Longitudinal reproducibility of default-mode network connectivity in healthy elderly participants: A multicentric resting-state fMRI study

被引:73
|
作者
Jovicich, Jorge [1 ]
Minati, Ludovico [1 ,36 ]
Marizzoni, Moira [2 ]
Marchitelli, Rocco [1 ]
Sala-Llonch, Roser [3 ,4 ]
Bartres-Faz, David [3 ,4 ]
Arnold, Jennifer [5 ]
Benninghoff, Jens [5 ]
Fiedler, Ute [5 ]
Roccatagliata, Luca [6 ,7 ,8 ]
Picco, Agnese [9 ]
Nobili, Flavio [9 ]
Blin, Oliver [10 ]
Bombois, Stephanie [11 ]
Lopes, Renaud [11 ]
Bordet, Regis [11 ]
Sein, Julien [12 ]
Ranjeva, Jean-Philippe [12 ]
Didic, Mira [13 ,14 ]
Gros-Dagnac, Helene [15 ,16 ]
Payoux, Pierre [15 ,16 ]
Zoccatelli, Giada [17 ]
Alessandrini, Franco [17 ]
Beltramello, Alberto [17 ]
Bargallo, Nuria [18 ,19 ]
Ferretti, Antonio [20 ,21 ]
Caulo, Massimo [20 ,21 ]
Aiello, Marco [22 ]
Cavaliere, Carlo [22 ]
Soricelli, Andrea [22 ,23 ]
Parnetti, Lucilla [24 ]
Tarducci, Roberto [25 ]
Floridi, Piero [35 ]
Tsolaki, Magda [26 ]
Constantinidis, Manos [27 ]
Drevelegas, Antonios [27 ,28 ]
Rossini, Paolo Maria [29 ,30 ]
Marra, Camillo [31 ]
Schoenknecht, Peter [41 ]
Hensch, Tilman [41 ]
Hoffmann, Karl-Titus [32 ]
Kuijer, Joost P. [40 ]
Visser, Pieter Jelle [37 ,38 ,39 ]
Barkhof, Frederik
Frisoni, Giovanni B. [2 ,33 ,34 ]
机构
[1] Univ Trento, Ctr Mind Brain Sci CIMEC, Rovereto, Italy
[2] IRCCS San Giovanni Dio FBF, LENITEM Lab Epidemiol Neuroimaging & Telemed, Brescia, Italy
[3] Univ Barcelona, Dept Psychiat & Clin Psychobiol, Barcelona, Spain
[4] IDIBAPS, Barcelona, Spain
[5] Univ Duisburg Essen, LVR Clin Psychiat & Psychotherapy, Inst & Clin, Essen, Germany
[6] IRCSS San Martino Univ Hosp, Dept Neuroradiol, Genoa, Italy
[7] IST, Genoa, Italy
[8] Univ Genoa, Dept Hlth Sci, Genoa, Italy
[9] Univ Genoa, Dept Neurosci Ophthalmol Genet & Mother Child Hlt, Genoa, Italy
[10] Aix Marseille Univ, CNRS, UMR 7289, Pharmacol,Assistance Publ,Hop Marseille, Marseille, France
[11] Univ Lille, INSERM, CHU Lille, Degenerat & Vasc Cognit Disorders U1171, Lille, France
[12] Aix Marseille Univ, CNRS, CRMBM CEMEREM, UMR 7339, Marseille, France
[13] CHU Timone, APHM, Serv Neurol & Neuropsychol, Marseille, France
[14] Aix Marseille Univ, INSERM, INS UMR S 1106, F-13005 Marseille, France
[15] INSERM, UMR Imagerie Cerebrale & Handicaps Neurol 825, F-31024 Toulouse, France
[16] Univ Toulouse 3, UMR Imagerie Cerebrale & Handicaps Neurol 825, F-31024 Toulouse, France
[17] Gen Hosp, Dept Neuroradiol, Verona, Italy
[18] Hosp Clin Barcelona, Dept Neuroradiol, IDIBAPS, Barcelona, Spain
[19] Hosp Clin Barcelona, Magnet Resonance Image Core Facil, IDIBAPS, Barcelona, Spain
[20] Univ G dAnnunzio Chieti, Dept Neurosci Imaging & Clin Sci, Chieti, Italy
[21] Univ G dAnnunzio Chieti, Inst Adv Biomed Technol ITAB, Chieti, Italy
[22] IRCCS, SDN, Naples, Italy
[23] Univ Naples Parthenope, Naples, Italy
[24] Univ Perugia, Neurol Sect, Ctr Memory Disturbances, I-06100 Perugia, Italy
[25] Perugia Gen Hosp, Med Phys Unit, Perugia, Italy
[26] Aristotle Univ Thessaloniki, Dept Neurol 3, GR-54006 Thessaloniki, Greece
[27] Interbalkan Med Ctr Thessaloniki, Thessaloniki, Greece
[28] Aristotle Univ Thessaloniki, Dept Radiol, GR-54006 Thessaloniki, Greece
[29] Catholic Univ, Policlin Gemelli, Dept Geriatr Neurosci & Orthopaed, Rome, Italy
[30] IRCCS S Raffaele Pisana, Rome, Italy
[31] Catholic Univ, Ctr Neuropsychol Res, Rome, Italy
[32] Univ Hosp, Dept Neuroradiol, Leipzig, Germany
[33] Univ Hosp & Univ Geneva, Memory Clin, LANVIE, Geneva, Switzerland
[34] Univ Hosp & Univ Geneva, Lab Neuroimaging Aging, LANVIE, Geneva, Switzerland
[35] Perugia Gen Hosp, Neuroradiol Unit, Perugia, Italy
[36] Fdn IRCCS Ist Neurol Carlo Besta, Dept Sci, Milan, Italy
[37] Maastricht Univ, Dept Psychiat & Neuropsychol, Alzheimer Ctr Limburg, NL-6200 MD Maastricht, Netherlands
[38] Vrije Univ, Univ Med Ctr, Alzheimer Ctr, Amsterdam, Netherlands
[39] Vrije Univ, Univ Med Ctr, Dept Neurol, Amsterdam, Netherlands
[40] Vrije Univ Amsterdam, Dept Phys & Med Technol, Med Ctr, Amsterdam, Netherlands
[41] Univ Hosp, Dept Psychiat, Leipzig, Germany
关键词
Default Mode Network; Reproducibility; Functional connectivity; Multi-center; Multi-site MRI; INDEPENDENT COMPONENT ANALYSIS; TEST-RETEST RELIABILITY; SIGNAL-TO-NOISE; HUMAN BRAIN; FUNCTIONAL MRI; CLINICAL-APPLICATIONS; PHYSIOLOGICAL NOISE; DISEASE; OPTIMIZATION; CONNECTOMICS;
D O I
10.1016/j.neuroimage.2015.07.010
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
To date, limited data are available regarding the inter-site consistency of test-retest reproducibility of functional connectivity measurements, in particular with regard to integrity of the Default Mode Network (DMN) in elderly participants. We implemented a harmonized resting-state fMRI protocol on 13 clinical scanners at 3.0 T using vendor-provided sequences. Each site scanned a group of 5 healthy elderly participants twice, at least a week apart. We evaluated inter-site differences and test-retest reproducibility of both temporal signal-to-noise ratio (tSNR) and functional connectivity measurements derived from: i) seed-based analysis (SBA) with seed in the posterior cingulate cortex (PCC), ii) group independent component analysis (ICA) separately for each site (site ICA), and iii) consortium ICA, with group ICA across the whole consortium. Despite protocol harmonization, significant and quantitatively important inter-site differences remained in the tSNR of resting-state fMRI data; these were plausibly driven by hardware and pulse sequence differences across scanners which could not be harmonized. Nevertheless, the tSNR test-retest reproducibility in the consortium was high (ICC = 0.81). The DMN was consistently extracted across all sites and analysis methods. While significant inter-site differences in connectivity scores were found, there were no differences in the associated test-retest error. Overall, ICA measurements were more reliable than PCC-SBA, with site ICA showing higher reproducibility than consortium ICA. Across the DMN nodes, the PCC yielded the most reliable measurements (approximate to 4% test-retest error, ICC = 0.85), the medial frontal cortex the least reliable (approximate to 12%, ICC = 0.82) and the lateral parietal cortices were in between (site ICA). Altogether these findings support usage of harmonized multisite studies of resting-state functional connectivity to characterize longitudinal effects in studies that assess disease progression and treatment response. (C) 2015 Elsevier Inc. All rights reserved.
引用
收藏
页码:442 / 454
页数:13
相关论文
共 50 条
  • [41] Altered resting-state functional connectivity of default mode network in brachioradial pruritus
    Dehghan Nayyeri, M.
    Missler, M.
    Ritterbach, R.
    Sundermann, B.
    Wulms, N.
    Sueer, A.
    Dugas, M.
    Pereira, M. P.
    Staender, S.
    Schmelz, M.
    Pfleiderer, B.
    JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, 2022, 36 (11) : 2214 - 2223
  • [42] Altered insula-default mode network connectivity in fibromyalgia: a resting-state magnetoencephalographic study
    Hsiao, Fu-Jung
    Wang, Shuu-Jiun
    Lin, Yung-Yang
    Fuh, Jong-Ling
    Ko, Yu-Chieh
    Wang, Pei-Ning
    Chen, Wei-Ta
    JOURNAL OF HEADACHE AND PAIN, 2017, 18
  • [43] Investigation of Long-Term Reproducibility of Intrinsic Connectivity Network Mapping: A Resting-State fMRI Study
    Chou, Y. -h.
    Panych, L. P.
    Dickey, C. C.
    Petrella, J. R.
    Chen, N. -k.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2012, 33 (05) : 833 - 838
  • [44] The Default Mode Network and Visual Network Functional Connectivity Changes in Noise-Induced Hearing Loss Patients: A Resting-State fMRI Study
    Lian, Wei
    Zhang, Lei
    Wang, Aijie
    Huang, Ranran
    Zhang, Haijun
    Bao, Xianghua
    Hang, Guoweiz
    BRAIN AND BEHAVIOR, 2025, 15 (04):
  • [45] The resting state connectivity between default-mode network and insula encodes intensity of migraine headache
    Coppola, Gianluca
    Di Renzo, Antonio
    Tinelli, Emanuele
    Di Lorenzo, Cherubino
    Ambrosini, Anna
    Parisi, Vincenzo
    Colonnese, Claudio
    Schoenen, Jean
    Pierelli, Francesco
    CEPHALALGIA, 2017, 37 : 30 - 31
  • [46] Clinical significance of increased cerebellar default-mode network connectivity in resting-state patients with drug-naive somatization disorder
    Wang, Houliang
    Guo, Wenbin
    Liu, Feng
    Chen, Jindong
    Wu, Renrong
    Zhang, Zhikun
    Yu, Miaoyu
    Li, Lehua
    Zhao, Jingping
    MEDICINE, 2016, 95 (28)
  • [47] Changes in Default Mode Network Connectivity in Resting-State fMRI in People with Mild Dementia Receiving Cognitive Stimulation Therapy
    Liu, Tianyin
    Spector, Aimee
    Mograbi, Daniel C.
    Cheung, Gary
    Wong, Gloria H. Y.
    BRAIN SCIENCES, 2021, 11 (09)
  • [48] Resting-state fMRI: comparing default mode network connectivity between normal and low auditory working memory groups
    Othman, E. A.
    Yusoff, A. N.
    Mohamad, M.
    Manan, H. Abdul
    Abd Hamid, A. I.
    Dzulkifli, M. A.
    Osman, S. S.
    Burhanuddin, W. I. D. Wan
    18TH ASIA-OCEANIA CONGRESS OF MEDICAL PHYSICS (AOCMP) & 16TH SOUTH-EAST ASIA CONGRESS OF MEDICAL PHYSICS (SEACOMP), 2019, 1248
  • [49] Test-Retest Reproducibility of the Default-Mode Network in Healthy Individuals
    Meindl, Thomas
    Teipel, Stefan
    Elmouden, Rachid
    Mueller, Sophia
    Koch, Walter
    Dietrich, Olaf
    Coates, Ute
    Reiser, Maximilian
    Glaser, Christian
    HUMAN BRAIN MAPPING, 2010, 31 (02) : 237 - 246
  • [50] Generation of the Probabilistic Template of Default Mode Network Derived from Resting-State fMRI
    Wang, Defeng
    Kong, Youyong
    Chu, Winnie C. W.
    Tam, Cindy W. C.
    Lam, Linda C. W.
    Wang, Yilong
    Northoff, Georg
    Mok, Vincent C. T.
    Wang, Yongjun
    Shi, Lin
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2014, 61 (10) : 2550 - 2555