Correlation between glycated hemoglobin A1c,urinary microalbumin,urinary creatinine,β2 microglobulin,retinol binding protein and diabetic retinopathy

BACKGROUND Retinopathy is the most common microvascular disease of type 2 diabetes,and seriously threatens the life,health and quality of life of patients.It is worth noting that the development of diabetic retinopathy(DR)can be hidden,with few symptoms.Therefore,the preliminary screening of diabetic patients should identify DR as soon as possible,delay disease progression,and play a vital role in its diagnosis and treatment.AIM To investigate the correlation between glycated hemoglobin A1c(HbA1c),urinary microalbumin(U-mALB),urinary creatinine(U-CR),mALB/U-CR ratio,β2 microglobulin(β2MG),retinol binding protein(RBP)and DR.METHODS A total of 180 patients with type 2 diabetes mellitus attending the Second People’s Hospital of Hefei from January 2022 to August 2022 were retrospectively enrolled by ophthalmologists.Based on whether they had combined retinopathy and its degree,68 patients with diabetes mellitus without retinopathy(NDR)were assigned to the NDR group,54 patients with non-proliferative DR(NPDR)to the NPDR group,and 58 patients with proliferative DR to the PDR group.General data,and HbA1c,mALB,β2MG,RBP,mALB/U-CR and U-CR results were collected from the patients and compared among the groups.Pearson's correlation method was used to analyze the correlation between HbA1c,mALB,β2MG,RBP,mALB/U-CR and U-CR indices,and multiple linear regression was applied to identify the risk factors for DR.Receiver operator characteristic(ROC)curves were also drawn.RESULTS The differences in age,gender,systolic and diastolic blood pressure between the groups were not statistically significantly(P>0.05),but the difference in disease duration was statistically significant(P<0.05).The differences in fasting blood glucose,high-density lipoprotein cholesterol,low-density lipoprotein cholesterol,total cholesterol,and triglyceride between the groups were not statistically significant(P>0.05).HbA1c in the PDR group was higher than that in the NPDR and NDR groups(P<0.05).The levels of mALB,β2MG,RBP,mALB/U-CR and UCR in the PDR group were higher than those in the NPDR and NDR groups(P<0.05).Multiple linear regression analysis showed that disease duration,HbA1c,mALB,β2MG,RBP,mALB/U-CR and U-CR were risk factors for the development of DR.The ROC curve showed that the area under the curve(AUC)for the combination of indices(HbA1c+mALB+mALB/U-CR+U-CR+β2MG+RBP)was 0.958,with a sensitivity of 94.83%and specificity of 96.72%,which was higher than the AUC for single index prediction(P<0.05).CONCLUSION HbA1c,mALB,mALB/U-CR,U-CR,β2MG and RBP can reflect the development of DR and are risk factors affecting PDR,and the combination of these six indices has predictive value for PDR.

Difficulties in diagnosing acute kidney injury post liver transplantation using serum creatinine based diagnostic criteria

Renal function in patients with advanced cirrhosis is an important prognostic factor for survival both prior to and following liver transplantation. The importance of renal function is reflected by the introduction of the model for end stage liver disease(MELD) score, which includes serum creatinine. The MELD score has been shown to predict the short term risk of death for transplant wait listed patients and is currently used by many countries to allocate liver transplants on the basis of severity of underlying illness. Changes in serum creatinine are also used to stage acute kidney injury. However prior to liver transplantation the serum creatinine typically over estimates underlying renal function, particularly when a colorimetric Jaffe based assay is used, and paradoxically then under estimates renal function post liver transplantation, particularly when immunophyllins are started early as part of transplant immunosuppression. As acute kidney injury is defined by changes in serum creatinine, this potentially leads to over estimation of the incidence and severity of acute kidney injury in the immediate post-operative period.

Determination of creatinine level in patient blood samples by Fourier NIR spectroscopy and multivariate analysis in comparison with biochemical assay

In this paper,in vivo spectra from 23 patients'blood samples with various Creatinine(Cr)concentration levels ranging from 0.96 to 12.5 mg/dL were measured using Fourier transform near-infrared spectrometer(FT-NIRS)and spectrum quantitative analysis method.Since Cr undergoes passive filtration,it serves as a key biomarker of kidneys function via the estimation of glomerular filtration rate.Thus,increased blood Cr concentration reflects impaired renal func-tion.After spectra pre processing and outlier exclusion,a spectral model was developed based on partial least squares regression(PLSR)method,wherein Cr concentrations correlated with filtered NIR spectra across several peaks,where Cr is know n to absorb NIR light.Several statistical metrics were applied to estimate the model efficiency during data analysis.Comparison of spectra-derived concentrations to reference Cr measurements by the current gold-standard Jaffe's method held in hospital lab revealed a Cr prediction accuracy of 1.64 mg/dL with good corre-lation of R=0.9.Bland-Altman plots were used to compare between our calculations and ref-erence lab values and reveal minimal bias between the two.The finding presented the potential of FT-NIRS coupled with PLSR technique for Cr determination.

Construction of Au@Metal-organic framework for sensitive determination of creatinine in urine

Creatinine level in urine is an important biomarker for renal function diseases,such as renal failure,glomerulonephritis,and chronic nephritis.The Au@MIL-101(Fe)was prepared by in situ growth of Au nanoparticles in MIL-101(Fe)as a selective SERS substrate.The Au@MIL-101(Fe)offers the great local surface plasmon resonance(SPR)effect due to gold nanoparticles aggre-gation inside metal-organic frameworks.The framework structure could enrich trace target samples and drag them into SPR hot spots.The optimal Au@MIL-101(Fe)composite substrate is used for analyzing creatinine in urine and the limit of detection is down to 0.1μmol/L and a linear relationship is ranging from 1μmol/L to 100μmol/L.

Area under the curve of methotrexate and creatinine clearance are outcome - determining factors in primary CNS lymphomas

Although high-dose methotrexate(HD-MTX)is the most effective drug against primary CNS lymphomas(PCNSL),outcome-de-termining variables related to its administration schedule have not been defined.The impact on toxicity and outcome of the area under thecurve(AUC(MTX)),dose intensity(DI(MTX))and infusion rate(IR(MTX))of MTX and plsamatic creatinine clearance(CL(crea))was investigated in a retrospective series of 45 PCNSL patients treated with three different HD-MTX-basedcombinations.Anticon-vulsants were administered in 31 pts(69%).Age>60 years,anticonvulsant therapy,slow IR(MTX)(

Indirect determination of serum creatinine reference intervals in a Pakistani pediatric population using big data analytics

BACKGROUND The indirect methods of reference intervals(RI)establishment based on data mining are utilized to overcome the ethical,practical challenges and the cost associated with the conventional direct approach.AIM To generate RIs for serum creatinine in children and adolescents using an indirect statistical tool.METHODS Data mining of the laboratory information system was performed for serum creatinine analyzed from birth to 17 years for both genders.The timeline was set at six years from January 2013 to December 2018.Microsoft Excel 2010 and an indirect algorithm developed by the German Society of Clinical Chemistry and Laboratory Medicine’s Working Group on Guide Limits were used for the data analysis.RESULTS Data were extracted from 96104 samples and after excluding multiple samples for the same individual,we calculated RIs for 21920 males and 14846 females,with stratification into six discrete age groups.CONCLUSION Serum creatinine dynamics varied significantly across gender and age groups.

Urinary Creatinine Concentrations and Its Explanatory Variables in General Chinese Population:Implications for Creatinine Limits and Creatinine Adjustment

Objective The study aimed to analyze the applicability of the World Health Organization’s exclusionary guidelines for Urinary creatinine(Ucr)in the general Chinese population,and to identify Ucr related factors.Methods We conduct a cross-sectional study using baseline data from 21,167 participants in the China National Human Biomonitoring Program.Mixed linear models and restricted cubic splines(RCS)were used to analyze the associations between explanatory variables and Ucr concentration.Results The geometric mean and median concentrations of Ucr in the general Chinese population were 0.90 g/L and 1.01 g/L,respectively.And 9.36%samples were outside 0.3-3.0 g/L,including 7.83%below the lower limit and 1.53%above the upper limit.Middle age,male,obesity,smoking,higher frequency of red meat consumption and chronic kidney disease were associated significantly with higher concentrations of Ucr.Results of the RCS showed Ucr was positively and linearly associated with body mass index,inversely and linearly associated with systolic blood pressure,diastolic blood pressure,triglycerides level,and glomerular filtration rate,and were non-linearly associated with triiodothyronine.Conclusion The age-and gender-specific cut-off values of Ucr that determine the validity of urine samples in the general Chinese population were recommended.To avoid introducing bias into epidemiologic associations,the potential predictors of Ucr observed in the current study should be considered when using Ucr to adjust for variations in urine dilution.

Potential effect of Silybum marianum L. and Cistus ladaniferus L.extracts on urine volume, creatinine clearance and renal function

Objective:To investigate the diuretic and renal effects of Silybum marianum L.and Cistus ladaniferus L.in normal rats.Methods:Four groups of rats were used in each experiment.The first group received water,the second group received Cistus ladaniferus L.extract(100 mg/kg b.wt),the third group received Silybum marianum L.extract(100 mg/kg b.wt),and the fourth group received furosemide(10 mg/kg b.wt).Variables including urine volume,plasma and urine sodium,potassium and creatinine,and creatinine clearance were measured.Two experiments were conducted.A single dose of each intervention was used and the variables were measured during 24 h,and the interventions were given daily for a total of 8 d and the variables were measured during various intervals.Results:The single dose of each plant extract increased urine volume at all-time intervals and increased urine sodium and potassium excretion without affecting plasma sodium and potassium(P<0.05).On the day 8 after daily administration,the plant extracts induced a significant diuresis and natriuresis without affecting serum electrolytes(P<0.05),while furosemide caused hypokalemia.Both plant extracts significantly increased creatinine clearance(P<0.05).Conclusions:Silybum marianum L.and Cistus ladaniferus L Increase creatinine clearance and have a significant diuretic effect without affecting serum electrolytes.Silybum marianum L.is more potent than furosemide or Cistus ladaniferus L.

Evaluation of a handheld creatinine measurement device for real-time determination of serum creatinine in radiology departments

AIM: To assess the feasibility/accuracy of a commercial handheld device in the context of increased demand for point-of-care serum creatinine (SCr) determination. METHODS: In this institutional review board-approved, prospective study, 401 patients referred for contrastenhanced computed tomography were included at two centres. Capillary (c)SCr was determined using two devices A+B and venous (v)SCr was determined in the centre's laboratory. Method comparison statistics for both centres and for vSCr<>1.2 mg/dL, receiver operating characteristic analysis, negative predictive values (NPV), sensitivity and specificity were calculated pre-/ post-curve offset correction with vSCr. RESULTS: Pearson's coefficients for cSCr vs vSCr were: centre 1-A:0.93/B:0.92; centre 2-A:0.85/B:0.82 (all P < 0.0001). Overall correlation was better for vSCr > 1.2 mg/dL. The area under the receiver operating characteristic curves showed a high accuracy for cSCr, but the device underestimated SCr, which was confirmed by Bland-Altman plot. Addition of the offset correction factor to the original data from centre 1 resulted in an improvement in sensitivity for detecting patients at risk (> 1.2 mg/dL), whilst maintaining acceptable specificity and improving NPV. CONCLUSION: This study showed the feasibility of SCr determination using the evaluated handheld device in a routine clinical setting. The device showed high sensitivity and high NPV, but may significantly underestimate SCr without offset correction to local laboratories.

Diffuse transmitted spectroscopy in conjunction with spectral peak averaging as a potential tool for noninvasive creatinine screening

Creatinine(Cr)is a biochemical waste molecule generated from muscle metabolism and primarily cleared from the bloodstream by the kidneys.If kidney function declines,Cr levels in the blood tend to increase.Therefore,Cr serves as an indicator of kidney function.In this work,we present a simple method for the rapid screening for impaired renal function based on the subject's Cr concentration.In our setup,broadband white light is delivered to a finger clamp through a fiber-optic cable to illuminate the patient's finger.The light is transmitted through the finger and collected by a second optical fiber coupled to a visible-near-infrared(VisNIR)spectrometer which covers the spectral range from 400nm to 1100nm.During the calibration process,the transmitted spectra acquired from 60 patients were measured.An average was calculated using the peak level of the transmitted,diffused intensity at three different wavelengths to create a"Cr intensity index".Patients were divided into five groups according to their Cr concentration levels,ranging from 1 mg/dL to 13 mg/dL.Our observations indicated that each group featured a unique spectral fingerprint.Next,we tested the index on 20 patients not included in the cali-bration procedure(unknown samples).We were able to classify patients into groups according to their Cr level with moderate prediction accuracy(R^(2)=0.55)and mean screening error of up to 16%.Future efforts will evaluate the accuracy of this approach with larger patient populations representing a broad range of Cr concentration.Still,this preliminary work is an essential step toward developing this useful noninvasive Cr screening platform using NIR light spectroscopy.

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.

PERINATAL FETAL WELL-BEING MONITORING: A COMPARISON BETWEEN RANDOMIZED URINARY ESTRIOL/CREATININE AND SERUM FREE ESTRIOL DETERMINATION

Randomized urinary and blood samples were obtained from three hundred and ninety-two cases of late pregnancies simultaneously for comparison of the validity in perinatal fetal monitoring. The results of randomized urinary estriol/creatinine （RUE3/C） and serum free estriol （SFE3） tests revealed that Ⅰ. The coefficient of correlation between RUE3/C and SFE3 level were close in either normal or high-risk pregnancies （y=0.1477X+14.2368, r=0.4586, n=170; y=0.1724X+8.6698, r=0.5868, n=222, respectively, P【0.001）; 2.92%cases of the false positive rate of RUE3/C were corrected by SFE3 test. In cases of pregnancy-induced hypertension （PIH） the false positive rate of RUE3/C were highest in comparison with those in cuses of other high-risk pregnancies （53.6%）; 3. The correct rate of SFE3 test in prenatal predication of fetal well-being was significantly higher （95.6%） than that of RUE3/C （87.3%） （X2=17.77, P【0.001）. This paper suggests that RUE3/C can be used as a first line test for perinatal monitoring. When RUE3/C value is lower than normal, SFE3 test should be added to ensure the reliability of perinatal diagnosis, especially in PIH cases. Obviously, to use these two tests for perinatal fetal monitoring simultaneously is better than to use any one test alone.

Can Vaginal Washing Fluid Urea, Creatinine and Qualitative <i>&beta;</i>-hCG Diagnose Suspected Premature Rupture of Membranes?

Several markers have been studied to diagnose PROM but there is still limitation with a gold standard test for the diagnosis [1]. Objective: To evaluate and compare the accuracy of urea, creatinine and hCG in vaginal fluid washing for diagnosis of PROM and to determine cut off levels. Type of the study: Prospective study performed on pregnant women in their third trimester who are coming to Kasr El Ainy maternity outpatient clinic with history of fluid leakage. Patients and methods: 150 patients between 26 - 40 weeks were included in the study. Group I included 50 patients with clinically confirmed ROM, group II included 50 with unconfirmed ROM and 50 controls with no complaints (group III). All patients were subjected to speculum examination for amniotic fluid pooling, nitrazine paper test, vaginal fluid washing for measurement of creatinine, urea and β-hCG, and ultrasound examination. The results were compared as regards the 3 study groups. Results: There was no statistically significant difference among the 3 study groups as regards age, parity BMI, nor gestational age. There was a statistically significant difference in creatinine level among confirmed, suspected and control groups. Urea levels showed also a statistically significant difference among the three groups. There was a positive correlation between vaginal creatinine and urea and gestational age in the 3 groups (r = 0.43, and 0.51 respectively). There was a statistically significant difference between vaginal fluid wash urea and creatinine levels and β-hCG as sensitivity, specificity, positive and negative predictive values and accuracy for urea and creatinine were all 100% and for qualitative β-hCG 83%, 100%, 100%, 85.6%, and 91% respectively. Conclusion: Urea and creatinine in vaginal washings can be accurately used in diagnosing suspected PROM and are more accurate than β-HCG.

A Surviving Patient with Record High Creatinine

Creatinine is a product of muscle protein breakdown cleared by the kidneys at a constant rate. The glomerular filtration rate is estimated based on serum creatinine. There is no definitive level of serum creatinine which is itself incompatible with human survival. We present the highest serum creatinine associated with survival based on a thorough review of the literature. A 34-year-old male patient with baseline serum creatinine of 1.2 mg/dl presented our emergency department with a six week history of new onset of uremic symptoms. His past medical history was unremarkable. On exam, he was in no distress. His BMI was 28. His exam was significant only for elevated blood pressure and asterixis. His peak serum creatinine was 53.9 mg/dl. The patient subsequently required maintenance hemodialysis and later changed to long-term peritoneal dialysis. To our knowledge, based on a thorough review of the literature using PubMed, Cochrane Database and the United States Renal Data System (USRDS), this is the highest level of serum creatinine ever reported. We conclude that serum creatinine itself is non-lethal. It is more likely that other electrolyte and retained metabolic abnormalities of renal failure frequently cause symptoms or death before creatinine toxicity, if such a level exists, creatinine has reached.

Two-Hour Creatinine Clearance and Glomerular Filtration Rate Estimated from Serum Cystatin C and Creatinine in the Elderly to Preoperative Period

Introduction: The utility of estimates of glomerular filtration rate based on creatinine and cystatin C serum levels to assess renal function in older surgical patients remains to be determined. Objective: To determine whether 2h-creatinine clearance (CrCl-2h) can be an adequate substitute for glomerular filtration rate estimates obtained by measuring serum cystatin C and creatinine in the elderly at preoperation. Methods: A total of 102 consecutive elder patients undergoing pre-anesthesia evaluation for routine surgeries were included. Study subjects were allocated into three groups: Group 1 (G1)—hypertensive diabetic patients, Group 2 (G2)—hypertensive patients, and Group 3 (G3)—non-hypertensive and non-diabetic patients. Two-hour urine collection was performed and CrCl-2h adjusted for ultrasonic residual bladder volume was estimated. GFR was estimated based on creatinine and cystatin C serum levels. Bland-Altman analysis was used to compare methods. Results: The mean difference between the evaluated methods and CrCl-2h was &middotmin-1&middot1.73 m-2 for Cys-GFR, and >20 mL&middotmin-1&middot1.73 m-2 for Cr-GFR in all groups. CrCl-2h adjusted for ultrasonic residual bladder volume did not differ from non-adjusted CrCl-2h in none of the groups. Conclusion: Two-hour creatinine clearance was not an adequate substitute for GFR estimates based on creatinine and cystatin C serum levels in older patients at preoperation. The ultrasonic assessment of residual bladder volume had no significant influence on the calculation of two-hour creatinine clearance.

Correlation between rate-pressure product or pressure-rate quotient and urinary albumin-creatinine ratio in the Chinese older population:The REACTION study

To the Editor:Chronic kidney disease(CKD)is a critical health threat.An elevated urinary albumin-creatinine ratio(UACR)is a marker of impaired renal function and is a key risk factor for cardiovascular disease.The rate-pressure product(RPP)[1]and pressure rate quotient(PRQ)are widely used as methods to quantify cardiac load and hemodynamic response to exercise in clinical practice.Therefore,to better predict CKD,it is of great signicance to explore the relationships between RPP or PRQ and UACR.

Risk factors of abnormal urinary albumin/ creatinine ratio in people with obesity

Objective To explore the clinical characteristics and risk factors of abnormal urinary albumin/creatinine ratio(UACR)in obese population.Methods Baseline data from 2011 to 2012 in Henan Sub-center of"Risk Evaluation of Cancers in Chinese Diabetic Individuals:A longitudinal(REACTION)study"were utilized and those of body mass index≥28 kg/m^(2) were screened.The patients were divided into UACR normal group and UACR abnormal group(101 pairs)upon being matched on a 1:1 basis by age and gender.Multivariate logistic regression analysis,receiver operating characteristic(ROC)curve,and restricted cubic spline(RCS)analysis were performed to explore the risk factors for abnormal UACR.Results Compared with the normal UACR group,the UACR abnormal group had a higher number of alcohol consumers,a higher prevalence of hypertension,elevated systolic blood pressure,and triglyceride(all P<0.05).Multivariate logistic regression analysis showed that alcohol consumption(P=0.008).

Predictors of time-to-nadir serum creatinine after drainage of bilaterally obstructed kidneys due to bladder cancer

Background:There are persistent controversies about the outcomes and benefits of drainage of malignant ureteral obstruction by percutaneous nephrostomy(PCN).This study aimed to assess the predictors of the time-to-nadir(TTN)of serum creatinine(SCr)levels after drainage of bilaterally obstructed kidneys(BOKs)due to bladder cancer(BC)by PCN.Materials and methods:This prospective nonrandomized study included patients with BOKs due to BC treated by PCN between April 2019 and March 2022.The primary outcome measure was TTN.Results:Of the 55 patients with a median age(range)of 66 years(47-86 years),32(58.2%)had a normal nadir SCr and 23(41.8%)had a high nadir SCr within 21 days after drainage of BOKs due to BC.High nadir SCr was associated with a higher mean age(p=0.011)and lower body mass index(BMI,p=0.043).However,patients with normal nadir SCr had a significantly shorter TTN(p=0.023)and an increased mean SCr trajectory(p<0.001)during TTN.In multivariate analysis,low urine output at presentation(p=0.021)and high BMI(p=0.006)were associated with longer TTN.However,the mean parenchymal thickness(p=0.428)and laterality of drainage(p=0.466)were not associated with the mean TTN and SCr normalization rates.According to the modified Clavien-Dindo classification,8 cases of hematuria were managed conservatively(grade 2),and 2 cases of PCN slippage were repositioned using local anesthesia(grade 3).Conclusions:Despite the safety of PCN for drainage of BOKs due to BC,more than 41%of the patients failed to have a normal nadir SCr.Predrainage low urine output and high BMI were associated with longer TTN.Laterality of drainage had no significant effects on the TTN and SCr trajectory.

Clinical evaluation of combined geriatric nutritional risk index and modified creatinine index predicting all-cause mortality in middle-aged and older patients undergoing maintenance hemodialysis

Objective To explore the relationship between geriatric nutritional risk index(GNRI)and modified creatinine index(mCI)and all-cause mortality in maintenance hemodialysis(MHD)patients.Methods It was a prospective cohort study.The MHD patients aged≥50 years old at hemodialysis centers of eleven hospitals in Beijing from April to June 2017 were selected as subjects.

Analysis of the correlation between baseline serum uric acid, urinary albumin/creatinine ratio and cognitive impairment in elderly patients with type 2 diabetes mellitus

Objective To assess the impact of baseline serum uric acid(SUA) and urinary albumin/creatinine ratio(UACR) on cognitive impairment in elderly patients with type 2 diabetes mellitus(T2DM).Methods This prospective cohort study included 1 071 type 2 diabetes mellitus(T2DM) patients who were regularly followed up in Lee’s clinic.Patients were regularly followed up annually with an average of 5 years.The group was divided into cognitive impairment group(CI,n=173)and no significant cognitive impairment group(NCI,n=898) according to the presence or absence of significant cognitive impairment during follow-up.All participants were also divided into three groups according to baseline UACR values:NUA(UACR <30 mg/g),MU A(30≤UACR≤300 mg/g),and LUA(UACR> 300 mg/g).