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GFR Implementation & CKD GFR Implementation & CKD Program at Southern California Program at Southern California
Kaiser Permanente Kaiser Permanente
Peter Crooks, M.D.Physician Director, Renal Program
Southern California Kaiser Permanente4 October 2005
Kaiser PermanenteKaiser PermanenteSouthern California StructureSouthern California Structure
• 3 legally independent entities– Kaiser Health Plan (non-profit)– Kaiser Foundation (np - owns facilities)– Southern California Permanente
Medical Group (for profit)
• Kaiser pays SCPMG PMPM• SCPMG financially
responsible for Medical Care, including care at non-Kaiser Facilities
• Some risk sharing for good or poor financial outcomes
Kaiser PermanenteKaiser PermanenteSouthern California (KPSC)Southern California (KPSC)
• 3,100,000 Members– 90,000 CKD 1-5, 4500 ESRD
• 3300 Full-time Physicians– 58 Nephrologists
• 12 Geographic Areas– Bakersfield to San Diego
• 11 Medical Centers• 100+ Medical Offices• 1200 per diem Physicians• 30,000 Employees
Kaiser PermanenteKaiser PermanenteSouthern California StructureSouthern California Structure
• Impact of Structure– Linkage of payer and provider
• All in it together
– Drives integration of services• Full-service Medical
Centers/Hospitals• Pharmacy & DME• Lab & Imaging• Consultative Services
– Drives internalization of care– Drives information sharing & QI– Drives proactive care
• Disease & population management
90
60
30
15
GFR
CKD Stage
1 2 3 4 5
Renal Replacement
ComplicationsEvident
ComplicationsPossible
If other markers kidney disease: proteinuria, hematuria, anatomic
K/DOQI CKD StagingK/DOQI CKD StagingRequires 2 or more GFR, 3 or more months apartRequires 2 or more GFR, 3 or more months apart
Why use an Estimated GFR?Why use an Estimated GFR?
• Medical evidence (EBG)– Intervention can reduce ESRD and reduce CVD
• Permits Identification– PCP recognition of CKD– Permits patient to learn of condition, become
educated and take action
• Permits Staging/Stratification– Stage-specific intervention
Why use MDRD equation 7?Why use MDRD equation 7?
• Compromise of accuracy & ease of use– Doesn’t require urine– Only 4 variables
• Serum creatinine level, age, gender, black or non-black race
• Good fit with data at lower GFR
• Hope for better equation in future
Equation 7:GFR = 170 x [Pcr]-0.999 x [Age]-0.176 x [0.762 female] x [1.180 black race] x [SUN]-0.170 x [Alb]+0.318
Modified Equation 7:GFR = 186 x [Pcr]-1. 154 x [Age]-0.203 x [0.742 female] x [1.212 black race]
A More Accurate Method To Estimate Glomerular Filtration Rate from Serum Creatinine: A New Prediction Equation, AS. Levey, et al;Ann Intern Med. 1999;130:461-470.
Practical Implementation IssuesPractical Implementation Issues• Apply only to age > 18• If not provided by lab, GFR calculation not easy• Report normal values as ‘> 90’• Race is often not available in IT systems
– Report both B & NB result, clinician interprets
• GFR requires interpretation– Acute vs. chronic renal insufficiency– Age-adjusted interpretation
• Stage 2 in elderly• Stage 3: GFR + 1/2AGE < 85 ? higher risk
• Accuracy of serum creatinine measurement
GFR Table ExampleGFR Table Example
MDRD GFR Estimate Lab Printout
John Doe MR# 1234567 Creatinine 2.0 mg/dL
GFR estimate non-Black race: 60 ml/min/1.73 m2 body surface area Black race: 73 ml/min/1.73 m2 body surface area
This estimate of renal function assumes a steady-state and is not useful if the renal function is changing rapidly.
GFR >90 is normal. GFR 60-89 may be normal for age >70.
Age: 48 years Gender: Female Race: Non-Black
NAME TEST, FEMALE MR# 000000000006 WED – 12/02/02 10:35ACC NO 300521670 - 1 COLL DT/TM 12/02/02 10:35 ORD MD TEST, TEST****************************** DISPLAY RESULTS ******************************* PROCEDURE RESULT ABN REF-RANGE / UNITS
CREAT-SER 0.8 0.6-1.1 MG/DL GFR ESTIMATE 81 mL/min Result is normalized to 1.73 m2 body surface area. This estimate of renal function assumes a steady-state and is not useful if the renal function is changing rapidly.
GFR >=90 is normal; GFR 60-89 is mildly reduced; GFR 30-59 is moderately reduced; GFR 15-29 is severely reduced; GFR <15 is kidney failure. Many elderly patients may have mildly and even moderately reduced GFR due to aging.------------------------------------------PRINT OVERRIDE DESTINATION PSN6 ----CMD: | PF=FWD BA=BACK ACCNO PP=PRTLAS Y Y/N
OT=OTHER PRINTER ID RR=RETURN MM=MASTER
MDRD GFR Estimate Lab Printout
Comparison with Comparison with Cleveland ClinicCleveland Clinic
Serum Creatinine (mg/dL)Cleveland Clinic result 0.9 1.4 2.9 3.4
Kaiser Labs Mean 0.9 1.4 2.7 3.3
Kaiser Labs Minimum 0.7 1.1 2.5 3.0
Kaiser Labs Maximum 1.0 1.5 2.9 3.6
Stan. Dev. 0.07 0.08 0.08 0.12
C.V. 8.1% 6.2% 3.0% 3.5%
% within + or - 15% of Cleveland 93% 98% 100% 100%
Inter-Laboratory Comparison Inter-Laboratory Comparison Testing for Creatinine (mg/dL)Testing for Creatinine (mg/dL)
Laboratory Location Inst. Result
Orange Main CX7 1.3Orange Main LX20 1.3Bakersfield Stockdale CX9 1.3Baldwin Park Main CX7 1.3Baldwin Park Main LX20 1.4Baldwin Park Montebello CX3 1.4Baldwin Park San Dimas Clinic CX3 1.4Bellflower Imperial Clinic CX7 1.4Bellflower Main CX3 1.3Bellflower Main LX20 #1 1.4Bellflower Main LX20 #2 1.4Fontana Indian Hills Clinic CX3 1.5Fontana Loma Linda Clinic CX7 1.4Fontana Main LX20 #1 1.3Fontana Main LX20 #2 1.3Fontana Mob CX9 1.5
This is data for 16 of 45 different lab sites in Southern California Kaiser.
CKD Staging AlgorithmCKD Staging Algorithm• To automate CKD staging , need algorithm
– Compare recent GFR to GFR 3+ mos prior
– ‘Lock in’ CKD Stage until two GFR >3 mos apart are both out of range in same direction
• q3mo GFR: 31, 35 (Stage 3), 29, 34, 26, 31, 22, 26 (Stage 4)
– Lag behind current GFR and provides ‘baseline’
– Urine ignored if GFR > 60• If GFR < 60, must decide urine and anatomic criteria (not simple)
• Need more than one abnormal urine result
• Focus on protein, ignore hematuria, etc.
CKD Staging Algorithm CKD Staging Algorithm Kaiser Permanente So California Kaiser Permanente So California
GFR Range
Chronicity CKD Marker >90 60-89 30-59 15-29 <15
Stage 1 Stage 2 Stage 3 Stage 4 Stage 5
Unknown(1 or more GFR
< 3 months apart)
Chronicity UnknownStage 2
Chronicity UnknownStage 3
Chronicity UnknownStage 4
Chronicity UnknownStage 5
GFR Reduced> 3 months
Marker absent or not
neededNormal
Chronically Reduced GFR
Stage 2
Low-risk CKDStage 3
GFR + 1/2 age > 85
CKDStage 4
(Marker not need)
CKDStage 5
(Marker not need)
Proteinuria or other modifier
CKDStage 1
(proteinuria)
CKDStage 2
(proteinuria)
High-risk CKDStage 3 (Modified)
proteinuria, DM or
GFR + 1/2 age < 85
Proteinuria = macroscopic > 300 mg/day or random microalbumin >= 300 mcg/mg creatinine on 2 occasionsDM means diagnosis of diabetes mellitusEstimate of 2 standard deviations below mean for age ~ GFR + 1/2 Age < 85
CKD Staging AlgorithmCKD Staging AlgorithmAll Possible OutcomesAll Possible Outcomes
• Not determined - no serum creatinine available– At Risk - age > 65, HTN, DM, Family History
• No CKD - 1 or more serum creatinine available, GFR > 90, U/A OK• Chronically Reduced GFR stage 2
– GFR 60-89 3+ mos, urine/anatomy normal• Chronicity Unknown Reduced GFR 2 -5
– low GFR not meeting 3+ mo criteria• CKD Stage 1 • CKD Stage 2 • CKD Stage 3 High-risk ESRD/Low-risk ESRD• CKD Stage 4 • CKD Stage 5 Future renal replacement/No future renal
replacement • CKD Stage 5 Hemodialysis• CKD Stage 5 Peritoneal Dialysis• CKD Stage 5 Transplant
– CKD substage 1-5
Stage Patients
NO CKD NO CREATININE 992,752
NO CKD WITH CREATININE 542,469
CHRONICLLY REDUCED 2 320,628
CHRONICITY UNKNOWN 2 218,032
CHRONICITY UNKNOWN 3 16,326
CHRONICITY UNKNOWN 4 276
CHRONICITY UNKNOWN 5 73
CKD 1 10,707
CKD 2 11,942
CKD 3 High-risk & Low-risk 56,900
CKD 4 3,281
CKD 5 FUTURE RRT 479
CKD 5 HEMO 2,959
CKD 5 PD 336
CKD 5 TXP 1 52
CKD 5 TXP 2 282
CKD 5 TXP 3 594
CKD 5 TXP 4 142
CKD 5 TXP 4 52
Total adult population:
2,200,000
PERCENTAGES POPULATIONPERCENTAGES POPULATION
GFRGFR >>90 or no CR90 or no CR
60-8960-89
30-5930-59
15-2915-29
• NHANES III• 64%• 31%• 4.3%• 0.2%
• SCPMG• 68%• 27%• 3.4%• 0.17%
Modified Stage 3Modified Stage 3 High-risk if GFR + ½ Age < 85High-risk if GFR + ½ Age < 85
Stage 3 GFR Age GFR + ½ age
31 70 62 (high risk)
45 80 95 (low risk)
55 40 75 (high risk)
Roughly divides Stage 3 Population in half
Of CKD stage 3 patients going to ESRD, most all are from high risk group
CKD Staging Results CKD Staging Results Kaiser Permanente So CaliforniaKaiser Permanente So California
CKD 1 CKD 2
CKD 3 mod CKD 4
CKD 5 PRE TXP Dialysis
5,293 6,761 40,408 4,120 539 1,345 3,373
IN CAD registry 9% 24% 28% 38% 33% 21% 45%IN CHF registry 3% 12% 14% 25% 21% 6% 26%
CKD patients account for 21% of all CAD registry patients
CKD patients account for 37% of all CHF registry patients
CKD Stage Stage 1 Stage 2 Stage 3 Stage 4 Stage 5
GFRNormal &
CKD marker 90
Mild decrease& CKDmarker
60Moderatedecrease 30
Severedecrease 15
Kidney failureNot ondialysis
PRIMARY CARE LAB STUDIES FOR CKDSerum creatinine yearly yearly 6-12 mos 3-6 mos 1-3 mosUrinalysis yearly yearly yearly yearly yearlyRandom microalbumin for proteinquantitation
yearly1 yearly1 yearly1 yearly1 yearly1
24-hour urine no no no per nephrol. per nephrol.Check potassium selected2 selected2 selected2 yes yesRenal ultrasound selected3 selected3 yes4 yes4 yes4
Screen for anemia no no yes yes yesScreen for lipid disorders yes yes yes yes yesScreen for hign PTH, highphosphorus, low calcium
no yes yes yes yes
Screen for decreased albuminand malnutrition
if nephrotic if nephrotic yes yes yes
Primary care lab ordering for CKDPrimary care lab ordering for CKDKaiser Permanente So California
Primary care actions for CKDPrimary care actions for CKDKaiser Permanente So California
GFRNormal &
CKD marker 90
Mild decrease& CKDmarker
60Moderatedecrease 30
Severedecrease 15
Kidney failureNot ondialysis
PRIMARY CARE ACTIONS FOR CKDNephrology referral selected5 selected5 selected5 yes yesOptimize BP & DM control yes yes yes yes yesPatient awareness of CKD &Kidney Class
yes yes yes yes yes
Smoking cessation yes yes yes yes yesACEI or ARB if DM withmicroalbumuria or non-DM withproteinuria
yes yes yes yes yes
ACEI or ARB if hypertensive? yes yes yes yes yesLipid treatment to LDL goal < 100 yes yes yes yes yesAnemia Work-upNephrology EPO Clinic
no-
no-
Hgb <12.06
Hgb < 11.0Hgb <12.06
Hgb < 11.0Hgb <12.06
Hgb < 11.0Hepatitis B immunization no no yes yes7 yes7
Pneumovax yes yes yes yes yes
Fax messages at point of careFax messages at point of careKaiser Permanente So California
Consider Nephrology referral (Near ESRD) – Stage 4 & 5 patients who are not ESRD who have never had anSCPMG nephrologist appointment or who have not had a nephrology appointment in the last year.
Suggest Nephrology return (Near ESRD) –Stage 4 & 5 patients who are not ESRD, who have seen an SCPMGnephrologist but have not been seen in the last 100 days.
Obtain creatinine level – Last GFR (based on creatinine level) was seriously reduced from prior value; need todetermine if kidney function has returned to baseline or is truly worsening.
Obtain hemoglobin level – Stage 3-5 without a hemoglobin level in last 12 months (it is important to identify andaggressively treat renal anemia).
Angiotensin converting enzyme inhibitors (ACE) – Suggested starting dose for renoprotection (persistentproteinuria) and/or CV risk reduction.
Statin cholesterol-lowering medications – Suggested starting dose if LDL > 100.
CKD Care at KPSC - POINT (Internet)CKD Care at KPSC - POINT (Internet)
• CKD 4 & 5 (GFR < 30)– unless other terminal disease/co-morbidity
Nephrology ReferralNephrology Referralis strongly encouraged for all is strongly encouraged for all
patients with...patients with...
For patients CKD 1-3,For patients CKD 1-3,consider Nephrology referral if consider Nephrology referral if
….….• Proteinuria > 1000 mg/day
• ~random microalbumin 1000
• especially if persists despite control of DM, HTN, and use ACE I/ARB
• Clarification of CKD diagnosis
• Very difficult to control Blood Pressure
• Suspected EPO-deficiency anemia
• Unexplained acute fall GFR > 25-50%
WHO ARE KP WHO ARE KP NEPHROLOGISTS SEEING?NEPHROLOGISTS SEEING?
AT LEAST ONE OUTPT. NEPHROLOGY VISIT 1998-2002
94%CKD 5 FUTURE RRT
77%CKD 4
14%CKD 3
13% CKD 2
7%CKD 1
CKD EducationCKD Education
Kaiser Permanente So California
• Education: defined Classes– Kidney Class: any CKD Stage– Choices Class: Stage 4-5pre
• Group Visits
• Individual Counseling – Social Worker, Care Manager, Nutritionist
Se lec ted New Indicators for Various CKD S tages Prior to Renal Replacement
49%
66%
74%
82%85%
72%
57%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
CKD 1-5pre
CKD 1-5pre
CKD 1-5pre
CKD 1-5pre
CKD 3-5pre CKD 4-5pre CKD 4-5pre
Ha ving Quantitative Urine Pro tein
Appro pria te ACEI o r ARB
Rx fo r prote inuria
Having LDL Cho les tero l in 12
mo s .
LDL > 10 0 and Lipid Rx in 12
mos .
Having Hemo g lo bin > 11
S ee n by Nephro log is t in 12
mo s .
Pre dialys is Educatio n
Pro g ram
Hospital Days, Nephrologist VisitsHospital Days, Nephrologist Visits& Modality Education& Modality Education
Kaiser Permanente So California
CKD 4 & 5pre:CKD 4 & 5pre: 4263 Patients4263 PatientsCKD 4&5
Hospital Days per patient
per year
Pats. % Pats. %2.3 3,081 72% 1,116 26%
CKD 4&5Seen by
Nephrologistin last 12 months
CKD 4&5Attended Choices (Modality) Class
CKD and CVDCKD and CVD
• CKD patients = highest CVD risk category
• CVD risk factors accelerate CKD
• CKD uniquely exacerbates CVD
• Most CKD patients die of CVD before ESRD
• Majority of new ESRD patients have CVD
• CKD need treatment for CVD risk reduction
CVD Risk vs. GFR in ARICCVD Risk vs. GFR in ARICManjunath et al. Manjunath et al. J Am Coll Cardiol 2003; 41: 47–55J Am Coll Cardiol 2003; 41: 47–55
GFR 15-59 (n=444), adj RR 1.38 (1.02, 1.87)GFR 60-89 (n=7,665), adj RR 1.16 (1.00, 1.34) 10 ml/min lower GFR, adj RR 1.05 (1.02, 1.09)
When you see this...When you see this...
Think this...Think this...
HIGH CVD RISK
GFR Implementation & GFR Implementation & CKD Program at Southern CKD Program at Southern
California Kaiser California Kaiser PermanentePermanente
Thank you!Thank you!
And over to SCPMG colleague,And over to SCPMG colleague,
James Dudl, M.D.James Dudl, M.D.