1. StandardRat: A multi-center consensus protocol to enhance functional connectivity specificity in the rat brain
- Author
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Joanes Grandjean, Gabriel Desrosiers-Gregoire, Cynthia Anckaerts, Diego Angeles-Valdez, Fadi Ayad, David A Barrière, Ines Blockx, Aleksandra B Bortel, Margaret Broadwater, Beatriz M Cardoso, Marina Célestine, Jorge E Chavez-Negrete, Sangcheon Choi, Emma Christiaen, Perrin Clavijo, Luis Colon-Perez, Samuel Cramer, Tolomeo Daniele, Elaine Dempsey, Yujian Diao, Arno Doelemeyer, David Dopfel, Lenka Dvořáková, Claudia Falfán-Melgoza, Francisca F Fernandes, Caitlin F Fowler, Antonio Fuentes-Ibañez, Clément Garin, Eveline Gelderman, Carla EM Golden, Chao CG Guo, Marloes JAG Henckens, Lauren A Hennessy, Peter Herman, Nita Hofwijks, Corey Horien, Tudor M Ionescu, Jolyon Jones, Johannes Kaesser, Eugene Kim, Henriette Lambers, Alberto Lazari, Sung-Ho Lee, Amanda Lillywhite, Yikang Liu, Yanyan Y Liu, Alejandra López-Castro, Xavier López-Gil, Zilu Ma, Eilidh MacNicol, Dan Madularu, Francesca Mandino, Sabina Marciano, Matthew J McAuslan, Patrick McCunn, Alison McIntosh, Xianzong Meng, Lisa Meyer-Baese, Stephan Missault, Federico Moro, Daphne Naessens, Laura J Nava-Gomez, Hiroi Nonaka, Juan J Ortiz, Jaakko Paasonen, Lore M Peeters, Mickaël Pereira, Pablo D Perez, Marjory Pompilus, Malcolm Prior, Rustam Rakhmatullin, Henning M Reimann, Jonathan Reinwald, Rodrigo Triana de Rio, Alejandro Rivera-Olvera, Daniel Ruiz-Pérez, Gabriele Russo, Tobias J Rutten, Rie Ryoke, Markus Sack, Piergiorgio Salvan, Basavaraju G Sanganahalli, Aileen Schroeter, Bhedita J Seewoo, Erwan Selingue, Aline Seuwen, Bowen Shi, Nikoloz Sirmpilatze, Joanna AB Smith, Corrie Smith, Filip Sobczak, Petteri J Stenroos, Milou Straathof, Sandra Strobelt, Akira Sumiyoshi, Kengo Takahashi, Maria E Torres-García, Raul Tudela, Monica van den Berg, Kajo van der Marel, Aran TB van Hout, Roberta Vertullo, Benjamin Vidal, Roel M Vrooman, Victora X Wang, Isabel Wank, David JG Watson, Ting Yin, Yongzhi Zhang, Stefan Zurbruegg, Sophie Achard, Sarael Alcauter, Dorothee P Auer, Emmanuel L Barbier, Jürgen Baudewig, Christian F Beckmann, Nicolau Beckmann, Guillaume JPC Becq, Erwin LA Blezer, Radu Bolbos, Susann Boretius, Sandrine Bouvard, Eike Budinger, Joseph D Buxbaum, Diana Cash, Victoria Chapman, Kai-Hsiang Chuang, Luisa Ciobanu, Bram Coolen, Jeffrey W Dalley, Marc Dhenain, Rick M Dijkhuizen, Oscar Esteban, Cornelius Faber, Marcelo Febo, Kirk W Feindel, Gianluigi Forloni, Jérémie Fouquet, Eduardo A Garza-Villarreal, Natalia Gass, Jeffrey C Glennon, Alessandro Gozzi, Olli Gröhn, Andrew Harkin, Arend Heerschap, Xavier Helluy, Kristina Herfert, Arnd Heuser, Judith R Homberg, Danielle J Houwing, Fahmeed Hyder, Giovanna Diletta Ielacqua, Ileana O Jelescu, Heidi Johansen-Berg, Gen Kaneko, Ryuta Kawashima, Shella D Keilholz, Georgios A Keliris, Clare Kelly, Christian Kerskens, Jibran Y Khokhar, Peter C Kind, Jean-Baptiste Langlois, Jason P Lerch, Monica A López-Hidalgo, Denise Manahan-Vaughan, Fabien Marchand, Rogier B Mars, Gerardo Marsella, Edoardo Micotti, Emma Muñoz-Moreno, Jamie Near, Thoralf Niendorf, Willem M Otte, Patricia Pais, Wen-Ju Pan, Roberto A Prado-Alcalá, Gina L Quirarte, Jennifer Rodger, Tim Rosenow, Cassandra Sampaio Baptista, Alexander Sartorius, Stephen J Sawiak, Tom WJ Scheenen, Noam Shemesh, Yen-Yu Ian Shih, Amir Shmuel, Guadalupe Soria, Ron Stoop, Garth J Thompson, Sally M Till, Nick Todd, Annemie Van Der Linden, Annette van der Toorn, Geralda AF van Tilborg, Christian Vanhove, Andor Veltien, Marleen Verhoye, Lydia Wachsmuth, Wolfgang Weber-Fahr, Patricia Wenk, Xin Yu, Valerio Zerbi, Nanyin Zhang, Baogui B Zhang, Luc Zimmer, Gabriel A Devenyi, M Mallar Chakravarty, and Andreas Hess
- Abstract
Task-free functional connectivity in animal models provides an experimental framework to examine connectivity phenomena under controlled conditions and allows comparison with invasive or terminal procedures. To date, animal acquisitions are performed with varying protocols and analyses that hamper result comparison and integration. We introduce StandardRat, a consensus rat functional MRI acquisition protocol tested across 20 centers. To develop this protocol with optimized acquisition and processing parameters, we initially aggregated 65 functional imaging datasets acquired in rats from 46 centers. We developed a reproducible pipeline for the analysis of rat data acquired with diverse protocols and determined experimental and processing parameters associated with a more robust functional connectivity detection. We show that the standardized protocol enhances biologically plausible functional connectivity patterns, relative to pre-existing acquisitions. The protocol and processing pipeline described here are openly shared with the neuroimaging community to promote interoperability and cooperation towards tackling the most important challenges in neuroscience.
- Published
- 2022
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