w w w . r e v i s t a n e f r o l o g i a . c o m
RevistadelaSociedadEspañoladeNefrología
Original
article
Cystatin-C
and
TGF-

levels
in
patients
with
diabetic
nephropathy
Mumtaz
Takir
a,∗,
Aslı
Dogruk
Unal
b,
Osman
Kostek
c,
Nilufer
Bayraktar
b,
Nilgun
Guvener
Demirag
baDivisionofEndocrinologyandMetabolism,DepartmentofInternalMedicine,GoztepeTrainingandResearchHospital,Istanbul
MedeniyetUniversity,Istanbul,Turkey
bDivisionofEndocrinologyandMetabolism,DepartmentofInternalMedicine,Bas¸kentUniversityHospital, ˙Istanbul,Turkey cDepartmentofInternalMedicine,GoztepeTrainingandResearchHospital,IstanbulMedeniyetUniversity,Istanbul,Turkey
a
r
t
i
c
l
e
i
n
f
o
Articlehistory:
Received10September2015
Accepted25June2016
Availableonline13October2016
Keywords: Diabeticnephropathy CystatinC TGF-1 Microalbuminuria Normoalbuminuria
a
b
s
t
r
a
c
t
Objective:Toevaluaterenalimpairmentintype2diabeticpatientswithnormoalbuminuria
ormicroalbuminuriabydetectionofserumcystatinCandserumandurinaryTGF-levels.
Methods:Cross-sectionalstudyconductedattheDepartmentofEndocrinologyinBaskent
UniversitySchoolofMedicine.Patientswithtype2diabetesmellituswithoutknownovert
diabetic nephropathywereincludedinthestudy.Recruitedpatientswerestratifiedinto
fourgroups,matchedintermsofage,gender,microalbuminurialevelandestimatedGFR
calculatedwithMDRD.
Results:78patientswereenrolled.Theywerecategorizedintofourgroupsdependingon
theirurinaryalbuminexcretionandestimatedglomerularfiltrationrate.
Macrovascularcomplicationwasfoundtobehigherinpatientswithmicroalbuminuria
thaninotherpatients(p<0.01),buttherewerenodifferencesintermsofotherdiabetic
complications.SerumcystatinClevelwassignificantlyhigherinnormoalbuminuricgroup
onepatients,whileserumandurinaryTGF-1levelswerehigherinmicroalbuminuricgroup
twopatients.TheserumlevelofcystatinCwasfoundtonegativelycorrelatewitheGFRin
grouptwopatients(r=−0.892,p<0.001).Finally,therewasanegativecorrelationbetween
eGFRandcystatinCinallthepatientgroups(r=−0.726,p=0.001).
Conclusions: Althoughurinaryalbuminexcretionisrecommendedforthedetectionoftype
twodiabeticnephropathy,thereisagroupofpatientswithdecreasedeGFRbutwithout
increasedurinaryalbuminexcretion,inwhichserumcystatinClevelwasindicatedtobe
usedasanearlybiomarkerofdiabeticnephropathy.
©2016PublishedbyElsevierEspa ˜na,S.L.U.onbehalfofSociedadEspa ˜noladeNefrolog´ıa.
ThisisanopenaccessarticleundertheCCBY-NC-NDlicense(http://creativecommons.
org/licenses/by-nc-nd/4.0/).
∗ Correspondingauthor.
E-mailaddress:mumtaztakir@yahoo.com(M.Takir).
http://dx.doi.org/10.1016/j.nefro.2016.06.011
0211-6995/©2016PublishedbyElsevierEspa ˜na,S.L.U.onbehalfofSociedadEspa ˜noladeNefrolog´ıa.Thisisanopenaccessarticleunder theCCBY-NC-NDlicense(http://creativecommons.org/licenses/by-nc-nd/4.0/).
Concentración
de
cistatina
C
y
TGF-

en
pacientes
con
nefropatía
diabética
Palabrasclave: Nefropatíadiabética CistatinaC TGF-1 Microalbuminuria Normoalbuminuriar
e
s
u
m
e
n
Objetivo:Evaluarlainsuficienciarenalenpacientescondiabetestipo2con
normoalbumin-uriaomicroalbuminuriamedianteladeteccióndelaconcentracióndecistatinaCensuero
ydeTGF-ensueroyorina.
Métodos:EstudiotransversalrealizadoenelDepartamentodeEndocrinologíadelaFacultad
deMedicinadelaUniversidaddeBaskent.Enelestudio,seincluyóapacientescondiabetes
mellitustipo2sinnefropatíadiabéticamanifiestaconocida.Lospacientesseleccionadosse
estratificaronen4grupos,agrupadosentérminosdeedad,sexo,gradodemicroalbuminuria
yfiltraciónglomerularestimada(FGe)calculadamediantelafórmulaMDRD.
Resultados:Seincluyóa78pacientes.Seclasificaronen4gruposdependiendodelaexcreción
urinariadealbúminaydelaFGe.
Seobservóquelacomplicaciónmacrovasculareramayorenlospacientescon
microalbu-minuriaqueenotros(p<0,01),peronohubodiferenciasconrelaciónaotrascomplicaciones
diabéticas. Laconcentración sérica de cistatinaC fuesignificativamentemayor enlos
pacientesdelgrupo1connormoalbuminuria,mientrasquelasconcentracionesdeTGF-1
ensueroyorinafueronmayoresenlospacientesdelgrupo2conmicroalbuminuria.Se
observóunacorrelaciónnegativaentrelaconcentraciónséricadecistatinaCylaFGeenlos
pacientesdelgrupo2(r=−0,892,p<0,001).Porúltimo,seobservóunacorrelaciónnegativa
entrelaFGeylacistatinaCentodoslosgruposdepacientes(r=−0,726,p=0,001).
Conclusiones:Aunqueserecomiendalaexcreciónurinariadealbúminaparaladetección
delanefropatíadiabéticatipo2,hayungrupodepacientescondisminucióndelaFGe,
perosinaumentodelaexcreciónurinariadealbúmina,enlosqueestabaindicadousar
laconcentracióndecistatinaCensuerocomounbiomarcadortempranodenefropatía
diabética.
©2016PublicadoporElsevierEspa ˜na,S.L.U.ennombredeSociedadEspa ˜nolade
Nefrolog´ıa.Esteesunart´ıculoOpenAccessbajolalicenciaCCBY-NC-ND(http://
creativecommons.org/licenses/by-nc-nd/4.0/).
Introduction
Diabetic nephropathy(DN) is the leading cause of chronic
kidneydisease.1,2Albuminexcretionrate(AER)and
glomeru-larfiltrationrate(GFR)areusedtostageDN.However,these measurementsarenotsufficientinearlydiagnosisand mon-itoringtheprogressionofDN.Thereforeearlymarkersshould bedevisedfor thesepurposes. Althoughmicroalbuminuria is accepted as a risk factor and marker for DN and pro-gressiverenalinsufficiency,3somepatients,especiallytype2 diabetics, may have normoalbuminuric chronic kidney disease.4
Thisshowsthatbothnormoalbuminuricandalbuminuric pathwaysareatwork.5WhilesomepatientswithMApresent withnormalkidneystructure,someothernormoalbuminuric diabeticshavewell-determinednephropathiclesion.6,7
Cystatin C which is used for measurement of GFR, is producedinall nucleatedcells and filteredfreelyfrom the glomerulus. Itis reabsorbed totally and catabolised in the proximaltubules.CystatinCisasuitablemarkerforGFR mea-surementowingtonotbeingaffectedbyage,weight,gender andproteinintake.8–10
Transforming growth factor-beta (TGF-1) is one of the growth factors which are implicated in DN pathogenesis. TGF-1causesmesangialextensionbypromotingrenal cel-lular hypertrophy and byinducingthe extracellularmatrix
expansion.11UrinaryTGF-1levelsareincreasedas propor-tionaltotheseverityofthenephropathy.12
WeaimedtodeterminethevalueofserumCystatinCand TGF-1inearlydetectionofdiabeticnephropathyin normoal-buminuricpatientswithtype-2diabetesmellitus.
Material
and
methods
Patients
Thiswasacross-sectionalstudywhichwasconductedatthe
Department ofEndocrinology inBaskent University School
ofMedicine,Istanbul,Turkey,during2009–2011,whoagreed
toparticipateinthestudy.BaskentUniversityEthical
Com-mitteeapprovedthestudyprotocol(Approvalno:KA09/308).
Patientswithtype2diabetesmellituswithoutknownovert
diabetic nephropathywere includedinthestudy.Recruited
patientswerestratifiedintofourgroups,matchedintermsof
age,gender,microalbuminurialevelandestimatedGFR
cal-culatedwithMDRD.Wetriedtoexcludeapparentcausesof
nondiabetic renaldisease basedondataobtainedwith
uri-nary system ultrasonography, urine microscopy and urine
culture.Patientswhohavehistoryofnondiabeticrenal
dis-ease, uncontrolled hypertension, liverdisease,NYHA stage
wereexcludedfromthestudy.Allparticipantswereincluded inthestudyaftersigninginformedconsentforms.
Laboratoryevaluation
Following thorough medical history and detailed physical examination,bloodsamplesweretakenfromallparticipants formeasurementoffastingbloodglucose,HbA1c,bloodurea, creatinineandelectrolytes,lipidprofile,serumalbumin,high sensitive C reactive protein (hsCRP). Freshly voided early morning urine samples were also collected for urinalysis. Patientsalsoprovided24-hcollectedurinespecimensfor mea-surementofmicroalbumin.
Serumglucose,creatinine,totalcholesterol,HDLandLDL cholesterol, triglyceride were studied by enzymatic colori-metric;serumalbumin;bromocresolgreen(BCG),ure;(BUN) urease, HbA1c; immune-examination (C4000, Abbott,USA), andhsCRPwasstudiedwithimmunoturbidimetricmethods (C8000,Abbott,USA). Microalbuminlevelin24-hurinewas determined withimmunoturbidimetricmethod (C4000 sys-tem,Abbott,USA).
EstimatedGFRwascalculatedwith6variableMDRD equa-tion using age, race, gender, serum creatinine,blood urea nitrogenandalbuminvalues.13
Theserums ofpatientswere stored in−20◦C until
lab-oratoryanalysis.SerumcystathionineC,serumTGF-1and urine TGF-1 levels were determined with enzyme linked immunosorbent assay (ELISA) method. BioVendor (Czech Republic)ELISA kit and eBioscience (North America) ELISA wereusedforCystatinCandTGF-1measurements, respec-tively.
Statisticalanalysis
For statisticalevaluation, NCSS(Number Cruncher Statisti-calSystem)2007andPASS(PowerAnalysisandSampleSize) 2008Statistical Software(Utah, USA) programs were used. Oneway Anova testwas used in intergroupcomparison of theparametersshowingnormaldistributionandTukeyHDS testwasusedinthedeterminationofthegroupcausingthe difference.Kruskal–Wallistestwasusedinintergroup com-parisonoftheparametersnotshowingnormaldistribution andMann–WhitneyUtestwasusedinthegroupcausingthe difference.Incomparisonofthequalitativedata,Chi-square testwasused.Thesignificancewasacceptedasp<0.05.
Results
Atotalof78patientswithtype2DMwereincludedinthe
study(meanage57±8.Fourgroupsweredescribed;patients
with GFR value<60ml/min/1.73m2 and MA <30mg/day as
group1;patientswithGFRvalue<60ml/min/1.73m2andMA
between30mgand300mg/dayasgroup2;patientswithGFR
value>120ml/min/1.73m2andMA<30mg/dayasgroup3,and
patientswithGFRvaluebetween90and120ml/min/1.73m2
andMA<30mg/dayasgroup4.Therewere 10menand10
womeningroup1and4whereas10menand11womenin
group2and15menand2womeningroup3.Thelaboratory
parametersofthe groupsare showninTable 1. Significant
eGFR (mL/min/1.73 m2) 120 80 40 120 80 40 120 80 40 Cystatin C (mg/dL) 3000 2500 2000 1500 1000 500 0 120 80 40 Group 4 Group 3 Group 2 Group 1 r=–0.236 r=–0.047 r=–0.892 r=–0.211 P=.372 P<.001 P=.857 P=.317
Fig.1– CorrelationofserumcystatinCwitheGFRinallfour studygroups.
differencewaspresentamonggroupswithregardstomean
age,fastingbloodglucose,HbA1candserumcreatininelevel.
Nosignificantdifferencewasfoundamonggroupsinterms
ofthepresenceofHTwhichhasamajorroleinDN
patho-genesis.Theevaluationofthegroupsintermsofmicroand
macrovascularcomplicationsofdiabetesisdepictedinTable2.
Highestrateofcoronaryarterydisease(CAD)wasseenGroups 1and 2.Nosignificancedifferencewas evidentamongthe groupsregardingprevalenceofretinopathy,diabeticfootand neuropathy(p>0.05).
ResultsofGFR, cystatinC,serum andurineTGF-1,MA measurements are shownin Table3. Significant difference waspresentamongthegroupsintermsofcystatinC,serum andurineTGF-1(p<0.05).PostHocTukeyHSDtestwhichwas performedtodeterminetheintragroupsignificance,showed thatcystatinClevelofgroups1and2wassignificantlyhigher comparedwiththoseofgroups3and4(forGroup1;p=0.001,
p=0.001; forGroup2;p=0.002, p=0.01).For the serum and urineTGF-1,wefoundthatthelevelsingroup2were signif-icantlyhigherthangroup4(p=0.012;p=0.012).Nosignificant associationwasdeterminedbetweenTGF-1andanyofthe studiedvariables.
Cystatin Cshowed asignificant andpositive correlation withage,durationofdiabetes,andserumuricacidingroup 2(forage:r=0.477,p=0.029;fordurationofdiabetes:r=0.437,
p=0.048;forserumuricacid:r=0.465,p=0.039).Asexpected, serum cystatinClevel wasnegativelyassociatedwith esti-matedGFRlevel(r=−0.892,p=0.001)onlyingroup2(Fig.1). Ingroup3,onlyanegativesignificantcorrelationwaspresent betweenLDLandcystatinC(r=−0.72,p=0.002).Ingroup4, cystatin C had a positive correlation withduration of dia-betes(r=0.453,p=0.045)andanegativecorrelationwithMA (r=−0.520,p=0.019)(Fig.2).
When all thepatients whichare taken tothe studyare evaluated,statisticallysignificantrelationinnegative direc-tion and in % 72.6 level is detected (r=−0.726, p=0.001). SignificantnegativecorrelationisdetectedbetweenGFRand creatinine(r=−0.806,p=0.001).Positivesignificantcorrelation
Table1–Laboratoryparametersofthestudygroups.
Group1(n=20) Group2(n=21) Group3(n=17) Group4(n=20) p
Age,years 62.9(5.8) 59.7(6.9) 49.0(8.0) 53.7(8.3) 0.001
DurationofDiabetesMellitus,months 116.4(100.1) 127.4(96.7) 96.0(71.8) 78.0(45.1) 0.243
BMI,kg/m2 29.6(4.2) 32.0(5.3) 32.2(6.6) 31.6(5.4) 0.430 Glucose,mg/dL 118.8(26.6) 152.1(62.7) 143.9(42.6) 121.1(32.7) 0.043 HbA1c,% 6.1(0.7) 6.9(1.2) 7.3(1.1) 6.7(1.3) 0.028 Creatinine,mg/dL 1.2(0.2) 0.9(0.3) 0.6(0.1) 0.6(0.1) 0.001 Albumin,g/dL 4.2(0.3) 4.2(0.2) 4.3(0.3) 4.3(0.3) 0.559 HDL-Cholesterol,mg/dL 41.2(10.1) 38.4(7.8) 39.8(10.9) 40.5(5.7) 0.774 LDL-Cholesterol,mg/dL 102.6(35.5) 115.3(34.3) 129.6(30.3) 105.9(29.6) 0.079 Triglyceride,mg/dL 148.3(91.1) 174.8(79.9) 175.9(50.9) 184.6(68.1) 0.074
Sedimentationrate,mm/hour 22.3(14.8) 15.1(10.8) 13.4(5.2) 14.2(8.0) 0.412
hsCRP,mg/dL 5.1(4.5) 6.0(7.7) 5.5(5.5) 5.6(5.2) 0.969
Bodymassindex(BMI),hemoglobinA1c(HbA1c),highdensitylipoprotein(HDL),lowdensitylipoprotein(LDL),highsensitivecreactiveprotein (hsCRP).
Mean(standarddeviation).
Table2–Evaluationofmicroandmacrovascularcomplicationsaccordingtogroups.
Group1(n=20) Group2(n=21) Group3(n=17) Group4(n=20) p
CoronaryArteryDisease 9(45%) 10(47.6%) 1(5.9%) 2(10%) 0.003
Retinopathy 5(25%) 7(33.3%) 2(11.8%) 4(20%) 0.454
DiabeticFoot 0(%0) 1(4.8%) 0(%0) 0(%0) 0.432
Neuropathy 9(45%) 9(42.9%) 2(11.8%) 5(25%) 0.096
isdetectedbetweenage,hypertensionandCADandcystatin
Clevels(forager=0.534,p=0.001;forhypertensionr=0.347,
p=0.002;forCADr=0.382,p=0.001,respectively).
When60ml/min/1.73m2isselectedforGFRasthecut-off
value,itisobservedthatthecystatinClevelsaresignificantly
differentbetween the patientswho have eGFRvaluesover
andbelowthiscut-offpoint(GFR<60ml/min:1548.6±613.8;
GFR≥60ml/minmean:816.8±310.8;p=0.001).ROCanalysis
forcystatinC,inthecaseswherecystatinCisC≥1064mg/L,
catch-upsensitivityofGFRin<60ml/mwascalculatedas80%,
specificityas86.21%;positiveconjecturevalueas66.67%and
negativeconjecturevalueiscalculatedas92.59%(Fig.3).The
areaunderthecurveinROCanalysiswasfoundas85.4%and standarderrorwascalculatedas6%.
Discussion
Thealbumin excretionrate (AER)which isused instaging
ofDNand GFR,isnot sufficientforexplainingthe disease
progress.Whilealbuminexcretionthroughurineisnormal,
GFRcandecreasewithoutanyincreaseinAER.Byconsidering
thatDNmayhavenormoalbuminuricstage,11thissituationis
reportedintype1diabeticpatientswhoshowtypical specifi-cationsinfavorofDNinrenalbiopsy.11Inourstudy,when detecting the early stage diabetic nephropathy, cystatin C levelsaredetectedashigherinthegroupswhichhave nor-moalbuminuriceGFR<60ml/m/1.73m2 andasindependent
fromeGFRserumandurineTGF-1levelisdetectedashigher inmicroalbuminuriagroup.
In AER and GFR relation age is an important factor. GFR istype2diabetics over 70 yearsold,is approximately 60ml/m/1.73m2.Inourstudy,eGFRwasthelowestandthe
agewastheoldestinnormoalbuminuricgroup(average62±5 years).
Today,GFRisacceptedasthebestindexreflectingkidney function.13GFRcanbedirectlymeasuredwiththeinfusionof theexogenousmarkerssuchasinulinor51Cr-EDTA.However
thesemethodsarenotpracticalandnotusedindailypractice. Therefore, for the sake of practicality, American Diabetes Association (ADA)andNational KidneyFoundation suggest theformulaofCockcroft-Gault(CG)andModificationofDiet inRenalDiseasefour-variable(MDRD)equationstoestimate
Table3–EstimatedGFR,cystatinC,serumandurineTGF-1,andMAlevelsinstudygroups.
Group1(n=20) Group2(n=21) Group3(n=17) Group4(n=20) p
eGFR,mL/m/1.73m2 54.7(7.6) 78.2(23.5) 125.7(6.9) 106.1(29.8) 0.001
CystatinC,mg/L 1.4(0.6) 1.1(0.4) 0.6(0.1) 0.7(0.1) 0.001
sTGF-1,ng/mL 16.7(6.9) 18.9(3.0) 16.1(6.1) 13.2(6.4) 0.022
uTGF-1,pg/mgcre 558.6(23.0) 633.2(100.6) 539.3(204.3) 442.2(214.3) 0.022
MA,mg/24h 18.0(5.9) 89.8(37.7) 22.2(8.9) 16.3(5.1) 0.001
Estimatedglomerularfiltrationrate(eGFR),serumtransforminggrowthfactor-beta1(sTGF-1),urinetransforminggrowthfactor-beta1 (uTGF-1),microalbuminuria(MA).
Cystatin C (mg/dL) 3000 2500 2000 1500 1000 500 0 Microalbuminuria (mg/24 hour) 200 150 100 50 0 Group 4 Group 3 Group 2 Group 1 Group 4 Group 3 Group 2 Group 1
Fig.2–CorrelationofserumcystatinCwith microalbuminuriainallfourstudygroups.
GFR.14,15ParticularlyMDRDequationisacceptedassuperior
thanCGowingtonotdependonbodyweightmeasurement.13 Serumcreatinineconcentrationisanimperfectmeasure ofGFR.Inourstudy,thecreatininelevelinthepatientgroups whoseGFRwas<60ml/m/1.73m2,hasnotincreasedyetand
thepatientswerenormoalbuminuric.Sinceserumcreatinine levelisaffected bymusclemassanddiet,itisnotanideal markerforGFR calculation. Novel methodsare needed for earlyandaccuratedetectionofDN.
CystatinCisanendogenicmarkerusedforGFR determina-tionbecauseitsserumlevelisdependenttoalmostwholeof eGFRparticularlyitisseenmorevaluableinnormalandmild decreasedeGFR.8 1-specificity 1.0 0.8 0.6 0.4 0.2 0.0 Sensitivity 1.0 0.8 0.6 0.4 0.2 0.0 ROC Curve AUC=85.4 % SE=6.0 %
Fig.3–ROCcurvewhichisobtainedforcystatinC.
Laterzaetal.5haveattributedcystatinCtobeanimportant
reagent inearlystagekidneydamagetoitsstabile produc-tion,musclemass, notbeing dependenttoageandgender ornotshowingreversetendencytokidneysecretionorblood circulation.
Inourstudy,thedifferenceincystatinClevelsshowedthat eveninnormoalbuminuriastage,thediabeticrenal disease canbeidentified.
In earlydiabetic kidney disease,thereare contradictory resultsrelatedtotheroleofcystatinC.Aspursuanttoour study,two studiesshow that cystatinCisnot more sensi-tivethancreatinine.16,17Contrarytoourresults,inthestudy wherecystatinCbasedequationsandcreatininebased equa-tions like Schwartz,MDRD and CGformulasare compared and inameta-analysiswhere46studies included,cystatin C is considered superior than creatinine in determination ofdecreasedGFR.18,19 Althoughanegativeweakrelationis detectedincystatinCandeGFRinourstudy,itwasnot statis-ticallysignificant.Wethinkthatthissituationmightbedueto thelimitednumberofcasesinthepatientgroup.Inthestudy whereMussapandcolleagueshaveexamined52type2 dia-beticpatients,20eGFRhasdecreasedfrom120ml/m/1.73m2to
20ml/m/1.73m2andcystatinChasincreasedmorethanthe
serumcreatininehas.TheassociationbetweenCystatinCand eGFRwasdetectedstrongerthantheserumcreatinine.
Inthestudy ofSurendaretal.inIndianswhohave glu-coseintolerance,itwasdeterminedthatcystatinClevelshave increasedascomparative withglucoseintolerance and the highestcystatinClevelswerefoundinthegroupwhichhad microalbuminuriaandretinopathy.21Inourstudy,no differ-encewasdetectedintermsofretinopathyamongthegroups andcystatinClevelswerefoundhighestinthe normoalbu-minuricgroup.
Inthepreviousstudy,ROCanalysismadeforidentifying thediagnosticprofileofserumcystatinCinpredictingeGFR <60ml/dk/1.73m2inthetype2diabeticpatientsandassimilar
toourstudy,cut-offvalueisdetectedas1.06mg/dl,the sen-sitivityofserumcystatinClevelis81%andthespecificityis detectedas.22Aspursuanttoourstudy,serumcystatinClevel ofthenormoalbuminuricisdetectedassignificantlyhigher thanthepatientswithGFRof≤60ml/dk/1.73m2.Thismakes
usthinkthatcystatinClevelsofserumandurinearerelated with the subclinicalfailure and may bethe kidney uptake reagentswhicharemeasurableintheperiodearlierthanthe onsetofalbuminuria.InthestudyofYangandfriends,serum cystatinClevelshowedcorrelationwithMAlevel.23
WhenweconsidertherelationbetweenserumcystatinC andserumcreatininelevelsandMDRDinwholestudy pop-ulation wedetermined that the predictiveabilityof serum creatinineforGFRwashigher.Thisresult,whichisdiscordant withthemajorityoftheliterature,canbeconnectedtothe insufficiencyofthecasesinpatientgroups,selectingthecase fromthe patientswho haveearlyperiodDNandformation of25%ofthetotalpatientpopulationbymicroalbuminuric patientgroup.
Inthemicroalbuminuricpatientgroupandinthepatient groupwithGFR<60ml/m/1.73m2or>60ml/m/1.73m2,
nega-tiveandsignificantassociationwasfound.Thispatientgroup wasthe solepatient groupwithMA.Thisgroupwasmade upfromolderpatientsthannormoalbuminuricandtwoother
patientgroupswithGFR>90ml/m/1.73m2.Itisknownthat
theserumcystatinClevelincreaseswithadvancingage.The presenceofsignificantdifferenceamongthepatientgroupsin termsofage,canbeseenasanotherfactorwhichlimitsour study.
Inbothstudies,highserumcystatinClevelisassociated withtheprevious coronaryheartdisease.24,25 Assimilar to thesestudies,wehavefoundpositivesignificantcorrelation between CAD and serum cystatin C in the whole patient cohort.
OneofthecytokineswhichisresponsibleforDNinitiation andprogressionisTGF-.ItisproventhatTGF-intervenesto allpathologicalchangeswhichdependonthediabetickidney disease.26 TGF-causes kidneycellhypertrophy and exces-siveextracellularmatrixproductionininterstitialfibroblasts, glomerularandtubularcells.
In experimental DM, glomerular and tubule-interstitial compartments, expresses TGF- or TGF- type II receptor. Althoughthekidneyofthenon-diabeticsubjectremoves TGF-1fromtheblood,kidneyofadiabeticpatientreleasesTGF-1 proteinintothecirculation.TGF-1levelwhichhasincreased inurineisassociatedwithadverseclinicaloutcomes.27In3 patientgroupswhichdonothaveMAinourstudy,wehave foundtheserum andurineTGF-1levelswere significantly higherinthegroupswithMA.
Increased kidney TGF-1 production in the diabetic patients was examined and renal vein TGF-1 concentra-tionwasfoundpositiveindiabeticpatientsandnegativein non-diabetic patients.27 Urine TGF-1 level in the diabetic patientsincreasedfourfoldthanthenon-diabeticpatientsand ascontrarytoourstudy,increasedurineTGF-1excretionwas presentinalldiabeticpatientsirrespectiveofMAstatus.
Therearesomelimitationsofourstudythatneedtobe mentioned.The mostimportant limitation ofour study is theestimation ofGFRmeasurements. Allestimates ofGFR basedonserumcreatininewillbeaffectedfromphysiologic and/orpathologiclimitations28andbefarfromidealGFR.On theotherhand,recentstudiesshowedtheCKD-EPIcreatinine equationhassimilarGFRpredictionindifferentpatient pop-ulationcomparedwiththeMDRDStudyequation,eveninthe earlierCKDstages.29,30 Inaddition,the CKD-EPI creatinine-cystatinCequationismoresuitablecomparedwithstandard reference for cystatin C and creatinine based equations.31 However, the cost effectivenessof the CKD-EPI creatinine-cystatinCequationforclinicaluseshouldbeconsidered.The secondimportantlimitationisthesamplesizeofthestudy groups.Butwewantedtobesureaboutpatientswithtype2 diabetesmellituswithoutknownovertdiabeticnephropathy. Largernewclinicaltrialsarerecommendedtodeterminethe roleofserumcystatinC,serumandurineTGF-1levelasan earlybiomarkerofdiabeticnephropathy.Thethird,diabetic footulcerwithorwithoutconcomitantperipheralarterial dis-easeis considered astwo separatedisease.32 Inour study, wedidnotexamthepatientswhethertheyhaveperipheral vasculardisease.
Conclusion
Althoughurinaryalbuminexcretionissuggestedfordetection
oftype2diabeticnephropathy,thereisgroupofpatientswith
decreasedeGFRbutwithoutincreasedurinaryalbumin
excre-tion,inwhichserumcystatinClevelwasindicatedtobeused
asanearly biomarkerofdiabetic nephropathy.In addition,
despitethatserumandurineTGF-1levelswerealso
signifi-cantlyhigherinpatientswithMA,onlyincreasedurineTGF-1
excretionwaspresentinalldiabeticpatientsirrespectiveof
MAstatus.
Conflict
of
interest
Theauthorsdeclarenoconflictofinterest.
r
e
f
e
r
e
n
c
e
s
1.ParvingHH.Diabeticnephropathy:preventionandtreatment.
KidneyInt.2001;60:2041–55.
2.VibertiGC,HillRD,JarrettRJ,ArgyropoulosA,MahmudU,
KeenH.Microalbuminuriaasapredictorofclinical
nephropathyininsulin-dependentdiabetesmellitus.Lancet.
1982;1:1430–2.
3.Rask-MadsenC,KingGL.Kidneycomplications:factorsthat
protectthediabeticvasculature.NatMed.2010;16:40–1.
4.GrossJL,deAzevedoMJ,SilveiroSP,CananiLH,CaramoriML,
ZelmanovitzT.Diabeticnephropathy:diagnosis,prevention,
andtreatment.DiabetesCare.2005;28:164–76.
5.LaterzaOF,PriceCP,ScottMG.CystatinC:animproved
estimatorofglomerularfiltrationrate?ClinChem.
2002;48:699–707.
6.StephensonJM,FullerJH.Microalbuminuriaisnotrarebefore
5yearsofIDDM.EURODIABIDDMComplicationsStudyGroup
andtheWHOMultinationalStudyofVascularDiseasein
DiabetesStudyGroup.JDiabetesComplicat.1994;8:166–73.
7.SchultzCJ,Konopelska-BahuT,DaltonRN,CarrollTA,
StrattonI,GaleEA,etal.Microalbuminuriauriaprevalence
varieswithage,sex,andpubertyinchildrenwithtype1
diabetesfollowedfromdiagnosisinalongitudinalstudy.
OxfordRegionalProspectiveStudyGroup.DiabetesCare.
1999;22:495–502.
8.HarmoinenAP,KouriTT,WirtaOR,LehtimäkiTJ,Rantalaiho
V,TurjanmaaVM,etal.EvaluationofplasmacystatinCasa
markerforglomerularfiltrationrateinpatientswithtype2
diabetes.ClinNephrol.1999;52:363–70.
9.MartinMV,BarrosoS,HerraezO,DeSandeF,CaravacaF.
CystatinCasarenalfunctionestimatorinadvancedchronic
renalfailurestages.Nefrologia.2006;26:433–8.
10.LópezGJ,SacristánEB,MicóM,AriasMF,deSandeMF,AlejoS.
SerumcystatinCandmicroalbuminuriainthedetectionof
vascularandrenaldamageinearlystages.Nefrologia.
2010;31:560–6.
11.MacisaacRJ,JerumsG.Albuminuricandnon-albuminuric
pathwaystorenalimpairmentindiabetes.Minerva
Endocrinol.2005;30:161–77.
12.TsalamandrisC,AllenTJ,GilbertRE,SinhaA,
PanagiotopoulosS,CooperME.Progressivedeclineinrenal
functionindiabeticpatientswithandwithoutalbuminuria.
Diabetes.1994;43:649–55.
13.LeveyAS,BoschJP,LewisJB,GreeneT,RogersN,RothD,etal.
Amoreaccuratemethodtoestimateglomerularfiltration
ratefromserumcreatinine:anewpredictionequation.
ModificationofDietinRenalDiseaseStudyGroup.AnnIntern
Med.1999;130:461–70.
14.AmericanDiabetesAssociationClinicalPractice
Recommendations2001.DiabetesCare.2001;24Suppl.
15.RigalleauV,LasseurC,PerlemoineC,BartheN,RaffaitinC,
ChauveauP,etal.Cockcroft–Gaultformulaisbiasedbybody
weightindiabeticpatientswithrenalimpairment.
Metabolism.2006;55:108–12.
16.PerlemoineC,BeauvieuxMC,RigalleauV,BailletL,BarthesN,
DeracheP,etal.InterestofcystatinCinscreeningdiabetic
patientsforearlyimpairmentofrenalfunction.Metabolism.
2003;52:1258–64.
17.OddozeC,MorangeS,PortugalH,BerlandY,DussolB.
CystatinCisnotmoresensitivethancreatininefordetecting
earlyrenalimpairmentinpatientswithdiabetes.AmJ
KidneyDis.2001;38:310–6.
18.Herget-RosenthalS,BokenkampA,HofmannW.Howto
estimateGFR-serumcreatinine,serumcystatinCor
equations?ClinBiochem.2007;40:153–61.
19.DharnidharkaVR,KwonC,StevensG.SerumcystatinCis
superiortoserumcreatinineasamarkerofkidneyfunction:
ameta-analysis.AmJKidneyDis.2002;40:221–6.
20.MussapM,DallaVestraM,FiorettoP,SallerA,VaragnoloM,
NosadiniR,etal.CystatinCisamoresensitivemarkerthan
creatininefortheestimationofGFRintype2diabetic
patients.KidneyInt.2002;61:1453–61.
21.SurendarJ,AnuradhaS,AshleyB,BalasubramanyamM,
AravindhanV,RemaM.CystatinCandcystatinglomerular
filtrationrateasmarkersofearlyrenaldiseaseinAsian
Indiansubjectswithglucoseintolerance(CURES-32).Metab
SyndrRelatDisord.2009;7:419–25.
22.JeonYK,KimMR,HuhJE,KangSY.CystatinCasanearly
biomarkerofnephropathyinpatientswithtype2diabetes.J
KoreanMedSci.2011;26:258–63.
23.YangYS,PengCH,LinCK,WangCP,HuangCN.Useofserum
cystatinCtodetectearlydeclineofglomerularfiltrationrate
intype2diabetes.InternMed.2007;46:801–6.
24.ShlipakMG,WasselFyrCL,ChertowGM,HarrisTB,
KritchevskySB,TylavskyFA,etal.CystatinCandmortality
riskintheelderly:thehealth,aging,andbodycomposition
study.JAmSocNephrol.2006;7:254–61.
25.ParikhNI,HwangSJ,YangQ,LarsonMG,GuoCY,RobinsSJ,
etal.ClinicalcorrelatesandheritabilityofcystatinC(fromthe
FraminghamOffspringStudy).AmJCardiol.2008;102:1194–8.
26.ChenS,JimB,ZiyadehFN.Diabeticnephropathyand
transforminggrowthfactor-beta:transformingourviewof
glomerulosclerosisandfibrosisbuild-up.SeminNephrol.
2003;23:532–43.
27.SharmaK,ZiyadehFN,AlzahabiB,McGowanTA,KapoorS,
KurnikBR,etal.Increasedrenalproductionoftransforming
growthfactor-beta1inpatientswithtypeIIdiabetes.
Diabetes.1997;46:854–9.
28.RuleAD,BaileyKR,SchwartzGL,KhoslaS,LieskeJC,Melton
LJ3rd.Forestimatingcreatinineclearancemeasuringmuscle
massgivesbetterresultsthanthosebasedondemographics.
KidneyInt.2009;75:1071–8.
29.BouquegneauA,Vidal-PetiotE,VrtonsnikF,CavalierE,Rorive
M,KrzesinskiJM,etal.ModificationofDietinRenalDisease
versusChronicKidneyDiseaseEpidemiologyCollaboration
equationtoestimateglomerularfiltrationrateinobese
patients.NephrolDialTransplant.2013;28Suppl.4:iv122–30.
30.MassonI,FlamantM,MaillardN,RuleAD,VrtovsnikF,Peraldi
MN.MDRDversusCKD-EPIequationtoestimateglomerular
filtrationrateinkidneytransplantrecipients.
Transplantation.2013;95:1211–7.
31.LiuX,MaH,HuangH,WangC,TangH,LiM,etal.Isthe
ChronicKidneyDiseaseepidemiologyCollaboration
creatinine–cystatinCequationusefulforglomerularfiltration
rateestimationintheelderly?ClinIntervAging.2013;8:1387.
32.PrompersL,SchaperN,ApelqvistJ,EdmondsM,JudeE,
MauricioD,etal.Predictionofoutcomeinindividualswith
diabeticfootulcers:focusonthedifferencesbetween
individualswithandwithoutperipheralarterialdisease.The