TY - JOUR
T1 - Population-level detection of early loss of kidney function
T2 - 7-year follow-up of a young adult cohort at risk of Mesoamerican nephropathy
AU - Gonzalez-Quiroz, Marvin
AU - Heggeseth, Brianna
AU - Camacho, Armando
AU - Oomatia, Amin
AU - Al-Rashed, Ali M.
AU - Zhang, Yixuan
AU - McCreight, Alexander
AU - Jewell, Nicholas
AU - Aragon, Aurora
AU - Nitsch, Dorothea
AU - Pearce, Neil
AU - Caplin, Ben
N1 - Publisher Copyright:
© The Author(s) 2023. Published by Oxford University Press on behalf of the International Epidemiological Association.
PY - 2024/2/1
Y1 - 2024/2/1
N2 - Background: Mesoamerican nephropathy is a leading contributor to premature mortality in Central America. Efforts to identify the cause are hampered by difficulties in distinguishing associations with potential initiating factors from common exposures thought to exacerbate the progression of all forms of established chronic kidney disease (CKD). We explored evidence of disease onset or departure from the healthy estimated glomerular filtration rate distribution [departure from ~eGFR(healthy)] in an at-risk population. Methods: Two community-based cohorts (adults aged 18–30 years, n ¼ 351 and 420) from 11 rural communities in Northwest Nicaragua were followed up over 7 and 3 years respectively. We examined associations with both (i) incident CKD and (ii) the time point of departure from ~eGFR(healthy), using a hidden Markov model. Results: CKD occurred in men only (male incidence rate: 0.7%/year). Fifty-three (out of 1878 visits, 2.7%) and 8 (out of 1067 visits, 0.8%) episodes of probable departure from ~eGFR(healthy) occurred in men and women, respectively. Cumulative time in sugarcane work and symptoms of excess occupational sun exposure were associated with incident CKD. The same exposures were associated with probability of departure from ~eGFR(healthy) in time-updated analyses along with measured and self-reported weight loss, nausea, vomiting and cramps, as well as non-steroidal anti-inflammatory drug use. Conclusions: CKD burden in this population is high and risk factors for established disease are occupational. Additionally, a syndrome suggesting an alternative exposure is associated with evidence of disease onset supporting a possible separate unknown initiating factor for which further investigation is needed. Interventions to reduce the impact of occupational risks should be pursued meanwhile.
AB - Background: Mesoamerican nephropathy is a leading contributor to premature mortality in Central America. Efforts to identify the cause are hampered by difficulties in distinguishing associations with potential initiating factors from common exposures thought to exacerbate the progression of all forms of established chronic kidney disease (CKD). We explored evidence of disease onset or departure from the healthy estimated glomerular filtration rate distribution [departure from ~eGFR(healthy)] in an at-risk population. Methods: Two community-based cohorts (adults aged 18–30 years, n ¼ 351 and 420) from 11 rural communities in Northwest Nicaragua were followed up over 7 and 3 years respectively. We examined associations with both (i) incident CKD and (ii) the time point of departure from ~eGFR(healthy), using a hidden Markov model. Results: CKD occurred in men only (male incidence rate: 0.7%/year). Fifty-three (out of 1878 visits, 2.7%) and 8 (out of 1067 visits, 0.8%) episodes of probable departure from ~eGFR(healthy) occurred in men and women, respectively. Cumulative time in sugarcane work and symptoms of excess occupational sun exposure were associated with incident CKD. The same exposures were associated with probability of departure from ~eGFR(healthy) in time-updated analyses along with measured and self-reported weight loss, nausea, vomiting and cramps, as well as non-steroidal anti-inflammatory drug use. Conclusions: CKD burden in this population is high and risk factors for established disease are occupational. Additionally, a syndrome suggesting an alternative exposure is associated with evidence of disease onset supporting a possible separate unknown initiating factor for which further investigation is needed. Interventions to reduce the impact of occupational risks should be pursued meanwhile.
KW - Chronic kidney disease of undetermined cause
KW - chronic kidney disease of non-traditional cause
KW - hidden Markov modelling
UR - http://www.scopus.com/inward/record.url?scp=85184834437&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85184834437&partnerID=8YFLogxK
U2 - 10.1093/ije/dyad151
DO - 10.1093/ije/dyad151
M3 - Article
C2 - 37930052
AN - SCOPUS:85184834437
SN - 0300-5771
VL - 53
JO - International Journal of Epidemiology
JF - International Journal of Epidemiology
IS - 1
M1 - dyad151
ER -