BiliCam Clinical Validation Study
Study Details
Study Description
Brief Summary
The goal of this study is to assess the accuracy of BiliCam, a non-invasive technology based on analysis of digital images obtained with an app installed on a commercial smartphone, in estimating total serum bilirubin levels in newborns. BiliCam estimated bilirubin levels will be compared to total serum bilirubin levels in up to 225 newborns.
Condition or Disease | Intervention/Treatment | Phase |
---|---|---|
|
Detailed Description
Jaundice, a yellowing of the skin and eyes caused by a build up of bilirubin in the blood, is a common problem in newborn infants. Measurement of total serum bilirubin (TSB) levels is used for clinical decision making. BiliCam is a non-invasive technology used to estimate TSB levels in newborns. With BiliCam, the user obtains digital images of a small portion of a newborn's skin using the BiliCam app installed on a commercial smartphone in a standardized manner. A color calibration card is placed on the baby's sternum to account for varying light conditions. Data on color levels in the photos are used to estimate a bilirubin level.
For the study, paired BiliCam estimated bilirubin (BCB) and TSB levels will be compared on a racially and ethnically diverse sample of newborns. Recruitment will continue until 225 newborns have completed the study.
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
---|---|
Experimental: Newborns Newborns will be enrolled in the study in 2 different ways. At "Staged Enrollment" sites, newborns will be enrolled when they are < 48 hours old. These newborns will have a study visit when they are 48 - 167 hours old. At the study visit, a BCB will be determined and blood will be drawn for study purposes for a TSB level. At "Simultaneous Enrollment" sites, newborns will be enrolled and have a study visit at the time of a blood draw (+/- 2 hours) for a TSB level that is being obtained for clinical purposes. Newborns will be 0-191 hours old. |
Device: BiliCam estimated bilirubin (BCB)
Images will be obtained using the BiliCam app installed on a commercial smartphone and used to calculated a BCB level. The BCB levels will be used for study purposes only and not used for clinical care
|
Outcome Measures
Primary Outcome Measures
- BCB - TSB Correlation [Newborns up to 192 hours old]
Pearson correlation coefficient between paired BCB- TSB measurements
Secondary Outcome Measures
- Intercept of Regression Line [Newborns up to 192 hours old]
The intercept of the regression line of paired BCB TSB values is reported (BCB is the y-axis and TSB is the x-axis).
- Slope of Regression Line [Newborns up to 192 hours old]
The slope of the regression line of paired BCB TSB values is reported (BCB is the y-axis and TSB is the x-axis).
Eligibility Criteria
Criteria
Inclusion Criteria:
-
Newborn born at ≥ 35 weeks gestation
-
Parent speaks and reads English
-
Parent provides written informed consent
Exclusion Criteria:
-
previous or ongoing treatment with phototherapy for hyperbilirubinemia
-
Medical or other complications that preclude completion of the study
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
---|---|---|---|---|---|
1 | Thomas Jefferson University Hopsital | Philadelphia | Pennsylvania | United States | 19017 |
Sponsors and Collaborators
- BiliCam, LLC
- National Institutes of Health (NIH)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD)
Investigators
None specified.Study Documents (Full-Text)
More Information
Publications
None provided.- 52488
- R44HD090778
Study Results
Participant Flow
Recruitment Details | |
---|---|
Pre-assignment Detail |
Arm/Group Title | Newborns |
---|---|
Arm/Group Description | Newborns will be enrolled in the study in 2 different ways. At "Staged Enrollment" sites, newborns will be enrolled when they are < 48 hours old. These newborns will have a study visit when they are 48 - 167 hours old. At the study visit, a BCB will be determined and blood will be drawn for study purposes for a TSB level. At "Simultaneous Enrollment" sites, newborns will be enrolled and have a study visit at the time of a blood draw (+/- 2 hours) for a TSB level that is being obtained for clinical purposes. Newborns will be 0-191 hours old. BiliCam estimated bilirubin (BCB): Images will be obtained using the BiliCam app installed on a commercial smartphone and used to calculated a BCB level. The BCB levels will be used for study purposes only and not used for clinical care |
Period Title: Overall Study | |
STARTED | 203 |
COMPLETED | 150 |
NOT COMPLETED | 53 |
Baseline Characteristics
Arm/Group Title | Newborns |
---|---|
Arm/Group Description | Newborns will be enrolled in the study in 2 different ways. At "Staged Enrollment" sites, newborns will be enrolled when they are < 48 hours old. These newborns will have a study visit when they are 48 - 167 hours old. At the study visit, a BCB will be determined and blood will be drawn for study purposes for a TSB level. At "Simultaneous Enrollment" sites, newborns will be enrolled and have a study visit at the time of a blood draw (+/- 2 hours) for a TSB level that is being obtained for clinical purposes. Newborns will be 0-191 hours old. BiliCam estimated bilirubin (BCB): Images will be obtained using the BiliCam app installed on a commercial smartphone and used to calculated a BCB level. The BCB levels will be used for study purposes only and not used for clinical care |
Overall Participants | 203 |
Age (hours) [Mean (Standard Deviation) ] | |
Mean (Standard Deviation) [hours] |
95.7
(27.6)
|
Sex: Female, Male (Count of Participants) | |
Female |
100
49.3%
|
Male |
103
50.7%
|
Ethnicity (NIH/OMB) (Count of Participants) | |
Hispanic or Latino |
43
21.2%
|
Not Hispanic or Latino |
160
78.8%
|
Unknown or Not Reported |
0
0%
|
Race (NIH/OMB) (Count of Participants) | |
American Indian or Alaska Native |
0
0%
|
Asian |
13
6.4%
|
Native Hawaiian or Other Pacific Islander |
0
0%
|
Black or African American |
61
30%
|
White |
80
39.4%
|
More than one race |
39
19.2%
|
Unknown or Not Reported |
10
4.9%
|
Region of Enrollment (participants) [Number] | |
United States |
203
100%
|
Outcome Measures
Title | BCB - TSB Correlation |
---|---|
Description | Pearson correlation coefficient between paired BCB- TSB measurements |
Time Frame | Newborns up to 192 hours old |
Outcome Measure Data
Analysis Population Description |
---|
Participants who completed study visit and had valid paired TSB-BCB results. There were 3 participants in whom blood was obtained for TSB levels, but no valid measurement was available (1 grossly hemolyzed sample, 1 specimen lost, and 1 specimen not obtained within 2 hours of the BCB level). There were 3 participants in whom a BCB level could not be obtained by the study device. |
Arm/Group Title | Newborns |
---|---|
Arm/Group Description | Newborns will be enrolled in the study in 2 different ways. At "Staged Enrollment" sites, newborns will be enrolled when they are < 48 hours old. These newborns will have a study visit when they are 48 - 167 hours old. At the study visit, a BCB will be determined and blood will be drawn for study purposes for a TSB level. At "Simultaneous Enrollment" sites, newborns will be enrolled and have a study visit at the time of a blood draw (+/- 2 hours) for a TSB level that is being obtained for clinical purposes. Newborns will be 0-191 hours old. BiliCam estimated bilirubin (BCB): Images will be obtained using the BiliCam app installed on a commercial smartphone and used to calculated a BCB level. The BCB levels will be used for study purposes only and not used for clinical care |
Measure Participants | 144 |
Number [correlation coefficient] |
0.82
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Newborns |
---|---|---|
Comments | Bootstrapping with 1000 replications was used to estimate 95% confidence intervals. | |
Type of Statistical Test | Other | |
Comments | ||
Statistical Test of Hypothesis | p-Value | <.001 |
Comments | statistical significance of Pearson correlation coefficient | |
Method | Pearson correlation coefficient | |
Comments | ||
Method of Estimation | Estimation Parameter | Pearson correlation coefficient |
Estimated Value | 0.82 | |
Confidence Interval |
(2-Sided) 95% 0.77 to .87 |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments | Bootstrapping with 1000 replications was used to estimate 95% confidence intervals. |
Title | Intercept of Regression Line |
---|---|
Description | The intercept of the regression line of paired BCB TSB values is reported (BCB is the y-axis and TSB is the x-axis). |
Time Frame | Newborns up to 192 hours old |
Outcome Measure Data
Analysis Population Description |
---|
Participants with valid paired BCB and TSB values |
Arm/Group Title | Newborns |
---|---|
Arm/Group Description | Newborns will be enrolled in the study in 2 different ways. At "Staged Enrollment" sites, newborns will be enrolled when they are < 48 hours old. These newborns will have a study visit when they are 48 - 167 hours old. At the study visit, a BCB will be determined and blood will be drawn for study purposes for a TSB level. At "Simultaneous Enrollment" sites, newborns will be enrolled and have a study visit at the time of a blood draw (+/- 2 hours) for a TSB level that is being obtained for clinical purposes. Newborns will be 0-191 hours old. BiliCam estimated bilirubin (BCB): Images will be obtained using the BiliCam app installed on a commercial smartphone and used to calculated a BCB level. The BCB levels will be used for study purposes only and not used for clinical care |
Measure Participants | 144 |
Number (95% Confidence Interval) [mg/dL] |
4.13
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Newborns |
---|---|---|
Comments | ||
Type of Statistical Test | Other | |
Comments | t-statistic from regression analysis | |
Statistical Test of Hypothesis | p-Value | <.001 |
Comments | ||
Method | Regression, Linear | |
Comments | ||
Method of Estimation | Estimation Parameter | intercept of regression line |
Estimated Value | 4.13 | |
Confidence Interval |
(2-Sided) 95% 3.35 to 4.91 |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Slope of Regression Line |
---|---|
Description | The slope of the regression line of paired BCB TSB values is reported (BCB is the y-axis and TSB is the x-axis). |
Time Frame | Newborns up to 192 hours old |
Outcome Measure Data
Analysis Population Description |
---|
Participants with valid paired BCB and TSB values |
Arm/Group Title | Newborns |
---|---|
Arm/Group Description | Newborns will be enrolled in the study in 2 different ways. At "Staged Enrollment" sites, newborns will be enrolled when they are < 48 hours old. These newborns will have a study visit when they are 48 - 167 hours old. At the study visit, a BCB will be determined and blood will be drawn for study purposes for a TSB level. At "Simultaneous Enrollment" sites, newborns will be enrolled and have a study visit at the time of a blood draw (+/- 2 hours) for a TSB level that is being obtained for clinical purposes. Newborns will be 0-191 hours old. BiliCam estimated bilirubin (BCB): Images will be obtained using the BiliCam app installed on a commercial smartphone and used to calculated a BCB level. The BCB levels will be used for study purposes only and not used for clinical care |
Measure Participants | 144 |
Number (95% Confidence Interval) [slope] |
0.68
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Newborns |
---|---|---|
Comments | ||
Type of Statistical Test | Other | |
Comments | t-statistic from regression analysis | |
Statistical Test of Hypothesis | p-Value | <.001 |
Comments | ||
Method | Regression, Linear | |
Comments | ||
Method of Estimation | Estimation Parameter | Slope |
Estimated Value | 0.68 | |
Confidence Interval |
(2-Sided) 95% 0.60 to 0.76 |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Adverse Events
Time Frame | Adverse events related to the study device through study completion, for an average of 30 minutes | |
---|---|---|
Adverse Event Reporting Description | ||
Arm/Group Title | Newborns | |
Arm/Group Description | Newborns will be enrolled in the study in 2 different ways. At "Staged Enrollment" sites, newborns will be enrolled when they are < 48 hours old. These newborns will have a study visit when they are 48 - 167 hours old. At the study visit, a BCB will be determined and blood will be drawn for study purposes for a TSB level. At "Simultaneous Enrollment" sites, newborns will be enrolled and have a study visit at the time of a blood draw (+/- 2 hours) for a TSB level that is being obtained for clinical purposes. Newborns will be 0-191 hours old. BiliCam estimated bilirubin (BCB): Images will be obtained using the BiliCam app installed on a commercial smartphone and used to calculated a BCB level. The BCB levels will be used for study purposes only and not used for clinical care | |
All Cause Mortality |
||
Newborns | ||
Affected / at Risk (%) | # Events | |
Total | 0/151 (0%) | |
Serious Adverse Events |
||
Newborns | ||
Affected / at Risk (%) | # Events | |
Total | 0/151 (0%) | |
Other (Not Including Serious) Adverse Events |
||
Newborns | ||
Affected / at Risk (%) | # Events | |
Total | 0/151 (0%) |
Limitations/Caveats
More Information
Certain Agreements
Principal Investigators are NOT employed by the organization sponsoring the study.
There IS an agreement between Principal Investigators and the Sponsor (or its agents) that restricts the PI's rights to discuss or publish trial results after the trial is completed.
Results Point of Contact
Name/Title | James Taylor |
---|---|
Organization | BiliCam, LLC |
Phone | 2064194923 |
uncjat@google.com |
- 52488
- R44HD090778