학술논문

The Influence of Cerebrospinal Fluid Abnormalities and APOE 4 on PHF-Tau Protein: Evidence From Voxel Analysis and Graph Theory
Document Type
article
Author
Yuan LiZhijun YaoYue YuYu FuYing ZouBin Hufor the Alzheimer’s Disease Neuroimaging InitiativeMichael W. WeinerPaul AisenMichael WeinerRonald PetersenClifford R. JackWilliam JagustJohn Q. TrojanowkiArthur W. TogaLaurel BeckettRobert C. GreenAndrew J. SaykinJohn MorrisLeslie M. ShawZaven KhachaturianGreg SorensenMaria CarrilloLew KullerMarc RaichleSteven PaulPeter DaviesHoward FillitFranz HeftiDavid HoltzmanM. Marcel MesulamWilliam PotterPeter SnyderTom MontineGustavo JimenezMichael DonohueDevon GessertKelly HarlessJennifer SalazarYuliana CabreraSarah WalterLindsey HergesheimerDanielle HarveyMatthew BernsteinNick FoxPaul ThompsonNorbert SchuffCharles DeCArliBret BorowskiJeff GunterMatt SenjemPrashanthi VemuriDavid JonesKejal KantarciChad WardRobert A. KoeppeNorm FosterEric M. ReimanKewei ChenChet MathisJohn C. MorrisNigel J. CairnsErin FranklinLisa Taylor-ReinwaldVirginia LeeMagdalena KoreckaMichal FigurskiKaren CrawfordScott NeuTatiana M. ForoudSteven PotkinLi ShenKelley FaberSungeun KimKwangsik NhoLean ThalLeon ThalNeil BuckholtzPeter J. SnyderMarilyn AlbertRichard FrankJohn HsiaoJoseph QuinnLisa C. SilbertBetty LindJeffrey A. KayeRaina CarterSara DolenLon S. SchneiderSonia PawluczykMauricio BecerraLiberty TeodoroBryan M. SpannJames BrewerHelen VanderswagAdam FleisherJaimie ZiolkowskiJudith L. HeidebrinkJoanne L. LordSara S. MasonColleen S. AlbersDavid KnopmanKris JohnsonJavier Villanueva-MeyerValory PavlikNathaniel PaciniAshley LambJoseph S. KassRachelle S. DoodyVictoria ShibleyMunir ChowdhurySusan RountreeMimi DangYaakov SternLawrence S. HonigKaren L. BellRandy YehBeau AncesDavid WinkfieldMaria CarrollAngela OliverMary L. CreechMark A. MintunStacy SchneiderDaniel MarsonDavid GeldmacherMarissa Natelson LoveRandall GriffithDavid ClarkJohn BrockingtonHillel GrossmanEffie MitsisRaj C. ShahMelissa LamarPatricia SamuelsRanjan DuaraMaria T. Greig-CustoRosemarie RodriguezChiadi OnyikeDaniel D’AgostinoStephanie KielbMartin SadowskiMohammed O. SheikhJamika Singleton-GarvinAnaztasia UlysseMrunalini GaikwadP. Murali DoraiswamyJeffrey R. PetrellaOlga JamesSalvador Borges-NetoTerence Z. WongEdward ColemanJason H. KarlawishDavid A. WolkSanjeev VaishnaviChristopher M. ClarkSteven E. ArnoldCharles D. SmithGreg JichaPeter HardyRiham El KhouliElizabeth OatesGary ConradOscar L. LopezMaryAnn OakleyDonna M. SimpsonAnton P. PorsteinssonKim MartinNancy KowalksiMelanie KeltzBonnie S. GoldsteinKelly M. MakinoM. Saleem IsmailConnie BrandGaby ThaiAimee PierceBeatriz YanezElizabeth SosaMegan WitbrachtKyle WomackDana MathewsMary QuicenoAllan I. LeveyJames J. LahJanet S. CellarJeffrey M. BurnsRussell H. SwerdlowWilliam M. BrooksEllen WooDaniel H.S. SilvermanEdmond TengSarah KremenLiana ApostolovaKathleen TingusPo H. LuGeorge BartzokisNeill R Graff-RadfordFrancine ParfittKim Poki-WalkerMartin R. FarlowAnn Marie HakeBrandy R. MatthewsJared R. BroschScott HerringChristopher H. van DyckRichard E. CarsonPradeep VarmaHoward ChertkowHoward BergmanChris HoseinSandra BlackBojana StefanovicChris (Chinthaka) HeynGing-Yuek Robin HsiungBenita MudgeVesna SossiHoward FeldmanMichele AssalyElizabeth FingerStephen PasternackWilliam PavloskyIrina RachinskyDick DrostAndrew KerteszCharles BernickDonna MunicMarek-Marsel MesulamEmily RogalskiKristine LipowskiSandra WeintraubBorna BonakdarpourDiana KerwinChuang-Kuo WuNancy JohnsonCarl SadowskyTeresa VillenaRaymond Scott TurnerKathleen JohnsonBrigid ReynoldsReisa A. SperlingKeith A. JohnsonGad A. MarshallJerome YesavageJoy L. TaylorSteven ChaoBarton LaneAllyson RosenJared TinklenbergEdward ZamriniChristine M. BeldenSherye A. SirrelNeil KowallRonald KillianyAndrew E. BudsonAlexander NorbashPatricia Lynn JohnsonThomas O. ObisesanNtekim E. OyonumoJoanne AllardOlu OgunlanaAlan LernerPaula OgrockiCurtis TatsuokaParianne FaticaEvan FletcherPauline MaillardJohn OlichneyCharles DeCarliOwen CarmichaelSmita KitturMichael BorrieT-Y LeeRob BarthaSterling JohnsonSanjay AsthanaCynthia M. CarlssonPierre TariotAnna BurkeJoel HetelleKathryn DeMarcoNadira TrncicStephanie ReederVernice BatesHoracio CapoteMichelle RainkaDouglas W. ScharreMaria KatakiRawan TarawnehEarl A. ZimmermanDzintra CelminsDavid HartGodfrey D. PearlsonKaren BlankKaren AndersonLaura A. FlashmanMarc SeltzerMary L. HynesRobert B. SantulliKaycee M. SinkMia YangAkiva MintzRhode IslandBrian R. OttGeoffrey TremontLori A. DaielloCourtney BodgeStephen SallowayPaul MalloyStephen CorreiaAthena LeeHoward J. RosenBruce L. MillerDavid PerryJacobo MintzerKenneth SpicerDavid BachmanStephen PasternakJohn RogersNunzio PomaraRaymundo HernandoAntero SarraelDelwyn D. MillerKaren Ekstam SmithHristina KolevaKi Won NamHyungsub ShimSusan K. SchultzNorman RelkinGloria ChiangMichael LinLisa RavdinAmanda SmithChristi LeachBalebail Ashok RajKristin FargherThomas NeylanJordan GrafmanLindsey HergesheimenJacqueline HayesShannon FinleySusan LandauErin HouseholderKarl FriedlDebra FleischmanKonstantinos ArfanakisDaniel VaronMaria T GreigBonnie GoldsteinKimberly S. MartinSteven G. PotkinAdrian PredaDana NguyenDino MassogliaOlga Brawman-MintzerWalter MartinezHoward RosenKelly BehanGad MarshallMarwan N. SabbaghSandra A. JacobsonSaba WoldaySterling C. JohnsonJ. Jay FruehlingSandra HardingElaine R. PeskindEric C. PetrieGail LiJerome A. YesavageAnsgar J. FurstScott MackinRema RamanErin DrakeMike DonohueElizabeth ShafferCraig NelsonDavid BickfordMeryl ButtersMichelle ZmudaDenise ReyesKelley M. FaberKelly N. NudelmanYiu Ho AuKelly SchererDaniel CatalinottoSamuel StarkElise OngDariella Fernandez
Source
Frontiers in Aging Neuroscience, Vol 11 (2019)
Subject
PHF-Tau
graph theory
network properties
APOE 4
CSF-Tau
Neurosciences. Biological psychiatry. Neuropsychiatry
RC321-571
Language
English
ISSN
1663-4365
Abstract
Mild cognitive impairment (MCI) is a transitional state between the cognitive changes in normal aging and Alzheimer’s disease (AD), which induces abnormalities in specific brain regions. Previous studies showed that paired helical filaments Tau (PHF-Tau) protein is a potential pathogenic protein which may cause abnormal brain function and structure in MCI and AD patients. However, the understanding of the PHF-Tau protein network in MCI patients is limited. In this study, 225 subjects with PHF-Tau Positron Emission Tomography (PET) images were divided into four groups based on whether they carried Apolipoprotein E ε4 (APOE 4) or abnormal cerebrospinal fluid Total-Tau (CSF T-Tau). They are two important pathogenic factors that might cause cognitive function impairment. The four groups were: individuals harboring CSF T-Tau pathology but no APOE 4 (APOE 4−T+); APOE 4 carriers with normal CSF T-Tau (APOE 4+T−); APOE 4 carriers with abnormal CSF T-Tau (APOE 4+T+); and APOE 4 noncarriers with abnormal CSF T-Tau (APOE 4−T−). We explored the topological organization of PHF-Tau networks in these four groups and calculated five kinds of network properties: clustering coefficient, shortest path length, Q value of modularity, nodal centrality and degree. Our findings showed that compared with APOE 4−T− group, the other three groups showed different alterations in the clustering coefficient, shortest path length, Q value of modularity, nodal centrality and degree. Simultaneously, voxel-level analysis was conducted and the results showed that compared with APOE 4−T− group, the other three groups were found increased PHF-Tau distribution in some brain regions. For APOE 4+T+ group, positive correlation was found between the value of PHF-Tau distribution in altered regions and Functional Assessment Questionnaire (FAQ) score. Our results indicated that the effects of APOE 4 and abnormal CSF T-Tau may induce abnormalities of PHF-Tau protein and APOE 4 has a greater impact on PHF-Tau than abnormal CSF T-Tau. Our results may be particularly helpful in uncovering the pathophysiology underlying the cognitive dysfunction in MCI patients.