Hypertension persisting after pre-eclampsia: A prospective cohort study at Mulago Hospital, Uganda

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Study Justification:
– The study aimed to determine the incidence and risk factors for persistence of hypertension in women with pre-eclampsia/eclampsia.
– This is important because pre-eclampsia/eclampsia usually resolves after delivery, but sometimes hypertension persists and cardiovascular disease develops later.
– By identifying the risk factors for persistent hypertension, early diagnosis and management of chronic hypertension can be made to avoid long-term morbidity and mortality.
Study Highlights:
– The study was conducted at Mulago Hospital, Uganda’s national referral hospital, which receives referrals from other parts of the country.
– The study followed up 188 women with pre-eclampsia/eclampsia until 3 months after delivery.
– 34% of the women analyzed had persistent hypertension three months after delivery.
– Maternal age, gestational age at delivery, and parity were predictors of persistent hypertension.
Study Recommendations:
– Follow up of mothers who develop pre-eclampsia is important to monitor for persistent hypertension.
– Early diagnosis and management of chronic hypertension should be implemented to avoid long-term complications.
– Further research should be conducted to explore additional risk factors for persistent hypertension in women with pre-eclampsia/eclampsia.
Key Role Players:
– Obstetricians at Mulago Hospital and other public hospitals in the surrounding districts.
– Midwives and healthcare providers involved in antenatal and postnatal care.
– Researchers and scientists studying pre-eclampsia and hypertension.
Cost Items for Planning Recommendations:
– Training and education for healthcare providers on early diagnosis and management of chronic hypertension.
– Development and implementation of monitoring systems for follow-up of mothers with pre-eclampsia.
– Research funding for further studies on risk factors for persistent hypertension in women with pre-eclampsia/eclampsia.
– Resources for providing free healthcare services to referred women at Mulago Hospital.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is relatively strong, but there are some areas for improvement. The study design is a prospective cohort study, which is a robust method for investigating risk factors. The sample size is also appropriate for the research question. However, there are some limitations to consider. The study was conducted at a single hospital in Uganda, which may limit the generalizability of the findings. Additionally, the data collection methods rely on self-reporting and medical records, which may introduce bias. To improve the evidence, it would be beneficial to conduct a multicenter study to increase the generalizability of the findings. Additionally, using objective measures for hypertension and proteinuria, such as automated blood pressure monitors and laboratory tests, would enhance the accuracy of the results.

Background: Pre-eclampsia/eclampsia usually resolves after delivery but sometimes hypertension persists and cardiovascular disease develops later. Our objective was to determine the incidence and maternal socio-demographic and obstetric risk factors for persistence of hypertension in women with pre-eclampsia/eclampsia. Methods: This was a prospective cohort study conducted from July 2009 to June 2011 at Mulago Hospital labour ward and postnatal clinics. We followed up 188 women admitted with pre-eclampsia/eclampsia until 3 months after delivery. Data was collected using interviewer-administered questionnaires, examination of participants and review of medical records. Stata (version12) software was used for data analysis. Univariable analysis was used to compute the relative risk of persistent hypertension at the 95% confidence level. This was followed by multivariable logistic regression analysis to determine factors independently associated with persistence of hypertension. Results: 64 (34%) out of the 188 women analysed had persistent hypertension three months after delivery. Maternal age, gestational age at delivery and parity were predictors of persistent hypertension. Conclusion: The proportion of women with pre-eclampsia/eclampsia at risk of persistent hypertension at three months after delivery was high, with nearly one of three mothers remaining hypertensive. Follow up of mothers who develop pre-eclampsia is important so that early diagnosis and management of chronic hypertension can be made to avoid long term morbidity and mortality. © 2013 Nakimuli et al.

The study was conducted at Mulago, Uganda’s national referral hospital, located in Kampala with a catchment area of Kampala District and the surrounding districts of Wakiso, Mukono and Mpigi. These surrounding districts are within a radius of 10 to 20 km from Mulago Hospital. Few obstetricians are available in the public hospitals in the districts and therefore women with complications such as pre-eclampsia are referred to Mulago Hospital where the obstetricians are and the health care services are free. Mulago Hospital occasionally receives referrals from other parts of the country. In addition to the referred women, local women routinely deliver in Mulago Hospital and there are 80-90 deliveries daily and more than 30,000 deliveries per year. This was a prospective cohort study conducted in the labour ward and postnatal clinic between July 2009 and June 2011 and was linked to a larger case-control study primarily designed to study the genetics of pre-eclampsia (Nakimuli, manuscript in preparation). The genes studied were Killer Immunoglobulin-like receptor (KIR) and Human Leukocyte Antigen C (HLA-C) and their role in development of pre-eclampsia in an African population was investigated. Participants in the case-control study were women with pre-eclampsia or eclampsia consecutively recruited after admission to Mulago Hospital. Pre-eclampsia was defined as presence of hypertension and proteinuria occurring after 20 weeks of gestation. Hypertension was defined as a blood pressure (BP) measurement of 140/90 mmHg or more, measured at rest on more than one occasion at least 4 hours apart. Proteinuria was defined as urine protein measurement of +2 or more by dipstick on more than one occasion at least 4 hours apart. Severe pre-eclampsia was defined as presence of hypertension of 160/110 mmHg or more and proteinuria of 3+ or more at any time during management. Mild pre-eclampsia was defined as presence of hypertension of less than 160/110 mmHg and proteinuria of 2+ at any time during management. Eclampsia was diagnosed when a patient with pre-eclampsia had generalized tonic-clonic convulsions. All cases were at 20 weeks of gestation or more at the time the diagnosis of pre-eclampsia was made, assessed by weeks of amenorrhoea or ultrasound scan. The majority of the women recruited to the larger genetic case-control study were included in the prospective follow up study apart from those who had no reliable residential address or phone contact and those living beyond a radius of 20 Km from Mulago Hospital due to difficulties in follow up. Women who missed reviews were traced by phone or midwives were sent to trace them personally to minimize loss to follow up. Women with prior chronic hypertension, renal disease before or during that pregnancy were also excluded because they already had the outcome of interest (persistent hypertension). These were self reported diagnoses and not backed my medical records. Some women reported using antihypertensive medication. Women with BP measurements of 140/90 mmHg or more before 20 weeks of gestation were also excluded as these are considered to have chronic hypertension. Participants were followed up for 3 months after delivery and persistent hypertension was diagnosed if by 3 months after delivery a woman had a blood pressure of 140/90 mmHg or more, or if antihypertensive medication was required to keep the BP below 140/90 mmHg. Approval to conduct the study was given by the Higher Degrees Research and Ethics Committee of Makerere University College of Health Sciences and the Uganda National Council for Science and Technology (UNCST). The participants gave written informed consent to participate in the study. Permission was sought to study minors (below 18 years of age) from the ethics committees. Minors signed assent forms while their next of kin or caretakers signed the consent forms. Withdrawal from the study never jeopardized health care and this was provided free to all women. The women were interviewed and BP measurement taken by the same medical attendant (AN). Additional information was obtained from participants’ medical charts. The data collected included socio-demographic characteristics, ethnic group, obstetric, medical and present pregnancy history (gestational age at onset of pre-eclampsia and severity of pre-eclampsia). The Ethnic group was determined by asking women what their fathers’ languages were and this information was not used as a basis for recruitment in to the study. No biochemical data was collected as part of this study. Blood pressure measurements were done using manual mercury sphygmomanometers in a sitting position. Urine protein was measured using dipsticks. 5 mls of blood was taken from women and maternal genomic DNA was isolated using the QIAmp DNA Maxi Blood Kit (QIAGEN). KIR genotyping was based on the primers and methods described previously [28,35]. The sample size was estimated according to Kesley at al using OpenEpi version 2.3.1 software [36]. The incidence of persistent hypertension among all pre-eclamptics was 28% in an earlier study in the same study setting as ours [24]. The assumptions were that 25% of the women without the exposure (without KIR AA genotype) had persistent hypertension and that the risk was twice among the exposed (with KIR AA genotype). A sample size of 127 gave the study 80% power to detect the effect of KIR genotype on persistence of hypertension, including 8% loss to follow up. The clinical management of all the participants was according to Mulago Hospital’s standard protocols. All women with diastolic blood pressures of 110 mmHg or more were diagnosed as severe pre-eclampsia and were given magnesium sulphate therapy as follows: a loading dose of magnesium sulphate of 14 g was given (4 g intravenously and 10 g intramuscularly), followed by 5 g intramuscularly four hourly for 24 hours. Intravenous hydralazine 5 mg was also given every 30 minutes until the diastolic pressure was 100 mmHg or less. Thereafter, the blood pressure control was achieved using oral nifedipine 10 mg with or without aldomet 250 mg. Those diagnosed as mild pre-eclampsia (diastolic blood pressure of less than 110 mmHg) were given oral nifedipine 10mg with or without aldomet 250 mg or atenolol 50 mg. The decision to deliver the women and mode of delivery plus subsequent care was also according the hospital’s standard protocols. For the first week all the pre-eclamptic women were left on antihypertensive drugs. In subsequent reviews the doses of the antihypertensive drugs were changed or the treatment was stopped altogether, depending on the blood pressure measurements. Treatment was stopped in those women whose blood pressure measurements fell below 120/70 mmHg and they were followed up weekly for three weeks. Those whose blood pressure measurements remained at or below 120/70 mmHg during this period were told to return or call in case of complaints like headache, but if all remained well they were told to return at 3 months post delivery for the final evaluation.On the other hand, the women whose blood pressure measurements fluctuated between 120/70 and 140/90 mmHg continued with fortnightly reviews and if the blood pressure measurements went above 140/90 mmHg they were put back on antihypertensive treatment. Fortnightly follow up reviews continued until the measurements fell below 120/70 mmHg or until 3 months post delivery, whichever came first. Data was entered into Access databases and the datasets were later imported into and analyzed using STATA version 12. First, we investigated the normality of the data for the continuous variables graphically using histograms and in addition we used the Shapiro-Wilk tests for normality. Then baseline characteristics were compared between those who had persistent hypertension and those who resolved within three months after delivery. Categorical data was compared using the chi-square test while for numerical data the Student’s t-test. To assess risk factors for persistence of hypertension, univariable analysis was performed to compute risk ratios at the 95% significance level. To assess independent contribution of these risk factors to persistent hypertension, multivariate analysis was performed, where all independent variables with a p-value of less than 0.2 at univariate analysis were considered for multivariable logistic regression. Associations with p values less than 0.05 were considered statistically significant.

Based on the provided information, here are some potential innovations that could improve access to maternal health:

1. Telemedicine: Implementing telemedicine services could allow healthcare providers to remotely monitor and manage pregnant women with pre-eclampsia/eclampsia, reducing the need for frequent hospital visits and improving access to care, especially for women in remote areas.

2. Mobile health (mHealth) applications: Developing mobile applications that provide educational resources, reminders for medication and appointments, and allow women to track their blood pressure and other vital signs could empower women to take control of their own health and improve communication with healthcare providers.

3. Community-based care: Establishing community-based clinics or mobile health units that provide prenatal and postnatal care, including monitoring and management of pre-eclampsia, could bring healthcare services closer to women in underserved areas, reducing the need for long-distance travel to referral hospitals.

4. Task-shifting: Training and empowering midwives and community health workers to provide basic prenatal and postnatal care, including screening and management of pre-eclampsia, could help alleviate the shortage of obstetricians and improve access to care in areas with limited healthcare resources.

5. Health education and awareness campaigns: Conducting targeted health education campaigns to raise awareness about pre-eclampsia, its signs and symptoms, and the importance of regular prenatal care could help women recognize the condition early and seek appropriate care, reducing the risk of complications.

6. Strengthening referral systems: Improving the coordination and communication between primary healthcare facilities and referral hospitals, as well as providing transportation support for women in need of specialized care, could ensure timely access to appropriate treatment for pre-eclampsia.

These are just a few potential innovations that could be considered to improve access to maternal health based on the information provided. It is important to note that the implementation of these innovations would require careful planning, collaboration between stakeholders, and consideration of local context and resources.
AI Innovations Description
Based on the description provided, the recommendation to improve access to maternal health would be to implement a comprehensive follow-up program for women who develop pre-eclampsia. This program should include regular monitoring of blood pressure and provision of appropriate medical management to prevent the persistence of hypertension after delivery.

Key components of this recommendation could include:

1. Establishing a system for identifying and tracking women who develop pre-eclampsia during pregnancy.
2. Providing education and awareness to healthcare providers about the importance of follow-up care for women with pre-eclampsia.
3. Ensuring that healthcare facilities have the necessary resources and capacity to provide regular blood pressure monitoring and medical management for women with persistent hypertension.
4. Implementing a referral system to ensure that women who require specialized care for pre-eclampsia are promptly referred to appropriate healthcare facilities.
5. Collaborating with community health workers and other stakeholders to raise awareness about the signs and symptoms of pre-eclampsia and the importance of follow-up care.
6. Conducting research and evaluation to assess the effectiveness of the follow-up program and identify areas for improvement.

By implementing a comprehensive follow-up program, healthcare providers can identify and manage persistent hypertension in women with pre-eclampsia, thereby reducing the long-term morbidity and mortality associated with this condition.
AI Innovations Methodology
Based on the provided information, here are some potential recommendations to improve access to maternal health:

1. Strengthening Referral Systems: Enhance the referral system between local hospitals and Mulago Hospital to ensure that women with complications such as pre-eclampsia can be quickly and efficiently transferred to the appropriate facility for specialized care.

2. Increasing Obstetrician Availability: Increase the number of obstetricians available in public hospitals in the surrounding districts of Mulago Hospital to provide timely and comprehensive care for women with pre-eclampsia.

3. Improving Antenatal Care: Enhance antenatal care services in the catchment area of Mulago Hospital to improve early detection and management of pre-eclampsia, reducing the risk of persistent hypertension.

4. Community Education and Awareness: Conduct community education programs to raise awareness about the signs and symptoms of pre-eclampsia, the importance of seeking timely medical care, and the availability of free healthcare services at Mulago Hospital.

To simulate the impact of these recommendations on improving access to maternal health, a methodology could include the following steps:

1. Data Collection: Gather information on the current state of access to maternal health services in the catchment area of Mulago Hospital, including the number of referrals, availability of obstetricians, utilization of antenatal care, and community awareness.

2. Baseline Analysis: Analyze the collected data to establish a baseline for access to maternal health services, identifying any existing gaps or challenges.

3. Modeling: Develop a simulation model that incorporates the potential recommendations and their expected impact on access to maternal health. This model should consider factors such as the number of additional obstetricians, the improved referral system, the increased utilization of antenatal care, and the level of community awareness.

4. Scenario Testing: Run the simulation model using different scenarios to assess the potential impact of each recommendation individually and in combination. This will help identify the most effective strategies for improving access to maternal health.

5. Evaluation: Evaluate the results of the simulation model to determine the projected improvements in access to maternal health services based on the implemented recommendations. This evaluation should consider factors such as the reduction in persistent hypertension cases, increased utilization of antenatal care, and improved health outcomes for mothers and babies.

6. Implementation and Monitoring: Implement the recommended strategies based on the simulation results and continuously monitor the progress and impact of the interventions. Adjustments may be necessary based on real-world implementation challenges and feedback from stakeholders.

By following this methodology, stakeholders can gain insights into the potential impact of different recommendations on improving access to maternal health and make informed decisions on which strategies to prioritize for implementation.

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