Skip to main content

REVIEW article

Front. Pediatr., 13 February 2023
Sec. Children and Health
This article is part of the Research Topic Evidenced Based Medical Care of Hospitalized Children with Local Adaptations in Low-Resource Settings View all 10 articles

Management challenges in the treatment of severe hyperbilirubinemia in low- and middle-income countries: Encouraging advancements, remaining gaps, and future opportunities

Updated
  • 1Department of Pediatrics, Division of Neonatology, University of Minnesota, Minneapolis, MN, United States
  • 2Department of Pediatrics, Aminu Kano Teaching Hospital, Kano, Nigeria
  • 3Centre for Infectious Diseases Research, Bayero University, Kano, Nigeria
  • 4Department of Pediatrics, Global Health Program, Critical Care Division, University of Minnesota, Minneapolis, MN, United States
  • 5Department of Pediatrics, Hennepin Healthcare, Minneapolis, MN, United States

Neonatal jaundice (NJ) is common in newborn infants. Severe NJ (SNJ) has potentially negative neurological sequelae that are largely preventable in high resource settings if timely diagnosis and treatment are provided. Advancements in NJ care in low- and middle-income countries (LMIC) have been made over recent years, especially with respect to an emphasis on parental education about the disease and technological advancements for improved diagnosis and treatment. Challenges remain, however, due to lack of routine screening for SNJ risk factors, fragmented medical infrastructure, and lack of culturally appropriate and regionally specific treatment guidelines. This article highlights both encouraging advancements in NJ care as well as remaining gaps. Opportunities are identified for future work in eliminating the gaps in NJ care and preventing death and disability related to SNJ around the globe.

Introduction

Neonatal jaundice (NJ) is common among all newborn infants, with as many as 80% of infants experiencing some amount of hyperbilirubinemia (13). Neonatal jaundice results from the accumulation of unconjugated bilirubin in the blood, due to increased production (i.e., hemolysis) and/or decreased enterohepatic clearance (4, 5). For many, the clinical course is benign and self-limited, but for some can require hospitalization and treatment with phototherapy and/or exchange blood transfusion. A subset of infants is at risk for severe neonatal jaundice (SNJ) often defined as a total serum bilirubin (TSB) level >20–25 mg/dl (6). SNJ can result in acute bilirubin encephalopathy (ABE) and chronic bilirubin encephalopathy (CBE) also referred to as Kernicterus or Kernicterus Spectrum Disorder (KSD) (7). SNJ and the resulting neurodevelopmental impairments can include a wide range of motor (choreoathetoid cerebral palsy), hearing, and cognitive challenges although intelligence is often not affected (79). These morbidities are largely preventable with appropriate diagnosis, treatment, and follow-up.

Long-term complications from SNJ rarely occur in high-income countries (HIC) (1015) but remain a challenge in low- and middle-income countries (LMIC) due to lack of resources for appropriate prevention, diagnosis, and treatment of the condition (16). Accurate population-based studies are lacking, but one report based on mathematical models estimated that 1.1 million infants develop SNJ globally each year (17). A systematic review of the literature from 2017 estimated a pooled incidence of SNJ at 244 per 100,000 live births (6). These studies and others highlight the African and Asian regions having a disproportionate burden of SNJ-related disease (6, 17, 18).

There have been noteworthy improvements in the care of infants with NJ over the last years and decades. Significant effort has been made in the prevention of SNJ through parental and healthcare provider education (19, 20) and improved diagnosis with more accessible bilirubin measurement tools (2125). The advent of phototherapy over sixty years ago (26) with improved quality of devices including the introduction to light emitting diode (LED) based units (27, 28), and subsequent upscaling and distribution of this treatment has reduced the need for exchange transfusions and therefore likely improved outcomes (2931). Although large-scale studies are lacking, there is evidence from local LMIC institutions that demonstrate improving NJ management and outcomes. For example, the mortality rate from NJ in Taiwan decreased from 0.51% to 0.26% in the years 2000 to 2010 due to a combination of increased screening for risk factors like G6PDD, family and provider education, and improving hospital discharge follow-up. Similarly, on the Thai-Myanmar border, mortality from NJ decreased from 10% to 2% from the years 2009–2011 after the implementation of standardized guidelines and LED PT devices (32). At the Cairo University NICU in Egypt, mortality from NJ decreased from 25% in 2008 to 10% in 2015, again attributable to the combination of several interventions including protocols, training of personnel, and innovative technology (33). Lastly, NJ as a cause of neonatal death at a teaching hospital in Lagos, Nigeria, decreased from 23.3% in 2001 (34) to 11.5% in 2020 (35).

Elaboration on these improvements and others will be discussed in more detail in the coming sections. Despite these encouragements, there remain significant gaps in care across the world with SNJ as its devastating consequences disproportionately affect LMICs. These gaps highlight opportunities for improved and more equitable SNJ management (36, 37). This article based on expert cross-cultural opinion will highlight the areas of advancement in NJ care, the remaining gaps, and will suggest opportunities for future work.

Advancements

Prevention: emphasis on parental education

Serum bilirubin levels usually peak between three and five days after birth (5). However, most infants born in a hospital have been discharged before this peak, and many mothers in LMICs deliver at home or at a birthing center without skilled attendants (19). The American Academy of Pediatrics recommends that all newborn infants have at least one bilirubin measurement (serum or transcutaneous, TcB) before discharge (38), but this is not feasible in most LMICs due to cost and infrequent hospital births (37, 39). Therefore, the education of parents, especially mothers, can be an important aspect of the primary prevention of SNJ. This importance has been recognized in the past several years, with a few interesting developments for educational programs to empower parents to seek care in a timely way (4042). Some strategies, highlighted in the next paragraphs, include oral presentations, pamphlets and posters, radio jingles, and the use of ictometers. Many of these educational materials can be accessed on the internet [Bilimetrixusa.org (43)].

A recent multicenter, cross-sectional study in Nigeria implemented antenatal and postnatal maternal instruction programs. This study demonstrated a decreased incidence of ABE in the group of mothers that received the intervention (maternal instruction) compared to those that received no instruction (40). This educational program, which is still in use, taught proper identification of jaundice through blanching the skin, the need to avoid hemolytic triggers due to high prevalence of glucose-6-phosphate dehydrogenase (G6PD) deficiency in the population, warnings against ineffective treatments and home remedies, and instructions on how to pursue additional evaluation and medical care for NJ (40). This instruction was delivered in multiple formats including antenatal group classes and question and answer sessions, postnatal one-on-one teaching, and written materials. This study found that delayed care-seeking for NJ was the strongest predictor of ABE and the group's maternal instruction program decreased delayed care-seeking from 49% to 17% (40).

Although general visual assessment of jaundice by family members has been encouraged in parental education efforts, by itself it is an unreliable method for detecting significant jaundice (44, 45). Icterometers can be used as a visual reference and are simple and effective tools that can be used at home by parents and at the community level by traditional birth attendants and community health workers. Harry Gosset in 1954 invented the icterometer using a Perspex glass as a non-invasive tool to assess the total bilirubin (46). It is still used as a screening tool for jaundice in LMICs. Since then, icterometers have been studied as a possible predictor of significantly elevated serum bilirubin and thus risk for SNJ (47, 48). A two-color icterometer was studied in Lagos, Nigeria, with mothers assessing the color of their newborns nose (blanched skin) and comparing to either light yellow (non-significant jaundice) vs. dark yellow (significant jaundice) and validating these assessments against either a TcB or TSB (49). This study found the two-color icterometer (Bilistrip™) to have a high sensitivity (95.8%) in detecting infants requiring phototherapy and a strong negative predictive value (91%–99%) in identifying infants at low risk of severe NJ when compared with a range of TcB thresholds (49). A similar study was conducted in China using a color card, “JCard” with eight hues of yellow, ranging from light to dark/severe and were tested on different areas of the infant's body (forehead, cheek, sternum). The cheek was found to be the most accurate location for assessment, with an area under the curve (AUC) of 0.985 when correlated with TSB > 13 mg/dl (50). Yet another example of an ictometer is the Bili-ruler which was created using advanced digital color processing and visual design to improve color matching (51). This product was developed through a collaboration between Sylhet Osamni Medical College Hospital in Bangladesh and Brigham and Women's Hospital in Boston. Its performance was similarly strong, with AUC values for identifying TcB ≥ 13 and TSB ≥ 13 mg/dl reported as 0.93 and 0.87 respectively, with an interrater reliability with 97% of measurements by two readers performing within 1 point of each other (51).

The combination of formal maternal instruction programs with simple detection tools has the potential to prevent the development of SNJ by decreasing delay in seeking appropriate medical care.

Diagnosis: point of care bilirubin measurement

Accurate and timely measurement of bilirubin in an infant is essential to provide appropriate treatment and prevent neurological sequelae. Serum bilirubin measurement with total and direct fractions are the gold standard for diagnosing NJ but can be time intensive and require expensive equipment and trained personnel. High performance liquid chromatography is the gold standard laboratory technique, but not an option for many LMIC settings (52). Other methods used for serum measurement are Diazo reaction method and direct spectrophotometry (24, 25, 53, 54), although these still require equipment and reagents that aren't always available.

Advancements in point-of-care bilirubin determination have been very important in improving jaundice care in LMICs. TcB devices are non-invasive screening tools that have become widely used in both HIC and LMICs in the past several years. These devices use reflectance densitometry to quantify yellow skin color (21). They are user-friendly, fast, and relatively low cost. These devices are especially helpful at screening low-risk infants and determining which patients should have a serum bilirubin level measured (55). TcB is generally not recommended for use in making treatment decisions, as there can be variability among devices, different ethnic populations, gestational ages, and a limited reporting scale (56, 57). Also, the accuracy of TcB decreases with increasing TSB levels (both over and underestimation), so caution must be used and validating a high TcB (≥12–15) with a serum level is advised (5860).

There are also emerging technologies for point-of-care (POC) devices to measure serum bilirubin. The advantages of these POC devices are their low cost, need for only a small amount of blood, the ability to use during treatment with phototherapy, and the potential to use in a field environment. Table 1 outlines the characteristics of two such POC devices (Bilistick® (22, 61) and BiliSpec (23)) and how they compare to TcB devices in general. Although these technologies hold promise to offer low-cost, accurate, and timely diagnosis of NJ, they have not been used broadly yet in LMICs partly due to concern for high failure rate in certain environmental conditions (62), questions regarding accuracy (63), paucity of testing in severe range TSB levels (23), and lack of assurance regarding long-term storage and durability.

TABLE 1
www.frontiersin.org

Table 1. Comparison of currently available point-of-care bilirubin measurement devices.

In settings where serum bilirubin cannot be easily or accurately assessed even by POC methods in a timely manner, the Bilirubin-Induced Neurologic Dysfunction (BIND) score is a clinical algorithm with associated web-based application (66), that has been found to predict bilirubin encephalopathy with high sensitivity and specificity (67). Although this is not a true diagnostic method, as a clinical screening tool it can be used to initiate phototherapy and exchange transfusions ahead of obtaining serum bilirubin levels in the LMIC setting if laboratory resources are immediately lacking. How widely this algorithm is currently implemented remains to be assessed. The routine use of these described methods, despite their limitations, including emerging technologies such as smartphone or artificial intelligence-based systems to be discussed later in this article, will likely improve early and prompt diagnosis of NJ.

Treatment: phototherapy technology

Phototherapy (PT) as a treatment for NJ was first discovered over sixty years ago (26) and has since reduced the need for exchange transfusions and likely has prevented death and disability for possibly millions of neonates (2931, 6870). The ongoing innovation and implementation of PT in low-resource settings has improved over the recent years, making this treatment more widely available to at-risk infants in LMICs.

The main types of PT lights used in practice are halogen light sources, fluorescent tubes (regular and special), LED, and fiberoptic pads. The ideal light source has a wavelength that includes the optimal blue to blue-green range (including peak absorption for bilirubin isomerization (458 nm) (29). The PT device should have an irradiance of at least 30 μW/cm2/nm for intensive PT (71). Halogen spotlights produce heat, which can be dangerous for the infant and thus are not preferred but are sometimes still used in LMICs. Fluorescent lights have a wavelength range of 400–520 nm with special blue fluorescent tubes offering higher irradiance. Fluorescent lights don’t produce much heat compared to halogen bulbs (72) but do lose irradiance over time and need to be monitored for efficacy regularly (73). The combination of regular (not special blue) fluorescent and white lights have been used successfully in LMICs to achieve effective irradiance levels while still being relatively low cost and accessible (74). Modifications to PT devices in LMICs such as white reflecting bassinets or blankets to optimize irradiance and exposed surface area, have become more standard practice (75, 76).

LED light sources have been shown to be effective in lowering TSB levels (77), are replacing fluorescent and halogen bulbs in high-income countries, and are becoming more widely used in LMICs as well. LEDs are advantageous because they emit a narrow bandwidth of light (450–470 nm), produce little heat, and last much longer than other types of bulbs. LED bulbs have a lifespan over double that of fluorescent lights (20,000 + h) (29). The price of these light sources has declined over recent years, making it more affordable in LMICs without the need for frequent replacements (27). Local fabrication of LED devices has been demonstrated to be low-cost and effective (28).

Lastly, innovative technology to meet the specific needs and resources of LMICs has been a welcome addition over the past several years. Filtered sunlight phototherapy (FS-PT) is one such example. Slusher and colleagues published their novel FS-PT canopy that uses commercial tinting films to remove ultraviolet and infrared light and allows multiple mother/infant dyads to sit together under the canopy (78). This method proved to be a feasible, safe, efficacious, and affordable treatment strategy for areas of the world where conventional PT is not available (79). This method is now in the process of being implemented in other LMICs such as Ethiopia, Uganda, other regions in Nigeria, and though these findings are not yet published, there is potential for future upscaling and distribution.

Remaining gaps

Prevention: gaps in routine screening for risk factors

The recognition of infants who are at particular risk for SNJ is paramount so that proper diagnosis and treatment can be implemented. Prematurity, postnatal bruising, and macrosomia are common postnatal risk factors that are often identified (38). One of the biggest risk factors for SNJ, however, is hemolysis, with isoimmune hemolytic disease (blood group incompatibility i.e., Rh and ABO) and G6PD deficiency being major contributors. The prevalence of Rh disease and G6PD deficiency vary among regions in the world and recognizing these important influences on SNJ requires further improvement.

Rh disease has been almost entirely prevented in HICs through universal prenatal blood type and antibody screening, Rh immunoprophylaxis, and the diagnosis and management of fetal anemia (80). The prevalence of Rh disease in these countries is estimated to be 2.5/100,000 live births, thanks to universal and coordinated perinatal care for most all pregnancies (17). In contrast, the global prevalence of Rh disease is approximately 276 per 100,000 live births, ranging widely among regions with Southeast Asia/Pacific countries at 57 and Eastern Europe at 529/100,000 live births, per 2010 data (17). This gap between HIC and LMIC care is largely attributed to the lack of routine blood group testing for both mothers and infants (which also identifies ABO incompatibility, another contributor to SNJ), as well as the high cost of immunoprophylaxis for Rh negative mothers (17, 36).

G6PD deficiency is another risk factor for hemolysis in the neonatal period and contributes substantially to the global burden of SNJ (17, 81). G6PD deficiency, an X-linked inherited condition, is the most prevalent enzyme deficiency in the world, with varying prevalence by geography and ethnicity (82). The G6PD enzyme is needed to prevent oxidative stress in the red blood cell, and thus with impaired enzymatic activity, the red blood cell is susceptible to lysis under conditions of stress (infections, medications, fava beans, traditional remedies, etc.) (82). The World Health Organization (WHO) recommends that regions of the world with a G6PD deficiency prevalence of more than 3%–5% in males should adopt universal neonatal screening and also education of healthcare workers and parents (83). Now decades later after this 1989 recommendation, routine G6PD deficiency screening programs have not been adopted in many regions, even those with a significant burden of G6PD deficiency and SNJ (81). A recent survey of healthcare providers in Nigeria, one such high risk country, illustrated gaps in knowledge of the common prevalence and need for screening of G6PD deficiency at their local hospital (20). The combination of routine screening and education of both healthcare workers and parents is needed to reduce the contribution of G6PD deficiency to SNJ globally.

Diagnosis: gaps in infrastructure for timely diagnosis

Although there have been encouraging advancements in the diagnosis of SNJ over the past years to decades, there remains a delay in accessing care and thus timely diagnosis due to fragmented medical infrastructure. With the high rate of births happening outside of hospitals in LMICs, most infants develop SNJ at home, thus too late for any of the state-of-the-art diagnostic techniques or treatments to have full effect (37). Delays in seeking and receiving appropriate care for NJ have been reviewed as important contributors to the higher rates of SNJ in LMICs (37).

Cultural and socioeconomic barriers often contribute to a delay in diagnosis of SNJ. Families may delay seeking care due to a cultural expectation to stay home during the postpartum period, for a traditional naming ceremony, for instance (37). The advice from other family members to use traditional remedies or other treatments prior to seeking medical help can also contribute to a delay. Iskander and colleagues asked parents of infants with SNJ a series of questions to better understand reasons for late presentation to the hospital (84). None of the parents in the study received any education or follow-up instructions about NJ. Although the majority of these infants were delivered at a health care facility, once home, almost 50% of parents did not seek medical advice due to the belief that NJ was normal and self-resolving. Many families reported from this and other studies the use of herbal supplements, vitamins, antibiotics, and/or direct sunlight to treat the infant at home prior to seeking care (8486). Once the decision has been made to seek medical attention, often the most convenient or accessible medical health center is not equipped to measure bilirubin or provide appropriate advice (37, 84). Iskander et al. reported that over 30% of parents tried 2 or 3 healthcare facilities prior to reaching the appropriate location and many traveled over 5 h to do so (84). Thus, although there have been new technologies for user-friendly bilirubin measurement and diagnosis of NJ, there remains a significant gap in actually getting the infant to a healthcare provider that has the resources to do so in a timely way.

Treatment: need for culturally appropriate and locally specific treatment guidelines

Kernicterus happens infrequently in HICs likely due to the presence of national guidelines (71, 87, 88) and healthcare systems in place that facilitate appropriate treatment and timely follow-up (89). As mentioned above, in LMICs, healthcare is more fragmented, many infants are born at home, and arranging follow-up care is difficult (90). Because there is regional variation of risk factors of SNJ, guidelines must be locally specific to effectively prevent SNJ. Olusanya and colleagues conducted a review of existing NJ guidelines worldwide and found that very few were from LMICs and many were not high quality, according to the group's grading system (91). We do have evidence that implementing a local NJ guideline can improve outcomes, for example Thielemans et al. published a 8% decrease in mortality from SNJ after implementing a protocol at their institution (32).

Local guidelines should be specific to the region's population including prevalence of top risk factors. For example, local guidelines should recommend G6PD deficiency screening in high prevalence areas (83), unlike the US, for example, that only recommends G6PD deficiency screening when the family history of ethnic origin suggests it as a possibility or for an infant without an appropriate response to PT treatment (71). The American Academy of Pediatrics recommends pre-discharge screening for NJ with either TcB or TSB (38, 92), however this is not possible in regions where more births occur at home. In many LMIC regions, it is not common to have a routine newborn follow-up visit to assess for NJ. A neonate is typically seen during the first week of life for vaccination, however, often that visit happens after the natural bilirubin peak and other health concerns beyond vaccines are not always addressed (93). Alternative measures for follow-up that may include the role of a traditional birth attendant, midwife, or visit by a community healthcare worker with a visual screening tool, may be an alternative approach.

Local guidelines should also include reference to the use traditional remedies or practices that may delay proper treatment or lead to worsening NJ. For example, hemolytic agents, such as methylated spirits, eucalyptus oil, and henna are used in some regions to care for the umbilical cord after birth but may promote hemolysis and exaggerated NJ in infants with G6PD deficiency. To demonstrate a more direct relationship between exposure to traditional remedies and hemolysis, a zebrafish model of G6PDD was used to test the effects of traditional compounds on hemolysis. Arogbokun et al. reported that eucalyptus oil induced a 13.4% increase in hemolysis and methylated spirit showed a 39.7% increase in hemolysis in the zebrafish model (94). A survey of healthcare workers and trainees in Southwest Nigeria demonstrated that even these medical professionals often recommended hemolytic agents for the umbilical cord (82% recommended methylated spirit) (95). Other regional practices may delay proper care. For example, exposing infants to unfiltered sunlight and using antibiotics or herbal medicine are often identified in surveys of mothers when asked about care practices and beliefs related to NJ (37, 93, 9698). Familusi and Dawodu, for example, published an association between a positive history of naphthalene exposure in the home and SNJ (need for exchange transfusion or death of the infant) (99). Because these practices vary by culture and region, they should be included in a local NJ guideline in a culturally sensitive and appropriate way.

Lastly, local treatment guidelines must include monitoring and maintenance of PT devices through routine irradiance measurements (100). Irradiance meters are used to assess the quality (dose or strength of lights) of PT delivered to infants with NJ, as the irradiance of PT devices decay with use and time (73). Florescent light bulbs decay faster than LED lights (73). In LMICs, the quality of PT is rarely monitored and a significant proportion of available PT devices may be producing suboptimal irradiances (75, 101, 102). This is because irradiance meters are expensive and not readily available (103). Recently, Powell et. al. tested an inexpensive mobile phone based irradiance meter suitable for resource constraint settings (104). Although it is ideal that the irradiance meter used it one that was specifically developed by the PT device manufacturer to measure the specific characteristics of the particular device, these are often not purchased, therefore independent low-cost meters may be a reasonable alternative. Further work into making irradiance meters affordable, accessible, and user-friendly is needed.

Opportunities for future steps

Prevention: emphasis on prenatal care and education

The future of prevention of SNJ needs to include an emphasis on prenatal counseling and identification of SNJ risk factors during pregnancy. Although advancements have been made in an effort to educate mothers and families as described above (40), this has largely taken place during the postpartum time frame. By identifying a fetus who is at risk for SNJ prior to birth, a birth plan can be made to ensure timely diagnosis and treatment, if needed. Delivery at a hospital or care center equipped with the laboratory technology and access to PT may be recommended so that diagnosis and treatment can be escalated in a timely and organized way. Education against hemolytic agents or other traditional remedies can take place weeks to months ahead of birth, rather than in the postpartum time when mothers may be exhausted and overwhelmed.

An emphasis on prenatal prevention must include education of the maternal providers, including obstetric physicians, traditional birth attendants, or nurse midwives. A survey of healthcare providers and trainees identified significant gaps in provider knowledge related to prevention of and possible sequela of SNJ (20). For example only 53% of healthcare providers reported seeing a case of neonatal jaundice and very few traditional birth attendants recognized risk factors for SNJ (G6PD deficiency, Rh incompatibility, preterm birth) (20). Risk factors of SNJ that should be identified during pregnancy include a family history of SNJ, Rh negative blood type, family history of G6PD deficiency or other risk factor for hemolysis.

One randomized controlled study from China demonstrated that antenatal education about jaundice led to mothers being more likely to recognize jaundice in their infants (71% in education group vs. 41% of controls) and were less likely to use traditional medicines and exposure their infants to the sun compared with control infants (105). 95% of mothers in the intervention arm knew that NJ can lead to brain damage vs. 38% of mothers in the control group. This is one example of effective antenatal counseling, although there has not been a study comparing antenatal to postnatal education, as a previously mentioned study on maternal instruction did not have an adequate sample size to compare antenatal vs. postnatal effectiveness (40).

Diagnosis: harnessing telehealth for timely diagnosis and appropriate referral

Advancements in technology, improved access to the internet, and availability of smart phones, together can work to provide more timely and accurate diagnosis of SNJ and therefore lead to expedited treatment. The healthcare systems' recent experiences with the COVID-19 pandemic have led to more progress with telehealth in an effort to reduce in-person exposures to potential infections, when possible. As outlined previously, delayed care for neonates with SNJ is a major contributor to the development of negative outcomes. One contributor to delay is poor advice from physicians and other healthcare providers and seeking medical care at a facility that is not equipped to diagnose or treatment SNJ (19, 37).

Teleconsultation may be an efficient way to ensure proper treatment for NJ is being implemented and that a transfer to another medical facility can be coordinated if needed (106). Smartphone technology has recently been harnessed to diagnose NJ in a point-of-care manner. Taylor et al. published their BiliCam technique that used a camera with specialized software and machine learning to identify and predict bilirubin levels (107). The BiliCam had a correlation of 0.91 with TSB levels and a relatively high sensitivity (85%–100%) (107). Another study in China demonstrated decreased neonatal readmission rate and decreased maternal anxiety scores for mother-infant dyads that used a smartphone app to monitor for neonatal jaundice at home under web-based guidance of pediatricians compared to the control group that received routine care (108). Similar smartphone-based detection tools are being studied in other regions of the world, including Singapore (109), Ghana (110), and Saudi Arabia (111), and Nigeria (112), just to name a few. Although these tools are best suited as screening devices, as with the TcB, they are encouraging uses of state-of-the-art technology to improve the recognition and diagnosis of NJ. This smartphone technology could also help connect the local provider and family with a facility that is capable of next steps in care, as to avoid seeking care at a facility that is ill-equipped, thus providing efficiency in treatment.

Treatment: improving long-term medical care for those affected by severe neonatal jaundice

Lastly, long-term medical care and support is needed to improve the quality of life for those affected by SNJ. The WHO introduced the term disability-adjusted life year (DALY) as a measure of population health taking into account the whole burden of disease (113). DALY takes into account years lost due to premature death and years of healthy life lost due to disability (113). This measurement is important to consider when it comes to disability and impairment as a result of SNJ and its neurological sequelae. For example, the DALY for SNJ would include both premature death for neonates that died due to SNJ as well as years lived with disability, including cerebral palsy, hearing loss, and cognitive challenges for survivors (18). NJ accounted for 113,401 DALYs globally in 2016 in the neonatal period and was the 15th leading cause of DALYs among children under five years of age (114, 115). One recent analysis estimated the contribution of G6PDD to SNJ and its associated burdens to be 54,251 DALYs with related economic deficits to be $309–584 million (116).

Assisted technologies such as hearing aids, cochlear implants, communication boards, eye tracking devices, and simple aids to daily living such as wheelchairs and grab bars are not readily available in many LMICs (117, 118). Early intervention with physical and occupational therapies, as early as infancy, have the potential to improve developmental opportunities for at-risk patients (117, 119). Developmental clinics with multidisciplinary care teams should be in place to follow these children over time in an organized fashion. Finally, as noted in a 2017 article in African Business “Too many disabled Africans are excluded from the labour market. More must be done to include them” (120). While advocacy work in Africa is increasing, much more needs to be done to assure that adults living with KSD are equipped and encouraged to contribute to their societies.

Conclusion

In conclusion, when reviewing the past years of NJ literature, there have been encouraging progress to the way SNJ is prevented, diagnosed, and treated in LMICs. A focus on education and harnessing emerging technologies are common themes for these advancements. Remaining challenges in LMICs are related to fragmented medical care, traditional birth and postpartum practices, and the lack of locally specific and culturally appropriate management guidelines. Large scale implementation of small-scale projects noted above would be a giant step in the prevention and treatment of SNJ. Having buy-in from policy makers, as well as embracing innovative technologies such as smartphone enabled detection of NJ and filtered sunlight PT devices, should make the scourge of SNJ yet another disease relegated to the history books together with diseases such as smallpox and poliomyelitis.

Author contributions

KS, TS, and ZF devised the contents and themes to be included in the manuscript. KS drafted the manuscript and TS and ZF provided critical review. All authors contributed to the article and approved the submitted version.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher's note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

1. Burke BL, Robbins JM, Bird TM, Hobbs CA, Nesmith C, Tilford JM. Trends in hospitalizations for neonatal jaundice and kernicterus in the United States, 1988–2005. Pediatrics. (2009) 123(2):524–32. doi: 10.1542/peds.2007-2915

PubMed Abstract | CrossRef Full Text | Google Scholar

2. Bhutani VK, Stark AR, Lazzeroni LC, Poland R, Gourley GR, Kazmierczak S, et al. Predischarge screening for severe neonatal hyperbilirubinemia identifies infants who need phototherapy. J Pediatr. (2013) 162(3):477–82.e1. doi: 10.1016/j.jpeds.2012.08.022

PubMed Abstract | CrossRef Full Text | Google Scholar

3. Keren R, Tremont K, Luan X, Cnaan A. Visual assessment of jaundice in term and late preterm infants. Arch Dis Child Fetal Neonatal Ed. (2009) 94(5):F317–22. doi: 10.1136/adc.2008.150714

PubMed Abstract | CrossRef Full Text | Google Scholar

4. Dennery PA, Seidman DS, Stevenson DK. Neonatal hyperbilirubinemia. N Engl J Med. (2001) 344(8):581–90. doi: 10.1056/NEJM200102223440807

PubMed Abstract | CrossRef Full Text | Google Scholar

5. Stevenson DK, Maisels MJ, Watchko J. Care of the jaundiced neonate. New York: McGraw-Hill Medical (2012).

6. Slusher TM, Zamora TG, Appiah D, Stanke JU, Strand MA, Lee BW, et al. Burden of severe neonatal jaundice: a systematic review and meta-analysis. BMJ Paediatr Open. (2017) 1(1):e000105. doi: 10.1136/bmjpo-2017-000105

PubMed Abstract | CrossRef Full Text | Google Scholar

7. Le Pichon JB, Riordan SM, Watchko J, Shapiro SM. The neurological sequelae of neonatal hyperbilirubinemia: definitions, diagnosis and treatment of the kernicterus Spectrum disorders (KSDs). Curr Pediatr Rev. (2017) 13(3):199–209. doi: 10.2174/1573396313666170815100214

PubMed Abstract | CrossRef Full Text | Google Scholar

8. Hokkanen L, Launes J, Michelsson K. Adult neurobehavioral outcome of hyperbilirubinemia in full term neonates-a 30 year prospective follow-up study. PeerJ. (2014) 2:e294. doi: 10.7717/peerj.294

PubMed Abstract | CrossRef Full Text | Google Scholar

9. Shapiro SM. Definition of the clinical spectrum of kernicterus and bilirubin-induced neurologic dysfunction (BIND). J Perinatol. (2005) 25(1):54–9. doi: 10.1038/sj.jp.7211157

PubMed Abstract | CrossRef Full Text | Google Scholar

10. Kuzniewicz MW, Wickremasinghe AC, Wu YW, McCulloch CE, Walsh EM, Wi S, et al. Incidence, etiology, and outcomes of hazardous hyperbilirubinemia in newborns. Pediatrics. (2014) 134(3):504–9. doi: 10.1542/peds.2014-0987

PubMed Abstract | CrossRef Full Text | Google Scholar

11. Wickremasinghe AC, Risley RJ, Kuzniewicz MW, Wu YW, Walsh EM, Wi S, et al. Risk of sensorineural hearing loss and bilirubin exchange transfusion thresholds. Pediatrics. (2015) 136(3):505–12. doi: 10.1542/peds.2014-3357

PubMed Abstract | CrossRef Full Text | Google Scholar

12. Wu YW, Kuzniewicz MW, Wickremasinghe AC, Walsh EM, Wi S, McCulloch CE, et al. Risk for cerebral palsy in infants with total serum bilirubin levels at or above the exchange transfusion threshold: a population-based study. JAMA Pediatr. (2015) 169(3):239–46. doi: 10.1001/jamapediatrics.2014.3036

PubMed Abstract | CrossRef Full Text | Google Scholar

13. Vandborg PK, Hansen BM, Greisen G, Mathiasen R, Kasper F, Ebbesen F. Follow-up of extreme neonatal hyperbilirubinaemia in 5- to 10-year-old children: a danish population-based study. Dev Med Child Neurol. (2015) 57(4):378–84. doi: 10.1111/dmcn.12603

PubMed Abstract | CrossRef Full Text | Google Scholar

14. Alken J, Hakansson S, Ekeus C, Gustafson P, Norman M. Rates of extreme neonatal hyperbilirubinemia and kernicterus in children and adherence to national guidelines for screening, diagnosis, and treatment in Sweden. JAMA Netw Open. (2019) 2(3):e190858. doi: 10.1001/jamanetworkopen.2019.0858

PubMed Abstract | CrossRef Full Text | Google Scholar

15. Tsao PC, Yeh HL, Chang YC, Chiang PH, Shiau YS, Chiang SH, et al. Outcomes of neonatal jaundice in Taiwan. Arch Dis Child. (2018) 103(10):927–9. doi: 10.1136/archdischild-2017-314063

PubMed Abstract | CrossRef Full Text | Google Scholar

16. Slusher TM, Zipursky A, Bhutani VK. A global need for affordable neonatal jaundice technologies. Semin Perinatol. (2011) 35(3):185–91. doi: 10.1053/j.semperi.2011.02.014

PubMed Abstract | CrossRef Full Text | Google Scholar

17. Bhutani VK, Zipursky A, Blencowe H, Khanna R, Sgro M, Ebbesen F, et al. Neonatal hyperbilirubinemia and rhesus disease of the newborn: incidence and impairment estimates for 2010 at regional and global levels. Pediatr Res. (2013) 74(S1):86–100. doi: 10.1038/pr.2013.208

PubMed Abstract | CrossRef Full Text | Google Scholar

18. Olusanya BO, Kaplan M, Hansen TWR. Neonatal hyperbilirubinaemia: a global perspective. Lancet Child Adolesc Health. (2018) 2(8):610–20. doi: 10.1016/S2352-4642(18)30139-1

PubMed Abstract | CrossRef Full Text | Google Scholar

19. Wennberg RP, Watchko JF, Shapiro SM. Maternal empowerment - an underutilized strategy to prevent kernicterus? Curr Pediatr Rev. (2017) 13(3):210–9. doi: 10.2174/1573396313666170828112038

PubMed Abstract | CrossRef Full Text | Google Scholar

20. Barclay EOI, Hake A, Oyenuga A, Satrom K, Lund T, Oyenuga M, et al. Neonatal jaundice: knowledge and practices of healthcare providers and trainees in southwest Nigeria. Am J Trop Med Hyg. 7(2):328–35. doi: 10.4269/ajtmh.21-0588

CrossRef Full Text | Google Scholar

21. Kirk JM. Neonatal jaundice: a critical review of the role and practice of bilirubin analysis. Ann Clin Biochem. (2008) 45(Pt 5):452–62. doi: 10.1258/acb.2008.008076

PubMed Abstract | CrossRef Full Text | Google Scholar

22. Greco C, Iskander IF, El Houchi SZ, Rohsiswatmo R, Rundjan L, Ogala WN, et al. Diagnostic performance analysis of the point-of-care bilistick system in identifying severe neonatal hyperbilirubinemia by a multi-country approach. EClinicalMedicine. (2018) 1:14–20. doi: 10.1016/j.eclinm.2018.06.003

PubMed Abstract | CrossRef Full Text | Google Scholar

23. Keahey PA, Simeral ML, Schroder KJ, Bond MM, Mtenthaonnga PJ, Miros RH, et al. Point-of-care device to diagnose and monitor neonatal jaundice in low-resource settings. Proc Natl Acad Sci U S A. (2017) 114(51):E10965–71. doi: 10.1073/pnas.1714020114

PubMed Abstract | CrossRef Full Text | Google Scholar

24. Hulzebos CV, Vitek L, Coda Zabetta CD, Dvorak A, Schenk P, van der Hagen EAE, et al. Diagnostic methods for neonatal hyperbilirubinemia: benefits, limitations, requirements, and novel developments. Pediatr Res. (2021) 90(2):277–83. doi: 10.1038/s41390-021-01546-y

PubMed Abstract | CrossRef Full Text | Google Scholar

25. Thomas M, Greaves RF, Tingay DG, Loh TP, Ignjatovic V, Newall F, et al. Current and emerging technologies for the timely screening and diagnosis of neonatal jaundice. Crit Rev Clin Lab Sci. (2022) 59(5):332–52. doi: 10.1080/10408363.2022.2038074

PubMed Abstract | CrossRef Full Text | Google Scholar

26. Cremer RJ, Perryman PW, Richards DH. Influence of light on the hyperbilirubinaemia of infants. Lancet. (1958) 1(7030):1094–7. doi: 10.1016/S0140-6736(58)91849-X

PubMed Abstract | CrossRef Full Text | Google Scholar

27. Arnolda G, Chien TD, Hayen A, Hoi NTX, Maningas K, Joe P, et al. A comparison of the effectiveness of three LED phototherapy machines, single- and double-sided, for treating neonatal jaundice in a low resource setting. PLoS One. (2018) 13(10):e0205432. doi: 10.1371/journal.pone.0205432

PubMed Abstract | CrossRef Full Text | Google Scholar

28. Viau Colindres J, Rountree C, Destarac MA, Cui Y, Perez Valdez M, Herrera Castellanos M, et al. Prospective randomized controlled study comparing low-cost LED and conventional phototherapy for treatment of neonatal hyperbilirubinemia. J Trop Pediatr. (2012) 58(3):178–83. doi: 10.1093/tropej/fmr063

PubMed Abstract | CrossRef Full Text | Google Scholar

29. Hansen TWR, Maisels MJ, Ebbesen F, Vreman HJ, Stevenson DK, Wong RJ, et al. Sixty years of phototherapy for neonatal jaundice - from serendipitous observation to standardized treatment and rescue for millions. J Perinatol. (2020) 40(2):180–93. doi: 10.1038/s41372-019-0439-1

PubMed Abstract | CrossRef Full Text | Google Scholar

30. Wolf MF, Childers J, Gray KD, Chivily C, Glenn M, Jones L, et al. Exchange transfusion safety and outcomes in neonatal hyperbilirubinemia. J Perinatol. (2020) 40(10):1506–12. doi: 10.1038/s41372-020-0642-0

PubMed Abstract | CrossRef Full Text | Google Scholar

31. Brown AK, Kim MH, Wu PY, Bryla DA. Efficacy of phototherapy in prevention and management of neonatal hyperbilirubinemia. Pediatrics. (1985) 75(2 Pt 2):393–400. doi: 10.1542/peds.75.2.393

PubMed Abstract | CrossRef Full Text | Google Scholar

32. Thielemans L, Trip-Hoving M, Landier J, Turner C, Prins TJ, Wouda EMN, et al. Indirect neonatal hyperbilirubinemia in hospitalized neonates on the Thai-Myanmar border: a review of neonatal medical records from 2009 to 2014. BMC Pediatr. (2018) 18(1):190. doi: 10.1186/s12887-018-1165-0

PubMed Abstract | CrossRef Full Text | Google Scholar

33. Iskander I, Gamaleldin R. Acute bilirubin encephalopathy: some lessons learned. Semin Perinatol. (2021) 45(1):151353. doi: 10.1016/j.semperi.2020.151353

PubMed Abstract | CrossRef Full Text | Google Scholar

34. Ezeaka VCOO, Awogbemi OT, Grange AO. Why our children die: a review of paediatric mortality in a tertiary centre in lagos. Nigeria. Nig Qt J Hosp Med. (2003) 13:1–2. doi: 10.4314/nqjhm.v13i1.12502

CrossRef Full Text | Google Scholar

35. Fajolu IB, Satrom KM, Ezenwa BN, Kein AC, Slusher TM, Ezeaka VC. Current trends in neonatal morbidity and mortality: experiences from a tertiary center in lagos, Nigeria. Am J Trop Med Hyg. (2022) 107(3):617–23. doi: 10.4269/ajtmh.22-0009

PubMed Abstract | CrossRef Full Text | Google Scholar

36. Greco C, Arnolda G, Boo NY, Iskander IF, Okolo AA, Rohsiswatmo R, et al. Neonatal jaundice in low- and middle-income countries: lessons and future directions from the 2015 don ostrow trieste yellow retreat. Neonatology. (2016) 110(3):172–80. doi: 10.1159/000445708

PubMed Abstract | CrossRef Full Text | Google Scholar

37. Olusanya BO, Ogunlesi TA, Slusher TM. Why is kernicterus still a major cause of death and disability in low-income and middle-income countries? Arch Dis Child. (2014) 99(12):1117–21. doi: 10.1136/archdischild-2013-305506

PubMed Abstract | CrossRef Full Text | Google Scholar

38. Kemper AR, Newman TB, Slaughter JL, Maisels MJ, Watchko JF, Downs SM, et al. Clinical practice guideline revision: management of hyperbilirubinemia in the newborn infant 35 or more weeks of gestation. Pediatrics. (2022) 150(3):e2022058859. doi: 10.1542/peds.2022-058859

PubMed Abstract | CrossRef Full Text | Google Scholar

39. Coban A, Turkmen MK, Gursoy T. Turkish neonatal society guideline to the approach, follow-up, and treatment of neonatal jaundice. Turk Pediatri Ars. (2018) 53(Suppl 1):S172–S9. doi: 10.5152/TurkPediatriArs.2018.01816

PubMed Abstract | CrossRef Full Text | Google Scholar

40. Wennberg RP, Oguche S, Imam Z, Farouk ZL, Abdulkadir I, Sampson PD, et al. Maternal instruction about jaundice and the incidence of acute bilirubin encephalopathy in Nigeria. J Pediatr. (2020) 221:47–54. doi: 10.1016/j.jpeds.2020.01.050

PubMed Abstract | CrossRef Full Text | Google Scholar

41. Ogunlesi TA, Abdul AR. Maternal knowledge and care-seeking behaviors for newborn jaundice in sagamu, southwest Nigeria. Niger J Clin Pract. (2015) 18(1):33–40. doi: 10.4103/1119-3077.146976

PubMed Abstract | CrossRef Full Text | Google Scholar

42. Huang Y, Chen L, Wang X, Zhao C, Guo Z, Li J, et al. Maternal knowledge, attitudes and practices related to neonatal jaundice and associated factors in Shenzhen, China: a facility-based cross-sectional study. BMJ Open. (2022) 12(8):e057981. doi: 10.1136/bmjopen-2021-057981

PubMed Abstract | CrossRef Full Text | Google Scholar

43. (SKi) SKI. Understanding Jaundice in Newborns (2021). Available at: https://skibilimetrixusa.azurewebsites.net/

44. Moyer VA, Ahn C, Sneed S. Accuracy of clinical judgment in neonatal jaundice. Arch Pediatr Adolesc Med. (2000) 154(4):391–4. doi: 10.1001/archpedi.154.4.391

PubMed Abstract | CrossRef Full Text | Google Scholar

45. Riskin A, Tamir A, Kugelman A, Hemo M, Bader D. Is visual assessment of jaundice reliable as a screening tool to detect significant neonatal hyperbilirubinemia? J Pediatr. (2008) 152(6):782–7. doi: 10.1016/j.jpeds.2007.11.003

PubMed Abstract | CrossRef Full Text | Google Scholar

46. Williams A, O’Dell FJ, Dunn PM. The “gosset” icterometer: a brief history. West Engl Med J. (2016) 115(4):1–4.

Google Scholar

47. Luu MN, Le LT, Tran BH, Duong TK, Nguyen HT, Le VT, et al. Home-use icterometry in neonatal hyperbilirubinaemia: cluster-randomised controlled trial in Vietnam. J Paediatr Child Health. (2014) 50(9):674–9. doi: 10.1111/jpc.12611

PubMed Abstract | CrossRef Full Text | Google Scholar

48. Madlon-Kay DJ. Recognition of the presence and severity of newborn jaundice by parents, nurses, physicians, and icterometer. Pediatrics. (1997) 100(3):E3. doi: 10.1542/peds.100.3.e3

PubMed Abstract | CrossRef Full Text | Google Scholar

49. Olusanya BO, Slusher TM, Imosemi DO, Emokpae AA. Maternal detection of neonatal jaundice during birth hospitalization using a novel two-color icterometer. PLoS One. (2017) 12(8):e0183882. doi: 10.1371/journal.pone.0183882

PubMed Abstract | CrossRef Full Text | Google Scholar

50. Xue GC, Ren MX, Shen LN, Zhang LW. Parental infant jaundice colour card design successfully validated by comparing it with total serum bilirubin. Acta Paediatr. (2016) 105(12):e561–6. doi: 10.1111/apa.13542

PubMed Abstract | CrossRef Full Text | Google Scholar

51. Lee AC, Folger LV, Rahman M, Ahmed S, Bably NN, Schaeffer L, et al. A novel icterometer for hyperbilirubinemia screening in low-resource settings. Pediatrics. (2019) 143(5):e20182039. doi: 10.1542/peds.2018-2039

PubMed Abstract | CrossRef Full Text | Google Scholar

52. Gourley G, Bhutani V, Johnson L, Kreamer B, Kosorok M, Dalin C. Measurement of serum bilirubin in newborn infants: common clinical laboratory methods versus high performance liquid chromatography (HPLC). Pediatr Res. (1999) 45:283. doi: 10.1203/00006450-199904020-01683

CrossRef Full Text | Google Scholar

53. Kazmierczak SC, Robertson AF, Catrou PG, Briley KP, Kreamer BL, Gourley GR. Direct spectrophotometric method for measurement of bilirubin in newborns: comparison with HPLC and an automated diazo method. Clin Chem. (2002) 48(7):1096–7. doi: 10.1093/clinchem/48.7.1096

PubMed Abstract | CrossRef Full Text | Google Scholar

54. Schlebusch H, Axer K, Schneider C, Liappis N, Rohle G. Comparison of five routine methods with the candidate reference method for the determination of bilirubin in neonatal serum. J Clin Chem Clin Biochem. (1990) 28(4):203–10. doi: 10.1515/cclm.1990.28.4.203

PubMed Abstract | CrossRef Full Text | Google Scholar

55. Hulzebos CV, Vitek L, Coda Zabetta CD, Dvorak A, Schenk P, van der Hagen EAE, et al. Screening methods for neonatal hyperbilirubinemia: benefits, limitations, requirements, and novel developments. Pediatr Res. (2021) 90(2):272–6. doi: 10.1038/s41390-021-01543-1

PubMed Abstract | CrossRef Full Text | Google Scholar

56. Taylor JA, Burgos AE, Flaherman V, Chung EK, Simpson EA, Goyal NK, et al. Discrepancies between transcutaneous and serum bilirubin measurements. Pediatrics. (2015) 135(2):224–31. doi: 10.1542/peds.2014-1919

PubMed Abstract | CrossRef Full Text | Google Scholar

57. Olusanya BO, Imosemi DO, Emokpae AA. Differences between transcutaneous and Serum bilirubin measurements in black African neonates. Pediatrics. (2016) 138(3):e20160907. doi: 10.1542/peds.2016-0907

PubMed Abstract | CrossRef Full Text | Google Scholar

58. Bhutani VK, Gourley GR, Adler S, Kreamer B, Dalin C, Johnson LH. Noninvasive measurement of total serum bilirubin in a multiracial predischarge newborn population to assess the risk of severe hyperbilirubinemia. Pediatrics. (2000) 106(2):E17. doi: 10.1542/peds.106.2.e17

PubMed Abstract | CrossRef Full Text | Google Scholar

59. Ohishi A, Kondo M, Fujita T, Baba T, Iijima S. Accuracy of transcutaneous bilirubin level measured by a JM-105 bilirubinometer. Pediatr Neonatol. (2022) 64(1):32–7. doi: 10.1016/j.pedneo.2022.05.012

PubMed Abstract | CrossRef Full Text | Google Scholar

60. Kuboi T, Kusaka T, Kawada K, Koyano K, Nakamura S, Okubo K, et al. Hour-specific nomogram for transcutaneous bilirubin in Japanese neonates. Pediatr Int. (2013) 55(5):608–11. doi: 10.1111/ped.12149

PubMed Abstract | CrossRef Full Text | Google Scholar

61. Coda Zabetta CD, Iskander IF, Greco C, Bellarosa C, Demarini S, Tiribelli C, et al. Bilistick: a low-cost point-of-care system to measure total plasma bilirubin. Neonatology. (2013) 103(3):177–81. doi: 10.1159/000345425

PubMed Abstract | CrossRef Full Text | Google Scholar

62. Thielemans L, Hashmi A, Priscilla DD, Kho Paw M, Pimolsorntong T, Ngerseng T, et al. Laboratory validation and field usability assessment of a point-of-care test for serum bilirubin levels in neonates in a tropical setting. Wellcome Open Res. (2018) 3:110. doi: 10.12688/wellcomeopenres.14767.1

PubMed Abstract | CrossRef Full Text | Google Scholar

63. Kamineni B, Tanniru A, Vardhelli V, Sharma D, Pawale D, Kulkarni D, et al. Accuracy of bilistick (a point-of-care device) to detect neonatal hyperbilirubinemia. J Trop Pediatr. (2020) 66(6):630–6. doi: 10.1093/tropej/fmaa026

PubMed Abstract | CrossRef Full Text | Google Scholar

64. Raimondi F, Lama S, Landolfo F, Sellitto M, Borrelli AC, Maffucci R, et al. Measuring transcutaneous bilirubin: a comparative analysis of three devices on a multiracial population. BMC Pediatr. (2012) 12:70. doi: 10.1186/1471-2431-12-70

PubMed Abstract | CrossRef Full Text | Google Scholar

65. Campbell DM, Danayan KC, McGovern V, Cheema S, Stade B, Sgro M. Transcutaneous bilirubin measurement at the time of hospital discharge in a multiethnic newborn population. Paediatr Child Health. (2011) 16(3):141–5. doi: 10.1093/pch/16.3.141

PubMed Abstract | CrossRef Full Text | Google Scholar

66. BIND Score (Bilirubin-Induced Neurologic Dysfunction). Evaluates severity of neonatal jaundice and associated acute bilirubin encephalopathy. Available at: https://www.mdapp.co/bind-score-bilirubin-induced-neurologic-dysfunction-calculator-424/ (updated May 26, 2020).

67. Radmacher PG, Groves FD, Owa JA, Ofovwe GE, Amuabunos EA, Olusanya BO, et al. A modified bilirubin-induced neurologic dysfunction (BIND-M) algorithm is useful in evaluating severity of jaundice in a resource-limited setting. BMC Pediatr. (2015) 15:28. doi: 10.1186/s12887-015-0355-2

PubMed Abstract | CrossRef Full Text | Google Scholar

68. Hansen TW, Nietsch L, Norman E, Bjerre JV, Hascoet JM, Mreihil K, et al. Reversibility of acute intermediate phase bilirubin encephalopathy. Acta Paediatr. (2009) 98(10):1689–94. doi: 10.1111/j.1651-2227.2009.01409.x

PubMed Abstract | CrossRef Full Text | Google Scholar

69. Harris MC, Bernbaum JC, Polin JR, Zimmerman R, Polin RA. Developmental follow-up of breastfed term and near-term infants with marked hyperbilirubinemia. Pediatrics. (2001) 107(5):1075–80. doi: 10.1542/peds.107.5.1075

PubMed Abstract | CrossRef Full Text | Google Scholar

70. Johnson L, Bhutani VK, Karp K, Sivieri EM, Shapiro SM. Clinical report from the pilot USA kernicterus registry (1992 to 2004). J Perinatol. (2009) 29(Suppl 1):S25–45. doi: 10.1038/jp.2008.211

PubMed Abstract | CrossRef Full Text | Google Scholar

71. American Academy of Pediatrics Subcommittee on H. Management of hyperbilirubinemia in the newborn infant 35 or more weeks of gestation. Pediatrics. (2004) 114(1):297–316. doi: 10.1542/peds.114.1.297

PubMed Abstract | CrossRef Full Text | Google Scholar

72. Qin YLD, Hui SY. A simple method for comparative study on the thermal performance of LEDs and fluorescent lamps. IEEE Trans Power Electron. (2009) 24(7):1811–8. doi: 10.1109/TPEL.2009.2017021

CrossRef Full Text | Google Scholar

73. Olusanya BO, Osibanjo FB, Emokpae AA, Slusher TM. Irradiance decay in fluorescent and light-emitting diode-based phototherapy devices: a pilot study. J Trop Pediatr. (2016) 62(5):421–4. doi: 10.1093/tropej/fmw022

PubMed Abstract | CrossRef Full Text | Google Scholar

74. De Carvalho M, De Carvalho D, Trzmielina S, Lopes JM, Hansen TW. Intensified phototherapy using daylight fluorescent lamps. Acta Paediatr. (1999) 88(7):768–71. doi: 10.1111/j.1651-2227.1999.tb00040.x

PubMed Abstract | CrossRef Full Text | Google Scholar

75. Satrom K, Slusher T, Satrom J. Effectiveness of phototherapy units in Cameroon. J Trop Pediatr. (2014) 60(3):264–6. doi: 10.1093/tropej/fmt110

PubMed Abstract | CrossRef Full Text | Google Scholar

76. Djokomuljanto S, Quah BS, Surini Y, Noraida R, Ismail NZ, Hansen TW, et al. Efficacy of phototherapy for neonatal jaundice is increased by the use of low-cost white reflecting curtains. Arch Dis Child Fetal Neonatal Ed. (2006) 91(6):F439–42. doi: 10.1136/adc.2006.095687

PubMed Abstract | CrossRef Full Text | Google Scholar

77. Maisels MJ, Kring EA, DeRidder J. Randomized controlled trial of light-emitting diode phototherapy. J Perinatol. (2007) 27(9):565–7. doi: 10.1038/sj.jp.7211789

PubMed Abstract | CrossRef Full Text | Google Scholar

78. Slusher TM, Olusanya BO, Vreman HJ, Brearley AM, Vaucher YE, Lund TC, et al. A randomized trial of phototherapy with filtered sunlight in African neonates. N Engl J Med. (2015) 373(12):1115–24. doi: 10.1056/NEJMoa1501074

PubMed Abstract | CrossRef Full Text | Google Scholar

79. Slusher TM, Vreman HJ, Olusanya BO, Wong RJ, Brearley AM, Vaucher YE, et al. Safety and efficacy of filtered sunlight in treatment of jaundice in African neonates. Pediatrics. (2014) 133(6):e1568–74. doi: 10.1542/peds.2013-3500

PubMed Abstract | CrossRef Full Text | Google Scholar

80. Moise KJ. Management of rhesus alloimmunization in pregnancy. Obstet Gynecol. (2008) 112(1):164–76. doi: 10.1097/AOG.0b013e31817d453c

PubMed Abstract | CrossRef Full Text | Google Scholar

81. Kaplan M, Hammerman C, Bhutani VK. Parental education and the WHO neonatal G-6-PD screening program: a quarter century later. J Perinatol. (2015) 35(10):779–84. doi: 10.1038/jp.2015.77

PubMed Abstract | CrossRef Full Text | Google Scholar

82. Nkhoma ET, Poole C, Vannappagari V, Hall SA, Beutler E. The global prevalence of glucose-6-phosphate dehydrogenase deficiency: a systematic review and meta-analysis. Blood Cells Mol Dis. (2009) 42(3):267–78. doi: 10.1016/j.bcmd.2008.12.005

PubMed Abstract | CrossRef Full Text | Google Scholar

83. Glucose-6-phosphate dehydrogenase deficiency. WHO Working group. Bull World Health Organ. (1989) 67(6):601–11. PMC2491315; PMID: 2633878

PubMed Abstract | Google Scholar

84. Iskander I, Gamaleldin R, Kabbani M. Root causes for late presentation of severe neonatal hyperbilirubinaemia in Egypt. East Mediterr Health J. (2012) 18(8):882–7. doi: 10.26719/2012.18.8.882

PubMed Abstract | CrossRef Full Text | Google Scholar

85. Ogunlesi TA, Ogunlesi FB. Family socio-demographic factors and maternal obstetric factors influencing appropriate health-care seeking behaviours for newborn jaundice in sagamu, Nigeria. Matern Child Health J. (2012) 16(3):677–84. doi: 10.1007/s10995-011-0765-1

PubMed Abstract | CrossRef Full Text | Google Scholar

86. Eneh AU, Ugwu RO. Perception of neonatal jaundice among women attending children out patient and immunization clinics of the UPTH port harcourt. Niger J Clin Pract. (2009) 12(2):187–91. PMID: 19764672

PubMed Abstract | Google Scholar

87. Bratlid D, Nakstad B, Hansen TW. National guidelines for treatment of jaundice in the newborn. Acta Paediatr. (2011) 100(4):499–505. doi: 10.1111/j.1651-2227.2010.02104.x

PubMed Abstract | CrossRef Full Text | Google Scholar

88. Guidelines for detection, management and prevention of hyperbilirubinemia in term and late preterm newborn infants (35 or more weeks’ gestation) - summary. Paediatr Child Health. (2007) 12(5):401–18. doi: 10.1093/pch/12.5.401

PubMed Abstract | CrossRef Full Text | Google Scholar

89. Johnson LH, Bhutani VK, Brown AK. System-based approach to management of neonatal jaundice and prevention of kernicterus. J Pediatr. (2002) 140(4):396–403. doi: 10.1067/mpd.2002.123098

PubMed Abstract | CrossRef Full Text | Google Scholar

90. Arnolda G, Nwe HM, Trevisanuto D, Thin AA, Thein AA, Defechereux T, et al. Risk factors for acute bilirubin encephalopathy on admission to two Myanmar national paediatric hospitals. Matern Health Neonatol Perinatol. (2015) 1:22. doi: 10.1186/s40748-015-0024-3

PubMed Abstract | CrossRef Full Text | Google Scholar

91. Olusanya BO, Ogunlesi TA, Kumar P, Boo NY, Iskander IF, de Almeida MF, et al. Management of late-preterm and term infants with hyperbilirubinaemia in resource-constrained settings. BMC Pediatr. (2015) 15:39. doi: 10.1186/s12887-015-0358-z

PubMed Abstract | CrossRef Full Text | Google Scholar

92. Maisels MJ, Bhutani VK, Bogen D, Newman TB, Stark AR, Watchko JF. Hyperbilirubinemia in the newborn infant > or =35 weeks’ gestation: an update with clarifications. Pediatrics. (2009) 124(4):1193–8. doi: 10.1542/peds.2009-0329

PubMed Abstract | CrossRef Full Text | Google Scholar

93. Olusanya BO, Osibanjo FB, Mabogunje CA, Slusher TM, Olowe SA. The burden and management of neonatal jaundice in Nigeria: a scoping review of the literature. Niger J Clin Pract. (2016) 19(1):1–17. doi: 10.4103/1119-3077.173703

PubMed Abstract | CrossRef Full Text | Google Scholar

94. Arogbokun O, Shevik M, Slusher T, Farouk Z, Elfstrum A, Weber J, et al. Traditional African remedies induce hemolysis in a glucose-6-phopshate dehydrogenase deficient zebrafish model. Sci Rep. (2020) 10(1):19172. doi: 10.1038/s41598-020-75823-x

PubMed Abstract | CrossRef Full Text | Google Scholar

95. Barclay E, Ojo I, Hake A, Oyenuga A, Satrom K, Lund T, et al. Neonatal jaundice: knowledge and practices of healthcare providers and trainees in southwest Nigeria. Am J Trop Med Hyg. (2022) 107(2):328–35. doi: 10.4269/ajtmh.21-0588

PubMed Abstract | CrossRef Full Text | Google Scholar

96. Boo NY, Gan CY, Gian YW, Lim KS, Lim MW, Krishna-Kumar H. Malaysian Mothers’ knowledge & practices on care of neonatal jaundice. Med J Malaysia. (2011) 66(3):239–43. PMID: 22111448

PubMed Abstract | Google Scholar

97. Moawad EMI, Abdallah EAA, Ali YZA. Perceptions, practices, and traditional beliefs related to neonatal jaundice among Egyptian mothers: a cross-sectional descriptive study. Medicine (Baltimore). (2016) 95(36):e4804. doi: 10.1097/MD.0000000000004804

PubMed Abstract | CrossRef Full Text | Google Scholar

98. Le LT, Partridge JC, Tran BH, Le VT, Duong TK, Nguyen HT, et al. Care practices and traditional beliefs related to neonatal jaundice in northern Vietnam: a population-based, cross-sectional descriptive study. BMC Pediatr. (2014) 14:264. doi: 10.1186/1471-2431-14-264

PubMed Abstract | CrossRef Full Text | Google Scholar

99. Familusi JB, Dawodu AH. A survey of neonatal jaundice in association with household drugs and chemicals in Nigeria. Ann Trop Paediatr. (1985) 5(4):219–22. doi: 10.1080/02724936.1985.11748397

PubMed Abstract | CrossRef Full Text | Google Scholar

100. Hart G, Cameron R. The importance of irradiance and area in neonatal phototherapy. Arch Dis Child Fetal Neonatal Ed. (2005) 90(5):F437–40. doi: 10.1136/adc.2004.068015

PubMed Abstract | CrossRef Full Text | Google Scholar

101. Owa JA, Adebami OJ, Fadero FF, Slusher TM. Irradiance readings of phototherapy equipment: nigeria. Indian J Pediatr. (2011) 78(8):996–8. doi: 10.1007/s12098-011-0382-4

PubMed Abstract | CrossRef Full Text | Google Scholar

102. Sampurna MTA, Ratnasari KA, Saharso D, Bos AF, Sauer PJJ, Dijk PH, et al. Current phototherapy practice on Java, Indonesia. BMC Pediatr. (2019) 19(1):188. doi: 10.1186/s12887-019-1552-1

PubMed Abstract | CrossRef Full Text | Google Scholar

103. Cline BK, Vreman HJ, Faber K, Lou H, Donaldson KM, Amuabunosi E, et al. Phototherapy device effectiveness in Nigeria: irradiance assessment and potential for improvement. J Trop Pediatr. (2013) 59(4):321–5. doi: 10.1093/tropej/fmt027

PubMed Abstract | CrossRef Full Text | Google Scholar

104. Powell P, Abdulkadir I, Slusher TM, Satrom K, DeWitt G. Smartphone enabled phototherapy irradiance meter for the care of the jaundiced neonates in low-resouce regions. Frontiers in Biomedical Devices. (2020):83549. doi: 10.1115/DMD2020-9040

CrossRef Full Text | Google Scholar

105. Zhang L, Hu P, Wang J, Zhang M, Zhang QL, Hu B. Prenatal training improves new Mothers’ understanding of jaundice. Med Sci Monit. (2015) 21:1668–73. doi: 10.12659/MSM.893520

PubMed Abstract | CrossRef Full Text | Google Scholar

106. Joshi SS, Benroy BR, Lawrence IN, Suresh TJ. Telemedicine as progressive treatment approach for neonatal jaundice due to the coronavirus disease 2019 pandemic. Clin Exp Pediatr. (2022) 65(5):269–71. doi: 10.3345/cep.2021.01235

PubMed Abstract | CrossRef Full Text | Google Scholar

107. Taylor JA, Stout JW, de Greef L, Goel M, Patel S, Chung EK, et al. Use of a smartphone app to assess neonatal jaundice. Pediatrics. (2017) 140(3):e20170312. doi: 10.1542/peds.2017-0312

PubMed Abstract | CrossRef Full Text | Google Scholar

108. Yan Q, Gong Y, Luo Q, Yin X, Yang L, Wang H, et al. Effects of a smartphone-based out-of-hospital screening app for neonatal hyperbilirubinemia on neonatal readmission rates and maternal anxiety: randomized controlled trial. J Med Internet Res. (2022) 24(11):e37843. doi: 10.2196/37843

PubMed Abstract | CrossRef Full Text | Google Scholar

109. Ngeow AJH, Tan MG, Dong X, Tagamolila V, Ereno I, Tay YY, et al. Validation of a smartphone-based screening tool (biliscan) for neonatal jaundice in a multi-ethnic neonatal population. J Paediatr Child Health. (2022). doi: 10.1111/jpc.16287 [online ahead of print]36440650

PubMed Abstract | CrossRef Full Text | Google Scholar

110. Enweronu-Laryea C, Leung T, Outlaw F, Brako NO, Insaidoo G, Hagan-Seneadza NA, et al. Validating a sclera-based smartphone application for screening jaundiced newborns in Ghana. Pediatrics. (2022) 150(1):e2021053600. doi: 10.1542/peds.2021-053600

PubMed Abstract | CrossRef Full Text | Google Scholar

111. Althnian A, Almanea N, Aloboud N. Neonatal jaundice diagnosis using a smartphone camera based on eye, skin, and fused features with transfer learning. Sensors (Basel). (2021) 21(21):1–15. doi: 10.3390/s21217038

CrossRef Full Text | Google Scholar

112. Wennberg RDU, Farouk Z, Hassan A, Jibril A, Elmazzahy E, Tatawi S, et al. A new point-of-care smartphone assay for plasma bilirubin validation in low-middle income countries. Pediatric Academic Society. (2019).

Google Scholar

113. Organization WH. Disability-adjusted life years (DALYs). Available at: https://www.who.int/data/gho/indicator-metadata-registry/imr-details/158

114. Olusanya BO, Teeple S, Kassebaum NJ. The contribution of neonatal jaundice to global child mortality: findings from the GBD 2016 study. Pediatrics. (2018) 141(2). doi: 10.1542/peds.2017-1471

CrossRef Full Text | Google Scholar

115. DALYs GBD, collaborators H. Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990-2016: a systematic analysis for the global burden of disease study 2016. Lancet. (2017) 390(10100):1260–344. doi: 10.1016/S0140-6736(17)32130-X

PubMed Abstract | CrossRef Full Text | Google Scholar

116. Vidavalur R, Ezeaka VC, Bhutani VK. Estimated disease burden and lost economic productivity due to glucose-6-phosphate dehydrogenase deficiency in Nigerian newborns. Semin Perinatol. (2021) 45(1):151360. doi: 10.1016/j.semperi.2020.151360

PubMed Abstract | CrossRef Full Text | Google Scholar

117. Barton C, Buckley J, Samia P, Williams F, Taylor SR, Lindoewood R. The efficacy of appropriate paper-based technology for Kenyan children with cerebral palsy. Disabil Rehabil Assist Technol. (2020) 17(8):927–37; e20171471.33075236

PubMed Abstract | Google Scholar

118. Stasolla F, Caffo AO, Perilli V, Boccasini A, Damiani R, D'Amico F. Assistive technology for promoting adaptive skills of children with cerebral palsy: ten cases evaluation. Disabil Rehabil Assist Technol. (2019) 14(5):489–502. doi: 10.1080/17483107.2018.1467972

PubMed Abstract | CrossRef Full Text | Google Scholar

119. Spittle A, Orton J, Anderson PJ, Boyd R, Doyle LW. Early developmental intervention programmes provided post hospital discharge to prevent motor and cognitive impairment in preterm infants. Cochrane Database Syst Rev. (2015) 11:CD005495. doi: 10.1002/14651858.CD005495.pub4

CrossRef Full Text | Google Scholar

120. Toseland F. Embracing the disabled workforce in Africa. African Business (2017). https://african.business/2017/02/economy/embracing-disabled-workforce-africa/

Keywords: hyperbilirubinemia, neonatal jaundice, phototherapy, G6PD deficiency, low- and middle-income countries (LMIC), kernicterus

Citation: Satrom KM, Farouk ZL and Slusher TM (2023) Management challenges in the treatment of severe hyperbilirubinemia in low- and middle-income countries: Encouraging advancements, remaining gaps, and future opportunities. Front. Pediatr. 11:1001141. doi: 10.3389/fped.2023.1001141

Received: 22 July 2022; Accepted: 17 January 2023;
Published: 13 February 2023.

Edited by:

Venkataseshan Sundaram, Post Graduate Institute of Medical Education and Research (PGIMER), India

Reviewed by:

Christian Victor Hulzebos, University Medical Center Groningen, Netherlands
Ronda Greaves, Royal Children's Hospital, Australia
Bolajoko O. Olusanya, Centre for Healthy Start Initiative, Nigeria
Mercy Thomas, Royal Children's Hospital, Australia, in collaboration with reviewer [RG]

© 2023 Satrom, Farouk and Slusher. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Katherine M. Satrom a3NhdHJvbUB1bW4uZWR1

These authors share senior authorship

Specialty Section: This article was submitted to Children and Health, a section of the journal Frontiers in Pediatrics

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.