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Pooled Resource Open-Access ALS Clinical Trials Database
Data Cleaning

General processing of the data

Merging test names
Some tests had different names due to different trials and typing errors. These were merged and typing errors were assessed using the trial information and the units of measure.
BeforeAfter
'White Blood Cells (WBC)''WBC'
'Creatine Kinase''CK'
'Bilirubin (direct)''Bilirubin (Direct)'
'Hepatitis A IGG''Hepatitis A Antibody'
'Hep B Surface Antigen''Hepatitis B Antigen'
'Hep A Antibody (IgG)''Hepatitis A Antibody'
'AC HEPATITE B (HBG)''Hepatitis B Antibody'
'Hep B Core Antibody''Hepatitis B Antibody'
'Hepatitis A IGM''Hepatitis A Antibody'
'HBS''Hepatitis B Antibody'
'Hep C Antibody''Hepatitis C Antibody'
'Total T3''T3'
'Absolute Band Neutrophils''Absolute Band Neutrophil Count'
'Hep B Surface Antibody''Hepatitis B Antibody'
'Activated Partial Thromboplastin Time''Partial Thromboplastin Time'
'HB' 'Hemoglobin'
'Absolute Segmented Neutrophils''Absolute Segmented Neutrophil Count'
'Absolute Monocytes Count''Absolute Monocyte Count'
'Absolute Total Neutrophils' 'Absolute Neutrophil Count'
'BUN''Blood Urea Nitrogen (BUN)'
'Urine Bilirubin''Urine Bilirubins'
'Arterial Ph' 'Plasma Ph'
'Immuno Electrophoresis' 'Immunofixation'
'CO2''Bicarbonate'
'Creatine''Creatinine'
'White Blood Cells' 'WBC'
'Red Blood Cells''Red Blood Cells (RBC)'
'Atypical Lymphocyte Count''Absolute Atypical Lymphocyte count'
'Cholesterol''Total Cholesterol'
'GGT''Gamma-glutamyltransferase'
'Urine Mucous''Urine Mucus'
'Microalbumin-24hr Urine''Urine albumin'
'Urea''Blood Urea Nitrogen (BUN)'
'Transferrin saturation''Transferrin Saturation'
'PROTEIN - 24 HR. URINE''Urine Protein'
'sodium''Sodium'
'Transferrin'(if unit was %)'Transferrin Saturation'
'IgG''IMMUNOGLOBULIN G'
'T4''Total T4'
'T3''Total T3'
'albumin/globulin ratio''Albumin/globulin ratio'
In addition, in certain white blood cells (monocytes, neutrophils, etc.) the displayed unit of measure was volume, rather than percentage. In these cases names were changed to Absolute Monocyte count, Absolute Neutrophil Count, etc. respectively.
Merging units of measurements
The units of measurements were merged to overcome inconsistency with writing styles.
BeforeAfter
'G/L''g/L'
'G/dL''g/dL'
'G/l''g/L'
'G/dl''g/dL'
'g/l''g/L'
'g/dl''g/dL'
'mg/dl''mg/dL'
'IU/L''U/L'
'MMOL/L''mmol/L'
'UMOL/L''umol/L'
Removal of unreadable records
Records where the values were deemed unreadable were removed. These values were
ValueAction
'*COMMENTS*'Removed
'M/D'Removed
'U'Removed
'u'Removed
'A'Removed
'MID'Removed
'THE TEST HAS BE'Removed
'MB'Removed
NARemoved
N.A.Removed
NDRemoved
N.D.Removed
'MG'Removed
'N.N'Removed
'INF5'Removed
'LT1'Removed
'MD MAN SUBJECT'Removed
Overall 1031 records were removed (<0.1%, including all removals listed in this document).

Processing of assessments with Text Values

Merging Text Values
Part I: A variety of text items indicated only the presence or lack of detection. They were merged together according to the following table:
BeforeAfter
'(+)'+
'(-)'-
'NEG'-
'NEGATIF'-
'NEGATIVE'-
'POSITIVE'+
'PRESENT'+
'-VC'-
'MD/NA'-
'NEGAIL'-
'NN'-
'DETECTED'+
'NONE'-
'NONE DET'-
'Negative'-
'Present'+
'POS'+
'STERIEL'-
'_'-
'Positive'+
'NONE SEEN'-
'Positive'+
'NONE FOUND'-
'NOT INDICATED'-
Part II: other items received descriptive measurements rather than numerical ones. They were merged together according to the following table:
BeforeAfter
'OCC'Trace
'1+ OR 1/4 G/DL'Small
'2+ OR 1/2 G/DL'Moderate
'4+ OR 2 OR MORE'Large
'TRACE'Trace
'MODERATE'Moderate
'TRACE OR 1/10 G'Trace
'NORMAL'Normal
'MODERATE'Moderate
'INNUMERABLE'Very Large
'trace'Trace
'FEW'Small
'MANY'Large
'MODERATE'Moderate
'OCCASIONAL'Trace
'MOD'Moderate
'NORM'Normal
'FEW(1-5)'Small
'MODERATE(6-20)'Moderate
'MANY (21 OR GRE'Large
'SMALL'Small
'TRACES'Trace
'SLIGHT'Trace
'Non Hemolyzed Trace'Trace
'Non Hemolyzed Modera'Moderate
'OCC''L'Trace
'CLEAR'Normal
'FROM 1 TILL 4/FIELD'Small
'MODERATE(6-20)'Moderate
Treating '<' and '>'
There were cases in which instead of a numerical value, the assessment results were given as '<' or '>' and a numerical value. In cases where the range represented in the argument was normal, they were replaced with ‘Normal’. If the range wasn’t normal, they were removed.
Before - Test Name and ValueAfter - Value
'Band Neutrophils' '<10' 'Normal'
'Basophils' '<.2' 'Normal'
'Basophils' '<0.2' 'Normal'
'Beta HCG' '< 2' 'Normal'
'Beta HCG' '<1' ''Normal'
'Beta HCG' '<2' 'Normal'
'Beta HCG' '<2.0' 'Normal'
'Beta HCG' '<5' 'Normal'
'Bilirubin (direct)' '<0.1' 'Normal'
'C-Reactive Protein' '<3' 'Normal'
'C-Reactive Protein' '<3.0' 'Normal'
'C-Reactive Protein' '<5.00' 'Normal'
'CK' '<20' 'Normal'
'CK' '<20' 'Normal'
'Eosinophils' '<.7' 'Normal'
'Eosinophils' '<0.7' 'Normal'
'Thyroid Stimulating Hormone' '< 0.14' 'Normal'
'Gamma-glutamyltransferase' '<6' 'Normal'
'Glucose' '<40' 'Normal'
'HbA1c (Glycated Hemoglobin)' '<3.6' 'Normal'
'HbA1c (Glycated Hemoglobin)' '<5.0' 'Normal'
'Thyroid Stimulating Hormone' '< 0.14' 'Normal'
'Urine Ketones' '=<1.5' 'Normal'
'Urine Protein' '<0.05' 'Normal'
'Hepatitis B' '>200' +
'Lithium' '<0.10' -
'HbA1c (Glycated Hemoglobin)''<5''Normal'
'Urine Protein' '<2''Trace'
'Basophils' '<1' 'Normal'
Cases removed
Before - Test Name and ValueAction
'Beta HCG' '<25' Removed
'International Normalized Ratio (clotting)' '> 16.50' Removed
'CA 19-9' '<8' Removed
'Myoglobin' '<50' Removed
'Partial Thromboplastin Time' '>60.0' Removed
'Potassium' '>7.3' Removed
'Prothrombin Time (clotting)' '> 200.0' Removed
'Prothrombin Time (clotting)' '>100' Removed
'Troponin I' '<0.5' Removed
'Urine RBCs' '<2000' Removed
'Urine Urobilinogen' '=<17' Removed
'Vitamin B12' '>2000' Removed
'Bilirubin (total)' 'T.0.5 D.0.1' Removed
'Urine RBCs' 'TNTC' Removed
'Urine Culture' '3+ MIXED BACTERIA-PROBABLE CONTAMINATION' Removed
'HbA1c (Glycated Hemoglobin)' 'MA' Removed
'Bilirubin (total)' '<0.1' Removed
'Bilirubin (total)' '<0.5' Removed
'Bilirubin (total)' '<4' Removed
'Urine Microalbumin' '<3.0' Removed
'Urine WBCs' '>50' Removed
'Beta HCG' '<0.2' Removed
'Bilirubin (total)' '<3' Removed
Treating range assessments
In some cases, ranges (i.e. 1-5) appeared instead of numerical values. In these cases the values were averaged.
Test Name Unit of measurement Action
'Urine RBCs' '/HPF' Average
'Urine WBCs' '/HPF' Average
'Urine WBCs' Average
'Red Blood Cells (RBC)' Average
'WBC' Average
'Urine Granular Cast' Average
'Urine Granular Cast' '/HPF' Average
'Hyaline Cast' Average
'Urine Hyaline Cast' Average
'Urine blood' Average
'Beta HCG' 'IU/L' Average
'Glucose' 'mmol/L' Average
'Urine RBCs' Average
'Urine Epithelial Cells' '/HPF' Average
'Urine Epithelial Cells' Average
'Urine RBCs' 'HPF' Average
'Urine WBCs' 'per field' Average
Note: An empty field in the Unit of measurement indicates that one was not listed.
Individual changes to text values
In some cases, values were listed as text, indicating a mistake that was fixed on an individual basis:
Test name Value Before Unit of measurement Value After
'Basophils' '(3%' '%' 3
'Basophils' '0%' '10E9/L' 0
'Basophils' '1%' '%' 1
normal'>'Lymphocytes' normal'>'32%' normal'>'%' normal'>32
'Basophils' '1.1e-005' '10E9/L' 110000
'Basophils' '1.4e-005' '10E9/L' 140000
'Basophils' '1.8e-005' '10E9/L' 180000
'Basophils' '1e-005' '10E9/L' 100000
'Basophils' '2.7e-005' '10E9/L' 270000
'Basophils' '2e-005' '10E9/L' 200000
'Basophils' '3.2e-005' '10E9/L' 320000
'Basophils' '3.6e-005' '10E9/L' 360000
'Basophils' '3e-005' '10E9/L' 300000
'Basophils' '4.3e-005' '10E9/L' 430000
'Basophils' '4.4e-005' '10E9/L' 440000
'Basophils' '4.8e-005' '10E9/L' 480000
'Basophils' '4.9e-005' '10E9/L' 490000
'Basophils' '4e-005' '10E9/L' 400000
'Basophils' '5.7e-005' '10E9/L' 570000
'Basophils' '5e-005' '10E9/L' 500000
'Basophils' '6.1e-005' '10E9/L' 610000
'Basophils' '6.3e-005' '10E9/L' 630000
'Basophils' '6.6e-005' '10E9/L' 660000
'Basophils' '6e-005' '10E9/L' 600000
'Basophils' '7.1e-005' '10E9/L' 710000
'Basophils' '7.3e-005' '10E9/L' 730000
'Basophils' '7.4e-005' '10E9/L' 740000
'Basophils' '7e-005' '10E9/L' 700000
'Basophils' '8e-005' '10E9/L' 800000
'Basophils' '9.1e-005' '10E9/L' 910000
'Basophils' '9.4e-005' '10E9/L' 940000
'Basophils' '9e-005' '10E9/L' 900000
'CK' '377 U/L' 'U/L' 377
'Eosinophils' '0%' '%' 0
'Eosinophils' '(10%' '%' 10
'Eosinophils' '1e-005' '10E9/L' 100000
'HbA1c (Glycated Hemoglobin)' '4.6%' '%' 4.6
'HbA1c (Glycated Hemoglobin)' '5.0%' '%' 5
'Basophillic Stippling' '1+' +
'Monocytes' '4.9e-005' '10E9/L' 490000
'Monocytes' '5%' '%' 5
'Eosinophils' '3e-005' '10E9/L' 300000
'Eosinophils' '4e-005' '10E9/L' 400000
'Eosinophils' '5e-005' '10E9/L' 500000
'Eosinophils' '6.3e-005' '10E9/L' 630000
'Eosinophils' '6.9e-005' '10E9/L' 690000
'Eosinophils' '6e-005' '10E9/L' 600000
'Eosinophils' '7.1e-005' '10E9/L' 710000
'Eosinophils' '7.2e-005' '10E9/L' 720000
'Eosinophils' '7e-005' '10E9/L' 700000
'Eosinophils' '8.6e-005' '10E9/L' 860000
'Eosinophils' '8.7e-005' '10E9/L' 870000
'Eosinophils' '8e-005' '10E9/L' 800000
'Eosinophils' '9e-005' '10E9/L' 900000
'Glucose' 'FASTING 5.6' 'mmol/L' 5.6
'Neutrophils' '44%' '%' 44
'Neutrophils' '61%' '%' 61
'Neutrophils' '87%' '%' 87
'Urine Appearance' 'YELLOW CLEAR' Clear
'HbA1c (Glycated Hemoglobin)' '<5' '%' Normal
'Urine Casts' '2++' '2+'
'Urine Protein' '<2' 'mg/dL' Trace
'Beta HCG' '<10' 'U/L' Normal
'Beta HCG' '<4' 'U/L' Normal
'Lymphocytes' '32%' '%' 32
Note: An empty field in the Unit of measurement indicates that one was not listed.
Individual changes of value and unit
In some cases the value was listed as text, indicating a mistake that was fixed on an individual basis and the Unit of measurement was also fixed as well.
Test Name Value Before Unit of Measurement Before Value- After Unit of measurement- After
'Band Neutrophils' '2%' '10E9/L' 2 %
'Eosinophils' '1%' '10E9/L' 1 %
'Eosinophils' '2%' '10E9/L' 2 %
'Monocytes' '11%' '10E9/L' 11 %
'Monocytes' '3%' '10E9/L' 3 %
'Monocytes' '6%' '10E9/L' 6 %
'Neutrophils' '48%' '10E9/L' 48 %
'Neutrophils' '60%' '10E9/L' 60 %
'Basophils' '1%' '10E9/L' 1 %
'Lymphocytes' '36%' '10E9/L' 36 %
'Lymphocytes' '39%' '10E9/L' 39 %
'Lymphocytes' '30%' '10E9/L' 30 %
'Lymphocytes' '32%' '10E9/L' 32 %
'Urine RBCs' '0-5/HPF' '0-5' '/HPF'
Note: An empty field in the Unit of measurement indicates that one was not listed.
Overall, these are the following Text values remaining within PRO-ACT:
Qualitative assessment Descriptive assessment of Urine Individual cases
'+' 'AMBER' 'M=29.7;T=34'
'-' 'BROWN' 'GROUP B HEMOLYTIC STREPTOCOCCI 10000-100000 10E3'
'1+' 'CLOUDY'
'2+' 'Clear'
'2++' 'GREEN'
'3+' 'HAZY'
'3+++' 'RED'
'4+' 'STRAW'
'Borderline' 'TURBID'
'Hemolyzed Large' 'YELLOW'
'Hemolyzed Moderate'
'Hemolyzed Small'
'Hemolyzed Trace'
'Large'
'Moderate'
'NO'
'Normal'
'Small'
'Trace'
'Very Large'
'YES'

Processing of assessments with numeric values

(this also includes assessments where a numeric value was expected and a text value appeared instead)
Removal of cases
Some measurements were removed completely, often because of a problem with the values listed,
Test Name Unit of Measurement Action
'BETA-GLOBULIN' '%' Removed
'Protein' '%' Removed
'Test' 'Units' Removed
'Urine Epithelial Cells' Removed
'Gamm' 'U/L' Removed
'2EME HEURE' 'mm' Removed
'Alkaline Phosphatase' Removed
'IMMUNOGLOBULIN A' ' Removed
'IMMUNOGLOBULIN M' ' Removed
'IgG' Removed
'Immunoglobulins' 'IU/mL' Removed
'NOT APPLICABLE' 'mmol/L' Removed
'Red Blood Cells (RBC)' 'per field' Removed
'SGOPT' 'U/L' Removed
'SGOP' 'U/L' 'U/L' Removed
'Urine Culture' '10E3/L' Removed
'VS 1ERE HEURE' 'mm' Removed
'Bilirubin' 'MG/L' Removed
'Urine Urobilinogen' 'IU/dL' Removed
'Urine Urobilinogen' 'umol/L' Removed
'Urine WBC Cast' Removed
'WAXY CASTS' Removed
'Urine WBCs' 'mL' Removed
'Urine blood' '%' Removed
'VIT SED 1H' 'MM' Removed
'VIT SED 1H' 'MM' Removed
'VIT SED 2H' 'MM' Removed
'Urine RBCs' 'IU/mL' Removed
'Urine RBCs' 'mL' Removed
'Urine RBCs' 'per cm3' Removed
'Free T3' Removed
'Mean Corpuscular Hemoglobin Concentration' 'mmol/L' Removed
'Free T3' 'pg/mL' Removed
'Free T4' 'pg/mL' Removed
'Myoglobin' '%' Removed
'Globulin' 'g/L' Removed
'Hematocrit' 'g/L' Removed
'Hemoglobin' '%' Removed
'PAL' 'U/L' Removed
'Urine Epithelial Cells' 'per field' Removed
'Reticulocyte' '%' Removed
'Salivary Amylase' Removed
'Protein' 'mEq/L' Removed
'Protein' 'mmol/L' Removed
'Phosphorus' 'MG/L' Removed
'ALPHA1-GLOBULIN' '%' Removed
'ALPHA2-GLOBULIN' '%' Removed
'Anion Gap' 'mg/L' Removed
'Bicarbonate' 'mmHg' Removed
'Blood Urea Nitrogen (BUN)' 'umol/L' Removed
'C-Reactive Protein' Removed
'Calcium' 'MG/L' Removed
'CA 19-9' 'IU/mL' Removed
'Folate' 'nmol/L' Removed
'Hepatitis B' 'mIU/L' Removed
'Urine WBCs' 'per cm3' Removed
'Vitamin B12' 'pmol/L' Removed
'Myoglobin' 'mg/L' Removed
'Myoglobin' 'ug/L' Removed
'T3' 'nmol/L' Removed
'Troponin 'mg/L' Removed
'Urine Blood' ' Removed
'Urine Culture' '10E9/L' Removed
'Urine Ketones' Removed
'Alkaline Phosphatase' 'D' Removed
'Glucose' 'mg/L' Removed
Unit conversion for specific Test names
There were cases in which the Unit of measurement was changed for all instances of that combination of Test and Unit of measurement. This could be due to typing error (indicated by the spelling or by a mismatch between the Unit of Measurement and the value), an attempt to merge units with different names but similar meaning, or treating cases of missing Unit of measurements (indicated by an empty cell in the table below)
Test Name Unit of Measurement-Before Unit of Measurement-After
Sodium' 'mEq/L' 'mmol/L'
Potassium' 'mEq/L' 'mmol/L'
Anion Gap' 'mEq/L' 'mmol/L'
Bicarbonate' 'mEq/L' 'mmol/L'
'Chloride' 'mEq/L' 'mmol/L'
'Lithium' 'mEq/L' 'mmol/L'
'CK' 'mIU/L' 'U/L'
'ALT(SGPT)' 'IU' 'U/L'
'ALT(SGPT)' 'IU/mL' 'U/L'
'ALT(SGPT)' 'mIU/L' 'U/L'
'ALT(SGPT)' 'mL/L' 'U/L'
'ALT(SGPT)' 'mU/L' 'U/L'
'AST(SGOT)' 'IU' 'U/L'
'AST(SGOT)' 'IU/mL' 'U/L'
'AST(SGOT)' 'mIU/L' 'U/L'
'AST(SGOT)' '%' 'U/L'
'Albumin' 'g/L'
'Alkaline Phosphatase' 'mIU/L' 'U/L'
'Anion Gap' 'mmol/L'
'Base Excess' 'mmol/L'
'Basophils' '10E3/mm3' '10E9/L'
'Basophils' 'g/L' '10E9/L'
'Beta HCG' 'IU/mL' 'U/L'
'Bilirubin (total)' 'mmol/L' 'umol/L'
'CK' 'IU' 'U/L'
'CK' 'IU/mL' 'U/L'
'Bicarbonate' 1 'mEq/L' 'mmol/L'
'Eosinophils' '10E3/mm3' '10E9/L'
'Eosinophils' 'g/L' '10E9/L'
'Erythrocyte Sediment' 'mm' 'mm/hr'
'Gamma-glutamyltransferase' 'mIU/L' 'U/L'
'Globulin' 'g/L'
'Glucose' 'g/L' 'mg/dL'
'Hematocrit' '1' '%'
'Hemoglobin' 'G % ML' 'g/L'
'Hemoglobin' 'G%' 'g/L'
'Hemoglobin' 'G/%' 'g/L'
'Hemoglobin' 'g/100ml' 'g/dL'
'Hemoglobin' 'g/100ul' 'g/dL'
'Hemoglobin' 'grams' 'g/L'
'Hemoglobin' 'mol/L' 'mmol/L'
'International Normalized Ratio (clotting)' '1'
'Lymphocytes' '10E3/mm3' '10E9/L'
'Lymphocytes' 'g/L' '10E9/L'
'Mean Corpuscular Hemoglobin Concentration' '%'
'Mean Corpuscular Hemoglobin' 'pg'
'Mean Corpuscular Volume' 'fL'
'Mean Corpuscular Volume' 'per mm3' 'fL'
'Mean Platelet Volume' 'fL'
'Monocytes' '10E3/mm3'
'Monocytes' 'g/L' '10E9/L'
'Neutrophils' '10E3/mm3' '10E9/L'
'Neutrophils' 'g/L' '10E9/L'
'Osmolality' 'mOsm/kg H2O'
'Partial Thromboplastin Time' 'seconds'
'Platelets' '10E3/L' '10E9/L'
'Platelets' '10E3/MM3' '10E9/L'
'Platelets' '10E3/mL' '10E9/L'
'Platelets' '10E3/mm3' '10E9/L'
'Platelets' 'g/L' '10E9/L'
'Potassium' 'mmol' 'mmol/L'
'Red Blood Cells (RBC)' '10E6/MM3' '10E12/L'
'Red Blood Cells (RBC)' '10E6/mL' '10E12/L'
'Red Blood Cells (RBC)' '10E6/mm3' '10E12/L'
'Red Blood Cells (RBC)' 'mm3' '10E12/L'
'Red Blood Cells (RBC)' 'per mm3' '10E12/L'
'Saturated O2 Fraction' 'mmHg' '%'
'Thyroid Stimulating Hormone' 'U/L'
'Thyroid Stimulating Hormone' 'IU/mL' 'U/L'
'Thyroid Stimulating Hormone' 'mIU/L' 'U/L'
'Urea' 'umol/L' 'mmol/L'
'Urine Albumin' 'g/dL'
'Urine Bilirubins' 'mg/dL'
'Urine Glucose' 'mg/dL'
'Urine Ketones' 'mmol/L'
'Urine Leukesterase' 'U/L'
'Urine Ph' 'pH'
'WBC' '10E3/L' '10E9/L'
'WBC' '10E3/MM3' '10E9/L'
'WBC' '10E3/mL' '10E9/L'
'WBC' '10E3/mm3' '10E9/L'
'WBC' 'g/L' '10E9/L'
'Ferritin' 'ng/mL' 'ug/L'
'CK' 'IU/L' 'U/L'
'Creatine Kinase MB' 'IU/L' 'U/L'
'Creatine Kinase MB' 'mg/L' 'U/L'
'Creatine Kinase MB' 'ug/L' 'U/L'
'Creatine Kinase MM' 'IU/L' 'U/L'
'Hepatitis A' 'ND'
'Hepatitis B' 'ND'
'Hepatitis C' 'ND'
'Hepatitis C' 'U/L'
'Hepatitis B' 'U/L'
'Hepatitis A' 'U/L'
'Partial Thromboplastin Time' 'second' 'Seconds'
'International Normalized Ratio (clotting)' 'A'
'Urine Protein' 'mg/dL'
'Urine Hemoglobin' 'mmol/L'
'Mean Corpuscular Hemoglobin' 'pg' 'pg/cell'
'RBC Distribution Width' '%'
'Prothrombin Time (clotting)' 'sec' 'seconds
'C-Reactive Protein' 'MG/L' 'mg/L'
'RBC Distribution Width' 'fL' '%'
Note: An empty field in the Unit of measurement indicates that one was not listed.
Unit conversion
Some units were converted so as to be able to merge synonymous assessments together.
Test Name Unit of measurement - Before Unit of measurement - After Conversion Factor
'Magnesium' 'mEq/L' 'mmol/L' 0.5
'Calcium' 'mEq/L' 'mmol/L' 0.5
'Albumin' 'g/dL' 'g/L' 10
'Albumin' 'mg/L' 'g/L' 100
'Basophils' 'mm3' '10E9/L' 0.001
'Basophils' 'per mm3' '10E9/L' 0.001
'Bilirubin (Indirect)' 'mg/L' 'mg/dL' 0.1
'Bilirubin (total)' 'g/L' 'mg/L' 100
'Bilirubin (total)' 'mg/L' 'mg/dL' 0.1
'Bilirubin (total)' 'mg/dL' 'umol/L' 17.104
'Bilirubin (Direct)' 'mg/dL' 'umol/L' 17.104
'Bilirubin (Indirect)' 'mg/dL' 'umol/L' 17.104
'Blood Urea Nitrogen (BUN)' 'mg/dL' 'mmol/L' 0.3651
'C-Reactive Protein' 'mg/dL' 'mg/L' 10
'Calcium' 'g/L' 'mg/L' 100
'Calcium' 'mg/L' 'mg/dL' 0.1
'Calcium' 'mg/dL' 'mmol/L' 0.2495
'Creatinine' 'g/L' 'mg/L' 100
'Creatinine' 'mg/L' 'mg/dL' 0.1
'Creatinine' 'mg/dL' 'umol/L' 88.4
'Creatinine' 'umol/L' 'mmol/L' 0.001
'Creatinine' 'umol/L' 'mmol/L' 0.001
'Eosinophils' 'mm3' '10E9/L' 0.001
'Eosinophils' 'per mm3' '10E9/L' 0.001
'Glucose' 'g/L' 'mg/L' 100
'Glucose' 'mg/dL' 'mmol/L' 0.0555
'HbA1c (Glycated Hemoglobin)' 'V/V' '%' 100
'Hematocrit' 'V/V' '%' 100
'Hematocrit' 'I/I' '%' 100
'Hemoglobin' 'g/dL' 'g/L' 10
'Lymphocytes' 'mm3' '10E9/L' 0.001
'Lymphocytes' 'per mm3' '10E9/L' 0.001
'Magnesium' 'mg/dL' 'mmol/L' 0.4113
'Mean Corpuscular Hemoglobin Concentration' 'g/L' 'g/dL' 10
'Monocytes' mm3' '10E9/L' 0.001
'Monocytes' 'per mm3' '10E9/L' 0.001
'Neutrophils' 'mm3' '10E9/L' 0.001
'Neutrophils' 'per mm3' '10E9/L' 0.001
'Phosphorus' 'g/L' 'mg/L' 100
'Phosphorus' 'mg/L' 'mg/dL' 0.1
'Phosphorus' 'mg/dL' 'mmol/L' 0.323
'Platelets' 'mm3' '10E9/L' 0.001
'Platelets' 'per mm3' '10E9/L' 0.001
'Protein' 'g/dL' 'g/L' 10
'Saturated O2 Fraction' '%' 100
'Saturated O2 Fraction' 'V/V' '%' 100
'Triglycerides' 'mg/dL' 'mmol/L' 0.0113
'Urea' 'g/L' 'mg/dL' 100
'Urea' 'mg/dL' 'mmol/L' 0.3651
'Uric Acid' 'mg/dL' 'mmol/L' 0.05948
'Urine Protein' 'g/L' 'mg/dL' 100
'WBC' ' ml' '10E9/L' 0.001
'WBC' 'mm3' '10E9/L' 0.001
'WBC' 'per mm3' '10E9/L' 0.001
'Iron' 'umol/L' 'ug/dL' 5.5866
'Total Cholesterol' 'mg/L' 'mg/dL' 1
'Red Blood Cells (RBC) ' 'Millions' '10E9/L' 1000
'Red Blood Cells (RBC)' 'T/L' '10E9/L' 1000
'Hemoglobin' 'mg/L' 'g/L' 10
'Free T3' 'pmol/L' 'nmol/L' 0.001
'Uric Acid' 'mmol/L' 'umol/L' 1000
'Total Cholesterol' 'g/L' 'mg/dL' 100
'Neutrophils' '10E6/L' '10E9/L' 0.001
'Monocytes' '10E6/L' '10E9/L' 0.001
'Basophils' '10E6/L' '10E9/L' 0.001
'Eosinophils' '10E6/L' '10E9/L' 0.001
'WBC' '10E6/L' '10E9/L' 0.001
'Fibrinogen' 'g/L' 'mg/dL' 100
'GAMMA-GLOBULIN' 'mg/L' 'mg/dL' 0.1
'Hemoglobin' 'mmol/L' 'g/dL' 1.551
'IMMUNOGLOBULIN M' 'g/L' 'mg/dL' 100
'Lymphocytes' '10E6/L' '10E9/L' 0.001
'IMMUNOGLOBULIN A' 'g/L' 'mg/dL' 100
'Total Cholesterol' 'mg/dL' 'mmol/L' 0.02586
'Platelets' '10E6/L' '10E9/L' 0.001
'Red Blood Cells (RBC)' '10E12/L' '10E9/L' 1000
'Triglycerides' 'g/L' 'mmol/L' 1.129
normal'> 'bilirubin (total)' normal'>'MG/L' normal'>umol/L normal'>1.7104
normal'> 'Basophils' normal'>'10E12/L' normal'>10E9/L normal'>0.001
normal'> 'Blood Urea Nitrogen (BUN)' normal'>'g/L' normal'>mmol/L normal'>3.651
normal'>'Mean Corpuscular Hemoglobin Concentration' normal'>'g/dL' normal'>'g/L' normal'>10
normal'>'Bilirubin (Direct)' normal'>'MG/L' normal'>'umol/L' 1.7104
Note: An empty field in the Unit of measurement indicates that one was not listed.
Alteration of specific values (outlier analysis)
Done if there were two distinct populations separated by a large magnitude, or if a value was undecipherable.
  • For the test 'Creatinine' and unit of measurement 'mmol/L' , 'if x < 10, multiply by 1000 change unit to umol/L)
  • For the test 'Uric Acid' and unit of measurement 'umol/L' , 'if x > 1000, divide by 1000
  • Remove the test 'Urine Ph' if value is <1.5
5/6/2014 5:53:22 PM
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