high level of low density lipoprotein ( ldl ) cholesterol is a major risk factor for ischemic heart diseases ( ihds ) , and its relation to premature coronary artery disease ( cad ) has been demonstrated.[14 ] insofar as each 1% reduction in ldl can reduce the risk of cad by 1% . the standard and acceptable method to measure ldl is -quantification method including two steps : ultracentrifugation and chemical precipitation . but friedewald and colleagues designed a formula to estimate the ldl level ( ldl - f ) based on total cholesterol ( tch ) and triglyceride ( tg ) . because of its low cost and convenience in measurement , calculation of ldl using friedewald formula is an important component of the cad risk assessment . . it has been delineated that if serum tg level exceeds 500 mg / dl , the formula can not be accurate . in addition , the formula for calculating ldl gives erroneously high results in patients with some types of cholesterol and lipoprotein disorders . on the other hand , the friedewald formula underestimates ldl when it is in low concentration . because of the importance of ldl in cad risk assessment yet , it should be cost effective for the general population . in the present study , we decided to compare the direct ldl measurement method with friedewald formula in a large general population for the first time in iran . furthermore , we examined the association of tch , tg , and high density lipoprotein ( hdl ) with ldl . the samples were recruited from isfahan healthy heart program ( ihhp ) , which was a multicenter , interventional community - based program to reduce the cardiovascular diseases . ihhp was conducted in three phases : ( 1 ) basic evaluation ; ( 2 ) interventions and repeated survey ; and ( 3 ) final evaluation by isfahan cardiovascular research center ( icrc ) which is a world health organization ( who ) collaborating center in non - communicable diseases in eastern mediterranean region ( emro ) . we selected the samples from the third phase , which ranged in age between 11 and 97 years , from three cities : isfahan , najafabad , and arak . demographic data were gathered using a questionnaire and trained nurses took the venous blood samples from antecubital vein into tubes containing k3-edta ( 1 mg / ml final concentration ) . it meets the iranian national reference laboratory criteria and is under external quality control of labquality , finland . then , the serum was directly analyzed by chemical assay kits from pars azmoon , iran , with hitachi 902 auto analyzer to analyze tch , tg , hdl , and ldl . we used receiver operating characteristic ( roc ) analysis to evaluate the clinical utility of friedewald formula in finding ldl treatment level . this curve assesses how well ldl - f discriminates individuals into those with high and low ldl levels in 130 mg / dl boundary . then , sensitivity and specificity of friedewald formula in finding high ldl level were assessed . at the end , to create a new formula for predicting the ldl value upon the other serum lipids , we used the multiple regression model . ldl with direct method was considered as the dependent variable , and tch , tg , and hdl were independent variables . the samples were recruited from isfahan healthy heart program ( ihhp ) , which was a multicenter , interventional community - based program to reduce the cardiovascular diseases . ihhp was conducted in three phases : ( 1 ) basic evaluation ; ( 2 ) interventions and repeated survey ; and ( 3 ) final evaluation by isfahan cardiovascular research center ( icrc ) which is a world health organization ( who ) collaborating center in non - communicable diseases in eastern mediterranean region ( emro ) . we selected the samples from the third phase , which ranged in age between 11 and 97 years , from three cities : isfahan , najafabad , and arak . demographic data were gathered using a questionnaire and trained nurses took the venous blood samples from antecubital vein into tubes containing k3-edta ( 1 mg / ml final concentration ) . it meets the iranian national reference laboratory criteria and is under external quality control of labquality , finland . then , the serum was directly analyzed by chemical assay kits from pars azmoon , iran , with hitachi 902 auto analyzer to analyze tch , tg , hdl , and ldl . we used receiver operating characteristic ( roc ) analysis to evaluate the clinical utility of friedewald formula in finding ldl treatment level . this curve assesses how well ldl - f discriminates individuals into those with high and low ldl levels in 130 mg / dl boundary . then , sensitivity and specificity of friedewald formula in finding high ldl level were assessed . at the end , to create a new formula for predicting the ldl value upon the other serum lipids , we used the multiple regression model . ldl with direct method was considered as the dependent variable , and tch , tg , and hdl were independent variables . we formed two regression models . in the first one , tg level up to 400 mg / dl was omitted . in this study , we analyzed 10,151 samples ; 50.1% of these were males and 49.9% were females . the mean age of samples was 35  16.9 years and 70.5% of these lived in urban areas and the remaining lived in rural areas ( 29.5% ) . the distribution of plasma lipid levels is presented in table 1 . as shown in the table , the mean of ldl by direct method ( ldl - d ) was lower than ldl - f . the mean difference between the two methods was significant , which was 6.6  15.5 mg / dl difference ( t = 42.925 , p < 0.0001 ) . however , the correlation between direct and calculated ldl levels was high,(adjusted r2=80.4% ) [ figure 1 ] . in addition , roc analysis determined the appropriate sensitivity for ldl measurement with the appropriate sensitivity for ldl estimation with friedewald formula at cut - off point 130 mg / dl . the area under roc curve was calculated to be 75% ( 95% confidence interval 71.4 - 78.7% ) . the mean distribution of serum lipids levels in the study the correlation between low density lipoprotein cholesterol with direct method and with friedewald formula the receiver operating characteristic diagram to validate friedewald method from direct method the correlation between serum lipid levels was significant . thus , we designed two regression models to understand whether we can predict ldl from the other serum lipids . because of un - normalized tg , the logarithm of tg was carried out in the models . in the first regression model , all tg measured was entered , whereas in the second one , only tg < 400 mg / dl was used to predict ldl . as shown in table 2 , tc , log tg , and hdl in both models could estimate the ldl level significantly . the prediction formula for each level of tg was : ldl = 0.702tc  23.834 log tg  0.337hdl + 40.262 and the formula for tg < 400 mg / dl was : ldl = 0.709tc - 14.208 log tg - 0.347hdl + 20.056 the regression model to predict ldl cholesterol from the other lipids our results demonstrated a highly significant correlation between ldl - f and ldl - d . the mean level of ldl - f was approximately 7 mg/ dl more than that of ldl - d . adult treatment panel iii of the national cholesterol education program ( ncep atp iii ) has recommended that ldl level is the major factor for initiating drug treatment , and the accurate measurement of ldl is very important to assess the clinical response to lipid - lowering therapy . the ldl cut - off values for initiating appropriate management recommended in ncep atp iii are based on friedewald formula . the comparison of ldl - d and ldl - f has shown different findings . in some studies , for example , schanagl et al . reported lower level of ldl - f than ldl - d . the study results of can and colleagues are contrary to our findings . according to can 's study , the friedewald formula has a negative bias in regard to the direct method . also , a study from spain confirmed the findings of the two aforementioned studies . in contrast , some studies have reported the reverse finding which is in agreement with our finding . another study from japan compared the different methods of ldl evaluation , friedewald formula estimated higher level of ldl than the direct assay . anandaraja and co - workers carried out such a research in indian population , but they presented a new formula to estimate ldl accurately . direct measurement of ldl in children is the same as in adults , and direct method is more accurate than friedewald formula . our literature review demonstrated the reasons behind the controversy existing between studies in comparing direct method with friedewald formula . the first important cause of these differences is with regard to other serum lipid levels , especially tg . also , the difference is due to the influence of fasting and non - fasting samples on lipid measurement . friedewald formula is required to define the lipid phenotype . also , quality control of the biochemical tests is most important for the accuracy of results in each laboratory . we collected the samples from a community randomly , and all samples fasted 1214 h before blood sampling . our laboratory is qualitatively controlled for serum lipids and lipoproteins annually . in the third phase of ihhp , quality of our central laboratories tests so , it seems that difference in lipid phenotype of each population is the main reason for the difference observed in some studies . in conclusion , the friedewald formula overestimated the ldl level compared to direct method in the general iranian population . it is suggested that ldl measurement is carried out directly , especially in high - risk people . if a formula is necessary for ldl estimation , it is better to find an especial formula for each population .
objective : serum low density lipoprotein ( ldl ) level is an important biomarker for coronary artery disease ( cad ) . as direct ldl measurement is expensive and not cost effective , especially in a large population , it is estimated by friedewald formula . therefore , we decided to compare the direct ldl measurement method with ldl measured by friedewald formula in a large general population for the first time in iran . 
 furthermore , we examined the association of total cholesterol ( tch ) , triglyceride ( tg ) , and high density lipoprotein ( hdl ) with ldl.subjects and methods : this study was conducted on the subjects , aged 1197 years , in the third phase of isfahan healthy heart program ( ihhp ) from three cities : isfahan , najafabad , and arak . 
 a fasting blood sample was taken from all subjects and referred to isfahan cardiovascular research center ( icrc ) laboratory ( central laboratory of ihhp ) to assess tch , tg , hdl , and ldl directly . 
 also , the ldl level was calculated by friedewald formula , in addition.results:the mean level of ldl by direct method was lower than that calculated by friedewald formula . 
 the mean difference between the two methods was significant , which was 6.6  15.5 mg / dl difference ( t = -42.925 , p < 0.0001 ) . 
 there was strong correlation between direct and calculated ldl levels ( adjusted r2 = 80.4% ) . using regression model , 
 a new formula was found for the estimation of ldl.conclusion:it is concluded that the friedewald formula overestimates the ldl level compared to the direct method in general iranian population . 
 it is suggested that ldl measurement be carried out directly , especially in high - risk people . 
 if a formula is necessary for ldl estimation , it is better to obtain an especial formula for each population .