Machine learning-based comparison of factors influencing estimated glomerular filtration rate in Chinese women with or without nonalcoholic fatty liver

BACKGROUND The prevalence of non-alcoholic fatty liver(NAFLD)has increased recently.Subjects with NAFLD are known to have higher chance for renal function impairment.Many past studies used traditional multiple linear regression(MLR)to identify risk factors for decreased estimated glomerular filtration rate(eGFR).However,medical research is increasingly relying on emerging machine learning(Mach-L)methods.The present study enrolled healthy women to identify factors affecting eGFR in subjects with and without NAFLD(NAFLD+,NAFLD-)and to rank their importance.AIM To uses three different Mach-L methods to identify key impact factors for eGFR in healthy women with and without NAFLD.METHODS A total of 65535 healthy female study participants were enrolled from the Taiwan MJ cohort,accounting for 32 independent variables including demographic,biochemistry and lifestyle parameters(independent variables),while eGFR was used as the dependent variable.Aside from MLR,three Mach-L methods were applied,including stochastic gradient boosting,eXtreme gradient boosting and elastic net.Errors of estimation were used to define method accuracy,where smaller degree of error indicated better model performance.RESULTS Income,albumin,eGFR,High density lipoprotein-Cholesterol,phosphorus,forced expiratory volume in one second(FEV1),and sleep time were all lower in the NAFLD+group,while other factors were all significantly higher except for smoking area.Mach-L had lower estimation errors,thus outperforming MLR.In Model 1,age,uric acid(UA),FEV1,plasma calcium level(Ca),plasma albumin level(Alb)and T-bilirubin were the most important factors in the NAFLD+group,as opposed to age,UA,FEV1,Alb,lactic dehydrogenase(LDH)and Ca for the NAFLD-group.Given the importance percentage was much higher than the 2nd important factor,we built Model 2 by removing age.CONCLUSION The eGFR were lower in the NAFLD+group compared to the NAFLD-group,with age being was the most important impact factor in both groups of healthy Chinese women,followed by LDH,UA,FEV1 and Alb.However,for the NAFLD-group,TSH and SBP were the 5th and 6th most important factors,as opposed to Ca and BF in the NAFLD+group.

Establishing the presence or absence of chronic kidney disease:Uses and limitations of formulas estimating the glomerular filtration rate

The development of formulas estimating glomerular filtration rate(eG FR) from serum creatinine and cystatin C and accounting for certain variables affecting the production rate of these biomarkers, including ethnicity, gender and age, has led to the current scheme of diagnosing and staging chronic kidney disease(CKD),which is based on e GFR values and albuminuria.This scheme has been applied extensively in various populations and has led to the current estimates of prevalence of CKD. In addition, this scheme is applied in clinical studies evaluating the risks of CKD and the efficacy of various interventions directed towards improving its course. Disagreements between creatinine-based and cystatin-based e GFR values and between e GFR values and measured GFR have been reported in various cohorts. These disagreements are the consequence of variations in the rate of production and in factors, other than GFR, affecting the rate of removal of creatinine and cystatin C. The disagreements create limitations for all e GFR formulas developed so far. The main limitations are low sensitivity in detecting early CKD in several subjects, e.g., those with hyperfiltration, and poor prediction of the course of CKD. Research efforts in CKD are currently directed towards identification of biomarkers that are better indices of GFR than the current biomarkers and,particularly, biomarkers of early renal tissue injury.

Relationship between Vesicoureteral Reflux and Glomerular Filtration Rate in Children

Vesicoureteral reflux(VUR)is one of the most common urinary tract anomalies in children and causes renal damage and studies focusing on the effect of VUR on renal function are rare.We recruited 35 primary VUR patients with recurrent urinary tract infection(UTI)and 10 non-VUR patients with recurrent UTI.Contrast-enhanced voiding urosonography(ceVUS)was performed for VUR grading,and renal dynamic imaging was used for evaluating glomerular filtration rate(GFR,mL/min).Standardized GFR(sGFR),namely GFR/BSA(mL·min-1·m-2),was calculated based on the body surface area(BSA).Total sGFR(tsGFR,mL·min-1·m-2)was obtained from the sum of sGFR on the left and right sides of all the children.The risk of renal regurgitation was equal in the unilateral reflux group.The sGFR of children with grade Ⅳ(45.74±18.05mL·min-1·m-2)and grade V(49.67±23.63mL·min-1·m-2)reflux was significantly lower than that in children with grade Ⅱ(77.69±22.21 mL·min-1·m-2).The renal function compensation of contralateral non-reflux kidney increased in unilateral reflux group,which was higher than that in the control group and level Ⅱ,Ⅳ and Ⅴ of reflux group respectively.In VUR group of the same grade,sGFR decreased with the age at diagnosis.In unilateral grade V refux group,the tsGFR was lower than that in the unilateral grade I reflux group(133.51±48.21 vs.186.87+53.49mL·min-1·m-2).The patients with VUR of unilateral grade Ⅱ were significantly older than those with VUR of unilateral grades Ⅱ and Ⅳ.This study indicates that severe VUR is significantly associated with decreased renal function.Therefore,VUR should be diagnosed early and managed individually.

Impact of creatinine methodology on glomerular filtration rate estimation in diabetes

AIM To evaluate the influence of creatinine methodology on the performance of chronic kidney disease(CKD)-Epidemiology Collaboration Group-calculated estimated glomerular filtration rate(CKD-EPI-eGFR) for CKD diagnosis/staging in a large cohort of diabetic patients. METHODS Fasting blood samples were taken from diabetic patients attending our clinic for their regular annual examination, including laboratory measurement of serum creatinine and eGFR.RESULTS Our results indicated an overall excellent agreement in CKD staging(kappa = 0.918) between the Jaffé serum creatinine-and enzymatic serum creatinine-based CKDEPI-eGFR, with 9% of discordant cases. As compared to the enzymatic creatinine, the majority of discordances(8%) were positive, i.e., associated with the more advanced CKD stage re-classification, whereas only 1% of cases were negatively discordant if Jaffé creatinine was used for eGFR calculation. A minor proportion of the discordant cases(3.5%) were re-classified into clinically relevant CKD stage indicating mildly to moderately decreased kidney function(< 60 m L/min per 1.73 m^2). Significant acute and chronic hyperglycaemia, assessedas plasma glucose and Hb A1 c levels far above the recommended glycaemic goals, was associated with positively discordant cases. Due to a very low frequency, positive discordance is not likely to present a great burden for the health-care providers, while intensified medical care may actually be beneficial for the small number of discordant patients. On the other hand, a very low proportion of negatively discordant cases(1%) at the 60 m L/min per 1.73 m^2 eGFR level indicate a negligible possibility to miss the CKD diagnosis, which could be the most prominent clinical problem affecting patient care, considering high risk of CKD for adverse patient outcomes. CONCLUSION This study indicate that compensated Jaffé creatinine procedure, in spite of the glucose-dependent bias, is not inferior to enzymatic creatinine in CKD diagnosis/staging and therefore may provide a reliable and cost-effective tool for the renal function assessment in diabetic patients.

Dynamic changes of estimated glomerular filtration rate are conversely related to triglyceride in non-overweight patients

BACKGROUND Correlation between Triglyceride(TG)and estimated glomerular filtration rate(eGFR)remains largely unknown in overweight and non-overweight patients.AIM To investigated the dynamic changes of eGFR and lipid profiles during 3-year tenofovir disoproxil fumarate(TDF)treatment in patients with chronic hepatitis B(CHB)and overweight.METHODS A total of 202 CHB patients who received TDF treatment at the Third People's Hospital of Changzhou(Changzhou,China)and Nanjing Drum Tower Hospital(Nanjing,China)between January 2016 and May 2018 were retrospectively enrolled.According to the body mass index(BMI)at the initiation of TDF treatment,CHB patients were divided into overweight(BMI≥25 kg/m^(2))and nonoverweight(BMI<25 kg/m^(2))groups.Logistic regression was applied for the analysis of risk factors for eGFR<90 mL/(min·1.73 m^(2)).RESULTS There is no significant difference in hepatitis B virus DNA(HBV DNA)negativity and hepatitis Be antigen(HBeAg)loss between patients with overweight and nonoverweight(both P>0.05).More patients in non-overweight group achieved alanine aminotransferase normalization compared with those in overweight group(χ^(2)=11.036,P<0.01).In non-overweight patients,the eGFR significantly declined in the 1^(st) year(P<0.01),then remained at a relatively lower level.TG significantly declined in the 2^(nd) year(P=0.02)and increased in the 3^(rd) year.Moreover,TG was negatively correlated with GFR at the four-time points(P=0.002,0.030,0.007,0.008,respectively).In overweight patients,eGFR and TG remained relatively stable during the 3-year treatment,and eGFR showed no significant relationship with TG.Moreover,multivariate analysis showed that age[P<0.01,95%CI(0.97-1.005)]and baseline eGFR[P<0.01,95%CI(5.056-33.668)]were independent risk factors for eGFR<90 mL/(min·1.73 m^(2))at the 3^(rd) year.CONCLUSION Dynamic changes in renal function were conversely related to TG during TDF treatment in patients with CHB and normal BMI,but not with overweight.

Study on the accuracy of glomerular filtration rate formulas by double plasma method as "gold standard"

Objective: To evaluate the accuracy of glomerular filtration rate formula by comparising the CKD-EPI 2009 formula and the modified Modified MDRD formula with the 99mTc-DTPA double-phase plasma method as "gold standard" respectively. Methods: Totally 166 patients diognosed as chronic kidney disease (CKD) were enrolled. The 99mTc-DTPA double-plasma method (rGFR) was used as the "gold standard". The CKD-EPI 2009 formula and the modified MDRD formula were used to calculate eGFR. Statistical software was used to analyze the correlation between the calculated values of the two formulas and the gold standard value and the bias. Then we evaluated the accuracy of the two GFR formulas. Results: Among the CKD stage 1 patients, the bias of the CKD-EPI 2009 formula was smaller than that of the Modified MDRD formula (13.9911.45;20.1815.90);both formulas were weakly correlated with the gold standard (correlation coefficients were 0.216, 0.229, P<0.01, respectively);The probability that the bias of the calculated value of the CKD-EPI 2009 formula less than 15%, 30%, and 50% of the gold standard value is smaller. Among the CKD stage 2 patients, the bias of the CKD-EPI 2009 formula was smaller than that of the Modified MDRD formula (12.748.45;15.6811.01);both formulas were moderately correlated with the gold standard (correlation coefficients were 0.568, 0.581, P<0.01, respectively);The probability that the bias of the calculated value of the CKD-EPI 2009 formula less than 15%, 30%, and 50% of the gold standard value is smaller. Among the CKD stage 3 patients, the bias of the CKD-EPI 2009 formula was smaller than that of the Modified MDRD formula (12.6410.27;12.8810.97), and both formulas were strongly correlated with the gold standard (correlation coefficients were 0.664, 0.670, P<0.01, respectively);The probability that the bias of the calculated value of the Modified MDRD formula less than 15%, 30%, and 50% of the gold standard value is smaller. Among the CKD stage 4 to 5 patients, the bias of the CKD-EPI 2009 formula was smaller than that of the Modified MDRD formula (5.585.36;5.945.20);The CKD-EPI 2009 formula and the Modified MDRD formula were strongly correlated with the gold standard (correlation coefficient r was 0.808. 0.802, P<0.01, respectively);The probability of the bias of the calculated value of the CKD-EPI 2009 formula less than 15%, 30%, and 50% of the gold standard value is smaller. In patients with decreased renal function with GFR <60 ml/min, the sensitivity and positive predictive value of the CKD-EPI 2009 formula for the diagnosis of "decreased renal function"were higher, and the specificity was comparable. Conclusion: 1. When the renal function is only slightly decreased, the accuracy of the two formulas is not good. In this condition, the CKD-EPI 2009 formula is more accurate and recommended. 2. It is necessary to further improve the current formulas especialy when it comes to value the slightly declined renal function;3. When we try to identify the stage of CKD patients, only based on eGFR may cause misclassification, it is recommended to combine the cause-GFR-albuminuria staging to assess the stage of CKD;4. The current formulas have limitations.in the case that requires a highly accurate assessment of GFR, the 99mTc-DTPA dual plasma method is recommended.

Effects of Low Chloride versus High Chloride Infusion on Glomerular Filtration Rate and Renal Plasma Flow in Healthy Volunteers—A Randomized, Controlled, Crossover Study

Background: Previous studies have shown that chloride liberal fluids may be associated with worse renal outcomes. Deterioration of kidney function during hyperchloremia/chloride overload is believed to be induced by disturbances in renal perfusion, but exact mechanisms of chloride nephrotoxicity are unclear. The purpose of this randomized, crossover study was to investigate the effect of chloride loading on renal plasma flow (RPF), filtration fraction (FF) and glomerular filtration rate (GFR) in order to elucidate potential nephrotoxic mechanisms of chloride infusion. Methods: Fifteen healthy males were investigated twice after treatment with 2L isotonic saline and plasma-lyte with a wash-out period of at least 10 days. Within 15 mins after completion of infusion, the kidney parameters (RPF, FF and GFR) were estimated by Technetium-99m diethylenetriamine penta-acetic acid (99-mTc-DTPA) renography. Results: 99-mTc-DTPA renography showed reduction in both mean GFR (114 ± 13 ml/min vs.119 ± 12 ml/min, p = 0.04) and RPF (977 ± 272 ml/min vs. 1066 ± 197 ml/min, p = 0.19) and increasing FF (12% ± 2% vs. 11% ± 2%, p = 0.19) after 0.9% saline comparing to Plasmalyte, but only GFR reduction was statistically significant. Reduction in GFR and RPF and increasing in FF after 0.9% saline was observed in 10 subjects while in 5 others the reverse trend was shown. There were no statistically significant differences between mean systolic and diastolic blood pressure (BP) before and after each infusion except baseline diastolic BP. Weight changes (Δ weight) were similar after each infusion. Conclusions: We have demonstrated that high chloride infusion can affect kidney function in healthy subjects and seems to lead to impairment in both RPF and GFR.

Estimation of Glomerular Filtration Rate: Which Formula to Apply in G-Spot Subjects Aged 1 - 17 Years?

Introduction: Morbidity and mortality in paediatric practice is dominated in Africa by malaria, diarrhoeal diseases and acute respiratory infections. Aim: In order to evaluate the Glomerular Filtration Rate (GFR) with the formulas commonly used by medical laboratories, we proposed to undertake this study. Patients and Method: This was a descriptive, prospective and cross-sectional study conducted at the PA and KA medical biology laboratory in Bamako Hamdalaye ACI 2000 in collaboration with the medical biology and hospital hygiene laboratory service at the Point G University Hospital. Results: During the study period, we recruited 360 subjects, 189 of whom were male (52.5%) and 171 female (47.5%). The mean age was 8.75 ± 4.8 years with extremes of 1 and 17 years. Subjects aged 15 to 17 years were the most numerous. The reference means GFR of the subjects according to age was with the SCHWARTZ formula 179.16 ± 50.47 with extremes of 173.93 and 184.39;with CKD-Epi 37.63 ± 11.25 with extremes of 36.46 and 38.79;with MAYO 107.87 ± 18.11 with extremes of 105.99 and 109.75 and MDRD 350.83 ± 251.15 with extremes of 324.79 and 376.86. Conclusion: The Mayo formula showed a better distribution around the mean than other formulas for estimating the glomerular filtration rate.

Acute Effects of Tolvaptan on Renal Hemodynamics in Autosomal Dominant Polycystic Kidney Disease —A Randomized, Cross-Over, Double Blind, Placebo-Controlled Study of Renal Plasma Flow and Glomerular Filtration Rate

Background: Previous studies have shown that reduced renal plasma flow (RPF) may play a role in progression of renal disease in autosomal dominant polycystic kidney disease (ADPKD). Tolvaptan, a vasopressin 2 antagonist, reduces growth of total kidney volume and slows the decrease in estimated glomerular filtration rate (eGFR) in ADPKD. The purpose of this randomized, cross-over, double-blind, placebo-controlled study was to investigate if acute tolvaptan treatment increases RPF in ADPKD patients. Methods: Eighteen ADPKD patients (chronic kidney disease stages I-III) were investigated twice (min. 10 days apart) after acute treatment with either tolvaptan 60 mg or placebo. Two hours after treatment RPF and GFR were estimated by Technetium-99m diethylenetriamine penta-acetic acid (99-mTc-DTPA) renography. During the examination day, central and brachial blood pressures (BP) were measured using Mobil-O-Graph? PWA. We also measured plasma concentrations of vasopressin (p-AVP), renin (PRC), angiotensin II (p-AngII) and aldosterone (p-Aldo), urine excretion of aquaporin 2 (u-AQP2), urine output (OU), urine osmolality (u-Osm) and fractional excretion of sodium (FENa). Results: 99-mTc-DTPA renography showed a similar RPF (673 ± 262 ml/min after tolvaptan vs. 650 ± 209 ml/min after placebo, p = 0.571) and GFR (78 ± 26 ml/min after tolvaptan vs. 79 ± 21 ml/min after placebo p = 0.774) after tolvaptan and placebo treatment. P-AVP and UO increased and u-Osm decreased after tolvaptan and remained unchanged during placebo. Systolic BP tended to decrease during renography during tolvaptan. Very small or insignificant changes were seen in PRC, p-AngII and p-Aldo. Conclusions: Acute tolvaptan treatment did not change renal hemodynamics in ADPKD.

Value of renal parenchymal volume and thickness by non-contrast spiral CT in evaluating differential glomerular filtration rate for chronic obstructed kidneys

Objective To evaluate the value of renal parenchymal volume and thickness by non-contrast spiral CT in evaluating the differential glomerular filtration rate ( GFR) for chronic obstructed kidneys,and to compare the correlations between two morphologic indices of renal parenchyma and GFR for chronic obstructed kidneys.

High-normal serum uric acid is associated with albuminuria and impaired glomerular filtration rate in Chinese type 2 diabetic patients

Background Recently, some studies had shown that elevated serum uric acid （SUA） itself may increase the risk for development of renal disease in patients with diabetes. This study aimed to explore whether SUA was a predictor of microalbuminuria and impaired renal function in type 2 diabetes in Chinese patients. Methods This cross-sectional study included 2108 type 2 diabetic patients. Kidney function was estimated using the simplified modification of diet in renal disease （MDRD） equation to obtain estimated glomerular filtration rate. The urine samples were obtained for measuring the albumin-to-creatinine ratio （ACR）. Results According to the ACR level, these patients were divided into two groups, normal ACR （NA） and non-normal ACR （non-NA）. Both SUA and creatinine were significantly higher in the non-NA group than those in the NA group （（318.89±107.52） vs. （283.44±88.64） pmol/L, and （95.08±53.24） vs. （79.63±18.20） μmol/L, respectively）. Logistic regression analysis showed that diabetic duration, systolic blood pressure, creatinine and SUA were the independent predictors of albuminuria. Furthermore, to identify the factors associated with renal function, these patients were divided into two groups according to the MDRD level （MDRD〈90 or MDRD〉90）. Both SUA and creatinine were significantly higher in the lower MDRD group than those in the higher MDRD group （（301.90±96.46） vs. （264.07±84.74） μmol/L, and （89.10±31.00） vs. （66.37±11.15） μmol/L, respectively）. Logistic regression analysis showed that only age and SUA were the independent predictors of MDRD. Conclusion High-normal SUA was associated with albuminuria and impaired glomerular filtration rate in Chinese type 2 diabetic patients.

Diagnostic accuracy of various glomerular filtration rates estimating equations in patients with chronic kidney disease and diabetes

Background The equations for estimating glomerular filtration rate （GFR） based on creatinine have been found to have limitations and have not been generalizable across all populations. Equations based on cystatin C provide an alternative method to estimate GFR. Whether the equation based on cystatin C alone or combined creatinine would improve GFR estimates has not been validated among Chinese patients with chronic kidney disease （CKD） and diabetes. The aim of this study was to compare the performance of the modification of diet in renal disease （MDRD） equation based on creatinine with the five cystatin C-based formulae for estimation of GFR in patients with CKD and diabetes. Methods A total of 166 patients with CKD and 91 patients with type 2 diabetes were enrolled in this study. Cystatin C was measured by using the particle-enhanced immunonephelometric method and estimated formulae proposed by five different investigator teams （Stevens, Ma, Rule, Macisaac and Perkins）. The plasma clearance of ^99mTc-DTPA was determined as measured GFR （mGFR）.Results For CKD patients, the bias and accuracy for the Ma and Macisaac equations were superior compared with the MDRD, and the mean results for the Ma formula were closer to mGFR than the other equations in CKD stages 2-5. The differences between Macisaac and mGFR in CKD stages 2-4 were significantly less than those in CKD stage 1 or 5.Stevens and Rule＇s formulae revealed a similar bias and accuracy compared with the MDRD equation. The MDRD formula had a higher accuracy in CKD stages 3-5 as compared with the results in other stages. For diabetic patients, the mean results between Macisaac and mGFR were closer than those of other equations in mGFR≥90 ml·min^-1·1.73 m^-2 stage, in GFR 60-89 ml·min^-1·1.73 m^-2 stage, the MDRD formula showed the smallest difference compared with other equations. All equations overestimated GFR in the cases with GFR 〈60 ml·min^-1·1.73 m^-2 stages. The MDRD formula had a greater accuracy within 50% of mGFR than the equations based on cystatin C in diabetic patients. Perkins formula showed a large positive bias and low accuracy, therefore it may not be suitable for assessing GFR in patients with CKD and diabetes. Conclusions The formulae for estimating GFR based on cystatin C or creatinine have different trends and accuracies in patients with CKD and diabetes, especially in patients with various GFR levels. The equations based on cystatin C provide less accurate results than MDRD formulae, at least in the diabetic patients. Therefore, whether the formulae based on cystatin C are superior to MDRD formula requires further investigation in large diverse populations.

Relative performance of two equations for estimation of glomerular filtration rate in a Chinese population having chronic kidney disease

Background The new Chronic Kidney Disease Epidemiology Collaboration （CKD-EPI） equation was developed to address the systematic underestimation of glomerular filtration rate （GFR） by the Modification of Diet in Renal Disease （MDRD） Study equation in patients with relatively well-preserved kidney function.Performance of the new equation in the Chinese population is unknown.The goal of the present study was to compare performance of these two equations in Chinese patients with chronic kidney disease （CKD）.Methods We enrolled 450 Chinese patients （239 women and 211 men） with CKD in the present study.The renal dynamic imaging method was used to measure the referenced standard GFR （rGFR） for comparison with estimations using the two equations.Their overall performance was assessed with the Bland-Altman method and receiver-operating characteristics （ROC） analysis.Performance of the two equations in lower and higher estimated GFR （eGFR） subgroups was further investigated.Results Both eGFRs correlated well with rGFR （r=0.88,0.81,P〈0.05）.In overall performance,the CKD-EPI equation showed less bias,higher precision and improved accuracy,and was better for detecting CKD.In the higher-eGFR subgroup,the CKD-EPI equation corrected the underestimation of GFR by the abbreviated MDRD equation.Conclusions The CKD-EPI equation outperformed the abbreviated MDRD equation not only in overall performance but also in the subgroups studied.For the present,the CKD-EPI equation appears to be the first-choice prediction equation for estimating GFR.

Prediction of contrast-induced nephropathy in diabetics undergoing elective percutaneous coronary intervention： role of the ratio of contrast medium volume to estimated glomerular filtration rate

Background Diabetic patients undergoing percutaneous coronary intervention （PCI） have a higher incidence of contrast-induced nephropathy （CIN） than nondiabetic patients, and no pharmacological approach has been demonstrated to offer consistent protection. Therefore, identifying individuals who are at increased risk becomes essential. This study was designed to assess the predictive role of the ratio of contrast medium volume to estimated glomerular filtration rate （CMV/eGFR） in diabetic patients undergoing elective PCI who developed ClN.Methods We retrospectively investigated clinical factors associated with the development of CIN in 114 diabetic patients who had undergone elective PCI. The risk factors for CIN included age, gender, body mass index （BMI）, left ventricular ejection fraction （LVEF）, hemoglobin （Hb）, fasting plasma glucose （FPG）, hemoglobin A1c （HbA1c）, volume of contrast medium, basic levels of serum creatinine （Scr）, the number of treated vessels and the number of stents used.We conducted a stepwise regression analysis to evaluate the predictive role of these risk factors in the incidence of CIN.Results The incidence of CIN was 18.4% （21/114）. There were no significant differences in age, gender, BMI, LVEF, Hb,FPG, HbA1c, and incidence of hypertension and number of acute myocardial infarction （AMI） in patients between the CIN （n=21） and the non-CIN （n=93） groups. However, the eGFR was significantly lower （（72.0±12.5） ml·min-1·1.73 m-2 vs.（82.0±16.5）ml·min-1·1.7m-2, P=0.010）, and the basic serum creatinine level （（1.07±0.12） mg/dl vs.（0.97±0.19） mg/dlP=0.014） was significantly higher in the CIN group. In addition, the volume of contrast medium was significantly larger （（253±75）ml vs. （211±71）ml, P=0.017） and the CMV/eGFR ratio was significantly greater （3.64±1.26 vs.2.70±1.11, P=0.001） in the CIN group. Stepwise regression analysis showed that the CMV/eGFR ratio was a significant independent predictor for the development of CIN （P=0.001）. At a cut-off point of 〉3.1, the CMV/eGFR ratio exhibited 71% sensitivity and 70% specificity for detecting CIN.Conclusion The CMV/eGFR ratio could be a valuable predictor of CIN for diabetic patients after elective PCI. At a cut-off point of〉3.1, the CMV/eGFR ratio was an optimal predictor for the incidence of CIN.

Glomerular Filtration Rate is Associated with Hemorrhagic Transformation in Acute Ischemic Stroke Patients without Thrombolytic Therapy

Background： Whether there is a relationship between glomerular filtration rate IGFR） and hcnlorrhagic transformation （HT） after acute ischemic stroke （A1S） is still under debate. The aim of our study was to determine whether the GFR level is a predictor of HT in AIS patients without thrombolytic therapy （TT）. Methods： Consecutive A IS patients without TT were included in this prospective study fiom January 2014 to December 2016 in the First Affiliated Hospital of Chongqiug Medical University. We divided them into two groups （HT and non-HT group） and meticulously collected baseline characteristics and laboratory and imaging data of interested individuals. Multivariate regression analysis was performed to assess the correlation between GFR and HT in stroke patients without TT. Results： Among 426 consecutive patients, 74 （17.3%） presented HT （mean age： 65 ± 12 years, number of male patients： 47） on the follow-up scans. In multivariate regression analysis, HT was significantly associated with low GFR （odds ratio [OR] = 3.708, confidence interval [CI] = 1.326-10.693, P = 0.013）, atrial fibrillation （AF; OR = 2.444, CI= 1.087-5.356, P = 0.027）, large cerebral inthrction （OR = 2.583, CI= 1.236-5.262, P= 0.010）, and hypoalbuminemia （HA OR = 4.814, CI= 1.054 22.153, P = 0.037） for AIS patients without TT. Conclusions： The present study strongly showed that lower GFR is an independently predictor of HT： in addition, large inlhrct volume, AF, and HA are also important risks of HT for AIS patients without TT, which offered a practical information that risk factors should be paid attention or eliminated to prevent HT for stroke patients though the level of evidence seems to be unstable.

Relationship between High Level of Estimated Glomerular Filtration Rate and Contrast-Induced Acute Kidney Injury in Patients who Underwent an Emergency Percutaneous Coronary Intervention

Background： Mounts of studies have shown that low estimated glomerular filtration rate （eGFR） is associated with increased risk of adverse outcomes in patients with coronary artery disease. However, high level of eGFR was less reported. In the study, we aimed to explore the relationship between the baseline eGFR, especially the high level, and contrast-induced acute kidney injury （CI-AKI） in a Chinese population who underwent an emergency percutaneous coronary intervention （PCI）. Methods： Patients who underwent an emergency PCI from 2013 to 2015 were enrolled and divided into five groups as eGFR decreasing. Baseline characteristics were collected and analyzed. The rates of CI-AKI and the composite endpoint （including nonfatal myocardial infarction, revascularization, stroke, and all-cause death） at 6- and 12-month follow-up were compared. Logistic analysis for CI-AKI was performed.Results： A total of 1061 patients were included and the overall CI-AKI rate was 22.7% （241 / 1061）. The separate rates were 77.8% （7/9） in Group 1 （eGFR 〉 120 ml·min^-1 -1.73 m^-2）, 26.0% （118/454） in Group 2 （120 ml·min^-1·min^-11.73 m^-2〉 eGFR≥90 ml·min^-1 1.73^-2）, 18.3% （86/469） in Group 3 （90 ml·min^-1 1.73 m^-2〉 eGFR 〉60 ml·min^-1·min^-11.73 m^-2）, 21.8% （26/119） in Group 4 （60 ml·min^-1·1.73 m^-2〉 eGFR≥30 ml·min^-1·min^-11.73 m^-2）, and 40.0% （4/10） in Group 5 （eGFR 〈30 ml·min^-1·min^-1·min^-11.73 m^-2）, with statistical significance （χ^2 = 25.19, P 〈 0.001）. The rates of CI-AKI in five groups were 77.8%, 26.0%, 18.3%, 21.8%, and 40.0%, respectively, showing a U-typed curve as eGFR decreasing （the higher the level of eGFR, the higher the CI-AKI occurrence in case ofeGFR_〉60 ml·min^-1·1.73 m^-2）. The composite endpoint rates in five groups were 0, 0.9%, 2.1%, 6.7%, and 0 at 6-month follow-up, respectively, and 0, 3.3%, 3.4%, 16.0%, and 30.0% at 12-month follow-up, respectively, both with significant differences （χ^2 = 16.26, P = 0.009 at 6-month follow-up, and χ^2 = 49.05, P 〈 0.001 at 12-month follow-up）. The logistic analysis confirmed that eGFR was one of independent risk factors of CI-AKI in emergency PCI patients. Conclusions： High level ofeGFR might be associated with increased risk of CI-AKI in patients with emergency PCI, implying for future studies and risk stratification in clinical practice.

Impact of dyslipidemia on estimated glomerular filtration rate in apparently healthy children and adolescents:the CASPIAN-V study

Background Chronic kidney disease(CKD)is a leading risk factor for development of cardiovascular disease(CVD).Dyslipidemia is also known as risk factor for CVD development.However,the association of dyslipidemia with glomerular injury among healthy children and adolescents remains controversial.We aimed to investigate the relationship between estimated glomerular filtration rate(eGFR)and lipid profile risk factors among healthy children and adolescents.Methods In this nationwide survey,3808 participants(1992 males,1816 females),aged 7-18 years,were selected by cluster random sampling method from 30 provinces in Iran.Body mass index(BMI)and systolic and diastolic blood pressures were measured.Blood samples were obtained for serum creatinine,fasting blood glucose,total cholesterol(TC),high-density lipoprotein cholesterol(HDL-C),low-density lipoprotein cholesterol(LDL-C),and triglyceride(TG)determinations.GFR was estimated using Schwartz equation.Results Girls had higher eGFR than boys(P=0.04).In a multiple regression analysis,eGFR demonstrated a positive correlation with systolic blood pressure,BMI,fasting glucose,TC,HDL-C,and TG.By the analysis of covariance,TC,HDL-C,and TG showed a negative correlation with eGFR after adjustments for BMI,systolic and diastolic blood pressures,and fasting glucose(OR=0.56,95%CI=0.29-0.89).Conclusion The study showed that dyslipidemia is associated with reduced eGFR among the healthy children and adolescents.

Long-term effects of various types of 3-hydroxy-3-methylglutaryl coenzyme A reductase inhibitors on changes in glomerular filtration rate in Korea

Few long-term follow-up studies have compared the changes in renal function according to the type of statin used in Korea.We compared the long-term effects of statin intensity and type on the changes in the glomerular filtration rate(GFR).We extracted data of patients who took statin for the first time.We analyzed whether or not different statins affect the changes in GFR at 3 months after baseline and 4 years after.We included 3678 patients and analyzed the changes in GFR.The GFR decreased by 3.2%±0.4%on average 4 years after the first statin prescription,indicating statistically significant deterioration(from 83.5±0.4 mL/min/1.73 m2 to 79.9±0.4 mL/min/1.73 m2,P<0.001).When comparing the GFR among different statins,significant differences were observed between atorvastatin and fluvastatin(−5.3%±0.7%vs.1.2%±2.2%,P<0.05)and between atorvastatin and simvastatin(−5.3%±0.7%vs.−0.7%±0.8%,P<0.05).In pitavastatin(odds ratio[OR]=0.64,95%confidence interval[CI]=0.46-0.87,P<0.005)and simvastatin(OR=0.69,95%CI=0.53-0.91,P<0.008),the GFR rate that decreased by<60 mL/min/1.73 m2 was significantly lower than that of atorvastatin.Regarding long-term statin intake,GFR changed with the type of statin.This work is the first in Korea to compare each statin in terms of changes in the GFR after the statin prescription.

Changes in body composition in relation to estimated glomerular filtration rate and physical activity in predialysis chronic kidney disease

Background: Early body composition changes, associated with physical inactivity and disease advancement are devastating for patient-related outcomes in predialysis chronic kidney disease (CKD), thus warranting a detailed analysis of body composition beyond conventional measures.Methods: The study included 40 subjects diagnosed with CKD;recruited between January to May 2021. Body composition was measured using the multifrequency analyzer, InBody 770. International Physical Activity Questionnaire-Short Form was used to assess physical activity. Suitable statistical analyses were performed using SPSS 21.0.Results: The mean age of the subjects was 58.68 ± 12.24 years. Sarcopenic obesity was prevalent in 62.5% of the subjects. Body mass index under identified obesity by 15% compared to percent body fat, especially in subjects with low muscle mass. The decline in a unit of estimated glomerular filtration rate (eGFR) significantly correlated with a decrease in weight (p = 0.02), body fat mass (p = 0.05), visceral fat area (p = 0.05), and phase angle (p = 0.01) with marginal changes in waist–hip ratio and extracellular water/total body water. The effect of physical activity on skeletal muscle mass was homogeneous between low and moderate levels, but significantly different from high activity level.Conclusion: Changes in fat and fluid compartment were associated with eGFR decline, whereas higher physical activity positively affected body composition.

Clinical Application of Monitoring Glomerular Filtration Rate and Effective Renal Plasma Flow

Glomerular filtration rate (GFR) and effective renal plasma flow (ERPF) were measured by SPECT in 172 patients (192 times) with renal impairment due to various diseases and also in 18 normal controls. The results suggest that GFR and ERPF are sensitive and efficient renal function indicators in monitoring the change of the disease and assessing therapeutic effect. However, they should be checked carefully because of many factors affect the resutls of the measurement.