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Asymmetric cortical projections to striatal direct and indirect pathways distinctly control actions. 纹状体直接和间接通路的不对称皮质投射明显控制动作。
Pub Date : 2025-09-08 DOI: 10.1101/2023.10.02.560589
Jason R Klug, Xunyi Yan, Hilary A Hoffman, Max D Engelhardt, Fumitaka Osakada, Edward M Callaway, Xin Jin

The striatal direct and indirect pathways constitute the core for basal ganglia function in action control. Although both striatal D1- and D2-spiny projection neurons (SPNs) receive excitatory inputs from the cerebral cortex, whether or not they share inputs from the same cortical neurons, and how pathway-specific corticostriatal projections control behavior remain largely unknown. Here using a G-deleted rabies system in mice, we found that more than two-thirds of excitatory inputs to D2-SPNs also target D1-SPNs, while only one-third do so vice versa. Optogenetic stimulation of striatal D1- vs. D2-SPN-projecting cortical neurons differently regulate locomotion, reinforcement learning and sequence behavior, implying the functional dichotomy of pathway-specific corticostriatal subcircuits. These results reveal the partially segregated yet asymmetrically overlapping cortical projections on striatal D1- vs. D2-SPNs, and that the pathway-specific corticostriatal subcircuits distinctly control behavior. It has important implications in a wide range of neurological and psychiatric diseases affecting cortico-basal ganglia circuitry.

纹状体的直接和间接通路构成了基底神经节在动作控制中的核心功能。尽管纹状体D1和D2棘突投射神经元(SPN)都接受来自大脑皮层的兴奋性输入,但它们是否共享来自同一皮层神经元的输入,以及通路特异性皮质纹状体投射如何控制行为,在很大程度上尚不清楚。在小鼠中使用一种新的G-缺失狂犬病系统,我们发现超过三分之二的D2 SPNs兴奋性输入也靶向D1 SPNs,而只有三分之一的兴奋性输入靶向D1。纹状体D1和D2投射SPN的皮层神经元的光遗传学刺激不同地调节运动、强化学习和序列行为,这意味着通路特异性皮质纹状体亚回路的功能二分法。这些结果揭示了纹状体D1与D2 SPN上部分分离但不对称重叠的皮质投射,并且通路特异性皮质纹状体亚回路明显控制行为。它在影响皮质基底神经节回路的广泛神经和精神疾病中具有重要意义。简言之:Klug,Yan等人采用了一种新的改良狂犬病系统,结合切片生理学、光遗传学和行为学测试,揭示了通路特异性皮质纹状体亚回路明显控制作用。亮点:D1 SPN的兴奋性输入有三分之一投射到D2 SPN,而D2 SPN的兴奋性输入的三分之二也靶向D1 SPN。D1-SPN投射的皮层神经元的激活触发了与突触后纹状体直接通路激活一致的行为效应脑区和通路特异性方式。
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引用次数: 0
Preventing trogocytosis by cathepsin B inhibition augments CAR T cell function. 通过抑制 cathepsin B 防止逆转录酶吞噬,增强 CAR T 细胞功能。
Pub Date : 2025-09-04 DOI: 10.1101/2024.06.11.598379
Kenneth A Dietze, Kiet Nguyen, Aashli Pathni, Frank Fazekas, Wenxiang Sun, Ethan Rosati, Jillian M Baker, Maday Galeana Figueroa, Etse Gebru, Daniel Yamoah, Rediet Mulatu, Alexander Wang, Aaron P Rapoport, David Lum, Xiaoxuan Fan, Sabarinath V Radhakrishnan, Djordje Atanackovic, Arpita Upadhyaya, Tim Luetkens

Chimeric antigen receptor (CAR) T cell therapy has shown remarkable efficacy in cancer treatment. Still, most patients receiving CAR T cells relapse within 5 years of treatment. CAR-mediated trogocytosis (CMT) is a potential tumor escape mechanism in which cell surface proteins transfer from tumor cells to CAR T cells. CMT results in the emergence of antigen-negative tumor cells, which can evade future CAR detection, and antigen-positive CAR T cells, which has been suggested to cause CAR T cell fratricide and exhaustion. Whether CMT indeed causes CAR T cell dysfunction and the molecular mechanisms conferring CMT remain unknown. Using a selective degrader of trogocytosed antigen in CAR T cells, we show that the presence of trogocytosed antigen on the CAR T cell surface directly causes CAR T cell fratricide and exhaustion. By performing a small molecule screening using a custom high throughput CMT-screening assay, we found that the cysteine protease cathepsin B is essential for CMT and that inhibition of cathepsin B is sufficient to prevent CAR T cell fratricide and exhaustion, leading to improved long-term CAR T cell persistence and anti-tumor activity. Our data demonstrate that it is feasible to separate CMT from cytotoxic activity, that CAR T cell persistence, a key factor associated with clinical CAR T cell efficacy, is directly linked to cathepsin B activity in CAR T cells, and that it is possible to improve CAR T cell function through selective inhibition of CMT.

嵌合抗原受体(CAR)T 细胞疗法在癌症治疗中显示出显著疗效。然而,大多数接受 CAR T 细胞治疗的患者在治疗后 5 年内仍会复发。CAR-mediated trogocytosis(CMT)是一种潜在的肿瘤逃逸机制,细胞表面蛋白从肿瘤细胞转移到 CAR T 细胞。CMT导致抗原阴性肿瘤细胞和抗原阳性CAR T细胞的出现,前者可以逃避未来的CAR检测,后者则被认为会导致CAR T细胞自相残杀和功能障碍。我们利用一种选择性降解CAR T细胞中逆转录酶抗原的系统,证明了CAR T细胞中逆转录酶抗原的存在会直接导致CAR T细胞自相残杀和功能衰竭。通过使用定制的高通量 CMT 筛选试验进行小分子筛选,我们发现半胱氨酸蛋白酶 cathepsin B (CTSB) 是 CMT 的关键驱动因素。我们的研究表明,过表达胱抑素 A (CSTA)(一种 CTSB 的内源性人类抑制剂)可降低逆转录吞噬作用,从而延长抗肿瘤活性并增加 CAR T 细胞的扩增/持久性。一句话总结:CAR介导的逆行细胞吞噬直接导致CAR T细胞衰竭和自相残杀,但可以通过过表达人类胱抑素来抑制半胱氨酸蛋白酶cathepsin B,从而防止这种现象。
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引用次数: 0
Single cell RNA-sequencing suggests a novel lipid-associated mast cell population following weight cycling. 单细胞rna测序提示体重循环后出现一种新的脂质相关肥大细胞群。
Pub Date : 2025-09-04 DOI: 10.1101/2023.11.12.566786
Munira Kapadia, Alexa M Betjemann, Matthew A Cottam, Mona Mashayekhi, Heidi J Silver, Alyssa H Hasty, Heather L Caslin

We previously demonstrated that weight cycled mice have increased adipose mast cells compared to obese mice by single cell RNA-sequencing. Here, we aimed to confirm and elucidate these changes. Interestingly, we did not detect an increase in total mast cell numbers in weight cycled mice by Toluidine blue or flow cytometry, however, further subcluster analysis of our dataset showed that our initial mast cell cluster consisted of two unique populations. One population had very high expression of classical mast cell markers and another had elevated lipid handling and antigen presentation genes with a concomitant reduction in classical mast cell genes. This new "lipid-associated" mast cell cluster accounted for most of the mast cells in the weight cycled group. We induced a similar phenotype in vitro using repeated exposure to adipose tissue conditioned media to mimic weight gain and weight regain. Upon repeated exposure to adipose tissue conditioned media, bone marrow-derived mast cells had increased lipid droplets and reduced expression of cKit and FcεR1 compared to control cells. Moreover, we analyzed mast cells in a pilot study of subcutaneous adipose tissue from four obese, prediabetic women. We found two mast cell populations that appear similar to the murine populations detected by sequencing. The population with reduced cKit and FcεR1 was significantly correlated with weight variance. Together, these data suggest that weight cycling may induce a unique population of mast cells similar to lipid- associated macrophages, which have been shown to play a role in diverse diseases from obesity and atherosclerosis to Alzheimer's disease. Future studies will focus on isolation of these cells from mice and humans to better determine their lineage, differentiation, and functional roles.

我们最近的研究表明,通过单细胞rna测序,体重循环小鼠的脂肪肥大细胞比肥胖小鼠增加。在这里,我们的目的是确认和阐明这些变化。对我们的数据集的进一步分析表明,我们的初始肥大细胞簇可以亚簇成两个独特的群体:一个具有非常高的经典肥大细胞标记表达,另一个具有升高的脂质处理和抗原呈递基因。这种新的肥大细胞簇占体重循环组肥大细胞的大部分,尽管在小鼠中使用流式细胞术或甲苯胺蓝染色的新研究无法检测到不同的群体,可能是由于经典肥大细胞基因的下调。有趣的是,一项针对人类的初步研究确实表明,肥胖女性皮下脂肪组织中存在两种肥大细胞群,这与通过测序检测到的小鼠群体相似;其中一项与权重方差显著相关。总之,这些数据表明,体重循环可能会诱导一种独特的肥大细胞群,类似于脂质相关巨噬细胞。未来的研究将集中于这些细胞的分离,以更好地确定它们的谱系、分化和功能作用。
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引用次数: 0
RNAi-based screen for pigmentation in Drosophila melanogaster reveals regulators of brain dopamine and sleep. 基于rnai的黑胃果蝇色素沉着筛选揭示了脑多巴胺和睡眠的调节因子。
Pub Date : 2025-09-03 DOI: 10.1101/2023.07.20.549932
Samantha L Deal, Danqing Bei, Shelley B Gibson, Harim Delgado-Seo, Yoko Fujita, Kyla Wilwayco, Elaine S Seto, Amita Sehgal, Shinya Yamamoto

The dopaminergic system has been extensively studied for its role in behavior and neurological diseases. Despite this, we still know little about how dopamine levels are regulated in vivo. To identify regulators of dopamine, we utilized Drosophila melanogaster cuticle pigmentation as a readout, where dopamine is used as a precursor to melanin. We started by measuring dopamine from known pigmentation mutants (e.g. tan, ebony, black) and then performed an RNAi-based screen to identify new regulators. We found 153 hits, which were enriched for developmental signaling pathways and mitochondria-associated proteins. From 35 prioritized candidates, 11 had an effect on head dopamine levels. Effects on brain dopamine were mild even when the rate-limiting synthesis enzyme Tyrosine hydroxylase (TH) was knocked down, suggesting changes in dopamine levels are tightly regulated in the nervous system. We pursued two of our hits that reduced brain dopamine levels, clueless and mask. Further examination suggests that mask regulates transcription of TH and affects dopamine-dependent sleep patterns. In summary, by studying genes that affect cuticle pigmentation, we were able to identify genes that affect dopamine metabolism as well as a novel regulator of behavior.

多巴胺能系统在动物行为以及人类神经精神和神经疾病中的作用已被广泛研究。然而,我们对体内多巴胺水平是如何被严格调节的仍然知之甚少。为了确定多巴胺的新调节因子,我们利用果蝇表皮色素沉着作为读数,其中多巴胺是黑色素的前体。我们测量了已知对角质层色素沉着至关重要的基因中的多巴胺,并进行了基于rnai的筛选,以确定新的色素沉着调节因子。我们发现了153个潜在的色素沉着基因,这些基因富含保守的同源基因和疾病相关基因,以及发育信号通路和线粒体相关蛋白。从35个优先候选中,我们发现10个导致头部多巴胺水平显著降低,1个导致头部多巴胺水平升高。两个基因,clueless和mask(多个锚蛋白重复单个KH域),在敲除后,降低了大脑中的多巴胺水平。进一步的研究表明,Mask调节限速多巴胺合成酶酪氨酸羟化酶的转录,其敲低导致多巴胺依赖性睡眠表型。总之,通过研究影响角质层色素沉着(一种看似与神经系统无关的表型)的基因,我们能够确定几个影响多巴胺代谢的基因以及一种新的行为调节因子。
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引用次数: 0
Olfactory inputs to appetite neurons in the hypothalamus. 弓状核食欲神经元的嗅觉和神经肽输入
Pub Date : 2025-09-03 DOI: 10.1101/2023.02.28.530282
Donghui Kuang, Naresh K Hanchate, Chia-Ying Lee, Ashley Heck, Xiaolan Ye, Michidsaran Erdenebileg, Linda B Buck

The sense of smell has potent effects on appetite, but the underlying neural pathways remain undefined. Here we investigated how olfactory signals reach two subsets of appetite-linked neurons in the hypothalamic arcuate nucleus: AgRP (agouti-related peptide) neurons, which stimulate appetite, and POMC (pro-opiomelanocortin) neurons, which suppress it. Using polysynaptic viral tracing, we show that AgRP and POMC neurons receive indirect input from partially overlapping but distinct areas of the olfactory cortex, indicating that they process different sets of olfactory information. We also identify different complements of neurons directly upstream of AgRP and POMC neurons that can relay olfactory cortical signals to the appetite neurons. Single cell transcriptomics shows heterogeneous expression of neuromodulator receptors among AgRP neurons, suggesting variations in the signals they receive. Integrated viral tracing and RNA localization further reveals selected brain areas where upstream neurons express cognate receptor ligands. Together, these findings outline multiple pathways by which distinct olfactory and modulatory signals are differentially routed to neurons that promote versus inhibit appetite.

嗅觉对食欲有强烈的影响,但其潜在的神经机制在很大程度上还是个谜。下丘脑弓状核包含两个与食欲有关的神经元亚群:AgRP(激动相关肽)神经元能增强食欲,而POMC(原绒毛膜促皮质素)神经元则能抑制食欲。在这里,我们发现 AgRP 和 POMC 神经元从部分重叠的嗅皮层区域接受间接输入,从而确定了它们的气味信号来源。我们还在许多其他区域发现了直接位于 AgRP 或 POMC 神经元上游的神经元,从而确定了嗅觉皮层与 AgRP 或 POMC 神经元之间的潜在中继。对单个 AgRP 神经元的转录组分析表明,多种神经调节剂受体的表达存在差异。值得注意的是,这些受体的已知配体定义了特定脑区 AgRP 神经元直接上游的神经元子集。这些发现共同表明,高级嗅区可对AgRP和POMC食欲神经元产生不同的影响,AgRP神经元子集可受不同神经调节剂的调控,特定脑区AgRP神经元上游的神经元子集使用不同的神经调节剂,共同或以不同的组合来调节AgRP神经元,从而调节食欲。
{"title":"Olfactory inputs to appetite neurons in the hypothalamus.","authors":"Donghui Kuang, Naresh K Hanchate, Chia-Ying Lee, Ashley Heck, Xiaolan Ye, Michidsaran Erdenebileg, Linda B Buck","doi":"10.1101/2023.02.28.530282","DOIUrl":"10.1101/2023.02.28.530282","url":null,"abstract":"<p><p>The sense of smell has potent effects on appetite, but the underlying neural pathways remain undefined. Here we investigated how olfactory signals reach two subsets of appetite-linked neurons in the hypothalamic arcuate nucleus: AgRP (agouti-related peptide) neurons, which stimulate appetite, and POMC (pro-opiomelanocortin) neurons, which suppress it. Using polysynaptic viral tracing, we show that AgRP and POMC neurons receive indirect input from partially overlapping but distinct areas of the olfactory cortex, indicating that they process different sets of olfactory information. We also identify different complements of neurons directly upstream of AgRP and POMC neurons that can relay olfactory cortical signals to the appetite neurons. Single cell transcriptomics shows heterogeneous expression of neuromodulator receptors among AgRP neurons, suggesting variations in the signals they receive. Integrated viral tracing and RNA localization further reveals selected brain areas where upstream neurons express cognate receptor ligands. Together, these findings outline multiple pathways by which distinct olfactory and modulatory signals are differentially routed to neurons that promote versus inhibit appetite.</p>","PeriodicalId":72407,"journal":{"name":"bioRxiv : the preprint server for biology","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10002664/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9092525","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Slice-PASEF: Maximising Ion Utilisation in LC-MS Proteomics. Slice-PASEF: LC-MS蛋白质组学中离子利用率最大化。
Pub Date : 2025-09-02 DOI: 10.1101/2022.10.31.514544
Ludwig R Sinn, Lukasz Szyrwiel, Justus Grossmann, Kate Lau, Katharina Faisst, Di Qin, Florian Mutschler, Luke Khoury, Andrew Leduc, Markus Ralser, Fabian Coscia, Matthias Selbach, Nikolai Slavov, Nagarjuna Nagaraj, Martin Steger, Vadim Demichev

Quantitative mass spectrometry (MS)-based proteomics has become a streamlined technology with a wide range of usage. Many emerging applications, such as single-cell proteomics, spatial proteomics of tissue sections and the profiling of low-abundant posttranslational modifications, require the analysis of minimal sample amounts and are thus constrained by the sensitivity of the workflow. Here, we present Slice-PASEF, a mass spectrometry technology that leverages trapped ion mobility separation of ions to attain the theoretical maximum of tandem MS sensitivity. We implement Slice-PASEF using a new module in our DIA-NN software and show that Slice-PASEF uniquely enables precise quantitative proteomics of low sample amounts. We further demonstrate its utility towards a range of applications, including single cell proteomics and degrader drug screens via ubiquitinomics.

基于质谱(MS)的蛋白质组学已成为一种具有广泛用途的流线型技术。许多新兴的应用,如单细胞蛋白质组学、组织切片的空间蛋白质组学和低丰度翻译后修饰的分析,需要分析最小样本量,因此受到工作流程敏感性的限制。在这里,我们提出了Slice-PASEF,一种质谱技术,利用离子的捕获离子迁移率分离来达到串联质谱灵敏度的理论最大值。我们在我们的DIA-NN软件中使用一个新的模块实现了Slice-PASEF,并表明Slice-PASEF独特地实现了低样本量的精确定量蛋白质组学。我们进一步证明了它在一系列应用中的实用性,包括单细胞蛋白质组学和通过泛素组学筛选降解药物。
{"title":"Slice-PASEF: Maximising Ion Utilisation in LC-MS Proteomics.","authors":"Ludwig R Sinn, Lukasz Szyrwiel, Justus Grossmann, Kate Lau, Katharina Faisst, Di Qin, Florian Mutschler, Luke Khoury, Andrew Leduc, Markus Ralser, Fabian Coscia, Matthias Selbach, Nikolai Slavov, Nagarjuna Nagaraj, Martin Steger, Vadim Demichev","doi":"10.1101/2022.10.31.514544","DOIUrl":"10.1101/2022.10.31.514544","url":null,"abstract":"<p><p>Quantitative mass spectrometry (MS)-based proteomics has become a streamlined technology with a wide range of usage. Many emerging applications, such as single-cell proteomics, spatial proteomics of tissue sections and the profiling of low-abundant posttranslational modifications, require the analysis of minimal sample amounts and are thus constrained by the sensitivity of the workflow. Here, we present Slice-PASEF, a mass spectrometry technology that leverages trapped ion mobility separation of ions to attain the theoretical maximum of tandem MS sensitivity. We implement Slice-PASEF using a new module in our DIA-NN software and show that Slice-PASEF uniquely enables precise quantitative proteomics of low sample amounts. We further demonstrate its utility towards a range of applications, including single cell proteomics and degrader drug screens via ubiquitinomics.</p>","PeriodicalId":72407,"journal":{"name":"bioRxiv : the preprint server for biology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12424990/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83073606","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamics of Neutrophilia at the Neurovascular Unit Arising from Repeated Pulmonary Inflammation. 急性肺损伤后血脑屏障和神经血管单位受损的中性粒细胞增多症。
Pub Date : 2025-09-02 DOI: 10.1101/2023.10.16.562508
Wesley Chiang, Herman Li, Linh Le, Jennifer David-Bercholz, Ana Caceres, Kamryn S Stecyk, Mariah Marrero, Amanda Pereira, Claire Lim, Danial Ahmad, James L McGrath, Ania K Majewska, Niccolò Terrando, Harris A Gelbard

Background: The role of neutrophils in mediating neurovascular vulnerability has been increasingly implicated in various acute inflammatory models of neuroimmune crosstalk between the periphery and the brain. Whether neurovascular vulnerability is similarly modulated in the context of frequent, but not acute, inflammatory activation in the periphery is the aim of our study. Such a model of frequent inflammatory irritation is pertinent to understanding the neurologic risk of constant exposure to aerosolized environmental hazards leading to progressive pulmonary disease.

Methods: To model repeated pulmonary inflammation, we applied a three-dose regimen of intranasal (i.n.) lipopolysaccharide (LPS) in C57BL/6J mice and studied the impact on the inflammatory environment of the brain, with a specific focus on neutrophil dynamics at the neurovascular unit (NVU). Tissue and circulatory inflammatory profiles were screened via bronchoalveolar lavage (BAL) protein content and cellularity, transcript analysis of brain tissue, and flow cytometry of peripheral blood. Intravital two-photon microscopy (2PM) of the brain vasculature identified neutrophil dynamics at the NVU. Immunofluorescence validated neutrophil dynamics and identified neuroinflammatory hallmarks and peripheral immune factor interactions at the NVU. In vivo findings were corroborated and replicated in murine and human microphysiological systems (MPS) modeling the blood-brain barrier as a proxy demonstration of the translational relevance of our findings.

Results: 2PM of tdTomato-Ly6G+ neutrophils demonstrated increased levels of circulating neutrophils and corresponding engagement with the brain vasculature after the three-dose repeated i.n. exposure regimen. Neutrophilia at the NVU was corroborated with increased transcript levels of Ly6G and other pro-inflammatory markers. This coordination between endothelial physiology and neutrophil phenotypes was recapitulated in murine and human MPS models. System-wide neutrophilia in the lung and circulation was found to be cotemporaneous to neutrophilia at the NVU based on the cellularity of BAL and peripheral blood samples collected at the same endpoints. Immunohistochemical analysis of brain tissue implicates temporal coordination between vascular surface adhesion molecules with changes in neutrophil dynamics from adhesion, crawling, stalling, and transmigration. Extravasation of neutrophils was complemented by sustained paravascular deposition of fibrinogen and microgliosis up to 72 hours after the final i.n. dosing. Microglia-associated effector functions for synaptic pruning and regulation of neutrophil activity demonstrated distinct temporal profiles.

Conclusions: Our results identify systemic levels of neutrophilia accompanied by ingress and extravascular accumulation in brain parenchyma that correlated with sustained microglial activation. This neut

背景:急性肺损伤(ALI)、传染病和神经系统结果之间的联系在过去几年中经常被讨论,尤其是由于新冠肺炎大流行。然而,许多器官之间的交叉交流,特别是肺和大脑,却一直没有得到充分的研究。在这里,我们重点研究了中性粒细胞在ALI模型中驱动脑内皮变化以及随之而来的小胶质细胞激活和神经元损失中的作用。方法:我们应用了10µg/40µl鼻内脂多糖(LPS)的三剂量模式,在成年C57BL/6小鼠的支气管肺泡灌洗液(BALF)中诱导伴有蛋白质渗出物的中性粒细胞增多症。在最后一次鼻内给药LPS或生理盐水后24小时,评估脑内皮标志物、小胶质细胞活化和神经元细胞结构。C57BL/6-Ly6g(tm2621(Cre-tdTTomato)Arte(Catchup小鼠)用于通过活体内2光子成像测量LPS暴露后的中性粒细胞和血脑屏障通透性。结果:三种剂量的鼻内LPS诱导了BALF中伴有蛋白质渗出物的强烈中性粒细胞增多症。急性肺损伤引发的中枢神经系统病理突出表现为脑血管内皮(VCAM1,CD31)的强烈激活、血浆蛋白(纤维蛋白原)的积累、小胶质细胞激活(IBA1,CD68)以及海马层中突触后终末相关蛋白(PSD-95)的表达降低,内嗅皮层和海马CA1之间的中继站。Catchup小鼠的2光子成像显示,在最后一次鼻内治疗后24小时,中性粒细胞归巢到血脑屏障中的脑内皮,并从脑血管系统渗出。结论:总的来说,这些数据证明了ALI导致的脑病理,强调了中性粒细胞在驱动脑内皮变化和随后的神经炎症中的关键作用。这一范式可能对理解ALI传染病如何导致神经退行性变,特别是在老年人中,产生相当大的转化影响。
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引用次数: 0
Reconstructing the 3D genome organization of Neanderthals reveals that chromatin folding shaped phenotypic and sequence divergence. 重建尼安德特人的三维基因组组织揭示了染色质折叠形成表型和序列分化。
Pub Date : 2025-09-02 DOI: 10.1101/2022.02.07.479462
Evonne McArthur, David C Rinker, Yang Cheng, Qixuan Wang, Juan Wang, Erin N Gilbertson, Geoff Fudenberg, Maureen Pittman, Kathleen Keough, Feng Yue, Katherine S Pollard, John A Capra

Changes in gene regulation were a major driver of the divergence of archaic hominins (AHs)-Neanderthals and Denisovans-and modern humans (MHs). The three-dimensional (3D) folding of the genome is critical for regulating gene expression; however, its role in recent human evolution has not been explored because the degradation of ancient samples does not permit experimental determination of AH 3D genome folding. To fill this gap, we apply novel deep learning methods for inferring 3D genome organization from DNA sequence to Neanderthal, Denisovan, and diverse MH genomes. Using the resulting 3D contact maps across the genome, we identify 167 distinct regions with diverged 3D genome organization between AHs and MHs. We show that these 3D-diverged loci are enriched for genes related to the function and morphology of the eye, supra-orbital ridges, hair, lungs, immune response, and cognition. Despite these specific diverged loci, the 3D genome of AHs and MHs is more similar than expected based on sequence divergence, suggesting that the pressure to maintain 3D genome organization constrained hominin sequence evolution. We also find that 3D genome organization constrained the landscape of AH ancestry in MHs today: regions more tolerant of 3D variation are enriched for introgression in modern Eurasians. Finally, we identify loci where modern Eurasians have inherited novel 3D genome folding patterns from AH ancestors and validate folding differences in a high-frequency locus using Hi-C, revealing a putative molecular mechanism for phenotypes associated with archaic introgression. In summary, our application of deep learning to predict archaic 3D genome organization illustrates the potential of inferring molecular phenotypes from ancient DNA to reveal previously unobservable biological differences.

基因调控的变化是古人类(AHs)——尼安德特人和丹尼索瓦人——与现代人(mh)分化的主要驱动力。基因组的三维(3D)折叠对于调节基因表达至关重要;然而,它在最近人类进化中的作用尚未被探索,因为古代样品的降解不允许实验确定AH 3D基因组折叠。为了填补这一空白,我们应用新颖的深度学习方法来推断从DNA序列到尼安德特人、丹尼索瓦人和不同MH基因组的三维基因组组织。利用整个基因组的三维接触图,我们确定了167个不同的区域,在AHs和mh之间具有不同的三维基因组组织。我们发现这些3d分化的基因座富含与眼睛、眶上脊、头发、肺、免疫反应和认知的功能和形态相关的基因。尽管存在这些特异性的分化位点,但AHs和mhhs的3D基因组比基于序列分化的预期更相似,这表明维持3D基因组组织的压力限制了人族序列进化。我们还发现,3D基因组组织限制了今天MHs中AH祖先的景观:在现代欧亚人中,更能容忍3D变异的区域丰富了遗传渗入。最后,我们确定了现代欧亚人从AH祖先那里继承了新的3D基因组折叠模式的位点,并使用Hi-C验证了高频位点的折叠差异,揭示了与古代基因渗入相关的表型的假定分子机制。总之,我们将深度学习应用于预测古代3D基因组组织,说明了从古代DNA推断分子表型以揭示以前无法观察到的生物学差异的潜力。
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引用次数: 0
Tensor-cell2cell v2 unravels coordinated dynamics of protein- and metabolite-mediated cell-cell communication. Tensor-cell2cell v2揭示了蛋白质和代谢物介导的细胞间通讯的协调动力学。
Pub Date : 2025-09-01 DOI: 10.1101/2022.11.02.514917
Erick Armingol, Reid O Larsen, Lia Gale, Martin Cequeira, Hratch Baghdassarian, Nathan E Lewis

Cell-cell communication dynamically changes across time while involving diverse cell populations and ligand types such as proteins and metabolites. While single-cell transcriptomics enables its inference, existing tools typically analyze ligand types separately and overlook their coordinated activity. Here, we present Tensor-cell2cell v2, a computational tool that can jointly analyze protein- and metabolite-mediated communication over time using coupled tensor component analysis, while preserving each modality of inferred communication scores independently, as well as their data structures and distributions. Applied to brain organoid development, Tensor-cell2cell v2 uncovers dynamic, coordinated communication programs involving key proteins and metabolites across relevant cell types across specific time points.

摘要:细胞间的通讯随时间而动态变化,涉及不同的细胞群和配体类型,如蛋白质和代谢物。虽然单细胞转录组学可以进行推断,但现有的工具通常是单独分析配体类型,而忽略了它们的协同活性。在这里,我们提出了tensor -cell2cell v2,这是一个计算工具,可以使用耦合张量分量分析联合分析蛋白质和代谢物介导的通信随时间的变化,同时独立保留推断通信评分的每种模式,以及它们的数据结构和分布。应用于脑类器官发育,Tensor-cell2cell v2揭示了跨特定时间点相关细胞类型涉及关键蛋白质和代谢物的动态,协调的通信程序。可用性和实现:tensor -cell2cell v2及其新的耦合张量分量分析是用Python实现的,可以在https://github.com/earmingol/cell2cell上作为cell2cell框架的一部分获得。这个python库在PyPI上可用。该手稿的分析可以在https://doi.org/10.24433/CO.0061424.v1的Code Ocean胶囊中复制,在线教程可以在https://cell2cell.readthedocs.io上找到。补充信息:补充数据可在bioRxiv在线获取。
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引用次数: 0
How Occam's razor guides human decision-making. 奥卡姆剃刀如何指导人类决策。
Pub Date : 2025-08-27 DOI: 10.1101/2023.01.10.523479
Eugenio Piasini, Shuze Liu, Pratik Chaudhari, Vijay Balasubramanian, Joshua I Gold

Occam's razor is the principle that, all else being equal, simpler explanations should be preferred over more complex ones. This principle is thought to guide human decision-making, but the nature of this guidance is not known. Here we used preregistered behavioral experiments to show that people tend to prefer the simpler of two alternative explanations for uncertain data. These preferences match predictions of formal theories of model selection that penalize excessive flexibility. These penalties emerge when considering not just the best explanation but the integral over all possible, relevant explanations. We further show that these simplicity preferences persist in humans, but not in certain artificial neural networks, even when they are maladaptive. Our results imply that principled notions of statistical model selection, including integrating over possible, latent causes to avoid overfitting to noisy observations, may play a central role in human decision-making.

奥卡姆剃刀原理是,在其他条件相同的情况下,更简单的解释应该优先于更复杂的解释。这一原则被认为在人类的感知和决策中发挥了作用,但我们对简单性的假定偏好的性质尚不清楚。在这里,我们使用由统计模型选择的正式理论提供的预先注册的行为实验来表明,当面对不确定的证据时,人类受试者表现出对特定的、基于理论的替代解释的简单形式的偏好。这些形式的简单性可以根据统计模型的几何特征来理解,这些几何特征被视为概率分布空间中的流形,特别是它们的维度、边界、体积和曲率。由这些特征驱动的简单性偏好通常会提高决策准确性,因为它们最大限度地减少了对噪声观测的过度敏感(即过拟合)。人工神经网络也表现出了这些特征,这些特征被训练来优化可比任务的性能。然而,与人工网络不同的是,对于人类受试者来说,即使他们在任务训练和指令方面不适应,这些偏好也会持续存在。因此,这些偏好不仅仅是针对特定任务条件的瞬态优化,而是人类决策的一个更普遍的特征。总之,我们的结果表明,统计模型复杂性的原则概念与人类和机器决策具有直接、定量的相关性,并对我们倾向于从复杂世界的潜在特性中推断简单性的计算基础和行为益处建立了新的理解。
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bioRxiv : the preprint server for biology
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