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Brain mapping is a set of neuroscience techniques predicated on the mapping of (biological) quantities or properties onto spatial representations of the (human or non-human) brain resulting in maps.
Brain mapping | |
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MeSH | D001931 |
According to the definition established in 2013 by Society for Brain Mapping and Therapeutics (SBMT), brain mapping is specifically defined, in summary, as the study of the anatomy and function of the brain and spinal cord through the use of imaging, immunohistochemistry, molecular & optogenetics, stem cell and cellular biology, engineering, neurophysiology and nanotechnology.
In 2024, a team of 287 researchers completed a full brain mapping of an adult animal (a Drosophila melanogaster, or fruit fly) and published their results in Nature.
Overview
All neuroimaging is considered part of brain mapping. Brain mapping can be conceived as a higher form of neuroimaging, producing brain images supplemented by the result of additional (imaging or non-imaging) data processing or analysis, such as maps projecting (measures of) behavior onto brain regions (see fMRI). One such map, called a connectogram, depicts cortical regions around a circle, organized by lobes. Concentric circles within the ring represent various common neurological measurements, such as cortical thickness or curvature. In the center of the circles, lines representing white matter fibers illustrate the connections between cortical regions, weighted by fractional anisotropy and strength of connection. At higher resolutions brain maps are called connectomes. These maps incorporate individual neural connections in the brain and are often presented as wiring diagrams.
Brain mapping techniques are constantly evolving, and rely on the development and refinement of image acquisition, representation, analysis, visualization and interpretation techniques. Functional and structural neuroimaging are at the core of the mapping aspect of brain mapping.
Some scientists have criticized the brain image-based claims made in scientific journals and the popular press, like the discovery of "the part of the brain responsible" things like love or musical abilities or a specific memory. Many mapping techniques have a relatively low resolution, including hundreds of thousands of neurons in a single voxel. Many functions also involve multiple parts of the brain, meaning that this type of claim is probably both unverifiable with the equipment used, and generally based on an incorrect assumption about how brain functions are divided. It may be that most brain functions will only be described correctly after being measured with much more fine-grained measurements that look not at large regions but instead at a very large number of tiny individual brain circuits. Many of these studies also have technical problems like small sample size or poor equipment calibration which means they cannot be reproduced - considerations which are sometimes ignored to produce a sensational journal article or news headline. In some cases the brain mapping techniques are used for commercial purposes, lie detection, or medical diagnosis in ways which have not been scientifically validated.[page needed]
History
In the late 1980s in the United States, the Institute of Medicine of the National Academy of Science was commissioned to establish a panel to investigate the value of integrating neuroscientific information across a variety of techniques.[page needed]
Of specific interest is using structural and functional magnetic resonance imaging (fMRI), diffusion MRI (dMRI), magnetoencephalography (MEG), electroencephalography (EEG), positron emission tomography (PET), Near-infrared spectroscopy (NIRS) and other non-invasive scanning techniques to map anatomy, physiology, perfusion, function and phenotypes of the human brain. Both healthy and diseased brains may be mapped to study memory, learning, aging, and drug effects in various populations such as people with schizophrenia, autism, and clinical depression. This led to the establishment of the Human Brain Project.[page needed] It may also be crucial to understanding traumatic brain injuries (as in the case of Phineas Gage) and improving brain injury treatment.
Following a series of meetings, the International Consortium for Brain Mapping (ICBM) evolved.[page needed] The ultimate goal is to develop flexible computational brain atlases.
Achievements
The interactive and citizen science website Eyewire maps mices' retinal cells and was launched in 2012. In 2021, the most comprehensive 3D map of the human brain was published by researchers at Google. It shows neurons and their connections along with blood vessels and other components of a millionth of a brain. For the map, the 1 mm³ sized fragment was sliced into about 5,300 pieces of about 30 nanometer thickness which were then each scanned with an electron microscope. The interactive map required 1.4 petabytes of storage-space. About two months later, scientists reported that they created the first complete neuron-level-resolution 3D map of a monkey brain which they scanned via a new method within 100 hours. They made only a fraction of the 3D map publicly available as the entire map takes more than 1 petabyte of storage space even when compressed.
In October 2021, the BRAIN Initiative Cell Census Network concluded the first phase of a long-term project to generate an atlas of the entire mouse (mammalian) brain with 17 studies, including an atlas and census of cell types in the primary motor cortex.
In 2024, FlyWire, a team of 287 researchers spanning 76 institutions completed a brain mapping, or connectome, of an adult animal (a Drosophila melanogaster, or fruit fly) and published their results in Nature. Prior to this, the only adult animal to have its brain entirely reconstructed was the nematode Caenorhabditis elegans, but the fruit fly brain map is the first "complete map of any complex brain", according to Murthy, one of the researchers involved. Primary mapping data was collected through electron microscopy, assisted by artificial intelligence and citizen scientists, who corrected errors that artificial intelligence made. The resulting model had more than 140,000 neurons with over 50 million synapses. From the model, research expect to identify how the brain creates new connections for functions such as vision, creating digital twin equivalents to track how segments of the neuron connection map interact to external signals, including the nervous system.
Brain development
In 2021, the first connectome that shows how an animal's brain changes throughout its lifetime was reported. Scientists mapped and compared the whole brains of eight isogenic C. elegans worms, each at a different stage of development. Later that year, scientists combined electron microscopy and brainbow imaging to show for the first time the development of a mammalian neural circuit. They reported the complete wiring diagrams between the CNS and muscles of ten individual mice.
Vision
In August 2021, scientists of the MICrONS program, launched in 2016, published a functional connectomics dataset that "contains calcium imaging of an estimated 75,000 neurons from primary visual cortex (VISp) and three higher visual areas (VISrl, VISal and VISlm), that were recorded while a mouse viewed natural movies and parametric stimuli". Based on this data they also published "interactive visualizations of anatomical and functional data that span all 6 layers of mouse primary visual cortex and 3 higher visual areas (LM, AL, RL) within a cubic millimeter volume" – the MICrONS Explorer.
Brain regeneration
In 2022, a first spatiotemporal cellular atlas of the axolotl brain development and regeneration, the interactive Axolotl Regenerative Telencephalon Interpretation via Spatiotemporal Transcriptomic Atlas , revealed key insights about axolotl .
Current atlas tools
- Talairach Atlas, 1988
- , 1995
- , 1998 (the standard template of SPM and International Consortium for Brain Mapping)
- , 2012
- Infant Brain Atlas, 2023
See also
- Outline of brain mapping
- Outline of the human brain
- Brain Mapping Foundation
- BrainMaps Project
- Center for Computational Biology
- Connectogram
- FreeSurfer
- Human Connectome Project
- IEEE P1906.1
- List of neuroscience databases
- Brain atlas
- Map projection
- Neuroimaging software
- Whole brain emulation
- Topographic map (neuroanatomy)
- Society for Brain Mapping and Therapeutics
- Computational anatomy
References
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- Zimmer, Carl (2 October 2024). "After a Decade, Scientists Unveil Fly Brain in Stunning Detail". The New York Times. Archived from the original on 2 October 2024. Retrieved 4 October 2024.
- Irimia, Andrei; Chambers, Micah C.; Torgerson, Carinna M.; Horn, John D. (2012). "Circular representation of human cortical networks for subject and population-level connectomic visualization". NeuroImage. 60 (2): 1340–51. doi:10.1016/j.neuroimage.2012.01.107. PMC 3594415. PMID 22305988.
- Shi, Y (May 2017). "Connectome imaging for mapping human brain pathways". Nature. 22 (9): 1230–1240. doi:10.1038/mp.2017.92. PMC 5568931. PMID 28461700.
- Kambara, T; Sood, S; Alqatan, Z; Klingert, C; Ratnam, D; Hayakawa, A; Nakai, Y; Luat, AF; Agarwal, R; Rothermel, R; Asano, E (2018). "Presurgical language mapping using event-related high-gamma activity: The Detroit procedure". Clin Neurophysiol. 129 (1): 145–154. doi:10.1016/j.clinph.2017.10.018. PMC 5744878. PMID 29190521.
- Satel, Sally L.; Lilienfeld, Scott O. (2015). Brainwashed: The Seductive Appeal of Mindless Neuroscience. New York: Basic Books (Perseus Book Group). ISBN 978-0-465-06291-1.
- Pechura, Constance M.; Martin, Joseph B. (1991). Mapping the Brain and Its Functions: Integrating Enabling Technologies Into Neuroscience Research. Institute of Medicine (U.S.). Committee on a National Neural Circuitry Database. doi:10.17226/1816. ISBN 978-0-309-04497-4. PMID 25121208.
- Koslow, Stephen H.; Huerta, Michael F., eds. (1997). Neuroinformatics: An Overview of the Human Brain Project. Mahwah, New Jersey: L. Eribaum. ISBN 978-1-134-79842-1.
- Van Horn, John Darrell; Irimia, Andrei; Torgerson, Carinna M.; Chambers, Micah C.; Kikinis, Ron; Toga, Arthur W. (2012). Sporns, Olaf (ed.). "Mapping Connectivity Damage in the Case of Phineas Gage". PLOS ONE. 7 (5): e37454. Bibcode:2012PLoSO...737454V. doi:10.1371/journal.pone.0037454. PMC 3353935. PMID 22616011.
- Irimia, Andrei; Chambers, Micah C.; Torgerson, Carinna M.; Filippou, Maria; Hovda, David A.; Alger, Jeffry R.; Gerig, Guido; Toga, Arthur W.; Vespa, Paul M.; Kikinis, Ron; Van Horn, John D. (2012). "Patient-Tailored Connectomics Visualization for the Assessment of White Matter Atrophy in Traumatic Brain Injury". Frontiers in Neurology. 3: 10. doi:10.3389/fneur.2012.00010. PMC 3275792. PMID 22363313.
- Mohan, Mohind C (15 March 2021). A Gene Map of Brain Injury Disorders (1 ed.). Academic Press. pp. 123–134. ISBN 978-0-12-821974-4.
- Toga, Arthur W.; Mazziotta, John C., eds. (2002). Brain Mapping: The Methods. Vol. 1. Academic Press (Elsevier Science). ISBN 978-0-12-693019-1.
- Bae, J. Alexander; Mu, Shang; Kim, Jinseop S.; Turner, Nicholas L.; Tartavull, Ignacio; Kemnitz, Nico; Jordan, Chris S.; Norton, Alex D.; Silversmith, William M.; Prentki, Rachel; Sorek, Marissa; David, Celia; Jones, Devon L.; Bland, Doug; Sterling, Amy L. R.; Park, Jungman; Briggman, Kevin L.; Seung, H. Sebastian (17 May 2018). "Digital Museum of Retinal Ganglion Cells with Dense Anatomy and Physiology". Cell. 173 (5): 1293–1306.e19. doi:10.1016/j.cell.2018.04.040. ISSN 1097-4172. PMC 6556895. PMID 29775596.
- "Google and Harvard map brain connections in unprecedented detail". New Atlas. 2021-06-02. Retrieved 13 June 2021.
- Shapson-Coe, Alexander; Januszewski, Michał; Berger, Daniel R.; Pope, Art; Wu, Yuelong; Blakely, Tim; Schalek, Richard L.; Li, Peter; Wang, Shuohong; Maitin-Shepard, Jeremy; Karlupia, Neha; Dorkenwald, Sven; Sjostedt, Evelina; Leavitt, Laramie; Lee, Dongil; Bailey, Luke; Fitzmaurice, Angerica; Kar, Rohin; Field, Benjamin; Wu, Hank; Wagner-Carena, Julian; Aley, David; Lau, Joanna; Lin, Zudi; Wei, Donglai; Pfister, Hanspeter; Peleg, Adi; Jain, Viren; Lichtman, Jeff W. (2021-05-30). "A connectomic study of a petascale fragment of human cerebral cortex". bioRxiv: 2021.05.29.446289. doi:10.1101/2021.05.29.446289. S2CID 235270687. Retrieved 13 June 2021.
- "Chinese team hopes high-res image of monkey brain will unlock secrets". South China Morning Post. 1 August 2021. Retrieved 13 August 2021.
- Xu, Fang; Shen, Yan; Ding, Lufeng; Yang, Chao-Yu; Tan, Heng; Wang, Hao; Zhu, Qingyuan; Xu, Rui; Wu, Fengyi; Xiao, Yanyang; Xu, Cheng; Li, Qianwei; Su, Peng; Zhang, Li I.; Dong, Hong-Wei; Desimone, Robert; Xu, Fuqiang; Hu, Xintian; Lau, Pak-Ming; Bi, Guo-Qiang (26 July 2021). "High-throughput mapping of a whole rhesus monkey brain at micrometer resolution". Nature Biotechnology. 39 (12): 1521–1528. doi:10.1038/s41587-021-00986-5. ISSN 1546-1696. PMID 34312500. S2CID 236453498.
- "Neuroscientists roll out first comprehensive atlas of brain cells". University of California-Berkeley. Retrieved 16 November 2021.
- Edward M. Callaway; et al. (October 2021). "A multimodal cell census and atlas of the mammalian primary motor cortex". Nature. 598 (7879): 86–102. doi:10.1038/s41586-021-03950-0. ISSN 1476-4687. PMC 8494634. PMID 34616075.
- Winnubst, Johan; Arber, Silvia (October 2021). "A census of cell types in the brain's motor cortex". Nature. 598 (7879): 33–34. Bibcode:2021Natur.598...33W. doi:10.1038/d41586-021-02493-8. PMID 34616052. S2CID 238422012. Retrieved 16 November 2021.
- Sample, Ian; editor, Ian Sample Science (2024-10-02). "Tiny brain, big deal: fruit fly diagram could transform neuroscience". The Guardian. ISSN 0261-3077. Retrieved 2024-10-03.
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has generic name (help) - "The FlyWire connectome: neuronal wiring diagram of a complete fly brain". Nature. October 3, 2024.
- "Why a tiny worm's brain development could shed light on human thinking". phys.org. Retrieved 21 September 2021.
- Witvliet, Daniel; Mulcahy, Ben; Mitchell, James K.; Meirovitch, Yaron; Berger, Daniel R.; Wu, Yuelong; Liu, Yufang; Koh, Wan Xian; Parvathala, Rajeev; Holmyard, Douglas; Schalek, Richard L.; Shavit, Nir; Chisholm, Andrew D.; Lichtman, Jeff W.; Samuel, Aravinthan D. T.; Zhen, Mei (August 2021). "Connectomes across development reveal principles of brain maturation". Nature. 596 (7871): 257–261. Bibcode:2021Natur.596..257W. bioRxiv 10.1101/2020.04.30.066209v3. doi:10.1038/s41586-021-03778-8. ISSN 1476-4687. PMC 8756380. PMID 34349261.
- Meirovitch, Yaron; Kang, Kai; Draft, Ryan W.; Pavarino, Elisa C.; Henao E., Maria F.; Yang, Fuming; Turney, Stephen G.; Berger, Daniel R.; Peleg, Adi; Schalek, Richard L.; Lu, Ju L.; Tapia, Juan-Carlos; Lichtman, Jeff W. (September 2021). "Neuromuscular connectomes across development reveal synaptic ordering rules". bioRxiv. doi:10.1101/2021.09.20.460480. S2CID 237598181.
- Cepelewicz, Jordana. "The U.S. Government Launches a $100-Million "Apollo Project of the Brain"". Scientific American. Retrieved 22 November 2021.
- "This is a map of half a billion connections in a tiny bit of mouse brain". MIT Technology Review. Retrieved 22 November 2021.
- MICrONS Consortium; Bae, J. Alexander; Baptiste, Mahaly; Bodor, Agnes L.; Brittain, Derrick; Buchanan, JoAnn; Bumbarger, Daniel J.; Castro, Manuel A.; Celii, Brendan; Cobos, Erick; Collman, Forrest; Costa, Nuno Maçarico da; Dorkenwald, Sven; Elabbady, Leila; Fahey, Paul G.; Fliss, Tim; Froudarakis, Emmanouil; Gager, Jay; Gamlin, Clare; Halageri, Akhilesh; Hebditch, James; Jia, Zhen; Jordan, Chris; Kapner, Daniel; Kemnitz, Nico; Kinn, Sam; Koolman, Selden; Kuehner, Kai; Lee, Kisuk; Li, Kai; Lu, Ran; Macrina, Thomas; Mahalingam, Gayathri; McReynolds, Sarah; Miranda, Elanine; Mitchell, Eric; Mondal, Shanka Subhra; Moore, Merlin; Mu, Shang; Muhammad, Taliah; Nehoran, Barak; Ogedengbe, Oluwaseun; Papadopoulos, Christos; Papadopoulos, Stelios; Patel, Saumil; Pitkow, Xaq; Popovych, Sergiy; Ramos, Anthony; Reid, R. Clay; Reimer, Jacob; Schneider-Mizell, Casey M.; Seung, H. Sebastian; Silverman, Ben; Silversmith, William; Sterling, Amy; Sinz, Fabian H.; Smith, Cameron L.; Suckow, Shelby; Takeno, Marc; Tan, Zheng H.; Tolias, Andreas S.; Torres, Russel; Turner, Nicholas L.; Walker, Edgar Y.; Wang, Tianyu; Williams, Grace; Williams, Sarah; Willie, Kyle; Willie, Ryan; Wong, William; Wu, Jingpeng; Xu, Chris; Yang, Runzhe; Yatsenko, Dimitri; Ye, Fei; Yin, Wenjing; Yu, Szi-chieh (9 August 2021). "Functional connectomics spanning multiple areas of mouse visual cortex". bioRxiv 10.1101/2021.07.28.454025.
- "Cortical MM^3". MICrONS Explorer. Retrieved 22 November 2021.
- "Single-cell Stereo-seq reveals new insights into axolotl brain regeneration". News-Medical.net. 6 September 2022. Retrieved 19 October 2022.
- Wei, Xiaoyu; Fu, Sulei; Li, Hanbo; Liu, Yang; Wang, Shuai; Feng, Weimin; Yang, Yunzhi; Liu, Xiawei; Zeng, Yan-Yun; Cheng, Mengnan; Lai, Yiwei; Qiu, Xiaojie; Wu, Liang; Zhang, Nannan; Jiang, Yujia; Xu, Jiangshan; Su, Xiaoshan; Peng, Cheng; Han, Lei; Lou, Wilson Pak-Kin; Liu, Chuanyu; Yuan, Yue; Ma, Kailong; Yang, Tao; Pan, Xiangyu; Gao, Shang; Chen, Ao; Esteban, Miguel A.; Yang, Huanming; Wang, Jian; Fan, Guangyi; Liu, Longqi; Chen, Liang; Xu, Xun; Fei, Ji-Feng; Gu, Ying (2 September 2022). "Single-cell Stereo-seq reveals induced progenitor cells involved in axolotl brain regeneration". Science. 377 (6610): eabp9444. doi:10.1126/science.abp9444. ISSN 0036-8075. PMID 36048929. S2CID 252010604.
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Further reading
- Rita Carter (1998). Mapping the Mind.
- F.J. Chen (2006). Brain Mapping And Language
- F.J. Chen (2006). Focus on Brain Mapping Research.
- F.J. Chen (2006). Trends in Brain Mapping Research.
- F.J. Chen (2006). Progress in Brain Mapping Research.
- Koichi Hirata (2002). Recent Advances in Human Brain Mapping: Proceedings of the 12th World Congress of the International Society for Brain Electromagnetic Topography (ISBET 2001).
- Konrad Maurer and Thomas Dierks (1991). Atlas of Brain Mapping: Topographic Mapping of Eeg and Evoked Potentials.
- Konrad Maurer (1989). Topographic Brain Mapping of Eeg and Evoked Potentials.
- Arthur W. Toga and John C. Mazziotta (2002). Brain Mapping: The Methods.
- Tatsuhiko Yuasa, James Prichard and S. Ogawa (1998). Current Progress in Functional Brain Mapping: Science and Applications.
Brain mapping is a set of neuroscience techniques predicated on the mapping of biological quantities or properties onto spatial representations of the human or non human brain resulting in maps Brain mappingMeSHD001931 According to the definition established in 2013 by Society for Brain Mapping and Therapeutics SBMT brain mapping is specifically defined in summary as the study of the anatomy and function of the brain and spinal cord through the use of imaging immunohistochemistry molecular amp optogenetics stem cell and cellular biology engineering neurophysiology and nanotechnology In 2024 a team of 287 researchers completed a full brain mapping of an adult animal a Drosophila melanogaster or fruit fly and published their results in Nature OverviewAll neuroimaging is considered part of brain mapping Brain mapping can be conceived as a higher form of neuroimaging producing brain images supplemented by the result of additional imaging or non imaging data processing or analysis such as maps projecting measures of behavior onto brain regions see fMRI One such map called a connectogram depicts cortical regions around a circle organized by lobes Concentric circles within the ring represent various common neurological measurements such as cortical thickness or curvature In the center of the circles lines representing white matter fibers illustrate the connections between cortical regions weighted by fractional anisotropy and strength of connection At higher resolutions brain maps are called connectomes These maps incorporate individual neural connections in the brain and are often presented as wiring diagrams Brain mapping techniques are constantly evolving and rely on the development and refinement of image acquisition representation analysis visualization and interpretation techniques Functional and structural neuroimaging are at the core of the mapping aspect of brain mapping Some scientists have criticized the brain image based claims made in scientific journals and the popular press like the discovery of the part of the brain responsible things like love or musical abilities or a specific memory Many mapping techniques have a relatively low resolution including hundreds of thousands of neurons in a single voxel Many functions also involve multiple parts of the brain meaning that this type of claim is probably both unverifiable with the equipment used and generally based on an incorrect assumption about how brain functions are divided It may be that most brain functions will only be described correctly after being measured with much more fine grained measurements that look not at large regions but instead at a very large number of tiny individual brain circuits Many of these studies also have technical problems like small sample size or poor equipment calibration which means they cannot be reproduced considerations which are sometimes ignored to produce a sensational journal article or news headline In some cases the brain mapping techniques are used for commercial purposes lie detection or medical diagnosis in ways which have not been scientifically validated page needed HistoryIn the late 1980s in the United States the Institute of Medicine of the National Academy of Science was commissioned to establish a panel to investigate the value of integrating neuroscientific information across a variety of techniques page needed Of specific interest is using structural and functional magnetic resonance imaging fMRI diffusion MRI dMRI magnetoencephalography MEG electroencephalography EEG positron emission tomography PET Near infrared spectroscopy NIRS and other non invasive scanning techniques to map anatomy physiology perfusion function and phenotypes of the human brain Both healthy and diseased brains may be mapped to study memory learning aging and drug effects in various populations such as people with schizophrenia autism and clinical depression This led to the establishment of the Human Brain Project page needed It may also be crucial to understanding traumatic brain injuries as in the case of Phineas Gage and improving brain injury treatment Following a series of meetings the International Consortium for Brain Mapping ICBM evolved page needed The ultimate goal is to develop flexible computational brain atlases Achievements source source source source source source source source The Eyewire Museum is an interactive digital catalog visualizing data of mouse retinal cells The interactive and citizen science website Eyewire maps mices retinal cells and was launched in 2012 In 2021 the most comprehensive 3D map of the human brain was published by researchers at Google It shows neurons and their connections along with blood vessels and other components of a millionth of a brain For the map the 1 mm sized fragment was sliced into about 5 300 pieces of about 30 nanometer thickness which were then each scanned with an electron microscope The interactive map required 1 4 petabytes of storage space About two months later scientists reported that they created the first complete neuron level resolution 3D map of a monkey brain which they scanned via a new method within 100 hours They made only a fraction of the 3D map publicly available as the entire map takes more than 1 petabyte of storage space even when compressed In October 2021 the BRAIN Initiative Cell Census Network concluded the first phase of a long term project to generate an atlas of the entire mouse mammalian brain with 17 studies including an atlas and census of cell types in the primary motor cortex In 2024 FlyWire a team of 287 researchers spanning 76 institutions completed a brain mapping or connectome of an adult animal a Drosophila melanogaster or fruit fly and published their results in Nature Prior to this the only adult animal to have its brain entirely reconstructed was the nematode Caenorhabditis elegans but the fruit fly brain map is the first complete map of any complex brain according to Murthy one of the researchers involved Primary mapping data was collected through electron microscopy assisted by artificial intelligence and citizen scientists who corrected errors that artificial intelligence made The resulting model had more than 140 000 neurons with over 50 million synapses From the model research expect to identify how the brain creates new connections for functions such as vision creating digital twin equivalents to track how segments of the neuron connection map interact to external signals including the nervous system Brain development In 2021 the first connectome that shows how an animal s brain changes throughout its lifetime was reported Scientists mapped and compared the whole brains of eight isogenic C elegans worms each at a different stage of development Later that year scientists combined electron microscopy and brainbow imaging to show for the first time the development of a mammalian neural circuit They reported the complete wiring diagrams between the CNS and muscles of ten individual mice Vision In August 2021 scientists of the MICrONS program launched in 2016 published a functional connectomics dataset that contains calcium imaging of an estimated 75 000 neurons from primary visual cortex VISp and three higher visual areas VISrl VISal and VISlm that were recorded while a mouse viewed natural movies and parametric stimuli Based on this data they also published interactive visualizations of anatomical and functional data that span all 6 layers of mouse primary visual cortex and 3 higher visual areas LM AL RL within a cubic millimeter volume the MICrONS Explorer Brain regeneration In 2022 a first spatiotemporal cellular atlas of the axolotl brain development and regeneration the interactive Axolotl Regenerative Telencephalon Interpretation via Spatiotemporal Transcriptomic Atlas revealed key insights about axolotl Current atlas toolsTalairach Atlas 1988 1995 1998 the standard template of SPM and International Consortium for Brain Mapping 2012 Infant Brain Atlas 2023See alsoOutline of brain mapping Outline of the human brain Brain Mapping Foundation BrainMaps Project Center for Computational Biology Connectogram FreeSurfer Human Connectome Project IEEE P1906 1 List of neuroscience databases Brain atlas Map projection Neuroimaging software Whole brain emulation Topographic map neuroanatomy Society for Brain Mapping and Therapeutics Computational anatomyReferencesHawking Tom 2024 10 02 Scientists mapped every neuron of an adult animal s brain for the first time Popular Science Retrieved 2024 10 03 Zimmer Carl 2 October 2024 After a Decade Scientists Unveil Fly Brain in Stunning Detail The New York Times Archived from the original on 2 October 2024 Retrieved 4 October 2024 Irimia Andrei Chambers Micah C Torgerson Carinna M Horn John D 2012 Circular representation of human cortical networks for subject and population level connectomic visualization NeuroImage 60 2 1340 51 doi 10 1016 j neuroimage 2012 01 107 PMC 3594415 PMID 22305988 Shi Y May 2017 Connectome imaging for mapping human brain pathways Nature 22 9 1230 1240 doi 10 1038 mp 2017 92 PMC 5568931 PMID 28461700 Kambara T Sood S Alqatan Z Klingert C Ratnam D Hayakawa A Nakai Y Luat AF Agarwal R Rothermel R Asano E 2018 Presurgical language mapping using event related high gamma activity The Detroit procedure Clin Neurophysiol 129 1 145 154 doi 10 1016 j clinph 2017 10 018 PMC 5744878 PMID 29190521 Satel Sally L Lilienfeld Scott O 2015 Brainwashed The Seductive Appeal of Mindless Neuroscience New York Basic Books Perseus Book Group ISBN 978 0 465 06291 1 Pechura Constance M Martin Joseph B 1991 Mapping the Brain and Its Functions Integrating Enabling Technologies Into Neuroscience Research Institute of Medicine U S Committee on a National Neural Circuitry Database doi 10 17226 1816 ISBN 978 0 309 04497 4 PMID 25121208 Koslow Stephen H Huerta Michael F eds 1997 Neuroinformatics An Overview of the Human Brain Project Mahwah New Jersey L Eribaum ISBN 978 1 134 79842 1 Van Horn John Darrell Irimia Andrei Torgerson Carinna M Chambers Micah C Kikinis Ron Toga Arthur W 2012 Sporns Olaf ed Mapping Connectivity Damage in the Case of Phineas Gage PLOS ONE 7 5 e37454 Bibcode 2012PLoSO 737454V doi 10 1371 journal pone 0037454 PMC 3353935 PMID 22616011 Irimia Andrei Chambers Micah C Torgerson Carinna M Filippou Maria Hovda David A Alger Jeffry R Gerig Guido Toga Arthur W Vespa Paul M Kikinis Ron Van Horn John D 2012 Patient Tailored Connectomics Visualization for the Assessment of White Matter Atrophy in Traumatic Brain Injury Frontiers in Neurology 3 10 doi 10 3389 fneur 2012 00010 PMC 3275792 PMID 22363313 Mohan Mohind C 15 March 2021 A Gene Map of Brain Injury Disorders 1 ed Academic Press pp 123 134 ISBN 978 0 12 821974 4 Toga Arthur W Mazziotta John C eds 2002 Brain Mapping The Methods Vol 1 Academic Press Elsevier Science ISBN 978 0 12 693019 1 Bae J Alexander Mu Shang Kim Jinseop S Turner Nicholas L Tartavull Ignacio Kemnitz Nico Jordan Chris S Norton Alex D Silversmith William M Prentki Rachel Sorek Marissa David Celia Jones Devon L Bland Doug Sterling Amy L R Park Jungman Briggman Kevin L Seung H Sebastian 17 May 2018 Digital Museum of Retinal Ganglion Cells with Dense Anatomy and Physiology Cell 173 5 1293 1306 e19 doi 10 1016 j cell 2018 04 040 ISSN 1097 4172 PMC 6556895 PMID 29775596 Google and Harvard map brain connections in unprecedented detail New Atlas 2021 06 02 Retrieved 13 June 2021 Shapson Coe Alexander Januszewski Michal Berger Daniel R Pope Art Wu Yuelong Blakely Tim Schalek Richard L Li Peter Wang Shuohong Maitin Shepard Jeremy Karlupia Neha Dorkenwald Sven Sjostedt Evelina Leavitt Laramie Lee Dongil Bailey Luke Fitzmaurice Angerica Kar Rohin Field Benjamin Wu Hank Wagner Carena Julian Aley David Lau Joanna Lin Zudi Wei Donglai Pfister Hanspeter Peleg Adi Jain Viren Lichtman Jeff W 2021 05 30 A connectomic study of a petascale fragment of human cerebral cortex bioRxiv 2021 05 29 446289 doi 10 1101 2021 05 29 446289 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and John C Mazziotta 2002 Brain Mapping The Methods Tatsuhiko Yuasa James Prichard and S Ogawa 1998 Current Progress in Functional Brain Mapping Science and Applications