Abstract
Objectives
Healthy lifestyle, including healthy diet and physical activity, has been associated with lower blood pressure (BP). We hypothesized that overweight/obese women randomized to a lifestyle intervention beginning in early pregnancy would be less likely to have a higher BP trajectory.
Methods
The Health in Pregnancy and Postpartum study promoted a healthy lifestyle in pregnant and postpartum women with pre-pregnancy overweight or obesity. BP was measured at study visits at ≤ 16 and 32 weeks of pregnancy and 6 and 12 months postpartum. Latent class trajectories were constructed to identify groups of participants with similar BP patterns throughout the study period. Odds of being assigned to the higher BP trajectories between the intervention and control group were determined with logistic regression, adjusted for age, race, pre-pregnancy BMI, gestational weight gain, smoking during the study period, and household income.
Results
Of the 219 participants enrolled (44.3% Black participants, 55.7% White participants, mean age = 29.7 ± 0.3 years), 112 (51.1%) were randomized to the intervention. Two systolic and diastolic BP trajectory groups were identified (Low-Stable, Moderate-Increasing). Randomization to the lifestyle intervention was not associated with odds of Moderate-Increasing systolic (OR 0.83, 95%CI 0.4, 1.6) or diastolic (OR 0.67, 95%CI 0.3, 1.3) BP trajectory assignment. Those in the Moderate-Increasing BP groups had higher BMI and were more likely to have an adverse pregnancy outcome.
Conclusions
A lifestyle intervention initiated in early pregnancy to help prevent excessive gestational weight gain was not associated with odds of specific BP patterns through pregnancy and postpartum.
Significance
What is already known on the subject? In non-pregnant adults with overweight or obesity, improvements in physical activity and diet can improve blood pressure. Whether a lifestyle intervention initiated in early pregnancy and designed to combat excessive gestational weight gain is associated with blood pressure patterns through pregnancy and postpartum is not known.
What does this study add? The social-cognitive theory-based lifestyle intervention was not associated with blood pressure patterns during pregnancy and postpartum in participants with pre-pregnancy overweight and obesity.
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Data Availability
HIPP Study data are available to outside researchers. To complete a manuscript proposal form and request data, please contact Jihong Liu < jliu@mailbox.sc.edu > .
References
510(k) Premarket Notification. (2006). Medical devices databases: Food and Drug Administration Retrieved from https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm?ID=K061822
Allen, N. B., Siddique, J., Wilkins, J. T., Shay, C., Lewis, C. E., Goff, D. C., Jacobs, D. R., Jr., Liu, K., & Lloyd-Jones, D. (2014). Blood pressure trajectories in early adulthood and subclinical atherosclerosis in middle age. JAMA, 311(5), 490–497. https://doi.org/10.1001/jama.2013.285122
Aune, D., Saugstad, O. D., Henriksen, T., & Tonstad, S. (2014). Physical activity and the risk of preeclampsia: A systematic review and meta-analysis. Epidemiology, 25(3), 331–343. https://doi.org/10.1097/EDE.0000000000000036
Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs: Prentice-Hall.
Berntsen, S., Stafne, S. N., & Morkved, S. (2011). Physical activity monitor for recording energy expenditure in pregnancy. Acta Obstetricia Et Gynecologica Scandinavica, 90(8), 903–907. https://doi.org/10.1111/j.1600-0412.2011.01172.x
Catov, J. M., Snyder, G. G., Fraser, A., Lewis, C. E., Liu, K., Althouse, A. D., Bertolet, M., & Gunderson, E. P. (2018). Blood pressure patterns and subsequent coronary artery calcification in women who delivered preterm births. Hypertension, 72(1), 159–166. https://doi.org/10.1161/HYPERTENSIONAHA.117.10693
ChooseMyPlate.gov (2017).
Chung, E., & Leinwand, L. A. (2014). Pregnancy as a cardiac stress model. Cardiovascular Research, 101(4), 561–570. https://doi.org/10.1093/cvr/cvu013
Dunietz, G. L., Strutz, K. L., Holzman, C., Tian, Y., Todem, D., Bullen, B. L., & Catov, J. M. (2017). Moderately elevated blood pressure during pregnancy and odds of hypertension later in life: The POUCHmoms longitudinal study. BJOG, 124(10), 1606–1613. https://doi.org/10.1111/1471-0528.14556
Finer, L. B., & Zolna, M. R. (2016). Declines in Unintended Pregnancy in the United States, 2008–2011. New England Journal of Medicine, 374(9), 843–852. https://doi.org/10.1056/NEJMsa1506575
Flynn, A. C., Dalrymple, K., Barr, S., Poston, L., Goff, L. M., Rogozinska, E., van Poppel, M. N., Rayanagoudar, G., Yeo, S., Barakat, Carballo R., Perales, M., Bogaerts, A., Cecatti, J. G., Dodd, J., Owens, J., Devlieger, R., Teede, H., Haakstad, L., Motahari-Tabari, N., i, W. I. P. C. G. (2016). Dietary interventions in overweight and obese pregnant women: a systematic review of the content, delivery, and outcomes of randomized controlled trials. Nutr Rev, 74(5), 312–328. https://doi.org/10.1093/nutrit/nuw005
Goldstein, R. F., Abell, S. K., Ranasinha, S., Misso, M., Boyle, J. A., Black, M. H., Li, N., Hu, G., Corrado, F., Rode, L., Kim, Y. J., Haugen, M., Song, W. O., Kim, M. H., Bogaerts, A., Bogaerts, A., Chung, J. H., & Teede, H. J. (2017). Association of gestational weight gain with maternal and infant outcomes: A systematic review and meta-analysis. JAMA, 317(21), 2207–2225. https://doi.org/10.1001/jama.2017.3635
Graudal, N. A., Hubeck-Graudal, T., & Jurgens, G. (2017). Effects of low sodium diet versus high sodium diet on blood pressure, renin, aldosterone, catecholamines, cholesterol, and triglyceride. Cochrane Database Syst Rev, 4, CD004022. https://doi.org/10.1002/14651858.CD004022.pub4
Healthcare.gov. (2019). Health coverage if you're pregnant or plan to get pregnant. Retrieved from https://www.healthcare.gov/what-if-im-pregnant-or-plan-to-get-pregnant/
Hickson, R. P., Annis, I. E., Killeya-Jones, L. A., & Fang, G. (2020). Opening the black box of the group-based trajectory modeling process to analyze medication adherence patterns: An example using real-world statin adherence data. Pharmacoepidemiology and Drug Safety, 29(3), 357–362. https://doi.org/10.1002/pds.4917
Ikem, E., Halldorsson, T. I., Birgisdottir, B. E., Rasmussen, M. A., Olsen, S. F., & Maslova, E. (2019). Dietary patterns and the risk of pregnancy-associated hypertension in the Danish National Birth Cohort: A prospective longitudinal study. BJOG, 126(5), 663–673. https://doi.org/10.1111/1471-0528.15593
Kirkpatrick, S. I., Subar, A. F., Douglass, D., Zimmerman, T. P., Thompson, F. E., Kahle, L. L., George, S. M., Dodd, K. W., & Potischman, N. (2014). Performance of the Automated Self-Administered 24-hour Recall relative to a measure of true intakes and to an interviewer-administered 24-h recall. American Journal of Clinical Nutrition, 100(1), 233–240. https://doi.org/10.3945/ajcn.114.083238
Krebs-Smith, S. M., Pannucci, T. E., Subar, A. F., Kirkpatrick, S. I., Lerman, J. L., Tooze, J. A., Wilson, M. M., & Reedy, J. (2018). Update of the healthy eating index: HEI-2015. Journal of the Academy of Nutrition and Dietetics, 118(9), 1591–1602. https://doi.org/10.1016/j.jand.2018.05.021
Lane-Cordova, A. D., Khan, S. S., Grobman, W. A., Greenland, P., & Shah, S. J. (2019). Long-Term cardiovascular risks associated with adverse pregnancy outcomes: JACC review topic of the week. Journal of the American College of Cardiology, 73(16), 2106–2116. https://doi.org/10.1016/j.jacc.2018.12.092
Lane-Cordova, A. D., Schneider, L. R., Tucker, W. C., Cook, J. W., Wilcox, S., & Liu, J. (2020). Dietary sodium, potassium, and blood pressure in normotensive pregnant women: The National Health and Nutrition Examination Survey. Applied Physiology, Nutrition and Metabolism, 45(2), 155–160. https://doi.org/10.1139/apnm-2019-0186
Lane-Cordova, A. D., Tedla, Y. G., Carnethon, M. R., Montag, S. E., Dude, A. M., & Rasmussen-Torvik, L. J. (2018). Pre-pregnancy blood pressure and body mass index trajectories and incident hypertensive disorders of pregnancy. Pregnancy Hypertens, 13, 138–140. https://doi.org/10.1016/j.preghy.2018.06.003
Liu, J., Wilcox, S., Wingard, E., Turner-McGrievy, G., Hutto, B., & Burgis, J. (2021). A behavioral lifestyle intervention to limit gestational weight gain in pregnant women with overweight and obesity. Obesity (silver Spring), 29(4), 672–680. https://doi.org/10.1002/oby.23119
Lloyd-Jones, D. M., Hong, Y., Labarthe, D., Mozaffarian, D., Appel, L. J., Van Horn, L., Greenlund, K., Daniels, S., Nichol, G., Tomaselli, G. F., Arnett, D. K., Fonarow, G. C., Ho, P. M., Lauer, M. S., Masoudi, F. A., Robertson, R. M., Roger, V., Schwamm, L. H., Sorlie, P., Statistics, C. (2010). Defining and setting national goals for cardiovascular health promotion and disease reduction: The American Heart Association’s strategic Impact Goal through 2020 and beyond. Circulation, 121(4), 586–613. https://doi.org/10.1161/CIRCULATIONAHA.109.192703
Minhas, A. S., Hong, X., Wang, G., Rhee, D. K., Liu, T., Zhang, M., Michos, E. D., Michos, E. D., & Mueller, N. T. (2022). Mediterranean-style diet and risk of preeclampsia by race in the boston birth cohort. Journal of the American Heart Association, 11(9), e022589. https://doi.org/10.1161/JAHA.121.022589
Nagin, D. S., & Odgers, C. L. (2010). Group-based trajectory modeling in clinical research. Annual Review of Clinical Psychology, 6, 109–138. https://doi.org/10.1146/annurev.clinpsy.121208.131413
Nama, V., Antonios, T. F., Onwude, J., & Manyonda, I. T. (2011). Mid-trimester blood pressure drop in normal pregnancy: Myth or reality? Journal of Hypertension, 29(4), 763–768. https://doi.org/10.1097/HJH.0b013e328342cb02
Ochsenbein-Kolble, N., Roos, M., Gasser, T., Huch, R., Huch, A., & Zimmermann, R. (2004). Cross sectional study of automated blood pressure measurements throughout pregnancy. BJOG, 111(4), 319–325. https://doi.org/10.1111/j.1471-0528.2004.00099.x
Phelan, S. (2010). Pregnancy: a “teachable moment” for weight control and obesity prevention. American Journal of Obstetrics Gynecology, 202(2), 135.e131-138. https://doi.org/10.1016/j.ajog.2009.06.008
Physical Activity and Exercise During Pregnancy and the Postpartum Period: ACOG Committee Opinion, Number 804. (2020). Obstet Gynecol, 135(4), e178-e188. doi:https://doi.org/10.1097/AOG.0000000000003772
Piercy, K. L., Troiano, R. P., Ballard, R. M., Carlson, S. A., Fulton, J. E., Galuska, D. A., George, S. M., & Olson, R. D. (2018). The physical activity guidelines for Americans. JAMA, 320(19), 2020–2028. https://doi.org/10.1001/jama.2018.14854
Reyes, L. M., Badrov, M. B., Fu, Q., Steinback, C. D., & Davenport, M. H. (2020). Age, body mass index, and weight gain do not increase sympathetic activity during pregnancy. Applied Physiology, Nutrition and Metabolism, 45(9), 1041–1044. https://doi.org/10.1139/apnm-2019-0704
Saftlas, A., Wang, W., Risch, H., Woolson, R., Hsu, C., & Bracken, M. (2000). Prepregnancy body mass index and gestational weight gain as risk factors for preeclampsia and transient hypertension. Annals of Epidemiology, 10(7), 475. https://doi.org/10.1016/s1047-2797(00)00167-8
Salehi-Abargouei, A., Maghsoudi, Z., Shirani, F., & Azadbakht, L. (2013). Effects of dietary approaches to stop hypertension (DASH)-style diet on fatal or nonfatal cardiovascular diseases–incidence: A systematic review and meta-analysis on observational prospective studies. Nutrition, 29(4), 611–618. https://doi.org/10.1016/j.nut.2012.12.018
Scheelbeek, P. F., Khan, A. E., Mojumder, S., Elliott, P., & Vineis, P. (2016). Drinking water sodium and elevated blood pressure of healthy pregnant women in salinity-affected coastal areas. Hypertension, 68(2), 464–470. https://doi.org/10.1161/HYPERTENSIONAHA.116.07743
Shao, Y., Qiu, J., Huang, H., Mao, B., Dai, W., He, X., Cui, H., Lin, X., Lv, L., Lv, L., Tang, Z., Xu, S., Zhao, N., Zhou, M., Xu, X., Qiu, W., Liu, Q., & Zhang, Y. (2017). Pre-pregnancy BMI, gestational weight gain and risk of preeclampsia: A birth cohort study in Lanzhou China. BMC Pregnancy Childbirth, 17(1), 400. https://doi.org/10.1186/s12884-017-1567-2
Skow, R. J., Steinback, C. D., & Davenport, M. H. (2021). Prenatal exercise and cardiovascular health (PEACH) study: Impact on the vascular system. Medicine and Science in Sports and Exercise. https://doi.org/10.1249/MSS.0000000000002736
Timpka, S., Stuart, J. J., Tanz, L. J., Rimm, E. B., Franks, P. W., & Rich-Edwards, J. W. (2017). Lifestyle in progression from hypertensive disorders of pregnancy to chronic hypertension in Nurses’ Health Study II: Observational cohort study. BMJ, 358, 3024. https://doi.org/10.1136/bmj.j3024
Tong, V. T., Jones, J. R., Dietz, P. M., D’Angelo, D., Bombard, J. M., Centers for Disease, C., & Prevention. (2009). Trends in smoking before, during, and after pregnancy—Pregnancy risk assessment monitoring system (PRAMS), United States, 31 sites, 2000–2005. MMWR Surveill Summ, 58(4), 1–29.
Van Horn, L., Peaceman, A., Kwasny, M., Vincent, E., Fought, A., Josefson, J., Spring, B., Neff, L. M., & Gernhofer, N. (2018). Dietary approaches to stop hypertension diet and activity to limit gestational weight: Maternal offspring metabolics family intervention trial, a technology enhanced randomized trial. Am J Prev Med, 55(5), 603–614. https://doi.org/10.1016/j.amepre.2018.06.015
Wilcox, S., Dahl, A. A., Boutte, A. K., Liu, J., Day, K., Turner-McGrievy, G., & Wingard, E. (2022). Process evaluation methods and results from the Health in Pregnancy and Postpartum (HIPP) randomized controlled trial. BMC Pregnancy and Childbirth, 22(1), 794. https://doi.org/10.1186/s12884-022-05107-x
Wilcox, S., Liu, J., Addy, C. L., Turner-McGrievy, G., Burgis, J. T., Wingard, E., Dahl, A. A., Dahl, A. A., & Boutte, A. K. (2018). A randomized controlled trial to prevent excessive gestational weight gain and promote postpartum weight loss in overweight and obese women: Health In Pregnancy and Postpartum (HIPP). Contemporary Clinical Trials, 66, 51–63. https://doi.org/10.1016/j.cct.2018.01.008
Acknowledgements
We thank the participants for their time and willingness to be in the study.
Funding
The HIPP Study was supported by the Eunice Kennedy Shriver National Institute of Child Health and Human Development of the National Institutes of Health (NIH) under award number R01HD078407 to SW and JL. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIH. ALC received funding from the American Heart Association: 18CDA34110038.
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AL conceived the study design, performed analyses, and drafted the manuscript. SW and JL earned funding for the HIPP Study and oversaw its completion. EW recruited participants, delivered the intervention, and collected and managed data. MKM helped to draft the manuscript. All authors critically revised drafts.
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The HIPP Study was approved by the Institutional Review Board at the University of South Carolina, Lexington Medical Center, Palmetto Health, and Medical University of South Carolina, and all participants gave written, informed consent.
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Lane, A., Wilcox, S., Wingard, E. et al. Association of a Lifestyle Intervention with Blood Pressure Trajectories During Pregnancy and Postpartum in Women with Pre-pregnancy Overweight and Obesity. Matern Child Health J 27, 1407–1415 (2023). https://doi.org/10.1007/s10995-023-03709-1
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DOI: https://doi.org/10.1007/s10995-023-03709-1