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
  • [31] Longitudinal resting-state fMRI for animal studies of functional connectivity in healthy ageing
    Crofts, A.
    Trotman-Lucas, M.
    Janus, J.
    Kelly, M.
    Gibson, C.
    JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2019, 39 : 489 - 490
  • [32] Spontaneous migraine attack causes alterations in default mode network connectivity: A resting-state fMRI case report
    Edes A.E.
    Kozak L.R.
    Magyar M.
    Zsombok T.
    Kokonyei G.
    Bagdy G.
    Juhasz G.
    BMC Research Notes, 10 (1)
  • [33] Altered Default Mode Network on Resting-State fMRI in Children with Infantile Spasms
    Wang, Ya
    Li, Yongxin
    Wang, Huirong
    Chen, Yanjun
    Huang, Wenhua
    FRONTIERS IN NEUROLOGY, 2017, 8
  • [34] Abnormal Functional Connectivity in Cognitive Control Network, Default Mode Network, and Visual Attention Network in Internet Addiction: A Resting-State fMRI Study
    Wang, Yang
    Qin, Yun
    Li, Hui
    Yao, Dezhong
    Sun, Bo
    Li, Zhiliang
    Li, Xin
    Dai, Yu
    Wen, Chao
    Zhang, Lingrui
    Zhang, Chenchen
    Zhu, Tianmin
    Luo, Cheng
    FRONTIERS IN NEUROLOGY, 2019, 10
  • [35] Altered static and dynamic functional connectivity of the default mode network across epilepsy subtypes in children: A resting-state fMRI study
    Li, Yongxin
    Ran, Yun
    Yao, Maohua
    Chen, Qian
    NEUROBIOLOGY OF DISEASE, 2024, 192
  • [36] Altered amplitude of low-frequency fluctuations and default mode network connectivity in high myopia: a resting-state fMRI study
    Zhang, Xue-Wei
    Dai, Rong-Ping
    Cheng, Gang-Wei
    Zh, Wei-Hong
    Long, Qin
    INTERNATIONAL JOURNAL OF OPHTHALMOLOGY, 2020, 13 (10) : 1629 - 1636
  • [37] Default mode network modifications in Fabry disease: A resting-state fMRI study with structural correlations
    Cocozza, Sirio
    Pontillo, Giuseppe
    Quarantelli, Mario
    Sacca, Francesco
    Riccio, Eleonora
    Costabile, Teresa
    Olivo, Gaia
    Morra, Vincenzo Brescia
    Pisani, Antonio
    Brunetti, Arturo
    Tedeschi, Enrico
    HUMAN BRAIN MAPPING, 2018, 39 (04) : 1755 - 1764
  • [38] Abnormalities in the default mode network in late-life depression: A study of resting-state fMRI
    Guardia-Olmos, Joan
    Soriano-Mas, Carles
    Tormo-Rodriguez, Lara
    Canete-Masse, Cristina
    del Cerro, Ines
    Urretavizcaya, Mikel
    Menchon, Jose M.
    Soria, Virgina
    Pero-Cebollero, Maribel
    INTERNATIONAL JOURNAL OF CLINICAL AND HEALTH PSYCHOLOGY, 2022, 22 (03)
  • [39] Altered amplitude of low-frequency fluctuations and default mode network connectivity in high myopia:a resting-state fMRI study
    Xue-Wei Zhang
    Rong-Ping Dai
    Gang-Wei Cheng
    Wei-Hong Zhang
    Qin Long
    International Journal of Ophthalmology, 2020, 13 (10) : 1629 - 1636
  • [40] Resting-state default mode network connectivity in young individuals with Down syndrome
    Figueroa-Jimenez, Maria Dolores
    Canete-Masse, Cristina
    Carbo-Carrete, Maria
    Zarabozo-Hurtado, Daniel
    Pero-Cebollero, Maribel
    Salazar-Estrada, Jose Guadalupe
    Guardia-Olmos, Joan
    BRAIN AND BEHAVIOR, 2021, 11 (01):