Neonatal hyperbilirubinemia and rhesus disease of the newborn: Incidence and impairment estimates for 2010 at regional and global levels

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Study Justification:
– Neonatal hyperbilirubinemia and rhesus disease of the newborn are significant causes of neonatal mortality and long-term neurodevelopmental impairment.
– There is a lack of estimates on the burden of these conditions, which hinders effective prevention and management strategies.
– This study aims to provide estimates of the incidence and impairment of neonatal hyperbilirubinemia and rhesus disease at regional and global levels.
Study Highlights:
– 24 million out of 134 million live births were at risk for neonatal hyperbilirubinemia-related adverse outcomes in 2010.
– 480,700 infants had either rhesus disease or developed extreme hyperbilirubinemia from other causes.
– There was a 24% risk of death, 13% risk of kernicterus (a type of brain damage), and 11% risk of stillbirths among these infants.
– Three-quarters of the mortality occurred in sub-Saharan Africa and South Asia.
– Kernicterus with rhesus disease ranged from 38 to 25 per 100,000 live births in different regions.
– More than 83% of survivors with kernicterus had one or more impairments.
Recommendations:
– Prevention and management strategies for rhesus disease and neonatal hyperbilirubinemia should be implemented, especially in low-income countries.
– Increased use of proven solutions, such as Rh immunoprophylaxis and timely exchange blood transfusions, is crucial.
– Improved access to specialized neonatal care, including phototherapy and exchange blood transfusion, is needed.
– Efforts should be made to raise awareness about the importance of early detection and treatment of neonatal hyperbilirubinemia.
Key Role Players:
– Obstetricians and neonatologists: They play a crucial role in the prevention and management of rhesus disease and neonatal hyperbilirubinemia.
– Nurses and midwives: They are involved in the care and monitoring of newborns at risk for these conditions.
– Public health officials: They can implement policies and programs to improve access to preventive measures and specialized care.
– Researchers and scientists: They can contribute to the development of new interventions and strategies for the prevention and management of these conditions.
Cost Items for Planning Recommendations:
– Training and education programs for healthcare professionals on the prevention and management of rhesus disease and neonatal hyperbilirubinemia.
– Development and implementation of guidelines and protocols for the early detection and treatment of these conditions.
– Improving access to specialized neonatal care facilities, including equipment for phototherapy and exchange blood transfusion.
– Public awareness campaigns to educate parents and caregivers about the importance of early detection and treatment.
– Research and development of new interventions and technologies for the prevention and management of these conditions.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is based on systematic reviews and meta-analyses, which provide a strong foundation. However, the abstract lacks specific details about the methods used in these reviews and meta-analyses, which could be improved. Additionally, the abstract does not mention any limitations or potential biases in the studies included in the analysis. To improve the evidence, the authors should provide more information about the search strategy, inclusion/exclusion criteria, and quality assessment of the studies. They should also discuss any potential limitations or biases in the data and analysis.

Background: Rhesus (Rh) disease and extreme hyperbilirubinemia (EHB) result in neonatal mortality and long-term neurodevelopmental impairment, yet there are no estimates of their burden. Methods: Systematic reviews and meta-analyses were undertaken of national prevalence, mortality, and kernicterus due to Rh disease and EHB. We applied a compartmental model to estimate neonatal survivors and impairment cases for 2010. Results: Twenty-four million (18% of 134 million live births ≥32 wk gestational age from 184 countries; uncertainty range: 23-26 million) were at risk for neonatal hyperbilirubinemia-related adverse outcomes. Of these, 480,700 (0.36%) had either Rh disease (373,300; uncertainty range: 271,800-477,500) or developed EHB from other causes (107,400; uncertainty range: 57,000-131,000), with a 24% risk for death (114,100; uncertainty range: 59,700-172,000), 13% for kernicterus (75,400), and 11% for stillbirths. Three-quarters of mortality occurred in sub-Saharan Africa and South Asia. Kernicterus with Rh disease ranged from 38, 28, 28, and 25/100,000 live births for Eastern Europe/Central Asian, sub-Saharan African, South Asian, and Latin American regions, respectively. More than 83% of survivors with kernicterus had one or more impairments. Conclusion: Failure to prevent Rh sensitization and manage neonatal hyperbilirubinemia results in 114,100 avoidable neonatal deaths and many children grow up with disabilities. Proven solutions remain underused, especially in low-income countries. Copyright © 2013 International Pediatric Research Foundation, Inc.

Inconsistent use of definitions and management approaches limit the use of available data at both national and global levels. We used the following definitions shown in Figure 1, starting from perinatal risk factors, outcomes in terms of mortality, and then impairments (hearing loss and neurodevelopmental impairment, including choreoathetoid cerebral palsy). Schematic representation of the prenatal and neonatal risk factors for Rhesus (Rh) disease and extreme hyperbilirubinemia and their impact on stillbirths, neonatal death due to kernicterus, and long-term impairment of kernicterus during childhood. In view of the complex confluence of biological risk, interaction with other childhood disease, and social–cultural factors, we did not estimate childhood death due to kernicterus. ABE, acute bilirubin encephalophathy. Rh disease or Rh hemolytic disease is defined by maternal–fetal Rh (D) antigen incompatibility and the consequences associated with maternal sensitization (see Web appendix I-iii for details and references). This was the most common and severe cause of fetal and neonatal hemolysis in Europe and the United States until about 60 y ago; it is now rare in countries where Rh prophylaxis is used. Women whose erythrocytes are Rh (D)-antigen negative are sensitized (develop anti-Rh (D) antibodies) during a previous pregnancy in which the fetus is Rh (D)-positive or by exposure to Rh antigens from blood products/transfusion. Severe hemolytic disease manifests in utero as progressive anemia and hypoalbuminemia, leading to anasarca (edema) and heart failure (hydrops fetalis), resulting in stillbirths or early neonatal deaths. Surviving infants can present with severe jaundice, anemia, and death from kernicterus or brain damage resulting from EHB. These complications can be treated with timely exchange blood transfusions. In most high-income countries, Rh disease has been eradicated by coordinated obstetrical and neonatal care (32). These prenatal interventions require expert assessment, use of Rh immunoprophylaxis, and diagnosis of fetal anemia, early signs of cardiac failure, or hydrops, in addition to the timely use of intrauterine transfusion to correct hemolytic anemia. G6PD deficiency is an X-linked inherited enzymopathy (33,34,35,36,37,38,39,40). G6PD deficiency is widespread (450 million people). There are variable data regarding the distribution of individuals at risk for neonatal hemolytic crisis due to G6PD deficiency, partly due to diverse assay methods for enzyme activity or genetic identification and timing of the assay in relation to postnatal and chronological ages. Recent population migration, sample size, and validity of the surveys also limit the accurate representation of a national prevalence (34). Existing published data highlight important limitations due to the use of summarized national levels that can mask subnational variations. Accurate (phenotypic) quantitative identification of deficient G6PD enzyme activity by spectrophotometry is a measure of the condition soon after birth. However, variations due to both partial phenotypic manifestations of diverse genetic mutations and the high enzyme activity of younger red blood cells are significant confounding factors. DNA/polymerase chain reaction screening for specific mutations is ideal to identify female heterozygotes, but this approach is limited by the diversity of known variants and the occasional mismatch with phenotypic expression of enzyme activity. More recently, Luzzatto et al. (37). have suggested estimation of G6PD deficiency allele frequency to predict and generate population-weighted estimates of affected population. Howes et al. (33). have used this approach to propose a Bayesian geostatistical model adapted to the gene’s X-linked inheritance that circumvents the above-mentioned limitations to assess national prevalence. There is paucity of data to estimate a neonate’s risk for G6PD deficiency following exposure to aggravating triggers that may cause unpredictable adverse consequences (35). Prematurity: Preterm birth is any birth before 37 completed wk of gestation (<259 d since the first day of the woman's last menstrual period) (41,42). Further subdivisions based on completed GA are as follows: late preterm (34 to <37 wk); moderately preterm (32 to <34 wk); and very preterm (36 wk GA, respectively (43). We limited our analysis to the group of preterm births of >32 wk GA because preterm births 25 mg/dl (428 µmol/l) or those treated with exchange blood transfusion (44). Kernicterus or CBE has been used as a clinical diagnosis that relies on a history of excessive prolonged hyperbilirubinemia and classical abnormalities of muscle tone, movement disorders, and aberrant processing disorders (26,45,46). Acute signs of extrapyramidal dysfunction may precede CBE. Acute bilirubin encephalopathy (31) includes progressive changes in an infant’s mental (behavioral) status, muscle tone, and distinct cry patterns. Acute clinical signs, initially described in 1955 by Crosse et al. (43), are as follows: “the first 24 to 48 hours of life are the most critical. Signs develop in a baby who is jaundiced… and include head retraction, an expressionless facies, usually with oculogyric movements, changes in muscle tone, cyanotic attacks, refusal to suck, vomiting and hemorrhage prior to death. In severe cases these signs are self-evident but in those less affected they are easily missed …. unless specifically sought.” “Several babies who showed minimal signs have proved to be definite cases of kernicterus.” Thus, neonatal mortality is due to respiratory failure and progressive coma or intractable seizures. An increased signal on magnetic resonance imaging of the globus pallidus and other areas prone to bilirubin neurotoxicity is often evidenced in surviving infants. Posticteric clinical sequelae include irreversible, but static, classic signs of athetoid cerebral palsy, generalized dystonia, paralysis of upward gaze, “kernicteric facies,” and sensorineural hearing impairment. Neuromotor impairment secondary to abnormal muscle tone includes dystonia that is characterized by excessive or sustained contraction of opposing muscles during voluntary movements, in addition to hypertonia or hypotonia. Painful muscle cramps, incoordination of sucking, swallowing, and visuomotor function may manifest during early infancy. Cerebral palsy with choreoathetosis is another classic manifestation of kernicterus, which is characterized by involuntary movements or irregular muscle contractions that manifest as writhing or twisting. Paroxysmal movement disorders are often misdiagnosed and labeled as seizures. Hearing impairment is defined by sensorineural abnormalities ascertained by objective tests. Auditory system abnormalities with hyperbilirubinemia primarily involve brainstem nuclei, leading to abnormalities in auditory brainstem responses and detected by referred hearing screens during infancy. Auditory neuropathy, also called ‘‘auditory dyssynchrony,” is often subtler and associated with childhood hearing impairment (47,48,49,50,51,52). Developmental delay or cognitive impairment, ascertained by the Bayley Mental Developmental Index, provides continuous variables to define the extent of aberrations for mental and psychomotor indexes. In addition, infants’ intelligence can be estimated or tested for intelligence quotients of 70% or P 5. Countries with NMR <5 were presumed to have good Rh prophylaxis and strong health systems, with very low number of cases of Rh disease in these countries. Search terms included “rh, rh blood-group system” (medical subject heading term), “Rhesus,” and “Blood group.” Reference lists of all the relevant studies were scanned to further identify studies of interest and Web-based resources were searched using Internet search engines. For countries with no available data, the prevalence of Rh-negative blood groups was estimated using the regional median prevalence (Web appendix I-iii). A further systematic review using PubMed (search terms included combinations of “Rhesus,” “rhesus disease,” “erythroblastosis fetalis,” “rhesus h(a)emolytic disease of the newborn,” “outcome,” “neonatal death,” and “stillbirth”) was undertaken to estimate the outcome of Rh disease in the absence of effective treatment and limited to primary studies published before 1960 and to reviews without date limitations. Data were not available to estimate every parameter for every country. Hence, we sought to use pooled data from countries that are similar in their access to and quality of care as these are closely linked to outcomes. Outcomes of EHB depend on a systematic approach to prevention and management of hyperbilirubinemia. We grouped countries into three NMR bands (NMR/1,000 live births) as follows: Group 1 (NMR <5), Group 2 (NMR 5 to <15), and Group 3 (NMR ≥15), which approximate to high-, middle-, and low-income countries, respectively. Where data were available, we sought to further distinguish the outcomes between those with access to specialized neonatal care if required (including phototherapy and exchange blood transfusion) and those with basic/limited care only at home or in a facility with no access to these specialized services because this will affect the mortality and kernicterus outcomes. A three-step compartmental model was constructed for each country with at least 10,000 live births for the year 2010 (54,55) as follows: Step 1) estimation of the number of cases based on the prevalence of G6PD deficiency, late-preterm birth, and other causes of EHB, not due to Rh disease, in addition to estimating the prevalence of Rh disease; Step 2) estimation of the number of stillbirths, neonatal deaths, and cases of kernicterus by applying the risk data to the estimated cases; and Step 3) estimation of the numbers of survivors with neurodevelopmental impairment (Figure 2). All results are presented by regional grouping according to the Global Burden of Disease Study Group superregions (56,57) (Appendix II). We quantified the uncertainty surrounding these estimates by taking 1,000 random draws of the input parameters at each step, assuming a normal distribution with mean equal to the point estimate of the parameter and SD equal to the estimated SE of the parameter (55). We summed the data at the worldwide or regional level for each draw and present the 2.5th and 97.5th percentiles of the resulting distributions as the uncertainty range. Schematic representation of the three-compartmental model. This model delineates the serial steps toward input of country-specific parameters, processes, and outputs to estimate prevalence, burden of Rhesus (Rh) disease and extreme hyperbilirubinemia–related mortality, and the number of postneonatal survivors with kernicterus and long-term impairment. A/CBE, acute/chronic bilirubin encephalophathy.

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

1. Telemedicine: Implementing telemedicine programs that allow pregnant women in remote or underserved areas to access prenatal care and consultations with healthcare providers through video conferencing or phone calls.

2. Mobile clinics: Utilizing mobile clinics equipped with medical professionals and necessary equipment to provide prenatal care, screenings, and vaccinations to pregnant women in rural or hard-to-reach areas.

3. Community health workers: Training and deploying community health workers who can provide education, support, and basic healthcare services to pregnant women in their communities, helping to bridge the gap between healthcare facilities and remote populations.

4. Mobile applications: Developing mobile applications that provide pregnant women with information, reminders, and resources related to prenatal care, nutrition, and maternal health, helping them stay informed and engaged in their own healthcare.

5. Task-shifting: Expanding the roles and responsibilities of midwives, nurses, and other healthcare professionals to provide comprehensive prenatal care, including screenings, vaccinations, and basic interventions, reducing the burden on doctors and increasing access to care.

6. Health financing schemes: Implementing innovative health financing schemes, such as community-based health insurance or conditional cash transfer programs, to improve financial access to maternal health services for low-income women.

7. Public-private partnerships: Collaborating with private sector organizations, such as pharmaceutical companies or technology companies, to develop and implement innovative solutions for improving access to maternal health, such as affordable medications or digital health tools.

8. Quality improvement initiatives: Implementing quality improvement initiatives in healthcare facilities to ensure that pregnant women receive timely, evidence-based, and respectful care, improving the overall quality of maternal health services.

9. Maternal health information systems: Developing and implementing robust information systems that capture and analyze data related to maternal health, enabling policymakers and healthcare providers to make informed decisions and allocate resources effectively.

10. Health education and awareness campaigns: Conducting targeted health education and awareness campaigns to increase knowledge and awareness about maternal health, encouraging women to seek timely and appropriate care during pregnancy.

It is important to note that these are general recommendations and may need to be tailored to specific contexts and resource constraints. Additionally, the implementation of these innovations should be accompanied by strong health systems strengthening efforts and collaboration with local communities and stakeholders.
AI Innovations Description
Based on the information provided, the recommendation to improve access to maternal health and reduce the burden of neonatal hyperbilirubinemia and Rh disease is to implement proven solutions that are currently underused, especially in low-income countries. These solutions include:

1. Prevention of Rh sensitization: Implementing Rh immunoprophylaxis, expert assessment, and early diagnosis of fetal anemia can help prevent severe hemolytic disease and reduce the risk of stillbirths and neonatal deaths.

2. Management of neonatal hyperbilirubinemia: Timely and appropriate management of neonatal hyperbilirubinemia, including the use of phototherapy and exchange blood transfusions, can prevent the development of kernicterus and reduce the risk of long-term impairments.

3. Improved access to specialized neonatal care: Ensuring that all mothers and newborns have access to specialized neonatal care facilities that can provide phototherapy and exchange blood transfusions when needed is crucial in reducing the burden of neonatal hyperbilirubinemia-related adverse outcomes.

4. Strengthening health systems: Investing in and strengthening health systems, particularly in low-income countries, can help improve access to maternal health services, including antenatal care, skilled birth attendance, and postnatal care, which are essential for preventing and managing neonatal hyperbilirubinemia and Rh disease.

By implementing these recommendations, it is possible to reduce the number of avoidable neonatal deaths and improve the long-term outcomes for children affected by neonatal hyperbilirubinemia and Rh disease.
AI Innovations Methodology
To improve access to maternal health, here are some potential recommendations:

1. Telemedicine: Implementing telemedicine programs can provide remote access to healthcare professionals for prenatal and postnatal care. This can be especially beneficial for women in rural or underserved areas who may have limited access to healthcare facilities.

2. Mobile health (mHealth) interventions: Utilizing mobile technology, such as smartphones and text messaging, can help deliver important health information and reminders to pregnant women. This can include appointment reminders, educational materials, and access to healthcare providers for consultations.

3. Community-based interventions: Establishing community-based programs that provide maternal health services, such as prenatal care, childbirth education, and postnatal support, can improve access for women who may face barriers in accessing traditional healthcare facilities.

4. Task-shifting: Training and empowering community health workers or midwives to provide basic maternal health services can help bridge the gap in areas with a shortage of healthcare professionals. This can include prenatal care, basic screenings, and referrals to higher-level facilities when necessary.

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 specific indicators that measure access to maternal health, such as the number of prenatal visits, percentage of births attended by skilled birth attendants, or maternal mortality rates.

2. Collect baseline data: Gather data on the current status of the selected indicators in the target population or region.

3. Define the intervention: Clearly define the recommended intervention, including the target population, implementation strategy, and expected outcomes.

4. Simulate the intervention: Use modeling techniques, such as mathematical models or computer simulations, to estimate the potential impact of the intervention on the selected indicators. This can involve creating scenarios with different levels of intervention coverage and assessing the resulting changes in the indicators.

5. Analyze the results: Evaluate the simulated outcomes to determine the potential impact of the intervention on improving access to maternal health. This can include comparing the results to the baseline data and identifying any significant changes or improvements.

6. Refine and iterate: Based on the analysis, refine the intervention and simulation methodology as needed. Repeat the simulation process with updated data and assumptions to further assess the potential impact of the intervention.

By following these steps, policymakers and healthcare providers can gain insights into the potential benefits and challenges of implementing specific recommendations to improve access to maternal health.

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