The overall aim of the project is to elucidate the primary bio-psycho-social (BPS) risk factors for albuminuria in youth with type 2 diabetes (T2D) and the mechanisms by which they cause renal injury. The Study aims include: 1. Characterize the primary BPS risk factors associated with prevalent and progressive albuminuria in youth with T2D. 2. Determine individual, family and community level factors that influence biological and psychological risk factors and behaviors (adherence) that could be modified to protect against prevalent and progressive albuminuria. 3. Determine if systemic and renal inflammation is the common pathway through which BPS risk factors lead to albuminuria in youth with T2D. Study Hypotheses include: 1. Biological factors (poor glycemic control and systolic ambulatory hypertension), and psychological and social adversity (stress, mental distress and poverty) are significant predictors of prevalent and progressive albuminuria in youth with T2D. 2. Community and family support will be negatively associated with stress, and a lower risk of both prevalent and progressive albuminuria. 3. Systemic and renal inflammation is the common pathway through which BPS risk factors lead to albuminuria in youth with T2D.
The investigators will conduct a case-control study within a two-year, prospective observational cohort study of 500 prevalent cases of T2D diagnosed \<18 years of age. The investigators will evaluate the primary BPS risk factors associated with prevalent albuminuria using a principal component analysis (PCA) of associations between primary exposure variables at enrollment. After confirming the relevant BPS factors in the PCA analysis, the investigators will utilize a structural equation modeling approach to confirm the developed model.
Study Type
OBSERVATIONAL
Enrollment
500
Children's Hospital Research Institute of Manitoba/University of Manitoba
Winnipeg, Manitoba, Canada
RECRUITINGPersistent Albuminuria
Persistent albuminuria Definition: 1. Albumin:creatine (ACR) \> 3.0mg/mmol in at least two urine samples within 6 months at least 1 month apart. 2. ACR \> 3.0mg/mmol with a timed overnight urine or first am urine collection.
Time frame: 2 years
Change in albumin excretion over time.
Change in albumin excretion over 2 years. The change in albumin:creatinine ratio, treated as a continuous outcome measure was selected as a valid evaluation of progression of renal injury over time.
Time frame: 2 years
Change in estimated glomerular filtration rate (eGFR) over time.
This outcome will be exploratory as significant changes are not expected during a 2-year follow-up period. However, as GFR reflects actual kidney function, this outcome will become increasingly important as chronic kidney disease (CKD) progresses in the cohort over time. GFR will be determined with serum creatinine measurements, utilizing a new eGFR formula for overweight youth, which have been validated utilizing iohexol GFR data from the initial cohort. eGFR will be calculated with the iCARE equation. This equation was previously validated for use in the iCARE cohort.
Time frame: 2 years
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