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Predictors of Symptomatic Kidney Stone Recurrence After the First and Subsequent Episodes
Lisa E Vaughan1, Felicity T Enders1, John C Lieske2
1Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN.
Mayo Clinic Proceedings
|December 12, 2018
Summary
Predicting kidney stone recurrence is now possible with a new tool that uses patient history and imaging. This helps identify individuals at high risk for future symptomatic kidney stone episodes.
Area of Science:
- Nephrology
- Urology
- Epidemiology
Background:
- Kidney stone recurrence affects a significant portion of the population.
- Predicting recurrence is crucial for effective patient management and prevention strategies.
Purpose of the Study:
- To develop and validate a predictive model for symptomatic kidney stone recurrence in community stone formers.
- To identify key clinical and radiographic factors associated with kidney stone recurrence.
Main Methods:
- A longitudinal cohort study followed 3364 incident kidney stone formers in Olmsted County, Minnesota, from 1984 to 2017.
- Clinical and radiographic data from stone episodes were analyzed to identify predictors of subsequent events.
- A parsimonious prediction model was developed and validated using a C-index corrected for optimism.
Main Results:
- Recurrence rates increased significantly with each subsequent stone episode.
- Independent risk factors for recurrence included younger age, male sex, higher BMI, family history, pregnancy, stone type, and imaging findings.
- The developed model demonstrated good predictive accuracy (C-index corrected for optimism = 0.681).
- The 5-year risk of recurrence varied widely (0.9% to 94%) based on identified risk factors.
Conclusions:
- The revised Recurrence Of Kidney Stone (ROKS) tool effectively predicts symptomatic kidney stone recurrence.
- The tool utilizes readily available clinical characteristics, making it practical for clinical use.
- This prediction tool can aid clinicians in risk stratification and personalized management of kidney stone formers.
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