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Table 1 Baseline characteristics to predict ESRD (RRT) and how they were measured using Kaiser Permanente Northwest data during the baseline period (1997-1999)

From: Predicting the risk of end-stage renal disease in the population-based setting: a retrospective case-control study

Characteristic

Data source

Demographic characteristics for matching

Age

Membership file

Sex

Membership file

CLINICAL CHARACTERISTICS

 

Height and weight (body mass index)

Height and weight recorded as separate fields in the medical record.

Current smoking

Visit with ICD-9 code 305.1, or recorded as separate field in electronic medical record

Hypertension

Visit with ICD-9 codes: 401.xx - 405.xx, or blood pressure values recorded as separate fields in the electronic medical record (systolic ≥140 or diastolic ≥90)

Hyperlipidemia

Visit with ICD-9 code 272.x, or laboratory values for total cholesterol (>199 mg/dL), low density lipoprotein (>129 mg/dL) or prescription for any statin

Diabetes Mellitus

Diabetes Registry

Coronary artery disease

Visit with ICD-9 codes:

410.xx - 414.xx (excluding 414.10, 414.11, 414.19), 402.01, 402.11, 402.91, 404.01, 404.03, 404.11, 404.13, 404.91, 404.93, 429.4A, 429.9B, 429.9A

Congestive heart failure

Visit with ICD-9 codes: 428.0, 428.9, 402.01, 402.11,402.91, 404.01, 404.03, 404.11, 404.13, 404.91, 404.93, 429.4A, 429.9B, 429.9A, 428.1

Peripheral vascular disease

Visit with ICD-9 codes: 250.7x, 440.xx, 443.81, 443.9

Retinopathy

Visit with ICD-9 codes:

250.5, 362.1, 362.10, 362.02A, 362.02, 362.29

CKD

Visit with ICD-9 codes (referenced in the US Renal Data Systems Annual report in 2004):

016.0, 095.4, 189.0, 189.9, 223.0, 236.91, 250.4, 271.4, 274.1, 283.11, 403.x1, 404.x2, 404.x3, 440.1, 442.1, 447.3, 572.4, 580-588, 591, 642.1, 646.2, 753.12-753.17, 753.19, 753.2, 794.4

Kidney stones

Visit with ICD-9 codes: 592.xx, 274.11

Uric acid/Gout

Visit with ICD-9 code 274.0, or laboratory value for uric acid (>7.0 mg/dL)

Laboratory characteristics

 

Renal function

Laboratory values for serum creatinine (glomerular filtration rate estimated from the four-variable MDRD Study equation, but omitting race and assuming everyone was white)

Inflammation

Laboratory values for sedimentation rate(> 20 mm/hr), C-reactive protein (> 0.9 mg/dL) (low serum albumin, wbc count × 2 measures, wbc without bandemia or no eosinophilia, d-dimer, inflammation codes)

Urine Protein

Laboratory values for proteinuria (1+ or greater, with negative leucocyte esterase)

Fasting plasma glucose

Laboratory values for fasting glucose (>125 mg/dL)