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On the minimal theory of consciousness implicit in active inference 论主动推理中隐含的最小意识理论。
IF 14.3 1区 生物学 Q1 BIOLOGY Pub Date : 2025-11-03 DOI: 10.1016/j.plrev.2025.11.002
Christopher J. Whyte , Andrew W. Corcoran , Jonathan Robinson , Ryan Smith , Rosalyn J. Moran , Thomas Parr , Karl J. Friston , Anil K. Seth , Jakob Hohwy
The multifaceted nature of subjective experience poses a challenge to the study of consciousness. Traditional neuroscientific approaches often concentrate on isolated facets, such as perceptual awareness or the global state of consciousness and construct a theory around the relevant empirical paradigms and findings. Theories of consciousness are, therefore, often difficult to compare; indeed, there might be little overlap in the phenomena such theories aim to explain. Here, we take a different approach: starting with active inference, a first principles framework for modelling behaviour as (approximate) Bayesian inference, and building up to a minimal theory of consciousness, which emerges from the shared features of computational models derived under active inference. We review a body of work applying active inference models to the study of consciousness and argue that there is implicit in all these models a small set of theoretical commitments that point to a minimal (and testable) theory of consciousness.
主观经验的多面性对意识的研究提出了挑战。传统的神经科学方法通常集中在孤立的方面,如知觉意识或意识的整体状态,并围绕相关的经验范式和发现构建理论。因此,意识理论往往难以比较;事实上,这些理论试图解释的现象可能很少有重叠。在这里,我们采取了不同的方法:从主动推理开始,这是一个将行为建模为(近似)贝叶斯推理的第一原理框架,并建立一个最小的意识理论,该理论来自于在主动推理下导出的计算模型的共同特征。我们回顾了一系列将主动推理模型应用于意识研究的工作,并认为在所有这些模型中都隐含着一小部分理论承诺,这些理论承诺指向一个最小的(和可测试的)意识理论。
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引用次数: 0
The dynamic duo: Calcium signaling and ultrasound modulation of cellular viscoelasticity: Comment on “Viscoelastic mechanics of living cells” by Zhou et al. 动态二人组:钙信号和超声对细胞粘弹性的调节——评Zhou等人的《活细胞粘弹性力学》。
IF 14.3 1区 生物学 Q1 BIOLOGY Pub Date : 2025-11-01 DOI: 10.1016/j.plrev.2025.11.001
Fenfang Li
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引用次数: 0
Time in peripersonal space. Comment on "computational models of peripersonal space representation" by Tommaso Bertoni, Ishan-Singh J. Chauhan, Jean-Paul Noel, Andrea Serino 私人空间的时间。对Tommaso Bertoni, Ishan-Singh J. Chauhan, Jean-Paul Noel, Andrea Serino的“周围个人空间表征的计算模型”的评论。
IF 14.3 1区 生物学 Q1 BIOLOGY Pub Date : 2025-10-31 DOI: 10.1016/j.plrev.2025.10.008
Frédérique de Vignemont
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引用次数: 0
Making the private public: external grounding in inner States 使私人成为公共:国家内部的外部基础。
IF 14.3 1区 生物学 Q1 BIOLOGY Pub Date : 2025-10-28 DOI: 10.1016/j.plrev.2025.10.005
Friedemann Pulvermüller , Michael Pauen
Recent discussions about the nature of meaning and concepts focus on abstract semantic knowledge including key information about inner states of the individual. Classic cognitive approaches anchor the meaning of words in universal concepts, semantic networks or semantic features encapsulated in the individual’s own mind. However, this does not explain how symbols become interpretable during language development. Embodiment theorists acknowledge the relevance of semantic grounding of concrete referential symbols in perceptions and actions during learning, but, similar to classic cognitivism, assume internal anchoring of mental terms in introspection, thus once again implicating a main role of privileged access to ‘private’ inner states in language learning. This raises the basic question as to how a public language can be founded in private inner access.
Here, we argue that, in semantic learning, a purely introspection-based classification of inner states is neither possible nor required, and even less so a first-person privilege in accessing these states. Rather, classification and semantic learning of symbols for mentalistic concepts is an interactive process between the learner and an external observer who can employ contextual knowledge and behavioral information for recognizing and categorizing the learner’s mental states. In support of this ‘extrospective’ mental grounding account, we review observations that, in case of doubt about internal states, third-person evidence can play a decisive role. We also highlight supporting empirical studies showing that individuals in whom the link between first-person experience and externally observable behavior is broken may suffer from deficits in processing and understanding the related mentalistic vocabulary.
最近关于意义和概念本质的讨论集中在抽象语义知识上,包括关于个体内在状态的关键信息。经典的认知方法将单词的意义固定在普遍概念、语义网络或个体自己头脑中封装的语义特征中。然而,这并不能解释符号是如何在语言发展过程中变得可解释的。具体化理论家承认具体参照符号的语义基础在学习过程中的感知和行为的相关性,但是,与经典认知主义相似,假设内省中的心理术语具有内在锚定性,因此再次暗示了语言学习中“私人”内在状态的特权访问的主要作用。这就提出了一个基本问题,即如何在私人的内心通道中建立一种公共语言。在这里,我们认为,在语义学习中,纯粹基于内省的内部状态分类既不可能也不需要,更不用说访问这些状态的第一人称特权。相反,心理概念符号的分类和语义学习是学习者和外部观察者之间的一个互动过程,外部观察者可以利用语境知识和行为信息来识别和分类学习者的心理状态。为了支持这种“外向”的心理基础解释,我们回顾了观察结果,即在对内部状态产生怀疑的情况下,第三人称证据可以发挥决定性作用。我们还强调了支持性的实证研究,这些研究表明,第一人称体验和外部可观察行为之间的联系被打破的个体可能在处理和理解相关的心理词汇方面存在缺陷。
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引用次数: 0
Simple rules for simple models 简单的规则,简单的模型
IF 14.3 1区 生物学 Q1 BIOLOGY Pub Date : 2025-10-28 DOI: 10.1016/j.plrev.2025.10.006
Arnaud Messé , Claus C. Hilgetag , Marc-Thorsten Hütt
In a world dominated by large-scale numerical simulations and applications of machine learning to biology, medicine and neuroscience (and complex systems, in general), each driven by the availability of ‘big data’ and decreasing costs of computation, the art form of constructing simple models is no longer in the focus of scientific attention. Yet, the most successful of these ‘minimal models’ have brought about a revolution of our understanding of complex systems, in particular in the life sciences, and are still shaping our view of the world today. It is hard to look at a power-law distribution without thinking of the Bak-Tang-Wiesenfeld sandpile model. And it is near impossible to reflect on synchronization without imagining coupled phase oscillators. Here we have put together a few ideas on how to formulate and analyze simple models and to draw conclusions from them.
在一个以大规模数值模拟和机器学习应用于生物学、医学和神经科学(以及一般的复杂系统)为主导的世界里,每一个都是由“大数据”的可用性和计算成本的降低所驱动的,构建简单模型的艺术形式不再是科学关注的焦点。然而,这些“最小模型”中最成功的已经给我们对复杂系统的理解带来了一场革命,特别是在生命科学领域,并且仍然在塑造我们今天对世界的看法。如果不考虑巴克-唐-维森菲尔德沙堆模型,就很难看到幂律分布。如果不考虑耦合相位振荡器,几乎不可能考虑同步问题。在这里,我们整理了一些关于如何制定和分析简单模型并从中得出结论的想法。
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引用次数: 0
Getting surprise under control: Via active inference or meta-reinforcement learning? 控制惊喜:通过主动推理还是元强化学习?
IF 14.3 1区 生物学 Q1 BIOLOGY Pub Date : 2025-10-27 DOI: 10.1016/j.plrev.2025.10.007
Massimo Silvetti , Eliana Vassena
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引用次数: 0
But does humanity have a choice?: Comment on “To Enhance or not to Enhance” by Grinschgl S., Ninaus, M., Wood. G. & Neubauer, AC (2025) 但是人类还有别的选择吗?:评格林斯格S.、尼纳乌斯、M.、伍德的《增强还是不增强》G. & Neubauer, AC(2025)。
IF 14.3 1区 生物学 Q1 BIOLOGY Pub Date : 2025-10-22 DOI: 10.1016/j.plrev.2025.10.002
Michael Laakasuo , Paolo Buttazzoni , Marianna Drosinou
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引用次数: 0
From static catalogs to dynamic regulation: Comment on “Unlocking the brain's code: The crucial role of post-translational modifications in neurodevelopment and neurological function” by Peng Ye et al. 从静态编目到动态调控:评叶鹏等《解锁大脑密码:翻译后修饰在神经发育和神经功能中的关键作用》
IF 14.3 1区 生物学 Q1 BIOLOGY Pub Date : 2025-10-21 DOI: 10.1016/j.plrev.2025.10.003
Sung Hee Baek , Keun Il Kim
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引用次数: 0
What challenges remain after 25 years of the enhancement debate? 在25年的强化辩论之后,还存在哪些挑战?
IF 14.3 1区 生物学 Q1 BIOLOGY Pub Date : 2025-10-21 DOI: 10.1016/j.plrev.2025.10.004
Stephan Schleim , Boris B. Quednow
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引用次数: 0
Protein post-translational modifications and tumor immunity: A pan-cancer perspective 蛋白质翻译后修饰和肿瘤免疫:一个泛癌症的观点。
IF 14.3 1区 生物学 Q1 BIOLOGY Pub Date : 2025-10-12 DOI: 10.1016/j.plrev.2025.10.001
Haoling Zhang , Qilu Yan , Shuya Jiang , Dan Hu , Ping Lu , Shaowei Li , Doblin Sandai , Haolong Zhang , Wangzheqi Zhang , Chenglong Zhu
Protein post-translational modifications (PTMs), which involve the covalent attachment of specific chemical groups to amino acid residues, significantly reshape protein structure and function. These modifications play a crucial role in fundamental physiological processes such as signal transduction, metabolic regulation, and protein homeostasis. In the context of pan-cancer, various types of PTMs, including phosphorylation, acetylation, glycosylation, and ubiquitination, create an intricate crosstalk network that finely tunes the stability and function of immune checkpoint molecules, directly influencing tumor immune evasion and immune cell recognition. Additionally, PTMs exert multilayered regulation over the functional states of key immune cells, such as T cells, macrophages, and dendritic cells (DCs), thereby determining the intensity and nature of immune responses within the tumor microenvironment (TME). Furthermore, PTMs are pivotal in antigen processing and presentation by influencing antigen diversity and epitope display, which facilitates tumor cell escape from immune surveillance. Dynamic analyses reveal that PTM landscapes exhibit spatiotemporal specificity during tumor initiation, progression, and metastasis, closely correlating with tumor stage and the establishment of an immunosuppressive microenvironment. Based on these findings, immunotherapeutic strategies targeting key PTM-modifying enzymes, such as kinases, deacetylases, and deubiquitinases, are rapidly emerging. However, these approaches still face challenges, including drug specificity, resistance, and off-target effects. The exploration of synergistic effects through the combinational targeting of distinct PTM pathways, along with a deeper understanding of the interactive regulatory networks among PTMs, opens promising avenues for the development of next-generation precision immunotherapies. This review aims to systematically elucidate the multifaceted roles and dynamic regulation of PTMs in tumor immunity, providing a theoretical foundation and research direction for identifying novel immunotherapeutic targets and optimizing therapeutic strategies.
蛋白质翻译后修饰(PTMs)涉及特定化学基团与氨基酸残基的共价连接,可以显着重塑蛋白质的结构和功能。这些修饰在信号转导、代谢调节和蛋白质稳态等基本生理过程中起着至关重要的作用。在泛癌症的背景下,各种类型的PTMs,包括磷酸化、乙酰化、糖基化和泛素化,形成了一个复杂的串扰网络,精细地调节免疫检查点分子的稳定性和功能,直接影响肿瘤的免疫逃避和免疫细胞识别。此外,PTMs对关键免疫细胞(如T细胞、巨噬细胞和树突状细胞)的功能状态进行多层调节,从而决定肿瘤微环境(TME)内免疫反应的强度和性质。此外,PTMs通过影响抗原多样性和表位展示,促进肿瘤细胞逃避免疫监视,在抗原加工和递呈中起关键作用。动态分析表明,PTM景观在肿瘤发生、发展和转移过程中具有时空特异性,与肿瘤分期和免疫抑制微环境的建立密切相关。基于这些发现,针对关键ptm修饰酶(如激酶、去乙酰化酶和去泛素酶)的免疫治疗策略正在迅速出现。然而,这些方法仍然面临着挑战,包括药物特异性、耐药性和脱靶效应。通过联合靶向不同的PTM途径来探索协同效应,以及对PTM之间相互作用调控网络的更深入了解,为开发下一代精确免疫疗法开辟了有希望的途径。本文旨在系统阐明PTMs在肿瘤免疫中的多方面作用和动态调控,为寻找新的免疫治疗靶点和优化治疗策略提供理论基础和研究方向。
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Physics of Life Reviews
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