Original research

Prediction of neonatal acidemia at birth with total deceleration area on intrapartum cardiotocogram

Abstract

Aim & objective The diagnosis of foetal distress in a clinical setting is based on foetal cardiotocography findings during labour. This study aims to analyse the total deceleration area (TDA) on intrapartum cardiotocogram which will predict neonatal acidemia at birth.

Materials & methods The study participants included women in labour having intrapartum foetal distress (National Institute of Child Health and Human Development criteria category III and persistent category II on cardiotocogram), who had the 30-min traces (prior to delivery/decision to delivery) and foetal umbilical cord blood gas analysis at delivery. The TDA was calculated and analysed against the cord blood pH obtained at delivery. The deceleration area is calculated as the width of the widest aspect of deceleration (below baseline) measured in minutes which is multiplied by the maximum depth below the baseline and divided by two. TDA is the summation of all the deceleration areas in the last 30 min before delivery.

Results A total of 168 participants were analysed. There were 42 cases and 146 controls in the study. The mean TDA in the case and control group was 254.62 missed beats and 165 missed beats, respectively. It was observed that an intrapartum TDA of ≥195 missed beats was associated with neonatal acidemia at birth and with an area under curve of 0.6576 (95% CI 0.5305 to 0.7847) with a positive predictive value of 83.78%.

Conclusion In this study, an intrapartum TDA of ≥ 195 missed beats was significantly associated with neonatal acidemia at birth. The calculation of TDA has simplified intrapartum foetal monitoring.

What is already known on this topic

  • In clinical practice, cardiotocography-based National Institute of Child Health and Human Development (NICHD) classification is widely used to diagnose foetal distress. However, a non-NICHD criterion, total deceleration area (TDA) has shown promising results in predicting neonatal acidemia, though it is not adequately explored in clinical research.

What does this study add

  • This prospective case-control study could confirm the effectiveness of TDA (>195 missed beats) for detecting neonatal acidemia in the Asian population, comprising mainly high-risk gravidas.

How this study might affect research, practice or policy

  • The study results will help clinicians to make a timely decision in the management of foetal distress cases in resource-poor settings without applying NICHD criteria. This simplifies the interpretation of foetal cardiotocogram without compromising the neonatal outcome.

Introduction

Intrapartum foetal distress and neonatal acidemia are closely linked conditions that lead to neonatal mortality. A WHO report states that 1.9 million stillbirths happen every year and intrapartum stillbirths contribute 40% to it.1 Hypoxia is believed to contribute to 90% of foetal deaths occurring during labour.2 It can have significant implications on the health of the newborn. Complications of foetal distress also include neonatal morbidity in the form of neonatal intensive care unit (NICU) admissions, birth asphyxia, respiratory distress, neurological damage, hypoxic-ischaemic encephalopathy, seizure disorder, developmental delays and cerebral palsy.3 This also leads to maternal morbidity in the form of caesarean section, as most of the intrapartum foetal distress cases are managed by emergency caesarean sections for immediate delivery and a better neonatal outcome.4 Recently, there has been a marked rise in the rate of caesarean deliveries across the globe. Foetal distress is the chief indication for primary emergency caesarean sections and the second most common indication for overall caesarean sections.5 In 2017, a report carried out at our tertiary care hospital revealed a caesarean section rate of 44.61%.5 Foetal distress was the second most common indication for overall caesarean deliveries, accounting for 16.24% after previous lower segment caesarean section (LSCS).5

Foetal distress is a vague term. In clinical practice, it is used to describe a wide range of foetal heart rate abnormalities that, if not corrected, will result in decompensation of physiological responses and cause permanent central nervous system damage or death.2 3 Electronic foetal monitoring is commonly used to detect foetal distress. In clinical practice, cardiotocography (CTG) based National Institute of Child Health and Human Development (NICHD) classification is widely used for diagnosis of foetal distress such as category II and category III traces which include tachycardia, repetitive variable deceleration, late deceleration, and marked and decreased variability.6 It has been observed in previous research that irrespective of the type of decelerations, acidic pH and NICU admissions are seen.7 Acidic pH is often observed with variable and late deceleration.7 CTG is criticised for increased rates of caesarean deliveries for foetal distress as the false-positive rate of diagnosis of foetal distress with CTG is high (60%).8 Nevertheless, CTG is preferred as it is documented proof for the basis of intervention performed for managing cases of foetal distress. CTG interpretation needs technical training. Emphasis is given to avoid foetal acidemia, for late and persistent variable deceleration. It is observed that there is a knowledge gap in identifying a better CTG parameter that can be interpreted easily and aid in the early diagnosis of foetal distress so that a timely decision is taken for the prevention of neonatal acidemia. Total deceleration area (TDA), a simple formulated calculation, was first described by Cahill et al, which has shown promising effects for predicting acidemia.9 In recent research by Geva et al, increased TDA was positively associated with neonatal encephalopathy and with MRI changes in affected neonates.10 11 We intended to study TDA on intrapartum cardiotocogram which will predict neonatal acidemia at birth in the Indian population.

Material and methods

This case-control study was conducted at KAHER’S Dr. Prabhakar Kore charitable hospital, Belagavi, India, for 1 year (1 February 2023–31 January 2024). The study population included pregnant women at or above 37 weeks of gestation, who were admitted to the labour room for delivery. Ethical clearance was obtained from the JNMC Institutional Ethics Committee (MDC/JNMC/IEC/69) (CTRI registration number: CTRI/2023/02/049506). The study population was screened as per the inclusion & exclusion criteria. The eligible study participants were enrolled based on the following criteria.

Inclusion criteria

  • Singleton.

  • Term pregnancy in labour.

  • Intrapartum foetal distress diagnosis made.

  • Presence of 30 min CTG trace recording prior to delivery/decision to delivery. (Prior to delivery means, emergent instrumental vaginal delivery done in the second stage of labour for foetal distress. The term ‘decision to delivery’ refers to the decision to emergency caesarean delivery for foetal distress in the first and second stage of labour, by the on-duty obstetrician)

  • Presence of umbilical artery cord blood pH at the time of delivery.

Exclusion criteria

  • Insufficient CTG trace

  • Unavailability of umbilical artery cord blood pH at the time of delivery.

Detailed antenatal history, presenting complaints, menstrual and obstetric history, obstetric risk factors and complications in present pregnancy were noted. After admission reassuring CTG, the foetal heart rate (FHR) monitoring is carried out by foetal Doppler in the first stage and second stage of labour (every 30 min and 15 min, respectively). If the foetal heart rate drops or tachycardia is noted, CTG monitoring is done again to assess the FHR pattern details. The decision for emergent delivery (vaginal/instrumental vaginal/caesarean delivery) is taken by the on-duty obstetrician based on clinical presentation and CTG findings on a 30-min trace (if recovery does not happen with resuscitative measures). Intrapartum risk factors/complications such as meconium-stained liquor, cord around neck, oligohydramnios, Deep Transvere Arrest (DTA)and true knot were noted. The intrapartum events, duration of labour, mode of delivery, stage of labour when foetal distress was diagnosed and baby details (time of delivery, birth weight, sex, resuscitation measures, NICU admission) were noted. If the labour is induced or augmented, the criteria included reassuring FHR pattern on CTG. Umbilical artery cord blood samples were taken at birth and were tested for pH. The umbilical cord blood pH value was evaluated against the TDA in 30 min on CTG before vaginal delivery/shifting the patient to the operation theatre for caesarean delivery. The study participants were then categorised into two groups, case and control, based on the cord blood pH value at birth (pH <7.2 was considered as case and pH >7.2 as control).

Operational definitions

TDA: the deceleration area is the width of the widest aspect of deceleration (below baseline) measured in minutes, multiplied by the maximum depth below the baseline (beats) divided by two. TDA is a summation of all the deceleration areas in the last 30 minutes before delivery. Its value is expressed as missed beats12 (figure 1).

Illustration of deceleration area on foetal cardiotocogram.

Neonatal acidemia at birth: umbilical cord artery pH <7.2 at birth.13

Late deceleration: these are visually apparent, gradual decreases in FHR and return to baseline (onset to nadir is equal to or greater than 30 s) associated with uterine contractions. The onset, nadir and resolution of the deceleration usually occur after the peak of the contraction.9

Variable deceleration: these are visually apparent abrupt decreases in FHR (onset to nadir < 30 s). Onset, depth, duration and return to baseline vary with uterine contraction.9

Beat-to-beat variability: the visual quantification of fluctuation in FHR at baseline (decreased variability <5 bpm, marked variability is >25 bpm).9

Bradycardia: FHR<110 bpm. Tachycardia: FHR >160 bpm9

Repetitive variable deceleration: FHR changes that occur when variable decelerations happen with 50% or more of uterine contractions.14

High-risk pregnancy: it is a pregnancy affected by a condition that is harmful to the health and well-being of the foetus or the mother.15

The following high-risk factors are included in the study.

Postdatism: it is defined in the study as pregnancy which crosses the expected date of delivery.16

Foetal growth restriction: foetal growth restriction is defined as expected foetal weight (EFW) or abdominal circumference (AC) <10th percentile for gestational age (GA).17

Gestational diabetes mellitus: it is diagnosed based on a 2-hour, 75 gm oral glucose challenge test value of >140 mg/dl in pregnancy.(Diabetes in Pregnancy Society of India).18

Pre-eclampsia: acute onset hypertension in a previously normotensive pregnant woman involving symptoms related to one maternal organ dysfunction of the liver, kidney, brain and placenta.19

Macrosomia: foetus with EFW or AC above the 90th percentile.20

Oligohydramnios: it is defined as the amniotic fluid index <5.21

Anaemia: anaemia in pregnancy is a condition where maternal haemoglobin (Hb) concentration is less than 11 g/dl (WHO).22

Hypothyroidism: pregnancy with elevated maternal thyroid-stimulating hormone (TSH) of more than 4 m IU/ml.23

Premature rupture of membrane (PROM): it is a prelabour rupture of the amniotic membrane before the onset of labour pain.24

Prolonged latent phase: > 20 hours in a nullipara and >14 hours in a multipara.25

Sample size calculation

The overall sample size required was 168 (n=n1+n2). Cases (n1)=42; control (n2)=126:

Display Formula

Display Formula

where µ1 is the mean of the first group, µ2 is the mean of the second group and σ2 is the common error variance, for 95% confidence level, Zα/2 values are 1.96 and for 80% power Ζβ value is 0.84 and r is the allocation ratio, which is given as r=n1/n2. Here, we assume d as moderate, that is, d=0.5, with this assumed d, 95% confidence level and 80% power; we take the allocation ratio for case to control as 1:3.

Statistical analysis

Data are analysed using statistical software R V.4.3.2 and Microsoft Excel. Categorical variables are given in the form of frequency tables. Continuous variables are given in mean±SD/Median (Min, Max) form. The normality of the variable is checked by the Shapiro-Wilk test and QQ plot. Two-sample t-tests are used to compare the means of variables over groups. Mann-Whitney U test is used to compare the distribution of variables over groups. The square χ2 test is used to check the association of categorical variables with groups. A P value less than or equal to 0.05 indicates statistical significance. Spearman’s rank correlation test is used to check the correlation of different variables with pH. The Kruskal-Wallis test is used to check the distribution of pH over the type of deceleration. The applicability of TDA to predict neonatal acidemia is checked by Logistic regression and receiver operating characteristic (ROC) curves. A pairwise comparison of ROC curves is done to compare the determinant power of TDA.

Results

Among a total of 4194 deliveries, 402 women were screened for eligibility during the study period. The number of excluded participants was 234 (preterm (88), insufficient trace (112), unavailability of umbilical cord blood pH (34)). A total of 168 participants were enrolled in the study. The newborns with neonatal cord blood pH <7.2 were 42 (25%), and they were categorised as cases, while 126 (75%) newborns with pH >7.2 were grouped as controls. The additional findings noted were two foetal tachycardia, five foetal bradycardia, one marked variability and one decreased variability among the case groups (figure 2).

Strengthening the eporting of observational studies in epidemiology diagram of the study participants.

Table 1 gives the clinical details of study participants among case and control groups. The median age of the study participants in both case and control groups was 24 years. There were 35 (83.33%) primigravidae in the case group and 103 (81.75%) in the control group, respectively. The high-risk gravidas were 31 (73.80%) and 94 (74.60%) in the case and control groups. Postdatism accounted for 11 (35.48%) and 32 (34.04%) gravidas in the case and control groups, respectively. There were 7 (22.58%)and 17 (18.08%) participants with foetal growth restriction (FGR) in case and control groups. The incidence of induced labour was 24 (57.14%) and 73 (57.94%) in the case and control groups. A total of 23 (54.76%) cases had foetal distress in the latent phase, five (11.9%) in the active phase and 14 (33.33%) in the second stage of labour (p value 0.002). There were 12 (28.57%) instrumental deliveries in the case group and seven (5.56%) in the control group (P value <0.001).

Table 1
Clinical details of the study participants among case and control groups

Table 2 highlights the distribution of various CTG variables over case and control groups. There is a significant difference in the distribution of foetal bradycardia over groups with five (11.9%) in case and three (2.38%) in the control group (P value 0.029). No significant difference is noted in the distribution of foetal tachycardia, beat-to-beat variability <5 or >25 beats, and repetitive variable deceleration over groups. Late decelerations are associated significantly with cases (P value 0.003). From the Mann-Whitney U test, it is observed that there is a significant (P value 0.008) difference in the distribution of mean TDA over groups. The mean TDA of 254.62±170.67 is in the case group, and the mean TDA of 165.1 ± 94.17 is in the control group.

Table 2
Distribution of various CTG variables over case and control groups

Table 3 describes the birth characteristics of newborns in the case and control groups. Among cases, seven (16.67%) neonates did not cry at birth (P value 0.008), 31 (73.81%) were normal-weight neonates and 11 (26.19%) neonates had low birth weight. A total of 9 (21.43%) newborns in the cases group were admitted to the NICU for further management (P value 0.003).

Table 3
Birth characteristics of neonates in the case and control groups

Table 4 highlights the findings of the logistic regression analysis of various CTG variables for predicting neonatal acidemia. Foetal bradycardia and late deceleration AUC were 0.5476 (95% CI 0.4963 to 0.5990): P value 0.023 and 0.6597(95% CI 0.5552 to 0.7643) and P value 0.015 times more likely to be associated with neonatal acidemia, respectively. TDA cut-off of ≥195 was significantly associated with neonatal acidemia with an AUC of 0.6576 (95% CI 0.5305, 0.7847) (P value 0.001).

Table 4
Logistic regression analysis of various CTG variables for predicting neonatal acidemia

Table 5 demonstrates various diagnostic characteristics of study variables, that is, area under curve (AUC) was 0.5476 (95% CI 0.4963 to 0.5990), 0.6597 (95% CI 0.5552 to 0.7643) and 0.6576 (95% CI 0.5305 to 0.7847) for foetal bradycardia, late deceleration and TDA cutoff >195, respectively. PPV of TDA cutoff >195 was 83.78% (95% CI 70.64% to 89.35).

Table 5
The diagnostic values of different variables in predicting neonatal acidemia

Discussion

The results of this case-control study highlighted the predictive ability of TDA (≥195 missed beats) observed on foetal cardiotocogram, in the last 30 min of labour, as statistically significant (P value 0.001) with neonatal acidemia at birth and an AUC of 0.6576 (95% CI 0.5305 to 0.7847).

These results are similar to those of other studies conducted in various other population settings. Furukawa et al computed TDA based on missed beats, whereas Cahill et al used seconds, and Gamboa et al’s study employed square centimetres on CTG trace for calculation.9 12 26 Furukawa et al found that TDA of 250 missed beats had the highest AUC value of 0.702 (95% CI 0.655 to 0.749), indicating its superior predictive ability for metabolic acidosis.12 The cut-off obtained in our study is noted to be lesser when compared with other studies. This may be explained by the proportion of high-risk populations in our study (75% in both case and control) compared with the different studies. Additionally, the study was conducted among the South East Asian ethnic population. Gamboa et al found that the optimal threshold for predicting neonatal acidemia based on TDA was 8.37 cm² in the last half an hour of labour, with a sensitivity of 71.6%, a specificity of 71% and an AUC of 0.83.26 For every square centimetre increase in the area during the final 30 min of labour, there was a corresponding decrease of 0.08 units in pH levels.26 Cahill et al also observed that TDA is the most predictive electronic foetal monitoring pattern for acidemia and found the respective Youden cut-off point of deceleration area for optimal prediction to be 42,152 for neonatal acidemia with an AUC of 0.76. Additionally, they found when combined with tachycardia, it poses a significant risk for neonatal morbidity.9

Though we found foetal tachycardia in 8 cases (19.05%) and foetal bradycardia in 5 cases (11.9%) in our study, only foetal bradycardia along with TDA was significantly associated with neonatal acidemia (P value 0.029) and AUC of 0.5476 (0.5084–0.6265). Cavoretto et al studied metabolic acidemia at birth with a duration of the second stage of labour. They found that the risk of metabolic acidemia increases (> 3.4–15%) at 60 min of second-stage duration in the presence of foetal bradycardia.27 Among cases with foetal bradycardia in our study, 83.33% experienced an increase in TDA from baseline. This trend suggests that bradycardia may be more associated with an increase in TDA, but the difference is not statistically significant (P value 0.242). Similarly, foetal tachycardia is related to a decrease in TDA from baseline, though not statistically significant (p value 0.061).

A decreased variability was noted in 11 cases and marked variability in nine cases. Repetitive variable decelerations were observed in three cases (7.14%). None of these variables show any significance in predicting neonatal acidemia at birth. Different studies have shown varying results concerning these variables. The findings reported by Gamboa et al and colleagues noted a significant association between acidemic babies and decreased beat-to-beat variability.26 The study by Cahill et al showed no significance in the predictive ability of decreased or marked variability.9 In the presence of repetitive persistent late deceleration, the risk of acidemia increases above 3.4% at the 50-min duration of the second stage of labour.28 In clinical practice, more than a certain decelerative pattern, the depth, duration and frequency of deceleration should be considered important while managing cases of intrapartum foetal distress.12 Similar to previous literature, our study shows a higher incidence of neonates experiencing acidemia in association with late decelerations, which was noted in 11 cases (26.9%) (P value 0.003 and AUC of 0.659).29–31 Cahill et al in another study found that combining all significant features (tachycardia, prolonged decelerations, repetitive late and variable decelerations) did not enhance the NICHD model’s predictive ability for acidemia.29 Though the early deceleration pattern was not significantly associated with neonatal acidemia in this study, acidic pH with early decelerations was noted in two cases (4.67%) with an average TDA of 145 missed beats. Hence, neonatal acidemia was consistently noted irrespective of the deceleration type observed. Among our study population, most participants had antenatal risk factors (73.80% of the case and 74.60% of the control groups). Postdatism emerged as the most prevalent risk factor in both groups (11 participants (35.48%) in the case group), followed by FGR (seven participants (22.58%) in the case group), oligohydramnios and GDM (two participants (6.45%)) each. The association of TDA with umbilical artery pH in high-risk pregnancies like postdatism, FGR and pre-eclampsia has been studied recently, and it was found to have a significant association in these high-risk pregnancies.32–34 Our study shows that induced labour appears to be the predominant type of labour compared with spontaneous labour in both the case and control groups, comprising 57.14% and 57.94%, respectively. The labour induction rate by Cahill et al was 44.8%.9 Our study group consisted of a greater number of high-risk pregnancies like postdates, FGR and oligohydramnios which are induced for better maternal and neonatal outcomes. In this study, 54.76% of study participants in the case group had foetal distress in the latent phase. This could be attributed to the increased rate of caesarean sections in women who undergo admission in the latent phase. Augmentation with oxytocin and caesarean deliveries were also significantly noted more in women admitted into latent labour.35 Foetal distress detected during the second stage of labour was observed in 33.3% of the cases. It shows a significant P value of 0.002. Cavoretto et al concluded in their research that the duration of the second stage of labour is directly proportional to metabolic acidemia (escalating 12-fold (1.2–15.3%) from 30 min to 180 min) at birth irrespective of the type of deceleration on CTG.27 We observed that 42.8% of cases had intrapartum meconium-stained liquor. It was not found to be significant in determining foetal acidemia. These findings align with results reported in previous research.36 In this study, 64.29% of the case group underwent caesarean section, and instrumental delivery was performed in 28.5% of cases. This might happen because most of the foetal distress was diagnosed during the latent phase of labour where the pregnancy was terminated by caesarean section for emergent delivery. It was noted that 92.86% of the control group underwent caesarean delivery. This shows that an increased number of LSCS are being performed for foetal distress, but the neonates are found not to have developed acidemia. This gives power to TDA as a more relevant predictor of foetal acidemia. Among the babies who did not cry at birth, seven (16.67%) belonged to cases, and four (3.17%) belonged to the control group (P value 0.008). Notably, babies who did not cry at birth had significantly worse outcomes than those who cried immediately, regarding NICU admissions (21.43%; P value −0.003)belonged to case group. Previous research conducted in other South Asian populations shows similar results.37 A proportion of 73.81% of babies in the case group had a normal birth weight. These findings closely resemble those reported in the study conducted by Cahill et al.9 It is noted that the majority of the study group consists of nulliparous individuals, comprising up to 80% in both the case and control groups. Comparable results were observed in a study conducted by Furukawa and colleagues, where nulliparity was evident in 68.2% of the cases.12

Strengths and recommendations

To the best of our knowledge, this is the first study done to identify a TDA cut-off (≥195 missed beats) in the Indian population for the prediction of neonatal acidemia. It can be used prospectively in decision-making in favour of emergent foetal delivery before reaching this limit of TDA. However, this can be validated in large-scale studies in the same population so that it gets recommendation from the recognised national healthcare bodies for its prospective use in clinical settings. This simple calculation can be easily executed by healthcare professionals and paramedical staff with minimal training.

Limitations

The effect of covariates like FGR, pre-eclampsia, oligohydramnios and parity is not studied in this research considering their varied presentation in individuals having intrapartum foetal distress, for example, FGR with or without Doppler changes may have different TDA cut-off. The effect of these covariates should be explored in future research for each pathology of pregnancy separately. The indications for NICU admission and association of TDA with other neonatal outcomes, that is, Hypoxic ischaemic encephalopathy, are not studied in the present research as the objective of the study is to check the predictive ability of TDA with neonatal acidemia. This can be explored in future studies with specific objectives addressing these variables. In our data set, each TDA value typically occurs with only one baseline heart rate (either normal, bradycardia or tachycardia). Because of this lack of overlap, we do not have the necessary data to see how pH might differ at the same TDA across different baseline heart rates. In other words, the uniqueness of TDA values prevents a statistically valid comparison of pH across baseline heart rates while holding the TDA constant.

Conclusion

An intrapartum TDA of ≥195 missed beats was significantly associated with neonatal acidemia at birth in this study. TDA represents a simple calculation in the management of intrapartum foetal distress. This will help clinicians to make a timely decision in the management of foetal distress cases in order to prevent foetal acidemia without classifying decelerations into different categories that are subject to interpersonal variations.

  • Contributors: EV collected and analyzed data and research execution and drafted the manuscript. RK designed the study and drafted the article. AD interpreted the data and edited the overall content of the article. KV provided explanation of results and writing related to the results of the article. AM participated in the research design and supervision and made important additions to the article made revisions to the article content and made significant modifications to the content of the result tables. All authors have read and approved the final manuscript. EV is the guarantor of this study and controlling the decision to publish.

  • Funding: The authors have not declared a specific grant for this research from any funding agency in the public, commercial or not-for-profit sectors.

  • Competing interests: None declared.

  • Patient and public involvement: Patients and/or the public were not involved in the design, conduct, reporting or dissemination plans of this research.

  • Provenance and peer review: Not commissioned; externally peer-reviewed.

Data availability statement

Data will be provided on reasonable request.

Ethics statements

Patient consent for publication:
Ethics approval:

This study involved human participants. The Ethical clearance was obtained from JNMC Institutional Ethics committee (Reference ID MDC/JNMC/IEC/69). Waiver of consent was obtained from institutional Ethics Committee, as data were collected from the patient’s records.

Acknowledgements

The authors thank Korpala Lakshmi Satwik for the technical assistance provided during the preparation of this manuscript.

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  • Received: 18 September 2024
  • Accepted: 18 February 2025
  • First published: 12 March 2025