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Aging-related peroxisomal dysregulation disrupts intestinal stem cell differentiation through alterations of very long-chain fatty acid oxidation. 衰老相关的过氧化物酶体失调通过改变非常长链脂肪酸氧化破坏肠干细胞分化。
IF 7.2 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-12-19 eCollection Date: 2025-12-01 DOI: 10.1371/journal.pbio.3003552
Xiaoxin Guo, Gang Du, Juanyu Zhou, Fang Fu, Yu Yuan, Xingzhu Liu, Haiou Chen, Qianyi Wan, Bo Gong, Haiyang Chen

Aging disrupts intestinal stem cell (ISC) lineage fidelity, impairing epithelial barrier function and then promoting systemic health decline. In this study, we identify peroxisomal dysfunction as a critical driver of age-associated ISC mis-differentiation. Using Drosophila and mouse colonic organoids, we demonstrate that reduced PEX5 expression in aged ISCs impairs peroxisomal matrix protein import, leading to very long-chain fatty acids (VLCFAs) accumulation. In addition, we found that RAB7-dependent late endosome maturation and SOX21A were downstream of the peroxisome in controlling aged ISC differentiation. Aspirin, a classic anti-inflammatory drug, restores ISC lineage fidelity by enhancing PEX5-mediated peroxisomal β-oxidation of VLCFAs. Taken together, these findings highlight peroxisomal dysfunction and VLCFA metabolism as pivotal regulators of ISC aging and suggest new therapeutic strategies for combating age-related intestinal decline.

衰老破坏肠干细胞(ISC)谱系保真度,损害上皮屏障功能,然后促进全身健康下降。在这项研究中,我们发现过氧化物酶体功能障碍是与年龄相关的ISC错误分化的关键驱动因素。通过果蝇和小鼠结肠类器官,我们发现PEX5在衰老ISCs中的表达减少会损害过氧化物酶体基质蛋白的进口,导致甚长链脂肪酸(VLCFAs)的积累。此外,我们发现rab7依赖的内核体晚期成熟和SOX21A在控制衰老ISC分化的过氧化物酶体的下游。阿司匹林是一种经典的抗炎药物,通过增强pex5介导的vlcfa过氧化物酶体β-氧化来恢复ISC谱系的保真度。综上所述,这些发现强调了过氧化物酶体功能障碍和VLCFA代谢是ISC衰老的关键调节因子,并提出了对抗年龄相关性肠道衰退的新治疗策略。
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引用次数: 0
The master virulence regulator PhoP dictates carbon metabolism by controlling cyclic AMP synthesis in Salmonella. 主毒力调节剂PhoP通过控制沙门氏菌环AMP合成来决定碳代谢。
IF 7.2 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-12-18 eCollection Date: 2025-12-01 DOI: 10.1371/journal.pbio.3003566
Nick D Pokorzynski, Elisabeth C Sams-Dodd, Christopher Esneault, Katarina A Jones, Shawn R Campagna, Eduardo A Groisman

The intracellular pathogen Salmonella enterica serovar Typhimurium confronts cytoplasmic Mg2+ starvation inside macrophages. This stress alters carbon metabolism and subverts canonical carbon source preferences by reducing synthesis of 3', 5'-cyclic adenosine monophosphate (cAMP), the essential allosteric activator of the cAMP receptor protein (CRP), master regulator of carbon utilization. How, then, does S. Typhimurium preferentially utilize CRP-cAMP-dependent carbon sources inside macrophages? We now report that the virulence and Mg2+ homeostasis regulator PhoP controls CRP-cAMP-dependent transcription, metabolism, and growth on a mixture of carbon sources during low cytoplasmic Mg2+. We determine that the PhoP-activated MgtA and MgtB proteins promote CRP-cAMP activity by importing Mg2+, indispensable cofactor of the cAMP-synthesizing adenylate cyclase CyaA. Significantly, the PhoP-activated MgtC preserves cAMP amounts despite reducing abundance of CyaA substrate adenosine triphosphate (ATP) because ATP at high concentrations inhibits CyaA. Restoring CRP activity by supplementation of cAMP or introduction of the constitutively active crp* allele corrected CRP-dependent transcriptional and growth behaviors of the mgtA mgtB mutant. By controlling cAMP synthesis, PhoP dictates the amounts of active CRP, thereby reprogramming S. Typhimurium's metabolism.

胞内病原体肠沙门氏菌血清型鼠伤寒沙门氏菌在巨噬细胞内面临细胞质Mg2+饥饿。这种应激改变了碳代谢,通过减少3',5'-环腺苷单磷酸(cAMP)的合成,破坏了典型的碳源偏好,cAMP是cAMP受体蛋白(CRP)的基本变构激活剂,是碳利用的主要调节剂。那么,鼠伤寒沙门氏菌是如何优先利用巨噬细胞内依赖crp - camp的碳源的呢?我们现在报道,毒力和Mg2+稳态调节剂PhoP在低细胞质Mg2+期间控制crp - camp依赖的转录、代谢和混合碳源的生长。我们发现,phop激活的MgtA和MgtB蛋白通过导入Mg2+ (camp合成腺苷酸环化酶CyaA不可或缺的辅助因子)来促进CRP-cAMP活性。值得注意的是,尽管php激活的MgtC降低了CyaA底物三磷酸腺苷(ATP)的丰度,但却保留了cAMP的数量,因为高浓度的ATP抑制了CyaA。通过补充cAMP或引入构成活性的CRP *等位基因来恢复CRP活性,可以纠正mgtA mgtB突变体依赖CRP的转录和生长行为。通过控制cAMP的合成,PhoP决定了活性CRP的数量,从而重新编程鼠伤寒沙门氏菌的代谢。
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引用次数: 0
Paralogs of Slitrk cell adhesion molecules configure excitatory synapse specificity via distinct cellular mechanisms. Slitrk细胞粘附分子的类似物通过不同的细胞机制配置兴奋性突触特异性。
IF 7.2 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-12-18 eCollection Date: 2025-12-01 DOI: 10.1371/journal.pbio.3003576
Dongwook Kim, Byeongchan Kim, Jinhu Kim, Na-Young Seo, Hyeonho Kim, Kyung Ah Han, Jubeen Yoon, Christian P Macks, Joris de Wit, Chang Ho Sohn, Kea Joo Lee, Ji Won Um, Jaewon Ko

Vertebrate neural circuit properties are shaped by synaptic cell adhesion molecules (CAMs). CAMs often have multiple paralogs but the possible redundancy of such paralogs remains underexplored. Using circuit-specific conditional knockout (cKO) mice deficient for Slitrk1 and Slitrk2, we show that these paralogs lack specific laminar expression in mature hippocampal neurons but divergently guide the specificity of neural circuits in distinct hippocampal subfields. Slitrk1 and Slitrk2 regulate distinct facets of excitatory synaptic properties in a microcircuit-dependent manner through binding to LAR-RPTPs, and additionally in the case of Slitrk2, through binding to PDZ domain-containing proteins and TrkB. Analyses of Slitrk2 V89M knock-in mice revealed that this schizophrenia-associated substitution acts uniquely as a loss-of-function mutation in some microcircuits to impair excitatory synaptic transmission, asynchronous release, and spatial reference memory. These findings demonstrate that even structurally and biochemically similar synaptic CAMs can play distinct roles in specifying neural circuit architecture.

脊椎动物神经回路的特性是由突触细胞粘附分子(CAMs)形成的。cam通常有多个相似点,但这种相似点的可能冗余性仍未得到充分研究。我们使用回路特异性条件敲除(circuit-specific conditional knockout, cKO)缺失Slitrk1和Slitrk2的小鼠,发现这些类似物在成熟海马神经元中缺乏特异性的层状表达,但在不同海马亚区中不同地引导神经回路的特异性。Slitrk1和Slitrk2通过结合LAR-RPTPs以微电路依赖的方式调节兴奋性突触特性的不同方面,此外,在Slitrk2的情况下,通过结合PDZ结构域蛋白和TrkB。对Slitrk2 V89M敲入小鼠的分析显示,这种与精神分裂症相关的替代在一些微电路中作为一种功能缺失突变而独特地起作用,损害兴奋性突触传递、异步释放和空间参考记忆。这些发现表明,即使结构和生物化学相似的突触cam也可以在指定神经回路结构中发挥不同的作用。
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引用次数: 0
Post-transcriptional suppression of the pioneer factor Zelda protects the adult Drosophila testis from activation of the ovary program. 先锋因子Zelda的转录后抑制保护成年果蝇睾丸免受卵巢程序的激活。
IF 7.2 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-12-18 eCollection Date: 2025-12-01 DOI: 10.1371/journal.pbio.3003535
Sneh Harsh, Hsiao-Yun Liu, Pradeep K Bhaskar, Christine Rushlow, Erika A Bach

Maintenance of somatic sex identity is essential for adult tissue function. In the Drosophila testis, adult somatic stem cells known as cyst stem cells (CySCs) require the transcription factor Chinmo to preserve male identity. Loss of Chinmo leads to reprogramming of CySCs into their ovarian counterparts through induction of the female-specific RNA-binding protein TransformerF (TraF), though the underlying mechanism has remained unclear. Here, we identify the pioneer transcription factor Zelda (Zld) as a critical mediator of this sex reversal. In wild-type CySCs, zld mRNA is repressed by microRNAs (miRs), but following Chinmo loss, these miRs are downregulated, allowing zld mRNA to be translated. Zld is necessary for feminization of chinmo-mutant CySCs, and ectopic expression of Zld in wild-type CySCs is sufficient to induce TraF and drive female reprogramming. Two Zld target genes, qkr58E-2 and Ecdysone receptor (EcR), are upregulated in chinmo-mutant CySCs and are normally female-biased in adult gonads. Qkr58E-2 facilitates TraF production, while EcR promotes female gene expression programs. Zld overexpression feminizes otherwise wild-type CySCs by upregulating EcR, which in turn downregulates the chinmo gene. Strikingly, overexpression of Zld also feminizes adult male adipose tissue by inducing TraF and downregulating Chinmo, indicating that Zld can override male identity in multiple adult XY tissues. Together, these findings uncover a post-transcriptional mechanism in which miRs-mediated repression of a pioneer factor safeguards male identity and prevents inappropriate activation of the female program in adult somatic cells.

体细胞性别身份的维持是成人组织功能的必要条件。在果蝇的睾丸中,被称为囊肿干细胞(CySCs)的成体干细胞需要转录因子Chinmo来保持雄性身份。Chinmo缺失导致CySCs通过诱导雌性特异性rna结合蛋白TransformerF (TraF)重编程为卵巢对应体,尽管其潜在机制尚不清楚。在这里,我们确定了先锋转录因子Zelda (Zld)作为这种性别逆转的关键中介。在野生型CySCs中,zld mRNA被microRNAs (miRs)抑制,但在Chinmo缺失后,这些miRs被下调,从而允许zld mRNA被翻译。Zld对于突变型CySCs的雌性化是必需的,而Zld在野生型CySCs中的异位表达足以诱导TraF并驱动雌性重编程。两个Zld靶基因,qkr58E-2和蜕皮激素受体(EcR),在chino突变的CySCs中上调,并且在成年性腺中通常偏向于女性。Qkr58E-2促进trf的产生,而EcR促进女性基因表达程序。Zld过表达通过上调EcR使其他野生型CySCs雌性化,进而下调chinmo基因。引人注目的是,过表达Zld还通过诱导TraF和下调Chinmo使成年男性脂肪组织女性化,这表明Zld可以在多个成年XY组织中覆盖男性身份。总之,这些发现揭示了一种转录后机制,在该机制中,mir介导的先锋因子抑制保护了男性身份,并防止了成年体细胞中女性程序的不当激活。
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引用次数: 0
Identification of intestinal enteroendocrine cell subtypes and their associated hormones in zebrafish. 斑马鱼肠肠内分泌细胞亚型及其相关激素的鉴定。
IF 7.2 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-12-18 eCollection Date: 2025-12-01 DOI: 10.1371/journal.pbio.3003522
Margaret Morash, Richard G Kay, Erik J Soderblom, Grace H MacLean, Jia Wen, Peyton J Moore, Colin R Lickwar, Mujahid Ali Shah, Julia Ganz, Fiona M Gribble, Frank Reimann, Rodger A Liddle, John F Rawls

Enteroendocrine cells (EECs) are rare sensory cells in the intestinal epithelium that coordinate digestive physiology by secreting a diverse repertoire of peptide hormones. These hormones are the main effectors of EEC function, and their characterization requires direct observation by mass spectrometry due to the specialized protein cleavage and posttranslational modifications that yield their mature forms. Based on the distinct subset of hormones they predominantly secrete, EECs can be categorized into subtypes. How each EEC subtype is specified, however, remains poorly understood. Here, we describe EEC subtype differentiation and hormone production in the zebrafish. Using single-cell RNA sequencing data, we identified EEC progenitors and six EEC subtypes in zebrafish and revealed that their expression profiles are consistent across larval and adult stages. Mass spectrometry analysis of isolated zebrafish EECs identified highly processed peptides derived from 19 of 23 hormone-coding genes expressed by EECs, including a previously undescribed zebrafish secretin ortholog. We assembled reporters for zebrafish EEC subtypes to test the lineage relationships between EEC subtypes and the EEC progenitor population, which expresses neurogenin 3 (neurog3). Despite its essential role in mammalian EEC differentiation, we found that selective cytotoxic ablation of neurog3+ cells in zebrafish only reduced a subset of EEC subtypes and loss of the neurog3 gene had no impact on EEC numbers. Finally, we discovered that selective ablation of ghrelin+ EECs reduced a different subset of EEC subtypes, together suggesting that neurog3+ and ghrelin+ cells serve as distinct precursors for separate EEC subtypes. We anticipate these observations and resources will facilitate future studies in the zebrafish to discern the developmental biology, physiology, and endocrinology of EEC subtypes.

肠内分泌细胞(EECs)是肠上皮中罕见的感觉细胞,通过分泌多种肽激素来协调消化生理。这些激素是EEC功能的主要影响因子,由于产生成熟形式的特殊蛋白质切割和翻译后修饰,它们的表征需要通过质谱直接观察。基于它们主要分泌的激素的不同亚群,eec可以被分类为亚型。然而,每个EEC亚型是如何指定的,仍然知之甚少。在这里,我们描述了斑马鱼的EEC亚型分化和激素产生。利用单细胞RNA测序数据,我们鉴定了斑马鱼的EEC祖细胞和6种EEC亚型,并发现它们的表达谱在幼虫期和成虫期是一致的。对分离的斑马鱼EECs进行质谱分析,鉴定出来自EECs表达的23个激素编码基因中的19个的高度加工肽,包括先前未描述的斑马鱼分泌素同源基因。我们收集了斑马鱼EEC亚型的报告者,以测试EEC亚型与表达神经原素3 (neurog3)的EEC祖群体之间的谱系关系。尽管它在哺乳动物EEC分化中起着重要作用,但我们发现斑马鱼中选择性的细胞毒消融neurog3+细胞只减少了EEC亚型的一个子集,并且neurog3基因的丢失对EEC数量没有影响。最后,我们发现选择性消融ghrelin+ EECs减少了不同的EEC亚型,共同表明neurog3+和ghrelin+细胞是不同EEC亚型的不同前体。我们期望这些观察结果和资源将有助于在斑马鱼中进一步研究EEC亚型的发育生物学、生理学和内分泌学。
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引用次数: 0
2025: A year of resilience and resourcefulness. 2025年:充满韧性和智慧的一年。
IF 7.2 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-12-18 eCollection Date: 2025-12-01 DOI: 10.1371/journal.pbio.3003582
Joanna Clarke

2025 was marked by upheaval and uncertainty for many within the life science community. As we reflect on the year that has gone, we highlight some of the many research achievements that give us reasons to be thankful.

对生命科学界的许多人来说,2025年是动荡和不确定的一年。当我们回顾过去的一年,我们强调了一些让我们有理由感恩的研究成果。
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引用次数: 0
Biased sampling driven by bacterial population structure confounds machine learning prediction of antimicrobial resistance. 由细菌种群结构驱动的有偏差采样混淆了抗菌素耐药性的机器学习预测。
IF 7.2 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-12-16 eCollection Date: 2025-12-01 DOI: 10.1371/journal.pbio.3003539
Yanying Yu, Nicole E Wheeler, Lars Barquist

Antimicrobial resistance (AMR) poses a growing threat to human health. Increasingly, genome sequencing is being applied for the surveillance of bacterial pathogens, producing a wealth of data to train machine learning (ML) applications to predict AMR and identify resistance determinants. However, bacterial populations are highly structured, and sampling is biased towards human disease isolates, violating ML assumptions of independence between samples. This is rarely considered in applications of ML to AMR. Here, we demonstrate the confounding effects of sample structure by analyzing over 24,000 whole genome sequences and AMR phenotypes from five diverse pathogens, using pathological training data where resistance is confounded with phylogeny. We show the resulting ML models perform poorly and that increasing the training sample size fails to rescue performance. A comprehensive analysis of 6,740 models identifies species- and drug-specific effects on model accuracy. These findings highlight the limitations of current ML approaches in the face of realistic sampling biases and underscore the need for population structure-aware methods and more diverse datasets to improve AMR prediction and surveillance.

抗菌素耐药性(AMR)对人类健康的威胁日益严重。基因组测序越来越多地应用于细菌病原体的监测,产生了丰富的数据来训练机器学习(ML)应用程序,以预测抗菌素耐药性和识别耐药性决定因素。然而,细菌种群是高度结构化的,采样偏向于人类疾病分离株,违反了样本之间独立性的ML假设。在ML到AMR的应用中很少考虑到这一点。在这里,我们通过分析来自5种不同病原体的24000多个全基因组序列和AMR表型,使用病理训练数据,其中抗性与系统发育相混淆,证明了样品结构的混淆效应。我们表明最终的ML模型表现不佳,并且增加训练样本量无法挽救性能。对6740个模型的综合分析确定了物种和药物特异性对模型准确性的影响。这些发现突出了当前机器学习方法在面对现实抽样偏差时的局限性,并强调需要群体结构感知方法和更多样化的数据集来改进AMR预测和监测。
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引用次数: 0
Most researchers would receive more recognition if assessed by article-level metrics than by journal-level metrics. 如果用文章级别的指标而不是期刊级别的指标来评估,大多数研究人员会得到更多的认可。
IF 7.2 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-12-16 eCollection Date: 2025-12-01 DOI: 10.1371/journal.pbio.3003532
Salsabil Arabi, Chaoqun Ni, B Ian Hutchins

During career advancement and funding allocation decisions in biomedicine, reviewers have traditionally depended on journal-level measures of scientific influence like the impact factor. Prestigious journals reject large quantities of papers, many of which may be meritorious. It is possible that this process could create a system whereby some influential articles are prospectively identified and recognized by journal brands, but most influential articles are overlooked. Here, we measure the degree to which journal prestige hierarchies capture or overlook influential science. We quantify the fraction of scientists' articles that would receive recognition because (a) they are published in journals above a chosen impact factor threshold, or (b) they are at least as well-cited as articles appearing in such journals. We find that the number of papers cited at least as well as those appearing in high-impact factor journals vastly exceeds the number of papers published in such venues. At the investigator level, this phenomenon extends across gender, racial, and career stage groupings of scientists. We also find that approximately half of researchers never publish in a venue with an impact factor above 15, which, under journal-level evaluation regimes, may exclude them from consideration for opportunities. Many of these researchers publish equally influential work; however, raising the possibility that the traditionally chosen journal-level measures that are routinely considered under decision-making norms, policy, or law, may recognize as little as 10%-20% of this influential work.

在生物医学的职业发展和资金分配决策过程中,审稿人传统上依赖于影响因子等期刊级别的科学影响力衡量指标。知名期刊拒绝了大量论文,其中许多可能是有价值的。这个过程可能会创建一个系统,其中一些有影响力的文章被期刊品牌前瞻性地识别和认可,但大多数有影响力的文章被忽视了。在这里,我们衡量了期刊声望等级对有影响力的科学的捕捉或忽视程度。我们量化了由于(a)发表在高于选定影响因子阈值的期刊上,或(b)至少与发表在这些期刊上的文章被引用次数一样多而获得认可的科学家文章的比例。我们发现,在高影响因子期刊上至少被引用和出现的论文数量大大超过了在这些期刊上发表的论文数量。在研究者层面,这种现象跨越了性别、种族和职业阶段的科学家群体。我们还发现,大约一半的研究人员从未在影响因子高于15的期刊上发表过论文,在期刊级别的评估制度下,这可能会将他们排除在机会考虑之外。这些研究人员中的许多人发表了同样有影响力的工作;然而,传统上选择的、在决策规范、政策或法律中经常考虑的期刊层面的衡量标准,可能只承认这种有影响力的工作的10%-20%。
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引用次数: 0
The Drosophila escape motor circuit shows differential vulnerability to aging linked to functional decay. 果蝇的逃逸运动回路显示出与功能衰退相关的衰老的不同脆弱性。
IF 7.2 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-12-16 eCollection Date: 2025-12-01 DOI: 10.1371/journal.pbio.3003553
Alexandros Gaitanidis, Veronica Pampanin, Jessica Thiem, Georgios Kalaras, Lion Huthmacher, Silvan Hürkey, Dimitrios Kadas, Agapi Dimitriadou, Andriana Ntogka, Subhabrata Sanyal, Christos Consoulas, Carsten Duch

Brain aging can cause cognitive and motor disabilities which often correlate with changes in dendritic branch, axon collateral, and synapse numbers. However, from invertebrates to mammals, age-related decline is typically restricted to specific neuron types or brain parts, indicating differential vulnerability. The rules to pinpoint the susceptibility of distinct brain elements to aging remain largely unknown. Here, we combine longitudinal studies with neuroanatomical, electrophysiological, and optophysiological analyses in the Drosophila genetic model to identify aging-susceptible and aging-resilient elements in a sensorimotor circuit that underlies escape. Young and mid-aged flies escape predator-like visual stimuli with a jump followed by flight, but behavioral performance declines with age. Mapping the underlying functional decline into the brain shows that most circuit components are robust against aging and remain functional even in old flies that have lost the behavior. By contrast, behavioral decline is caused by the selective decay of synaptic transmission between one specific visual projection neuron type (LC4) and the dendrite of one identified descending neuron (GF). Structurally, presynaptic active zone marker density is reduced whereas postsynaptic marker density remains normal. Other central synapses in this circuit as well as neuromuscular synapses are robust to aging. The synaptic connection susceptible to aging is also the circuit element most vulnerable to starvation or oxidative stress. Moreover, the vulnerable circuit element is also required for habituation, and thus, underlying circuit plasticity. In conjunction with data from mammalian brains our data suggest that a trade-off for functional neural circuit plasticity might be vulnerability to aging.

脑老化可导致认知和运动障碍,这通常与树突分支、轴突侧枝和突触数量的变化有关。然而,从无脊椎动物到哺乳动物,与年龄相关的衰退通常局限于特定的神经元类型或大脑部位,表明不同的脆弱性。确定大脑中不同元素对衰老的易感性的规则在很大程度上仍然未知。在这里,我们将纵向研究与果蝇遗传模型中的神经解剖学、电生理学和光学生理学分析相结合,以确定逃逸背后的感觉运动回路中的衰老易感和衰老弹性元素。年轻和中年的果蝇通过跳跃和飞行来逃避类似捕食者的视觉刺激,但行为表现随着年龄的增长而下降。将潜在的功能衰退映射到大脑中表明,大多数电路组件都能抵抗衰老,即使在失去行为能力的老苍蝇身上也能保持功能。相比之下,行为下降是由一种特定视觉投射神经元类型(LC4)和一种确定的下行神经元(GF)树突之间的突触传递选择性衰减引起的。结构上,突触前活跃区标记密度降低,而突触后标记密度保持正常。这个回路中的其他中枢突触以及神经肌肉突触对衰老都很强健。易受老化影响的突触连接也是最易受饥饿或氧化应激影响的电路元件。此外,易损电路元件也需要适应,因此,潜在的电路可塑性。结合哺乳动物大脑的数据,我们的数据表明,功能神经回路的可塑性可能是对衰老的脆弱性。
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引用次数: 0
USPPAR is a cost-effective, scalable, and highly sensitive single-cell RNA sequencing workflow compatible with diverse specimens. USPPAR是一种具有成本效益,可扩展且高度敏感的单细胞RNA测序工作流程,与各种标本兼容。
IF 7.2 1区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2025-12-15 eCollection Date: 2025-12-01 DOI: 10.1371/journal.pbio.3003537
Ya-Wen Hsueh, Po-Min Chiang

Single-cell RNA sequencing (scRNA-seq) requires high sensitivity, throughput, and broad compatibility across specimens. Current high-capacity methods lack sensitivity compared to low-capacity counterparts. Moreover, tissue-specific methods for collecting cells/nuclei limit unbiased comparisons across samples. Here, we propose a Unified framework by Split-Pool barcoding with optimal-efficiency PolydeoxyAdenylation for scRNA detection (USPPAR). Using short and long dsDNA substrates, low Co²⁺ concentration, while eliminating all other metal-ion components, enabled terminal deoxynucleotide transferase to efficiently polydeoxyadenylate intractable blunt and 3' recessed dsDNA ends, which was unattainable with other systems. By benchmarking against six state-of-the-art technologies using HEK293, the efficient addition of PCR handles for cDNA amplification made USPPAR's gene detection sensitivity comparable to high-sensitivity methods and significantly higher than existing high-cell-capacity platforms. In primary PBMCs, USPPAR enabled high-sensitivity, high-resolution scRNA-seq, and lysine conjugation improved sensitivity as an RNase inactivator. Based on nuclease reporter and mRNA protection assays, partially chelated Cu²⁺ served as a potent, non-precipitating, broad-spectrum nuclease inhibitor across various pH levels. Beyond demonstrating high sensitivity in liver tissue, an organ with low nuclease activity, single-nucleus RNA sequencing (snRNA-seq) with this inhibitor enabled one-pot extraction of RNA-stable nuclei from nuclease-rich tissues, such as the pancreas. Finally, comparisons with reference datasets from the 10× platform using mouse spleen and maize tissues showed that USPPAR matched cell-type coverage while achieving higher gene-detection efficiency. With five key enzymes available and quality-controlled, USPPAR provides a unified, cost-effective, sensitive method for high-cell-capacity scRNA profiling of diverse specimens without special equipment.

单细胞RNA测序(scRNA-seq)需要高灵敏度、高通量和广泛的标本相容性。目前的高容量方法与低容量方法相比缺乏灵敏度。此外,收集细胞/细胞核的组织特异性方法限制了样本间的无偏比较。在这里,我们提出了一个统一的框架,分裂池条形码与最优效率聚脱氧腺苷化用于scRNA检测(USPPAR)。使用短和长dsDNA底物,低Co 2 +浓度,同时消除所有其他金属离子成分,使末端脱氧核苷酸转移酶能够有效地对难处理的钝端和3'内嵌的dsDNA端进行多脱氧腺苷酸化,这是其他体系无法实现的。通过使用HEK293对六种最先进的技术进行基准测试,高效添加PCR手柄进行cDNA扩增,使USPPAR的基因检测灵敏度与高灵敏度方法相当,显著高于现有的高细胞容量平台。在初级pbmc中,USPPAR实现了高灵敏度、高分辨率的scRNA-seq,赖氨酸偶联提高了作为RNase失活剂的灵敏度。基于核酸酶报告基因和mRNA保护实验,部分螯合cu2 +在各种pH水平上都是一种有效的、不沉淀的、广谱的核酸酶抑制剂。除了在肝组织(低核酸酶活性的器官)中表现出高敏感性外,使用该抑制剂进行的单核RNA测序(snRNA-seq)可以从富含核酸酶的组织(如胰腺)中一次性提取RNA稳定的细胞核。最后,利用小鼠脾脏和玉米组织与10×平台的参考数据集进行比较,表明USPPAR与细胞类型覆盖相匹配,同时具有更高的基因检测效率。USPPAR提供了五种可用的关键酶和质量控制,为不同标本的高细胞容量scRNA分析提供了一种统一、经济高效、敏感的方法,无需特殊设备。
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