Study Design
This was a prospective cohort study from the 1st of August 2022 to the 30th of August 2023, where respondents were further grouped into two random groups (control and test). Participants were first recruited, baseline data and samples collected before interventions were administered to the test group. The test group receive vitamin D fortified probiotic yogurt whilst the control group received no special treatments. The participants were then follow-up for 6 months (Fig. 1).
Study Site
The study was conducted at the Ejisu Government Hospital and Juaben Government Hospital in Ejisu-Juaben Municipality in the Ashanti Region of Ghana. The Ejisu-Juaben Municipality is one of Ghana's 30 political and administrative districts, located in the Ashanti Region which is situated in the center of the Ashanti Region and borders six other districts with its main city of Ejisu. The Ejisu Government Hospital and Juaben Government Hospital in the Municipality was chosen because they serve is the major referral centers for the residents and have well-resourced antenatal facility making it suitable for the completion of this study.
Study Population
This study population were pregnant women aged 18 years and above within their first trimester attending antenatal care at the Ejisu Government Hospital and Juaben Government Hospital in the Ashanti region of Ghana.
Inclusion and Exclusion Criteria
This study included pregnant women aged 18 years and above, within their first trimester and without symptoms of UTI attending antenatal care who consented to participate in the study. However, pregnant women below 18 years, with severe pregnancy complications such as diabetes, preeclampsia, hypertension; on special medications; who were admitted to the hospital or had any form of surgical material in their body; and pregnant women who had UTI complaints were excluded from the study.
Sample Size Calculation and Sampling Technique
Using the formula for sample size (n) =
From the metric Table 1g/dL = 10g/l. Using standard deviation estimated to be 1.4g/dL,
Zα/2 = Z0.05/2 = Z0.025 = 1.96 (From Z table) at type 1 error of 5%
Zꞵ = Z0.10 = 1.28 (From Z table) at 90% power
d = effect size; size of the magnitude of change it is desired to be able to detect. This is estimated at 1g/dL.
Minimum sample size (n) = ≈ 41
At 25% Attrition Risk = ≈ 10
Hence, 41 + 10 = 51 participants per group was needed for the study. However, to increase statistical power, 63 pregnant women per group were recruited for the study.
Sampling Technique and Randomization
The pregnant women were recruited by convenience from the Maternity units. A simple probability sampling was used to determine who goes to the test group and goes to the control group. The participants were randomly assigned to control or intervention group base on the hospital they attended the antenatal care. The two hospitals were numbered using one and two (one for intervention, two for control group). The two numbers were folded and randomly selected. The participants from hospital one were in the intervention group and the participants from hospital two were in the control group.
Ethical Consideration
The study protocol was approved by Committee for Human Research Publications and Ethics (CHPRE) at the Kwame Nkrumah University of Science and Technology (KNUST), School of Medical Sciences, Kumasi with reference number CHPRE/AP/260/22 dated 14th June, 2022. Permissions were also obtained from the hospitals (Ejusu Government Hospital and Juabeng Government Hospital) where participants were recruited. Participants were given written informed consent which was read and explained to them in a language they understand to consent before participating in this study. The study was conducted following the guidelines of the Helsinki declaration.
Data Collection Instrument
A well-structured questionnaire was used to collect data from the study participants. The questionnaire was adopted from previous studies (17, 20–22) with geographical based modifications. The questionnaire consisted sections such as sociodemographic and clinical data, knowledge on UTI, attitude towards UTI and previous experiences and practices towards UTI.
Validity and Reliability of Study Questionnaire
To ensure the validity of the developed questionnaire, it was pretested among pregnant women with and without UTI at Onwe Hospital in the Kumasi Metropolis of Ghana to ensure its feasibility to work with. Moreover, the reliability of the questionnaire was determined at Cronbach’s alpha of 0.75.
Formulation of Vitamin Fortified Probiotic Yoghurt
Vitamin D fortified probiotic yogurt was prepared by adding 1.5% of powdered fat milk to skim milk. 100ml of the prepared milk was blended with 90 and 120IU oily form of Vitamin D. The low-fat milk was homogenized at 150 bar pressure (APV1000 laboratory homogenizer). The vitamin D fortified milk was pasteurized and inoculated at 40 to 42 degree Celsius with a starter culture that contained (L. Bulcaricus, S. Thermaphilus, and L. Acidophilus) for 8 hours. The process was stopped when the pH declined to -4. The fortified vitamin D yogurt was packaged in an opaque object and stored at 4 degrees Celsius. The yogurt vitamin D content was tested for stability at day 0, 7 and 14. The stability of vitamin D was very stable at 7 days but depreciated after 7 days. That was the reason why yogurt was prepared and served on a weekly basis to the participants. Vitamin D was not in any way affected by heat treatment.
Sample Collection and Laboratory Analyses
From each participants, 3mL of venous blood samples were collected for biochemical analyses as well as urine samples were collected for urinalyses.
Determination of Serum Vitamin D
Venous blood from the participants were obtained aided by a qualified phlebotomist into serum separator tubes and transported on ice to the Clinical Analysis Laboratory (CAnLab) of the Department of Biochemistry and Biotechnology, KNUST for ELISA using the Multiskan FC (Thermo scientific). Serum levels of 25(OH)D were stratified as deficient (< 20ng/ml) and non-deficient (≥ 20ng/ml).
Determination of Urinary Tract Infection (UTI)
Clean catch midstream urine samples were obtained from the participants and transported on ice to the Microbial Biotechnology Laboratory of the CAnLab, KNUST for urine culture. The samples were inoculated (~ 10ul) on cystine lactose electrolyte deficient (CLED) agar (Oxiod Ltd., UK) and incubated aerobically at 37℃ for 18-24hours. Negative plates were further incubated overnight before reporting whereas bacterial counts of ≥ 1.0x105 CFU/m were reported positive for UTI according to standards. Suspected urine pathogens were isolated for characterization and identification using the Gram stain reaction, culture characteristics, and biochemical tests (Catalase, indole, methyl red, oxidase, coagulase, citrate and triple sugar iron (TSI)).
Scoring and Grading of Knowledge and Attitude Towards UTI Among Study Participants
To assess the level of knowledge on UTI among pregnant women, a total of 24 items structured questions was used. All questions were based on validated questions in previous literature with modifications. Participants were given scores based on their response to the questions. A correct response attracted a score of 1 and a wrong response attracted a score of 0. The maximum score for knowledge level was 24. The participants were classified as having inadequate knowledge if they had a score of 1–12, and participants that had scores 13–24 (≥ 50.0%) were classified as having adequate knowledge on UTI.
Moreover, to assess the level of towards UTI among pregnant women, a total of 9 items structured questions was used. All questions were based on validated questions in previous literature. Participants were given scores based on their response to the questions. A positive response attracted a score of 1 and a negative response attracted a score of 0. The maximum score for attitude was 9. The participants were classified as having poor attitude if they had a score of 0–6, and participants that had scores 7–9 (> 70.0%) were classified as having good attitude.
Data Management and Statistical Analyses
Data collected in the study was entered, cleaned and coded using Microsoft Excel 2021. Statistical analyses were performed using Statistical Package for Social Science (SPSS version 26.0) and GraphPad prism version 8.0. Descriptive analysis was done using measures such as frequency and percentage for categorical variables, means and standard deviations for parametric continuous variables, and median and interquartile ranges for non-parametric continuous variables. Normality test for continuous variables was done using Kolmogorov-Smirnov test. Bar charts and pie charts were used to illustrate the prevalence and proportions of study variables. Chi-square test or Fischer exact test was used to determine the association between categorical variables and study groups. Independent sample t-test was used to compare parametric continuous variables and Mann-Whitney U-Test was used to compare non- parametric continuous variables between cases and controls. In addition, Wilcoxon-Signed Rank test was used to compared baseline and end line levels of Vitamin D and TAC among study groups. Density and box and whiskers plot was also used to compare levels of Vitamin D and TAC among study groups. P-value < 0.05 and 95% confidence interval were considered statistically significant.