Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks

被引:1
|
作者
El Hady, Ahmed [1 ,7 ,8 ]
Takahashi, Daniel [6 ]
Sun, Ruolan [4 ]
Akinwale, Oluwateniola [4 ]
Boyd-Meredith, Tyler [1 ]
Zhang, Yisi [1 ]
Charles, Adam S. [4 ,5 ]
Brody, Carlos D. [1 ,2 ,3 ]
机构
[1] Princeton Univ, Princeton Neurosci Inst, Princeton, NJ USA
[2] Princeton Univ, Howard Hughes Med Inst, Princeton, NJ USA
[3] Princeton Univ, Dept Mol Biol, Princeton, NJ USA
[4] Johns Hopkins Univ, Dept Biomed Engn, Baltimore, MD 21218 USA
[5] Johns Hopkins Univ, Math Inst Data Sci, Kavli Neurosci Discovery Inst & Ctr Imaging Sci, Baltimore, MD USA
[6] Univ Fed Rio Grande do Norte, Brain Inst, Natal, Brazil
[7] Univ Konstanz, Ctr Adv Study Collect Behav, Constance, Germany
[8] Max Planck Inst Anim Behav, Constance, Germany
关键词
Functional ultrasound imaging; Motion correction; Experimental design; Image processing; Decision making; RIGID MOTION; RATS; ALGORITHM; FMRI; NEUROSCIENCE; DECISION; BEHAVIOR; DRIVEN; CORTEX; VOLUME;
D O I
10.1016/j.jneumeth.2023.110033
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Functional ultrasound imaging (fUS) is an emerging imaging technique that indirectly measures neural activity via changes in blood volume. Chronic fUS imaging during cognitive tasks in freely moving animals faces multiple exceptional challenges: performing large durable craniotomies with chronic implants, designing behavioral experiments matching the hemodynamic timescale, stabilizing the ultrasound probe during freely moving behavior, accurately assessing motion artifacts, and validating that the animal can perform cognitive tasks while tethered. New method: We provide validated solutions for those technical challenges. In addition, we present standardized step-by-step reproducible protocols, procedures, and data processing pipelines. Finally, we present proof -of -concept analysis of brain dynamics during a decision making task. Results: We obtain stable recordings from which we can robustly decode task variables from fUS data over multiple months. Moreover, we find that brain wide imaging through hemodynamic response is nonlinearly related to cognitive variables, such as task difficulty, as compared to sensory responses previously explored. Comparison with existing methods: Computational pipelines in fUS are nascent and we present an initial development of a full processing pathway to correct and segment fUS data. Conclusions: Our methods provide stable imaging and analysis of behavior with fUS that will enable new experimental paradigms in understanding brain -wide dynamics in naturalistic behaviors.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Real-time imaging of brain activity in freely moving rats using functional ultrasound
    Urban A.
    Dussaux C.
    Martel G.
    Brunner C.
    Mace E.
    Montaldo G.
    Nature Methods, 2015, 12 (9) : 873 - 878
  • [2] Real-time imaging of brain activity in freely moving rats using functional ultrasound
    Urban, Alan
    Dussaux, Clara
    Martel, Guillaume
    Brunner, Clement
    Mace, Emilie
    Montaldo, Gabriel
    NATURE METHODS, 2015, 12 (09) : 873 - +
  • [3] An Embedded Deep Brain Stimulator for Biphasic Chronic Experiments in Freely Moving Rodents
    Koelbl, Florian
    N'Kaoua, Gilles
    Naudet, Frederic
    Berthier, Florent
    Faggiani, Emilie
    Renaud, Sylvie
    Benazzouz, Abdelhamid
    Lewis, Noelle
    IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2016, 10 (01) : 72 - 84
  • [4] Functional imaging in freely moving animals
    Kerr, Jason N. D.
    Nimmerjahn, Axel
    CURRENT OPINION IN NEUROBIOLOGY, 2012, 22 (01) : 45 - 53
  • [5] Brain temperature measurement and regulation in awake and freely moving rodents
    DeBow, S
    Colbourne, F
    METHODS, 2003, 30 (02) : 167 - 171
  • [6] FUNCTIONAL ULTRASOUND IMAGING AS AN EMERGING TOOL FOR WHOLE BRAIN IMAGING OF SLEEP IN RODENTS
    Bergel, A.
    Matei, M.
    Zucker, N.
    Pezet, S.
    Tanter, M.
    SLEEP MEDICINE, 2024, 115 : 408 - 409
  • [7] A WINDOW TO THE BRAIN: MONITORING THE HUMAN BRAIN USING FUNCTIONAL ULTRASOUND (FUS)-IMAGING IN FREELY MOVING SUBJECTS WITH AN ACOUSTICALLY FAVORABLE SKULL IMPLANT
    Soloukey, S.
    Verhoef, L.
    Mastik, F.
    Brown, M.
    Generowicz, B.
    Satoer, D.
    Dirven, C.
    Smits, M.
    Koekkoek, S.
    Vincent, A.
    De Zeeuw, C.
    Kruizinga, P.
    NEURO-ONCOLOGY, 2024, 26 : V50 - V50
  • [8] An automated system for regulating brain temperature in awake and freely moving rodents
    Colbourne, F
    Sutherland, GR
    Auer, RN
    JOURNAL OF NEUROSCIENCE METHODS, 1996, 67 (02) : 185 - 190
  • [9] High-speed volumetric imaging of neuronal activity in freely moving rodents
    Skocek, Oliver
    Nobauer, Tobias
    Weilguny, Lukas
    Traub, Francisca Martinez
    Xia, Chuying Naomi
    Molodtsov, Maxim, I
    Grama, Abhinav
    Yamagata, Masahito
    Aharoni, Daniel
    Cox, David D.
    Golshani, Peyman
    Vaziri, Alipasha
    NATURE METHODS, 2018, 15 (06) : 429 - +
  • [10] 4D functional ultrasound imaging of whole-brain activity in rodents
    Claire Rabut
    Mafalda Correia
    Victor Finel
    Sophie Pezet
    Mathieu Pernot
    Thomas Deffieux
    Mickael Tanter
    Nature Methods, 2019, 16 : 994 - 997