1. Identification of young adults at risk of an accelerated loss of kidney function in an area affected by Mesoamerican nephropathy
- Author
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Ben Caplin, Marvin Gonzalez-Quiroz, Dorothea Nitsch, Neil Pearce, and Evangelia-Theano Smpokou
- Subjects
Male ,Nephrology ,Endemic Diseases ,030232 urology & nephrology ,Nicaragua ,Chronic kidney disease of unknown aetiology ,030204 cardiovascular system & hematology ,Kidney ,Kidney Function Tests ,lcsh:RC870-923 ,chemistry.chemical_compound ,0302 clinical medicine ,Surveys and Questionnaires ,ROC ,biology ,Serum creatinine ,uNGAL ,Area Under Curve ,Creatinine ,Disease Progression ,Research Article ,Glomerular Filtration Rate ,Adult ,Risk ,medicine.medical_specialty ,Adolescent ,Renal function ,Mesoamerican nephropathy ,Young Adult ,03 medical and health sciences ,Kidney function status ,Lipocalin-2 ,Internal medicine ,medicine ,Albuminuria ,Humans ,Cystatin C ,Renal Insufficiency, Chronic ,Receiver operating characteristic ,business.industry ,medicine.disease ,lcsh:Diseases of the genitourinary system. Urology ,Confidence interval ,ROC Curve ,chemistry ,biology.protein ,business ,Prediction ,Follow-Up Studies ,Kidney disease - Abstract
Background After two-years of follow-up of 263 apparently healthy 18- to 30-year-old men in communities affected by Mesoamerican nephropathy (MeN), we identified three distinct case groups: a subgroup with (i) established renal dysfunction (case-group 1); individuals with (ii) a rapid decline in kidney function (case-group 2); and individuals with (iii) stable kidney function (non-cases). This paper investigates whether local tests are potentially useful for the timely identification of these case groups. Methods Creatinine levels were measured in local laboratories every six months for two years. Aliquots were sent to a centralized laboratory for measurements of cystatin C and creatinine levels. We investigated agreement between the locally and centrally measured creatinine-based Chronic Kidney disease Epidemiology Collaboration (CKD-EPI) equation for estimating the Glomerular Filtration Rate (eGFR). A logistic regression analysis was used to assess predictive factors for case groups 1 and 2 compared to non-cases. Predictive variables were locally measured eGFR, and urinary neutrophil gelatinase-associated lipocalin (uNGAL) levels. The discrimination performance of the model was assessed using the area under the receiver operating characteristic curve (AUC). Results Considerable variation in local eGFR measurements was observed. The prediction model for case-group 1 included baseline kidney function and with or without uNGAL (AUC = 0.98, 95% confidence interval (CI), 0.91–1.00). The prediction model for case-group 2 also required eGFRScr at six and twelve months after baseline, with or without uNGAL levels (AUC = 0.88; 95% CI 0.80–0.99). Conclusions Established renal dysfunction was detected at a single time point using local measurements and uNGAL. For the detection of a rapid decline in kidney function over time, at least 2 more measurements at six and twelve months are needed. Electronic supplementary material The online version of this article (10.1186/s12882-018-1193-x) contains supplementary material, which is available to authorized users.
- Published
- 2019
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