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Dutta S, Boyd S, Carlson SE, Christifano DN, Lee GT, Smith SA, Gajewski BJ. Enhancing DHA supplementation adherence: A Bayesian approach with finite mixture models and irregular interim schedules in adaptive trial designs. Stat Methods Med Res 2024:9622802241283165. [PMID: 39363807 DOI: 10.1177/09622802241283165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2024]
Abstract
Docosahexaenoic acid (DHA) supplementation has proven beneficial in reducing preterm births. However, the challenge lies in addressing nonadherence to prescribed supplementation regimens-a hurdle that significantly impacts clinical trial outcomes. Conventional methods of adherence estimation, such as pill counts and questionnaires, usually fall short when estimating adherence within a specific dosage group. Thus, we propose a Bayesian finite mixture model to estimate adherence among women with low baseline red blood cell phospholipid DHA levels (<6%) receiving higher DHA doses. In our model, adherence is defined as the proportion of participants classified into one of the two distinct components in a normal mixture distribution. Subsequently, based on the estimands from the adherence model, we introduce a novel Bayesian adaptive trial design. Unlike conventional adaptive trials that employ regularly spaced interim schedules, the novelty of our proposed trial design lies in its adaptability to adherence percentages across the treatment arm through irregular interims. The irregular interims in the proposed trial are based on the effect size estimation informed by the finite mixture model. In summary, this study presents innovative methods for leveraging the capabilities of Bayesian finite mixture models in adherence analysis and the design of adaptive clinical trials.
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Affiliation(s)
- Sreejata Dutta
- Department of Biostatistics & Data Science, University of Kansas Medical Center, USA
| | - Samuel Boyd
- Department of Biostatistics & Data Science, University of Kansas Medical Center, USA
| | - Susan E Carlson
- Department of Dietetics and Nutrition, University of Kansas Medical Center, USA
| | | | - Gene T Lee
- Obstetrics and Gynecology, University of Kansas Medical Center, USA
| | - Sharla A Smith
- Population Health, University of Kansas Medical Center, USA
| | - Byron J Gajewski
- Department of Biostatistics & Data Science, University of Kansas Medical Center, USA
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2
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Best KP, Gibson RA, Makrides M. ISSFAL statement number 7 - Omega-3 fatty acids during pregnancy to reduce preterm birth. Prostaglandins Leukot Essent Fatty Acids 2022; 186:102495. [PMID: 36228573 DOI: 10.1016/j.plefa.2022.102495] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 09/28/2022] [Indexed: 12/29/2022]
Abstract
Globally, preterm birth is the leading cause of death in children under the age of 5 years and survivors may suffer life-long consequences. Following many years of investigation, there is strong evidence that a proportion of preterm births can be prevented by increasing maternal dietary omega-3 long chain polyunsaturated fatty acid (LCPUFA) intake during pregnancy. This Statement provides a synthesis of contemporary evidence on the role of omega-3 LCPUFA on prevention of preterm birth and is designed to provide fatty acid-specific knowledge and guidance for medical practitioners, midwives, health services, professional bodies and policy makers to consider for their contextual situations. The evidence synthesis, which underpins this statement, is based on the 2018 Cochrane systematic review with supplemental evidence from RCTs completed since that time as well as other systematic reviews. Heterogeneity between studies was explored to understand how the effect of omega-3 supplementation may vary in different population groups and by dose and type of omega-3 supplementation. Most trials were conducted in upper-middle or high-income countries and the evidence are most applicable in those settings. The evidence synthesis confirmed that omega-3 LCPUFA, particularly docosahexaenoic acid (DHA) and eicosapentaenoic acid (EPA), have an important role to play in determining gestational length in singleton pregnancies. Adequate intake of omega-3 LCPUFA in early pregnancy, consistent with existing nutritional guidelines, is associated with a lower risk of preterm and early preterm births for women with singleton pregnancies. Therefore, women with adequate omega-3 intakes in early pregnancy should maintain these intakes. Women who are low in omega-3 fatty acids will benefit most from omega-3 LCPUFA supplementation to reduce their risk of early birth. In such cases supplementation with a total of about 1000 mg of DHA plus EPA is effective at reducing risk of early birth, preferably with supplementation commencing before 20 weeks' gestation.
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Affiliation(s)
- K P Best
- South Australian Health and Medical Research Institute, SAHMRI Women and Kids, North Terrace, Adelaide SA Australia; School of Medicine, University of Adelaide, North Terrace, Adelaide SA Australia
| | - R A Gibson
- South Australian Health and Medical Research Institute, SAHMRI Women and Kids, North Terrace, Adelaide SA Australia; School of Agriculture, Food and Wine, University of Adelaide, North Terrace, Adelaide SA Australia
| | - M Makrides
- South Australian Health and Medical Research Institute, SAHMRI Women and Kids, North Terrace, Adelaide SA Australia; School of Medicine, University of Adelaide, North Terrace, Adelaide SA Australia.
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Simmonds LA, Middleton PF, Makrides M. Recent advances in policy and practice translation of the evidence for additional omega-3 fatty acids and prematurity. Curr Opin Clin Nutr Metab Care 2022; 25:81-85. [PMID: 34937851 DOI: 10.1097/mco.0000000000000806] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW This is a review of the most up-to-date research on the effectiveness of omega-3 fatty acids for reducing the risk of prematurity in well nourished women with access to high-quality obstetric care. It will provide an overview of the translation of the evidence on omega-3 screening into policy, and the latest research on how to implement the policy into practice. RECENT FINDINGS Findings of the included clinical studies support that omega-3 supplementation for women with a singleton pregnancy who have a low omega-3 status reduces the risk of early preterm birth. SUMMARY There is evidence that screening and providing appropriate advice to women with a singleton pregnancy who have a low omega-3 status can reduce their risk of early preterm birth, and avoiding supplementation for women who are replete will avoid unnecessary supplementation and potential harm.
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Affiliation(s)
- Lucy A Simmonds
- South Australian Health and Medical Research Institute, SAHMRI Women and Kids
| | - Philippa F Middleton
- South Australian Health and Medical Research Institute, SAHMRI Women and Kids
- School of Medicine, the University of Adelaide, North Terrace, Adelaide, South Australia, Australia
| | - Maria Makrides
- South Australian Health and Medical Research Institute, SAHMRI Women and Kids
- School of Medicine, the University of Adelaide, North Terrace, Adelaide, South Australia, Australia
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Cheng LJ, Sanguansri L, Hlaing MM, Singh T, Shrestha P, Augustin MA. Use of vegetables for enhancing oxidative stability of omega-3 oils in the powdered state. Food Chem 2022; 370:131340. [PMID: 34662791 DOI: 10.1016/j.foodchem.2021.131340] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 09/10/2021] [Accepted: 10/02/2021] [Indexed: 01/05/2023]
Abstract
The preliminary study examined the effectiveness of various vegetables for the stabilisation of omega-3 oil powders against oxidative deterioration. Purees made from different vegetables (mushroom, brussels sprouts, broccoli, cauliflower, snow peas, tomato, and garlic) were employed for preparation of vegetable-tuna oil emulsions, which were subsequently freeze-dried into powders. Oxipres® data showed that vegetable-tuna oil powders had longer induction periods than neat tuna oil. During accelerated oxidation storage (40 °C/4weeks), eicosapentaenoic and docosahexaenoic acids in the vegetable-tuna oil powders were protected against oxidation, and there were lower levels of headspace secondary and tertiary oxidation products. Whole vegetable purees were suitable protective matrices for omega-3 oils. Of the various vegetable purees examined for protective effects against omega-3 oxidation, mushroom, brussels sprouts, broccoli, and cauliflower were superior to snow peas, garlic and tomato. The antioxidant properties of phytonutrients inherent in various vegetables are likely contributors to protection of omega-3 oil powders against oxidation.
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Affiliation(s)
- L J Cheng
- CSIRO Agriculture & Food, 671 Sneydes Road, Werribee, VIC 3030, Australia
| | - L Sanguansri
- CSIRO Agriculture & Food, 671 Sneydes Road, Werribee, VIC 3030, Australia
| | - M M Hlaing
- CSIRO Agriculture & Food, 671 Sneydes Road, Werribee, VIC 3030, Australia
| | - T Singh
- CSIRO Agriculture & Food, 671 Sneydes Road, Werribee, VIC 3030, Australia
| | - P Shrestha
- CSIRO Agriculture & Food, Clunies Ross Street, Black Mountain, ACT 2601, Australia
| | - M A Augustin
- CSIRO Agriculture & Food, 671 Sneydes Road, Werribee, VIC 3030, Australia.
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Olatona FA, Olowu OJ, Goodman OO, Amu EO. Dietary habits, diversity, and predictors among pregnant women attending primary health care centers for antenatal care in Lagos, Nigeria. J Family Med Prim Care 2021; 10:3076-3083. [PMID: 34660450 PMCID: PMC8483102 DOI: 10.4103/jfmpc.jfmpc_397_21] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 03/24/2021] [Accepted: 05/05/2021] [Indexed: 11/27/2022] Open
Abstract
Background and Aim: Inadequate nutrition during fetal development resulting from poor dietary habits leads to reprogramming within fetal tissues and poses as a risk factor for non-communicable diseases in later life. This study was conducted to determine the dietary habits, diversity, and predictors among pregnant women in Lagos, Nigeria. Methods: A descriptive cross-sectional study was conducted using a structured interviewer-administered questionnaire to obtain data from pregnant women attending primary health care centers in Lagos, Nigeria. A multistage sampling method was used to select 350 pregnant women. A food frequency questionnaire was used to assess the dietary habits while dietary diversity was measured using non-quantifiable 24-hour recall. Data were analyzed using Epi-Info version 7.2 computer software. Chi-square and t-test were used to test for associations and P value < 0.05 was considered to be statistically significant. Results: Only 16.7% of respondents consumed five servings of fruits and vegetables daily while the rice was the most frequent meal taken (45.4%). Meat was the commonest animal protein (20.3%) and only 30.8% had a high dietary diversity score (DDS). High DDS was significantly associated with parity of 1–3, living in a duplex or detached house, completion of at least secondary school education, and highly skilled professionals. Conclusion: Healthy dietary habits and high DDS were low and associated with low parity and higher socio-economic status. Nutrition intervention that encourages higher dietary diversity is needed especially among women of higher parity and lower socioeconomic status in Lagos.
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Affiliation(s)
- Foluke A Olatona
- Department of Community Health and Primary Care, College of Medicine, University of Lagos, Idi-Araba, Lagos, Nigeria
| | - Olusimisola J Olowu
- Department of Community Health and Primary Care, College of Medicine, University of Lagos, Idi-Araba, Lagos, Nigeria
| | - Olayinka O Goodman
- Department of Community Health and Primary Health Care, Lagos State University, College of Medicine, Ado Ekiti, Nigeria
| | - Eyitope O Amu
- Department of Community Medicine, Ekiti State University, Ado Ekiti, Nigeria
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Effects of Dietary Patterns during Pregnancy on Preterm Birth: A Birth Cohort Study in Shanghai. Nutrients 2021; 13:nu13072367. [PMID: 34371874 PMCID: PMC8308829 DOI: 10.3390/nu13072367] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Revised: 07/05/2021] [Accepted: 07/08/2021] [Indexed: 01/23/2023] Open
Abstract
The objective of this study was to analyse representative dietary patterns during pregnancy in Shanghai and explore the effects of dietary patterns during pregnancy on preterm birth. Data were derived from the ‘Iodine Status in Pregnancy and Offspring Health Cohort’ (ISPOHC) study. Multistage, stratified random sampling was used to select survey participants from 16 districts in Shanghai, which were divided into five sampling areas; 40–70 pregnant women were selected from each area. A total of 4361 pregnant women and their offspring were involved in the study. The male-to-female ratio of the babies was 1.04:1, and the incidence of single preterm birth was 4.2%. Three dietary patterns were extracted by factor analysis: a ‘Vegetarian Pattern’, an ‘Animal Food Pattern’ (AFP), and a ‘Dairy and Egg Pattern’. These patterns explained 40.513% of the variance in dietary intake. Binary logistic regression, which was used to analyse the association between birth outcomes and scores measuring maternal dietary patterns, found only the AFP was a significant risk factor for preterm birth. Higher AFP scores were positively associated with preterm birth (Q2 vs. Q1 OR = 1.487, 95% CI: 1.002–2.207; Q3 vs. Q1 OR = 1.885, 95% CI: 1.291–2.754). After adjusting for other potential contributors, a higher AFP score was still a significant risk factor for preterm birth (Q2 vs. Q1 OR = 1.470, 95% CI: 0.990–2.183; Q3 vs. Q1 OR = 1.899, 95% CI: 1.299–2.776). The incidence of preterm birth was 4.2%. A higher score of AFP was significantly associated with a higher risk of preterm birth. The animal food intake of pregnant women should be reasonably consumed during pregnancy.
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Van Dael P. Role of n-3 long-chain polyunsaturated fatty acids in human nutrition and health: review of recent studies and recommendations. Nutr Res Pract 2021; 15:137-159. [PMID: 33841720 PMCID: PMC8007408 DOI: 10.4162/nrp.2021.15.2.137] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 04/13/2020] [Accepted: 06/19/2020] [Indexed: 12/16/2022] Open
Abstract
Long-chain (LC) n-3 polyunsaturated fatty acids (n-3 PUFAs), in particular docosahexaenoic acid (DHA) and eicosapentaenoic acid (EPA), are nutrients involved in many metabolic and physiological processes, and are referred to as n-3 LCPUFA. They have been extensively studied for their effects in human nutrition and health. This paper provides an overview on metabolism, sources, dietary intake, and status of n-3 LCPUFA. A summary of the dietary recommendations for n-3 LCPUFAs for different age groups as well as specific physiological conditions is provided. Evidence for n-3 LCPUFA in cardiovascular diseases, including new studies, is reviewed. Expert recommendations generally support a beneficial effect of n-3 LCPUFA on cardiovascular health and recommend a daily intake of 500 mg as DHA and EPA, or 1-2 servings of fish per week. The role of n-3 LCPUFA on brain health, in particular neurodegenerative disorders and depression, is reviewed. The evidence for beneficial effects of n-3 LCPUFA on neurodegenerative disorders is non-conclusive despite mechanistic support and observational data. Hence, no definite n-3 LCPUFA expert recommendations are made. Data for the beneficial effect of n-3 LCPUFA on depression are generally compelling. Expert recommendations have been established: 200-300 mg/day for depression; up to 1-2 g/day for major depressive disorder. Recent studies support a beneficial role of n-3 LCPUFAs in reducing the risk for premature birth, with a daily intake of 600-800 mg of DHA during pregnancy. Finally, international experts recently reviewed the scientific evidence on DHA and arachidonic acid (ARA) in infant nutrition and concluded that the totality of data support that infant and follow-on formulas should provide both DHA and ARA at levels similar to those in breast milk. In conclusion, the available scientific data support that dietary recommendations for n-3 LCPUFA should be established for the general population and for subjects with specific physiological conditions.
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Affiliation(s)
- Peter Van Dael
- Nutrition Science & Advocacy, DSM Nutritional Products, 4303 Kaiseraugst, Switzerland
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Sun L, Li Y, Xie W, Xue X. Association between omega-3 fatty acid supplementation and lower risk of preterm delivery: a systematic review and meta-analysis. J Matern Fetal Neonatal Med 2020; 35:2294-2303. [PMID: 32942938 DOI: 10.1080/14767058.2020.1785423] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
OBJECTIVE To explore whether omega-3 fatty acid supplementation is associated with lower risk of preterm delivery. METHODS Searching the RCTs which were compared preterm birth between women with omega-3 fatty acid supplementation and without before December 2019 on Medline, EMBASE and Cochrane's Library, then performing a meta-analysis. RESULTS 26 trials were identified, included 20124 women. There was almost no association between omega-3 fatty acid supplementation and lower risk of preterm delivery (risk ratio 0.92, 95% confidence interval 0.85 to 1.01, I2 = 9%), gestational duration (0.30, -0.05 to 0.64, I2 = 48%). In subgroup analyses, preterm delivery lower rate occurred in groups with mixed DHA and EPA supplementation not only DHA supplementation groups (P for interaction = 0.02); The dose of equivalent greater than 1 g made a higher reduction in preterm birth significantly. CONCLUSIONS Omega-3 fatty acid supplementation was not associated with reduced risk of preterm delivery compared with placebo or no treatment during pregnancy. Relationship between Omega-3 fatty acid supplementation and other pregnant outcomes need more evidence and clinical studies.
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Affiliation(s)
- Lu Sun
- Department of Gynecology, Beijing University of Chinese Medicine Affiliated Dongzhimen Hospital, Beijing, China and China-Japan Friendship Hospital, Beijing, China
| | - Yuxin Li
- Department of Gynecology, Beijing University of Chinese Medicine Affiliated Dongzhimen Hospital, Beijing, China and China-Japan Friendship Hospital, Beijing, China
| | - Wei Xie
- Department of Gynecology, Beijing University of Chinese Medicine Affiliated Dongzhimen Hospital, Beijing, China and China-Japan Friendship Hospital, Beijing, China
| | - Xiaoou Xue
- Department of Gynecology, Beijing University of Chinese Medicine Affiliated Dongzhimen Hospital, Beijing, China and China-Japan Friendship Hospital, Beijing, China
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