Objective: Evidence suggests that physical activity whilst pregnant is beneficially associated with maternal cardiometabolic health and perinatal outcomes. It is unknown if benefits extend to objective markers of the neonate condition at birth. This study investigated associations of maternal pregnancy physical activity with cord blood pH.
Methods: Cord blood pH was measured when clinically indicated in a subgroup of Born in Bradford birth cohort participants (n = 1,467). Pregnant women were grouped into one of four activity categories (inactive/somewhat active/moderately active/active) based on their self-reported physical activity at 26–28 weeks gestation. Linear regression was used to calculate adjusted mean differences in cord blood pH, and Poisson regression was used to quantify relative risks for moderate cord blood acidaemia (pH < 7.10), across physical activity groups.
Results: More than half of pregnant women (52.0%) were inactive, one-fifth were somewhat active (21.7%), fewer were moderately active (14.6%) and active (11.7%), respectively. Pregnancy physical activity was favourably associated with higher cord blood pH. Compared to neonates of inactive women, there was some evidence that neonates of women who were at least somewhat active in pregnancy had lower relative risk of moderate cord blood acidaemia (for arterial blood: relative risk = 0.70 (95% confidence interval 0.48–1.03)).
Conclusions: Modest volumes of mid-pregnancy maternal physical activity do not appear to adversely influence cord blood pH and may enhance the neonate condition at birth.
Safety concerns are cited by pregnant women as a barrier to physical activity (Coll et al., 2017). This may have originated from cultural beliefs that women should ‘rest’ in pregnancy (Coll et al., 2017) alongside former recommendations that physical activity should be limited because of concerns for mother and offspring welfare, including risk of impaired oxygen supply to the fetus during supine exercise (American College of Obstetricians and Gynecologists (ACOG), 1985; Pivarnik and Mudd, 2009).
It is still good practice to avoid supine exercise, particularly late in pregnancy, but otherwise physical activity can enhance transportation of oxygenated blood to the developing fetus, via physiological adaptations such as increased placental surface area, and enhanced blood flow and perfusion balance between maternal and fetal circulations (Melzer et al., 2010; Ferraro, Gaudet and Adamo, 2012). Physical activity can also aid regulation of circulating blood glucose levels (Collings et al., 2020a) which could help to reduce the risk of placental dysfunction and fetal hyperinsulinemia, thereby impacting fetal metabolism, oxygen demand and lactate accumulation (Jarmuzek, Wielgos and Bomba-Opon, 2015). As well as acute neonatal stress, each of these factors can have implications for the cord blood pH, levels of which provide an objective marker of the neonate condition immediately prior to birth and closely relate to Apgar scores (Victory et al., 2004). Low cord blood pH has been shown to predict neonate morbidity and mortality and longer term neurodevelopmental impairment (Malin, Morris and Khan, 2010; Yeh, Emary and Impey, 2012; Kelly et al., 2018; Vesoulis et al., 2018). There is currently limited support for an association between pregnancy physical activity with cord blood pH, but the evidence-base is low quality, characterised by small studies that were likely underpowered to detect associations (Davenport et al., 2018).
The objective of this study was to investigate associations of maternal pregnancy physical activity with cord blood pH measured in neonates who were born in poor condition, or for whom there was a concern during labour or immediately following birth. Evidence for a positive association with cord blood pH could strengthen the case that physical activity is safe and potentially beneficial for healthy pregnant women and their neonates.
Born in Bradford (BiB) is a prospective birth cohort study of 12,453 pregnant women who were recruited between 2007–10 whilst attending routine antenatal appointments at Bradford Royal Infirmary, the only maternity unit serving the city. Bradford is the sixth largest metropolitan borough in England and is one of the most deprived and ethnically diverse cities in the country (Wright et al., 2013). In a subsample of BiB participants, cord blood samples were taken and pH was analysed on the labour ward. This occurred when there was ‘concern about the baby during labour or immediately following birth’ or if the baby was born in poor condition (National Institute for Health and Care Excellence, 2007). The final sample comprised 1,467 mother-neonate pairs. As cord blood pH was measured only when clinically indicated the pH subgroup was skewed toward greater representation of nulliparous women (who are higher risk for pregnancy complications (Bai et al., 2002)) and more caesarean section deliveries. The characteristics of the included subgroup were otherwise similar to all other BiB participants (n = 12,391 mother-neonate pairs; see Supplementary Table S1) who were broadly representative of the obstetric population in Bradford at the time of recruitment (Wright et al., 2013). The BiB study was approved by the Bradford Research Ethics Committee (ref 07/H1302/112) and all mothers provided written informed consent.
Maternal physical activity was assessed at 26–28 weeks gestation using the General Practice Physical Activity Questionnaire (GPPAQ) which has been validated against accelerometry and exhibits face validity in the BiB pregnancy cohort (National Health Service, 2009; Collings et al., 2020a, 2020b). Mothers were grouped into one of four activity levels (inactive/somewhat active/moderately active/active) based on their self-reported occupational physical activity level, physical exercise and walking. The active category is consistent with meeting the recommended minimum of 150 minutes per week of moderate intensity physical activity (Department of Health and Social Care, 2019). Full details of the GPPAQ including the scoring system used to derive activity categories are shown in Supplementary Figure S1.
Following clinical guidelines that were in operation at the time, in the event there was ‘concern about the baby either in labour or immediately following birth’, or if the baby was born in poor condition with a 1-minute Apgar score of 5 or less, the umbilical cord was double-clamped and venous and arterial blood samples were taken for gas analysis by clinical staff (Thorp, Dildy and Yeomans, 1996; National Institute for Health and Care Excellence, 2007). The data were retrieved from obstetric records and were used to derive a third variable that represented the lowest cord blood pH recorded from either umbilical sample (Kelly et al., 2018).
Women consented to the abstraction and use of their data from obstetric medical records and at recruitment completed an interviewer administered questionnaire. Full details of all covariables have previously been described (Collings et al., 2020a).
Linear regression models were used to calculate differences in cord blood pH levels between the four groups of maternal physical activity (reference group: inactive); p-values from trend tests across physical activity categories are also presented. Models were initially adjusted for maternal age, ethnicity, early-pregnancy body mass index (measured at ~12 weeks gestation), socioeconomic status, parity, season of physical activity assessment, and neonate sex. Adjustments for maternal smoking, delivery mode, gestational age, birth weight, and neonate abdominal circumference were subsequently included because they changed β-coefficients between exposures and outcomes by ≥10% (Maldonado and Greenland, 1993). All dependent variables (arterial, venous and the lowest cord blood pH) were approximately normally distributed and results from the linear regression analysis are presented as marginal means with 95% confidence intervals. Adjusted for the same covariates, Poisson regression was used to quantify the relative risk of moderate cord blood acidaemia (pH < 7.10 (Yeh, Emary and Impey, 2012; Vesoulis et al., 2018)) between neonates of inactive women compared to women who were at least somewhat active in pregnancy (somewhat active, moderately active, and active groups combined). All analyses were performed in Stata/SE version 15.0 software and p < 0.05 was deemed statistically significant.
Descriptive statistics for the study sample are presented in Table 1. More than half of women (52.0%) were inactive in pregnancy, one-fifth were somewhat active (21.7%) and fewer were moderately active (14.6%) and active (11.7%), respectively. Inactive women were more frequently of Pakistani-origin, multiparous and were from moderately or the most deprived socioeconomic strata. Nearly one-tenth (8.5%) of the lowest recorded cord blood pH samples were moderately acidaemic (Supplementary Table S2 shows the number of cases of acidaemia stratified by cord blood source and physical activity level). Cord blood pH was positively related to Apgar scores (Supplementary Figures S2 and S3).
(n = 1,467)
(n = 763)
(n = 319)
(n = 214)
(n = 171)
|Maternal age (y)||27.1 ± 5.5||27.1 ± 5.7||26.7 ± 5.5||26.9 ± 5.3||27.7 ± 5.2||0.28|
|Ethnicity (n (%))|
|White British||623 (42.5)||244 (32.0)||154 (48.3)||120 (56.1)||105 (61.4)|
|Pakistani-origin||613 (41.8)||419 (54.9)||105 (32.9)||50 (23.4)||39 (22.8)|
|Other/Mixed||231 (15.7)||100 (13.1)||60 (18.8)||44 (20.5)||27 (15.8)||<0.001|
|Socioeconomic status (n (%))|
|Least deprived||699 (47.7)||267 (35.0)||195 (61.1)||133 (62.2)||104 (60.8)|
|Moderately deprived||571 (38.9)||360 (47.2)||95 (29.8)||64 (29.9)||52 (30.4)|
|Most deprived||197 (13.4)||136 (17.8)||29 (9.1)||17 (7.9)||15 (8.8)||<0.001|
|Parity (n (%))|
|0||923 (62.9)||431 (56.5)||220 (69.0)||156 (72.9)||116 (67.8)|
|1||328 (22.4)||175 (22.9)||72 (22.6)||43 (20.1)||38 (22.2)|
|≥2||216 (14.7)||157 (20.6)||27 (8.4)||15 (7.0)||17 (9.9)||<0.001|
|Early pregnancy BMI (kg/m2)||25.6 (7.1)||25.6 (7.3)||25.6 (6.3)||25.8 (7.2)||25.1 (7.7)||0.98|
|Smoked in pregnancy (n (%))||252 (17.2)||124 (16.3)||47 (14.7)||41 (19.2)||40 (23.4)||0.071|
|Delivery mode (n (%) vaginal)||747 (50.9)||385 (50.5)||165 (51.7)||114 (53.3)||83 (48.5)||0.80|
|Offspring sex (n (%) male)||807 (55.0)||429 (56.2)||169 (53.0)||116 (54.2)||93 (54.4)||0.78|
|Gestational age (weeks)||39.7 ± 1.9||39.6 ± 1.9||39.9 ± 1.9||39.7 ± 2.0||40.1 ± 1.5||<0.01|
|Birthweight (g)||3264 ± 611||3214 ± 627||3279 ± 574||3291 ± 639||3424 ± 539||<0.001a|
|Abdominal circumference (cm)||31.2 ± 3.0||30.9 ± 3.1||31.4 ± 2.7||31.3 ± 3.4||31.9 ± 2.6||<0.001b|
|Moderate cord blood acidaemiac (n (%))||124 (8.5)||74 (9.7)||23 (7.2)||16 (7.5)||11 (6.4)||0.34|
Table 2 shows cord blood pH levels stratified by maternal pregnancy physical activity. There was no evidence for effect modification by ethnicity (p ≥ 0.42) hence results are presented for the whole sample combined, adjusted for ethnic group. Significantly higher cord blood pH was observed in neonates of women who were somewhat active and moderately active in pregnancy compared to neonates of women who were inactive. The Poisson regression analysis provided some indication that, compared to neonates of inactive women, neonates of women who were at least somewhat active in pregnancy had lower risk of moderate cord blood acidaemia (arterial pH (relative risk (95% confidence interval): 0.70 (0.48–1.03), p = 0.071; venous pH (0.62 (0.34–1.12), p = 0.11); lowest pH (0.73 (0.51–1.05), p = 0.086).
|Number of participants
(n in each activity category)
|Inactive||Somewhat active||Moderately active||Active||p-trend|
|Lowest cord pH||1467
This study found that maternal pregnancy physical activity was favourably associated with higher cord blood pH. The association was modest in size but may be underestimated due to errors in self-reported physical activity (Celis-Morales et al., 2012). It is also conceivable that any positive influence on cord blood pH may be clinically meaningful as lower values are associated with higher risk of serious adverse neonatal outcomes in a dose-dependent manner (Malin, Morris and Khan, 2010; Yeh, Emary and Impey, 2012; Kelly et al., 2018; Vesoulis et al., 2018).
A recent meta-analysis concluded that there was low quality evidence from six randomised trials which together indicated there was no evidence for an association between pregnancy physical activity with cord blood pH (Davenport et al., 2018). However, an observational study reported that arterial cord pH was significantly higher in neonates of women who performed high-intensity exercise throughout pregnancy compared to neonates of women who had discontinued exercising (Clapp et al., 1995). Furthermore, cohort analysis of a controlled trial found that objectively measured physical activity at 16 weeks gestation was associated with higher venous cord blood pH and arterial oxygen saturation (Baena-García et al., 2019). The results provided by Baena-García et al. may be of limited clinical relevance, however, as their analysis was restricted to participants with ‘normal’ cord blood pH values >7.20 (Baena-García et al., 2019).
This study is the first to report associations between pregnancy physical activity and the full range of cord blood pH in a large and diverse sample of mother-neonate pairs from a deprived location. Our results appear to provide evidence for a threshold-type effect. Compared to neonates of women who were inactive, only neonates of women who were somewhat and moderately active in pregnancy exhibited higher cord blood pH. This is may be explained by fewer women being categorised as active, and hence insufficient statistical power at the higher end of the activity spectrum to detect what appear to be small associations. To account for this and to help decipher the clinical relevance of associations we calculated relative risks for moderate cord blood acidaemia between neonates of inactive women versus women who were at least somewhat active in pregnancy. We found some evidence that being at least somewhat active was associated with a lower risk of moderate acidaemia. The results only approached statistical significance, but all 95% confidence intervals were largely consistent with a protective effect (confidence limits indicated considerable risk reductions of ~40–50% associated with being at least somewhat active in pregnancy versus comparatively marginal risk increases). It is encouraging that modest volumes of mid-pregnancy physical activity do not appear to be detrimental and seem to be associated with some benefit in terms of higher cord blood pH, and possibly lower risk of moderate acidaemia. This is contrary to the popular belief of many women that physical activity in pregnancy is harmful (Coll et al., 2017). Our results support new UK guidelines which emphasise that ‘every activity counts’ and that inactive pregnant women should gradually accumulate physical activity throughout the week (Department of Health and Social Care, 2019).
The results of this study add to growing evidence that pregnancy physical activity is not only safe but beneficial for the short and long-term health prospects of both mother and child (Collings et al., 2020a, 2020b). Placental function likely underpins the link between maternal physical activity and higher neonatal cord blood pH. Biological adaptations to regular pregnancy physical activity include increased size and vascularity of the placenta which aids oxygen perfusion to the fetus and removal of deoxygenated lactate filled blood (Melzer et al., 2010; Ferraro, Gaudet and Adamo, 2012). Activity-mediated improvements in maternal adiposity and glucose regulation (which we have previously observed in the BiB pregnancy cohort (Collings et al., 2020a)) may also assist prevention of placental dysfunction and fetal hyperinsulinemia, which could help curb adverse fetal metabolism and cord blood acidosis (Jarmuzek, Wielgos and Bomba-Opon, 2015; Aalipour et al., 2018). As with the results of any observational study, residual confounding by imperfectly measured covariates and unknown or unmeasured confounding cannot be excluded. Additional research is needed to replicate the current findings. Future studies should be carried out in unselected population-based samples of mother-neonate pairs, rather than clinically identified samples, which hinders generalisability of results.
In neonates born in poor condition, or for whom there was concern during labour or immediately following birth, maternal physical activity was favourably associated with slightly higher neonatal cord blood pH. Modest volumes of mid-pregnancy physical activity do not appear to be harmful and may enhance the condition of neonates at birth.
Data generated and analysed for the current study are available from the corresponding author on reasonable request.
The additional files for this article can be found as follows:Supplementary Table S1
Participant characteristics of the cord blood pH subgroup included in this study and all other BiB cohort participants. DOI: https://doi.org/10.5334/paah.66.s1Supplementary Table S2
Cases of moderate cord blood academia (pH < 7.10) stratified by cord blood sample and pregnancy physical activity level. DOI: https://doi.org/10.5334/paah.66.s2Supplementary Figure S1
The General Practice Physical Activity Questionnaire (GPPAQ) administered to BiB cohort participants. DOI: https://doi.org/10.5334/paah.66.s3Supplementary Figure S2
Cord blood pH levels stratified by 1 minute Apgar score. DOI: https://doi.org/10.5334/paah.66.s4Supplementary Figure S3
Cord blood pH levels stratified by 5 minute Apgar score. DOI: https://doi.org/10.5334/paah.66.s5
Born in Bradford (BiB) is only possible because of the enthusiasm and commitment of the children and parents in BiB. We are grateful to all the participants, health professionals, and researchers who have made BiB happen.
The Born in Bradford (BiB) study receives core infrastructure funding from the Wellcome Trust (WT101597MA), a joint grant from the UK Medical Research Council (MRC) and UK Economic and Social Science Research Council (ESRC) (MR/N024397/1), the British Heart Foundation (BHF) (CS/16/4/32482), and the National Institute for Health Research (NIHR) under its Collaboration for Applied Health Research and Care (CLAHRC) for Yorkshire and Humber and Clinical Research Network (CRN). Authors are part of the Healthy Children, Healthy Families Theme of the NIHR CLAHRC for Yorkshire and Humber. JWe was supported by a MRC Population Health Scientist Postdoctoral Award (MR/K021656/1) and PJC is funded by a BHF Immediate Postdoctoral Basic Science Research Fellowship (FS/17/37/32937). The views expressed in this paper are those of the authors and not necessarily those of the MRC, ESRC, BHF, NIHR, and UK Department of Health or National Health Services or of any other funder acknowledged here.
The authors have no competing interests to declare.
Aalipour, S., et al. (2018). Umbilical Cord Blood Acidosis in Term Pregnancies With Gestational Diabetes Mellitus and Its Relations to Maternal Factors and Neonatal Outcomes. Iranian Red Crescent Medical Journal, 20(S1). DOI: https://doi.org/10.5812/ircmj.59267
Baena-García, L., et al. (2019). Association of sedentary time and physical activity during pregnancy with maternal and neonatal birth outcomes. The GESTAFIT Project. Scandinavian Journal of Medicine and Science in Sports, 29(3), 407–14. DOI: https://doi.org/10.1111/sms.13337
Bai, J., et al. (2002). Parity and pregnancy outcomes. American Journal of Obstetrics and Gynecology, 186(2), 274–8. DOI: https://doi.org/10.1067/mob.2002.119639
Celis-Morales, C. A., et al. (2012). Objective vs. self-reported physical activity and sedentary time: Effects of measurement method on relationships with risk biomarkers. PLoS ONE, 7(5). DOI: https://doi.org/10.1371/journal.pone.0036345
Clapp, J. F., et al. (1995). The effect of regular maternal exercise on erythropoietin in cord blood and amniotic fluid. American Journal of Obstetrics and Gynecology, 172(5), 1445–51. DOI: https://doi.org/10.1016/0002-9378(95)90476-X
Coll, C. V. N., et al. (2017). Perceived barriers to leisure-time physical activity during pregnancy: A literature review of quantitative and qualitative evidence. Journal of Science and Medicine in Sport, 20(1), 17–25. DOI: https://doi.org/10.1016/j.jsams.2016.06.007
Collings, P. J., et al. (2020a). Associations of Pregnancy Physical Activity with Maternal Cardiometabolic Health, Neonatal Delivery Outcomes and Body Composition in a Biethnic Cohort of 7305 Mother–Child Pairs: The Born in Bradford Study. Sports Medicine, 50, 615–628. DOI: https://doi.org/10.1007/s40279-019-01193-8
Collings, P. J., et al. (2020b). Maternal Physical Activity and Neonatal Cord Blood Lipid Levels: Findings From a Prospective Pregnancy Cohort. Journal of Physical Activity and Health, 17(2), 236–241. DOI: https://doi.org/10.1123/jpah.2019-0550
Davenport, M. H., et al. (2018). Impact of prenatal exercise on neonatal and childhood outcomes: A systematic review and meta-analysis. British Journal of Sports Medicine, 52, 1386–1396. DOI: https://doi.org/10.1136/bjsports-2018-099836
Department of Health and Social Care. (2019). UK Chief Medical Officers’ Physical Activity Guidelines. Available at: https://www.gov.uk/government/publications/physical-activity-guidelines-uk-chief-medical-officers-report
Ferraro, Z. M., Gaudet, L., & Adamo, K. B. (2012). The potential impact of physical activity during pregnancy on maternal and neonatal outcomes. Obstetrical and Gynecological Survey, 67(2), 99–110. DOI: https://doi.org/10.1097/OGX.0b013e318242030e
Jarmuzek, P., Wielgos, M., & Bomba-Opon, D. (2015). Placental pathologic changes in gestational diabetes mellitus. Neuro endocrinology letters, 36(2), 101–5. Available at: http://www.ncbi.nlm.nih.gov/pubmed/26071574
Kelly, R., et al. (2018). Dose-dependent relationship between acidosis at birth and likelihood of death or cerebral palsy. Archives of Disease in Childhood: Fetal and Neonatal Edition, 103, F567–F572. DOI: https://doi.org/10.1136/archdischild-2017-314034
Maldonado, G., & Greenland, S. (1993). Simulation study of confounder-selection strategies. American Journal of Epidemiology, 138(11), 923–936. DOI: https://doi.org/10.1093/oxfordjournals.aje.a116813
Malin, G. L., Morris, R. K., & Khan, K. S. (2010). Strength of association between umbilical cord pH and perinatal and long term outcomes: Systematic review and meta-analysis. BMJ, 340. DOI: https://doi.org/10.1136/bmj.c1471
Melzer, K., et al. (2010). Physical activity and pregnancy: Cardiovascular adaptations, recommendations and pregnancy outcomes. Sports Medicine, 40, 493–507. DOI: https://doi.org/10.2165/11532290-000000000-00000
National Health Service. (2009). The General Practice Physical Activity Questionnaire (GPPAQ) A screening tool to assess adult physical activity levels, within primary care. Available at: https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/192453/GPPAQ_-_guidance.pdf (Accessed: 12 December 2017).
National Institute for Health and Care Excellence. (2007). Intrapartum care: care of healthy women and their babies during childbirth (Clinical Guideline 55). Available at: https://www.nice.org.uk/guidance/cg55
Pivarnik, J. M., & Mudd, L. M. (2009). Oh Baby! Exercise During Pregnancy and the postpartum period. ACSM’s Health & Fitness Journal, 13(3), 8–13. DOI: https://doi.org/10.1249/FIT.0b013e3181a1e972
Thorp, J., Dildy, G., & Yeomans, E. (1996). Umbilical cord blood gas analysis at delivery. American Journal of Obstetrics and Gynecology, 175(3), 517–522. DOI: https://doi.org/10.1053/ob.1996.v175.a74401
Vesoulis, Z. A., et al. (2018). Re-examining the arterial cord blood gas pH screening criteria in neonatal encephalopathy. Archives of Disease in Childhood – Fetal and Neonatal Edition, 103, F377–F382. DOI: https://doi.org/10.1136/archdischild-2017-313078
Victory, R., et al. (2004). Umbilical cord pH and base excess values in relation to adverse outcome events for infants delivering at term. American Journal of Obstetrics and Gynecology, 191(6), 2021–2028. DOI: https://doi.org/10.1016/j.ajog.2004.04.026
Wright, J., et al. (2013). Cohort profile: The born in bradford multi-ethnic family cohort study. International Journal of Epidemiology, 42(4), 978–991. DOI: https://doi.org/10.1093/ije/dys112
Yeh, P., Emary, K., & Impey, L. (2012). The relationship between umbilical cord arterial pH and serious adverse neonatal outcome: Analysis of 51 519 consecutive validated samples. BJOG: An International Journal of Obstetrics and Gynaecology, 119, 824–831. DOI: https://doi.org/10.1111/j.1471-0528.2012.03335.x