Back to Search Start Over

The Influence of Cerebrospinal Fluid Abnormalities and APOE 4 on PHF-Tau Protein: Evidence From Voxel Analysis and Graph Theory

Authors :
Yuan Li
Zhijun Yao
Yue Yu
Yu Fu
Ying Zou
Bin Hu
for the Alzheimer’s Disease Neuroimaging Initiative
Michael W. Weiner
Paul Aisen
Michael Weiner
Ronald Petersen
Clifford R. Jack
William Jagust
John Q. Trojanowki
Arthur W. Toga
Laurel Beckett
Robert C. Green
Andrew J. Saykin
John Morris
Leslie M. Shaw
Zaven Khachaturian
Greg Sorensen
Maria Carrillo
Lew Kuller
Marc Raichle
Steven Paul
Peter Davies
Howard Fillit
Franz Hefti
David Holtzman
M. Marcel Mesulam
William Potter
Peter Snyder
Tom Montine
Gustavo Jimenez
Michael Donohue
Devon Gessert
Kelly Harless
Jennifer Salazar
Yuliana Cabrera
Sarah Walter
Lindsey Hergesheimer
Danielle Harvey
Matthew Bernstein
Nick Fox
Paul Thompson
Norbert Schuff
Charles DeCArli
Bret Borowski
Jeff Gunter
Matt Senjem
Prashanthi Vemuri
David Jones
Kejal Kantarci
Chad Ward
Robert A. Koeppe
Norm Foster
Eric M. Reiman
Kewei Chen
Chet Mathis
John C. Morris
Nigel J. Cairns
Erin Franklin
Lisa Taylor-Reinwald
Virginia Lee
Magdalena Korecka
Michal Figurski
Karen Crawford
Scott Neu
Tatiana M. Foroud
Steven Potkin
Li Shen
Kelley Faber
Sungeun Kim
Kwangsik Nho
Lean Thal
Leon Thal
Neil Buckholtz
Peter J. Snyder
Marilyn Albert
Richard Frank
John Hsiao
Joseph Quinn
Lisa C. Silbert
Betty Lind
Jeffrey A. Kaye
Raina Carter
Sara Dolen
Lon S. Schneider
Sonia Pawluczyk
Mauricio Becerra
Liberty Teodoro
Bryan M. Spann
James Brewer
Helen Vanderswag
Adam Fleisher
Jaimie Ziolkowski
Judith L. Heidebrink
Joanne L. Lord
Sara S. Mason
Colleen S. Albers
David Knopman
Kris Johnson
Javier Villanueva-Meyer
Valory Pavlik
Nathaniel Pacini
Ashley Lamb
Joseph S. Kass
Rachelle S. Doody
Victoria Shibley
Munir Chowdhury
Susan Rountree
Mimi Dang
Yaakov Stern
Lawrence S. Honig
Karen L. Bell
Randy Yeh
Beau Ances
David Winkfield
Maria Carroll
Angela Oliver
Mary L. Creech
Mark A. Mintun
Stacy Schneider
Daniel Marson
David Geldmacher
Marissa Natelson Love
Randall Griffith
David Clark
John Brockington
Hillel Grossman
Effie Mitsis
Raj C. Shah
Melissa Lamar
Patricia Samuels
Ranjan Duara
Maria T. Greig-Custo
Rosemarie Rodriguez
Chiadi Onyike
Daniel D’Agostino
Stephanie Kielb
Martin Sadowski
Mohammed O. Sheikh
Jamika Singleton-Garvin
Anaztasia Ulysse
Mrunalini Gaikwad
P. Murali Doraiswamy
Jeffrey R. Petrella
Olga James
Salvador Borges-Neto
Terence Z. Wong
Edward Coleman
Jason H. Karlawish
David A. Wolk
Sanjeev Vaishnavi
Christopher M. Clark
Steven E. Arnold
Charles D. Smith
Greg Jicha
Peter Hardy
Riham El Khouli
Elizabeth Oates
Gary Conrad
Oscar L. Lopez
MaryAnn Oakley
Donna M. Simpson
Anton P. Porsteinsson
Kim Martin
Nancy Kowalksi
Melanie Keltz
Bonnie S. Goldstein
Kelly M. Makino
M. Saleem Ismail
Connie Brand
Gaby Thai
Aimee Pierce
Beatriz Yanez
Elizabeth Sosa
Megan Witbracht
Kyle Womack
Dana Mathews
Mary Quiceno
Allan I. Levey
James J. Lah
Janet S. Cellar
Jeffrey M. Burns
Russell H. Swerdlow
William M. Brooks
Ellen Woo
Daniel H.S. Silverman
Edmond Teng
Sarah Kremen
Liana Apostolova
Kathleen Tingus
Po H. Lu
George Bartzokis
Neill R Graff-Radford
Francine Parfitt
Kim Poki-Walker
Martin R. Farlow
Ann Marie Hake
Brandy R. Matthews
Jared R. Brosch
Scott Herring
Christopher H. van Dyck
Richard E. Carson
Pradeep Varma
Howard Chertkow
Howard Bergman
Chris Hosein
Sandra Black
Bojana Stefanovic
Chris (Chinthaka) Heyn
Ging-Yuek Robin Hsiung
Benita Mudge
Vesna Sossi
Howard Feldman
Michele Assaly
Elizabeth Finger
Stephen Pasternack
William Pavlosky
Irina Rachinsky
Dick Drost
Andrew Kertesz
Charles Bernick
Donna Munic
Marek-Marsel Mesulam
Emily Rogalski
Kristine Lipowski
Sandra Weintraub
Borna Bonakdarpour
Diana Kerwin
Chuang-Kuo Wu
Nancy Johnson
Carl Sadowsky
Teresa Villena
Raymond Scott Turner
Kathleen Johnson
Brigid Reynolds
Reisa A. Sperling
Keith A. Johnson
Gad A. Marshall
Jerome Yesavage
Joy L. Taylor
Steven Chao
Barton Lane
Allyson Rosen
Jared Tinklenberg
Edward Zamrini
Christine M. Belden
Sherye A. Sirrel
Neil Kowall
Ronald Killiany
Andrew E. Budson
Alexander Norbash
Patricia Lynn Johnson
Thomas O. Obisesan
Ntekim E. Oyonumo
Joanne Allard
Olu Ogunlana
Alan Lerner
Paula Ogrocki
Curtis Tatsuoka
Parianne Fatica
Evan Fletcher
Pauline Maillard
John Olichney
Charles DeCarli
Owen Carmichael
Smita Kittur
Michael Borrie
T-Y Lee
Rob Bartha
Sterling Johnson
Sanjay Asthana
Cynthia M. Carlsson
Pierre Tariot
Anna Burke
Joel Hetelle
Kathryn DeMarco
Nadira Trncic
Stephanie Reeder
Vernice Bates
Horacio Capote
Michelle Rainka
Douglas W. Scharre
Maria Kataki
Rawan Tarawneh
Earl A. Zimmerman
Dzintra Celmins
David Hart
Godfrey D. Pearlson
Karen Blank
Karen Anderson
Laura A. Flashman
Marc Seltzer
Mary L. Hynes
Robert B. Santulli
Kaycee M. Sink
Mia Yang
Akiva Mintz
Rhode Island
Brian R. Ott
Geoffrey Tremont
Lori A. Daiello
Courtney Bodge
Stephen Salloway
Paul Malloy
Stephen Correia
Athena Lee
Howard J. Rosen
Bruce L. Miller
David Perry
Jacobo Mintzer
Kenneth Spicer
David Bachman
Stephen Pasternak
John Rogers
Nunzio Pomara
Raymundo Hernando
Antero Sarrael
Delwyn D. Miller
Karen Ekstam Smith
Hristina Koleva
Ki Won Nam
Hyungsub Shim
Susan K. Schultz
Norman Relkin
Gloria Chiang
Michael Lin
Lisa Ravdin
Amanda Smith
Christi Leach
Balebail Ashok Raj
Kristin Fargher
Thomas Neylan
Jordan Grafman
Lindsey Hergesheimen
Jacqueline Hayes
Shannon Finley
Susan Landau
Erin Householder
Karl Friedl
Debra Fleischman
Konstantinos Arfanakis
Daniel Varon
Maria T Greig
Bonnie Goldstein
Kimberly S. Martin
Steven G. Potkin
Adrian Preda
Dana Nguyen
Dino Massoglia
Olga Brawman-Mintzer
Walter Martinez
Howard Rosen
Kelly Behan
Gad Marshall
Marwan N. Sabbagh
Sandra A. Jacobson
Saba Wolday
Sterling C. Johnson
J. Jay Fruehling
Sandra Harding
Elaine R. Peskind
Eric C. Petrie
Gail Li
Jerome A. Yesavage
Ansgar J. Furst
Scott Mackin
Rema Raman
Erin Drake
Mike Donohue
Elizabeth Shaffer
Craig Nelson
David Bickford
Meryl Butters
Michelle Zmuda
Denise Reyes
Kelley M. Faber
Kelly N. Nudelman
Yiu Ho Au
Kelly Scherer
Daniel Catalinotto
Samuel Stark
Elise Ong
Dariella Fernandez
Source :
Frontiers in Aging Neuroscience, Vol 11 (2019)
Publication Year :
2019
Publisher :
Frontiers Media S.A., 2019.

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.

Details

Language :
English
ISSN :
16634365
Volume :
11
Database :
Directory of Open Access Journals
Journal :
Frontiers in Aging Neuroscience
Publication Type :
Academic Journal
Accession number :
edsdoj.865a1cf09d84d36af0f71b1d5e712fe
Document Type :
article
Full Text :
https://doi.org/10.3389/fnagi.2019.00208