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Generate Synthetic Raw Data for SDTM DM

Open In Colab

Author: Alpha Traore, Sr Data Scientist, Biostat Consultants Inc.
📁 Project: CDISC Dataset Preparation
📁 Domain: DM (Demographics)
🎯 Purpose: Generate a synthetic raw dataset to simulate DM domain input for SDTM mapping and validation.

📌Overview

This notebook demonstrates the creation of dummy raw data for the Demographics (DM) domain following CDISC standards. The goal is to simulate realistic input data for testing SDTM transformations and downstream programming tasks.

Set Up Folders to Store Final Datasets

# setwd('C:/Users/Waraba/Desktop/R in CDISC _ Jupyter Lab')
# setwd('/Users/SDTM')
# setwd('/Users/ADAM')
# getwd()

Package Installation
Install all required software packages, libraries, or dependencies needed to create, validate, and submit CDISC-compliant datasets.

# install.packages("tidyverse")
# install.packages("glue")
# install.packages("assertthat")
# install.packages("huxtable")
# install.packages("data.table")
# install.packages("hms")
# install.packages("lubridate")
# install.packages("pharmaRTF")
# install.packages("Hmisc")

# install.packages("pacman")

Install Multiples packages

# install.packages(c("tidyverse", "glue", "assertthat", "huxtable", "data.table", "hms", "lubridate", "pharmaRTF", "Hmisc"))

Loading Packages

library(tidyverse)
library(lubridate)

Load Multiples packages

pacman::p_load(tidyverse, glue, assertthat, huxtable, lubridate)

R packages available

library()

Building Mock Raw Dataset for Demographics (DM)

demog<-tribble(
~study,~pt,~sex,~ethnic,~race,~race2,~race3,~race4,~racesp,~age_raw,~age_rawu,~brthdt_raw,~country,
"STU001","1001","Male","Hispanic or Latino","White","","","","","35","Years","","USA",
"STU001","1002","Female","Not Hispanic or Latino","Asian","American Indian or Alaska Native","","","","40","Years","","USA",
"STU001","1003","Male","Hispanic or Latino","Other","","","","BRAZILIAN","40","Years","","USA",
"STU001","1004","Male","Hispanic or Latino","White","","","","","38","Years","","USA",
"STU001","1005","Male","Not Hispanic or Latino","American Indian or Alaska Native","","","","","64","Years","","USA",
"STU001","1006","Female","Not Hispanic or Latino","Native Hawaiian or Other Pacific Islander","","","","","75","Years","","USA",
"STU001","1007","Male","Not Hispanic or Latino","Unknown","","","","","32","Years","","USA",
"STU001","1008","Female","Not Hispanic or Latino","Not Reported","","","","","83","Years","","USA",
)

ipadmin<-tribble(
~study,~pt,~folder,~ipconc,~ipstdt_raw,~ipsttm_raw,~ipqty_raw,~ipqtyu,~ipadj,~ipboxid,
"STU001","1004","WEEK 1","500","05/JAN/2010","8:35","2","mL","","13434371",
"STU001","1004","WEEK 2","500","12/JAN/2010","8:35","2","mL","","52970539",
"STU001","1004","WEEK 3","500","18/JAN/2010","9:30","1","mL","Adverse Event","52120567",
"STU001","1004","WEEK 4","500","25/JAN/2010","8:45","2","mL","","59305202",
"STU001","1005","WEEK 1","500","05/FEB/2010","8:46","2","mL","","13787377",
"STU001","1005","WEEK 2","500","12/FEB/2010","8:30","2","mL","","65580239",
"STU001","1005","WEEK 3","500","19/FEB/2010","8:15","0","mL","Adverse Event","45377264",
"STU001","1006","WEEK 1","500","2/MAR/2010","8:30","1.9","mL","","39024101",
"STU001","1006","WEEK 2","500","10/MAR/2010","8:30","2","mL","","65845489",
"STU001","1007","WEEK 1","500","15/APR/2010","8:23","2","mL","","66223983",
"STU001","1007","WEEK 2","500","22/APR/2010","9:00","2","mL","","71763169",
"STU001","1007","WEEK 3","500","29/APR/2010","9:03","2","mL","","60038358",
"STU001","1007","WEEK 4","500","6/MAY/2010","8:12","2","mL","","68706162",
"STU001","1008","WEEK 1","500","27/JUN/2010","8:45","2","mL","","68891589",
"STU001","1008","WEEK 2","500","4/JUL/2010","8:17","2","mL","","2311359",
"STU001","1008","WEEK 3","500","11/JUL/2010","9:20","2","mL","","3199027",
)

eos<-tribble(
~study,~pt,~eoscat,~eotype,~eostdt_raw,~eoterm,
"STU001","1002","End of Study","","5/JAN/2010","Withdrawl of consent",
"STU001","1003","End of Study","","5/JAN/2010","Death",
"STU001","1004","End of Study","","28/FEB/2010","Completed",
"STU001","1006","End of Study","","25/MAR/2010","Adverse Event",
"STU001","1007","End of Study","","12/JUN/2010","Completed",
"STU001","1008","End of Study","","18/AUG/2010","Subject Request",
)

eoip<-tribble(
~study,~pt,~eoscat,~eotype,~eostdt_raw,~eoterm,
"STU001","1004","End of Treatment","","25/JAN/2010","Completed",
"STU001","1006","End of Treatment","","25/MAR/2010","Adverse Event",
"STU001","1007","End of Treatment","","6/MAY/2010","Completed",
"STU001","1008","End of Treatment","","15/JUL/2010","Subject Request",
)

enrlment<-tribble(
~study,~pt,~folder,~icdt_raw,~icvers,~prtvers,~enrldt_raw,~randdt_raw,~randno,
"STU001","1001","SCR","1/JAN/2010","1","1","","","",
"STU001","1002","SCR","1/JAN/2010","1","1","4/JAN/2010","","",
"STU001","1003","SCR","1/JAN/2010","1","1","3/JAN/2010","3/JAN/2010","514876",
"STU001","1004","SCR","1/JAN/2010","1","1","4/JAN/2010","5/JAN/2010","101415",
"STU001","1005","SCR","15/JAN/2010","1","1","1/FEB/2010","5/FEB/2010","306185",
"STU001","1006","SCR","18/FEB/2010","1","1","1/MAR/2010","1/MAR/2010","987435",
"STU001","1007","SCR","4/APR/2010","2","2","14/APR/2010","14/APR/2010","098745",
"STU001","1008","SCR","20/JUN/2010","2","3","26/JUN/2010","27/JUN/2010","123098",
)

rand<-tribble(
~rand_id,~tx_cd,~cohort,~strata,
"514876","PBO","1","Dummy strata1",
"101415","ACTIVE","1","Dummy strata1",
"306185","ACTIVE","1","Dummy strata1",
"987435","PBO","2","Dummy strata2",
"098745","PBO","2","Dummy strata2",
"123098","ACTIVE","2","Dummy strata2",
)

box<-tribble(
~kitid,~content,
"13434371","ACTIVE",
"52970539","ACTIVE",
"52120567","ACTIVE",
"59305202","ACTIVE",
"13787377","PBO",
"65580239","ACTIVE",
"45377264","ACTIVE",
"39024101","PBO",
"65845489","PBO",
"66223983","PBO",
"71763169","PBO",
"60038358","PBO",
"68706162","PBO",
"68891589","ACTIVE",
"2311359","ACTIVE",
"3199027","ACTIVE",
)

ecg<-tribble(
~study,~pt,~folder,~egdt_raw,~egscat,~egmethod,~egloc,~pr_raw,~qrs_raw,~qt_raw,~qtc_raw,~hr_raw,~egintp,~egintpsp,
"STU001","1004","SCR","4/JAN/2010","SOC","12 Lead","Heart","80","88","409","385","59","Normal","",
"STU001","1005","SCR","5/FEB/2010","SOC","12 Lead","Heart","180","80","360","392","76","Normal","",
"STU001","1005","UNS_ECG","22/FEB/2010","SOC","12 Lead","Heart","190","90","376","408","81","Normal","",
"STU001","1006","SCR","1/MAR/2010","SOC","12 Lead","Heart","142","76","389","411","71","Normal","",
"STU001","1007","SCR","13/APR/2010","SOC","12 Lead","Heart","152","108","396","441","74","Abnormal Not Clinically Significant",
"AV BLOCK Grade 1",
)

physmeas<-tribble(
~study,~pt,~folder,~pmdt_raw,~height_raw,~heightu,~weight_raw,~weightu,
"STU001","1004","SCR","4/JAN/2010","177","Centimeters","87.3","Kilogram",
"STU001","1005","SCR","5/FEB/2010","66.14","Centimeters","76.1","Kilogram",
"STU001","1006","SCR","1/MAR/2010","160","Centimeters","60.9","Kilogram",
"STU001","1007","SCR","13/APR/2010","178","Centimeters","85.4","Kilogram",
)

vitals<-tribble(
~study,~pt,~folder,~vsdt_raw,~sysbp_raw,~diabp_raw,~pos,~hr_raw,~resp_raw,~temp_raw,~tempu,~temploc,
"STU001","1004","SCR","02/JAN/2010","122","72","Supine","79","24","34.8","Celsius","Axilla",
"STU001","1004","WEEK 2","12/JAN/2010","120","82","Supine","87","20","35.3","Celsius","Axilla",
"STU001","1005","SCR","5/FEB/2010","120","85","Sitting","68","14","98.06","Fahrenheit","Axilla",
"STU001","1005","WEEK 2","12/FEB/2010","125","87","Sitting","69","15","36.6","Celsius","Axilla",
"STU001","1005","UNS_VIT","22/FEB/2010","130","90","Sitting","75","18","37.0","Celsius","Axilla",
"STU001","1006","SCR","01/MAR/2010","133","87","Sitting","74","20","36.2","Celsius","Ear",
"STU001","1006","WEEK 2","11/MAR/2010","115","68","Sitting","65","21","35.1","Celsius","Ear",
"STU001","1007","SCR","15/APR/2010","120","80","Sitting","75","21","36.9","Celsius","Axilla",
"STU001","1007","WEEK 2","29/APR/2010","140","80","Sitting","80","","37.4","Celsius","Axilla",
)

lab_hema<-tribble(
~study,~pt,~folder,~lbdt_raw,~test,~specimen,~coll_rslt,~coll_unit,~lower,~upper,
"STU001","1004","SCR","02/Jan/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1004","SCR","02/Jan/2010","EOS","Whole blood",2100,"/uL",500,3000,
"STU001","1004","SCR","02/Jan/2010","FIBRINO","Plasma",260,"mg/dL",150,350,
"STU001","1004","SCR","02/Jan/2010","HCT","Whole blood",50,"%",38,54,
"STU001","1004","SCR","02/Jan/2010","HGB","Whole blood",19,"g/dL",14,18,
"STU001","1004","SCR","02/Jan/2010","LYM","Whole blood",36000,"/uL",10000,40000,
"STU001","1004","SCR","02/Jan/2010","MCH","Whole blood",30,"pg/cell",27,32,
"STU001","1004","SCR","02/Jan/2010","MCHC","Whole blood",39,"g/dL",33,36,
"STU001","1004","SCR","02/Jan/2010","MCV","Whole blood",103,"um^3",80,94,
"STU001","1004","SCR","02/Jan/2010","MONO","Whole blood",3000,"/uL",2000,8000,
"STU001","1004","SCR","02/Jan/2010","NEUT","Whole blood",7900,"/uL",1800,7500,
"STU001","1004","SCR","02/Jan/2010","NEUTSG","Whole blood",53000,"/uL",25000,60000,
"STU001","1004","SCR","02/Jan/2010","PT","Plasma",17,"s",10,20,
"STU001","1004","SCR","02/Jan/2010","RBC","Whole blood",0.57,"10^6 /uL",0.45,0.6,
"STU001","1004","SCR","02/Jan/2010","RETI","Whole blood",60,"10^3 /uL",23,90,
"STU001","1004","SCR","02/Jan/2010","WBC","Whole blood",50000,"/uL",50000,100000,
"STU001","1004","WEEK 1","05/Jan/2010","BASO","Whole blood",0,"/uL",0,1000,
"STU001","1004","WEEK 1","05/Jan/2010","EOS","Whole blood",2500,"/uL",500,3000,
"STU001","1004","WEEK 1","05/Jan/2010","FIBRINO","Plasma",140,"mg/dL",150,350,
"STU001","1004","WEEK 1","05/Jan/2010","HCT","Whole blood",40,"%",38,54,
"STU001","1004","WEEK 1","05/Jan/2010","HGB","Whole blood",13,"g/dL",14,18,
"STU001","1004","WEEK 1","05/Jan/2010","LYM","Whole blood",17000,"/uL",10000,40000,
"STU001","1004","WEEK 1","05/Jan/2010","MCH","Whole blood",27,"pg/cell",27,32,
"STU001","1004","WEEK 1","05/Jan/2010","MCHC","Whole blood",35,"g/dL",33,36,
"STU001","1004","WEEK 1","05/Jan/2010","MCV","Whole blood",93,"um^3",80,94,
"STU001","1004","WEEK 1","05/Jan/2010","MONO","Whole blood",4000,"/uL",2000,8000,
"STU001","1004","WEEK 1","05/Jan/2010","NEUT","Whole blood",5500,"/uL",1800,7500,
"STU001","1004","WEEK 1","05/Jan/2010","NEUTSG","Whole blood",62000,"/uL",25000,60000,
"STU001","1004","WEEK 1","05/Jan/2010","PT","Plasma",21,"s",10,20,
"STU001","1004","WEEK 1","05/Jan/2010","RBC","Whole blood",0.5,"10^6 /uL",0.45,0.6,
"STU001","1004","WEEK 1","05/Jan/2010","RETI","Whole blood",49,"10^3 /uL",23,90,
"STU001","1004","WEEK 1","05/Jan/2010","WBC","Whole blood",81000,"/uL",50000,100000,
"STU001","1004","WEEK 2","12/Jan/2010","BASO","Whole blood",0,"/uL",0,1000,
"STU001","1004","WEEK 2","12/Jan/2010","EOS","Whole blood",3300,"/uL",500,3000,
"STU001","1004","WEEK 2","12/Jan/2010","FIBRINO","Plasma",380,"mg/dL",150,350,
"STU001","1004","WEEK 2","12/Jan/2010","HCT","Whole blood",54,"%",38,54,
"STU001","1004","WEEK 2","12/Jan/2010","HGB","Whole blood",16,"g/dL",14,18,
"STU001","1004","WEEK 2","12/Jan/2010","LYM","Whole blood",18000,"/uL",10000,40000,
"STU001","1004","WEEK 2","12/Jan/2010","MCH","Whole blood",29,"pg/cell",27,32,
"STU001","1004","WEEK 2","12/Jan/2010","MCHC","Whole blood",34,"g/dL",33,36,
"STU001","1004","WEEK 2","12/Jan/2010","MCV","Whole blood",83,"um^3",80,94,
"STU001","1004","WEEK 2","12/Jan/2010","MONO","Whole blood",8000,"/uL",2000,8000,
"STU001","1004","WEEK 2","12/Jan/2010","NEUT","Whole blood",4500,"/uL",1800,7500,
"STU001","1004","WEEK 2","12/Jan/2010","NEUTSG","Whole blood",48000,"/uL",25000,60000,
"STU001","1004","WEEK 2","12/Jan/2010","PT","Plasma",22,"s",10,20,
"STU001","1004","WEEK 2","12/Jan/2010","RBC","Whole blood",0.48,"10^6 /uL",0.45,0.6,
"STU001","1004","WEEK 2","12/Jan/2010","RETI","Whole blood",79,"10^3 /uL",23,90,
"STU001","1004","WEEK 2","12/Jan/2010","WBC","Whole blood",71000,"/uL",50000,100000,
"STU001","1004","WEEK 3","18/Jan/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1004","WEEK 3","18/Jan/2010","EOS","Whole blood",600,"/uL",500,3000,
"STU001","1004","WEEK 3","18/Jan/2010","FIBRINO","Plasma",380,"mg/dL",150,350,
"STU001","1004","WEEK 3","18/Jan/2010","HCT","Whole blood",45,"%",38,54,
"STU001","1004","WEEK 3","18/Jan/2010","HGB","Whole blood",18,"g/dL",14,18,
"STU001","1004","WEEK 3","18/Jan/2010","LYM","Whole blood",17000,"/uL",10000,40000,
"STU001","1004","WEEK 3","18/Jan/2010","MCH","Whole blood",33,"pg/cell",27,32,
"STU001","1004","WEEK 3","18/Jan/2010","MCHC","Whole blood",39,"g/dL",33,36,
"STU001","1004","WEEK 3","18/Jan/2010","MCV","Whole blood",76,"um^3",80,94,
"STU001","1004","WEEK 3","18/Jan/2010","MONO","Whole blood",3000,"/uL",2000,8000,
"STU001","1004","WEEK 3","18/Jan/2010","NEUT","Whole blood",5700,"/uL",1800,7500,
"STU001","1004","WEEK 3","18/Jan/2010","NEUTSG","Whole blood",64000,"/uL",25000,60000,
"STU001","1004","WEEK 3","18/Jan/2010","PT","Plasma",9,"s",10,20,
"STU001","1004","WEEK 3","18/Jan/2010","RBC","Whole blood",0.55,"10^6 /uL",0.45,0.6,
"STU001","1004","WEEK 3","18/Jan/2010","RETI","Whole blood",34,"10^3 /uL",23,90,
"STU001","1004","WEEK 3","18/Jan/2010","WBC","Whole blood",51000,"/uL",50000,100000,
"STU001","1004","WEEK 4","25/Jan/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1004","WEEK 4","25/Jan/2010","EOS","Whole blood",2900,"/uL",500,3000,
"STU001","1004","WEEK 4","25/Jan/2010","FIBRINO","Plasma",180,"mg/dL",150,350,
"STU001","1004","WEEK 4","25/Jan/2010","HCT","Whole blood",43,"%",38,54,
"STU001","1004","WEEK 4","25/Jan/2010","HGB","Whole blood",15,"g/dL",14,18,
"STU001","1004","WEEK 4","25/Jan/2010","LYM","Whole blood",16000,"/uL",10000,40000,
"STU001","1004","WEEK 4","25/Jan/2010","MCH","Whole blood",31,"pg/cell",27,32,
"STU001","1004","WEEK 4","25/Jan/2010","MCHC","Whole blood",37,"g/dL",33,36,
"STU001","1004","WEEK 4","25/Jan/2010","MCV","Whole blood",88,"um^3",80,94,
"STU001","1004","WEEK 4","25/Jan/2010","MONO","Whole blood",8000,"/uL",2000,8000,
"STU001","1004","WEEK 4","25/Jan/2010","NEUT","Whole blood",7600,"/uL",1800,7500,
"STU001","1004","WEEK 4","25/Jan/2010","NEUTSG","Whole blood",54000,"/uL",25000,60000,
"STU001","1004","WEEK 4","25/Jan/2010","PT","Plasma",11,"s",10,20,
"STU001","1004","WEEK 4","25/Jan/2010","RBC","Whole blood",0.59,"10^6 /uL",0.45,0.6,
"STU001","1004","WEEK 4","25/Jan/2010","RETI","Whole blood",48,"10^3 /uL",23,90,
"STU001","1004","WEEK 4","25/Jan/2010","WBC","Whole blood",60000,"/uL",50000,100000,
"STU001","1005","SCR","02/Feb/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1005","SCR","02/Feb/2010","EOS","Whole blood",2600,"/uL",500,3000,
"STU001","1005","SCR","02/Feb/2010","FIBRINO","Plasma",310,"mg/dL",150,350,
"STU001","1005","SCR","02/Feb/2010","HCT","Whole blood",41,"%",38,54,
"STU001","1005","SCR","02/Feb/2010","HGB","Whole blood",18,"g/dL",14,18,
"STU001","1005","SCR","02/Feb/2010","LYM","Whole blood",29000,"/uL",10000,40000,
"STU001","1005","SCR","02/Feb/2010","MCH","Whole blood",28,"pg/cell",27,32,
"STU001","1005","SCR","02/Feb/2010","MCHC","Whole blood",37,"g/dL",33,36,
"STU001","1005","SCR","02/Feb/2010","MCV","Whole blood",78,"um^3",80,94,
"STU001","1005","SCR","02/Feb/2010","MONO","Whole blood",2000,"/uL",2000,8000,
"STU001","1005","SCR","02/Feb/2010","NEUT","Whole blood",8000,"/uL",1800,7500,
"STU001","1005","SCR","02/Feb/2010","NEUTSG","Whole blood",51000,"/uL",25000,60000,
"STU001","1005","SCR","02/Feb/2010","PT","Plasma",10,"s",10,20,
"STU001","1005","SCR","02/Feb/2010","RBC","Whole blood",0.56,"10^6 /uL",0.45,0.6,
"STU001","1005","SCR","02/Feb/2010","RETI","Whole blood",98,"10^3 /uL",23,90,
"STU001","1005","SCR","02/Feb/2010","WBC","Whole blood",82000,"/uL",50000,100000,
"STU001","1005","WEEK 1","05/Feb/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1005","WEEK 1","05/Feb/2010","EOS","Whole blood",1400,"/uL",500,3000,
"STU001","1005","WEEK 1","05/Feb/2010","FIBRINO","Plasma",340,"mg/dL",150,350,
"STU001","1005","WEEK 1","05/Feb/2010","HCT","Whole blood",55,"%",38,54,
"STU001","1005","WEEK 1","05/Feb/2010","HGB","Whole blood",20,"g/dL",14,18,
"STU001","1005","WEEK 1","05/Feb/2010","LYM","Whole blood",41000,"/uL",10000,40000,
"STU001","1005","WEEK 1","05/Feb/2010","MCH","Whole blood",31,"pg/cell",27,32,
"STU001","1005","WEEK 1","05/Feb/2010","MCHC","Whole blood",38,"g/dL",33,36,
"STU001","1005","WEEK 1","05/Feb/2010","MCV","Whole blood",100,"um^3",80,94,
"STU001","1005","WEEK 1","05/Feb/2010","MONO","Whole blood",6000,"/uL",2000,8000,
"STU001","1005","WEEK 1","05/Feb/2010","NEUT","Whole blood",5500,"/uL",1800,7500,
"STU001","1005","WEEK 1","05/Feb/2010","NEUTSG","Whole blood",60000,"/uL",25000,60000,
"STU001","1005","WEEK 1","05/Feb/2010","PT","Plasma",16,"s",10,20,
"STU001","1005","WEEK 1","05/Feb/2010","RBC","Whole blood",0.52,"10^6 /uL",0.45,0.6,
"STU001","1005","WEEK 1","05/Feb/2010","RETI","Whole blood",29,"10^3 /uL",23,90,
"STU001","1005","WEEK 1","05/Feb/2010","WBC","Whole blood",68000,"/uL",50000,100000,
"STU001","1005","WEEK 2","12/Feb/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1005","WEEK 2","12/Feb/2010","EOS","Whole blood",2700,"/uL",500,3000,
"STU001","1005","WEEK 2","12/Feb/2010","FIBRINO","Plasma",230,"mg/dL",150,350,
"STU001","1005","WEEK 2","12/Feb/2010","HCT","Whole blood",50,"%",38,54,
"STU001","1005","WEEK 2","12/Feb/2010","HGB","Whole blood",20,"g/dL",14,18,
"STU001","1005","WEEK 2","12/Feb/2010","LYM","Whole blood",21000,"/uL",10000,40000,
"STU001","1005","WEEK 2","12/Feb/2010","MCH","Whole blood",25,"pg/cell",27,32,
"STU001","1005","WEEK 2","12/Feb/2010","MCHC","Whole blood",38,"g/dL",33,36,
"STU001","1005","WEEK 2","12/Feb/2010","MCV","Whole blood",79,"um^3",80,94,
"STU001","1005","WEEK 2","12/Feb/2010","MONO","Whole blood",8000,"/uL",2000,8000,
"STU001","1005","WEEK 2","12/Feb/2010","NEUT","Whole blood",7200,"/uL",1800,7500,
"STU001","1005","WEEK 2","12/Feb/2010","NEUTSG","Whole blood",46000,"/uL",25000,60000,
"STU001","1005","WEEK 2","12/Feb/2010","PT","Plasma",16,"s",10,20,
"STU001","1005","WEEK 2","12/Feb/2010","RBC","Whole blood",0.46,"10^6 /uL",0.45,0.6,
"STU001","1005","WEEK 2","12/Feb/2010","RETI","Whole blood",51,"10^3 /uL",23,90,
"STU001","1005","WEEK 2","12/Feb/2010","WBC","Whole blood",80000,"/uL",50000,100000,
"STU001","1005","WEEK 3","19/Feb/2010","BASO","Whole blood",0,"/uL",0,1000,
"STU001","1005","WEEK 3","19/Feb/2010","EOS","Whole blood",500,"/uL",500,3000,
"STU001","1005","WEEK 3","19/Feb/2010","FIBRINO","Plasma",230,"mg/dL",150,350,
"STU001","1005","WEEK 3","19/Feb/2010","HCT","Whole blood",42,"%",38,54,
"STU001","1005","WEEK 3","19/Feb/2010","HGB","Whole blood",15,"g/dL",14,18,
"STU001","1005","WEEK 3","19/Feb/2010","LYM","Whole blood",27000,"/uL",10000,40000,
"STU001","1005","WEEK 3","19/Feb/2010","MCH","Whole blood",32,"pg/cell",27,32,
"STU001","1005","WEEK 3","19/Feb/2010","MCHC","Whole blood",38,"g/dL",33,36,
"STU001","1005","WEEK 3","19/Feb/2010","MCV","Whole blood",77,"um^3",80,94,
"STU001","1005","WEEK 3","19/Feb/2010","MONO","Whole blood",7000,"/uL",2000,8000,
"STU001","1005","WEEK 3","19/Feb/2010","NEUT","Whole blood",3200,"/uL",1800,7500,
"STU001","1005","WEEK 3","19/Feb/2010","NEUTSG","Whole blood",25000,"/uL",25000,60000,
"STU001","1005","WEEK 3","19/Feb/2010","PT","Plasma",19,"s",10,20,
"STU001","1005","WEEK 3","19/Feb/2010","RBC","Whole blood",0.63,"10^6 /uL",0.45,0.6,
"STU001","1005","WEEK 3","19/Feb/2010","RETI","Whole blood",43,"10^3 /uL",23,90,
"STU001","1005","WEEK 3","19/Feb/2010","WBC","Whole blood",99000,"/uL",50000,100000,
"STU001","1006","SCR","27/Feb/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1006","SCR","27/Feb/2010","EOS","Whole blood",1500,"/uL",500,3000,
"STU001","1006","SCR","27/Feb/2010","FIBRINO","Plasma",370,"mg/dL",150,350,
"STU001","1006","SCR","27/Feb/2010","HCT","Whole blood",37,"%",38,54,
"STU001","1006","SCR","27/Feb/2010","HGB","Whole blood",15,"g/dL",14,18,
"STU001","1006","SCR","27/Feb/2010","LYM","Whole blood",35000,"/uL",10000,40000,
"STU001","1006","SCR","27/Feb/2010","MCH","Whole blood",24,"pg/cell",27,32,
"STU001","1006","SCR","27/Feb/2010","MCHC","Whole blood",37,"g/dL",33,36,
"STU001","1006","SCR","27/Feb/2010","MCV","Whole blood",91,"um^3",80,94,
"STU001","1006","SCR","27/Feb/2010","MONO","Whole blood",5000,"/uL",2000,8000,
"STU001","1006","SCR","27/Feb/2010","NEUT","Whole blood",3500,"/uL",1800,7500,
"STU001","1006","SCR","27/Feb/2010","NEUTSG","Whole blood",25000,"/uL",25000,60000,
"STU001","1006","SCR","27/Feb/2010","PT","Plasma",12,"s",10,20,
"STU001","1006","SCR","27/Feb/2010","RBC","Whole blood",0.6,"10^6 /uL",0.45,0.6,
"STU001","1006","SCR","27/Feb/2010","RETI","Whole blood",46,"10^3 /uL",23,90,
"STU001","1006","SCR","27/Feb/2010","WBC","Whole blood",71000,"/uL",50000,100000,
"STU001","1006","WEEK 1","02/Mar/2010","BASO","Whole blood",0,"/uL",0,1000,
"STU001","1006","WEEK 1","02/Mar/2010","EOS","Whole blood",3000,"/uL",500,3000,
"STU001","1006","WEEK 1","02/Mar/2010","FIBRINO","Plasma",210,"mg/dL",150,350,
"STU001","1006","WEEK 1","02/Mar/2010","HCT","Whole blood",37,"%",38,54,
"STU001","1006","WEEK 1","02/Mar/2010","HGB","Whole blood",16,"g/dL",14,18,
"STU001","1006","WEEK 1","02/Mar/2010","LYM","Whole blood",18000,"/uL",10000,40000,
"STU001","1006","WEEK 1","02/Mar/2010","MCH","Whole blood",32,"pg/cell",27,32,
"STU001","1006","WEEK 1","02/Mar/2010","MCHC","Whole blood",32,"g/dL",33,36,
"STU001","1006","WEEK 1","02/Mar/2010","MCV","Whole blood",73,"um^3",80,94,
"STU001","1006","WEEK 1","02/Mar/2010","MONO","Whole blood",2000,"/uL",2000,8000,
"STU001","1006","WEEK 1","02/Mar/2010","NEUT","Whole blood",5300,"/uL",1800,7500,
"STU001","1006","WEEK 1","02/Mar/2010","NEUTSG","Whole blood",33000,"/uL",25000,60000,
"STU001","1006","WEEK 1","02/Mar/2010","PT","Plasma",14,"s",10,20,
"STU001","1006","WEEK 1","02/Mar/2010","RBC","Whole blood",0.48,"10^6 /uL",0.45,0.6,
"STU001","1006","WEEK 1","02/Mar/2010","RETI","Whole blood",38,"10^3 /uL",23,90,
"STU001","1006","WEEK 1","02/Mar/2010","WBC","Whole blood",65000,"/uL",50000,100000,
"STU001","1006","WEEK 2","10/Mar/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1006","WEEK 2","10/Mar/2010","EOS","Whole blood",1200,"/uL",500,3000,
"STU001","1006","WEEK 2","10/Mar/2010","FIBRINO","Plasma",150,"mg/dL",150,350,
"STU001","1006","WEEK 2","10/Mar/2010","HCT","Whole blood",44,"%",38,54,
"STU001","1006","WEEK 2","10/Mar/2010","HGB","Whole blood",14,"g/dL",14,18,
"STU001","1006","WEEK 2","10/Mar/2010","LYM","Whole blood",31000,"/uL",10000,40000,
"STU001","1006","WEEK 2","10/Mar/2010","MCH","Whole blood",34,"pg/cell",27,32,
"STU001","1006","WEEK 2","10/Mar/2010","MCHC","Whole blood",32,"g/dL",33,36,
"STU001","1006","WEEK 2","10/Mar/2010","MCV","Whole blood",73,"um^3",80,94,
"STU001","1006","WEEK 2","10/Mar/2010","MONO","Whole blood",9000,"/uL",2000,8000,
"STU001","1006","WEEK 2","10/Mar/2010","NEUT","Whole blood",6200,"/uL",1800,7500,
"STU001","1006","WEEK 2","10/Mar/2010","NEUTSG","Whole blood",47000,"/uL",25000,60000,
"STU001","1006","WEEK 2","10/Mar/2010","PT","Plasma",18,"s",10,20,
"STU001","1006","WEEK 2","10/Mar/2010","RBC","Whole blood",0.51,"10^6 /uL",0.45,0.6,
"STU001","1006","WEEK 2","10/Mar/2010","RETI","Whole blood",53,"10^3 /uL",23,90,
"STU001","1006","WEEK 2","10/Mar/2010","WBC","Whole blood",59000,"/uL",50000,100000,
"STU001","1007","SCR","12/Apr/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1007","SCR","12/Apr/2010","EOS","Whole blood",2100,"/uL",500,3000,
"STU001","1007","SCR","12/Apr/2010","FIBRINO","Plasma",190,"mg/dL",150,350,
"STU001","1007","SCR","12/Apr/2010","HCT","Whole blood",55,"%",38,54,
"STU001","1007","SCR","12/Apr/2010","HGB","Whole blood",15,"g/dL",14,18,
"STU001","1007","SCR","12/Apr/2010","LYM","Whole blood",38000,"/uL",10000,40000,
"STU001","1007","SCR","12/Apr/2010","MCH","Whole blood",29,"pg/cell",27,32,
"STU001","1007","SCR","12/Apr/2010","MCHC","Whole blood",31,"g/dL",33,36,
"STU001","1007","SCR","12/Apr/2010","MCV","Whole blood",74,"um^3",80,94,
"STU001","1007","SCR","12/Apr/2010","MONO","Whole blood",7000,"/uL",2000,8000,
"STU001","1007","SCR","12/Apr/2010","NEUT","Whole blood",7700,"/uL",1800,7500,
"STU001","1007","SCR","12/Apr/2010","NEUTSG","Whole blood",46000,"/uL",25000,60000,
"STU001","1007","SCR","12/Apr/2010","PT","Plasma",21,"s",10,20,
"STU001","1007","SCR","12/Apr/2010","RBC","Whole blood",0.46,"10^6 /uL",0.45,0.6,
"STU001","1007","SCR","12/Apr/2010","RETI","Whole blood",65,"10^3 /uL",23,90,
"STU001","1007","SCR","12/Apr/2010","WBC","Whole blood",103000,"/uL",50000,100000,
"STU001","1007","WEEK 1","15/Apr/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1007","WEEK 1","15/Apr/2010","EOS","Whole blood",2600,"/uL",500,3000,
"STU001","1007","WEEK 1","15/Apr/2010","FIBRINO","Plasma",280,"mg/dL",150,350,
"STU001","1007","WEEK 1","15/Apr/2010","HCT","Whole blood",40,"%",38,54,
"STU001","1007","WEEK 1","15/Apr/2010","HGB","Whole blood",14,"g/dL",14,18,
"STU001","1007","WEEK 1","15/Apr/2010","LYM","Whole blood",13000,"/uL",10000,40000,
"STU001","1007","WEEK 1","15/Apr/2010","MCH","Whole blood",32,"pg/cell",27,32,
"STU001","1007","WEEK 1","15/Apr/2010","MCHC","Whole blood",36,"g/dL",33,36,
"STU001","1007","WEEK 1","15/Apr/2010","MCV","Whole blood",95,"um^3",80,94,
"STU001","1007","WEEK 1","15/Apr/2010","MONO","Whole blood",4000,"/uL",2000,8000,
"STU001","1007","WEEK 1","15/Apr/2010","NEUT","Whole blood",7300,"/uL",1800,7500,
"STU001","1007","WEEK 1","15/Apr/2010","NEUTSG","Whole blood",48000,"/uL",25000,60000,
"STU001","1007","WEEK 1","15/Apr/2010","PT","Plasma",15,"s",10,20,
"STU001","1007","WEEK 1","15/Apr/2010","RBC","Whole blood",0.47,"10^6 /uL",0.45,0.6,
"STU001","1007","WEEK 1","15/Apr/2010","RETI","Whole blood",82,"10^3 /uL",23,90,
"STU001","1007","WEEK 1","15/Apr/2010","WBC","Whole blood",52000,"/uL",50000,100000,
"STU001","1007","WEEK 2","22/Apr/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1007","WEEK 2","22/Apr/2010","EOS","Whole blood",2600,"/uL",500,3000,
"STU001","1007","WEEK 2","22/Apr/2010","FIBRINO","Plasma",350,"mg/dL",150,350,
"STU001","1007","WEEK 2","22/Apr/2010","HCT","Whole blood",42,"%",38,54,
"STU001","1007","WEEK 2","22/Apr/2010","HGB","Whole blood",14,"g/dL",14,18,
"STU001","1007","WEEK 2","22/Apr/2010","LYM","Whole blood",41000,"/uL",10000,40000,
"STU001","1007","WEEK 2","22/Apr/2010","MCH","Whole blood",29,"pg/cell",27,32,
"STU001","1007","WEEK 2","22/Apr/2010","MCHC","Whole blood",32,"g/dL",33,36,
"STU001","1007","WEEK 2","22/Apr/2010","MCV","Whole blood",94,"um^3",80,94,
"STU001","1007","WEEK 2","22/Apr/2010","MONO","Whole blood",3000,"/uL",2000,8000,
"STU001","1007","WEEK 2","22/Apr/2010","NEUT","Whole blood",7200,"/uL",1800,7500,
"STU001","1007","WEEK 2","22/Apr/2010","NEUTSG","Whole blood",37000,"/uL",25000,60000,
"STU001","1007","WEEK 2","22/Apr/2010","PT","Plasma",10,"s",10,20,
"STU001","1007","WEEK 2","22/Apr/2010","RBC","Whole blood",0.48,"10^6 /uL",0.45,0.6,
"STU001","1007","WEEK 2","22/Apr/2010","RETI","Whole blood",31,"10^3 /uL",23,90,
"STU001","1007","WEEK 2","22/Apr/2010","WBC","Whole blood",93000,"/uL",50000,100000,
"STU001","1007","WEEK 3","29/Apr/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1007","WEEK 3","29/Apr/2010","EOS","Whole blood",2600,"/uL",500,3000,
"STU001","1007","WEEK 3","29/Apr/2010","FIBRINO","Plasma",200,"mg/dL",150,350,
"STU001","1007","WEEK 3","29/Apr/2010","HCT","Whole blood",48,"%",38,54,
"STU001","1007","WEEK 3","29/Apr/2010","HGB","Whole blood",15,"g/dL",14,18,
"STU001","1007","WEEK 3","29/Apr/2010","LYM","Whole blood",25000,"/uL",10000,40000,
"STU001","1007","WEEK 3","29/Apr/2010","MCH","Whole blood",28,"pg/cell",27,32,
"STU001","1007","WEEK 3","29/Apr/2010","MCHC","Whole blood",38,"g/dL",33,36,
"STU001","1007","WEEK 3","29/Apr/2010","MCV","Whole blood",99,"um^3",80,94,
"STU001","1007","WEEK 3","29/Apr/2010","MONO","Whole blood",7000,"/uL",2000,8000,
"STU001","1007","WEEK 3","29/Apr/2010","NEUT","Whole blood",5000,"/uL",1800,7500,
"STU001","1007","WEEK 3","29/Apr/2010","NEUTSG","Whole blood",42000,"/uL",25000,60000,
"STU001","1007","WEEK 3","29/Apr/2010","PT","Plasma",17,"s",10,20,
"STU001","1007","WEEK 3","29/Apr/2010","RBC","Whole blood",0.53,"10^6 /uL",0.45,0.6,
"STU001","1007","WEEK 3","29/Apr/2010","RETI","Whole blood",24,"10^3 /uL",23,90,
"STU001","1007","WEEK 3","29/Apr/2010","WBC","Whole blood",86000,"/uL",50000,100000,
"STU001","1007","WEEK 4","06/May/2010","BASO","Whole blood",0,"/uL",0,1000,
"STU001","1007","WEEK 4","06/May/2010","EOS","Whole blood",1400,"/uL",500,3000,
"STU001","1007","WEEK 4","06/May/2010","FIBRINO","Plasma",300,"mg/dL",150,350,
"STU001","1007","WEEK 4","06/May/2010","HCT","Whole blood",50,"%",38,54,
"STU001","1007","WEEK 4","06/May/2010","HGB","Whole blood",15,"g/dL",14,18,
"STU001","1007","WEEK 4","06/May/2010","LYM","Whole blood",24000,"/uL",10000,40000,
"STU001","1007","WEEK 4","06/May/2010","MCH","Whole blood",26,"pg/cell",27,32,
"STU001","1007","WEEK 4","06/May/2010","MCHC","Whole blood",31,"g/dL",33,36,
"STU001","1007","WEEK 4","06/May/2010","MCV","Whole blood",82,"um^3",80,94,
"STU001","1007","WEEK 4","06/May/2010","MONO","Whole blood",3000,"/uL",2000,8000,
"STU001","1007","WEEK 4","06/May/2010","NEUT","Whole blood",4300,"/uL",1800,7500,
"STU001","1007","WEEK 4","06/May/2010","NEUTSG","Whole blood",63000,"/uL",25000,60000,
"STU001","1007","WEEK 4","06/May/2010","PT","Plasma",18,"s",10,20,
"STU001","1007","WEEK 4","06/May/2010","RBC","Whole blood",0.46,"10^6 /uL",0.45,0.6,
"STU001","1007","WEEK 4","06/May/2010","RETI","Whole blood",77,"10^3 /uL",23,90,
"STU001","1007","WEEK 4","06/May/2010","WBC","Whole blood",67000,"/uL",50000,100000,
"STU001","1008","SCR","24/Jun/2010","BASO","Whole blood",0,"/uL",0,1000,
"STU001","1008","SCR","24/Jun/2010","EOS","Whole blood",1500,"/uL",500,3000,
"STU001","1008","SCR","24/Jun/2010","FIBRINO","Plasma",150,"mg/dL",150,350,
"STU001","1008","SCR","24/Jun/2010","HCT","Whole blood",51,"%",38,54,
"STU001","1008","SCR","24/Jun/2010","HGB","Whole blood",19,"g/dL",14,18,
"STU001","1008","SCR","24/Jun/2010","LYM","Whole blood",13000,"/uL",10000,40000,
"STU001","1008","SCR","24/Jun/2010","MCH","Whole blood",31,"pg/cell",27,32,
"STU001","1008","SCR","24/Jun/2010","MCHC","Whole blood",36,"g/dL",33,36,
"STU001","1008","SCR","24/Jun/2010","MCV","Whole blood",96,"um^3",80,94,
"STU001","1008","SCR","24/Jun/2010","MONO","Whole blood",3000,"/uL",2000,8000,
"STU001","1008","SCR","24/Jun/2010","NEUT","Whole blood",2400,"/uL",1800,7500,
"STU001","1008","SCR","24/Jun/2010","NEUTSG","Whole blood",25000,"/uL",25000,60000,
"STU001","1008","SCR","24/Jun/2010","PT","Plasma",11,"s",10,20,
"STU001","1008","SCR","24/Jun/2010","RBC","Whole blood",0.46,"10^6 /uL",0.45,0.6,
"STU001","1008","SCR","24/Jun/2010","RETI","Whole blood",55,"10^3 /uL",23,90,
"STU001","1008","SCR","24/Jun/2010","WBC","Whole blood",109000,"/uL",50000,100000,
"STU001","1008","WEEK 1","27/Jun/2010","BASO","Whole blood",1000,"/uL",0,1000,
"STU001","1008","WEEK 1","27/Jun/2010","EOS","Whole blood",2300,"/uL",500,3000,
"STU001","1008","WEEK 1","27/Jun/2010","FIBRINO","Plasma",250,"mg/dL",150,350,
"STU001","1008","WEEK 1","27/Jun/2010","HCT","Whole blood",50,"%",38,54,
"STU001","1008","WEEK 1","27/Jun/2010","HGB","Whole blood",15,"g/dL",14,18,
"STU001","1008","WEEK 1","27/Jun/2010","LYM","Whole blood",16000,"/uL",10000,40000,
"STU001","1008","WEEK 1","27/Jun/2010","MCH","Whole blood",34,"pg/cell",27,32,
"STU001","1008","WEEK 1","27/Jun/2010","MCHC","Whole blood",33,"g/dL",33,36,
"STU001","1008","WEEK 1","27/Jun/2010","MCV","Whole blood",88,"um^3",80,94,
"STU001","1008","WEEK 1","27/Jun/2010","MONO","Whole blood",3000,"/uL",2000,8000,
"STU001","1008","WEEK 1","27/Jun/2010","NEUT","Whole blood",3700,"/uL",1800,7500,
"STU001","1008","WEEK 1","27/Jun/2010","NEUTSG","Whole blood",32000,"/uL",25000,60000,
"STU001","1008","WEEK 1","27/Jun/2010","PT","Plasma",22,"s",10,20,
"STU001","1008","WEEK 1","27/Jun/2010","RBC","Whole blood",0.59,"10^6 /uL",0.45,0.6,
"STU001","1008","WEEK 1","27/Jun/2010","RETI","Whole blood",74,"10^3 /uL",23,90,
"STU001","1008","WEEK 1","27/Jun/2010","WBC","Whole blood",59000,"/uL",50000,100000,
"STU001","1008","WEEK 2","04/Jul/2010","BASO","Whole blood",0,"/uL",0,1000,
"STU001","1008","WEEK 2","04/Jul/2010","EOS","Whole blood",2600,"/uL",500,3000,
"STU001","1008","WEEK 2","04/Jul/2010","FIBRINO","Plasma",330,"mg/dL",150,350,
"STU001","1008","WEEK 2","04/Jul/2010","HCT","Whole blood",51,"%",38,54,
"STU001","1008","WEEK 2","04/Jul/2010","HGB","Whole blood",17,"g/dL",14,18,
"STU001","1008","WEEK 2","04/Jul/2010","LYM","Whole blood",27000,"/uL",10000,40000,
"STU001","1008","WEEK 2","04/Jul/2010","MCH","Whole blood",31,"pg/cell",27,32,
"STU001","1008","WEEK 2","04/Jul/2010","MCHC","Whole blood",39,"g/dL",33,36,
"STU001","1008","WEEK 2","04/Jul/2010","MCV","Whole blood",76,"um^3",80,94,
"STU001","1008","WEEK 2","04/Jul/2010","MONO","Whole blood",5000,"/uL",2000,8000,
"STU001","1008","WEEK 2","04/Jul/2010","NEUT","Whole blood",4500,"/uL",1800,7500,
"STU001","1008","WEEK 2","04/Jul/2010","NEUTSG","Whole blood",31000,"/uL",25000,60000,
"STU001","1008","WEEK 2","04/Jul/2010","PT","Plasma",14,"s",10,20,
"STU001","1008","WEEK 2","04/Jul/2010","RBC","Whole blood",0.51,"10^6 /uL",0.45,0.6,
"STU001","1008","WEEK 2","04/Jul/2010","RETI","Whole blood",53,"10^3 /uL",23,90,
"STU001","1008","WEEK 2","04/Jul/2010","WBC","Whole blood",105000,"/uL",50000,100000,
"STU001","1008","WEEK 3","11/Jul/2010","BASO","Whole blood",0,"/uL",0,1000,
"STU001","1008","WEEK 3","11/Jul/2010","EOS","Whole blood",2700,"/uL",500,3000,
"STU001","1008","WEEK 3","11/Jul/2010","FIBRINO","Plasma",260,"mg/dL",150,350,
"STU001","1008","WEEK 3","11/Jul/2010","HCT","Whole blood",46,"%",38,54,
"STU001","1008","WEEK 3","11/Jul/2010","HGB","Whole blood",16,"g/dL",14,18,
"STU001","1008","WEEK 3","11/Jul/2010","LYM","Whole blood",42000,"/uL",10000,40000,
"STU001","1008","WEEK 3","11/Jul/2010","MCH","Whole blood",29,"pg/cell",27,32,
"STU001","1008","WEEK 3","11/Jul/2010","MCHC","Whole blood",32,"g/dL",33,36,
"STU001","1008","WEEK 3","11/Jul/2010","MCV","Whole blood",92,"um^3",80,94,
"STU001","1008","WEEK 3","11/Jul/2010","MONO","Whole blood",7000,"/uL",2000,8000,
"STU001","1008","WEEK 3","11/Jul/2010","NEUT","Whole blood",4400,"/uL",1800,7500,
"STU001","1008","WEEK 3","11/Jul/2010","NEUTSG","Whole blood",31000,"/uL",25000,60000,
"STU001","1008","WEEK 3","11/Jul/2010","PT","Plasma",22,"s",10,20,
"STU001","1008","WEEK 3","11/Jul/2010","RBC","Whole blood",0.6,"10^6 /uL",0.45,0.6,
"STU001","1008","WEEK 3","11/Jul/2010","RETI","Whole blood",76,"10^3 /uL",23,90,
"STU001","1008","WEEK 3","11/Jul/2010","WBC","Whole blood",61000,"/uL",50000,100000,
)

lab_chem<-tribble(
~study,~pt,~folder,~lbdt_raw,~lbtm_raw,~test,~specimen,~coll_rslt,~coll_unit,~lower,~upper,
"STU001","1004","SCR","02/Jan/2010","","ALB","Serum",3,"g/dL",4,6,
"STU001","1004","SCR","02/Jan/2010","","ALP","Serum",10299,"U/L",2994,9581,
"STU001","1004","SCR","02/Jan/2010","","ALT","Serum",2395,"U/L",599,2395,
"STU001","1004","SCR","02/Jan/2010","","AMYLASE","Serum",7485,"U/L",3174,7365,
"STU001","1004","SCR","02/Jan/2010","","AST","Serum",1078,"U/L",599,2395,
"STU001","1004","SCR","02/Jan/2010","","BICARB","Serum",20,"mEq/L",18,30,
"STU001","1004","SCR","02/Jan/2010","","BILDIR","Serum",0.3,"mg/dL",0,0.3,
"STU001","1004","SCR","02/Jan/2010","","BILI","Serum",1.29,"mg/dL",0.1,1.2,
"STU001","1004","SCR","02/Jan/2010","","CA","Serum",8.92,"mg/dL",8.5,10.5,
"STU001","1004","SCR","02/Jan/2010","","CACR","Serum",8.27,"mg/dL",8.5,10.5,
"STU001","1004","SCR","02/Jan/2010","","CHOL","Serum",162.55,"mg/dL",149.81,198.84,
"STU001","1004","SCR","02/Jan/2010","","CL","Serum",91,"mEq/L",98,106,
"STU001","1004","SCR","02/Jan/2010","","CREAT","Serum",1.78,"mg/dL",1,2,
"STU001","1004","SCR","02/Jan/2010","","GGT","Serum",28.56,"U/L",8,78,
"STU001","1004","SCR","02/Jan/2010","","HDL","Serum",40.15,"mg/dL",40.15,0,
"STU001","1004","SCR","02/Jan/2010","","K","Serum",5.9,"mEq/L",3.5,5.5,
"STU001","1004","SCR","02/Jan/2010","","LDH","Serum",99.4,"U/L",59.88,100,
"STU001","1004","SCR","02/Jan/2010","","LDL","Serum",107.34,"mg/dL",0,129.73,
"STU001","1004","SCR","02/Jan/2010","","MG","Serum",1.77,"mg/dL",1.8,3.6,
"STU001","1004","SCR","02/Jan/2010","","PHOS","Serum",4.22,"mg/dL",3,4.49,
"STU001","1004","SCR","02/Jan/2010","","PROT","Serum",6,"g/dL",6,8,
"STU001","1004","SCR","02/Jan/2010","","SODIUM","Serum",126,"mEq/L",135,147,
"STU001","1004","SCR","02/Jan/2010","","TRIG","Serum",119.74,"mg/dL",40,200,
"STU001","1004","SCR","02/Jan/2010","","UREAN","Serum",17.6,"mg/dL",8.1,19.9,
"STU001","1004","WEEK 1","05/Jan/2010","","ALB","Serum",4,"g/dL",4,6,
"STU001","1004","WEEK 1","05/Jan/2010","","ALP","Serum",8623,"U/L",2994,9581,
"STU001","1004","WEEK 1","05/Jan/2010","","ALT","Serum",1916,"U/L",599,2395,
"STU001","1004","WEEK 1","05/Jan/2010","","AMYLASE","Serum",5569,"U/L",3174,7365,
"STU001","1004","WEEK 1","05/Jan/2010","","AST","Serum",1078,"U/L",599,2395,
"STU001","1004","WEEK 1","05/Jan/2010","","BICARB","Serum",25,"mEq/L",18,30,
"STU001","1004","WEEK 1","05/Jan/2010","","BILDIR","Serum",0.1,"mg/dL",0,0.3,
"STU001","1004","WEEK 1","05/Jan/2010","","BILI","Serum",0.85,"mg/dL",0.1,1.2,
"STU001","1004","WEEK 1","05/Jan/2010","","CA","Serum",8.88,"mg/dL",8.5,10.5,
"STU001","1004","WEEK 1","05/Jan/2010","","CACR","Serum",9.9,"mg/dL",8.5,10.5,
"STU001","1004","WEEK 1","05/Jan/2010","","CHOL","Serum",192.28,"mg/dL",149.81,198.84,
"STU001","1004","WEEK 1","05/Jan/2010","","CL","Serum",113,"mEq/L",98,106,
"STU001","1004","WEEK 1","05/Jan/2010","","CREAT","Serum",1.66,"mg/dL",1,2,
"STU001","1004","WEEK 1","05/Jan/2010","","GGT","Serum",33.41,"U/L",8,78,
"STU001","1004","WEEK 1","05/Jan/2010","","HDL","Serum",36.68,"mg/dL",40.15,0,
"STU001","1004","WEEK 1","05/Jan/2010","","K","Serum",4,"mEq/L",3.5,5.5,
"STU001","1004","WEEK 1","05/Jan/2010","","LDH","Serum",104.79,"U/L",59.88,100,
"STU001","1004","WEEK 1","05/Jan/2010","","LDL","Serum",92.66,"mg/dL",0,129.73,
"STU001","1004","WEEK 1","05/Jan/2010","","MG","Serum",2.24,"mg/dL",1.8,3.6,
"STU001","1004","WEEK 1","05/Jan/2010","","PHOS","Serum",3.07,"mg/dL",3,4.49,
"STU001","1004","WEEK 1","05/Jan/2010","","PROT","Serum",6,"g/dL",6,8,
"STU001","1004","WEEK 1","05/Jan/2010","","SODIUM","Serum",126,"mEq/L",135,147,
"STU001","1004","WEEK 1","05/Jan/2010","","TRIG","Serum",142.12,"mg/dL",40,200,
"STU001","1004","WEEK 1","05/Jan/2010","","UREAN","Serum",17.6,"mg/dL",8.1,19.9,
"STU001","1004","WEEK 2","12/Jan/2010","","ALB","Serum",4,"g/dL",4,6,
"STU001","1004","WEEK 2","12/Jan/2010","","ALP","Serum",5389,"U/L",2994,9581,
"STU001","1004","WEEK 2","12/Jan/2010","","ALT","Serum",1138,"U/L",599,2395,
"STU001","1004","WEEK 2","12/Jan/2010","","AMYLASE","Serum",5150,"U/L",3174,7365,
"STU001","1004","WEEK 2","12/Jan/2010","","AST","Serum",2395,"U/L",599,2395,
"STU001","1004","WEEK 2","12/Jan/2010","","BICARB","Serum",25,"mEq/L",18,30,
"STU001","1004","WEEK 2","12/Jan/2010","","BILDIR","Serum",0,"mg/dL",0,0.3,
"STU001","1004","WEEK 2","12/Jan/2010","","BILI","Serum",0.24,"mg/dL",0.1,1.2,
"STU001","1004","WEEK 2","12/Jan/2010","","CA","Serum",8.71,"mg/dL",8.5,10.5,
"STU001","1004","WEEK 2","12/Jan/2010","","CACR","Serum",10.48,"mg/dL",8.5,10.5,
"STU001","1004","WEEK 2","12/Jan/2010","","CHOL","Serum",154.05,"mg/dL",149.81,198.84,
"STU001","1004","WEEK 2","12/Jan/2010","","CL","Serum",89,"mEq/L",98,106,
"STU001","1004","WEEK 2","12/Jan/2010","","CREAT","Serum",1.04,"mg/dL",1,2,
"STU001","1004","WEEK 2","12/Jan/2010","","GGT","Serum",36.47,"U/L",8,78,
"STU001","1004","WEEK 2","12/Jan/2010","","HDL","Serum",36.29,"mg/dL",40.15,0,
"STU001","1004","WEEK 2","12/Jan/2010","","K","Serum",4.4,"mEq/L",3.5,5.5,
"STU001","1004","WEEK 2","12/Jan/2010","","LDH","Serum",62.28,"U/L",59.88,100,
"STU001","1004","WEEK 2","12/Jan/2010","","LDL","Serum",86.87,"mg/dL",0,129.73,
"STU001","1004","WEEK 2","12/Jan/2010","","MG","Serum",2.79,"mg/dL",1.8,3.6,
"STU001","1004","WEEK 2","12/Jan/2010","","PHOS","Serum",3.72,"mg/dL",3,4.49,
"STU001","1004","WEEK 2","12/Jan/2010","","PROT","Serum",9,"g/dL",6,8,
"STU001","1004","WEEK 2","12/Jan/2010","","SODIUM","Serum",150,"mEq/L",135,147,
"STU001","1004","WEEK 2","12/Jan/2010","","TRIG","Serum",111.59,"mg/dL",40,200,
"STU001","1004","WEEK 2","12/Jan/2010","","UREAN","Serum",17.9,"mg/dL",8.1,19.9,
"STU001","1004","WEEK 3","18/Jan/2010","","ALB","Serum",3,"g/dL",4,6,
"STU001","1004","WEEK 3","18/Jan/2010","","ALP","Serum",6527,"U/L",2994,9581,
"STU001","1004","WEEK 3","18/Jan/2010","","ALT","Serum",1078,"U/L",599,2395,
"STU001","1004","WEEK 3","18/Jan/2010","","AMYLASE","Serum",4012,"U/L",3174,7365,
"STU001","1004","WEEK 3","18/Jan/2010","","AST","Serum",659,"U/L",599,2395,
"STU001","1004","WEEK 3","18/Jan/2010","","BICARB","Serum",19,"mEq/L",18,30,
"STU001","1004","WEEK 3","18/Jan/2010","","BILDIR","Serum",0.3,"mg/dL",0,0.3,
"STU001","1004","WEEK 3","18/Jan/2010","","BILI","Serum",0.84,"mg/dL",0.1,1.2,
"STU001","1004","WEEK 3","18/Jan/2010","","CA","Serum",9.62,"mg/dL",8.5,10.5,
"STU001","1004","WEEK 3","18/Jan/2010","","CACR","Serum",8.38,"mg/dL",8.5,10.5,
"STU001","1004","WEEK 3","18/Jan/2010","","CHOL","Serum",135.52,"mg/dL",149.81,198.84,
"STU001","1004","WEEK 3","18/Jan/2010","","CL","Serum",97,"mEq/L",98,106,
"STU001","1004","WEEK 3","18/Jan/2010","","CREAT","Serum",1.33,"mg/dL",1,2,
"STU001","1004","WEEK 3","18/Jan/2010","","GGT","Serum",41.56,"U/L",8,78,
"STU001","1004","WEEK 3","18/Jan/2010","","HDL","Serum",38.22,"mg/dL",40.15,0,
"STU001","1004","WEEK 3","18/Jan/2010","","K","Serum",5.5,"mEq/L",3.5,5.5,
"STU001","1004","WEEK 3","18/Jan/2010","","LDH","Serum",84.43,"U/L",59.88,100,
"STU001","1004","WEEK 3","18/Jan/2010","","LDL","Serum",13.51,"mg/dL",0,129.73,
"STU001","1004","WEEK 3","18/Jan/2010","","MG","Serum",1.89,"mg/dL",1.8,3.6,
"STU001","1004","WEEK 3","18/Jan/2010","","PHOS","Serum",4.64,"mg/dL",3,4.49,
"STU001","1004","WEEK 3","18/Jan/2010","","PROT","Serum",7,"g/dL",6,8,
"STU001","1004","WEEK 3","18/Jan/2010","","SODIUM","Serum",151,"mEq/L",135,147,
"STU001","1004","WEEK 3","18/Jan/2010","","TRIG","Serum",161.86,"mg/dL",40,200,
"STU001","1004","WEEK 3","18/Jan/2010","","UREAN","Serum",16,"mg/dL",8.1,19.9,
"STU001","1004","WEEK 4","25/Jan/2010","","ALB","Serum",6,"g/dL",4,6,
"STU001","1004","WEEK 4","25/Jan/2010","","ALP","Serum",10359,"U/L",2994,9581,
"STU001","1004","WEEK 4","25/Jan/2010","","ALT","Serum",1317,"U/L",599,2395,
"STU001","1004","WEEK 4","25/Jan/2010","","AMYLASE","Serum",4311,"U/L",3174,7365,
"STU001","1004","WEEK 4","25/Jan/2010","","AST","Serum",2395,"U/L",599,2395,
"STU001","1004","WEEK 4","25/Jan/2010","","BICARB","Serum",31,"mEq/L",18,30,
"STU001","1004","WEEK 4","25/Jan/2010","","BILDIR","Serum",0.2,"mg/dL",0,0.3,
"STU001","1004","WEEK 4","25/Jan/2010","","BILI","Serum",0.53,"mg/dL",0.1,1.2,
"STU001","1004","WEEK 4","25/Jan/2010","","CA","Serum",8.25,"mg/dL",8.5,10.5,
"STU001","1004","WEEK 4","25/Jan/2010","","CACR","Serum",10.66,"mg/dL",8.5,10.5,
"STU001","1004","WEEK 4","25/Jan/2010","","CHOL","Serum",156.37,"mg/dL",149.81,198.84,
"STU001","1004","WEEK 4","25/Jan/2010","","CL","Serum",95,"mEq/L",98,106,
"STU001","1004","WEEK 4","25/Jan/2010","","CREAT","Serum",1.28,"mg/dL",1,2,
"STU001","1004","WEEK 4","25/Jan/2010","","GGT","Serum",73.83,"U/L",8,78,
"STU001","1004","WEEK 4","25/Jan/2010","","HDL","Serum",40.15,"mg/dL",40.15,0,
"STU001","1004","WEEK 4","25/Jan/2010","","K","Serum",4.4,"mEq/L",3.5,5.5,
"STU001","1004","WEEK 4","25/Jan/2010","","LDH","Serum",60.48,"U/L",59.88,100,
"STU001","1004","WEEK 4","25/Jan/2010","","LDL","Serum",58.69,"mg/dL",0,129.73,
"STU001","1004","WEEK 4","25/Jan/2010","","MG","Serum",2.52,"mg/dL",1.8,3.6,
"STU001","1004","WEEK 4","25/Jan/2010","","PHOS","Serum",4.53,"mg/dL",3,4.49,
"STU001","1004","WEEK 4","25/Jan/2010","","PROT","Serum",6,"g/dL",6,8,
"STU001","1004","WEEK 4","25/Jan/2010","","SODIUM","Serum",127,"mEq/L",135,147,
"STU001","1004","WEEK 4","25/Jan/2010","","TRIG","Serum",58.32,"mg/dL",40,200,
"STU001","1004","WEEK 4","25/Jan/2010","","UREAN","Serum",18.8,"mg/dL",8.1,19.9,
"STU001","1005","SCR","02/Feb/2010","","ALB","Serum",5,"g/dL",4,6,
"STU001","1005","SCR","02/Feb/2010","","ALP","Serum",6766,"U/L",2994,9581,
"STU001","1005","SCR","02/Feb/2010","","ALT","Serum",1856,"U/L",599,2395,
"STU001","1005","SCR","02/Feb/2010","","AMYLASE","Serum",4551,"U/L",3174,7365,
"STU001","1005","SCR","02/Feb/2010","","AST","Serum",1198,"U/L",599,2395,
"STU001","1005","SCR","02/Feb/2010","","BICARB","Serum",25,"mEq/L",18,30,
"STU001","1005","SCR","02/Feb/2010","","BILDIR","Serum",0.3,"mg/dL",0,0.3,
"STU001","1005","SCR","02/Feb/2010","","BILI","Serum",0.91,"mg/dL",0.1,1.2,
"STU001","1005","SCR","02/Feb/2010","","CA","Serum",8.2,"mg/dL",8.5,10.5,
"STU001","1005","SCR","02/Feb/2010","","CACR","Serum",9.07,"mg/dL",8.5,10.5,
"STU001","1005","SCR","02/Feb/2010","","CHOL","Serum",216.22,"mg/dL",149.81,198.84,
"STU001","1005","SCR","02/Feb/2010","","CL","Serum",113,"mEq/L",98,106,
"STU001","1005","SCR","02/Feb/2010","","CREAT","Serum",2.02,"mg/dL",1,2,
"STU001","1005","SCR","02/Feb/2010","","GGT","Serum",25.21,"U/L",8,78,
"STU001","1005","SCR","02/Feb/2010","","HDL","Serum",37.45,"mg/dL",40.15,0,
"STU001","1005","SCR","02/Feb/2010","","K","Serum",5.7,"mEq/L",3.5,5.5,
"STU001","1005","SCR","02/Feb/2010","","LDH","Serum",58.08,"U/L",59.88,100,
"STU001","1005","SCR","02/Feb/2010","","LDL","Serum",40.93,"mg/dL",0,129.73,
"STU001","1005","SCR","02/Feb/2010","","MG","Serum",3.67,"mg/dL",1.8,3.6,
"STU001","1005","SCR","02/Feb/2010","","PHOS","Serum",4.47,"mg/dL",3,4.49,
"STU001","1005","SCR","02/Feb/2010","","PROT","Serum",8,"g/dL",6,8,
"STU001","1005","SCR","02/Feb/2010","","SODIUM","Serum",160,"mEq/L",135,147,
"STU001","1005","SCR","02/Feb/2010","","TRIG","Serum",65.84,"mg/dL",40,200,
"STU001","1005","SCR","02/Feb/2010","","UREAN","Serum",13.7,"mg/dL",8.1,19.9,
"STU001","1005","WEEK 1","05/Feb/2010","","ALB","Serum",5,"g/dL",4,6,
"STU001","1005","WEEK 1","05/Feb/2010","","ALP","Serum",4611,"U/L",2994,9581,
"STU001","1005","WEEK 1","05/Feb/2010","","ALT","Serum",2275,"U/L",599,2395,
"STU001","1005","WEEK 1","05/Feb/2010","","AMYLASE","Serum",5210,"U/L",3174,7365,
"STU001","1005","WEEK 1","05/Feb/2010","","AST","Serum",2036,"U/L",599,2395,
"STU001","1005","WEEK 1","05/Feb/2010","","BICARB","Serum",33,"mEq/L",18,30,
"STU001","1005","WEEK 1","05/Feb/2010","","BILDIR","Serum",0.1,"mg/dL",0,0.3,
"STU001","1005","WEEK 1","05/Feb/2010","","BILI","Serum",0.54,"mg/dL",0.1,1.2,
"STU001","1005","WEEK 1","05/Feb/2010","","CA","Serum",10.44,"mg/dL",8.5,10.5,
"STU001","1005","WEEK 1","05/Feb/2010","","CACR","Serum",9.93,"mg/dL",8.5,10.5,
"STU001","1005","WEEK 1","05/Feb/2010","","CHOL","Serum",215.06,"mg/dL",149.81,198.84,
"STU001","1005","WEEK 1","05/Feb/2010","","CL","Serum",116,"mEq/L",98,106,
"STU001","1005","WEEK 1","05/Feb/2010","","CREAT","Serum",1.44,"mg/dL",1,2,
"STU001","1005","WEEK 1","05/Feb/2010","","GGT","Serum",52.58,"U/L",8,78,
"STU001","1005","WEEK 1","05/Feb/2010","","HDL","Serum",39.38,"mg/dL",40.15,0,
"STU001","1005","WEEK 1","05/Feb/2010","","K","Serum",4.3,"mEq/L",3.5,5.5,
"STU001","1005","WEEK 1","05/Feb/2010","","LDH","Serum",70.66,"U/L",59.88,100,
"STU001","1005","WEEK 1","05/Feb/2010","","LDL","Serum",35.91,"mg/dL",0,129.73,
"STU001","1005","WEEK 1","05/Feb/2010","","MG","Serum",3.54,"mg/dL",1.8,3.6,
"STU001","1005","WEEK 1","05/Feb/2010","","PHOS","Serum",3.87,"mg/dL",3,4.49,
"STU001","1005","WEEK 1","05/Feb/2010","","PROT","Serum",8,"g/dL",6,8,
"STU001","1005","WEEK 1","05/Feb/2010","","SODIUM","Serum",127,"mEq/L",135,147,
"STU001","1005","WEEK 1","05/Feb/2010","","TRIG","Serum",174.16,"mg/dL",40,200,
"STU001","1005","WEEK 1","05/Feb/2010","","UREAN","Serum",16.2,"mg/dL",8.1,19.9,
"STU001","1005","WEEK 2","12/Feb/2010","","ALB","Serum",6,"g/dL",4,6,
"STU001","1005","WEEK 2","12/Feb/2010","","ALP","Serum",3353,"U/L",2994,9581,
"STU001","1005","WEEK 2","12/Feb/2010","","ALT","Serum",1557,"U/L",599,2395,
"STU001","1005","WEEK 2","12/Feb/2010","","AMYLASE","Serum",4072,"U/L",3174,7365,
"STU001","1005","WEEK 2","12/Feb/2010","","AST","Serum",1078,"U/L",599,2395,
"STU001","1005","WEEK 2","12/Feb/2010","","BICARB","Serum",25,"mEq/L",18,30,
"STU001","1005","WEEK 2","12/Feb/2010","","BILDIR","Serum",0,"mg/dL",0,0.3,
"STU001","1005","WEEK 2","12/Feb/2010","","BILI","Serum",0.33,"mg/dL",0.1,1.2,
"STU001","1005","WEEK 2","12/Feb/2010","","CA","Serum",8.25,"mg/dL",8.5,10.5,
"STU001","1005","WEEK 2","12/Feb/2010","","CACR","Serum",8.63,"mg/dL",8.5,10.5,
"STU001","1005","WEEK 2","12/Feb/2010","","CHOL","Serum",191.89,"mg/dL",149.81,198.84,
"STU001","1005","WEEK 2","12/Feb/2010","","CL","Serum",97,"mEq/L",98,106,
"STU001","1005","WEEK 2","12/Feb/2010","","CREAT","Serum",1.91,"mg/dL",1,2,
"STU001","1005","WEEK 2","12/Feb/2010","","GGT","Serum",15.93,"U/L",8,78,
"STU001","1005","WEEK 2","12/Feb/2010","","HDL","Serum",39.77,"mg/dL",40.15,0,
"STU001","1005","WEEK 2","12/Feb/2010","","K","Serum",5.4,"mEq/L",3.5,5.5,
"STU001","1005","WEEK 2","12/Feb/2010","","LDH","Serum",98.2,"U/L",59.88,100,
"STU001","1005","WEEK 2","12/Feb/2010","","LDL","Serum",36.68,"mg/dL",0,129.73,
"STU001","1005","WEEK 2","12/Feb/2010","","MG","Serum",2.96,"mg/dL",1.8,3.6,
"STU001","1005","WEEK 2","12/Feb/2010","","PHOS","Serum",4.01,"mg/dL",3,4.49,
"STU001","1005","WEEK 2","12/Feb/2010","","PROT","Serum",8,"g/dL",6,8,
"STU001","1005","WEEK 2","12/Feb/2010","","SODIUM","Serum",132,"mEq/L",135,147,
"STU001","1005","WEEK 2","12/Feb/2010","","TRIG","Serum",148.05,"mg/dL",40,200,
"STU001","1005","WEEK 2","12/Feb/2010","","UREAN","Serum",13.4,"mg/dL",8.1,19.9,
"STU001","1005","WEEK 3","19/Feb/2010","","ALB","Serum",4,"g/dL",4,6,
"STU001","1005","WEEK 3","19/Feb/2010","","ALP","Serum",5269,"U/L",2994,9581,
"STU001","1005","WEEK 3","19/Feb/2010","","ALT","Serum",2156,"U/L",599,2395,
"STU001","1005","WEEK 3","19/Feb/2010","","AMYLASE","Serum",4790,"U/L",3174,7365,
"STU001","1005","WEEK 3","19/Feb/2010","","AST","Serum",1317,"U/L",599,2395,
"STU001","1005","WEEK 3","19/Feb/2010","","BICARB","Serum",31,"mEq/L",18,30,
"STU001","1005","WEEK 3","19/Feb/2010","","BILDIR","Serum",0.2,"mg/dL",0,0.3,
"STU001","1005","WEEK 3","19/Feb/2010","","BILI","Serum",1.07,"mg/dL",0.1,1.2,
"STU001","1005","WEEK 3","19/Feb/2010","","CA","Serum",8.89,"mg/dL",8.5,10.5,
"STU001","1005","WEEK 3","19/Feb/2010","","CACR","Serum",8.02,"mg/dL",8.5,10.5,
"STU001","1005","WEEK 3","19/Feb/2010","","CHOL","Serum",138.61,"mg/dL",149.81,198.84,
"STU001","1005","WEEK 3","19/Feb/2010","","CL","Serum",95,"mEq/L",98,106,
"STU001","1005","WEEK 3","19/Feb/2010","","CREAT","Serum",2.15,"mg/dL",1,2,
"STU001","1005","WEEK 3","19/Feb/2010","","GGT","Serum",81.32,"U/L",8,78,
"STU001","1005","WEEK 3","19/Feb/2010","","HDL","Serum",38.22,"mg/dL",40.15,0,
"STU001","1005","WEEK 3","19/Feb/2010","","K","Serum",4,"mEq/L",3.5,5.5,
"STU001","1005","WEEK 3","19/Feb/2010","","LDH","Serum",76.05,"U/L",59.88,100,
"STU001","1005","WEEK 3","19/Feb/2010","","LDL","Serum",116.99,"mg/dL",0,129.73,
"STU001","1005","WEEK 3","19/Feb/2010","","MG","Serum",3.85,"mg/dL",1.8,3.6,
"STU001","1005","WEEK 3","19/Feb/2010","","PHOS","Serum",3.04,"mg/dL",3,4.49,
"STU001","1005","WEEK 3","19/Feb/2010","","PROT","Serum",8,"g/dL",6,8,
"STU001","1005","WEEK 3","19/Feb/2010","","SODIUM","Serum",126,"mEq/L",135,147,
"STU001","1005","WEEK 3","19/Feb/2010","","TRIG","Serum",73.89,"mg/dL",40,200,
"STU001","1005","WEEK 3","19/Feb/2010","","UREAN","Serum",8.1,"mg/dL",8.1,19.9,
"STU001","1006","SCR","27/Feb/2010","","ALB","Serum",6,"g/dL",4,6,
"STU001","1006","SCR","27/Feb/2010","","ALP","Serum",3413,"U/L",2994,9581,
"STU001","1006","SCR","27/Feb/2010","","ALT","Serum",1617,"U/L",599,2395,
"STU001","1006","SCR","27/Feb/2010","","AMYLASE","Serum",4671,"U/L",3174,7365,
"STU001","1006","SCR","27/Feb/2010","","AST","Serum",719,"U/L",599,2395,
"STU001","1006","SCR","27/Feb/2010","","BICARB","Serum",28,"mEq/L",18,30,
"STU001","1006","SCR","27/Feb/2010","","BILDIR","Serum",0.2,"mg/dL",0,0.3,
"STU001","1006","SCR","27/Feb/2010","","BILI","Serum",0.46,"mg/dL",0.1,1.2,
"STU001","1006","SCR","27/Feb/2010","","CA","Serum",11.26,"mg/dL",8.5,10.5,
"STU001","1006","SCR","27/Feb/2010","","CACR","Serum",10.69,"mg/dL",8.5,10.5,
"STU001","1006","SCR","27/Feb/2010","","CHOL","Serum",142.08,"mg/dL",149.81,198.84,
"STU001","1006","SCR","27/Feb/2010","","CL","Serum",112,"mEq/L",98,106,
"STU001","1006","SCR","27/Feb/2010","","CREAT","Serum",1.33,"mg/dL",1,2,
"STU001","1006","SCR","27/Feb/2010","","GGT","Serum",11.2,"U/L",8,78,
"STU001","1006","SCR","27/Feb/2010","","HDL","Serum",38.22,"mg/dL",40.15,0,
"STU001","1006","SCR","27/Feb/2010","","K","Serum",4.7,"mEq/L",3.5,5.5,
"STU001","1006","SCR","27/Feb/2010","","LDH","Serum",64.07,"U/L",59.88,100,
"STU001","1006","SCR","27/Feb/2010","","LDL","Serum",18.53,"mg/dL",0,129.73,
"STU001","1006","SCR","27/Feb/2010","","MG","Serum",2.6,"mg/dL",1.8,3.6,
"STU001","1006","SCR","27/Feb/2010","","PHOS","Serum",4.12,"mg/dL",3,4.49,
"STU001","1006","SCR","27/Feb/2010","","PROT","Serum",8,"g/dL",6,8,
"STU001","1006","SCR","27/Feb/2010","","SODIUM","Serum",145,"mEq/L",135,147,
"STU001","1006","SCR","27/Feb/2010","","TRIG","Serum",144.43,"mg/dL",40,200,
"STU001","1006","SCR","27/Feb/2010","","UREAN","Serum",15.7,"mg/dL",8.1,19.9,
"STU001","1006","WEEK 1","02/Mar/2010","","ALB","Serum",3,"g/dL",4,6,
"STU001","1006","WEEK 1","02/Mar/2010","","ALP","Serum",10000,"U/L",2994,9581,
"STU001","1006","WEEK 1","02/Mar/2010","","ALT","Serum",1976,"U/L",599,2395,
"STU001","1006","WEEK 1","02/Mar/2010","","AMYLASE","Serum",7665,"U/L",3174,7365,
"STU001","1006","WEEK 1","02/Mar/2010","","AST","Serum",2156,"U/L",599,2395,
"STU001","1006","WEEK 1","02/Mar/2010","","BICARB","Serum",17,"mEq/L",18,30,
"STU001","1006","WEEK 1","02/Mar/2010","","BILDIR","Serum",0.2,"mg/dL",0,0.3,
"STU001","1006","WEEK 1","02/Mar/2010","","BILI","Serum",0.38,"mg/dL",0.1,1.2,
"STU001","1006","WEEK 1","02/Mar/2010","","CA","Serum",9.71,"mg/dL",8.5,10.5,
"STU001","1006","WEEK 1","02/Mar/2010","","CACR","Serum",8.1,"mg/dL",8.5,10.5,
"STU001","1006","WEEK 1","02/Mar/2010","","CHOL","Serum",135.52,"mg/dL",149.81,198.84,
"STU001","1006","WEEK 1","02/Mar/2010","","CL","Serum",90,"mEq/L",98,106,
"STU001","1006","WEEK 1","02/Mar/2010","","CREAT","Serum",1.46,"mg/dL",1,2,
"STU001","1006","WEEK 1","02/Mar/2010","","GGT","Serum",74.67,"U/L",8,78,
"STU001","1006","WEEK 1","02/Mar/2010","","HDL","Serum",36.68,"mg/dL",40.15,0,
"STU001","1006","WEEK 1","02/Mar/2010","","K","Serum",5,"mEq/L",3.5,5.5,
"STU001","1006","WEEK 1","02/Mar/2010","","LDH","Serum",108.38,"U/L",59.88,100,
"STU001","1006","WEEK 1","02/Mar/2010","","LDL","Serum",43.24,"mg/dL",0,129.73,
"STU001","1006","WEEK 1","02/Mar/2010","","MG","Serum",3.52,"mg/dL",1.8,3.6,
"STU001","1006","WEEK 1","02/Mar/2010","","PHOS","Serum",4.56,"mg/dL",3,4.49,
"STU001","1006","WEEK 1","02/Mar/2010","","PROT","Serum",6,"g/dL",6,8,
"STU001","1006","WEEK 1","02/Mar/2010","","SODIUM","Serum",142,"mEq/L",135,147,
"STU001","1006","WEEK 1","02/Mar/2010","","TRIG","Serum",79.12,"mg/dL",40,200,
"STU001","1006","WEEK 1","02/Mar/2010","","UREAN","Serum",12.9,"mg/dL",8.1,19.9,
"STU001","1006","WEEK 2","10/Mar/2010","","ALB","Serum",4,"g/dL",4,6,
"STU001","1006","WEEK 2","10/Mar/2010","","ALP","Serum",9880,"U/L",2994,9581,
"STU001","1006","WEEK 2","10/Mar/2010","","ALT","Serum",2216,"U/L",599,2395,
"STU001","1006","WEEK 2","10/Mar/2010","","AMYLASE","Serum",5210,"U/L",3174,7365,
"STU001","1006","WEEK 2","10/Mar/2010","","AST","Serum",719,"U/L",599,2395,
"STU001","1006","WEEK 2","10/Mar/2010","","BICARB","Serum",29,"mEq/L",18,30,
"STU001","1006","WEEK 2","10/Mar/2010","","BILDIR","Serum",0,"mg/dL",0,0.3,
"STU001","1006","WEEK 2","10/Mar/2010","","BILI","Serum",0.5,"mg/dL",0.1,1.2,
"STU001","1006","WEEK 2","10/Mar/2010","","CA","Serum",8.21,"mg/dL",8.5,10.5,
"STU001","1006","WEEK 2","10/Mar/2010","","CACR","Serum",7.86,"mg/dL",8.5,10.5,
"STU001","1006","WEEK 2","10/Mar/2010","","CHOL","Serum",208.88,"mg/dL",149.81,198.84,
"STU001","1006","WEEK 2","10/Mar/2010","","CL","Serum",96,"mEq/L",98,106,
"STU001","1006","WEEK 2","10/Mar/2010","","CREAT","Serum",1.54,"mg/dL",1,2,
"STU001","1006","WEEK 2","10/Mar/2010","","GGT","Serum",23.65,"U/L",8,78,
"STU001","1006","WEEK 2","10/Mar/2010","","HDL","Serum",39.77,"mg/dL",40.15,0,
"STU001","1006","WEEK 2","10/Mar/2010","","K","Serum",4.6,"mEq/L",3.5,5.5,
"STU001","1006","WEEK 2","10/Mar/2010","","LDH","Serum",90.42,"U/L",59.88,100,
"STU001","1006","WEEK 2","10/Mar/2010","","LDL","Serum",3.86,"mg/dL",0,129.73,
"STU001","1006","WEEK 2","10/Mar/2010","","MG","Serum",3.59,"mg/dL",1.8,3.6,
"STU001","1006","WEEK 2","10/Mar/2010","","PHOS","Serum",4.64,"mg/dL",3,4.49,
"STU001","1006","WEEK 2","10/Mar/2010","","PROT","Serum",8,"g/dL",6,8,
"STU001","1006","WEEK 2","10/Mar/2010","","SODIUM","Serum",133,"mEq/L",135,147,
"STU001","1006","WEEK 2","10/Mar/2010","","TRIG","Serum",203.98,"mg/dL",40,200,
"STU001","1006","WEEK 2","10/Mar/2010","","UREAN","Serum",11.8,"mg/dL",8.1,19.9,
"STU001","1007","SCR","12/Apr/2010","","ALB","Serum",4,"g/dL",4,6,
"STU001","1007","SCR","12/Apr/2010","","ALP","Serum",7844,"U/L",2994,9581,
"STU001","1007","SCR","12/Apr/2010","","ALT","Serum",599,"U/L",599,2395,
"STU001","1007","SCR","12/Apr/2010","","AMYLASE","Serum",6108,"U/L",3174,7365,
"STU001","1007","SCR","12/Apr/2010","","AST","Serum",1737,"U/L",599,2395,
"STU001","1007","SCR","12/Apr/2010","","BICARB","Serum",32,"mEq/L",18,30,
"STU001","1007","SCR","12/Apr/2010","","BILDIR","Serum",0.1,"mg/dL",0,0.3,
"STU001","1007","SCR","12/Apr/2010","","BILI","Serum",1.23,"mg/dL",0.1,1.2,
"STU001","1007","SCR","12/Apr/2010","","CA","Serum",8.18,"mg/dL",8.5,10.5,
"STU001","1007","SCR","12/Apr/2010","","CACR","Serum",8.47,"mg/dL",8.5,10.5,
"STU001","1007","SCR","12/Apr/2010","","CHOL","Serum",149.03,"mg/dL",149.81,198.84,
"STU001","1007","SCR","12/Apr/2010","","CL","Serum",92,"mEq/L",98,106,
"STU001","1007","SCR","12/Apr/2010","","CREAT","Serum",1.12,"mg/dL",1,2,
"STU001","1007","SCR","12/Apr/2010","","GGT","Serum",61.32,"U/L",8,78,
"STU001","1007","SCR","12/Apr/2010","","HDL","Serum",39,"mg/dL",40.15,0,
"STU001","1007","SCR","12/Apr/2010","","K","Serum",4.6,"mEq/L",3.5,5.5,
"STU001","1007","SCR","12/Apr/2010","","LDH","Serum",109.58,"U/L",59.88,100,
"STU001","1007","SCR","12/Apr/2010","","LDL","Serum",98.07,"mg/dL",0,129.73,
"STU001","1007","SCR","12/Apr/2010","","MG","Serum",3.58,"mg/dL",1.8,3.6,
"STU001","1007","SCR","12/Apr/2010","","PHOS","Serum",4.31,"mg/dL",3,4.49,
"STU001","1007","SCR","12/Apr/2010","","PROT","Serum",6,"g/dL",6,8,
"STU001","1007","SCR","12/Apr/2010","","SODIUM","Serum",158,"mEq/L",135,147,
"STU001","1007","SCR","12/Apr/2010","","TRIG","Serum",100.18,"mg/dL",40,200,
"STU001","1007","SCR","12/Apr/2010","","UREAN","Serum",12.3,"mg/dL",8.1,19.9,
"STU001","1007","WEEK 1","15/Apr/2010","","ALB","Serum",4,"g/dL",4,6,
"STU001","1007","WEEK 1","15/Apr/2010","","ALP","Serum",4731,"U/L",2994,9581,
"STU001","1007","WEEK 1","15/Apr/2010","","ALT","Serum",2335,"U/L",599,2395,
"STU001","1007","WEEK 1","15/Apr/2010","","AMYLASE","Serum",3413,"U/L",3174,7365,
"STU001","1007","WEEK 1","15/Apr/2010","","AST","Serum",1497,"U/L",599,2395,
"STU001","1007","WEEK 1","15/Apr/2010","","BICARB","Serum",30,"mEq/L",18,30,
"STU001","1007","WEEK 1","15/Apr/2010","","BILDIR","Serum",0.2,"mg/dL",0,0.3,
"STU001","1007","WEEK 1","15/Apr/2010","","BILI","Serum",0.28,"mg/dL",0.1,1.2,
"STU001","1007","WEEK 1","15/Apr/2010","","CA","Serum",10.26,"mg/dL",8.5,10.5,
"STU001","1007","WEEK 1","15/Apr/2010","","CACR","Serum",10.76,"mg/dL",8.5,10.5,
"STU001","1007","WEEK 1","15/Apr/2010","","CHOL","Serum",172.2,"mg/dL",149.81,198.84,
"STU001","1007","WEEK 1","15/Apr/2010","","CL","Serum",112,"mEq/L",98,106,
"STU001","1007","WEEK 1","15/Apr/2010","","CREAT","Serum",1.13,"mg/dL",1,2,
"STU001","1007","WEEK 1","15/Apr/2010","","GGT","Serum",78.56,"U/L",8,78,
"STU001","1007","WEEK 1","15/Apr/2010","","HDL","Serum",38.61,"mg/dL",40.15,0,
"STU001","1007","WEEK 1","15/Apr/2010","","K","Serum",4.8,"mEq/L",3.5,5.5,
"STU001","1007","WEEK 1","15/Apr/2010","","LDH","Serum",84.43,"U/L",59.88,100,
"STU001","1007","WEEK 1","15/Apr/2010","","LDL","Serum",5.41,"mg/dL",0,129.73,
"STU001","1007","WEEK 1","15/Apr/2010","","MG","Serum",1.81,"mg/dL",1.8,3.6,
"STU001","1007","WEEK 1","15/Apr/2010","","PHOS","Serum",3.87,"mg/dL",3,4.49,
"STU001","1007","WEEK 1","15/Apr/2010","","PROT","Serum",8,"g/dL",6,8,
"STU001","1007","WEEK 1","15/Apr/2010","","SODIUM","Serum",146,"mEq/L",135,147,
"STU001","1007","WEEK 1","15/Apr/2010","","TRIG","Serum",211.5,"mg/dL",40,200,
"STU001","1007","WEEK 1","15/Apr/2010","","UREAN","Serum",13.4,"mg/dL",8.1,19.9,
"STU001","1007","WEEK 2","22/Apr/2010","","ALB","Serum",5,"g/dL",4,6,
"STU001","1007","WEEK 2","22/Apr/2010","","ALP","Serum",7605,"U/L",2994,9581,
"STU001","1007","WEEK 2","22/Apr/2010","","ALT","Serum",1976,"U/L",599,2395,
"STU001","1007","WEEK 2","22/Apr/2010","","AMYLASE","Serum",3353,"U/L",3174,7365,
"STU001","1007","WEEK 2","22/Apr/2010","","AST","Serum",2575,"U/L",599,2395,
"STU001","1007","WEEK 2","22/Apr/2010","","BICARB","Serum",28,"mEq/L",18,30,
"STU001","1007","WEEK 2","22/Apr/2010","","BILDIR","Serum",0.2,"mg/dL",0,0.3,
"STU001","1007","WEEK 2","22/Apr/2010","","BILI","Serum",1.18,"mg/dL",0.1,1.2,
"STU001","1007","WEEK 2","22/Apr/2010","","CA","Serum",11.51,"mg/dL",8.5,10.5,
"STU001","1007","WEEK 2","22/Apr/2010","","CACR","Serum",8.8,"mg/dL",8.5,10.5,
"STU001","1007","WEEK 2","22/Apr/2010","","CHOL","Serum",166.02,"mg/dL",149.81,198.84,
"STU001","1007","WEEK 2","22/Apr/2010","","CL","Serum",92,"mEq/L",98,106,
"STU001","1007","WEEK 2","22/Apr/2010","","CREAT","Serum",1.56,"mg/dL",1,2,
"STU001","1007","WEEK 2","22/Apr/2010","","GGT","Serum",70.36,"U/L",8,78,
"STU001","1007","WEEK 2","22/Apr/2010","","HDL","Serum",37.84,"mg/dL",40.15,0,
"STU001","1007","WEEK 2","22/Apr/2010","","K","Serum",4.3,"mEq/L",3.5,5.5,
"STU001","1007","WEEK 2","22/Apr/2010","","LDH","Serum",97.01,"U/L",59.88,100,
"STU001","1007","WEEK 2","22/Apr/2010","","LDL","Serum",71.81,"mg/dL",0,129.73,
"STU001","1007","WEEK 2","22/Apr/2010","","MG","Serum",3.44,"mg/dL",1.8,3.6,
"STU001","1007","WEEK 2","22/Apr/2010","","PHOS","Serum",4.69,"mg/dL",3,4.49,
"STU001","1007","WEEK 2","22/Apr/2010","","PROT","Serum",7,"g/dL",6,8,
"STU001","1007","WEEK 2","22/Apr/2010","","SODIUM","Serum",147,"mEq/L",135,147,
"STU001","1007","WEEK 2","22/Apr/2010","","TRIG","Serum",199.29,"mg/dL",40,200,
"STU001","1007","WEEK 2","22/Apr/2010","","UREAN","Serum",21.8,"mg/dL",8.1,19.9,
"STU001","1007","WEEK 3","29/Apr/2010","","ALB","Serum",6,"g/dL",4,6,
"STU001","1007","WEEK 3","29/Apr/2010","","ALP","Serum",8263,"U/L",2994,9581,
"STU001","1007","WEEK 3","29/Apr/2010","","ALT","Serum",958,"U/L",599,2395,
"STU001","1007","WEEK 3","29/Apr/2010","","AMYLASE","Serum",6587,"U/L",3174,7365,
"STU001","1007","WEEK 3","29/Apr/2010","","AST","Serum",1916,"U/L",599,2395,
"STU001","1007","WEEK 3","29/Apr/2010","","BICARB","Serum",27,"mEq/L",18,30,
"STU001","1007","WEEK 3","29/Apr/2010","","BILDIR","Serum",0,"mg/dL",0,0.3,
"STU001","1007","WEEK 3","29/Apr/2010","","BILI","Serum",0.65,"mg/dL",0.1,1.2,
"STU001","1007","WEEK 3","29/Apr/2010","","CA","Serum",8.87,"mg/dL",8.5,10.5,
"STU001","1007","WEEK 3","29/Apr/2010","","CACR","Serum",10.71,"mg/dL",8.5,10.5,
"STU001","1007","WEEK 3","29/Apr/2010","","CHOL","Serum",144.02,"mg/dL",149.81,198.84,
"STU001","1007","WEEK 3","29/Apr/2010","","CL","Serum",112,"mEq/L",98,106,
"STU001","1007","WEEK 3","29/Apr/2010","","CREAT","Serum",1.2,"mg/dL",1,2,
"STU001","1007","WEEK 3","29/Apr/2010","","GGT","Serum",39.7,"U/L",8,78,
"STU001","1007","WEEK 3","29/Apr/2010","","HDL","Serum",39.38,"mg/dL",40.15,0,
"STU001","1007","WEEK 3","29/Apr/2010","","K","Serum",4.2,"mEq/L",3.5,5.5,
"STU001","1007","WEEK 3","29/Apr/2010","","LDH","Serum",95.81,"U/L",59.88,100,
"STU001","1007","WEEK 3","29/Apr/2010","","LDL","Serum",89.96,"mg/dL",0,129.73,
"STU001","1007","WEEK 3","29/Apr/2010","","MG","Serum",3.96,"mg/dL",1.8,3.6,
"STU001","1007","WEEK 3","29/Apr/2010","","PHOS","Serum",3.47,"mg/dL",3,4.49,
"STU001","1007","WEEK 3","29/Apr/2010","","PROT","Serum",7,"g/dL",6,8,
"STU001","1007","WEEK 3","29/Apr/2010","","SODIUM","Serum",138,"mEq/L",135,147,
"STU001","1007","WEEK 3","29/Apr/2010","","TRIG","Serum",209.12,"mg/dL",40,200,
"STU001","1007","WEEK 3","29/Apr/2010","","UREAN","Serum",18.5,"mg/dL",8.1,19.9,
"STU001","1007","WEEK 4","06/May/2010","","ALB","Serum",6,"g/dL",4,6,
"STU001","1007","WEEK 4","06/May/2010","","ALP","Serum",5868,"U/L",2994,9581,
"STU001","1007","WEEK 4","06/May/2010","","ALT","Serum",2096,"U/L",599,2395,
"STU001","1007","WEEK 4","06/May/2010","","AMYLASE","Serum",4910,"U/L",3174,7365,
"STU001","1007","WEEK 4","06/May/2010","","AST","Serum",958,"U/L",599,2395,
"STU001","1007","WEEK 4","06/May/2010","","BICARB","Serum",20,"mEq/L",18,30,
"STU001","1007","WEEK 4","06/May/2010","","BILDIR","Serum",0.2,"mg/dL",0,0.3,
"STU001","1007","WEEK 4","06/May/2010","","BILI","Serum",1.05,"mg/dL",0.1,1.2,
"STU001","1007","WEEK 4","06/May/2010","","CA","Serum",11.33,"mg/dL",8.5,10.5,
"STU001","1007","WEEK 4","06/May/2010","","CACR","Serum",10.88,"mg/dL",8.5,10.5,
"STU001","1007","WEEK 4","06/May/2010","","CHOL","Serum",211.97,"mg/dL",149.81,198.84,
"STU001","1007","WEEK 4","06/May/2010","","CL","Serum",107,"mEq/L",98,106,
"STU001","1007","WEEK 4","06/May/2010","","CREAT","Serum",1.21,"mg/dL",1,2,
"STU001","1007","WEEK 4","06/May/2010","","GGT","Serum",58.92,"U/L",8,78,
"STU001","1007","WEEK 4","06/May/2010","","HDL","Serum",36.68,"mg/dL",40.15,0,
"STU001","1007","WEEK 4","06/May/2010","","K","Serum",4.2,"mEq/L",3.5,5.5,
"STU001","1007","WEEK 4","06/May/2010","","LDH","Serum",68.26,"U/L",59.88,100,
"STU001","1007","WEEK 4","06/May/2010","","LDL","Serum",87.26,"mg/dL",0,129.73,
"STU001","1007","WEEK 4","06/May/2010","","MG","Serum",3.72,"mg/dL",1.8,3.6,
"STU001","1007","WEEK 4","06/May/2010","","PHOS","Serum",3.26,"mg/dL",3,4.49,
"STU001","1007","WEEK 4","06/May/2010","","PROT","Serum",7,"g/dL",6,8,
"STU001","1007","WEEK 4","06/May/2010","","SODIUM","Serum",158,"mEq/L",135,147,
"STU001","1007","WEEK 4","06/May/2010","","TRIG","Serum",179.91,"mg/dL",40,200,
"STU001","1007","WEEK 4","06/May/2010","","UREAN","Serum",16.5,"mg/dL",8.1,19.9,
"STU001","1008","SCR","24/Jun/2010","","ALB","Serum",6,"g/dL",4,6,
"STU001","1008","SCR","24/Jun/2010","","ALP","Serum",8982,"U/L",2994,9581,
"STU001","1008","SCR","24/Jun/2010","","ALT","Serum",1976,"U/L",599,2395,
"STU001","1008","SCR","24/Jun/2010","","AMYLASE","Serum",3713,"U/L",3174,7365,
"STU001","1008","SCR","24/Jun/2010","","AST","Serum",838,"U/L",599,2395,
"STU001","1008","SCR","24/Jun/2010","","BICARB","Serum",18,"mEq/L",18,30,
"STU001","1008","SCR","24/Jun/2010","","BILDIR","Serum",0.2,"mg/dL",0,0.3,
"STU001","1008","SCR","24/Jun/2010","","BILI","Serum",0.74,"mg/dL",0.1,1.2,
"STU001","1008","SCR","24/Jun/2010","","CA","Serum",8.53,"mg/dL",8.5,10.5,
"STU001","1008","SCR","24/Jun/2010","","CACR","Serum",9.1,"mg/dL",8.5,10.5,
"STU001","1008","SCR","24/Jun/2010","","CHOL","Serum",178.38,"mg/dL",149.81,198.84,
"STU001","1008","SCR","24/Jun/2010","","CL","Serum",96,"mEq/L",98,106,
"STU001","1008","SCR","24/Jun/2010","","CREAT","Serum",2,"mg/dL",1,2,
"STU001","1008","SCR","24/Jun/2010","","GGT","Serum",77.13,"U/L",8,78,
"STU001","1008","SCR","24/Jun/2010","","HDL","Serum",36.68,"mg/dL",40.15,0,
"STU001","1008","SCR","24/Jun/2010","","K","Serum",3.5,"mEq/L",3.5,5.5,
"STU001","1008","SCR","24/Jun/2010","","LDH","Serum",91.62,"U/L",59.88,100,
"STU001","1008","SCR","24/Jun/2010","","LDL","Serum",91.12,"mg/dL",0,129.73,
"STU001","1008","SCR","24/Jun/2010","","MG","Serum",2.53,"mg/dL",1.8,3.6,
"STU001","1008","SCR","24/Jun/2010","","PHOS","Serum",4.62,"mg/dL",3,4.49,
"STU001","1008","SCR","24/Jun/2010","","PROT","Serum",7,"g/dL",6,8,
"STU001","1008","SCR","24/Jun/2010","","SODIUM","Serum",125,"mEq/L",135,147,
"STU001","1008","SCR","24/Jun/2010","","TRIG","Serum",113.27,"mg/dL",40,200,
"STU001","1008","SCR","24/Jun/2010","","UREAN","Serum",18.5,"mg/dL",8.1,19.9,
"STU001","1008","WEEK 1","27/Jun/2010","","ALB","Serum",4,"g/dL",4,6,
"STU001","1008","WEEK 1","27/Jun/2010","","ALP","Serum",7964,"U/L",2994,9581,
"STU001","1008","WEEK 1","27/Jun/2010","","ALT","Serum",2096,"U/L",599,2395,
"STU001","1008","WEEK 1","27/Jun/2010","","AMYLASE","Serum",6168,"U/L",3174,7365,
"STU001","1008","WEEK 1","27/Jun/2010","","AST","Serum",898,"U/L",599,2395,
"STU001","1008","WEEK 1","27/Jun/2010","","BICARB","Serum",28,"mEq/L",18,30,
"STU001","1008","WEEK 1","27/Jun/2010","","BILDIR","Serum",0.1,"mg/dL",0,0.3,
"STU001","1008","WEEK 1","27/Jun/2010","","BILI","Serum",0.21,"mg/dL",0.1,1.2,
"STU001","1008","WEEK 1","27/Jun/2010","","CA","Serum",10.98,"mg/dL",8.5,10.5,
"STU001","1008","WEEK 1","27/Jun/2010","","CACR","Serum",9.37,"mg/dL",8.5,10.5,
"STU001","1008","WEEK 1","27/Jun/2010","","CHOL","Serum",150.58,"mg/dL",149.81,198.84,
"STU001","1008","WEEK 1","27/Jun/2010","","CL","Serum",110,"mEq/L",98,106,
"STU001","1008","WEEK 1","27/Jun/2010","","CREAT","Serum",1.19,"mg/dL",1,2,
"STU001","1008","WEEK 1","27/Jun/2010","","GGT","Serum",61.8,"U/L",8,78,
"STU001","1008","WEEK 1","27/Jun/2010","","HDL","Serum",37.45,"mg/dL",40.15,0,
"STU001","1008","WEEK 1","27/Jun/2010","","K","Serum",5.9,"mEq/L",3.5,5.5,
"STU001","1008","WEEK 1","27/Jun/2010","","LDH","Serum",82.04,"U/L",59.88,100,
"STU001","1008","WEEK 1","27/Jun/2010","","LDL","Serum",30.12,"mg/dL",0,129.73,
"STU001","1008","WEEK 1","27/Jun/2010","","MG","Serum",3.25,"mg/dL",1.8,3.6,
"STU001","1008","WEEK 1","27/Jun/2010","","PHOS","Serum",3.91,"mg/dL",3,4.49,
"STU001","1008","WEEK 1","27/Jun/2010","","PROT","Serum",9,"g/dL",6,8,
"STU001","1008","WEEK 1","27/Jun/2010","","SODIUM","Serum",153,"mEq/L",135,147,
"STU001","1008","WEEK 1","27/Jun/2010","","TRIG","Serum",150.97,"mg/dL",40,200,
"STU001","1008","WEEK 1","27/Jun/2010","","UREAN","Serum",9,"mg/dL",8.1,19.9,
"STU001","1008","WEEK 2","04/Jul/2010","","ALB","Serum",5,"g/dL",4,6,
"STU001","1008","WEEK 2","04/Jul/2010","","ALP","Serum",8084,"U/L",2994,9581,
"STU001","1008","WEEK 2","04/Jul/2010","","ALT","Serum",2036,"U/L",599,2395,
"STU001","1008","WEEK 2","04/Jul/2010","","AMYLASE","Serum",4371,"U/L",3174,7365,
"STU001","1008","WEEK 2","04/Jul/2010","","AST","Serum",2275,"U/L",599,2395,
"STU001","1008","WEEK 2","04/Jul/2010","","BICARB","Serum",32,"mEq/L",18,30,
"STU001","1008","WEEK 2","04/Jul/2010","","BILDIR","Serum",0.1,"mg/dL",0,0.3,
"STU001","1008","WEEK 2","04/Jul/2010","","BILI","Serum",0.78,"mg/dL",0.1,1.2,
"STU001","1008","WEEK 2","04/Jul/2010","","CA","Serum",8.5,"mg/dL",8.5,10.5,
"STU001","1008","WEEK 2","04/Jul/2010","","CACR","Serum",9.63,"mg/dL",8.5,10.5,
"STU001","1008","WEEK 2","04/Jul/2010","","CHOL","Serum",176.06,"mg/dL",149.81,198.84,
"STU001","1008","WEEK 2","04/Jul/2010","","CL","Serum",104,"mEq/L",98,106,
"STU001","1008","WEEK 2","04/Jul/2010","","CREAT","Serum",1.98,"mg/dL",1,2,
"STU001","1008","WEEK 2","04/Jul/2010","","GGT","Serum",41.32,"U/L",8,78,
"STU001","1008","WEEK 2","04/Jul/2010","","HDL","Serum",38.61,"mg/dL",40.15,0,
"STU001","1008","WEEK 2","04/Jul/2010","","K","Serum",5.5,"mEq/L",3.5,5.5,
"STU001","1008","WEEK 2","04/Jul/2010","","LDH","Serum",98.8,"U/L",59.88,100,
"STU001","1008","WEEK 2","04/Jul/2010","","LDL","Serum",84.17,"mg/dL",0,129.73,
"STU001","1008","WEEK 2","04/Jul/2010","","MG","Serum",3.8,"mg/dL",1.8,3.6,
"STU001","1008","WEEK 2","04/Jul/2010","","PHOS","Serum",3.82,"mg/dL",3,4.49,
"STU001","1008","WEEK 2","04/Jul/2010","","PROT","Serum",6,"g/dL",6,8,
"STU001","1008","WEEK 2","04/Jul/2010","","SODIUM","Serum",131,"mEq/L",135,147,
"STU001","1008","WEEK 2","04/Jul/2010","","TRIG","Serum",148.94,"mg/dL",40,200,
"STU001","1008","WEEK 2","04/Jul/2010","","UREAN","Serum",12,"mg/dL",8.1,19.9,
"STU001","1008","WEEK 3","11/Jul/2010","","ALB","Serum",3,"g/dL",4,6,
"STU001","1008","WEEK 3","11/Jul/2010","","ALP","Serum",4910,"U/L",2994,9581,
"STU001","1008","WEEK 3","11/Jul/2010","","ALT","Serum",1856,"U/L",599,2395,
"STU001","1008","WEEK 3","11/Jul/2010","","AMYLASE","Serum",4311,"U/L",3174,7365,
"STU001","1008","WEEK 3","11/Jul/2010","","AST","Serum",1557,"U/L",599,2395,
"STU001","1008","WEEK 3","11/Jul/2010","","BICARB","Serum",31,"mEq/L",18,30,
"STU001","1008","WEEK 3","11/Jul/2010","","BILDIR","Serum",0.1,"mg/dL",0,0.3,
"STU001","1008","WEEK 3","11/Jul/2010","","BILI","Serum",0.97,"mg/dL",0.1,1.2,
"STU001","1008","WEEK 3","11/Jul/2010","","CA","Serum",11.23,"mg/dL",8.5,10.5,
"STU001","1008","WEEK 3","11/Jul/2010","","CACR","Serum",11.09,"mg/dL",8.5,10.5,
"STU001","1008","WEEK 3","11/Jul/2010","","CHOL","Serum",146.72,"mg/dL",149.81,198.84,
"STU001","1008","WEEK 3","11/Jul/2010","","CL","Serum",111,"mEq/L",98,106,
"STU001","1008","WEEK 3","11/Jul/2010","","CREAT","Serum",1.34,"mg/dL",1,2,
"STU001","1008","WEEK 3","11/Jul/2010","","GGT","Serum",14.07,"U/L",8,78,
"STU001","1008","WEEK 3","11/Jul/2010","","HDL","Serum",36.68,"mg/dL",40.15,0,
"STU001","1008","WEEK 3","11/Jul/2010","","K","Serum",3.5,"mEq/L",3.5,5.5,
"STU001","1008","WEEK 3","11/Jul/2010","","LDH","Serum",77.84,"U/L",59.88,100,
"STU001","1008","WEEK 3","11/Jul/2010","","LDL","Serum",64.09,"mg/dL",0,129.73,
"STU001","1008","WEEK 3","11/Jul/2010","","MG","Serum",2.21,"mg/dL",1.8,3.6,
"STU001","1008","WEEK 3","11/Jul/2010","","PHOS","Serum",4.45,"mg/dL",3,4.49,
"STU001","1008","WEEK 3","11/Jul/2010","","PROT","Serum",8,"g/dL",6,8,
"STU001","1008","WEEK 3","11/Jul/2010","","SODIUM","Serum",124,"mEq/L",135,147,
"STU001","1008","WEEK 3","11/Jul/2010","","TRIG","Serum",69.74,"mg/dL",40,200,
"STU001","1008","WEEK 3","11/Jul/2010","","UREAN","Serum",15.7,"mg/dL",8.1,19.9,
)

eligcrit<-tribble(
~study,~pt,~folder,~elignum,~eligsp,
"STU001","1001","SCR","INCL103","",
"STU001","1001","SCR","EXCL103","",
"STU001","1004","SCR","EXCL105","",
)

conmeds<-tribble(
~study,~pt,~cmcat,~cmvt,~cmpt,~cmindc,~cmdose_raw,~cmdosu_raw,~cmdosfrq,~route,~cmstdt_raw,~cmendt_raw,
"STU001","1004","General","OMEPRAZOLE","Omeprazole","GASTRITIS","20","Milligram","Daily","Oral","UN/UNK/2007","",
"STU001","1006","","PARACETAMOL","Paracetamol","AE MID LOWER BACK PAIN","750","Milligram","As needed","Oral","6/MAR/2010","25/MAR/2010",
"STU001","1007","General","LOPERAMIDE","Loperamide","DIARRHEA","2","Milligram","Daily","Oral","10/MAY/2010","12/MAY/2010",
)

adverse<-tribble(
~study,~pt,~aecat,~aevt,~prefdose,~aestdt_raw,~aeendt_raw,~aesev,~aerel,~aeacn,~aeacnoth,~aeser,~sdeath,~slife,~shosp,~sdisab,~scong,
    ~smie,~aeout,~hadmtdt_raw,~hadmttm_raw,~hdsdt_raw,~hdstm_raw,~aellt,~aedecod,~aehlt,~aehlgt,~aebodsys,
"STU001","1001","General Adverse Event","nausea","Y","01/JAN/2010","01/JAN/2010","Mild","No","No action taken","","No","","","","","",
    "","Recovered/Resolved","","","","","","","","","",
"STU001","1003","General Adverse Event","CARDIAC ARREST","Y","05/JAN/2010","05/JAN/2010","Severe","No","No action taken","","Yes","Yes",
    "","","","","","FATAL","5/JAN/2010","","5/JAN/2010","","Cardiac arrest","Cardiac arrest","","","Cardiac disorders",
"STU001","1004","General Adverse Event","nausea","Y","01/JAN/2010","01/JAN/2010","Mild","No","No action taken","","No","","","","","","",
    "Recovered/Resolved","","","","","Nausea","Nausea","","","Gastrointestinal disorders",
"STU001","1004","General Adverse Event","PAIN ABDOMINAL","Y","03/JAN/2010","07/JAN/2010","Mild","No","No action taken","","No","","","",""
    ,"","","Recovered/Resolved","","","","","Pain abdominal","Abdominal pain","","","Gastrointestinal disorders",
"STU001","1004","General Adverse Event","PAIN ABDOMINAL","N","08/JAN/2010","09/JAN/2010","Moderate","Yes","No action taken","","No","",""
    ,"","","","","Recovered/Resolved","","","","","Pain abdominal","Abdominal pain","","","Gastrointestinal disorders",
"STU001","1004","General Adverse Event","Neuropathy","N","10/JAN/2010","","Severe","No","No action taken","","","","","","","","",
    "Not Recovered/Not Resolved","","","","","Neuropathy","Neuropaty peripheral","","","Nervous system disorders",
"STU001","1005","General Adverse Event","GALLSTONES","N","18/FEB/2010","21/FEB/2010","Mild","No","No action taken","Surgical Intervention",
    "Yes","","","Yes","","","","Recovered/Resolved","20/FEB/2020","","20/FEB/2020","","Gallstones","Cholelithiasis","","",
    "Hepatobiliary disorders",
"STU001","1006","General Adverse Event","MID LOWER BACK PAIN","N","UN/MAR/2010","25/MAR/2010","Mild","No","No action taken","","","",
    "","","","","","Recovered/Resolved","","","","","Lower Back Pain","Back pain","","","Musculoskeletal and connective tissue disorders",
"STU001","1007","General Adverse Event","DIARRHEA","N","9/MAY/2010","12/MAY/2010","Moderate","No","No action taken","","","","","","","",
"","Recovered/Resolved","","","","","Diarrhea","Diarrhea","","","Gastrointestinal disorders",
)

eq5d3l<-tribble(
~study,~pt,~folder,~dt_raw,~stat,~reasnd,~eq5d01,~eq5d02,~eq5d03,~eq5d04,~eq5d05,~eq5d06,
"STU001","1004","SCR","03/JAN/2010","","","I have no problems in walking about","I have no problems with self-care",
"I have no problems with performing my usual activities","I have no pain or discomfort","I am not anxious or depressed","95",
"STU001","1004","WEEK 2","12/JAN/2010","","","I have no problems in walking about","I have no problems with self-care",
"I have no problems with performing my usual activities","I have no pain or discomfort","I am moderately anxious or depressed","87",
)

hosp<-tribble(
~study,~pt,~stdt_raw,~sttm_raw,~endt_raw,~entm_raw,~rsn,~unit,
)

surg<-tribble(
~study,~pt,~surgdt_raw,~surgery,~surgreas,~sreassp,~surgindic,
"STU001","1005","20/FEB/2010","Cholecystectomy","Curative","","Gallstones",
)

Save the dummy raw data in the raw data folder

save(demog, ipadmin, eos, eoip, enrlment, rand, box, ecg, physmeas, vitals, lab_hema, lab_chem, eligcrit, conmeds, adverse, eq5d3l,
     hosp, surg, file="dm_rawdata.RData")

📬 Contacts

Your comments and questions are valued and encouraged. Please feel free to contact the author:

Alpha Traore
Sr Data Scientist
Biostat Consultants Inc.
312 Ridgewood Pl
Fort Thomas, KY 41075
📧
🔗 [LinkedIn Profile] (https://www.linkedin.com/in/alphatraore)