2.1 Preparation of DRB
A mix of brown local Thai rice (Oryza sativa L.) varieties were procured from a local rice mill in the central area of Thailand. A full fat rice bran obtained after a milling process. Thereafter, full fat rice bran underwent heat treatment for stabilization before oil extraction process. In the solvent extraction process, stabilized rice bran is extracted with n-hexane. This procedure provides crude rice bran oil and DRB. The crude rice bran oil contained 41.13% monounsaturated fatty acids (40.6% oleic acids), 34.24% polyunsaturated fatty acids (32.92% linoleic acids) and 24.63% saturated fatty acids, (20.9% palmitic acids) (Gas Chromatography AOCS 1c-89).Rice bran were heated to 120-130 degree Celsius for 30 seconds via steam and high compression friction. DRB, were powdered, and heated to lower moisture to less than 6%, then passed through a 60-mesh sieve and stored in air tight containers under hygienic conditions at room temperature, then kept in a dry place until further use. These processes were done at the Thai Ruam Jai Vegetable Oil Co., Ltd. Thailand.
In this clinical trial, DRB was obtained in one batch to maintain homogeneity. For safety purposes, microorganisms (E.coli, S.aureus and coliforms), and other toxic substances (Lead, Cadmium, Arsenic, Alflatoxin) were tested and results showed values within the normal range according to the guidelines of the Thai Food and Drug Administration. Protein content (amino acids), fat, and micro-nutrients composition were determined according to the AOAC standard protocol [14]. Before the clinical trial, 15 grams of DRB was weighed and tightly sealed in an aluminium sachet. Five grams of tapioca-maltodextrin was packed in the same size and type of aluminium sachet to be used as a placebo control. Maltodextrin purchased from Krungthepchemi, Bangkok Thailand. Nutrition composition of DRB (30 grams) and Maltodextrin (10 grams) are shown in Table 1. In this study, 30 grams of DRB provided 90 kcal, 17.78 grams carbohydrates, 5.55 grams protein, 7.78 grams fiber, and 0 grams fat. Maltodextrin 10 grams provided 40 kcal and 9.5 grams carbohydrates.
Table 1
The nutritional composition of DRB (30 grams) and maltodextrin (10 grams).
Nutrients | DRB (30 grams) | Maltodextrin (10 grams) |
Energy (kcal) | 90 | 40 |
Carbohydrates (g) | 17.78 | 9.5 |
Protein (g) | 5.55 | 0 |
Fat (g) | 0 | 0 |
Fiber (g) | 7.78 | 0 |
2.2 Study design
Participants were recruited by an advertisement poster in the neighbourhood of Chulalongkorn University, Bangkok, Thailand. A nurse and a registered dietitian screened participants for the inclusion criteria, which included participants who were aged 18 to 60 years old, were overweight or obese with a BMI ≥ 23 kg/m2 and fasting total cholesterol (TC) > 200 mg/dL, with no known metabolic-related diseases, no rice bran allergies, and no eating disorders. Participants who smoked, drank alcoholic beverages, had diseases and/or took any medication and dietary supplements related to weight control or could have confounded any study indicators were excluded.
A 12-week, double-blinded, randomized controlled trial was conducted to examine the metabolic properties of DRB in overweight/obese participants with hypercholesterolemia. Sixty-nine participants complied with the inclusion criteria and were randomly allocated (according to www.graphpad.com) to one of the following groups: the intervention (DRB) group (n = 35) or the placebo control group (n = 34). In the DRB group, five participants withdrew from the study because of lack of follow-up (n=3), GI disturbance (n=1) and personal reasons (n=1). In the control group, three participants withdrew because of a lack of follow-up (n=3). In total, 31 participants (23 females, 8 males) in the control group and 30 participants (21 females, 9 males) in the DRB group completed this study. (Figure 1)
Daily, participants were advised to consume two sachets of DRB (15 grams DRB per sachet) or two sachets of placebo (5 grams maltodextrin per sachet) before a regular meal (breakfast and dinner). During the 12 weeks of intervention, participants were requested to continue their usual diets and maintain their physical activity throughout the study. In addition, they were instructed not to consume any rice bran or rice bran derived products during the study.
After a week-long run-in period, both groups of participants were requested to visit the clinic at the department of nutrition and dietetics, Chulalongkorn University, Bangkok, Thailand, five times: at weeks 0 (baseline), 3, 6, 9 and 12 after intervention to examine the parameters of interest, including blood pressure, anthropometric parameters, and dietary records. Venous blood for the measurement of the parameters of interest including fasting blood glucose (FBG), insulin, HbA1C, fasting blood lipid profiles (TC, TG, HDL-c and LDL-c), and inflammatory cytokines (hs-CRP), and homocysteine levels was drawn at weeks 0, 6 and 12. At each clinic visit, the three week's supply of tested foods were distributed, any unused sachets from the previous visit were collected and counted. The participants will be followed up for compliance by randomly phone call two times a week (one weekday and one weekend day).
2.3 Anthropometric assessment
Body weight, muscle mass, fat mass and fat free mass were measured using a bioelectrical impedance analyzer (MC-980 MA body composition analyzer, TANITA Corporation, Tokyo, Japan). Participants dress in light attire and bare feet. Eight polar electrodes were positioned, so that electric current was supplied from the electrodes on both feet and hands. Voltage was then measured on the heels of both feet and the near sides of both hands. Waist circumference was measured to the nearest 1.0 cm using a standard measuring tape at a point right above the iliac crest on the mid-axillary line at minimal respiration. Body mass index (BMI) was calculated as weight/height2 (in kilograms per square meter). Blood Pressure was measured using OMRON HEM-8712 blood pressure monitor. Participants were advised to be relaxed and seated for five minutes before the measurement with legs uncrossed and back supported. Blood pressure measurement was duplicated with a 5-minute interval and the average of values was recorded [15].
Visceral adiposity index (VAI) was calculated as described [16] using the following gender-specific equations, when TG is Triglycerides levels expressed in mmol/l and HDL is HDL-Cholesterol levels expressed in mmol/l:
$$\text{Female VAI=(}\frac{\text{Waist circumference (cm)}}{\text{36.58+}\left(\text{1.89×BMI}\right)}\text{)×(}\frac{\text{TG}}{\text{0.81}}\text{)×(}\frac{\text{1.52}}{\text{HDL}}\text{) }$$
$$\text{Male VAI=(}\frac{\text{Waist circumference (cm) }}{\text{39.68+}\left(\text{1.88×BMI}\right)}\text{)×(}\frac{\text{TG}}{\text{1.03}}\text{)×(}\frac{\text{1.31}}{\text{HDL}}\text{)}$$
Relative fat mass (RFM) was calculated by using the following equation:
$$\text{RFM = 64 - (20×}\frac{\text{height (m)}}{\text{waist (m)}}\text{) + (12×}\text{gender}\text{)}$$
When height and waist circumference are expressed in meters. Gender = 0 for male and 1 for female [17].
2.4 Blood biochemical assessment
At each clinic visit, approximately 15 ml. blood samples were taken from a vein puncture by medical technologists and nurses after an overnight fast of 10 to 12 hours. After collection, blood samples were separated into four tubes. For fasting glucose concentration determination, blood samples were kept in sodium-fluoride tubes. For %HbA1c and homocysteine determination, samples were kept in EDTA tubes. In addition, for fasting lipid, insulin and hs-CRP determination, blood samples were kept in two tubes of clot activator.
Blood glucose was examined by the hexokinase method using a clinical chemistry analyser (Beckman Coulter AU480, USA), whereas TC, LDL-c, HDL-c and TG were examined using the enzymatic method (Beckman Coulter, USA). Serum insulin levels were analysed by the chemiluminescence immunoassay method (CLIA) [18]. Blood samples were immediately centrifuged (3,000 rpm) for 10 min at 4°C and examined on the same day of blood collection. For serum hs-CRP and homocysteine analysis, blood samples were immediately centrifuged (3,000 rpm) for 10 min at 4°C, and the specimens were kept at -80°C for further analysis. Serum hs-CRP was measured by turbidmetric immunoinhibition assay (Beckman Coulter, USA). Serum homocysteine was analysed by the chemiluminescense immunoassay method (Abbott Diagnostics).
All metabolic outcomes were examined at a Health Sciences service unit, Faculty of Allied Health Sciences, Chulalongkorn University. Additionally, the homeostatic model assessment of insulin resistance (HOMA-IR) was calculated as a fasting serum insulin (µIU/mL) × fasting plasma glucose (mg/dL)/405. A quantitative insulin sensitivity check index (QUICKI) was calculated as a log transform of the insulin glucose product. QUICKI = 1/[log(fasting insulin)+log(fasting glucose)] [19, 20].
2.5 Dietary intake assessment
A weekly (two weekdays and one weekend) diet record was collected and examined for average intakes throughout the 12 weeks of the intervention period. Energy and macronutrient intake was calculated by using food composition database in INMUCAL Nutrients software version 3 (developed by the Institute of Nutrition, Mahidol University, Thailand), which is based on Thai food composition and recipes [21]. The average daily intake of energy, carbohydrates, protein, fat, and dietary fiber of the DRB and placebo groups were presented as an average of energy and nutrients recorded in the week prior to the study (which represents the baseline data), as well as during the study.
2.6 Gastrointestinal symptoms assessment
Participants were instructed to record their gastrointestinal symptoms including flatulence, borborygmi, nausea, vomiting, stomach pain, and passing flatus by means of a gastrointestinal symptom questionnaire. Participants rated the intensity of symptoms from 0 (none), 1 (mild), 2 (moderate), to 3 (severe). Total score was calculated for the intensity of all symptoms. Participants also evaluated their stool form by using the Bristol Stool Scale with a picture and description for each type of stool form [22].
2.7 Statistical analysis
The sample size was calculated based on the difference of the serum total cholesterol between the groups from the previous study of Hongu et al. [23], and the power and alpha levels set at 80% and at 0.05, respectively. A sample size of 29 participants (in each group) was considered adequate. Statistical analyses were conducted using SPSS software for Windows (version 22.0; SPSS, Inc., Chicago, IL). The normal distribution of the values was checked by a Kolmogorov–Smirnov test. Continuous variables were presented as the means and standard deviations, while categorical data were presented as numbers and percentages. The categorical variables were compared with a Chi-square test. An independent t-test was used to compare continuous variables at the beginning of the study and mean changes of these variables during the intervention between the two groups. To analyse group changes at the baseline and follow-up weeks, a repeat-measured ANOVA was used. Tukey’s multiple comparison test was used to compare the groups when ANOVA test results were significant. All statistical analyses were 2-sided and evaluated at p = 0.05.