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Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director, Cardiovascular Epidemiology Program Welch Center Departments of Epidemiology, Medicine & Biostatistics Johns Hopkins University Disclosures: None Proteinuria as a Surrogate Outcome in Chronic Kidney Disease A workshop co-sponsored by the National Kidney Foundation and U.S. Food and Drug Administration
26

Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Dec 19, 2015

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Page 1: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Welch Center Uniting Medicine & Public Health

Prevalence of Albuminuria, and its Relationship to Decreased GFR and

Outcomes

Josef Coresh, MD, PhDDirector, Cardiovascular Epidemiology Program

Welch CenterDepartments of Epidemiology,

Medicine & BiostatisticsJohns Hopkins University

Disclosures: None

Proteinuria as a Surrogate Outcome in Chronic Kidney DiseaseA workshop co-sponsored by the National Kidney Foundation and U.S. Food

and Drug Administration

Page 2: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Outline

• CKD prevalence

– Albuminuria by stage & its persistence

• CVD risk in relation to:

– Albuminuria and eGFR

•Creatinine (eGFRMDRD)

•Cystatin C (eGFRCysC)

• Conclusions

Page 3: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Prevalence of CKD: NHANES Surveys Representing the US Adult Population

• Study Population: stratified random sample

– NHANES III (1988 to 1994): n=15,488*

– NHANES 1999-2000: n=4,101*

– NHANES 2001-2002: n=4,684

– NHANES 2003-2004: n=4,448• Serum creatinine: calibrated to be comparable to the

MDRD creatinine assay using frozen serum (Am J Kidney Dis. 2007;50:918-26)• GFR Estimate: MDRD Study 4-variable equation• Extrapolation to US population: NCHS published survey

weights adjusting for age, sex, race and non-response

*Coresh et al. JAMA. 2007; 298(17):2038-47

Page 4: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Distribution of Albumin to Creatinine Ratio: NHANES 1988-2004

0

5

10

15

20

25

30

35

40

45<5

10-1

4

20-2

4

30-3

4

40-4

4

50-5

4

60-6

4

70-7

4

80-8

4

90-9

4

100-

299

300+

Albumin to Creatinine Ratio, mg/g

Per

cent

age

1988-1994

1999-2004

0

0.5

1

1.5

30-3

4

40-4

4

50-5

4

60-6

4

70-7

4

80-8

4

90-9

4

100-

299

300+

Albumin to Creatinine Ratio, mg/g

Per

cen

tag

e

Albumin to Creatinine Ration, mg/g

micro”normal” macro

Page 5: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Prevalence of Diagnosed Diabetes and Hypertension by Albuminuria: NHANES 1988-2004

0%10%20%30%40%50%60%70%80%90%

100%

Normal High-Normal Micro- Macro-Albuminuria

Neither

Hypertension only

Diabetes only

Both

< 5 5-29 30-299 300+ACR mg/g

Proportion

Prevalence

Age, y

41% (9,920) 50% (13,000) 7.1% (2648) 1.2% (573)

42 48 56 60

Page 6: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

CKD Prevalence Estimates Require GFR Estimation (eGFR)

• MDRD Study Equation (GFR ml/min/1.73m2)eGFR = 186 x (SCr)-1.154 x (age)-0.203

x (0.742 if female) x (1.210 if African American)eGFR = 175 x (Standardized SCr)-1.154 x (age)-0.203

x (0.742 if female) x (1.210 if African American)

• Cockcroft-Gault (CG ml/min)Ccr = (140-age) x weight x 0.85 (if female)/(SCr) BSA Adjusted = CG * 1.73 / BSA formula

• Equations in other populations – Children, Chinese, Japanese, Kidney Donors

N Engl J Med. 2006; 354(23):2473-83.

Clin Chem 2007; 53(4):766-72

Page 7: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Estimated GFR Distribution

The conservative trends analysis eliminated the difference in mean GFR between surveys. The vertical line demarcates an estimated GFR of 60 ml/min/1.73m2 which defines decreased GFR.

Estimated GFR, ml/min/1.73m2

Page 8: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Relationship of eGFR to Albuminuria & Hypertension: NHANES III

Am J Kidney Dis 2002;39:(2) S49

Albuminuriaonly

NormalHigh BP

onlyAlbuminuria & High BP

Page 9: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Chronic Kidney Disease (CKD) Definition

• Kidney damage for 3+ months as defined by structural of functional abnormalities of the kidney, with or without decreased GFR manifest by either:

– Pathological abnormalities, or

– Markers of kidney damage including abnormalities

in the composition of the blood or urine, or

abnormalities in imaging tests

• GFR < 60 ml/min/1.73m2 for 3+ months with or without kidney damage

Am J Kidney Dis 2002;39:(2) S1-S266Ann Intern Med 2003; 139(2):137-147

Page 10: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

-5

0

5

10

Lo

g(A

CR

) –

Sec

on

d V

isit

-5 0 5 10

Log(ACR) – First Visit

Macro>300 mg/g

Micro30-299 mg/g

Macro>300 mg/g

Micro 30-299 mg/g

“Normal”

Persistence of Albuminuria – Spot Urine ACR in 2 visits a median of 17 days apart: NHANES III

Page 11: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Persistence of Albuminuria: NHANES III

Albuminuria at First Visit,mg/g

Albuminuria on a Repeat Visit (median 17 days later)

eGFR 90+ eGFR <90

Micro, 30-299* 50.9%

(n=57)

75.0%

(n=36)

Macro 300+ 100% 100%

* 53.9% and 72.7% for gender specific cutoffs for micro-albuminuria 17-250 mg/g for men and 25-355 mg/g for women

Page 12: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

US Trends in the Prevalence of CKD by Age and Stage: NHANES 1988-2004

Coresh et al. JAMA. 2007;298:2038-2047

0%

10%

20%

30%

40%

50%

88-9

499

-04

88-9

499

-04

88-9

499

-04

88-9

499

-04

Age Group:

Pre

vale

nce

, % Stage 4

Stage 3

Stage 2Stage 1

CKD Stage

20-39 40-59 60-69 70+

Survey years:

Persistent albuminuria >30 mg/g

eGFRMDRD 15-29 eGFRMDRD 30-59

Page 13: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Prevalence of Elevated Cystatin C in US Women (>1.12 mg/L = 99th %ile for young healthy adults)

Women

0%

20%

40%

60%

80%

100%

Pro

po

rtio

n w

ith

cys

tati

n C

>1.

12 m

g/L

10 20 30 40 50 60 70 80 90

Age(years)

non-Hispanic whitenon-Hispanic blackMexican American

Kottgen et al. Am J Kidney Dis 2008;51:385-394

(n=7,596)

Page 14: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Different Outcomes of CKD

Outcome Importance for Different Outcomes

CKD Stage Type of Kidney Disease

(Diagnosis)**

Proteinuria

Concurrent complications*

+++ + +

Prognosis (next 10-years)

Risk of CVD or mortality +++ + ++ Risk of kidney failure +++ ++ + Rate of decline in GFR + +++ +++

*Hypertension, anemia, malnutrition, bone disease, neuropathy & decreased quality of life**For example, diabetic, glomerular, vascular, tubulointerstitial, & cystic

Page 15: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Albuminuria and Risk of Cardiovascular Death General Population: Risk Seen at Very Low Levels

PREVEND Study - Hillege HL et al, Circulation 2002;106:1777-82.

Micro-albuminuria

Urinary Albumin Concentration mg/day

1.0

2.0

3.0

4.0

5.0

Hazard Ratio 20 mg/day

(30 mg/g)200 mg/day(300 mg/g)

Page 16: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Glomerular Filtration Rate, Albuminuria, and Risk of Cardiovascular and All-Cause Mortality in the US Population(Astor et al. Am J Epidemiol 2008, April ePUB)

Page 17: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Cardiovascular Mortality

Models adjusted to incidence rates of a 60-year-old non-Hispanic White male.

Page 18: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

All-Cause Mortality

Models adjusted to incidence rates of a 60-year-old non-Hispanic White male.

Page 19: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Cardiovascular mortality in NHANES III F/U Predicted incidence rates adjusted to the mortality rate

of a 60 year‑old, non-Hispanic white male

Astor et al. Am J Epidemiol 2008; April

Page 20: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

All-Cause mortality in NHANES III F/U Predicted incidence rates adjusted to the mortality rate

of a 60 year‑old, non-Hispanic white male

Astor et al. Am J Epidemiol 2008; April

Page 21: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Association of Kidney Function and AlbuminuriaWith Cardiovascular Mortality in Older vs Younger Individuals: The HUNT II Study

Hallan et al. Arch Intern Med. 2007;167(22):2490-2496

eGFR ml/min/1.73m2ACR, mg/g

Ag

e &

Se

x A

dju

ste

d IR

R

ACR – average 3 spot urines• Optimal < median

• Men: < 5 • Women: < 7

• High normal• Men: 5 to 19• Women: 7 to 29

• Microalbuminuria • Men: 20 to 199 • Women: 30 to 299

30 505 20

Page 22: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Cardiovascular Mortality by eGFR and Albuminuria: HUNT II Study

Hallan et al. Arch Intern Med. 2007;167(22):2490-2496

Albuminuria, mg/g (average of 3 spot urines)

ACR• Optimal < median

• Men: < 5 • Women: < 7

• High normal• Men: 5 to 19• Women: 7 to 29

• Microalbuminuria • Men: 20 to 199 • Women: 30 to

299

*P.05. †P.01. ‡P.001.

Page 23: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

0.5

11.

52

2.5

3

Ad

just

ed A

nn

ual

C

ard

iova

scu

lar

Mo

rtal

ity

(%)

30 40 50 60 70 80 90 100 110 120

Estimated GFR (mL/min/1.73m2)

Adjusted* Cardiovascular Mortality Risk in NHANES III Mortality Follow-Up Study

Astor et al. JASN 2007 abstract

High eGFRMDRD low muscle mass (BAD)

*Adjusted for 13 covariates

eGFRMDRD

eGFRCysC

Age > 65

Age ≤ 65

Page 24: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

0

5

10

15

20

25

30

35

120 160 200 240Cholesterol, mg/dL

3-y

ea

r C

VD

Mo

rta

lity

Ra

te P

er

10

0

*Adjusted to the age of 60 years, female, Whites, HD and non-smokers.

Overall

Distorted Associations (Baseline Disease RF CVD)Adjusted* 3-year all-cause mortality in Dialysis Patients

Presence of Inflammation/Malnutrition

Absence of Inflammation/Malnutrition

Page 25: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Conclusions• Albuminuria is common in the population

– Spot ACR provides a reasonable measure– Cutoffs are somewhat arbitrary: sex dependent

cutoffs are more accurate but non-sex dependent cutoff are useful & less complicated

– Microalbuminuria varies within an individual – persistence is a useful indicator

– Much more common among diabetics; but a substantial proportion of the individuals with microalbuminuria have neither hypertension nor diabetes

• Albuminuria and eGFR are associated but confer independent risk (mortality, CVD mortality)

Page 26: Welch Center Uniting Medicine & Public Health Prevalence of Albuminuria, and its Relationship to Decreased GFR and Outcomes Josef Coresh, MD, PhD Director,

Thank you!

CKD-Epi

ARIC Staff CHOICE Study

CVD-Epi Stein Hallan