{'fraction_non_alphanumeric': 0.07985257985257985, 'fraction_numerical': 0.08149058149058148, 'mean_word_length': 4.110878661087866, 'pattern_counts': {'":': 0, '<': 4, '<?xml version=': 0, '>': 1, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Predictors of new-onset kidney disease in a community-based population.

CONTEXT
Kidney disease is associated with an increased risk for the development of cardiovascular disease and end-stage renal disease; however, risk factors for kidney disease have not been well studied.


OBJECTIVE
To identify predictors of the development of new-onset kidney disease.


DESIGN, SETTING, AND PARTICIPANTS
A community-based, longitudinal cohort study of 2585 participants who attended both a baseline examination in 1978-1982 and a follow-up examination in 1998-2001, and who were free of kidney disease at baseline.


MAIN OUTCOME MEASURES
Kidney disease was assessed by the Modification of Diet in Renal Disease Study equation and defined by a glomerular filtration rate (GFR) in the fifth or lower percentile (< or =59.25 mL/min per 1.73 m2 in women, < or =64.25 mL/min per 1.73 m2 in men). Stepwise logistic regression was used to determine the impact of risk factors on the occurrence of new-onset kidney disease. Baseline and long-term, 12-year, averaged risk factor models were explored.


RESULTS
At baseline, there were 1223 men and 1362 women, with a mean age of 43 years, who were free of preexisting kidney disease. After a mean follow-up of 18.5 years, 244 participants (9.4%) had developed kidney disease. In multivariable models, baseline age (odds ratio [OR], 2.36 per 10-year increment; 95% confidence interval [CI], 2.00-2.78), GFR (<90 mL/min per 1.73 m2: OR, 3.01; 95% CI, 1.98-4.58; 90-119 mL/min per 1.73 m2: OR, 1.84; 95% CI, 1.16-2.93), body mass index (OR, 1.23 per 1 SD; 95% CI, 1.08-1.41), diabetes (OR, 2.60; 95% CI, 1.44-4.70), and smoking (OR, 1.42; 95% CI, 1.06-1.91) were related to the development of kidney disease. In addition to baseline age and GFR, the long-term, averaged risk factors that were predictive of kidney disease included hypertension (OR, 1.57; 95% CI, 1.17-2.12), high-density lipoprotein cholesterol level (OR, 0.80 per 1 SD; 95% CI, 0.69-0.92), and diabetes (OR, 2.38; 95% CI, 1.45-3.92). Compared with a normal GFR (> or =120 mL/min per 1.73 m2), a mildly reduced GFR (<90 mL/min per 1.73 m2) predicted a 3-fold odds of progression to kidney disease (OR, 2.95; 95% CI, 1.94-4.49).


CONCLUSIONS
Established cardiovascular disease risk factors are associated with the development of new-onset kidney disease. Patients with a mildly reduced GFR should be monitored for progression to kidney disease.