TY - JOUR
T1 - Trajectories of eGFR decline over a four year period in an Indigenous Australian population at high risk of CKD-the eGFR follow up study
AU - Barzi, Federica
AU - Jones, Graham R.D.
AU - Hughes, Jaquelyne T.
AU - Lawton, Paul D.
AU - Hoy, Wendy
AU - O'Dea, Kerin
AU - Jerums, George
AU - MacIsaac, Richard J.
AU - Cass, Alan
AU - Maple-Brown, Louise J.
PY - 2018/3
Y1 - 2018/3
N2 - Being able to estimate kidney decline accurately is particularly important in Indigenous Australians, a population at increased risk of developing chronic kidney disease and end stage kidney disease. The aim of this analysis was to explore the trend of decline in estimated glomerular filtration rate (eGFR) over a four year period using multiple local creatinine measures, compared with estimates derived using centrally-measured enzymatic creatinine and with estimates derived using only two local measures. Method: The eGFR study comprised a cohort of over 600 Aboriginal Australian participants recruited from over twenty sites in urban, regional and remote Australia across five strata of health, diabetes and kidney function. Trajectories of eGFR were explored on 385 participants with at least three local creatinine records using graphical methods that compared the linear trends fitted using linear mixed models with non-linear trends fitted using fractional polynomial equations. Temporal changes of local creatinine were also characterized using group-based modelling. Analyses were stratified by eGFR (< 60; 60–89; 90–119 and ≥ 120 ml/min/1.73 m2) and albuminuria categories (< 3 mg/mmol; 3–30 mg/mmol; > 30 mg/mmol). Results: Mean age of the participants was 48 years, 64% were female and the median follow-up was 3 years. Decline of eGFR was accurately estimated using simple linear regression models and locally measured creatinine was as good as centrally measured creatinine at predicting kidney decline in people with an eGFR < 60 and an eGFR 60–90 ml/min/1.73 m2 with albuminuria. Analyses showed that one baseline and one follow-up locally measured creatinine may be sufficient to estimate short term (up to four years) kidney function decline. The greatest yearly decline was estimated in those with eGFR 60–90 and macro-albuminuria: −6.21 (−8.20, −4.23) ml/min/1.73 m2. Conclusion: Short term estimates of kidney function decline can be reliably derived using an easy to implement and simple to interpret linear mixed effect model. Locally measured creatinine did not differ to centrally measured creatinine, thus is an accurate cost-efficient and timely means to monitoring kidney function progression.
AB - Being able to estimate kidney decline accurately is particularly important in Indigenous Australians, a population at increased risk of developing chronic kidney disease and end stage kidney disease. The aim of this analysis was to explore the trend of decline in estimated glomerular filtration rate (eGFR) over a four year period using multiple local creatinine measures, compared with estimates derived using centrally-measured enzymatic creatinine and with estimates derived using only two local measures. Method: The eGFR study comprised a cohort of over 600 Aboriginal Australian participants recruited from over twenty sites in urban, regional and remote Australia across five strata of health, diabetes and kidney function. Trajectories of eGFR were explored on 385 participants with at least three local creatinine records using graphical methods that compared the linear trends fitted using linear mixed models with non-linear trends fitted using fractional polynomial equations. Temporal changes of local creatinine were also characterized using group-based modelling. Analyses were stratified by eGFR (< 60; 60–89; 90–119 and ≥ 120 ml/min/1.73 m2) and albuminuria categories (< 3 mg/mmol; 3–30 mg/mmol; > 30 mg/mmol). Results: Mean age of the participants was 48 years, 64% were female and the median follow-up was 3 years. Decline of eGFR was accurately estimated using simple linear regression models and locally measured creatinine was as good as centrally measured creatinine at predicting kidney decline in people with an eGFR < 60 and an eGFR 60–90 ml/min/1.73 m2 with albuminuria. Analyses showed that one baseline and one follow-up locally measured creatinine may be sufficient to estimate short term (up to four years) kidney function decline. The greatest yearly decline was estimated in those with eGFR 60–90 and macro-albuminuria: −6.21 (−8.20, −4.23) ml/min/1.73 m2. Conclusion: Short term estimates of kidney function decline can be reliably derived using an easy to implement and simple to interpret linear mixed effect model. Locally measured creatinine did not differ to centrally measured creatinine, thus is an accurate cost-efficient and timely means to monitoring kidney function progression.
KW - Chronic kidney disease
KW - Estimated glomerular filtration rate
KW - Estimated trajectory
KW - INDIGENOUS Australian people
UR - http://www.scopus.com/inward/record.url?scp=85041927655&partnerID=8YFLogxK
UR - http://purl.org/au-research/grants/NHMRC/1021460
UR - http://purl.org/au-research/grants/NHMRC/631947
UR - http://purl.org/au-research/grants/NHMRC/1016612
UR - http://purl.org/au-research/grants/NHMRC/545202
UR - http://purl.org/au-research/grants/NHMRC/605837
UR - http://purl.org/au-research/grants/NHMRC/1078477
UR - http://purl.org/au-research/grants/NHMRC/1092576
UR - http://purl.org/au-research/grants/NHMRC/1038721
UR - http://purl.org/au-research/grants/NHMRC/1054312
UR - http://purl.org/au-research/grants/NHMRC/1079502
U2 - 10.1016/j.clinbiochem.2018.01.011
DO - 10.1016/j.clinbiochem.2018.01.011
M3 - Article
C2 - 29366878
AN - SCOPUS:85041927655
SN - 0009-9120
VL - 53
SP - 58
EP - 64
JO - Clinical Biochemistry
JF - Clinical Biochemistry
ER -