| Literature DB >> 28399838 |
Sai Krupa Das1,2, Taylor A Vail3,4, Namibia Lebrón-Torres3,4, Kara A Livingston3, Susan B Roberts3,4, Gail T Rogers3, Cheryl H Gilhooly3,4, Lorien E Urban3, Edward Saltzman4, Nicola M McKeown3,4, Sara C Folta4.
Abstract
BACKGROUND: Nutrition clubs (NC) operate in community settings and provide members with nutrition education and meal replacements for weight management. NC are owned and operated by distributors of Herbalife products. There are over 6200 NC in the US, but there has been no independent assessment of the association of these NC with biomarkers of health.Entities:
Keywords: Health promotion; Metabolic syndrome; Nutrition assessment; Obesity; Program evaluation
Mesh:
Substances:
Year: 2017 PMID: 28399838 PMCID: PMC5387219 DOI: 10.1186/s12889-017-4219-6
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Participant characteristics of club members vs. controls
|
| Club Members | Controls |
|
|---|---|---|---|
| Site | |||
| 1 | 30 (30%) | 30 (30%) | 0.99b |
| 2 | 27 (27%) | 27 (27%) | 0.99b |
| 3 | 12 (12%) | 12 (12%) | 0.99b |
| 4 | 13 (13%) | 13 (13%) | 0.99b |
| 5 | 10 (10%) | 10 (10%) | 0.99b |
| 6 | 8 (8%) | 8 (8%) | 0.99b |
| Age (yrs) | 41.1 ± 10.9 | 39.7 ± 12.9 | 0.12 |
| Gender (% male) | 36 (36%) | 36 (36%) | 0.99b |
| Race/Ethnicity | |||
| White | 27 (27%) | 27 (27%) | 0.99b |
| Hispanic/Latino/Spanish | 73 (73%) | 73 (73%) | 0.99b |
| Annual household income | |||
| Less than $14,999 | 29 (29%) | 34 (34%) | 0.46 |
| $15,000–$29,999 | 21 (21%) | 20 (20%) | 0.86 |
| $30,000–$49,999 | 16 (16%) | 20 (20%) | 0.60 |
| $50,000–99,999 | 18 (18%) | 18 (18%) | 0.99 |
| $100,000–$149,999 | 10 (10%) | 4 (4%) | 0.15 |
| $150,000+ | 6 (6%) | 4 (4%) | 0.73 |
| Current Smokers (%) | 6 (6%) | 13 (13%) | 0.17 |
| Supplement Use | 26 (26%) | 21 (21%) | 0.58 |
| % self-reporting diabetes | 11 (11%) | 12 (12%) | 0.81 |
| % using medication for diabetes | 7 (7%) | 10 (10%) | 0.55 |
| % self-reporting high cholesterol | 27 (27%) | 12 (12%) |
|
| % using medication for high cholesterol | 12 (12%) | 9 (9%) | 0.61 |
| % self-reporting hypertension | 8 (8%) | 15 (15%) | 0.17 |
| % using medication for hypertension | 5 (5%) | 13 (13%) | 0.08 |
| % self-reporting heart disease | 3 (3%) | 1 (1%) | 0.62 |
| % using medication for heart disease | 3 (3%) | 0 (0%) | n/a |
| Highest level of education completed | |||
| Never attended school | 3 (3%) | 1 (1%) | 0.62 |
| Elementary school | 31 (31%) | 22 (22%) | 0.14 |
| High school | 30 (30%) | 41 (41%) | 0.05 |
| Professional certificate or college 1–3 yrs | 13 (13%) | 19 (19%) | 0.18 |
| Bachelor’s degree | 17 (17%) | 13 (13%) | 0.45 |
| Graduate or professional degree | 6 (6%) | 4 (4%) | 0.75 |
| Health Behaviors | |||
| SF36 Health Survey Measures (norm-based)c | |||
| General health | 58.2 ± 7.8 | 52.7 ± 10.8 |
|
| Bodily pain | 54.7 ± 8.7 | 52.1 ± 10.6 |
|
| Mental health | 53.5 ± 9.1 | 51.0 ± 11.1 | 0.09 |
| Physical functioning | 55.0 ± 5.4 | 54.9 ± 4.6 | 0.78 |
| Role limitations due to emotional problems | 52.5 ± 7.9 | 51.8 ± 8.6 | 0.52 |
| Role limitations due to physical problems | 54.5 ± 6.6 | 53.8 ± 6.5 | 0.43 |
| Social functioning | 52.7 ± 7.4 | 51.4 ± 9.4 | 0.25 |
| Vitality | 57.3 ± 7.6 | 53.8 ± 9.4 |
|
| Mental health component score | 52.9 ± 8.3 | 50.7 ± 10.7 | 0.11 |
| Physical health component score | 56.2 ± 6.4 | 54.3 ± 6.8 |
|
| AHEI score, median ± IQR (range)d | 67.7 ± 13.4 (42.8–83.6) | 60.4 ± 11.9 (35.5–80.2) |
|
| Physical Activity | |||
| IPAQ walking MET minutes/week, median (range)e | 594 (66–11,088) | 792 (23.1–11,088) | 0.49 |
| Total steps (per day)f | 6310.7 ± 3540.2 | 5393.8 ± 4045.6 | 0.12 |
| IPAQ summary score, median (range)g | 3180 (132–27,090) | 4293 (99–32,725) | 0.27 |
| MOS sleep summary score, median (range)h | 52.2 (23.1–63.8) | 50.2 (25.0–63.8) |
|
| Depression: CESD total score, median (range)i | 7.0 (0–42) | 6.0 (0–48) | 0.45 |
| % Depressedi | 19 (20.0%) | 25 (26.3%) | 0.40 |
N (%), mean ± SD, or median (range)
IPAQ International Physical Activity Questionniare, MOS Medical Outcomes Study, CESD Center for Epidemiologic Studies Depression Scale, AHEI Alternative Healthy Eating Index
aPaired t test for age, SF36 health survey measures, food intake behavior, and family/friend encouragement, discouragement, and participation questions; Wilcoxon signed rank test for CESD, IPAQ, MOS sleep summary scores, and AHEI score; McNemar’s test for others. Significant p-values are indicated by italicized numbers in bold
bvariable was part of matching criteria for study
chigher scores indicate better health/ better outcome (ie. better general health, less bodily pain, better mental health, etc.)
dAHEI is an 11 component score measuring diet quality, based on current scientific knowledge, and scores can range from 0 (worst/least healthy) to 120 (best/most healthy); assessed by Block Food Frequency Questionniare (N = 94 pairs), restricting to participants reporting energy intake 500 ≤ kcal ≤6000
eMET = ‘metabolic equivalent task’ which expresses the intensity of a physical activity; walking MET = 3.3 x walking minutes x walking days; thus, an individual walking 30 min per day for 7 days per week would be assigned walking MET = 3.3 × 30 × 7 = 693 MET minutes/week; N = 87 pairs
f N = 88 pairs
gsummary score is sum of MET minutes/week for walking, moderate, and vigorous activity; IPAQ assigns walking 3.3 METs, moderate activity 4.0 METs, and vigorous activity 8.0 METs; N = 97 pairs
h N = 99 pairs; MOS sleep index score based on 6 components and is an overall measure of the extent/severity of sleep problems; higher score indicates fewer sleep-related problems
i N = 95 pairs; score of less than 16 indicates no clinically significant depression, and 16 is sub-threshold for clinical depression
Body composition and cardiometabolic health
| Mean ± SD | Club Members | Controls |
|
| Weight (kg) | 80.2 ± 17.7 | 77.3 ± 19.1 | 0.07 |
| Height (cm) | 162.8 ± 10.0 | 162.0 ± 9.3 | 0.44 |
| BMI (kg/m2) | 30.1 ± 5.1 | 29.3 ± 5.8 | 0.07 |
| % body fatb | 35.5 ± 8.7 | 32.8 ± 8.6 |
|
| Diastolic blood pressure (mmHg) | 79.5 ± 9.9 | 77.1 ± 11.3 | 0.05 |
| Systolic blood pressure (mmHg) | 127.0 ± 16.8 | 128.0 ± 17.5 | 0.60 |
| Waist to Hip Ratio | 0.87 ± 0.09 | 0.89 ± 0.09 |
|
| Insulin (uIU/ml), serumc | 7.9 (6.8, 9.1) | 11.5 (9.9, 13.4) |
|
| HbA1c (%), whole bloodd | 5.6 ± 0.7 | 6.0 ± 1.2 |
|
| % Prediabetic (5.7 < HbA1c ≤ 6.4) | 21.0 (21.9%) | 24.0 (25.0%) | 0.73 |
| % Diabetic (HbA1c ≥6.4) | 9.0 (9.4%) | 20.0 (20.8%) |
|
| N (%) | Club Members | Controls |
|
| Metabolic Syndromef,g | 23 (24.2%) | 36 (37.9%) |
|
| Large waist circumferencef,h | 55 (57.9%) | 55 (57.9%) | 0.99 |
| High fasting triglyceridesf,i | 20 (21.0%) | 29 (30.5%) | 0.17 |
| Low fasting HDL cholesterolf, j | 28 (29.5%) | 38 (40.0%) | 0.16 |
| Elevated blood pressuref,k | 38 (40.0%) | 45 (47.4%) | 0.26 |
| High fasting glucosef,l | 22 (23.2%) | 30 (31.6%) | 0.20 |
| High Cholesterolm | 16 (16.7%) | 11 (11.5%) | 0.38 |
| Elevated CRPn | 26 (27.1%) | 35 (36.5%) | 0.17 |
apaired t-test used to determine significance; 100 club members, 100 controls. Significant p-values are indicated by italicized numbers in bold
b N = 93 pairs
c N = 94 pairs
d N = 96 pairs, Elevated HbA1c, reflecting pre-diabetes, was defined as 5.7 < HbA1c ≤ 6.4%
eMcNemar’s test used for metabolic syndrome and its components, high cholesterol, elevated CRP, and elevated HbA1c; paired t test used for total metabolic health score; Significant p-values are indicated by italicized numbers in bold
f N = 95 pairs;
gBased on the ATP 3 guidelines of having 3 or more of the following;
hwaist circumferences of >102 cm for men and >88 cm for women;
ifasting plasma triglycerides ≥150 mg/dL or taking cholesterol lowering medication;
jfasting HDL cholesterol <40 mg/dL for men or <50 mg/dL for women, or taking cholesterol lowering medication;
ksystolic blood pressure ≥ 130 mmHg and/or diastolic blood pressure ≥ 85 mmHg, or taking hypertension medication;
lfasting plasma glucose ≥100 mg/dL or taking diabetes medication;
mN = 96 pairs, High cholesterol was defined as taking lipid-lowering medication or having fasting LDL cholesterol >160 mg/dL or fasting total cholesterol of >240 mg/dL;
n N = 96 pairs, Elevated CRP was defined as >3 mg/L
Nutritional markersa
| Geometric means and 95% CI | Club Members | Controls |
|
|---|---|---|---|
| α-tocopherol (μg/dL), serum | 1275 (1202, 1354) | 1157 (1090, 1229) |
|
| Serum Vitamin E: Total Cholesterol ratio | 6.8 (6.5, 7.1) | 6.0 (5.7, 6.3) |
|
| Vitamin D 25(OH) (ng/dL), plasmac | 27.3 (25.1, 29.8) | 23.2 (21.2, 25.2) |
|
| N (%) deficient vitamin D using IOM (20 ng/mL) cutpointb | 13 (13.5%) | 35 (36.5%) |
|
aadjusted for site, current smoker (y/n), alcohol intake, dietary supplement use (defined as reported use of at least 1 to 3 times per week of the following:regular once-a-day, centrum etc. ., stress-tabs or B-complex vitamins, vitamin E or vitamin D)
bnot adjusted; 96 pairs; deficient defined as <20 ng/mL, P-value from McNemar’s test
c vitamin D analysis additionally adjusted for season; p-values from Type III fixed effects ANOVA from a linear mixed model with pair ID as a random effect to take into account the paired nature of the data; N = 92 pairs
Significant p-values are indicated by italicized numbers in bold
Fig. 1Primary reason for joining the club
Fig. 2How satisfied are you with the nutrition club you have been attending
Fig. 3Self-reported health compared to one year ago