Meredith C. Foster

Overweight, Obesity, and the Development of Stage 3 CKD: The Framingham Heart Study

BACKGROUND Prior research yielded conflicting results about the magnitude of the association between body mass index (BMI) and chronic kidney disease (CKD). STUDY DESIGN Prospective cohort study. SETTINGS & PARTICIPANTS Framingham Offspring participants (n = 2,676; 52% women; mean age, 43 years) free of stage 3 CKD at baseline who participated in examination cycles 2 (1978-1981) and 7 (1998-2001). PREDICTOR BMI. OUTCOME Stage 3 CKD (estimated glomerular filtration rate < 59 mL/min/1.73 m(2) for women and < 64 mL/min/1.73 m(2) for men). MEASUREMENTS Age-, sex-, and multivariable-adjusted (diabetes, systolic blood pressure, hypertension treatment, current smoking status, and high-density lipoprotein cholesterol level) logistic regression models were used to examine the relationship between BMI at baseline and incident stage 3 CKD and incident dipstick proteinuria (trace or greater). RESULTS At baseline, 36% of the sample was overweight and 12% was obese; 7.9% (n = 212) developed stage 3 CKD during 18.5 years of follow-up. Relative to participants with normal BMI, there was no association between overweight individuals and stage 3 CKD incidence in age- and sex-adjusted models (odds ratio [OR], 1.29; 95% confidence interval [CI], 0.93 to 1.81; P = 0.1) or multivariable models (OR, 1.06; 95% CI, 0.75 to 1.50; P = 0.8). Obese individuals had a 68% increased odds of developing stage 3 CKD (OR, 1.68; 95% CI, 1.10 to 2.57; P = 0.02), which became nonsignificant in multivariable models (OR, 1.09; 95% CI, 0.69 to 1.73; P = 0.7). Similar findings were observed when BMI was modeled as a continuous variable or quartiles. Incident proteinuria occurred in 14.4%; overweight and obese individuals were at increased odds of proteinuria in multivariable models (OR, 1.43; 95% CI, 1.09 to 1.88; OR, 1.56; 95% CI, 1.08 to 2.26, respectively). LIMITATIONS BMI is measure of generalized obesity and not abdominal obesity. Participants are predominantly white, and these findings may not apply to different ethnic groups. CONCLUSIONS Obesity is associated with increased risk of developing stage 3 CKD, which was no longer significant after adjustment for known cardiovascular disease risk factors. The relationship between obesity and stage 3 CKD may be mediated through cardiovascular disease risk factors.

Genome-wide association for abdominal subcutaneous and visceral adipose reveals a novel locus for visceral fat in women

Body fat distribution, particularly centralized obesity, is associated with metabolic risk above and beyond total adiposity. We performed genome-wide association of abdominal adipose depots quantified using computed tomography (CT) to uncover novel loci for body fat distribution among participants of European ancestry. Subcutaneous and visceral fat were quantified in 5,560 women and 4,997 men from 4 population-based studies. Genome-wide genotyping was performed using standard arrays and imputed to ∼2.5 million Hapmap SNPs. Each study performed a genome-wide association analysis of subcutaneous adipose tissue (SAT), visceral adipose tissue (VAT), VAT adjusted for body mass index, and VAT/SAT ratio (a metric of the propensity to store fat viscerally as compared to subcutaneously) in the overall sample and in women and men separately. A weighted z-score meta-analysis was conducted. For the VAT/SAT ratio, our most significant p-value was rs11118316 at LYPLAL1 gene (p = 3.1×10E-09), previously identified in association with waist–hip ratio. For SAT, the most significant SNP was in the FTO gene (p = 5.9×10E-08). Given the known gender differences in body fat distribution, we performed sex-specific analyses. Our most significant finding was for VAT in women, rs1659258 near THNSL2 (p = 1.6×10-08), but not men (p = 0.75). Validation of this SNP in the GIANT consortium data demonstrated a similar sex-specific pattern, with observed significance in women (p = 0.006) but not men (p = 0.24) for BMI and waist circumference (p = 0.04 [women], p = 0.49 [men]). Finally, we interrogated our data for the 14 recently published loci for body fat distribution (measured by waist–hip ratio adjusted for BMI); associations were observed at 7 of these loci. In contrast, we observed associations at only 7/32 loci previously identified in association with BMI; the majority of overlap was observed with SAT. Genome-wide association for visceral and subcutaneous fat revealed a SNP for VAT in women. More refined phenotypes for body composition and fat distribution can detect new loci not previously uncovered in large-scale GWAS of anthropometric traits.

Fatty Kidney, Hypertension, and Chronic Kidney Disease The Framingham Heart Study

Ectopic fat depots may mediate local and systemic disease. Animal models of diet-induced obesity demonstrate increased fat accumulation in the renal sinus. The association of renal sinus fat with hypertension, chronic kidney disease, and other metabolic disorders has not been studied in a large, community-based sample. Participants from the Framingham Heart Study (n=2923; mean age: 54 years; 51% women) underwent quantification of renal sinus fat area using computed tomography. High renal sinus fat (“fatty kidney”) was defined using sex-specific 90th percentiles in a healthy referent subsample. Multivariable linear and logistic regression was used to model metabolic risk factors as a function of fatty kidney and log-transformed renal sinus fat. Multivariable models were adjusted for age, sex, and outcome-specific covariates and then additionally adjusted for body mass index or abdominal visceral adipose tissue. The prevalence of fatty kidney was 30.1% (n=879). Individuals with fatty kidney had a higher odds ratio (OR) of hypertension (OR: 2.12; P<0.0001), which persisted after adjustment for body mass index (OR: 1.49; P<0.0001) or visceral adipose tissue (OR: 1.24; P=0.049). Fatty kidney was also associated with an increased OR for chronic kidney disease (OR: 2.30; P=0.005), even after additionally adjusting for body mass index (OR: 1.86; P=0.04) or visceral adipose tissue (OR: 1.86; P=0.05). We observed no association between fatty kidney and diabetes mellitus after adjusting for visceral adipose tissue. In conclusion, fatty kidney is a common condition that is associated with an increased risk of hypertension and chronic kidney disease. Renal sinus fat may play a role in blood pressure regulation and chronic kidney disease.

APOL1 Variants Associate with Increased Risk of CKD among African Americans

Although case-control studies suggest that African Americans with common coding variants in the APOL1 gene are 5-29 times more likely than those individuals without such variants to have focal segmental glomerulosclerosis, HIV-associated nephropathy, or ESRD, prospective studies have not yet evaluated the impact of these variants on CKD in a community-based sample of African Americans. Here, we studied whether the APOL1 G1 and G2 risk alleles associate with the development of CKD and progression to ESRD by analyzing data from 3067 African Americans in the Atherosclerosis Risk in Communities Study who did not have CKD at baseline. Carrying two risk alleles associated with a 1.49-fold increased risk of CKD (95% CI=1.02 to 2.17) and a 1.88-fold increased risk of ESRD (95% CI=1.20 to 2.93) compared with zero or one risk allele; associations persisted after adjusting for European ancestry. Among participants who developed CKD, those participants with two risk alleles were more likely to progress to ESRD than their counterparts with zero or one risk allele (HR=2.22, 95% CI=1.01 to 4.84). In conclusion, APOL1 risk variants are risk factors for the development of CKD and progression from CKD to ESRD among African Americans in the general population.

Elemental composition of secretory granules in pancreatic islets of Langerhans

We have characterized, by electron probe microanalysis, rapidly frozen cultured rat islets at the level of individual secretory granules. Elemental analysis of thin, dried cryosections showed that beta granules could be distinguished by high Zn, Ca, and S, whereas non-beta (mainly alpha) granules contained elevated P and Mg. Although a single granule type predominated in a particular cell, some rebel granules were found in A cells that had the compositional fingerprint of B cell granules. Zn, which was found in millimolar concentrations in B cell granules, was considered a marker for the insulin storage complex. The data indicate that non-B islet cells in the adult pancreas may produce insulin-containing organelles and that, when glucagon and insulin are coexpressed, these hormones are packaged in separate granules.

Liver fat is reproducibly measured using computed tomography in the Framingham Heart Study

Background and Aims:  Fatty liver is the hepatic manifestation of obesity, but community‐based assessment of fatty liver among unselected patients is limited. We sought to determine the feasibility of and optimal protocol for quantifying fat content in the liver in the Framingham Heart Study using multidetector computed tomography (MDCT) scanning.

Trends in the prevalence of reduced GFR in the United States: A comparison of creatinine- and cystatin c-based estimates

BACKGROUND The US prevalence of reduced estimated glomerular filtration rate (eGFR) based on serum creatinine level increased during the decade ending in 2002. National Health and Nutrition Examination Survey (NHANES) cystatin C measurements recently were calibrated to the international standard, allowing for an independent test of the trend in prevalence of reduced eGFR using cystatin C level. STUDY DESIGN Cross-sectional surveys performed during 2 periods. SETTING & PARTICIPANTS Nationally representative subsamples of adult participants from NHANES III (1988-1994) and the NHANES 1999-2002 surveys. PREDICTOR Survey period. OUTCOMES Prevalence of reduced GFR, defined as eGFR <60 mL/min/1.73 m² based on levels of serum creatinine, cystatin C, or both (eGFRcr, eGFRcys, and eGFRcr-cys), using estimating equations developed by the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI). MEASUREMENTS Serum cystatin C level, measured from stored samples in 2006, calibrated to the international standard in 2012. RESULTS Between 1988-1994 and 1999-2002, the prevalence of reduced eGFRcr, eGFRcys, and eGFRcr-cys increased from 4.7% (95% CI, 4.1%-5.3%) to 6.5% (95% CI, 5.9%-7.1%) (P < 0.001), from 5.5% (95% CI, 4.6%-6.5%) to 8.7% (95% CI, 7.5%-10.0%) (P < 0.001), and from 4.4% (95% CI, 3.7%-5.2%) to 7.1% (95% CI, 6.2%-8.0%) (P < 0.001), respectively. The higher prevalence of reduced GFR in the later period was observed in all subgroups of age, race, sex, and GFR categories. After adjusting for changes in the US population by age, sex, race, diabetes, hypertension, and body mass index, prevalence ratios of reduced GFR in the later versus earlier survey were 1.24 (95% CI, 1.09-1.45), 1.34 (95% CI, 1.15-1.67), and 1.33 (95% CI, 1.17-1.65) using eGFRcr, eGFRcys, and eGFRcr-cys, respectively. LIMITATIONS Likely underascertainment of persons with GFR <15 mL/min/1.73 m²; GFR was estimated and not measured; comparability of laboratory assays based on a calibration subsample. CONCLUSIONS The prevalence of reduced eGFRcys in the US civilian noninstitutionalized population increased between 1988-1994 and 1999-2002, confirming the increase observed in the prevalence of reduced eGFRcr.

Association of Subcutaneous and Visceral Adiposity With Albuminuria: The Framingham Heart Study

Microalbuminuria is a common condition associated with increased incidence of cardiovascular events and mortality. Abdominal obesity is associated with microalbuminuria, but studies linking visceral adipose tissue (VAT) and microalbuminuria are limited. Our objective was to determine the associations of albuminuria with VAT and subcutaneous adipose tissue (SAT). We performed a cross‐sectional study in the Framingham Multi‐Detector Computed Tomography (MDCT) cohort (n = 3,099, 48.2% women, mean age 53 years). VAT and SAT volumes were measured using computed tomography. Urinary albumin‐to‐creatinine ratio (UACR) was calculated from spot urine samples. Microalbuminuria was defined as a UACR >25 mg/g in women or >17 mg/g in men. Overall, 7.9% (n = 244) of the sample had microalbuminuria. Among men, VAT (odds ratio (OR) 1.48 per s.d., P < 0.0001) and SAT (OR 1.37 per s.d., P = 0.0002) were associated with microalbuminuria in minimally adjusted models, which remained significant after multivariable adjustment (VAT OR 1.34 per s.d., P = 0.001; SAT OR 1.28 per s.d., P = 0.005). Additionally, when considered jointly, VAT (P = 0.002) but not SAT (P = 0.2) was associated with microalbuminuria. In women, VAT was associated with microalbuminuria after minimal adjustment (OR 1.28, P = 0.01), but not after multivariable adjustment (OR 1.03, P = 0.8). In multivariable models in women, SAT was associated with a decreased odds of having microalbuminuria (OR 0.75 per s.d., P = 0.03). In conclusion, VAT is associated with microalbuminuria in men but not women. Albuminuria may be a manifestation of visceral adiposity.

GFR Estimation Using β-Trace Protein and β2-Microglobulin in CKD

BACKGROUND β-Trace protein (BTP) and β2-microglobulin (B2M) are novel glomerular filtration markers that have stronger associations with adverse outcomes than creatinine. Comparisons of BTP and B2M to creatinine and cystatin C are limited by the absence of rigorously developed glomerular filtration rate (GFR) estimating equations for the novel markers. STUDY DESIGN Study of diagnostic test accuracy. SETTING & PARTICIPANTS Pooled database of 3 populations with chronic kidney disease (CKD) with mean measured GFR of 48 mL/min/1.73 m2 (N=3,551; MDRD [Modification of Diet in Renal Disease] Study, AASK [African American Study of Kidney Disease and Hypertension], and CRIC [Chronic Renal Insufficiency Cohort] Study). INDEX TESTS GFR estimated using creatinine, cystatin C, BTP, or B2M level. REFERENCE TEST GFR measured as the urinary clearance of iothalamate. RESULTS For BTP and B2M, coefficients for age, sex, and race were smaller than for creatinine and were similar or smaller than for cystatin C. For B2M, coefficients for sex, age, and race were smaller than for creatinine and were similar (age and race) or smaller (sex) than for cystatin C. The final equations with BTP (BTP, age, and sex) or B2M (B2M alone) were less accurate than either the CKD-EPI (CKD Epidemiology Collaboration) creatinine or cystatin C equations. The combined BTP-B2M equation (BTP and B2M alone) had similar accuracy to the CKD-EPI creatinine or cystatin C equation. The average of the BTP-B2M equation and the CKD-EPI creatinine-cystatin C equation was not more accurate than the CKD-EPI creatinine-cystatin C equation. LIMITATIONS No external validation population, study population was restricted to CKD, few participants older than 65 years, or nonblack nonwhite race. CONCLUSIONS BTP and B2M are less influenced by age, sex, and race than creatinine and less influenced by race than cystatin C, but provide less accurate GFR estimates than the CKD-EPI creatinine and cystatin C equations. The CKD-EPI BTP and B2M equation provides a methodological advance for their study as filtration markers and in their associations with risk and adverse outcomes, but further study is required before clinical use.

Novel filtration markers as predictors of all-cause and cardiovascular mortality in US adults

BACKGROUND New filtration markers, including β-trace protein (BTP) and β₂-microglobulin (B2M), may, similar to cystatin C, enable a stronger prediction of mortality compared to serum creatinine-based estimated glomerular filtration rate (eGFRcr). We sought to evaluate these mortality associations in a representative sample of US adults. STUDY DESIGN Prospective cohort study. SETTING & PARTICIPANTS 6,445 adults 20 years or older from the Third National Health and Nutrition Examination Survey (1988-1994) with mortality linkage through December 31, 2006. PREDICTORS Serum cystatin C, BTP, and B2M levels and eGFRcr categorized into quintiles, with the highest quintile (lowest for eGFRcr) split into tertiles (subquintiles Q5a-Q5c). OUTCOMES All-cause, cardiovascular disease, and coronary heart disease mortality. MEASUREMENTS Demographic- and multivariable-adjusted Cox proportional hazard models. RESULTS During follow-up, 2,392 deaths (cardiovascular, 1,079; coronary heart disease, 605) occurred. Levels of all 4 filtration markers were associated with mortality risk after adjusting for demographics (P trend<0.02). Adjusted for mortality risk factors, compared to the middle quintile, the highest subquintiles for cystatin C (Q5c: HR, 1.94; 95% CI, 1.43-2.62), BTP (Q5c: HR, 2.14; 95% CI, 1.56-2.94), and B2M (Q5c: HR, 2.58; 95% CI, 1.96-3.41) were associated with increased all-cause mortality risk, whereas the association was weaker for eGFRcr (Q5c: HR, 1.31; 95% CI, 0.84-2.04). Associations persisted for the novel markers and not for eGFRcr at eGFRcr ≥60 mL/min/1.73 m². Trends were similar for cardiovascular disease and coronary heart disease mortality. LIMITATIONS Single measurements of markers from long-term stored samples. CONCLUSIONS The strong association of cystatin C level with mortality compared with serum creatinine estimates is shared by BTP and B2M. This supports the utility of alternative filtration markers beyond creatinine when improved risk prediction related to decreased GFR is needed.