以纳米级分辨率绘制的大脑立方毫米图
Cubic millimetre of brain mapped at nanoscale resolution

原始链接: https://www.nature.com/articles/d41586-024-01387-9

一项开创性的研究详细描述了人脑微小部分的复杂结构,揭示了神经细胞或神经元之间的新颖互连。 这项研究发表在《科学》杂志上并可公开访问,强调了独特的神经元结构,例如自包裹细胞、镜像几乎相同的神经元对以及与多个伙伴广泛连接的神经元。 分析的组织来自一位成年女性癫痫治疗手术期间的皮质。 科学家们利用先进的成像技术、人工智能算法和显微分析创建了一个全面的 3D 图,其中包含大约 57,000 个细胞和 1.5 亿个连接。 尽管并非没有错误,但该地图提供了有关复杂神经网络的宝贵见解,并可能导致有关精神健康障碍的发现。 为了进一步探索这个巨大的数据集,专家们鼓励合作并邀请为彻底审查和验证做出贡献。

用户探索物种之间认知差异的概念,特别关注乌鸦等鸟类。 他们认为,像乌鸦那样具有大量神经元的小大脑可能会影响反应速度和计算能力。 然而,他们强调大脑中的电信号是化学反应,这使得它们缓慢并且受到大脑形态和连接性的显着影响。 例如,人类小脑处理快速反射动作,而新皮质处理更高层次的思维,这需要更长的信号传输和扩展机会。 此外,如果大脑的详细注释可用,用户还可以考虑通过大型语言模型(LLM)对大脑功能进行建模的可能性。 他们还思考了神经科学家试图破译复杂神经现象所面临的局限性和挑战,并将其与在没有任何先验知识的情况下从原始数据中找出处理器功能进行比较。 最终,用户对法学硕士认知能力模拟的可行性和可解释性提出了疑问,强调了实时交互和主观体验在定义智力方面的重要性。
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原文

Researchers have mapped a tiny piece of the human brain in astonishing detail. The resulting cell atlas, which was described today in Science1 and is available online, reveals new patterns of connections between brain cells called neurons, as well as cells that wrap around themselves to form knots, and pairs of neurons that are almost mirror images of each other.

The 3D map covers a volume of about one cubic millimetre, one-millionth of a whole brain, and contains roughly 57,000 cells and 150 million synapses — the connections between neurons. It incorporates a colossal 1.4 petabytes of data. “It’s a little bit humbling,” says Viren Jain, a neuroscientist at Google in Mountain View, California, and a co-author of the paper. “How are we ever going to really come to terms with all this complexity?”

Slivers of brain

The brain fragment was taken from a 45-year-old woman when she underwent surgery to treat her epilepsy. It came from the cortex, a part of the brain involved in learning, problem-solving and processing sensory signals. The sample was immersed in preservatives and stained with heavy metals to make the cells easier to see. Neuroscientist Jeff Lichtman at Harvard University in Cambridge, Massachusetts, and his colleagues then cut the sample into around 5,000 slices — each just 34 nanometres thick — that could be imaged using electron microscopes.

Jain’s team then built artificial-intelligence models that were able to stitch the microscope images together to reconstruct the whole sample in 3D. “I remember this moment, going into the map and looking at one individual synapse from this woman’s brain, and then zooming out into these other millions of pixels,” says Jain. “It felt sort of spiritual.”

Rendering of a neuron with a round base and many branches, on a black background.

A single neuron (white) shown with 5,600 of the axons (blue) that connect to it. The synapses that make these connections are shown in green.Credit: Google Research & Lichtman Lab (Harvard University). Renderings by D. Berger (Harvard University)

When examining the model in detail, the researchers discovered unconventional neurons, including some that made up to 50 connections with each other. “In general, you would find a couple of connections at most between two neurons,” says Jain. Elsewhere, the model showed neurons with tendrils that formed knots around themselves. “Nobody had seen anything like this before,” Jain adds.

The team also found pairs of neurons that were near-perfect mirror images of each other. “We found two groups that would send their dendrites in two different directions, and sometimes there was a kind of mirror symmetry,” Jain says. It is unclear what role these features have in the brain.

Proofreaders needed

The map is so large that most of it has yet to be manually checked, and it could still contain errors created by the process of stitching so many images together. “Hundreds of cells have been ‘proofread’, but that’s obviously a few per cent of the 50,000 cells in there,” says Jain. He hopes that others will help to proofread parts of the map they are interested in. The team plans to produce similar maps of brain samples from other people — but a map of the entire brain is unlikely in the next few decades, he says.

“This paper is really the tour de force creation of a human cortex data set,” says Hongkui Zeng, director of the Allen Institute for Brain Science in Seattle. The vast amount of data that has been made freely accessible will “allow the community to look deeper into the micro-circuitry in the human cortex”, she adds.

Gaining a deeper understanding of how the cortex works could offer clues about how to treat some psychiatric and neurodegenerative diseases. “This map provides unprecedented details that can unveil new rules of neural connections and help to decipher the inner working of the human brain,” says Yongsoo Kim, a neuroscientist at Pennsylvania State University in Hershey.

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