Increased prevalence of severe neonatal hyperbilirubinaemia during social distancing

Comparison of Breastfeeding Practices in Mothers With Chronic Kidney Disease With or Without Kidney Transplantation

Introduction: Existing literature on pregnant patients with chronic kidney disease (CKD) with or without kidney transplantation focuses mainly on their pregnancy outcomes, but there are scant data on their lactation outcomes. Our objective was to characterize the lactation outcomes of patients with CKD with or without kidney transplantation. Methods: This is a single-institution retrospective cohort study of female-identifying patients with CKD with or without kidney transplantation who had a birth hospitalization at a tertiary health system between 2010 and 2020. Maternal and pediatric data on medical history, pregnancy, delivery, neonatal, and lactation outcomes, medications, and care team involved were collected. Primary outcome measures were breastfeeding initiation within 24-hour postpartum, breastfeeding 8 or more times per day during hospitalization, and any breastfeeding beyond 1 month. Health professionals' comments related to lactation and medications were extracted for qualitative data analysis. Results: Patients with and without kidney transplantation had similar comorbidities, pregnancy, delivery, and neonatal outcomes, and hospital length of stay (p > 0.05). Patients without kidney transplantation were more likely to initiate breastfeeding in the first 24 hours (p = 0.03) after delivery and continue breastfeeding beyond 1 month postpartum. There was a lack of consistency between specialties regarding medication compatibility with lactation. Patients on immunosuppression were more likely to exclusively formula feed (p = 0.02) or to initiate breastfeeding and then switch to formula (p = 0.0004) because of their immunosuppressive medications versus patients on any other medication. Conclusion: Patients with CKD but without a kidney transplantation were more likely to initiate breastfeeding or provide breast milk to their infant within 24 hours of delivery, breastfeed >8 times per day during their hospital stay, and breastfeed beyond a month postpartum than those with a transplanted kidney. Lactation support and pharmacology should be incorporated into graduate medical education.

Iterative Development, Validation, and Certification of a Smartphone System to Assess Neonatal Jaundice: Development and Usability Study

BACKGROUND

Medical device development is an area facing multiple challenges, resulting in a high number of products not reaching the clinical setting. Neonatal hyperbilirubinemia, manifesting as neonatal jaundice (NNJ), is an important cause of newborn morbidity and mortality. It is important to identify infants with neonatal hyperbilirubinemia at an early stage, but currently there is a lack of tools that are both accurate and affordable.

OBJECTIVE

This study aimed to develop a novel system to assess the presence of NNJ. The device should provide accurate results, be approved as a medical device, be easy to use, and be produced at a price that is affordable even in low-resource settings.

METHODS

We used an iterative approach to develop a smartphone-based system to detect the presence of NNJ. We performed technical development, followed by clinical and usability testing in parallel, after which we initiated the regulatory processes for certification. We updated the system in each iteration, and the final version underwent a clinical validation study on healthy term newborns aged 1 to 15 days before all documentation was submitted for conformity assessment to obtain Conformité Européenne (CE) certification. We developed a system that incorporates a smartphone app, a color calibration card, and a server.

RESULTS

Three iterations of the smartphone-based system were developed; the final version was approved as a medical device after complying with Medical Device Regulation guidelines. A total of 201 infants were included in the validation study. Bilirubin values using the system highly correlated with total serum or plasma bilirubin levels (r=0.84). The system had a high sensitivity (94%) to detect severe jaundice, defined as total serum or plasma bilirubin >250 µmol/L, and maintained a high specificity (71%).

CONCLUSIONS

Our smartphone-based system has a high potential as a tool for identifying NNJ. An iterative approach to product development, conducted by working on different tasks in parallel, resulted in a functional and successful product. By adhering to the requirements for regulatory approval from the beginning of the project, we were able to develop a market-ready mobile health solution.