PMID- 26990928
OWN - NLM
STAT- MEDLINE
DCOM- 20180116
LR  - 20200613
IS  - 1097-0193 (Electronic)
IS  - 1065-9471 (Print)
IS  - 1065-9471 (Linking)
VI  - 37
IP  - 6
DP  - 2016 Jun
TI  - Test-retest reliability of the default mode network in a multi-centric fMRI study 
      of healthy elderly: Effects of data-driven physiological noise correction 
      techniques.
PG  - 2114-32
LID - 10.1002/hbm.23157 [doi]
AB  - Understanding how to reduce the influence of physiological noise in resting state 
      fMRI data is important for the interpretation of functional brain connectivity. 
      Limited data is currently available to assess the performance of physiological 
      noise correction techniques, in particular when evaluating longitudinal changes 
      in the default mode network (DMN) of healthy elderly participants. In this 3T 
      harmonized multisite fMRI study, we investigated how different retrospective 
      physiological noise correction (rPNC) methods influence the within-site 
      test-retest reliability and the across-site reproducibility consistency of 
      DMN-derived measurements across 13 MRI sites. Elderly participants were scanned 
      twice at least a week apart (five participants per site). The rPNC methods were: 
      none (NPC), Tissue-based regression, PESTICA and FSL-FIX. The DMN at the single 
      subject level was robustly identified using ICA methods in all rPNC conditions. 
      The methods significantly affected the mean z-scores and, albeit less markedly, 
      the cluster-size in the DMN; in particular, FSL-FIX tended to increase the DMN 
      z-scores compared to others. Within-site test-retest reliability was consistent 
      across sites, with no differences across rPNC methods. The absolute percent 
      errors were in the range of 5-11% for DMN z-scores and cluster-size reliability. 
      DMN pattern overlap was in the range 60-65%. In particular, no rPNC method showed 
      a significant reliability improvement relative to NPC. However, FSL-FIX and 
      Tissue-based physiological correction methods showed both similar and significant 
      improvements of reproducibility consistency across the consortium (ICC = 0.67) 
      for the DMN z-scores relative to NPC. Overall these findings support the use of 
      rPNC methods like tissue-based or FSL-FIX to characterize multisite longitudinal 
      changes of intrinsic functional connectivity. Hum Brain Mapp 37:2114-2132, 2016. 
      (c) 2016 Wiley Periodicals, Inc.
CI  - (c) 2016 Wiley Periodicals, Inc.
FAU - Marchitelli, Rocco
AU  - Marchitelli R
AD  - Center for Mind/Brain Sciences (CIMEC), University of Trento, Rovereto, Italy.
FAU - Minati, Ludovico
AU  - Minati L
AD  - Center for Mind/Brain Sciences (CIMEC), University of Trento, Rovereto, Italy.
AD  - Scientific Department, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, 
      Italy.
FAU - Marizzoni, Moira
AU  - Marizzoni M
AD  - LENITEM Laboratory of Epidemiology, Neuroimaging, & Telemedicine-IRCCS San 
      Giovanni Di Dio-FBF, Brescia, Italy.
FAU - Bosch, Beatriz
AU  - Bosch B
AD  - Alzheimer's Disease and Other Cognitive Disorders Unit, Department of Neurology, 
      Hospital Clinic, and IDIBAPS, Barcelona, Spain.
FAU - Bartres-Faz, David
AU  - Bartres-Faz D
AD  - Department of Psychiatry and Clinical Psychobiology, Universitat De Barcelona and 
      IDIBAPS, Barcelona, Spain.
FAU - Muller, Bernhard W
AU  - Muller BW
AD  - LVR-Clinic for Psychiatry and Psychotherapy, Institutes and Clinics of the 
      University Duisburg-Essen, Essen, Germany.
FAU - Wiltfang, Jens
AU  - Wiltfang J
AD  - LVR-Clinic for Psychiatry and Psychotherapy, Institutes and Clinics of the 
      University Duisburg-Essen, Essen, Germany.
AD  - Department of Psychiatry and Psychotherapy, University Medical Center (UMG), 
      Georg August University, Gottingen, Germany.
FAU - Fiedler, Ute
AU  - Fiedler U
AD  - LVR-Clinic for Psychiatry and Psychotherapy, Institutes and Clinics of the 
      University Duisburg-Essen, Essen, Germany.
FAU - Roccatagliata, Luca
AU  - Roccatagliata L
AD  - Department of Neuroradiology, IRCSS San Martino University Hospital and IST, 
      Genoa, Italy.
AD  - Department of Health Sciences, University of Genoa, Genoa, Italy.
FAU - Picco, Agnese
AU  - Picco A
AD  - Department of Neuroscience, Ophthalmology, Genetics and Mother-Child Health 
      (DINOGMI), University of Genoa, Genoa, Italy.
FAU - Nobili, Flavio
AU  - Nobili F
AD  - Department of Neuroscience, Ophthalmology, Genetics and Mother-Child Health 
      (DINOGMI), University of Genoa, Genoa, Italy.
FAU - Blin, Oliver
AU  - Blin O
AD  - Pharmacology, Assistance Publique - Hopitaux De Marseille, Aix-Marseille 
      University-CNRS, UMR, Marseille, 7289, France.
FAU - Bombois, Stephanie
AU  - Bombois S
AD  - University of Lille, INSERM, CHU Lille, U1171 - Degenerative and Vascular 
      Cognitive Disorders, Lille, France.
FAU - Lopes, Renaud
AU  - Lopes R
AD  - University of Lille, INSERM, CHU Lille, U1171 - Degenerative and Vascular 
      Cognitive Disorders, Lille, France.
FAU - Bordet, Regis
AU  - Bordet R
AD  - University of Lille, INSERM, CHU Lille, U1171 - Degenerative and Vascular 
      Cognitive Disorders, Lille, France.
FAU - Sein, Julien
AU  - Sein J
AD  - CRMBM-CEMEREM, UMR 7339, Aix Marseille Universite-CNRS, Marseille, France.
FAU - Ranjeva, Jean-Philippe
AU  - Ranjeva JP
AD  - CRMBM-CEMEREM, UMR 7339, Aix Marseille Universite-CNRS, Marseille, France.
FAU - Didic, Mira
AU  - Didic M
AD  - APHM, CHU Timone, Service De Neurologie Et Neuropsychologie, Marseille, France.
AD  - Aix-Marseille Universite, INSERM INS UMR_S 1106, Marseille, 13005, France.
FAU - Gros-Dagnac, Helene
AU  - Gros-Dagnac H
AD  - INSERM, Imagerie Cerebrale Et Handicaps Neurologiques, UMR 825, Toulouse, France.
AD  - Universite De Toulouse, UPS, Imagerie Cerebrale Et Handicaps Neurologiques, UMR 
      825, CHU Purpan, Place Du Dr Baylac, Toulouse Cedex 9, France.
FAU - Payoux, Pierre
AU  - Payoux P
AD  - INSERM, Imagerie Cerebrale Et Handicaps Neurologiques, UMR 825, Toulouse, France.
AD  - Universite De Toulouse, UPS, Imagerie Cerebrale Et Handicaps Neurologiques, UMR 
      825, CHU Purpan, Place Du Dr Baylac, Toulouse Cedex 9, France.
FAU - Zoccatelli, Giada
AU  - Zoccatelli G
AD  - Department of Neuroradiology, General Hospital, Verona, Italy.
FAU - Alessandrini, Franco
AU  - Alessandrini F
AD  - Department of Neuroradiology, General Hospital, Verona, Italy.
FAU - Beltramello, Alberto
AU  - Beltramello A
AD  - Department of Neuroradiology, General Hospital, Verona, Italy.
FAU - Bargallo, Nuria
AU  - Bargallo N
AD  - Department of Neuroradiology and Magnetic Resonace Image Core Facility, Hospital 
      Clinic De Barcelona, IDIBAPS, Barcelona, Spain.
FAU - Ferretti, Antonio
AU  - Ferretti A
AD  - Department of Neuroscience Imaging and Clinical Sciences, University "G. 
      d'Annunzio" of Chieti, Italy.
AD  - Institute for Advanced Biomedical Technologies (ITAB), University "G. d'Annunzio" 
      of Chieti, Italy.
FAU - Caulo, Massimo
AU  - Caulo M
AD  - Department of Neuroscience Imaging and Clinical Sciences, University "G. 
      d'Annunzio" of Chieti, Italy.
AD  - Institute for Advanced Biomedical Technologies (ITAB), University "G. d'Annunzio" 
      of Chieti, Italy.
FAU - Aiello, Marco
AU  - Aiello M
AD  - IRCCS SDN, Naples, Italy.
FAU - Cavaliere, Carlo
AU  - Cavaliere C
AD  - IRCCS SDN, Naples, Italy.
FAU - Soricelli, Andrea
AU  - Soricelli A
AD  - IRCCS SDN, Naples, Italy.
AD  - University of Naples Parthenope, Naples, Italy.
FAU - Parnetti, Lucilla
AU  - Parnetti L
AD  - Section of Neurology, Centre for Memory Disturbances, University of Perugia, 
      Perugia, Italy.
FAU - Tarducci, Roberto
AU  - Tarducci R
AD  - Perugia General Hospital, Medical Physics Unit, Perugia, Italy.
FAU - Floridi, Piero
AU  - Floridi P
AD  - Perugia General Hospital, Neuroradiology Unit, Perugia, Italy.
FAU - Tsolaki, Magda
AU  - Tsolaki M
AD  - 3rd Department of Neurology, Aristotle University of Thessaloniki, Thessaloniki, 
      Greece.
FAU - Constantinidis, Manos
AU  - Constantinidis M
AD  - Interbalkan Medical Center of Thessaloniki, Thessaloniki, Greece.
FAU - Drevelegas, Antonios
AU  - Drevelegas A
AD  - Interbalkan Medical Center of Thessaloniki, Thessaloniki, Greece.
AD  - Department of Radiology, Aristotle University of Thessaloniki, Thessaloniki, 
      Greece.
FAU - Rossini, Paolo Maria
AU  - Rossini PM
AD  - Department of Geriatrics, Neuroscience & Orthopaedics, Catholic University, 
      Policlinic Gemelli, Rome, Italy.
AD  - IRCSS S.Raffaele Pisana, Rome, Italy.
FAU - Marra, Camillo
AU  - Marra C
AD  - Center for Neuropsychological Research, Catholic University, Rome, Italy.
FAU - Schonknecht, Peter
AU  - Schonknecht P
AD  - Department of Psychiatry, University Hospital Leipzig, Leipzig, Germany.
FAU - Hensch, Tilman
AU  - Hensch T
AD  - Department of Psychiatry, University Hospital Leipzig, Leipzig, Germany.
FAU - Hoffmann, Karl-Titus
AU  - Hoffmann KT
AD  - Department of Neuroradiology, University Hospital Leipzig, Leipzig, Germany.
FAU - Kuijer, Joost P
AU  - Kuijer JP
AD  - Department of Physics and Medical Technology, VU University Medical Center, 
      Amsterdam, the Netherlands.
FAU - Visser, Pieter Jelle
AU  - Visser PJ
AD  - Alzheimer Centre and Department of Neurology, Vrije Universiteit University 
      Medical Center, Amsterdam, the Netherlands.
AD  - Department of Psychiatry and Neuropsychology, Alzheimer Center Limburg, 
      University of Maastricht, Maastricht, the Netherlands.
FAU - Barkhof, Frederik
AU  - Barkhof F
AD  - Alzheimer Centre and Department of Neurology, Vrije Universiteit University 
      Medical Center, Amsterdam, the Netherlands.
FAU - Frisoni, Giovanni B
AU  - Frisoni GB
AD  - LENITEM Laboratory of Epidemiology, Neuroimaging, & Telemedicine-IRCCS San 
      Giovanni Di Dio-FBF, Brescia, Italy.
AD  - Memory Clinic and LANVIE, Laboratory of Neuroimaging of Aging, University 
      Hospitals and University of Geneva, Geneva, Switzerland.
FAU - Jovicich, Jorge
AU  - Jovicich J
AD  - Center for Mind/Brain Sciences (CIMEC), University of Trento, Rovereto, Italy.
LA  - eng
PT  - Journal Article
PT  - Multicenter Study
DEP - 20160317
PL  - United States
TA  - Hum Brain Mapp
JT  - Human brain mapping
JID - 9419065
SB  - IM
MH  - Aged
MH  - Brain/*physiology
MH  - *Brain Mapping/methods
MH  - Female
MH  - Humans
MH  - Longitudinal Studies
MH  - *Magnetic Resonance Imaging
MH  - Male
MH  - Middle Aged
MH  - Neural Pathways/physiology
MH  - Regression Analysis
MH  - Reproducibility of Results
MH  - Rest
MH  - Retrospective Studies
PMC - PMC6867386
OTO - NOTNLM
OT  - default mode network
OT  - independent component analysis
OT  - multisite
OT  - physiological noise correction
OT  - resting-state networks
OT  - task-free fMRI
OT  - test-retest reliability
EDAT- 2016/03/19 06:00
MHDA- 2018/01/18 06:00
PMCR- 2016/03/17
CRDT- 2016/03/19 06:00
PHST- 2015/08/17 00:00 [received]
PHST- 2016/02/16 00:00 [revised]
PHST- 2016/02/17 00:00 [accepted]
PHST- 2016/03/19 06:00 [entrez]
PHST- 2016/03/19 06:00 [pubmed]
PHST- 2018/01/18 06:00 [medline]
PHST- 2016/03/17 00:00 [pmc-release]
AID - HBM23157 [pii]
AID - 10.1002/hbm.23157 [doi]
PST - ppublish
SO  - Hum Brain Mapp. 2016 Jun;37(6):2114-32. doi: 10.1002/hbm.23157. Epub 2016 Mar 17.