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Updated: Mar 29, 2026

A Novel Method for Involving Women of Color at High Risk for Preterm Birth in Research Priority Setting
Published on: January 12, 2018
A 'Standard of Care PLUS' Model for Preterm Birth Prevention: Integrating Nutrient and Gene Variant Analysis with
Leslie P Stone1, Emily Stone Rydbom2, P Michael Stone3,4
1Stone Medical PC, Ashland, OR 97520, USA.
Insights
A new diet and lifestyle intervention (PLUS) significantly reduced adverse maternal and neonatal outcomes, including preterm birth and gestational diabetes, compared to standard care. This approach, combining nutrient and gene analysis with personalized counseling, shows promise for improving pregnancy health.
Area of Science:
- Maternal-fetal medicine
- Nutritional science
- Genetics in obstetrics
Background:
- Elevated rates of adverse maternal and neonatal outcomes (PTB, HDP, GDM, SGA, LGA) persist in the US.
- Current standard of care (SOC) may be insufficient, especially for vulnerable populations.
- Need for enhanced preventive strategies beyond SOC.
Purpose of the Study:
- To evaluate a targeted diet and lifestyle intervention (PLUS) incorporating nutrient/gene analysis and personalized counseling.
- To compare maternal and neonatal outcomes between the PLUS intervention and regional SOC.
- To assess the effectiveness of PLUS in diverse and socioeconomically varied populations.
Main Methods:
- Prospective observational study comparing PLUS intervention cohorts with regional SOC data.
- Two PLUS cohorts: Nevada (high-risk, virtual, n=15) and Oregon (moderate-risk, in-person, n=387).
- Primary outcome: preterm birth (<37 weeks); Secondary outcomes: HDP, GDM, SGA, LGA. CMH analyses used.
Main Results:
- The Oregon PLUS cohort showed statistically significant reductions in all five adverse outcomes (p < 0.001) versus SOC.
- Pooled analyses (n=402) demonstrated significant reductions for PTB (RR=0.23), HDP (RR=0.11), GDM (RR=0.06), SGA (RR=0.25), and LGA (RR=0.35) (p < 0.001).
- No significant differences between virtual (Nevada) and in-person (Oregon) PLUS cohorts; Nevada's limited sample size impacted significance.
Conclusions:
- Combining nutrient/gene analysis with targeted lifestyle interventions (PLUS) alongside SOC is associated with reduced adverse maternal/neonatal outcomes.
- The PLUS intervention demonstrates potential for improving pregnancy health outcomes.
- Further research is needed to interpret the effectiveness of virtual delivery due to sample size limitations.
Abstract:
Background/Objectives: The rates of adverse maternal and neonatal outcomes-including preterm birth < 37 weeks' gestation (PTB), hypertensive disorders of pregnancy (HDP), gestational diabetes mellitus (GDM), small for gestational age (SGA), and large for gestational age (LGA)-remain elevated in the United States. Preventive strategies beyond the current standard of care (SOC) may be needed, particularly in diverse and socioeconomically vulnerable populations. The study evaluated a targeted diet and lifestyle intervention incorporating selected nutrient and gene variant analysis with personalized trimester-based counseling and supplementation (Standard of Care Plus, PLUS). Methods: The prospective observational study compared outcomes among participants receiving PLUS in addition to SOC with regional SOC data. A Nevada PLUS cohort (n = 15), consisting of high-risk participants with 100% Medicaid coverage, received the intervention virtually. An Oregon PLUS cohort (n = 387), consisting of moderate-risk participants with approximately 50% Medicaid coverage, received PLUS through in-person group sessions. Outcomes were compared with regional SOC rates and between PLUS cohorts. Cochran-Mantel-Haenszel (CMH) analyses were performed to account for site-level differences in pooled analyses. Primary outcome was PTB < 37 weeks' gestation; secondary outcomes included HDP, GDM, SGA, and LGA. Results: The Nevada PLUS application was associated with lower adverse outcome rates compared with regional SOC; however, statistical significance was not observed, likely reflecting limited sample size. The Oregon PLUS cohort experienced statistically significant association with reductions across all five outcomes (all p < 0.001) compared to regional SOC. No statistically significant differences were observed between the Nevada (virtual) and Oregon (in-person) PLUS cohorts. In pooled analyses (n = 402), significant reductions compared with SOC were observed for PTB (RR = 0.23), HDP (RR = 0.11), GDM (RR = 0.06), SGA (RR = 0.25), and LGA (RR = 0.35) (all p < 0.001). Conclusions: The implementation of selected nutrient and gene variant analysis combined with targeted nutritional and lifestyle interventions, delivered in collaboration with standard obstetric care, was associated with reduced adverse maternal and neonatal outcomes. Interpretation of virtual delivery remains limited by small sample size.
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