Protocol for the Birth Asphyxia in African Newborns (Baby BRAiN) Study: A Neonatal Encephalopathy Feasibility Cohort Study

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Study Justification:
– Neonatal encephalopathy (NE) is a leading cause of child mortality worldwide and contributes to stillbirths and long-term disability.
– The majority of NE deaths occur in low-and-middle-income countries (LMICs).
– Therapeutic hypothermia, a treatment that improves outcomes in high-income countries, is still debated in LMICs.
– This study aims to enhance understanding of NE in a low-resource African setting and develop neuroprotective and neurorestorative interventions.
Study Highlights:
– Prospective pilot feasibility cohort study of neonates with NE conducted at Kawempe National Referral Hospital in Uganda.
– Neurological investigations include continuous video electroencephalography (EEG), cranial ultrasound imaging, and neonatal brain Magnetic Resonance Imaging and Spectroscopy (MRI/MRS).
– Neurodevelopmental follow-up will be conducted up to 18-24 months of age.
– Primary outcome is death and moderate-severe neurodevelopmental impairment at 18-24 months.
Study Recommendations:
– Establish a facility-based cohort of children with NE in Uganda.
– Investigate the clinical course, aetiology, nature, and timing of perinatal brain injury.
– Describe electrographic activity and quantify seizure burden and its relationship with adverse outcomes.
– Develop capacity for neonatal brain MRI/S and examine associations with early neurodevelopmental outcomes.
Key Role Players:
– Researchers and study staff
– Kawempe National Referral Hospital
– Uganda Virus Research Institute
– London School of Hygiene & Tropical Medicine
– Ugandan National Committee of Science & Technology
– Ugandan President’s Office
– Uganda National Neonatal Steering Committee
– Uganda Paediatric Association
Cost Items for Planning Recommendations:
– Research personnel salaries
– Medical equipment and supplies for neurological investigations (EEG, ultrasound, MRI)
– Training and capacity building for staff
– Data management and analysis software
– Ethical approval fees
– Publication and dissemination costs (journal publication, conference presentations, press releases)

The strength of evidence for this abstract is 8 out of 10.
The evidence in the abstract is strong because it describes a prospective feasibility cohort study with a clear research question and objectives. The study includes a detailed description of the study population, methods, and outcome measures. However, to improve the evidence, the abstract could provide more information on the sample size calculation, statistical analysis plan, and potential limitations of the study.

BACKGROUND: Neonatal encephalopathy (NE) is a leading cause of child mortality worldwide and contributes substantially to stillbirths and long-term disability. Ninety-nine percent of deaths from NE occur in low-and-middle-income countries (LMICs). Whilst therapeutic hypothermia significantly improves outcomes in high-income countries, its safety and effectiveness in diverse LMIC contexts remains debated. Important differences in the aetiology, nature and timing of neonatal brain injury likely influence the effectiveness of postnatal interventions, including therapeutic hypothermia. METHODS: This is a prospective pilot feasibility cohort study of neonates with NE conducted at Kawempe National Referral Hospital, Kampala, Uganda. Neurological investigations include continuous video electroencephalography (EEG) (days 1-4), serial cranial ultrasound imaging, and neonatal brain Magnetic Resonance Imaging and Spectroscopy (MRI/ MRS) (day 10-14). Neurodevelopmental follow-up will be continued to 18-24 months of age including Prechtl’s Assessment of General Movements, Bayley Scales of Infant Development, and a formal scored neurological examination. The primary outcome will be death and moderate-severe neurodevelopmental impairment at 18-24 months. Findings will be used to inform explorative science and larger trials, aiming to develop urgently needed neuroprotective and neurorestorative interventions for NE applicable for use in diverse settings. DISCUSSION: The primary aims of the study are to assess the feasibility of establishing a facility-based cohort of children with NE in Uganda, to enhance our understanding of NE in a low-resource sub-Saharan African setting and provide infrastructure to conduct high-quality research on neuroprotective/ neurorestorative strategies to reduce death and disability from NE. Specific objectives are to establish a NE cohort, in order to 1) investigate the clinical course, aetiology, nature and timing of perinatal brain injury; 2) describe electrographic activity and quantify seizure burden and the relationship with adverse outcomes, and; 3) develop capacity for neonatal brain MRI/S and examine associations with early neurodevelopmental outcomes.

This is a prospective feasibility facility-based cohort study of neonates with NE. Uganda is a low-income country situated in East Africa, ranking 176 th out of 193 countries for GDP per capita 17 . The neonatal mortality rate is 19 deaths per 1000 live births 1 . Uganda has a population of around 43 million, of whom 1.6 million live in the capital city Kampala. The study is based at Kawempe National Referral Hospital (KNRH), the largest maternity facility in Kampala (the capital city of Uganda) receiving high-risk referrals from across the city, with around 21,000 deliveries each year. The incidence of NE is estimated to be 15–20 per 1000 live births, with 300–350 neonates with moderate-severe NE admitted each year. Routine care includes continuous positive airway pressure (CPAP) ventilation, intravenous fluids including glucose, antibiotics, and anticonvulsant medication. Therapeutic hypothermia is not offered, consistent with other low-resource settings/ non-intensive care facilities. Participants are term and near-term neonates with NE admitted to the neonatal unit at KNRH, Uganda. The planned flow of participants is presented in Figure 1. Planned flow of participants through the study from screening to analysis. Eligibility screening. Neonates affected by intrapartum-related hypoxic-ischaemic insults are frequently born in poor condition requiring resuscitation after birth, and manifest clinical signs of encephalopathy shortly after birth. At KNRH all such infants are transferred to the neonatal unit for ongoing care, and referrals are also accepted from communities and district hospitals across Kampala. On arrival to the neonatal unit, the neonate will be clinically assessed for the need for resuscitation/ stabilisation. Once clinically stable, they will be assessed for eligibility to enter the study according to the inclusion and exclusion criteria ( Figure 2). Trained study staff will confirm: the location of the mother’s permanent residence; Apgar score at five minutes of age; birth weight; gestational age using the Ballard score; absence of major congenital abnormalities on clinical examination; and complete a neurological examination to assign a Thompson score for evidence of moderate-severe NE. Study procedures, including inclusion/ exclusion criteria, from screening to follow-up. Abbreviations: KNRH= Kawempe National Referral Hospital; EEG= Electroencephalogram; cUS= Cranial Ultrasound; CRP= C-Reactive Protein; EDTA= Ethylenediaminetetraacetic acid; MRI= Magnetic Resonance Imaging; MRS= Magnetic Resonance Spectroscopy; CPAP= Continuous Positive Airway Pressure; IV= Intravenous; HINE= Hammersmith Infant Neurological Examination; GMA= Prechtl’s Assessment of General Movements; MDAT= Malawi Development Assessment Tool; BSID-III= Bayley Scales of Infant and Toddler Development III; GMFCS= Gross Motor Function Classification System; PEDSQL= Pediatric Quality of Life Inventory; SDQ= Strengths and Difficulties Questionnaire. Consent. Written informed parental consent will be sought as soon as possible after a baby has been identified as eligible for the study. If the mother is unavailable or too ill to provide consent, informed consent will be obtained from the father. Both verbal and written explanations in English/ Luganda will be provided. Separate consent forms will be required for radiological images and video recordings. All infants will be managed clinically according to standard practice at KNRH neonatal unit, supported by the Uganda Paediatric Association (UPA) guidelines. For all unwell neonates, including those presenting with encephalopathy, an intravenous cannula will be inserted and blood samples including at least 1mL of blood for blood cultures (BACTEC Peds Plus, NJ, USA) taken. Intravenous 10% dextrose and intravenous antibiotics will be commenced. Supplementary nasal cannula oxygen will be given according to oxygen saturations. Clinical seizures will be treated with first-line anticonvulsant intravenous Phenobarbitone, and second line treatment Diazepam if required. All clinical procedures will be conducted by trained research personnel according to clear standard operating procedures. A diagram outlining study procedures is shown in Figure 2. Baseline data collection. After written informed parental consent is obtained, baseline data will be collected on pre-conception, antepartum and intrapartum exposures. This will include sociodemographic, medical, and obstetric history. Information will be obtained from structured maternal interviews, antenatal and hospital clinical records, and documented on standardised data collection forms. Baseline anthropometric measurements will be measured (birth weight, length, occipito-frontal circumference). Relevant clinical data will be collected including temperature, respiratory support, antibiotic administration, suspected or culture positive sepsis, anticonvulsant medication administration, age at discharge, method of feeding at discharge, and death before discharge. Neurological examination: Thompson score and modified Sarnat staging. The Thompson score was first developed in a South African population in 1997, and has a maximum score of 22 based on nine neurological signs 10, 18 . The modified Sarnat and Sarnat staging system is widely used in HICs for infants with NE to attribute a grade of mild, moderate or severe, based on clinical parameters including level of consciousness, tone and reflexes, seizures and duration of symptoms 19 . Neurological examinations will be performed daily between days one-five. This reflects the evolution of encephalopathy after a hypoxic insult over several days, usually peaking on day three 19 . The findings will be used to assign both a Thompson score and Sarnat stage. Overall severity of NE will be defined according to the highest score. Hypoglycaemia. Glucose will be checked at recruitment using the Accu-Chek Active glucometer (Roche Diagnostics GmbH, Mannheim, Germany). Hypoglycaemia will be defined as <2.6mmol/l; IV fluids will be given in response to a low glucose as per UPA guidelines, and further monitoring conducted. Clinical seizures. Clinical seizures based on abnormal movements (limb, facial or eye) noted by staff will be documented, including the duration of clinical seizures. Continuous video electroencephalography (EEG). To evaluate brain function and presence of seizures, multichannel video EEG will be continuously measured and recorded over days 1–4 using the portable Lifelines iEEG systems (Lifelines iEEG, UK). EEG disposable surface electrodes (disposable AMBU (Copenhagen, Denmark) Neuroline cup electrodes)) will be applied to the scalp, located at F3, F4, C3, C4, T3, T4, O1, O2 and Cz, according to the international 10–20 system adjusted for neonates along with single channel electrocardiography and respiration monitoring if possible. Trained staff will regularly assess the quality of the recordings (i.e. impedance, video camera position); otherwise the screen will be obscured from view. Each EEG recording will be retrospectively analysed by an experienced neonatal electrophysiologist, blind to all clinical information with the exception of gestational age at birth. The background pattern of each EEG will be classified according to Murray et al. at for 1 hour epochs at 12, 24, 48 and 72 hours of age and at the time of Thompson score, to accommodate the known evolution of EEG background activity in NE 6 . All seizures in each recording will be counted and the duration of each seizure measured. An EEG seizure will be defined as a sudden repetitive stereotyped discharge lasting for at least 10 seconds on two or more EEG channels. Seizure burden will be defined as the number of electrographic seizure seconds in the total EEG recording. A neonatologist will retrospectively review the EEG video recordings for suspected clinical seizures. It is anticipated that some video may not be useable, due to poor lighting in the neonatal unit and/or poor quality images; these will be reported as non-diagnostic. The proportion of clinical seizures correlating with electrographic seizures, and proportion of electrographic seizures without clinical features will be calculated, and types of seizure semiology described. Cranial ultrasound (cUS). Cranial ultrasound imaging will be performed on days one, two, three, five, ten, and at one month using a hand portable ultrasound machine (Edge II, Sonosite). Standard cranial views (as previously described 20 ) and anterior cerebral artery Doppler measurements will be obtained. The scans will be reviewed for evidence of abnormal anatomy, cysts, calcifications, sub-optimal growth, and findings suggestive of established injury/haemorrhage or evolving injury predating delivery. The scans will also be assessed retrospectively in terms of HI injury, according to a graded scoring system 20, 21 . The resistive index (RI) will be calculated from the Doppler measurements on early scans, an indicator of cerebral perfusion which can predict adverse outcomes) 22 . Magnetic Resonance Imaging (MRI) and Spectroscopy (MRS). All neonates surviving to discharge will be eligible for brain imaging at the Kampala MRI Centre (KAMRIC). Neonates will be accompanied to KAMRIC with a caregiver and a healthcare professional, and scanned on a 1.5 Tesla scanner (Philips Achieva, Best, the Netherlands) using a standardised protocol (supplementary data). MRI/S imaging will be performed at a minimum of ten days of age once the baby is clinically stable and no further interventions are required. Prior to scanning, neonates will be wrapped, fed, and nested, and the scan performed whilst sleeping naturally; oral chloral hydrate may be administered if the neonate remains active. Ear defenders and continuous pulse oximetry monitoring will be used throughout the scan. The MRI protocol, adapted from that used in HIC settings 14, 23 , will compromise T1- and T2-weighted images, diffusion weighted imaging (DWI), and diffusion tensor imaging (DTI). During the study, magnetic resonance arteriography (MRA), magnetic resonance venography (MRV), and susceptibility weighted imaging (SWI) will also be attempted to provide additional diagnostic and prognostic information. MR images will be reviewed and reported by a neuroradiologist and perinatal neurologist blind to all early clinical data except for gestational age. Scores will be assigned based on pattern and severity of injury using the National Institute of Child Health and Human Development (NICHD) 24 and the Rutherford 25, 26 MRI scoring systems. The MRS protocol is adapted from that used in HIC settings with a point-resolved spectroscopy sequence (PRESS) voxel in the left basal ganglia and thalamus, acquiring proton (1H) MRS using a long echo time (TE: 288ms) to acquire lactate/N acetyl aspartate (Lac/NAA) peak area ratios. Studies using phantoms have previously checked the uniformity of the magnet with those in HIC settings. Anonymised MR data will be transferred to University College London (London, UK) for post-processing and analysis. Laboratory work. At least 1mL of blood (neonates) or 5ml (adults) will be taken prior to the start of antibiotics for blood cultures (BACTEC, NJ, USA) to identify maternal and early neonatal sepsis in collaboration with the existing ‘PROGRESS’ Group B Streptococcus study at KNRH 27 . A neonatal C-reactive protein (CRP) will be sent on days one and two. All women will have human immunodeficiency virus (HIV) status checked as part of routine care. Dried blood spots and venous blood will be collected for storage for future studies. For dried blood spots, four spots will be collected on GE Whatman 903 protein saver cards and stored in desiccant for 24 hours then frozen at -20C. Venous blood (0.75mls) will be collected in a K2-EDTA tube, centrifuged at ambient temperature, and plasma transferred into a sterile polypropylene tube taking care not to disturb the cell pellet. The tube will be stored at -80°C within 72 hours of blood draw (to prevent decay of cell-free DNA). The neurodevelopmental follow-up schedule is shown in Figure 2 and Table 1. Interrater reliability will be assessed for neurodevelopmental assessments. The planned schedule of neurodevelopmental/growth follow-up assessments between 28 days to 24 months of age. Abbreviations: HNNE= Hammersmith Neonatal Neurological Examination; OFC= Occipito-Frontal Circumference; GMA= Prechtl’s Assessment of General Movements; HINE= Hammersmith Infant Neurological Examination; SDQ= Strengths and Difficulties Questionnaire The Hammersmith Neonatal Neurological Examination (HNNE) is a practical and easy to perform examination encompassing 34 items assessing tone, motor patterns, observation of spontaneous movements, reflexes, visual and auditory attention, and behaviour 28 . It has been used in different clinical groups of term and preterm infants in the neonatal period and has been shown to correlate with MRI findings amongst infants with HIE 29 , and has been used by us previously in Uganda 30 . Prechtl’s Assessment of General Movements (GMA) is a non-invasive 3-minute observational assessment of spontaneously generated movements performed using video while the infant is in quiet wakefulness 31 . In high risk (preterm and NE term) infants, absent fidgety movements at 3–4 months post term age have a 98% sensitivity and 94% specificity for predicting cerebral palsy at 1 year 32 , and strongly correlate with MRI abnormalities 33, 34 . All videos will be independently assessed by an advanced trained clinician blind to all early clinical data except gestational age. The Hammersmith Infant Neurological Examination (HINE) is a standardised scorable tool that has been validated as a predictor of motor outcome in different cohorts, and has been used previously in children with and without NE in Uganda 35, 36 . After 5 months' corrected age, the HINE has been found to be the most predictive tool for cerebral palsy (90% sensitivity) 37 . A score of ≥67 at 9–14 months has been shown to be predictive of independent walking at 2 years 38 . The Malawi Development Assessment Tool (MDAT) is a developmental screening tool validated in the African setting 39 with good reliability, validity and sensitivity for the identification of developmental disabilities across the four developmental domains (gross motor, fine motor, language, social). Comprehensive assessment of child development will be conducted at 12 and 18–24 months of age using the Bayley Scales of Infant Development III (BSID-III), a widely used tool that assesses cognitive, motor and language development up to 48 months of age 40 . Cerebral palsy (CP) will be diagnosed from the neurological examination and classified according to the Surveillance of Cerebral Palsy in Europe hierarchical classification 41 . The severity of cerebral palsy will be classified using the Gross Motor Function Classification System for Cerebral Palsy (GMFCS) 42 . All neurodevelopmental assessments will be performed by trained study staff in the study’s outpatient clinic room to minimise distraction. Early clinical data will not be made available to the assessor at the time of assessment. Vision and hearing will be assessed according to HINE standardised procedures at 18 months 43 . Assessment of vision comprises examining for intermittent or continuous deviation of the eyes or abnormal movements, and ability to fix and follow on a clear black/white target. Hearing assessment includes testing reaction to a stimulus (a rattle) held behind a visual range on each side. Severe visual/ hearing impairment will be defined as a score of <1; unable to follow a visual target or not responding to an auditory stimulus, respectively 43 . Family quality of life will be assessed using the Pediatric Quality of Life Family Impact module (PedsQL) 44 , a structured interview previously used in Ugandan studies 45 , which assesses caregivers’ physical, social, emotional, cognitive, wellbeing, communication, daily activities and level of worry. The Strengths and Difficulties Questionnaire (SDQ) is widely used to assess child mental health used previously in the Africa setting 46 . Both assessments will be translated into the local language (Luganda) and completed by the participant’s caregiver at the 18–24 month follow-up. Child anthropometry will be assessed using weight, length/height, occipito-frontal head circumference (OFC) and mid-upper arm circumference (MUAC). OFC and MUAC will be measured using a paper tape measure, weight using SECA336 electronic scales, and height using a SECA measure mat in the supine position. Wasting will be defined as moderate (weight-for-age z-score <-2 and/or MUAC <125mm), or severe (weight-for-age z-score <-3 and/or MUAC <115mm) 47 . Adverse outcome after NE will be defined as death or moderate-severe NDI at 18–24 months. Severe NDI will be defined as a BSID-III cognitive composite score <70, BSID-III motor composite score <70, presence of cerebral palsy GMFCS levels 3–5, blindness, or profound hearing loss. Moderate NDI will be defined as a cognitive or motor BSID-III score 70–84, cerebral palsy GMFCS level 2, a seizure disorder, or hearing impairment. Data will be recorded and managed through REDCap (Research Electronic Data Capture) and hosted by MRC/UVRI & LSHTM Uganda Research Unit in Entebbe, Uganda. REDCap includes in-built access management and audit trail functions to track changes to data, implement role assignment, and restrict unauthorised access. Data from REDCap will be downloaded and stored on secure password-protected institutional servers at LSHTM, for analysis. Internally developed Stata verification/ cleaning do-files will be run to identify data that are missing, inconsistent, or out-of-range. The study coordinator will perform clinical quality checks to identify potential errors not captured in the automated verification process. Imaging (MRI/S and cUS) data will be transferred from the machine in DICOM format, with the removal of patient identifying information during this process. The images can then be opened in DICOM format using the Osirix imaging software and interpreted blind. Video EEG data recorded on the Lifelines iEEG system will be uploaded to a secure cloud-based server (managed by Lifelines iEEG, UK/Kvikna Medical, Iceland), which can then be accessed for later analysis. Video recordings for GMA and HINE assessments will be stored securely at the MRC/UVRI data centre. A purposive sample size of a minimum of 70 neonates will be sequentially recruited to the NE cohort has been chosen for this pilot feasibility study. This was decided pragmatically, considering both the funding period, and the incidence of NE at KNRH. However, restriction on recruitment to research studies during the Covid-19 pandemic limited recruitment to 51 infants. Demographic factors, clinical characteristics, seizure burden, neurological examination, GMA, cUS scores, MRI scores (NICHD and Rutherford as stated above 24– 26 ), and outcome data, will be summarised with counts (percentages) for categorical variables, mean (standard deviation [SD]) for normally distributed continuous variables or median (interquartile or entire range) for other continuous variables. The electrographic seizure burden and seizures recognised by bedside staff, and the proportion evident on retrospective video review will be reported as percentages. Pearson’s correlation will also be used to assess agreement between seizure burden detection by the various methods (EEG, bedside staff and video EEG review by neonatologist) and hourly and total seizure burden will be calculated. Spearman’s correlation will compare EEG grade and Thompson Score from day 2–5. The feasibility and acceptability of GMA will also be evaluated. Relationships between exposure variables (NE severity as defined by Thompson and Sarnat scores, clinical seizures, electrographic seizures and background activity, hypoglycaemia, sepsis as defined by blood culture results, cUS scores, MRI scores) and adverse outcomes will be assessed using multivariable regression models, adjusting for potential confounding factors, and reported using risk ratios. The feasibility of MR imaging will be evaluated by the proportion of scans performed during the planned time period, implementing the planned protocol, and completeness and diagnostic quality of the images. Acceptability will be assessed by the proportion of participants with parental consent receiving MR imaging. MRI findings will be reported descriptively, and the severity of the pattern of brain injury will be scored according to the Rutherford 26, 48 , and National Institute of Child Health and Human Development (NICHD) 49 criteria. Associations between MRI/S findings and clinical scores, and adverse outcomes, will be examined. MRS will be analysed using the TARQUIN analysis package in line with the analysis method in HIC settings, and the ratio of BGT Lac/NAA calculated. Prognostic accuracy of biomarkers in predicting adverse outcomes will be assessed using receiver operating characteristic (ROC) curves and linear regression. Approval. Hospital, institutional and national approvals will be sought from the ethics committees of Uganda Virus Research Institute (UVRI); London School of Hygiene & Tropical Medicine (LSHTM); Ugandan National Committee of Science & Technology (UNCST); and the Ugandan President’s Office. Adverse events. UNCST national guidance will be followed throughout the study 50 . Any adverse events during the study period, whether attributed to the study or not, will be reported promptly to the principal investigator and the senior doctor on the neonatal unit at the time of the event. Any serious adverse event will be reported to the Institutional Review Board of UVRI within 48 hours, and appropriate documenting processes completed. The study will be written up for publication in a peer-reviewed open access journal, and abstracts will be submitted for presentation at relevant international conferences. The main findings will be launched with a press release from MRC/UVRI, MARCH Centre at LSHTM, and on social media in Uganda, UK and globally. Findings will be shared with key stakeholders in Uganda including; Uganda National Neonatal Steering Committee (committee meeting presentation); Uganda Paediatric Association (annual conference presentation); KNRH (Department of Paediatrics, Department of Obstetrics and Gynaecology, KNRH Administration); and study participants, through local community leaders and at MRC/UVRI & LSHTM Uganda Research Unit open days to which participating families and the local community will be invited. The Baby BRAiN Study commenced on 18 th October 2019 and is ongoing. Due to the Covid-19 pandemic, recruitment was paused on 17 th March 2020 and restarted on 19 th July 2020, and the sample size restricted to 51 participants. Neurodevelopmental follow-up of the cohort is ongoing and will be completed in April 2022.

The innovation described in the provided text is the “Protocol for the Birth Asphyxia in African Newborns (Baby BRAiN) Study: A Neonatal Encephalopathy Feasibility Cohort Study.” This study aims to improve access to maternal health by conducting a prospective pilot feasibility cohort study of neonates with neonatal encephalopathy (NE) at Kawempe National Referral Hospital in Kampala, Uganda. The study involves various neurological investigations, including continuous video electroencephalography (EEG), serial cranial ultrasound imaging, and neonatal brain Magnetic Resonance Imaging and Spectroscopy (MRI/MRS). The primary outcome of the study is to assess death and moderate-severe neurodevelopmental impairment at 18-24 months. The findings from this study will be used to inform explorative science and larger trials to develop urgently needed neuroprotective and neurorestorative interventions for NE applicable for use in diverse settings.
AI Innovations Description
The recommendation described in the study is to conduct a prospective pilot feasibility cohort study called the Baby BRAiN Study. This study aims to improve access to maternal health by focusing on neonatal encephalopathy (NE), which is a leading cause of child mortality worldwide. NE contributes to stillbirths and long-term disability, with 99% of deaths occurring in low- and middle-income countries (LMICs).

The study will be conducted at Kawempe National Referral Hospital in Kampala, Uganda, which is the largest maternity facility in the city. The study will include neonates with NE and will assess their clinical course, aetiology, nature, and timing of perinatal brain injury. The study will utilize various neurological investigations, including continuous video electroencephalography (EEG), serial cranial ultrasound imaging, and neonatal brain Magnetic Resonance Imaging and Spectroscopy (MRI/MRS). Neurodevelopmental follow-up will be conducted up to 18-24 months of age.

The primary outcome of the study is to determine the feasibility of establishing a facility-based cohort of children with NE in Uganda. The study aims to enhance understanding of NE in a low-resource sub-Saharan African setting and provide infrastructure for conducting high-quality research on neuroprotective and neurorestorative strategies to reduce death and disability from NE.

The study will collect baseline data on pre-conception, antepartum, and intrapartum exposures, as well as sociodemographic, medical, and obstetric history. Neurological examinations will be performed, and various assessments will be conducted to evaluate neurodevelopmental outcomes.

The study will assess the feasibility and acceptability of the study procedures, evaluate the relationship between exposure variables and adverse outcomes, and analyze the prognostic accuracy of biomarkers in predicting adverse outcomes.

The study has received approvals from the ethics committees of Uganda Virus Research Institute (UVRI), London School of Hygiene & Tropical Medicine (LSHTM), Ugandan National Committee of Science & Technology (UNCST), and the Ugandan President’s Office. Adverse events will be reported promptly, and the study will be written up for publication in a peer-reviewed open access journal.

The findings of the study will be shared with key stakeholders in Uganda, including the Uganda National Neonatal Steering Committee, Uganda Paediatric Association, Kawempe National Referral Hospital, and study participants. The study commenced on October 18, 2019, and is ongoing, with recruitment paused due to the Covid-19 pandemic and expected to be completed in April 2022.
AI Innovations Methodology
Based on the provided description, here are some potential recommendations to improve access to maternal health:

1. Increase availability of maternal health services: Ensure that maternal health services, including prenatal care, skilled birth attendants, and postnatal care, are readily available and accessible to all women, especially in low-income countries.

2. Improve transportation infrastructure: Enhance transportation infrastructure, such as roads and public transportation systems, to facilitate easier access to healthcare facilities for pregnant women, particularly those in remote or rural areas.

3. Strengthen community-based healthcare: Implement community-based healthcare programs that provide maternal health services directly to women in their communities. This can include mobile clinics, community health workers, and telemedicine services.

4. Enhance health education and awareness: Promote health education and awareness campaigns to educate women and their families about the importance of maternal health, including the benefits of prenatal care, safe delivery practices, and postnatal care.

5. Address cultural and social barriers: Address cultural and social barriers that may prevent women from seeking maternal health services, such as traditional beliefs, stigma, and gender inequalities. This can be done through community engagement and empowerment programs.

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

1. Define the indicators: Identify key indicators to measure the impact of the recommendations, such as the number of women accessing prenatal care, the percentage of skilled birth attendants present during deliveries, and the rate of postnatal care utilization.

2. Collect baseline data: Gather data on the current state of maternal health access in the target population, including the number of women accessing maternal health services, the distance to healthcare facilities, and any existing barriers.

3. Implement interventions: Introduce the recommended interventions, such as increasing availability of maternal health services, improving transportation infrastructure, and strengthening community-based healthcare.

4. Monitor and evaluate: Continuously monitor and evaluate the implementation of the interventions, collecting data on the indicators identified in step 1. This can be done through surveys, interviews, and data analysis.

5. Analyze the data: Analyze the collected data to assess the impact of the interventions on improving access to maternal health. Compare the baseline data with the post-intervention data to determine any changes or improvements.

6. Draw conclusions and make recommendations: Based on the analysis of the data, draw conclusions about the effectiveness of the interventions in improving access to maternal health. Make recommendations for further improvements or adjustments to the interventions based on the findings.

7. Repeat the process: Continuously repeat the monitoring and evaluation process to assess the long-term impact of the interventions and make any necessary adjustments to ensure sustained improvements in access to maternal health.

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