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Published on: September 20, 2024
C-Reactive Protein Trajectories by Summary Metric Across the Coronavirus-2019 Period: A 16-Year Interrupted
Jeong Su Han1, Bo Kyeung Jung2, Jae-Sik Jeon1
1Department of Biomedical Laboratory Science, College of Health Sciences, Dankook University, Cheonan-si 31116, Republic of Korea.
Insights
Summarizing C-reactive protein (CRP) trends with a single mean is unclear. Different CRP measures showed varied long-term patterns and post-2020 changes, suggesting shifts missed by simple mean surveillance.
Area of Science:
- Clinical Chemistry
- Laboratory Medicine
- Biostatistics
Background:
- The clinical utility of summarizing long-term C-reactive protein (CRP) trends using a single mean is not well-established.
- Understanding annual changes in CRP test volume and CRP level distributions is crucial, especially across significant public health events like the COVID-19 pandemic.
Purpose of the Study:
- To systematically characterize annual changes in CRP test volume and CRP level distributions.
- To evaluate long-term trends and temporal changes in CRP levels around the COVID-19 pandemic period using laboratory data.
Main Methods:
- Analysis of 1,845,258 CRP values from Dankook University Hospital (2008-2023).
- Calculation of annual arithmetic, harmonic, and geometric means.
- Application of weighted least squares (WLS) regression and interrupted time-series (ITS) models to assess trends and pandemic-related shifts.
Main Results:
- Annual CRP test volume fluctuated, with a notable drop in 2020.
- The arithmetic mean showed no long-term trend, while harmonic and geometric means declined.
- ITS models revealed no immediate significant shift in 2020, but post-2020 slope changes indicated a decline in the arithmetic mean and an attenuated decline in the harmonic mean.
Conclusions:
- Different CRP summary measures exhibit distinct long-term patterns and post-2020 trend modifications.
- No abrupt shift in CRP levels was observed in 2020, suggesting stratum-specific changes potentially missed by arithmetic mean surveillance.
- Findings are institution-specific and require multicenter validation for broader implications.
Abstract:
Background/Objectives: The clinical utility of summarizing long-term C-reactive protein (CRP) trends with a single mean remains unclear. We systematically characterized annual changes in CRP test volume and CRP level distributions using large-scale laboratory data collected at Dankook University Hospital (2008-2023) across the coronavirus 2019 pandemic period. Methods: Overall, 1,845,258 CRP values were analyzed; annual arithmetic, harmonic, and geometric means were calculated; long-term trends were assessed using weighted least squares (WLS) regression weighted by annual test volume; and temporal changes around the pandemic period were examined using a WLS-based interrupted time-series (ITS) segmented model with a prespecified 2020 break. Results: The annual test volume rose from 2008 to 2013 and 2019, dropped in 2020, increased in 2022, and declined in 2023. The arithmetic mean showed no long-term trend, whereas the harmonic and geometric means declined. ITS models exhibited no statistically significant immediate level-change term in 2020; however, post-2020 slope changes indicated a decline in the arithmetic mean and attenuation of the prior decline in the harmonic mean. As only four annual observations were available after 2020, these post-2020 trend estimates should be interpreted cautiously. Conclusions: Within this single-center tertiary-care dataset, different CRP summary measures showed different long-term patterns and post-2020 trend changes, without evidence of an abrupt shift in 2020, suggesting stratum-specific shifts that may be invisible to arithmetic mean-based surveillance. These findings are best interpreted as institution-specific and hypothesis-generating, and broader interpretive or operational implications require validation in multicenter settings with differing case-mix and care structures.
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