A combination of micro and macro methods sheds new light on how different brain regions are connected
To understand how our brain works, there is no getting around investigating how different brain regions are connected with each other by nerve fibres. In the most recent issue of Science, researchers of the Human Brain Project (HBP) review the current state of the field, provide insights on how the brain’s connectome is structured on different spatial scales – from the molecular and cellular to the macro level – and evaluate existing methods and future requirements for understanding the connectome’s complex organisation.
“It is not enough to study brain connectivity with one single method, or even two,” says HBP Scientific Director and author of the Science article Katrin Amunts, who leads the Institute of Neuroscience and Medicine (INM-1) at Forschungszentrum Jülich and the C. & O. Vogt Institute of Brain Research at the University Hospital Düsseldorf. “The connectome is nested at multiple levels. To understand its structure, we need to look at several spatial scales at once by combining different experimental methods in a multi-scale approach and by integrating the obtained data into multilevel atlases such as the Julich Brain Atlas that we have developed.”
Markus Axer from Forschungszentrum Jülich and the Physics Department of the University of Wuppertal, who is the first author of the Science article, has together with his team at INM-1 developed a unique method called 3D Polarised Light Imaging (3D-PLI) to visualise nerve fibres at microscopic resolution. They trace the three-dimensional courses of fibres across serial brain sections with the aim of developing a 3D fibre atlas of the entire human brain.
Together with other HBP researchers from Neurospin in France and the University of Florence in Italy, Axer and his team have recently imaged the same tissue block from a human hippocampus using several different methods: anatomical and diffusion magnetic resonance imaging (aMRI and dMRI), two-photon fluorescence microscopy (TPFM) and 3D-PLI, respectively.
Microscopy methods like TPFM provide sub-micrometre resolution images of small brain volumes revealing microstructures of the brain’s cerebral cortex, but they have their limitations in disentangling fibres connecting distant brain regions, which build the deep white matter structures. This is even more true for electron microscopic measurements, which enable nanometre-resolved insights into a cubic millimetre of brain tissue. In contrast, dMRI can be used for tractography at the whole-brain level – visualising white matter connections – but cannot resolve individual fibres or small tracts.
“3D-PLI serves as a bridge between micro and macro methods,” says Amunts. “This is because 3D-PLI resolves the fibre architecture at high resolution and, at the same time, allows imaging of whole-brain sections that we can then reconstruct in 3D to trace fibre connections.”
Combining dMRI, TPFM, and 3D-PLI enabled the researchers to superimpose the three modalities within the same reference space. “This integration of data was only made possible by imaging one and the same tissue sample,” explains Axer. The human hippocampus block travelled from Germany to France, back to Germany, and finally to Italy, being processed and imaged in different laboratories benefiting from the local, highly specialized equipment.
The researchers then used the Julich Brain Atlas to spatially anchor their data in an anatomical reference space. The three-dimensional atlas contains more than 250 cytoarchitectonic maps of brain areas and forms the centrepiece of the HBP’s Multilevel Human Brain Atlas. “Our brain atlas enables us to pinpoint exactly where in the brain we find these microstructures,” explains Amunts. The dataset is openly accessible via the HBP’s EBRAINS infrastructure and can be browsed in an interactive atlas viewer.
The researchers multi-scale approach combining multiple modalities at different spatial scales to unravel the human connectome is unique and provides exciting new insights into how the human brain works.
Even though the hippocampus reconstruction is a lighthouse project, there are several international efforts ongoing (or about to start) that need to be orchestrated at an open atlas level to enable the integration of multi-scale data. Amunts and Axer emphasise that this is a prerequisite for revealing the principles of connectivity within the experimentally accessible range of scales – from axons to pathways. In other words, an integrated multi-scale approach that combines micro and macro methods is necessary to describe and understand the nested organisation of the human brain. This requires critical reassessment of current methodology, including tractography, the authors say.
Text by Lisa Vincenz-Donnelly.
Markus Axer & Katrin Amunts. Scale matter: The nested human connectome. Science, 3 Nov 2022. Vol 378, Issue 6619, pp. 500-504, DOI: 10.1126/science.abq2599
Atlasing in rodents:
In the same issue, HBP Infrastructure Director Jan Bjaalie (University of Oslo) and principal investigator Trygve B. Leergaard review brain data integration in rodent atlases:
Leergaard & Bjaalie. Atlas-based data integration for mapping the connections and architecture of the brain. Science, 3 Nov 2022. Vol 378, Issue 6619, pp. 488-492, DOI: 10.1126/science.abq2594
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ABOUT THE HUMAN BRAIN PROJECT
The Human Brain Project (HBP) is the largest brain science project in Europe and stands among the biggest research projects ever funded by the European Union. It is one of the three FET Flagship Projects of the EU. At the interface of neuroscience and information technology, the HBP investigates the brain and its diseases with the help of highly advanced methods from computing, neuroinformatics and artificial intelligence, and drives innovation in fields like brain-inspired computing and neurorobotics. As a lasting contribution to the global science community, the HBP created EBRAINS, an open European research infrastructure that allows scientists and technology experts to seamlessly collaborate, accelerating advancements in the fields of neuroscience, computing and brain-related medicine.
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EBRAINS is a new digital research infrastructure, created by the EU-funded Human Brain Project, to foster brain-related research and to help translate the latest scientific discoveries into innovation in medicine and industry, for the benefit of patients and society. It draws on cutting-edge neuroscience and offers an extensive range of brain data sets, a multilevel brain atlas, modelling and simulation tools, easy access to high-performance computing resources and to robotics and neuromorphic platforms.
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