ClinicalTrials.gg
RecruitingNCT06399146BILIAPPBOTUpdated May 3, 2024

Evaluation of Bilirubin Estimates in Newborns From Smartphone Digital Images in a Population in Botswana

An interventional study of Picterus App in Neonatal Jaundice and Neonatal Hyperbilirubinemia, sponsored by Hillerod Hospital, Denmark. Recruiting at 1 site in Botswana. Open to participants aged 24 Hours to 14 Days. Per ClinicalTrials.gov, last updated 2024-05-03.

Sponsored by Hillerod Hospital, Denmark · Not applicable, Interventional, and Diagnostic

From the registry’s dates

  • Primary completion was expected by Sep 2024, 2 years 2 months ago, but the record still lists the study as recruiting.
  • Registered 11 months after the study started (first participant enrolled Mar 2023, registered Feb 2024).
  • Started Mar 2023; still recruiting 3 years 8 months later.
Phase
Not applicable
Study type
Interventional
Enrollment
150
Allocation
Not applicable
Ages
24 Hours to 14 Days
Sex
All
01

Study summary

This project aims to test a novel smartphone application, Picterus, which provides a cheaper, patient-friendly, and more readily means of neonatal jaundice detection. For this purpose, the study aims to collect data from newborns with a broad range of bilirubin levels and high melanin content in a population in Botswana.

Read the detailed description

Neonatal jaundice is a condition in newborns with elevated levels of the waste product bilirubin, also known as hyperbilirubinemia. It is primarily caused by a combination of the rapid turnover of red blood cells and the immature liver functions in the newborn. Neonatal jaundice affects approximately 60 to 80 % of newborns but is usually self-limiting and harmless. The condition is still potentially dangerous because bilirubin can accumulate in the basal ganglia of the brain, where it can cause permanent brain damage. Such brain damage, better known as kernicterus, can manifest as cerebral palsy, deafness, language difficulty, or in the worst cases, be fatal.

This study will be conducted at a hospital in Botswana, where the study aim to collect data from newborns with a broad range of bilirubin levels and high melanin content.

The investigators hypothesize that the Picterus JP will offer bilirubin level estimates that are highly correlated to bilirubin levels measured in blood samples in a population in Botswana. Following our hypothesis, the short-term goal for this project is to demonstrate that this screening method can be used to identify children with severe neonatal jaundice independent of skin color. Thus, providing a cheaper, patient-friendly, and more readily available means of neonatal jaundice detection.

The study will be a diagnostic accuracy cross-sectional study with quantitative methods of data collection.

The study population will comprise 150 newborns from the Neonatal Unit and the postnatal ward at Princess Marina Hospital, a number determined by a sample size calculation based on standard errors of the 95% limit agreement, as described by Bland and Alman.

The study objective of this study is two-folded. First, to determine the correlation between TSB measurement and Picterus image estimate of serum-bilirubin. Second, to determine the accuracy of the Picterus App used as a screening tool.

Following informed consent, background data such as birth weight, age on examination, gestational age, and type of feeding will be obtained. The skin type of the infant will be classified according to the newborn Neomar's scale score.

Transcutaneous bilirubin estimates will be performed over the sternum of the infant. A Dräger Jaundice Meter JM-105 will be used in this study.

Skin reflectance will be done using a CE-marked portable Konica Minolta spectrophotometer CM-700d. The spectrophotometer readings will be used to adjust the existing algorithm from Picterus to African skin and thereafter bilirubin estimates from the taken images will be determined.

The Picterus calibration card will be fixed in place with a disposable back sticker on the newborn's chest with the hole of the card placed over the infant's sternum. A validated smartphone with Picterus JP will then be used to collect digital images, as shown below. Once the phone is aligned with the card, two sets of 6 images of each newborn will be captured, 3 with flash and 3 without flash. After all the images are obtained, a unique ID will be displayed on the smartphone. This ID will be recorded on the case report forms and later used to pair clinical data and digital images.

A blood sample to determine TSB will be obtained within 60 minutes of obtaining the images and processed at the Department of clinical biochemistry in the hospital laboratory. In addition, TSB will be measured with neonatal bilirubin analyzer Neo-Bil Plus from DAS to assess the quality of the equipment. For the hospital laboratory analysis, 1 ml of blood is required and will be obtained either by venous puncture or heel prick. An additional 10 μl volume of blood will be collected in a heparinized capillary tube for analysis in the Neo-Bil Plus equipment.

The bilirubin estimates from the images taken will be determined. The images will be compared to the TSB, NeoBil and TcB measurements using the Pearson correlation coefficient. Sub-analysis for the different skin colors, gestational ages, days of life, and bilirubin levels will be performed for the TSB and image estimate. Sensitivity and specificity analysis will be calculated for different cut-off values using the ROC analysis. Systematic over- or under-estimation of bilirubin levels will be evaluated using Bland-Altman plots. To avoid bias, the developer of the product - Picterus AS - will not be involved in statistical work-up or even see the raw data.

The results from this study will have relevance for the potential validation of the innovation. Studies demonstrating the tool's potential in a high-burden setting will be necessary for users of the device. This is the first validation study following the study in Uganda. The results of this study will result in a published paper in a peer-reviewed journal. Further, the study's results will be communicated through popular media and seminars in both countries.

02

Conditions studied

  • Neonatal Jaundice
  • Neonatal Hyperbilirubinemia

Keywords

  • mhealth
03

In context

Jaundice, Neonatal

110 studies on the registry are indexed under Jaundice, Neonatal; 28 are open to participants now.

This study's planned enrollment of 150 is close to the median of 150 across 78 interventional studies indexed under Jaundice, Neonatal.

Browse Jaundice, Neonatal studies →

Lead sponsor

Hillerod Hospital, Denmark is the lead sponsor of 27 studies on the registry; 1 is open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
24 Hours to 14 Days
Sexes eligible
All
Accepts healthy volunteers
No

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • Gestational age > 37 weeks
  • Birth weight > 2000 g and \< 4500 g
  • Age > 24 hours and \< 14 days
  • Infants requiring a blood sample for clinically suspected jaundice or other screening

Exclusion criteria

Exclusion Criteria:

  • Infants transferred to the pediatric ward for advanced treatment
  • Infants with a skin rash or other disease that affects the skin where measurements are performed
  • Infants that receive or have received phototherapy in the last 24 hours
  • Infants with an inborn disease
05

Study design

Phase
Not applicable
Primary purpose
Diagnostic
Allocation
Not applicable
Intervention model
Single group
Masking
None (open label)
Enrollment
150 participants (estimated)

Study arms

  • Experimental
    Evaluation of bilirubin estimates in a population in Botswana

    Compare smartphone estimates of total serum bilirubin in the blood to total serum bilirubin determined through a blood sample.

    Device: Picterus App

Interventions

  • DevicePicterus App

    Take a photo off the patient's skin (sternum).

    Also known as: Picterus smartphone app

06

What researchers measure

Primary outcomes

  1. Picterus app estimate

    Estimate of total serum bilirubin in the blood by a smartphone app

    Time frame: Must be performed within 1 hour of blood sample

  2. Total serum bilirubin

    Total serum bilirubin determined by a blood sample

    Time frame: Must be performed within 1 hour of measurement with smartphone app and transcutaneous bilirubinometer

Secondary outcomes

  1. Transcutaneous bilirubin

    Estimate of total serum bilirubin in the blood by a transcuteous bilirubinometer.

    Time frame: Must be performed within 1 hour of blood sample

07

Study locations

1 of 1 sites recruiting
08

References and documents

Study documents

PDFs hosted by the registry, ClinicalTrials.gov.

09

Timeline

Tracking since Sep 25, 2026
ElapsedEstimatedEstimated, not yet reachedSimilar studies: half by the dot; the band is the middle halfHalf of similar studies reached it by the dot; the band is the middle half, from a quarter to three quarters

Started Mar 2023 (actual). Primary completion is estimated for Sep 2024, 18 months after the start.

Of 35 non-industry interventional studies with no phase under Jaundice, Neonatal, half reached primary completion within 12 months of starting (the median), counting those still running; a quarter within 5 and three quarters within 21. This study's planned 18 months is above that.

Counting every sponsor, half of 45 studies reached it within 11 months; a quarter within 5 and three quarters within 21.

How these figures are worked out, and which studies are left out of them.

Registered
Feb 25, 2024
First posted
May 3, 2024
StartActual
Mar 1, 2023
Primary completionEst.
Sep 1, 2024
CompletionEst.
Oct 1, 2024
Last update
May 3, 2024
What these dates mean
Start.
When the first participant enrolled; while estimated, when the study expects to open to recruitment.
Primary completion.
When the last participant was examined or treated to collect data for the study's main question, its primary outcome. A study that stopped early gives the date its data collection stopped.
Completion.
When the last participant's last visit took place, for every outcome, secondary ones and side effects included: the end of the study. Often later than primary completion, sometimes the same day.
Actual and Est.
Actual means the registry says the date has happened. Est. (estimated) is a date the sponsor plans or expects. It can still move, and the sponsor is expected to change it to actual once it has passed.
No changes since tracking began. The registry record was last updated on May 3, 2024, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT06399146
Lead sponsor
Hillerod Hospital, Denmark
Collaborators
Picterus AS
Responsible party
Julie Zimmer (Principal investigator, Hillerod Hospital, Denmark) — Principal investigator
First posted
May 3, 2024
Start date
Mar 1, 2023
Primary completion
Sep 1, 2024 (estimated)
Completion
Oct 1, 2024 (estimated)
Last update
May 3, 2024

Study contacts

Julie Zimmer, stud.med
Contact
juzim@online.no
+4795102393
Britt Nakstad, prof
Contact
britt.nakstad@medisin.uio.no
+4793404858
Bo M Hansen, prof
study chair · Hillerod Hospital, Denmark

Oversight

FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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