linda University, Loma Linda, California
2 Department of Nutrition (K.B.J., J.S.), School of Public Health, Loma Linda University, Loma Linda, California
Address reprint requests to: Gary E. Fraser MB ChB, PhD, Center for Health Research, School of Public Health, Loma Linda University, Loma Linda, CA 92350. E-mail: gfraser{at}sph.llu.edu
| ABSTRACT |
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Methods: Eighty-one male and female subjects completed the randomized cross-over study. During two sequential six-month periods, diet, body weight and habitual exercise were evaluated repeatedly in each subject. Almonds were provided only during the second period. The design was balanced for seasonal and other calendar trends.
Results: During the almond feeding period, average body weight increased only 0.40 (kg) (p
0.09). The weight change depended on baseline BMI (p = 0.05), and only those initially in the lower BMI tertiles experienced small and mainly unimportant weight gains with the almonds. We estimated that 54% (recalls) or 78% (diaries) of the extra energy from almonds was displaced by reductions in other foods. The ratio unsaturated/saturated dietary fat increased by 40% to 50% when almonds were included in the diet.
Conclusion: Incorporating a modest quantity (76 kJ) of almonds in the diet each day for six months did not lead on average to statistically or biologically significant changes in body weight and did increase the consumption of unsaturated fats. Further studies are necessary to evaluate longer term effects, especially in men.
Key words: almonds, compliance, dietary composition, obesity
| INTRODUCTION |
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More recently, there have been a number of publications describing associations between the frequent consumption of small quantities of nuts, foods rich in unsaturated fats, and lower rates of coronary heart disease events. Several large epidemiologic studies that recorded data on nut consumption consistently suggest such an effect [2].
A number of the nut feeding trials did not impose constraints on body weight, yet noted no significant changes in weight during the nut feeding, despite this being a fatty food [36]. As discussed more fully below, it is quite controversial whether fat as compared to other sources of calories is more likely to cause weight gain [711]. Nevertheless, a continuing concern regarding a recommendation to increase consumption of a fatty food, such as nuts, is that this may lead to weight gain in the population at large.
The purpose of this report is to describe a randomized cross-over experiment to test the null hypothesis that consuming approximately two ounces (76kJ) of almonds each day over a period of six months does not change body weight. The goal was to duplicate the setting of subjects responding to public health advice, or perhaps advertisement, by choosing to eat more nuts.
| MATERIALS AND METHODS |
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As there may be seasonal trends in body weight, subjects were randomly allocated to four groups that were enrolled to the study at three-month intervals. The randomization to study group was stratified by age, gender and body mass index. This strategy ensured that in each quarter, similar subjects were assigned to intervention and non-intervention status and in equal numbers. Thus, any calendar time-related effects cancel when contrasting mean results from intervention and non-intervention periods.
Within each group there was no formal intervention during the first six months. However, data was collected, and this included seven telephone 24-hour recalls evenly spread throughout the period. These were unannounced, and were scheduled to include five weekdays and each weekend day. The Nutrition Data System interactive software [12] was used by the interviewing nutritionists who were registered dietitians or senior Masters students in nutrition. All had been trained in the use of this software. The 24-hour recalls were tape-recorded, later reviewed, and if necessary corrected by a second nutritionist.
A second means of dietary assessment was the collection of two one-day diet diaries, one on a Sunday and one on a Wednesday. The diary also included questions about subjective satiety at each meal or snack during the day (these results are not included in this report). Subjects attended clinic on four occasions throughout the control period when height, weight and hip circumference were measured. Blood was drawn at the third and fourth clinics in order to measure the fatty acid content of erythrocyte membranes. This was used as a baseline to check compliance with the study requirement to consume almonds during the second six months of the study. For measurement of fatty acids, lipids were extracted from plasma using chloroform: methanol [13]. Individual lipid classes were separated by preparative thin-layer chromatography [14]. Fatty acid methyl esters were separated and quantified by capillary gas chromatography (Hewlett-Packard model 6890, Wilmington, DE) [14].
Weight while fasting was measured with Scale-Tronix electronic scales that were calibrated at the beginning of each early morning clinic and read to the nearest 0.05 kg. Waist and hip measurements were all conducted by four trained technical staff, according to a written protocol. Subjects stripped down to their underclothes. Waist measurements were taken at a level one inch above the navel. Hip measurements were made at the widest part between the waist and knees. All measurements were the average of three on each occasion.
An exercise questionnaire [15] was completed at each clinic visit. We measured the frequency of vigorous exercise by the question, "How many times per week do you engage in vigorous activities such as brisk walking, jogging, bicycling, etc., long enough or with enough intensity to work up a sweat, get your heart thumping or get out of breath?" A choice was made between eight different frequencies ranging between "never" to "six or more times per week."
Subjects also attended an early morning clinic where resting, fasting energy expenditure was obtained using the Sensormedics 4400 metabolic unit [16]. This was to evaluate whether differences in metabolic rate during different periods of the study could help us understand any mismatch between energy intake, energy expenditure and change in body weight. Unfortunately a failure in the original equipment invalidated the data for groups 1 and 2. Hence we report results for groups 3 and 4 only, which were obtained using new equipment.
The formal intervention occupied the second six months of the study for each group. The intervention followed control periods for all subjects, as this would be the order of diets in the situation being modeled, i.e., incorporation of nuts in the diet as a response to public health advice or advertisements. During the intervention period, observations to collect data were identical to those described above for the first period, except that there were only three clinic visits, also at two month intervals. Blood was drawn at the first and third clinics (months 8 and 12 of the study). Fasting energy expenditure was again measured.
The intervention consisted of eating a small daily allowance of almonds that, based on each subjects first series of dietary recalls, was calculated to account for about 15% of daily energy for each individual. On average, this supplement was 54.3 grams or 76.4 kJ (319.8 calories) per day (about 4050 nuts), and the range was 59.9 to 99.9 kJ per day. Subjects could choose either raw or dry-roasted nuts.
It is important to note that no dietary advice was given, and subjects were able to incorporate the nuts to their diet as they saw fit. This could be at one time or on several occasions throughout the day. If subjects enquired further, only general suggestions were made that almonds could be added to cereals, salads, desserts, or used as snacks. No recipes were provided. Subjects were free to compensate for the nuts by changing consumption of other foods if they saw fit. Subjects were aware that we were checking the impact of eating the nuts on biochemical, physiologic and morphologic measures, but were unaware of the specific nature of any such hypotheses or of any particular interest in the effect on body weight.
The nuts were provided free of charge in daily packets, labeled with a particular day of the week and the weight of almonds in ounces. They were distributed at clinic visits as a two month supply, with sufficient extra packages to allow for any modest delay in attending the next clinic. There was also an excess designated for other family members in order to minimize the likelihood of their eating the nuts assigned for the study subject.
We made a considerable effort to establish a relationship of trust with the participants, by frequent telephone contact, conversation at clinic visits and recognition of special occasions. In particular, it was emphasized that if the almonds were not eaten, either by oversight or other circumstances, it was important that the investigators know and that there were no negative consequences. A requirement for inclusion in the study was that subjects must have no aversion to eating almonds.
Paired t-tests were used to compare results from intervention and control periods. Linear regression was used to test the effects of the intervention while adjusting for other factors. These analyses were carried out using the SAS [17] and S-PLUS [18] computer packages. The study had 80% power at
= 0.05 to detect a difference in body weight between study periods of 0.65 kg. The design and ethical conduct of this study was reviewed and approved by Loma Linda University Human Subjects Committee before the study began.
| RESULTS |
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Selected baseline characteristics of the subjects who completed the study are shown in Table 1. The average age is just below 50 years for men and women, and values of BMI and waist/hip ratio are close to community norms. Mean values for all variables were relatively similar between groups, the differences being easily compatible with random variation.
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During the almond feeding period, each subject was provided an average of 13,743 extra kJ (or 57,500 extra calories) from the almonds. If this energy was simply added to the diet and stored, then the predicted weight gain is 6.40 kg, whereas in fact there was no significant weight gain. We considered various possible explanations, and collected data to address the questions listed below.
We have evidence that the almonds were indeed eaten. First, subjects openly discussed with us their occasional omissions. Second, of the 567 24-hour recalls that were conducted during the almond feeding period, the almond supplement was reported as eaten in 90.2% of these recalls. Of the 162 single day food diaries completed by the subjects without assistance or prompting, 89.2% included the almonds during the almond-feeding period. There were also days where double-almond intake was reported, an apparent make-up for an omission the day before. Third, as almonds are rich in oleic acid, we measured the oleic acid content of red blood cell membranes in 30 randomly selected study subjects. The oleic acid content of red blood cells reflects oleic acid metabolism over several months, although intrinsic production rather than dietary consumption keeps levels relatively constant. The two control period blood samples were mixed, as were those from the almond feeding period. During the control period, the oleic acid as a portion of total membrane fat was 11.53%, and this rose to 12.08% during almond feeding. Although the magnitude of this change is relatively small, it is a highly significant difference (p < 0.0002) indicating that a real change had occurred. The displacement of calories from other foods (see below) is also evidence for an important change in dietary habits.
We have evidence that a portion of the energy from almonds was compensated for by displacement of energy previously consumed from other foods. Let i be a nutrient; Ci = energy from that nutrient eaten in the control phase; Ai = energy from that nutrient eaten in the almond feeding phase; Si = energy from that nutrient contained in the almond supplement; Ti = Ci + Si. Then displacement of nutrient i is given by Di = Ti - Ai.
Estimates of percent displacement (100xDi/Si) using 24 hour recall data (Table 4) suggest that 53.6% of total energy from the almonds and 75% of that from the saturated fat was displaced, but that there was displacement of only 15.5% of energy from total fat and a small proportion of that from unsaturated fats. Although the percentage displacement of carbohydrate was very high (260%), in absolute terms this made only a modest contribution to displaced energy, as there was little carbohydrate in the almond supplement.
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Table 5 shows estimates of resting, fasting energy expenditure. As can be seen, in the 41 subjects for which estimates were available, there was no evidence of any difference between the control and almond phases of the study. Indeed, estimated resting energy expenditure was a little less during the almond feeding period. We can be 95% certain that we did not miss an excess of energy expenditure of 33.6 kcal/day or more during the almond period. This is based, however, only on early morning fasting data, extrapolated to the whole day.
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| DISCUSSION |
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This may seem a surprising result as it is generally believed that high fat diets promote weight gain. However, there is little published evidence that changes in the intake of a fatty food in non-obese free-living subjects will change their body weight. We note that although on average this study population was borderline overweight, this was by design, reflecting the U.S. population. However, those above age-gender specific-95th percentiles of body weight were excluded. Whether these results would apply to a study population of ideal weight is unknown.
A traditional study design may have included a control group that had no dietary intervention during the whole 12 months of the study. However, this would have eliminated the possibility of paired testing and importantly reduced study power. Further, the combined control periods of our study groups provided an appropriate six-month non-intervention control using the same subjects, covering all seasons of the year and equivalent to the intervention period except for a six-month shift in time. We do not know of any reason that a small secular difference would produce differences in the forces determining body weight, but the reader should be aware of this design feature. There is also no evidence that our dietary monitoring during the control phase promoted changes in body weight or waist/hip ratios during the six-month control periods. Repeated assessments during the control phase (Table 2) give no suggestion of trends.
Did the subjects in our study eat the almonds? We selected subjects who stated that they enjoyed eating almonds and encouraged them to discuss with us any problems with compliance. Two different methods of dietary assessment, used on different days, were remarkably consistent in suggesting that less than 10% of the nuts were not eaten. The estimated displacement of 40% to 50% of the extra energy from almonds is also strong evidence of compliance to at least this extent, as it is unlikely that reported intake of energy from other sources would spontaneously decline.
The dietary intake of oleic acid changed from approximately 12.5% to 18% of energy during the almond supplement period. The increase of the erythrocyte membrane oleic acid content from 11.53% to 12.08% of all fats (<0.0002) during this period is consistent with good compliance and is a result that is similar to the findings of others when the oleic acid content of the diet changes moderately [1922]. The fatty acid content of erythrocytes was chosen in view of their relatively long half-life. The small change in percent of erythrocyte membrane oleic acid was expected, as most oleic acid is manufactured endogenously and dietary oleate has a much smaller influence [23]. However, oleic acid seemed the most obvious biomarker of almond consumption given the present knowledge of almond chemistry. Thus, there is evidence that a high percentage of the almonds were eaten.
We estimated that 54% (recalls) or 78% (diaries) of the additional energy from almonds was displaced by a reduction of intake in other foods. However, this was an uneven displacement across nutrients resulting in a higher intake of both mono- and poly-unsaturated fats during the almond period and little change in other macro-nutrients. There is very little known about the effect of a free fatty supplement on intake of other foods, and it is likely that the results may depend on the specific nutrient content of the supplement.
If subjects tended to report their usual diet rather than what they actually ate, our dietary assessment methods may have detected only part of a larger actual displacement. However, there is reasonable concordance between the two dietary methods, suggesting that much of the energy from almonds was displaced. Although fatty foods are often considered palatable but not satiating [24], almonds may be both palatable and satiating due to non-fatty components such as protein and dietary fiber. If satiating, this would lead to a reduction in intake of other foods, as we observed.
There was no evidence of any change in energy expenditure due to physical activity. We did not find any change in resting, fasting, early morning energy expenditure. There was also no obvious change in respiratory quotient that may have indicated a change in the source of energy being burned. However, if metabolic energy expenditure did increase, this may have largely followed meals, or the eating of almonds, which would not have been detected by our fasting tests.
It is probable that the absorption of energy from the nut fat was incomplete. Indeed there is data to support this conjecture for the consumption of pecans [25], almonds (Sabaté J, unpublished observations) and peanuts [26]. In that case, the combination of the observed displacement of energy from other foods plus incomplete absorption could largely explain the lack of weight gain.
Although it is generally held that a higher percentage of energy from fat in the diet promotes weight gain, the evidence for this is by no means secure. Ecologic evidence does not clearly support this conclusion. For instance, although the fat content of the U.S. diet has decreased modestly over recent decades, the increase in obesity continues unabated [7].
Cross-sectional epidemiologic studies have often reported a positive association between percent of energy from fat and body mass index [7, 8, 27]. The evaluation of this evidence must be tempered by the difficulty of establishing the temporal direction of any underlying causal connection. Prospectively designed studies provide stronger evidence in theory. However, the results from these studies are quite inconsistent [7, 8, 2729].
Perhaps the strongest study design is the randomized trial. Trials have generally been either short-term controlled feeding trials of small numbers of subjects or long-term trials generally with less dietary control. Many of these trials used obese subjects, though some included persons of normal weight, often for reasons other than the evaluation of changes in their body weight.
Generally, trials have found that substantial reductions in fat content of the diet will lead to loss of body weight [7, 9]. The energy reduction associated with the reduced fat is usually not fully compensated by increased consumption of other nutrients [3032]. Thus it is the reduced energy rather than specifically reduced fat that is responsible for any weight loss in these studies. However, the effect of a fat-reduction strategy on body weight is usually small (12 kg), and often partially disappears over time [7, 3335]. When energy is carefully controlled, or did not differ between diets, a reduction in either fat or carbohydrate content produces similar results on body weight [10, 11, 3640]. This appears to be also true in diabetics [41].
There is incomplete, but intriguing evidence that just as all dietary fats are not equal in their effects on blood lipids, this may also be so for effects on body weight. At least two feeding studies of rats [42, 43] have shown that, as compared to dietary saturated fat, polyunsaturated fats led to much less weight gain and increased oxygen consumption. Another report found that, in obese human subjects only, whole-body postprandial burning or oxidation of dietary fat was greater when the dietary polyunsaturated to saturated ratio was higher [44].
| CONCLUSIONS |
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| ACKNOWLEDGMENTS |
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Received June 23, 2001. Accepted January 7, 2002.
| REFERENCES |
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-linolenic acids. Lipids36
:247
254,2001
.[Medline]
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