| Literature DB >> 27752301 |
Kathy Musa-Veloso1, Lina Paulionis1, Theresa Poon1, Han Youl Lee1.
Abstract
A systematic review and meta-analysis of randomised controlled trials was undertaken to determine the effects of almond consumption on blood lipid levels, namely total cholesterol (TC), LDL-cholesterol (LDL-C), HDL-cholesterol (HDL-C), TAG and the ratios of TC:HDL-C and LDL-C:HDL-C. Following a comprehensive search of the scientific literature, a total of eighteen relevant publications and twenty-seven almond-control datasets were identified. Across the studies, the mean differences in the effect for each blood lipid parameter (i.e. the control-adjusted values) were pooled in a meta-analysis using a random-effects model. It was determined that TC, LDL-C and TAG were significantly reduced by -0·153 mmol/l (P < 0·001), -0·124 mmol/l (P = 0·001) and -0·067 mmol/l (P = 0·042), respectively, and that HDL-C was not affected (-0·017 mmol/l; P = 0·207). These results are aligned with data from prospective observational studies and a recent large-scale intervention study in which it was demonstrated that the consumption of nuts reduces the risk of heart disease. The consumption of nuts as part of a healthy diet should be encouraged to help in the maintenance of healthy blood lipid levels and to reduce the risk of heart disease.Entities:
Keywords: Almonds; Blood lipids; CAD, coronary artery disease; Cholesterol; HDL-C, HDL-cholesterol; LDL-C, LDL-cholesterol; T2DM, type 2 diabetes mellitus; TAG; TC, total cholesterol
Year: 2016 PMID: 27752301 PMCID: PMC5048189 DOI: 10.1017/jns.2016.19
Source DB: PubMed Journal: J Nutr Sci ISSN: 2048-6790
Fig. 1.Flowchart of the literature search process.
Key study characteristics of included studies (n 18 publications and 27 strata)
| Mean baseline | ||||||||
|---|---|---|---|---|---|---|---|---|
| References | Study design | Study duration | Study population (final sample size) | Age (years) | BMI (kg/m2) | Control | Almond intervention | Provision of control foods/diet |
| Abazarfard | R, C, P | 12 weeks | 100 F; generally healthy; non-medicated | 42·7 ± 7·1 | 29·6 ± 1·5 | No nuts ( | 50 g/d almonds (raw) as two snacks (about 25 g/snack) ( | Hypoenergetic diet prescribed; foods were self-selected from a provided list |
| Berryman | R, C, X | 6 weeks (2 weeks WO) | 48 (22 M, 26 F); generally healthy; non-medicated | 49·9 ± 9·4 | 26·2 ± 2·8 | 106 g/d banana muffin with 2·7 g/d butter | 42·5 g/d (1·5 oz) whole almonds (unsalted, unroasted) | Meals prepared by a metabolic kitchen |
| Cohen & Johnston( | R, C, P | 12 weeks | 13 (7 M, 6 F); T2DM; medicated | 66 ± 8·4 | 34·8 ± 8·0 | Two cheese sticks, 5 d/week ( | 20 g/d almonds (28 g or 1 oz, 5 d/week) ( | Foods were self-selected |
| Damasceno | R, C, X, SB | 4 weeks (no WO) | 18 (9 M, 9 F); hypercholesterolaemic; non-medicated | 56 ± 13 | 25·7 ± 2·3 | 35 to 50 g/d olive oil | 50 to 75 g/d almonds (raw, shelled, Spanish Marcona variety) | Mediterranean-type diet prescribed; foods were self-selected |
| Foster | R, C, P | 18 months | 92 (M and F); generally healthy; non-medicated | 46·8 ± 12·5 | 34·0 ± 3·6 | No nuts or peanut butter ( | 56 g/d almonds ( | Low-energy diet prescribed; foods were self-selected |
| Jenkins | R, C, X | 4 weeks (≥2 weeks WO) | 27 (15 M, 12 F); hyperlipidaemic; non-medicated | 64 ± 9 | 25·7 ± 3 | 147 ± 6 g/d muffin | 37 ± 2 g/d whole almonds (raw, unblanched) with 75 ± 3 g/d muffin | Self-selected low-fat therapeutic diet (selected following dietary instruction) |
| Jenkins | 73 ± 3 g/d whole almonds (raw, unblanched) | |||||||
| Jia | R, C, P | 4 weeks | 30 M; generally healthy, habitual smokers; part of an army unit; medication status NR | 22·3 ± 1·8 | NR | No almonds ( | 84 g/d (3 oz) almond powder ( | Meals provided by army unit canteen |
| Jia | 22·1 ± 1·8 | 168 g/d (6 oz) almond powder ( | ||||||
| Kurlandsky & Stote stratum 1( | R, C, P | 6 weeks | 47 F; healthy normocholesterolaemic; non-medicated | 46·6 ± 9·4 | 25·7 ± 3·8 | No nuts or chocolate ( | 60 g/d almonds ( | Dark chocolate and almonds provided; foods were otherwise self-selected |
| Kurlandsky & Stote stratum 2( | 41·1 ± 10·2 | 25·5 ± 3·8 | 41 g/d dark chocolate ( | 41 g/d dark chocolate and 60 g/d almonds ( | ||||
| Li | R, C, X | 4 weeks (2 weeks WO) | 20 (9 M, 11 F); T2DM; medicated | 58 ± 2 | 26·0 ± 0·7 | No almonds | About 56 g/d whole almonds (roasted, unsalted, unblanched); 20 % of TDEI from almonds | Meals prepared by metabolic kitchen |
| Lovejoy | R, DB, X | 4 weeks (2 weeks WO) | 30 (13 M, 17 F); T2DM; medicated | 53·8 ± 10·4 | 33·0 ± 1·0 | Olive oil or canola oil; fat comprised 25 % of TDEI, with 10 % from olive or canola oil | 57 to 113 g/d almonds (in meals and snacks); fat comprised 25 % of TDEI, with 10 % from almonds | Meals provided |
| Lovejoy | Olive oil or canola oil; fat comprised 37 % of TDEI, with 10 % from olive or canola oil | 57 to 113 g/d almonds (in meals and snacks); fat comprised 37 % of TDEI, with 10 % from almonds | ||||||
| Ruisinger | R, C, P | 4 weeks | 48 (24 M, 24 F); medicated (on stable statin therapy | 59·6 ± 11·1 | 29·2 ± 4·3 | NCEP ATP III diet counselling ( | NCEP ATP III diet counselling and 100 g/d whole almonds (raw, unsalted) ( | Diet counselling provided |
| Sabaté | R, C, X | 4 weeks (no WO | 25 (14 M, 11 F); generally healthy or mildly hypercholesterolaemic; non-medicated | NR (20 to 60) | NR | No almonds | About 34 g almonds/2000 kcal (in meals and snacks); 10 % of TDEI from almonds | Meals prepared by a metabolic kitchen |
| Sabaté | About 68 g almonds/2000 kcal (in meals and snacks); 20 % of TDEI from almonds | |||||||
| Spiller | R, C, P | 4 weeks | 45 (12 M, 33 F); generally healthy; non-medicated | 53 ± 10 | NR | 48 g/d olive oil, 113 g/d cottage cheese, and 21 g/d rye crackers ( | 100 g/d whole or ground almonds (raw, unblanched) ( | Diet was both prescribed and self-selected |
| Spiller | 85 g/d cheddar cheese, 28 g/d butter, and 21 g/d rye crackers ( | |||||||
| Sweazea | R, C, P | 12 weeks | 21 (9 M, 12 F); T2DM; medicated | 56·2 ± 7·5 | 35·3 ± 8·3 | No almonds ( | 43 g (1·5 oz) whole almonds, five to seven times/week ( | Foods were self-selected |
| Tamizifar | R, SB | 4 weeks (5 to 7 d WO) | 30 (17 M, 13 F); hypercholesterolaemic; non-medicated | 56 ± 6·1 | 24·1 ± 4·5 | No nuts, nut butter or margarines, or nut oils | 25 g/d almond powder | Foods were self-selected from a provided list |
| Tan & Mattes stratum 1( | R, C, P | 4 weeks | 137 (48 M, 89 F); at risk of T2DM; non-medicated | 30·8 ± 10·6 | 27·6 ± 4·6 | No nuts or seeds ( | 43 g/d almonds with breakfast ( | Foods were self-selected |
| Tan & Mattes stratum 2( | 28·2 ± 10·2 | 27·9 ± 4·7 | 43 g/d almonds as morning snack (2 h after breakfast and 2 h before lunch) ( | |||||
| Tan & Mattes stratum 3( | 29·0 ± 11·7 | 28·0 ± 4·2 | 43 g/d almonds with lunch ( | |||||
| Tan & Mattes stratum 4( | 28·9 ± 10·8 | 27·6 ± 4·8 | 43 g/d almonds as afternoon snack (2 h after lunch and 2 h before dinner) ( | |||||
| Wien | R, C, P | 24 weeks | 52 (M and F); with a medical diagnosis that could benefit from weight reduction | 55 ± 2·0 | 38·0 ± 1·0 | Low-energy liquid formula + complex CHO ( | Low-energy liquid formula + 84 g/d whole, unblanched almonds ( | Low-energy liquid formula provided; complex CHO foods were self-selected from a provided list |
| Wien | R, C, P | 16 weeks | 54 (M and F); prediabetic | 53·5 ± 10·1 | 29·5 ± 5 | No tree nuts or peanuts ( | About 60 g/d almonds (raw or dry roasted); 20 % of TDEI from almonds ( | Foods were self-selected |
R, randomised; C, controlled; P, parallel; F, females; X, crossover; WO, washout; M, males; T2DM, type 2 diabetes mellitus; SB, single-blinded; NR, not reported; TDEI, total daily energy intake; DB, double-blinded; NCEP ATP III, National Cholesterol Education Program Adult Treatment Panel's Third Report on Therapeutic Lifestyle Changes; CHO, carbohydrates; ACE, angiotensin-converting enzyme; HRT, hormone replacement therapy; ADA, American Diabetes Association.
For P studies, the weighted mean age/BMI and pooled sd were calculated by using the mean age/BMI and sd values that were reported separately for the individual groups.
Subjects had not been prescribed insulin; rather, subjects were on stable oral hypoglycaemic therapy.
In another arm of this trial, subjects were administered 40 to 65 g/d of walnuts; however, according to the study exclusion criteria, the control is not acceptable if it consists of another tree nut or any tree nut fraction. Thus, the results of the walnuts intervention arm were excluded from the analysis.
Damasceno et al.() acknowledged that, given the nature of the foods provided, which could not be masked, the study was unblinded; however, it was noted that investigators involved in the preparation of databases and laboratory determinations were masked with respect to treatment sequence.
The almonds partially replaced other MUFA-rich foods, such as olives and avocados.
The Mediterranean-type, cholesterol-lowering diet was composed of natural foodstuffs. Vegetable products and fish were emphasised, while red and processed meats, whole-fat dairy products and eggs were limited. Recipes using nuts were provided to the subjects who consumed the nuts with meals in desserts or salads or as snacks.
During the first 5 weeks, subjects received whole, raw almonds only. From week 6, roasted almonds were introduced and, over time, a variety of isoenergetic, flavoured almonds were used.
The majority of the subjects were not medicated; however, 3 M and 5 F were taking the following medications: statins (n 2), β-blocking agents (n 3), ACE inhibitors (n 3), angiotensin II AT1 receptor blockers (n 1), thiazide diuretics (n 2), levothyroxine (n 2) and HRT (n 2). Medication dosages were held constant throughout the study.
Subjects did not use lipid-lowering medications or dietary supplements. Subjects were allowed to be on stable regimens of oral contraceptives and HRT.
Subjects did not receive insulin therapy; rather, all subjects were on stable oral hypoglycaemic therapy.
Almonds were incorporated into the control diet to replace 20 % of TDEI in the control diet; depending on the menus, almonds were either incorporated into entrées and desserts or consumed as a snack.
In this study, subjects were provided with all foods needed for the duration of the study; since the study was crossover in design but described as DB, it is assumed that almond powder was used in the formulation of the entrées and snacks. However, it remains unclear how true double-blinding was achieved, given that the subjects could have tasted the almonds in their foods (it is possible that the ‘control’ foods were flavoured with an almond extract; however, this was not described in the publication).
Subjects on lipid-lowering or insulin therapy were excluded. Eleven F received HRT, and sixteen of the subjects were taking oral hypoglycaemic agents.
Regarding background diets, on weekdays, the subjects were required to consume breakfast and dinner under supervision at the Pennington Biomedical Research Center's dining facility; weekday lunches and snacks and all weekend meals were packaged for take-out.
Subjects were taking chronic statin therapy, defined as a consistent statin dose for at least 8 weeks before study entry with continuation of the same dose during the 4-week study period. Subjects who took lipid-lowering agents other than statins were excluded. Post-menopausal F who were not taking HRT or were on a consistent HRT dose were included. F of child-bearing potential using an effective form of contraception were allowed to participate in the study.
Subjects received NCEP ATP III diet counselling via telephone and instructions on how to compensate for the added energy from the almonds.
The authors argued that a WO was not included because serum lipids and lipoproteins are known to stabilise within 3 weeks.
Although the mean BMI was NR, it should be noted that a BMI >30 kg/m2 was an exclusion criterion.
On Sunday to Friday of each week, subjects ate breakfast and dinner at the Loma Linda University metabolic kitchen. Lunch meals and all Saturday meals were packaged for consumption away from the metabolic kitchen.
The mean age was provided for the forty-five study completers. Because the mean age was not provided for each group, the weighted mean age for each comparison could not be calculated.
All subjects were provided with whole-grain bread, brown rice, pasta, non-fat yogurt, rice cakes, dry beans, lentils, and couscous and were instructed to eat these foods a set number of times during each week. Subjects rounded out their daily food intake with fruits, vegetables, other whole grains, legumes, low-fat or non-fat milk (whole milk dairy products were not allowed), egg whites and lean fish. Lean beef was allowed twice weekly, and poultry and fatty fish were permitted up to four times weekly. Up to four whole eggs were permitted/week, but only if the subject had been consuming eggs prior to the study. Foods not allowed included: commercial or homemade products containing fats other than the study fat, and products made with refined flour (e.g. snack foods, chips, crackers, cakes, pastries, pies, candy or ice cream). Usual coffee, tea, alcohol and soft drink consumption was permitted.
Subjects on insulin therapy were excluded. Subjects taking prescription medications, including oral hypoglycaemic agents, statins or hypertensive medications were instructed to maintain consistent use throughout the study.
The study by Tamizifar et al.() was described as SB. Given that, during the almond phase of the crossover study, the subjects were given almond powder and, during the control phase, the subjects were not administered anything, it is assumed that the investigators were blinded, and not the subjects.
Subjects were considered at risk of T2DM if they were overweight or obese (BMI >27 kg/m2) or were normal weight (BMI 18·5–24·9 kg/m2) but had a strong family history for T2DM.
The proportion of subjects with a diagnosis of hypertension at baseline was 62 % in the control group and 50 % in the almond group; the proportion of subjects with T2DM was NR. However, it was noted that during randomisation, subjects were stratified according to the presence or absence of T2DM.
Prediabetes was diagnosed according to the 2005 ADA diagnostic guidelines: fasting blood glucose between 100 and 125 mg/dl (5·56 and 6·94 mmol/l) or casual blood glucose ≥140–199 mg/dl (≥7·78–11·06 mmol/l).
Subjects taking corticosteroids or immunosuppressant medications were excluded. Two subjects in each group were taking lipid-lowering medications.
Summary of study design and duration, almond dose and baseline blood lipids
| References | Study design | Dose (g/d) | Control food/diet | Duration (weeks) | TC | LDL-C | HDL-C | TAG | TC: HDL-C | LDL-C: HDL-C | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| X | ≥45 | <45 | Pr | NPr | <12 | ≥12 | BL | EOT | BL | EOT | BL | EOT | BL | EOT | ||||
| Abazarfard | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | O | ✓ | N.O. | ✓ | ✓ | – | ||||
| Berryman | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | O | ✓ | O | ✓ | ✓ | ✓ | ||||
| Cohen & Johnston( | ✓ | ✓ | ✓ | ✓ | O | ✓ | O | ✓ | – | – | N.O. | ✓ | – | – | ||||
| Damasceno | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | O | ✓ | O | ✓ | – | ✓ | ||||
| Foster | ✓ | ✓ | ✓ | ✓ | O | ✓ | N.O. | ✓ | O | ✓ | O | ✓ | ✓ | – | ||||
| Jenkins | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | O | ✓ | N.O. | ✓ | ✓ | ✓ | ||||
| Jenkins | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | O | ✓ | O | ✓ | ✓ | ✓ | ||||
| Jia | ✓ | ✓ | ✓ | ✓ | O | ✓ | – | – | – | – | O | ✓ | – | – | ||||
| Jia | ✓ | ✓ | ✓ | ✓ | O | ✓ | – | – | – | – | O | ✓ | – | – | ||||
| Kurlandsky & Stote stratum 1( | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | O | ✓ | O | ✓ | – | – | ||||
| Kurlandsky & Stote stratum 2( | ✓ | ✓ | ✓ | ✓ | O | ✓ | N.O. | ✓ | O | ✓ | O | ✓ | – | – | ||||
| Li | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | O | ✓ | O | ✓ | – | ✓ | ||||
| Lovejoy | ✓ | ✓ | ✓ | ✓ | O | ✓ | N.O. | ✓ | O | ✓ | – | ✓ | ✓ | ✓ | ||||
| Lovejoy | ✓ | ✓ | ✓ | ✓ | O | ✓ | N.O. | ✓ | O | ✓ | – | ✓ | ✓ | ✓ | ||||
| Ruisinger | ✓ | ✓ | ✓ | ✓ | O | ✓ | N.O. | ✓ | O | ✓ | N.O. | ✓ | – | – | ||||
| Sabaté | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | O | ✓ | O | ✓ | – | ✓ | ||||
| Sabaté | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | O | ✓ | O | ✓ | – | ✓ | ||||
| Spiller | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | – | – | – | – | – | – | ||||
| Spiller | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | – | – | – | – | – | – | ||||
| Sweazea | ✓ | ✓ | ✓ | ✓ | O | ✓ | N.O. | ✓ | O | ✓ | N.O. | ✓ | – | – | ||||
| Tamizifar | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | N.O. | ✓ | N.O. | ✓ | ✓ | – | ||||
| Tan & Mattes stratum 1( | ✓ | ✓ | ✓ | ✓ | O | ✓ | O | ✓ | O | ✓ | O | ✓ | – | – | ||||
| Tan & Mattes stratum 2( | ✓ | ✓ | ✓ | ✓ | O | ✓ | O | ✓ | O | ✓ | O | ✓ | – | – | ||||
| Tan & Mattes stratum 3( | ✓ | ✓ | ✓ | ✓ | O | ✓ | O | ✓ | O | ✓ | O | ✓ | – | – | ||||
| Tan & Mattes stratum 4( | ✓ | ✓ | ✓ | ✓ | O | ✓ | O | ✓ | O | ✓ | O | ✓ | – | – | ||||
| Wien | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | N.O. | ✓ | N.O. | ✓ | – | ✓ | ||||
| Wien | ✓ | ✓ | ✓ | ✓ | N.O. | ✓ | N.O. | ✓ | O | ✓ | O | ✓ | ✓ | – | ||||
| Total | 17 | 10 | 17 | 10 | 14 | 13 | 21 | 6 | 14 N.O. | 27 | 20 N.O. | 25 | 2 N.O. | 22 | 7 N.O. | 25 | 9 | 10 |
TC, total cholesterol; LDL-C; LDL-cholesterol; HDL-C; HDL-cholesterol; P, parallel; X, crossover; Pr, provided; NPr, not provided; BL, baseline; EOT, end of treatment; N.O., not optimal; O, optimal; –, not reported.
Mean baseline TC, LDL-C, HDL-C and TAG were categorised as O or N.O., based on the targets established in the National Cholesterol Education Program Adult Treatment Panel III guidelines (i.e. optimal blood lipid levels were defined as: TC < 5·17 mmol/l; LDL-C < 2·59 mmol/l; HDL-C ≥ 1·03 mmol/l; TAG < ·69 mmol/l).
In the study by Spiller et al. strata 1 and 2(), HDL-C and TAG levels were assessed at BL and at EOT; however, values were presented only in figure form, with no measures of variability. The results related to HDL-C and TAG could not be included in the meta-analyses.
Effects of almonds on blood lipid levels: results of meta-analyses of randomised controlled trials*†
| TC (mmol/l) | LDL-C (mmol/l) | HDL-C (mmol/l) | TAG (mmol/l) | TC:HDL-C | LDL-C:HDL-C | ||
|---|---|---|---|---|---|---|---|
| All strata | |||||||
| −0·153 (−0·235, −0·070) | −0·124 (−0·196, −0·051) | −0·017 (−0·043, 0·009) | −0·067 (−0·132, −0·002) | −0·207 (−0·362, −0·052) | −0·089 (−0·209, 0·031) | ||
| Almond dose (g/d) | ≥45 | ||||||
| −0·212 (−0·315, −0·108) | −0·132 (−0·209, −0·054) | −0·020 (−0·050, 0·010) | −0·071 (−0·159, 0·017) | −0·173 (−0·382, 0·037) | −0·065 (−0·230, 0·101) | ||
| <45 | |||||||
| −0·039 (−0·188, 0·109) | −0·060 (−0·223, 0·103) | −0·008 (−0·071, 0·055) | −0·064 (−0·162, 0·034) | −0·260 (−0·404, −0·116) | −0·186 (−0·279, −0·094) | ||
| Baseline lipid level | Not optimal | NA | NA | ||||
| −0·271 (−0·394, −0·148) | −0·158 (−0·238, −0·078) | −0·189 (−0·447, 0·069) | |||||
| Optimal | NA | NA | |||||
| −0·044 (−0·125, 0·038) | 0·100 (−0·064, 0·265) | 0·003 (−0·016, 0·021) | −0·034 (−0·075, 0·007) | ||||
| Study design | Crossover | ||||||
| −0·182 (−0·261, −0·103) | −0·205 (−0·316, −0·094) | −0·017 (−0·066, 0·031) | −0·017 (−0·112, 0·077) | −0·147 (−0·320, 0·026) | −0·138 (−0·210, −0·066) | ||
| Parallel | |||||||
| −0·135 (−0·268, −0·002) | −0·048 (−0·117, 0·022) | −0·014 (−0·052, 0·023) | −0·111 (−0·204, −0·017) | −0·336 (−0·693, 0·021) | |||
| Control food/diet | Provided | ||||||
| −0·147 (−0·241, −0·053) | −0·155 (−0·241, −0·069) | 0·015 (−0·008, 0·038) | −0·062 (−0·132, 0·008) | −0·100 (−0·266, 0·067) | −0·138 (−0·210, −0·066) | ||
| Not provided | |||||||
| −0·152 (−0·293, −0·011) | −0·093 (−0·193, 0·007) | −0·028 (−0·069, 0·014) | −0·085 (−0·188, 0·018) | −0·386 (−0·688, −0·084) | |||
| Duration (weeks) | <12 | ||||||
| −0·141 (−0·210, −0·072) | −0·151 (−0·231, −0·071) | −0·013 (−0·048, 0·022) | −0·046 (−0·100, 0·009) | −0·147 (−0·320, 0·026) | −0·138 (−0·210, −0·066) | ||
| ≥12 | |||||||
| −0·169 (−0·520, 0·182) | −0·031 (−0·142, 0·079) | −0·027 (−0·100, 0·046) | −0·155 (−0·416, 0·106) | −0·336 (−0·693, 0·021) | |||
TC, total cholesterol; LDL-C, LDL-cholesterol; HDL-C, HDL-cholesterol; NA, not applicable.
For each meta-analysis, the results indicate (in vertical order from top to bottom): n (the number of strata), the pooled effect/point estimate, the 95 % CI, and the statistical significance of the point estimate. Subgroup analyses were conducted if there were at least three or more strata.
An assessment of publication bias was conducted for each lipid parameter, but only for the meta-analysis that included all strata. Publication bias was not identified for TC, LDL-C, HDL-C or TAG. For the ratio of TC:HDL-C, two studies were found to be missing to the right of the pooled effect, and with the missing studies imputed, the pooled effect was −0·120 (95 % CI −0·289, 0·050). For the ratio of LDL-C:HDL-C, two studies were found to be missing to the right of the pooled effect, and with the missing studies imputed, the pooled effect was −0·059 (95 % CI −0·175, 0·056).
Fig. 2.Effect of almond consumption on total cholesterol (TC).
Fig. 3.Effect of almond consumption on LDL-cholesterol (LDL-C).
Fig. 4.Effect of almond consumption on HDL-cholesterol (HDL-C).
Fig. 5.Effect of almond consumption on TAG.
Fig. 6.Effect of almond consumption on the ratio of total cholesterol:HDL-cholesterol (TC:HDL-C).
Fig. 7.Effect of almond consumption on the ratio of LDL-cholesterol:HDL-cholesterol (LDL-C:HDL-C).