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Derivation of paediatric blood pressure percentiles from electronic health records
Mark M Mitsnefes1, Mitchell Maltenfort2, Michelle R Denburg3
1Cincinnati Children's Hospital Medical Center, Department of Pediatrics, University of Cincinnati, OH, USA.
Insights
Real-world electronic health records (EHR) provide feasible data for generating pediatric blood pressure (BP) percentiles. These derived BP percentiles show excellent agreement with current clinical practice guidelines, supporting their use in child health.
Area of Science:
- Pediatric Health
- Biostatistics
- Health Informatics
Background:
- Accurate blood pressure (BP) monitoring in children requires reliable normative data.
- Current methods for establishing pediatric BP percentiles may not fully reflect real-world clinical practice.
- Electronic Health Records (EHR) offer a potential source for large-scale, real-world clinical data.
Purpose of the Study:
- To assess the feasibility of using real-world office BP data from EHRs.
- To generate age-, sex-, and height-specific BP percentiles for children using EHR data.
- To compare these newly generated BP percentiles with existing guidelines.
Main Methods:
- Utilized a large dataset from eight children's healthcare organizations (PEDSnet) spanning 2009-2021.
- Applied a mixed-effects polynomial regression model with random slopes to generate Z-scores and BP percentiles.
- Compared generated percentiles against the 2017 American Academy of Paediatrics (AAP) Clinical Practice Guidelines (CPG).
Main Results:
- A study sample of 292,412 children (ages 3-17) with 1,085,083 BP measurements was analyzed.
- PEDSnet systolic BP percentiles were slightly higher (1-4 mmHg) than AAP CPG values, particularly in younger children.
- Diastolic BP percentiles showed higher values in younger children and lower values (1-3 mmHg) from age 7 onwards compared to AAP CPG.
- Excellent agreement (Cohen's Kappa 0.90) was found for systolic BP, and substantial agreement (0.66) for diastolic BP.
Conclusions:
- Real-world EHR data is a viable source for generating pediatric BP percentiles.
- The generated BP percentiles demonstrate consistency with current clinical practice guidelines.
- This approach supports the use of EHR data for updating and refining pediatric BP management standards.
Background:
Identification of abnormal blood pressure (BP) in children requires normative data. We sought to examine the feasibility of using "real-world" office BP data obtained from electronic health records (EHR) to generate age-, sex- and height-specific BP percentiles for children.
Methods:
Using data collected 01/01/2009-8/31/2021 from eight large children's healthcare organisations in PEDSnet, we applied a mixed-effects polynomial regression model with random slopes to generate Z-scores and BP percentiles and compared them with currently used normative BP distributions published in the 2017 American Academy of Paediatrics (AAP) Clinical Practise Guidelines (CPG).
Findings:
We identified a study sample of 292,412 children (1,085,083 BP measurements), ages 3-17 years (53% female), with no chronic medical conditions, who were not overweight/obese and who were primarily seen for general paediatric care in outpatient settings. Approximately 45,000-75,000 children contributed data to each age category. The PEDSnet systolic BP percentile values were 1-4 mmHg higher than AAP CPG BP values across age-sex-height groups, with larger differences observed in younger children. Diastolic BP values were also higher in younger children; starting with age 7 years, diastolic BP percentile values were 1-3 mmHg lower than AAP CPG values. Cohen's Kappa was 0.90 for systolic BP, 0.66 for diastolic BP, and 0.80 overall indicating excellent agreement between PEDSnet and 2017 AAP CPG data for systolic BP and substantial agreement for diastolic BP.
Interpretation:
Our analysis indicates that real-word EHR data can be used to generate BP percentiles consistent with current clinical practise on BP management in children.
Funding:
Funding for this work was provided by the Preserving Kidney Function in Children with Chronic Kidney Disease (PRESERVE) study; Patient-Centred Outcomes Research Institute (PCORI) RD-2020C2020338 (Principal Investigator: Dr. Forrest; Co-Principal Investigator: Dr. Denburg).
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