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Springtail-inspired compliant hinge enables terrain-adaptable takeoff in insect-scale robots. 受弹簧尾启发的柔性铰链使昆虫级机器人的地形适应性起飞。
Pub Date : 2026-02-07 DOI: 10.64898/2026.02.04.703923
Jacob Harrison, Baekgyeom Kim, Hungtang Ko, Adrian Smith, Thu Truong, Je-Sung Koh, Saad Bhamla

Springtails execute millisecond-scale escape jumps with a single appendage, the furca, on soil, snow, leaf litter, and water. Across 15 taxonomic families (n=552 individuals), relative furca length is bimodal. High-speed video and confocal imaging show that in some long-furca springtails, the resilin-rich manubrium-dens joint behaves as a compliant hinge. It bends during push-off to prolong contact, suppress pitch, and bias takeoff forward, whereas rigid joints drive backward launches with rapid body rotation. We translate this mechanism to a 20-mm, 84-mg jumping robot with an elastic robo-furca hinge. This flexible hinge reduces body rotation by ~90% on flat ground compared to rigid-hinge designs, while maintaining takeoff speed on gravel, springboards, leaves, and pine needles, enabling passive, terrain-adaptable launches for power-limited insect-scale robots without onboard sensing or active control.

弹尾虫用一个单独的附属物——furca,在土壤、雪、落叶和水中进行毫秒级的逃生跳跃。在15个分类科(n=552个个体)中,相对furca长度是双峰的。高速视频和共聚焦成像显示,在一些长三角弹尾中,富树脂柄齿关节表现为柔性铰链。它在起飞时弯曲,以延长接触时间,抑制俯仰,并使起飞向前倾斜,而刚性关节通过快速的身体旋转驱动向后发射。我们将这个机构转化为一个20毫米,84毫克的跳跃机器人,带有一个弹性机器人-furca铰链。与刚性铰链设计相比,这种柔性铰链在平地上减少了90%的身体旋转,同时在砾石、跳板、树叶和松针上保持起飞速度,使动力有限的昆虫级机器人能够在没有机载传感或主动控制的情况下进行被动、地形适应性发射。
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引用次数: 0
Allele-specific rescue of neurexin behavioral phenotypes by monoamine-targeting compounds. 单胺靶向化合物对神经素行为表型的等位基因特异性拯救。
Pub Date : 2026-02-07 DOI: 10.64898/2026.02.06.703315
William R Smisko, William R Haury, Michele Perni, Jhelaine Palo, Rebecca Kalik, Brandon L Bastien, Jadwiga N Bilchak, Thomas A Jongens, Matthew S Kayser, Michael P Hart

Neurexins are synaptic adhesion molecules associated with vast neurologic changes in humans, including neurodevelopmental delay, autism, schizophrenia, Tourette syndrome, and seizures. The NRXN1 gene produces >100 protein isoforms through alternative promoters and extensive splicing, which are differentially impacted by NRXN1 deletions found in patients. Yet pharmacologic targeting of NRXN1 isoforms or deletions has not been comprehensively studied. Here, we developed a behavioral screening approach in C. elegans to identify small molecule compounds that modify decreased activity levels caused by isoform-specific deletions of neurexin (nrx-1). Screening 190 compounds, we discovered that monoamine-targeting drugs differentially improve behavioral phenotypes depending on which nrx-1 isoforms are disrupted. Broad modulation of monoamine signaling or antagonism of specific serotonin receptors are required to increased activity of both alleles tested. Modulation of adrenergic signaling uniquely improved loss of α-isoform, and additional antagonism of dopamine signaling was required to increase activity with loss of γ isoform. The FDA-approved atypical antipsychotic olanzapine was the sole validated compound achieving Z-scores >2 in both screens. In Drosophila Nrx-1 mutants, olanzapine, but not the related compound asenapine maleate, significantly improved activity deficits, demonstrating evolutionary conservation of the neurexin-monoamine relationship. Multi-behavior testing revealed pharmacological specificity: olanzapine improved both activity and social feeding phenotypes of nrx-1 alleles, while asenapine maleate improved activity, but worsened social feeding, indicating distinct modifier impacts across behavioral domains. Our findings establish monoamine modulation as a conserved compensatory mechanism for neurexin loss, identify olanzapine as a lead compound for targeting neurexin loss, and demonstrate that allele stratification and pharmacogenomic approaches are needed for precision intervention in behavioral conditions.

神经素是一种与人类大量神经系统变化相关的突触粘附分子,包括神经发育迟缓、自闭症、精神分裂症、图雷特综合征和癫痫发作。NRXN1基因通过选择性启动子和广泛剪接产生bbb100蛋白异构体,这些异构体受到患者NRXN1缺失的不同影响。然而,NRXN1亚型或缺失的药理学靶向尚未得到全面研究。在这里,我们在秀丽隐杆线虫中开发了一种行为筛选方法,以鉴定小分子化合物,这些化合物可以修饰由neurexin (nrx-1)异构体特异性缺失引起的活性水平下降。筛选190种化合物,我们发现单胺靶向药物根据nrx-1亚型被破坏的不同而不同地改善行为表型。单胺信号的广泛调节或特定5 -羟色胺受体的拮抗作用需要增加两种等位基因的活性。肾上腺素能信号的调节独特地改善了α-异构体的丧失,并且需要额外的多巴胺信号的拮抗来增加γ异构体丧失的活性。fda批准的非典型抗精神病药物奥氮平是唯一在两种筛选中均达到z -评分bb0.2的有效化合物。在果蝇Nrx-1突变体中,奥氮平,而不是相关的化合物阿塞那平,显著改善了活性缺陷,证明了神经素-单胺关系的进化保守性。多行为测试揭示了药理学特异性:奥氮平改善了nrx-1等位基因的活性和社会摄食表型,而马来酸阿塞那平改善了活性,但恶化了社会摄食表型,表明不同行为领域的修饰作用不同。我们的研究结果确立了单胺调节作为神经rexin丢失的保守补偿机制,确定了奥氮平作为靶向神经rexin丢失的先导化合物,并表明等位基因分层和药物基因组学方法需要对行为条件进行精确干预。
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引用次数: 0
Microvascular network organization and hemodynamic perfusion protect the brain against hypoxia. 微血管网络组织和血流动力学灌注保护大脑免受缺氧。
Pub Date : 2026-02-06 DOI: 10.64898/2026.02.03.703617
Thomas Ventimiglia, Frédéric Lesage, Andreas A Linninger

Mechanistic simulations of blood flow and oxygen exchange showed regions of cortical tissue tolerating substantial increase in local oxygen consumption (CMRO2) before reaching hypoxia (pO2<10 mmHg). The observed robustness in O 2 supply was attributed to overcapacity in convective oxygen transport in the pial arterial network combined with a surplus in the number of capillary flow paths. Microcirculatory flux analysis suggests that network induced hemodynamic flow patterns impart intrinsic reserve to protect the brain against perfusion variances or metabolic demand surges during activation. Furthermore, oxygen transport in cortical tissue is characterized by two regimes: in the transport zone - centered on penetrating arteriole trees composed of a single penetrating vessel connected to the post-arteriole capillary transition zone - strong diffusion supports high oxygen tension with only modest contribution from capillaries. This regime transitions into the terminal/reactive zone where oxygenation is sensitive to capillary density and perfusion. Quasi-dynamic simulations also enabled reconstruction of the BOLD signal underlying functional imaging. Simulations at single micron resolution further show that age-related reductions in arterial saturation and systemic hematocrit were sufficient to induce hypoxic tissue pockets in the terminal zone at nominal perfusion (CBF) and metabolic activity (CMRO 2 ), and neutrophil adhesion induced capillary flow stalling further exacerbates hypoxia.

血流和氧交换的机制模拟显示,在达到缺氧之前,皮质组织区域可以耐受大量增加的局部耗氧量(cro2) (pO22供应归因于脑动脉网络中对流氧运输过剩以及毛细血管流动路径数量过剩)。微循环通量分析表明,网络诱导的血流动力学模式赋予了内在储备,以保护大脑免受灌注差异或激活期间代谢需求激增的影响。此外,皮层组织中的氧运输具有两种特征:在运输区——以穿透性小动脉树为中心,由连接小动脉后毛细血管过渡区的单一穿透血管组成——强扩散支持高氧张力,毛细血管的贡献很小。这个状态过渡到终端/反应区,在这里氧合对毛细血管密度和灌注敏感。准动态模拟还可以重建功能成像基础上的BOLD信号。单微米分辨率的模拟进一步表明,年龄相关的动脉饱和度和全身红细胞压积的降低足以在名义灌注(CBF)和代谢活性(CMRO 2)的终末区诱导缺氧组织袋,中性粒细胞粘附诱导的毛细血管流动停滞进一步加剧了缺氧。
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引用次数: 0
Ecological context structures duplication and mobilization of antibiotic and metal resistance genes in bacteria. 生态环境结构复制和调动细菌的抗生素和金属抗性基因。
Pub Date : 2026-02-06 DOI: 10.64898/2026.02.03.703612
Eric Tran, Priscilla N Xu, Raquel Assis

Antibiotic resistance is a global challenge driven by the persistence and spread of resistance genes across ecological contexts. While mobile genetic elements (MGEs) facilitate horizontal gene transfer, gene duplication represents an additional mechanism through which resistance genes can be amplified, diversified, and maintained under selection. How these processes interact across environments remains poorly understood. Here, we examined genome-level patterns of resistance gene abundance, duplication, and mobilization across clinical, agricultural, and wastewater settings, focusing on both antibiotic resistance genes (ARGs) and metal resistance genes (MRGs). Resistance gene profiles were strongly structured by environment, with distinct duplication patterns emerging across sources. Duplicate genes were frequently associated with MGEs, although the strength of this relationship varied by resistance type and ecological context. Despite frequent co-occurrence of ARGs and MRGs, their duplication and mobilization dynamics were not uniformly coupled at the genome level. Together, these findings highlight gene duplication as a context-dependent contributor to resistance evolution and underscore the importance of ecological setting in shaping how resistance genes persist and spread across microbial communities.

抗生素耐药性是一项全球性挑战,其驱动因素是耐药基因在生态环境中的持续存在和传播。虽然移动遗传元件(MGEs)促进了基因的水平转移,但基因复制是抗性基因在选择中扩增、多样化和维持的另一种机制。这些过程如何跨环境相互作用仍然知之甚少。在这里,我们研究了临床、农业和废水环境中耐药基因丰度、复制和动员的基因组水平模式,重点关注抗生素耐药基因(ARGs)和金属耐药基因(MRGs)。抗性基因谱在很大程度上受环境的影响,在不同来源之间出现了不同的重复模式。重复基因经常与MGEs相关,尽管这种关系的强度因抗性类型和生态环境而异。尽管ARGs和MRGs经常共存,但它们的复制和动员动态在基因组水平上并不均匀耦合。总之,这些发现强调了基因复制是耐药性进化的环境依赖因素,并强调了生态环境在塑造抗性基因如何在微生物群落中持续存在和传播方面的重要性。
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引用次数: 0
Deconstructing empirical fitness seascapes across scales of granularity. 解构跨粒度尺度的经验适应度海景。
Pub Date : 2026-02-06 DOI: 10.64898/2026.02.04.703871
Swathi Nachiar Manivannan, C Brandon Ogbunugafor

The fitness landscape metaphor remains resonant in evolutionary theory and has facilitated the birth of newer concepts-like the fitness seascape-that consider the role of environmental context in shaping the dynamics of evolution. Since the emergence of the fitness seascape, it has appeared in several studies that examine how different and fluctuating environments shape evolutionary outcomes. Despite a growing interest in these topics, we lack comprehensive examinations of the role of environmental context in shaping features of fitness seascapes. In this study, we address this gap by deconstructing empirical fitness seascapes across scales of granularity: mutational steps, loci, locus interactions, alleles, trajectories, and entire seascapes. For each, we examine how environmental context influences qualitative and quantitative aspects of seascapes, and find that they change appreciably, with patterns that are specific to individual systems of study. In summary, we reflect on the implications of the seascape metaphor with respect to the incorporation of environmental effects into theoretical population genetics, for understanding how the environment shapes evolution in disease systems, and for contemporary bioengineering excursions.

适应性景观的比喻在进化理论中仍然引起共鸣,并促进了新概念的诞生——比如适应性海景——这些概念考虑了环境背景在形成进化动力中的作用。自从适应性海景出现以来,它已经出现在几项研究中,这些研究考察了不同和波动的环境如何影响进化结果。尽管对这些主题的兴趣越来越大,但我们缺乏对环境背景在塑造健身海景特征中的作用的全面检查。在本研究中,我们通过解构跨粒度尺度的经验适应度海景来解决这一差距:突变步骤、基因座、基因座相互作用、等位基因、轨迹和整个海景。对于每一个,我们研究了环境背景如何影响海景的定性和定量方面,并发现它们以特定于个别研究系统的模式发生明显变化。总之,我们反思海景隐喻的含义,将环境影响纳入理论群体遗传学,理解环境如何影响疾病系统的进化,以及当代生物工程短途旅行。
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引用次数: 0
Balance between DNA repair, LINE1 suppression and lifespan in mice with SIRT6 Serine 10 phosphorylation site mutations. SIRT6丝氨酸10磷酸化位点突变小鼠DNA修复、LINE1抑制和寿命之间的平衡
Pub Date : 2026-02-06 DOI: 10.64898/2026.02.06.704345
Zhihui Zhang, Matthew Simon, Yuan Liang, Alexander Tyshkovskiy, Mila Kaplan, Victoria Paige, Seyed Ali Biashad, Vadim Gladyshev, Andrei Seluanov, Vera Gorbunova

Sirtuin 6 (SIRT6) is an important regulator of DNA repair, metabolism, chromatin maintenance and longevity. SIRT6 Serine 10 phosphorylation controls SIRT6 recruitment to the sites of DNA damage. To explore the effect of SIRT6 Serine 10 phosphorylation on lifespan, we generated two SIRT6 mutant mouse strains: phospho-null S10A and phosphomimetic S10E. The S10E mutant mice demonstrated enhanced DNA repair capacity, elevated LINE1 expression and reduced lifespan in male mice compared to the wild-type and S10A mice. This result suggests that SIRT6 S10E mutation enhances DNA repair capacity at the expense of reduced LINE1 silencing leading to shorter lifespan. While both SIRT6 functions in DNA repair and chromatin maintenance are important for longevity, our results suggest that when the balance between these functions is shifted, diminished of LINE1 control has a stronger impact on lifespan than enhanced DNA repair.

Sirtuin 6 (SIRT6)是DNA修复、代谢、染色质维持和寿命的重要调节因子。SIRT6丝氨酸10磷酸化控制SIRT6募集到DNA损伤位点。为了探索SIRT6丝氨酸10磷酸化对寿命的影响,我们生成了两个SIRT6突变小鼠品系:无磷S10A和拟磷S10E。与野生型和S10A小鼠相比,S10E突变小鼠的DNA修复能力增强,LINE1表达升高,雄性小鼠寿命缩短。这一结果表明,SIRT6 S10E突变增强了DNA修复能力,代价是LINE1沉默减少,导致寿命缩短。虽然SIRT6在DNA修复和染色质维护中的功能对寿命都很重要,但我们的研究结果表明,当这些功能之间的平衡被改变时,LINE1控制的减少对寿命的影响比DNA修复的增强更大。
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引用次数: 0
Two species of Aedes show altitudinal variation in temperature preference in the islands of the Gulf of Guinea. 两种伊蚊在几内亚湾岛屿上表现出温度偏好的高度变化。
Pub Date : 2026-02-06 DOI: 10.64898/2026.02.04.703755
Daniel R Matute

Background: Temperature choice is a vector trait that influences microhabitat selection and can have important implications for vector species, as it may affect how often vectors encounter hosts. Aedes aegypti and Ae. albopictus are disease vectors whose geographic ranges continue to expand each year. One aspect that remains largely understudied is the altitudinal range of these species and the extent of differences in thermal behavior between lowland and highland populations.

Methods: I collected Ae. aegypti and Ae. albopictus on the islands of Bioko and São Tomé. I compared the distribution of the two species along an altitudinal cline spanning 2,000 m of elevation. I then used live specimens to test temperature preference for both species in a laboratory thermocline.

Results: I report the distribution of these two species on the island of Bioko and show that the abundance of immature stages of both species follows a negative exponential decay with altitude. I compare this distribution with that observed on the neighboring island of São Tomé, also in the Gulf of Guinea. Overall, the distribution patterns of the two species are similar, but models indicate a higher abundance at sea level in São Tomé than in Bioko. I used specimens from this survey to study temperature preference under controlled conditions. I found no significant differences between species or between sexes; however, I detected an altitudinal cline in temperature preference, with high-elevation populations preferring cooler temperatures on both islands.

Conclusions: These results indicate the presence of phenotypic variation in a key trait-temperature choice-that may alter the likelihood of contact between these vectors and humans.

背景:温度选择是一种影响微生境选择的病媒特征,对病媒物种具有重要意义,因为它可能影响病媒与宿主相遇的频率。埃及伊蚊和伊蚊。白纹伊蚊是疾病媒介,其地理范围每年都在扩大。这些物种的海拔范围以及低地种群和高地种群在热行为方面的差异程度仍未得到充分研究。方法:采集Ae;埃及伊蚊和伊蚊。白纹伊蚊在比奥科岛和奥托马斯岛我比较了这两种植物在海拔2000米的垂直带上的分布。然后,我用活标本在实验室温跃层中测试了这两种物种的温度偏好。结果:报告了这两个物种在比奥科岛上的分布,并表明这两个物种的未成熟阶段丰度随海拔呈负指数衰减。我将这种分布与同样在几内亚湾的邻近的s o tom岛的分布进行了比较。总体而言,这两个物种的分布模式相似,但模型表明, o tom的海平面丰度高于比奥科。我用这次调查的标本来研究受控条件下的温度偏好。我没有发现物种之间或性别之间的显著差异;然而,我发现了温度偏好的海拔梯度,高海拔人口更喜欢两个岛屿上较低的温度。结论:这些结果表明,在一个关键性状——温度选择——中存在表型变异,这可能改变这些媒介与人类接触的可能性。
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引用次数: 0
Supercharging the calcium pump: Identification of an activation hotspot on SERCA by cryo-EM. 钙泵增压:用低温电镜识别SERCA上的活化热点。
Pub Date : 2026-02-06 DOI: 10.64898/2026.02.05.703879
Vinh H Nguyen, Carlos Cruz-Cortés, Joseph O Primeau, M Joanne Lemieux, L Michel Espinoza-Fonseca, Howard S Young

The sarco-endoplasmic reticulum Ca²⁺-ATPase (SERCA) is a ubiquitous P-type ATPase that restores cytosolic Ca 2+ to the sarco-endoplasmic reticulum. SERCA is essential for cardiac Ca 2+ cycling and cellular energy metabolism. Several small molecules enhance SERCA function and show promise in models of metabolic and cardiovascular diseases. However, the structural basis for SERCA activation has remained unknown, hindering mechanism-driven lead optimization. Here we present cryo-EM structures of SERCA bound to two chemically distinct activators: the quinoline derivative CDN1163 (2.6 Å resolution) and a benzofuran derivative UM-52 (3.1 Å resolution). Biochemical assays show that both compounds stimulate Ca 2+ -dependent ATPase activity of SERCA without altering the apparent Ca²⁺ affinity. The structures reveal a previously unrecognized "activation hotspot" in the transmembrane domain, a shallow groove formed by helices M3 and M4 and capped by M1. Despite low chemical similarity, both activators occupy the same pocket and share conserved interactions with Ser 265 , Trp 272 , and Phe 296 . These residues are unique to SERCA and help explain selectivity relative to other P-type ATPases. Activator binding stabilizes a catalytically competent conformation, shifting SERCA toward an E1-like state poised for ATP binding and coordinated movements of the M1-M4 bundle and the cytosolic domains. Notably, density consistent with a detergent acyl chain bridges an otherwise open cavity adjacent to the compound, suggesting that altered protein-lipid interactions may contribute to activation. Together, these findings define a structural framework for SERCA activation and provide a blueprint for rational design of next-generation SERCA activators.

Significance statement: SERCA pumps Ca²⁺ into the sarco-endoplasmic reticulum, enabling muscle relaxation and shaping calcium signals across tissues. Small-molecule SERCA activators improve cardiac and metabolic phenotypes in animal models, but drug development has been limited by the absence of a defined binding site and activation mechanism. We determined cryo-EM structures of SERCA bound to two distinct activators, CDN1163 and UM-52. Both compounds occupy a groove formed by transmembrane segments M3-M4, anchored by a hydrogen bond to the SERCA-specific Ser 265 and aromatic contacts near Trp 272 and Phe 296 . An acyl chain bridges a gap in the binding pocket toward M1, suggesting that protein-lipid coupling may play a role in SERCA activation. These results directly enable structure-mechanism guided design of next-generation selective SERCA activators.

肌内质网ca2 + - atp酶(SERCA)是一种普遍存在的p型atp酶,可将胞浆ca2 +恢复到肌内质网。SERCA对心脏ca2 +循环和细胞能量代谢至关重要。几种小分子增强SERCA功能,在代谢和心血管疾病模型中显示出前景。然而,SERCA激活的结构基础仍然未知,阻碍了机制驱动的先导优化。在这里,我们展示了SERCA结合两种化学上不同的活化剂的低温电镜结构:喹啉衍生物CDN1163 (2.6 Å分辨率)和苯并呋喃衍生物UM-52 (3.1 Å分辨率)。生化实验表明,这两种化合物都能刺激SERCA的ca2 +依赖性atp酶活性,而不会改变ca2 +的亲和力。这些结构揭示了一个以前未被识别的跨膜区域的“激活热点”,一个由螺旋M3和M4形成并由M1覆盖的浅槽。尽管化学相似性较低,但这两种激活剂占据相同的口袋,并与Ser 265、Trp 272和Phe 296共享保守的相互作用。这些残基是SERCA独有的,有助于解释相对于其他p型atp酶的选择性。激活因子结合稳定了具有催化能力的构象,将SERCA转变为e1样状态,为ATP结合和M1-M4束和细胞质结构域的协调运动做准备。值得注意的是,与洗涤剂酰基链一致的密度桥接了与化合物相邻的其他开放腔,表明改变的蛋白质-脂质相互作用可能有助于激活。总之,这些发现定义了SERCA激活的结构框架,并为下一代SERCA激活剂的合理设计提供了蓝图。意义声明:SERCA将Ca 2 +泵入肌内质网,使肌肉松弛并形成跨组织的钙信号。在动物模型中,小分子SERCA激活剂可改善心脏和代谢表型,但由于缺乏明确的结合位点和激活机制,药物开发受到限制。我们确定了SERCA结合两种不同的激活剂CDN1163和UM-52的低温电镜结构。这两种化合物都占据一个由跨膜段M3-M4形成的凹槽,由一个氢键锚定到serca特异性的Ser 265和Trp 272和Phe 296附近的芳香接触。一个酰基链在M1的结合口袋中架起了一个缺口,这表明蛋白质-脂质偶联可能在SERCA激活中起作用。这些结果直接为下一代选择性SERCA激活剂的结构机制设计提供了指导。
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引用次数: 0
ASPECT: Alternative Splicing Event Classification with Transformers. 方面:与变压器备选拼接事件分类。
Pub Date : 2026-02-06 DOI: 10.64898/2026.02.04.700904
Sahil Thapa, Miguelangel Tamargo, Oluwatosin Oluwadare

Motivation: Alternative splicing (AS) is a fundamental regulatory mechanism that expands transcriptomic and proteomic diversity by generating multiple mRNA isoforms from a single gene. Aberrant AS has been implicated in numerous diseases through the production of dysfunctional or pathogenic protein variants. However, much of the existing AS research has focused predominantly on exon skipping and constitutive splicing, with comparatively limited attention to other biologically relevant AS event types. Moreover, many current computational approaches rely on short genomic sequence windows and conventional deep learning architectures, which may limit their ability to capture broader regulatory context associated with complex splicing decisions. Bridging these methodological and conceptual gaps is essential for advancing comprehensive AS characterization and improving our understanding of its role in human health and disease.

Results: We present ASPECT, an alternative splicing event classification framework built upon DNABERT-2 with Byte Pair Encoding (BPE) tokenization. Across multiple binary alternative splicing event pair classification tasks, ASPECT achieves consistently strong performance as measured by AUC, F1-score,and accuracy, demonstrating reliable discrimination between closely related splicing event types. Importantly, ASPECT demonstrates consistent performance when applied to TCGA BRCA cancer-associated splicing events reconstructed from SpliceSeq annotations, supporting its applicability beyond the canonical splicing events used for training.

Availability: The open-source code, data, and detailed documentation used in this study are available at https://github.com/OluwadareLab/ASPECT .

Contact: Oluwatosin.Oluwadare@unt.edu.

Supplementary information: N/A.

动机:选择性剪接(AS)是一种基本的调节机制,通过从单个基因产生多个mRNA亚型来扩大转录组和蛋白质组多样性。异常AS通过产生功能失调或致病性蛋白变体与许多疾病有关。然而,现有的许多AS研究主要集中在外显子跳变和结构剪接上,而对其他生物学相关的AS事件类型的关注相对有限。此外,许多当前的计算方法依赖于短基因组序列窗口和传统的深度学习架构,这可能限制了它们捕捉与复杂剪接决策相关的更广泛的调控背景的能力。弥合这些方法学和概念上的差距对于推进全面的AS表征和提高我们对其在人类健康和疾病中的作用的理解至关重要。结果:我们提出了ASPECT,这是一个基于DNABERT-2和字节对编码(BPE)标记化的拼接事件分类框架。在多个二元备选剪接事件对分类任务中,ASPECT在AUC、f1评分和准确性方面表现出了一致的优异表现,证明了对密切相关的剪接事件类型的可靠区分。重要的是,ASPECT在应用于从SpliceSeq注释重建的TCGA BRCA癌症相关剪接事件时表现出一致的性能,支持其超越用于训练的规范剪接事件的适用性。可用性:本研究中使用的开源代码、数据和详细文档可在https://github.com/OluwadareLab/ASPECT上获得。联系方式:Oluwatosin.Oluwadare@unt.edu.Supplementary信息:无。
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引用次数: 0
Aberrant medial entorhinal cortex dynamics link tau pathology to spatial memory impairment. 异常内侧内嗅皮层动力学将tau病理与空间记忆障碍联系起来。
Pub Date : 2026-02-06 DOI: 10.64898/2025.12.30.696887
Taylor J Malone, Kyle Cekada, Jean Tyan, Lujia Chen, Garret Wang, Yi Gu

Tau pathology in the entorhinal cortex (EC) is associated with spatial memory decline in aging and early-stage Alzheimer's disease, but its impact on EC computations during learning is not well understood. We performed longitudinal two-photon calcium imaging of layer 2 excitatory neurons in the medial EC (MEC) of PS19 tauopathy mice over 10 days of an operant spatial learning task. Male PS19 mice showed marked learning impairments accompanied by dysregulated MEC activity and unstable spatial coding. Their activity also showed weakened representations in cue-poor relative to cue-rich regions, correlated with attenuated speed modulation. These changes suggest that impaired path integration destabilizes MEC spatial maps, leading to impaired spatial memory. In contrast, female PS19 mice exhibited only mild behavioral and neural deficits despite a comparable tau burden, suggesting sex-specific resilience. Among MEC cell types, pyramidal cells accumulated more phosphorylated tau than stellate cells and displayed the most severe functional disruption, linking cellular tau load to circuit dysfunction. Finally, general linear models of MEC activity reliably predicted learning performance, highlighted particularly strong contributions from non-grid and pyramidal cells, and accurately classified PS19 versus wild-type mice. These findings identify aberrant MEC dynamics as a key circuit mechanism underlying tau-related spatial memory deficits and point to early diagnostic and circuit-targeted therapeutic strategies.

早期阿尔茨海默病(AD)表现为空间记忆障碍和内嗅皮层(EC)的tau积累。然而,EC神经活动如何导致脑损伤患者的记忆缺陷仍不清楚。在这里,我们将体内双光子钙成像与虚拟现实相结合,在10天的空间学习期间检测PS19牛头病小鼠的内侧EC (MEC)活性。PS19雄性表现出明显的学习缺陷,其MEC神经元表现出速度调节受损、空间编码不稳定、线索贫乏区域的表征相对于线索丰富区域减弱,表明路径整合被破坏。这些缺陷在锥体细胞中最为突出,锥体细胞比星状细胞积累了更高水平的磷酸化tau蛋白,尤其是在男性中。值得注意的是,MEC的活性可以预测学习表现,特别是通过非网格细胞和锥体细胞,并将PS19与野生型小鼠区分开来。总之,这些发现确定了MEC功能障碍是ad相关牛头病空间记忆衰退的关键神经关联,具有潜在的诊断和治疗意义。
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bioRxiv : the preprint server for biology
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