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Single-egg Comet Assay: a protocol to quantify DNA damage in aquatic dormant stages 单卵彗星试验:量化水生生物休眠期 DNA 损伤的方案
Pub Date : 2024-08-08 DOI: 10.1101/2024.08.06.606806
Rejin Salimraj, Alessio Perotti, M. Wojewodzic, Dagmar Frisch
The comet assay (CA) was originally developed as toxicity test and quantifies DNA integrity from the distribution of DNA across an electric field. Compromised DNA moves across electric fields faster than intact DNA strands, leaving a quantifiable signature that resembles a comet tail. The dimensions of this comet tail reflect relative DNA damage. We optimized the CA protocol for individual dormant propagules (Single-egg Comet Assay or SE-CA) to inform downstream analyses such as DNA sequencing, of the DNA quality contained in natural genetic archives of past populations. As a model we used dormant eggs of the microcrustacean Daphnia. We tested the SE-CA protocol on impact of processing and storage conditions for dormant eggs and used it to assess DNA damage related to aging of eggs retrieved from recently deposited to centuries-old lake sediment. The SE-CA successfully determined the degree of DNA damage in individual eggs frozen in liquid nitrogen, or at -80°C as well as damage caused by bleaching and historical egg age. In conclusion, our protocol provides a cost-effective method of assessing DNA damage in sedimentary propagules such as dormant Daphnia eggs. More generally, the SE-CA can be applied to test DNA integrity in individual propagules prior to genome sequencing or to quantify environmental impacts on natural sedimentary biobanks.
彗星试验(CA)最初是作为毒性测试而开发的,通过 DNA 在电场中的分布来量化 DNA 的完整性。受损的 DNA 在电场中的移动速度快于完整的 DNA 链,会留下类似彗尾的可量化特征。彗尾的尺寸反映了 DNA 的相对损伤程度。我们优化了针对单个休眠繁殖体的彗星分析方案(单卵彗星分析或SE-CA),以便为DNA测序等下游分析提供信息,了解过去种群天然遗传档案中的DNA质量。我们以微型甲壳动物水蚤的休眠卵为模型。我们测试了 SE-CA 方案对休眠卵的处理和储存条件的影响,并用它来评估从新近沉积到数百年历史的湖泊沉积物中提取的卵的与老化有关的 DNA 损伤。SE-CA 成功地确定了在液氮或-80°C条件下冷冻的单个卵的 DNA 损伤程度,以及漂白和历史卵龄造成的损伤。总之,我们的方案为评估休眠水蚤卵等沉积繁殖体的 DNA 损伤提供了一种经济有效的方法。更广泛地说,SE-CA 可用于在基因组测序前检测单个繁殖体的 DNA 完整性,或量化环境对天然沉积生物库的影响。
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引用次数: 0
Two TAL effectors of Xanthomonas citri pv. malvacearum target GhSWEET15 as the susceptibility genes for bacterial blight of cotton 柠檬黄单胞菌 (Xanthomonas citri pv. malvacearum) 的两个 TAL 效应器以 GhSWEET15 为目标,作为棉花细菌性枯萎病的易感基因
Pub Date : 2024-08-08 DOI: 10.1101/2024.08.06.606744
Syed Mashab Ali Shah, Fazal Haq, Kunxuan Huang, Qi Wang, Linlin Liu, Ying Li, Yong Wang, Asaf Khan, Ruihuan Yang, M. Khojasteh, Xiameng Xu, Zhengyin Xu, Gongyou Chen
Bacterial Blight of Cotton (BBC) caused by Xanthomonas citri pv. malvacearum (Xcm) is an important and destructive disease affecting cotton plants. Transcription activator-like effectors (TALEs) released by the pathogen regulate cotton resistance to the susceptibility. In this study, we sequenced the whole genome of Xcm Xss-V2-18 and identified eight tal genes; seven on the plasmids and one on the chromosome. Deletion and complementation experiments of Xss-V2-18 tal genes demonstrated that Tal1b is required for full virulence on cotton. Transcriptome profiling coupled with TALE-binding element prediction revealed that Tal1b targets GhSWEET15A04/D04 and GhSWEET15D02 simultaneously. Expression analysis confirmed the independent inducibility of GhSWEET15A04/D04 and GhSWEET15D02 by Tal1b, whereas GhSWEET15A04/D04 is additionally targeted by Tal1. Moreover, GUS (β-glucuronidase) and Xa10-mediated HR (hypersensitive response) assays indicated that the EBEs are required for the direct and specific activation of the candidate targets by Tal1 and Ta1b. These findings may advance our understanding of the dynamics between TALEs and EBEs, and decipher a simple and effective DNA-binding mechanism that could lead to the development of more efficient methods for gene editing and transgenic research.
由柠檬黄单胞菌(Xanthomonas citri pv. malvacearum,Xcm)引起的棉花细菌性疫病(Bacterial Blight of Cotton,BBC)是影响棉花植株的一种重要的破坏性病害。病原体释放的转录激活剂样效应子(TALEs)可调节棉花的抗病性和易感性。在这项研究中,我们对 Xcm Xss-V2-18 的全基因组进行了测序,发现了 8 个 tal 基因,其中 7 个在质粒上,1 个在染色体上。Xss-V2-18 tal 基因的缺失和互补实验表明,Tal1b 是棉花上完全毒力所必需的。转录组分析和 TALE 结合元件预测显示,Tal1b 同时以 GhSWEET15A04/D04 和 GhSWEET15D02 为靶标。表达分析证实了 Tal1b 对 GhSWEET15A04/D04 和 GhSWEET15D02 的独立诱导性,而 GhSWEET15A04/D04 则是 Tal1 的额外靶标。此外,GUS(β-葡糖醛酸酶)和 Xa10 介导的 HR(超敏反应)测定表明,Tal1 和 Ta1b 直接特异性激活候选靶标需要 EBE。这些发现可能会促进我们对 TALEs 和 EBEs 之间动态的了解,并破译一种简单有效的 DNA 结合机制,从而开发出更有效的基因编辑和转基因研究方法。
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引用次数: 0
Optics-free reconstruction of 2D images via DNA barcode proximity graphs 通过 DNA 条形码近似图无光学重建二维图像
Pub Date : 2024-08-08 DOI: 10.1101/2024.08.06.606834
Hanna Liao, Sanjay Kottapalli, Yuqi Huang, Matthew Chaw, Jase Gehring, Olivia Waltner, Melissa Phung-Rojas, R. Daza, Frederick A. Matsen, C. Trapnell, Jay Shendure, Sanjay R Srivatsan
Spatial genomic technologies include imaging- and sequencing-based methods (1–3). An emerging subcategory of sequencing-based methods relies on a surface coated with coordinate-associated DNA barcodes, which are leveraged to tag endogenous nucleic acids or cells in an overlaid tissue section (4–7). However, the physical registration of DNA barcodes to spatial coordinates is challenging, necessitating either high density printing of coordinate-specific oligonucleotides or in situ sequencing/probing of randomly deposited, oligonucleotide-bearing beads. As a consequence, the surface areas available to sequencing-based spatial genomic methods are constrained by the time, labor, cost, and instrumentation required to either print, synthesize or decode a coordinate-tagged surface. To address this challenge, we developed SCOPE (Spatial reConstruction via Oligonucleotide Proximity Encoding), an optics-free, DNA microscopy (8) inspired method. With SCOPE, the relative positions of randomly deposited beads on a 2D surface are inferred from the ex situ sequencing of chimeric molecules formed from diffusing “sender” and tethered “receiver” oligonucleotides. As a first proof-of-concept, we apply SCOPE to reconstruct an asymmetric “swoosh” shape resembling the Nike logo (16.75 × 9.25 mm). Next, we use a microarray printer to encode a “color” version of the Snellen eye chart for visual acuity (17.18 × 40.97 mm), and apply SCOPE to achieve optics-free reconstruction of individual letters. Although these are early demonstrations of the concept and much work remains to be done, we envision that the optics-free, sequencing-based quantitation of the molecular proximities of DNA barcodes will enable spatial genomics in constant experimental time, across fields of view and at resolutions that are determined by sequencing depth, bead size, and diffusion kinetics, rather than the limitations of optical instruments or microarray printers.
空间基因组技术包括基于成像和测序的方法(1-3)。基于测序方法的一个新兴子类别依赖于涂有坐标相关 DNA 条形码的表面,利用这些条形码标记覆盖组织切片中的内源性核酸或细胞(4-7)。然而,DNA 条形码与空间坐标的物理配准具有挑战性,需要高密度打印坐标特异性寡核苷酸,或对随机沉积的含有寡核苷酸的珠子进行原位测序/探针。因此,基于测序的空间基因组学方法可用的表面区域受到打印、合成或解码坐标标记表面所需的时间、人力、成本和仪器的限制。为了应对这一挑战,我们开发了 SCOPE(通过寡核苷酸邻近编码进行空间重构),这是一种受 DNA 显微镜(8)启发的无光学方法。利用 SCOPE,可以通过对扩散的 "发送者 "和系留的 "接收者 "寡核苷酸形成的嵌合分子进行原位测序,推断出二维表面上随机沉积的珠子的相对位置。作为第一个概念验证,我们应用 SCOPE 重建了一个类似耐克标志(16.75 × 9.25 毫米)的不对称 "咻 "形。接下来,我们使用微阵列打印机对 "彩色 "版的斯奈伦视力表(17.18 × 40.97 毫米)进行编码,并应用 SCOPE 实现单个字母的无光学重建。尽管这些只是对这一概念的早期演示,还有许多工作要做,但我们设想,基于无光学的测序对 DNA 条形码的分子邻近性进行定量,将能在恒定的实验时间内实现跨视场的空间基因组学,其分辨率由测序深度、珠子大小和扩散动力学决定,而不是受光学仪器或微阵列打印机的限制。
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引用次数: 0
Differential Contributions of CA3 and Entorhinal Cortex Inputs to Ripple Patterns in the Hippocampus Under Cannabidiol 大麻二酚作用下 CA3 和内皮层输入对海马波纹模式的不同贡献
Pub Date : 2024-08-08 DOI: 10.1101/2024.08.06.606645
Adrian Aleman-Zapata, Melisa Maidana Capitan, Anumita Samanta, Pelin Özsezer, K. Agarwal, Tugdual Adam, Abdelrahman Rayan, Lisa Genzel
Cannabidiol (CBD), increasingly recognized for its potential to treat insomnia, notably extends NonREM sleep phases and modifies sleep-associated ripple dynamics. Utilizing a threshold-based approach, our study differentiated distinct ripple types in rats, clarifying the contributions of intra-hippocampal (CA3) and cortical (mEC) regions to these events. The findings reveal that CBD primarily influences the CA3’s input to the CA1, resulting in an increased occurrence of short ripples predominantly induced by cortical (mEC) activity and a corresponding decrease in long, intra-hippocampal sharp-wave-ripples. This study highlights the critical interplay between the CA3 and entorhinal cortex dynamics in shaping the characteristics of hippocampal ripples under the influence of CBD.
大麻二酚(CBD)因其治疗失眠症的潜力而日益得到认可,它能明显延长非快速眼动睡眠期并改变与睡眠相关的波纹动态。利用基于阈值的方法,我们的研究区分了大鼠不同的波纹类型,明确了海马内(CA3)和皮质(mEC)区域对这些事件的贡献。研究结果表明,CBD 主要影响 CA3 对 CA1 的输入,导致主要由皮质(mEC)活动诱发的短波纹发生率增加,而海马内尖波波纹的发生率相应减少。这项研究强调了在 CBD 的影响下,CA3 和内视网膜皮层动力学在塑造海马波纹特征方面的关键相互作用。
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引用次数: 0
Therapeutic potential of red blood cell-derived extracellular vesicles in reducing neuroinflammation and protecting against retinal degeneration 红细胞衍生细胞外囊泡在减轻神经炎症和防止视网膜变性方面的治疗潜力
Pub Date : 2024-08-08 DOI: 10.1101/2024.08.06.606930
Rakshanya Sekar, Adrian V. Cioanca, Yilei (Evelyn) Yang, K. S. Kamath, Luke Carroll, Riccardo Natoli, Yvette Wooff
Neuroinflammation is a pathological process mediated through immune cell activation and pro-inflammatory cytokine release, resulting in neuronal cell death. In the central nervous system (CNS), neuroinflammation is a characteristic feature underlying the onset and progression of retinal and neurodegenerative diseases. Targeting neuroinflammation to reduce neuronal cell death and protect against visual and cognitive declines is therefore a key therapeutic strategy. However, due to the complex and multi-faceted nature of these diseases, to date there has been little therapeutic success with single target approaches insufficient to tackle widespread and multi-pathway inflammatory cascades. Furthermore, as the retina and brain reside within immune-privileged environments, a major challenge in treating these diseases is producing and delivering a therapeutic that, in itself, does not exacerbate inflammation. Extracellular vesicles (EV), derived from red blood cells (RBC EV), present a promising solution to overcome these hurdles, due to their innate ability to cross blood-tissue barriers, biocompatible nature, and their broad anti-inflammatory properties to modulate complex neuroinflammatory pathways. This study therefore investigated the therapeutic potential of RBC EV in mediating neuroinflammation using an in-vivo photo-oxidative damage model of retinal degeneration as a model for CNS neuroinflammation. In this work, we developed a novel incubation pipeline using N1 medium supplement and superoxide dismutase (SOD) supplementation to promote the production of safe, neuroprotective, and anti-inflammatory RBC EV. Delivery of RBC EV in vivo, was shown to be safe with strong penetration across all retinal layers. Further, therapeutic administration of RBC EV via local intravitreal injection significantly reduced inflammation and cell death and preserved retinal function. Notably, strong safety and therapeutic efficacy was also demonstrated in the retina following systemic (intraperitoneal) administration, highlighting a potential game-changing approach for less-invasive therapeutic delivery to the CNS. Finally, multi-omic analyses and in vitro findings supported an anti-inflammatory mechanism-of-action, with RBC EV modulating pro-inflammatory cytokine release, including those known to be involved in the pathogenesis of retinal and neurodegenerative diseases. Taken together, these findings highlight the broad applicability of RBC EV in treating neuroinflammation in the CNS, presenting a scalable and effective treatment approach for these currently untreatable diseases.
神经炎症是通过免疫细胞激活和促炎细胞因子释放介导的病理过程,导致神经细胞死亡。在中枢神经系统(CNS)中,神经炎症是视网膜和神经退行性疾病发病和发展的一个特征。因此,以神经炎症为靶点,减少神经元细胞死亡,防止视觉和认知能力下降,是一项关键的治疗策略。然而,由于这些疾病的复杂性和多面性,迄今为止,单一靶点方法不足以解决广泛和多途径的炎症级联,治疗效果甚微。此外,由于视网膜和大脑处于免疫优势环境中,治疗这些疾病的一个主要挑战是生产和提供一种本身不会加剧炎症的疗法。从红细胞(RBC EV)中提取的细胞外囊泡(EV)是克服这些障碍的一个很有前景的解决方案,因为它们具有天生的穿越血液-组织屏障的能力、生物相容性以及广泛的抗炎特性,可以调节复杂的神经炎症通路。因此,本研究利用视网膜变性的体内光氧化损伤模型作为中枢神经系统神经炎症的模型,研究了 RBC EV 在介导神经炎症方面的治疗潜力。在这项工作中,我们利用 N1 培养基补充剂和超氧化物歧化酶(SOD)补充剂开发了一种新型孵育管道,以促进安全、神经保护性和抗炎性 RBC EV 的产生。研究表明,RBC EV 在体内的输送是安全的,并能在视网膜各层牢固渗透。此外,通过局部玻璃体内注射 RBC EV 治疗用药可显著减少炎症和细胞死亡,保护视网膜功能。值得注意的是,全身(腹膜内)给药后在视网膜上也显示出很强的安全性和疗效,这突显了一种潜在的改变游戏规则的方法,即向中枢神经系统提供微创治疗。最后,多组学分析和体外研究结果支持抗炎作用机制,RBC EV 可调节促炎细胞因子的释放,包括那些已知参与视网膜和神经退行性疾病发病机制的细胞因子。综上所述,这些研究结果凸显了 RBC EV 在治疗中枢神经系统神经炎症方面的广泛适用性,为这些目前无法治疗的疾病提供了一种可扩展的有效治疗方法。
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引用次数: 0
Genomic sequencing to detect cross-breeding quality in dogs: an example studying disorders in sexual development 基因组测序检测狗的杂交质量:研究性发育障碍的一个实例
Pub Date : 2024-08-08 DOI: 10.1101/2024.08.07.606952
Luciana de Gennaro, Matteo Burgio, G. Lacalandra, Francesco Petronella, Alberto L’Abbate, Francesco Ravasini, B. Trombetta, Annalisa Rizzo, Mario Ventura, Vincenzo Cicirelli
Background Disorders of Sexual Development (DSD) in dogs, similar to humans, arise from irregularities in genetic determinants, gonadal differentiation, or phenotypic sex development. The French Bulldog, a breed that has seen a surge in popularity and demand, has also shown a marked increase in DSD incidence. This study aims to characterize the genetic underpinnings of DSD in a French Bulldog named Brutus, exhibiting ambiguous genitalia and internal sexual anatomy, and to explore the impact of breeding practices on genetic diversity within the breed. Methods We utilized a comprehensive approach combining conventional cytogenetics, molecular techniques, and deep sequencing to investigate the genetic profile of Brutus. The sequence data were compared to three other male French Bulldogs genome sequences with typical reproductive anatomy, including Brutus’s father, and the canine reference genome (CanFam6). Findings Our findings revealed a 22% mosaicism (78, XX/77, XX), the absence of the SRY gene, and the presence of 43 unique Single Nucleotide Variants (SNVs) not inherited from the father. Notably, the Run of Homozygosity (ROH) analysis showed Brutus has a significantly higher number of homozygous segments compared to other Bulldogs, with a total length of these fragments 50% greater than the average, strongly suggesting this dog is the product of the mating between siblings. While no direct causative genes for the DSD phenotype were identified four candidate loci warranting further investigation were highlighted. Conclusions Our study highlighted the need for a better annotated and curated reference dog genome to define genes causative of any specific phenotype, suggests a potential genetic basis for the DSD phenotype in dogs, and underscores the consequences of uncontrolled breeding practices in French Bulldogs. These findings highlight the importance of implementing strategic genetic management to preserve genetic health and diversity in canine populations.
背景 狗的性发育障碍(DSD)与人类类似,都是由遗传决定因素、性腺分化或表型性发育不正常引起的。法国斗牛犬作为一种受欢迎程度和需求量激增的犬种,DSD发病率也明显增加。本研究旨在描述一只名为 "Brutus "的法国斗牛犬DSD的遗传基础,该犬的生殖器和内部性解剖结构模糊不清,本研究还旨在探讨育种方法对该犬种遗传多样性的影响。方法 我们采用传统细胞遗传学、分子技术和深度测序相结合的综合方法来研究 Brutus 的遗传特征。我们将序列数据与其他三个具有典型生殖解剖结构的雄性法国斗牛犬基因组序列(包括 Brutus 的父亲)以及犬类参考基因组 (CanFam6) 进行了比较。研究结果 我们的研究结果表明,Brutus 的基因组嵌合率为 22%(78, XX/77, XX),缺少 SRY 基因,而且存在 43 个独特的单核苷酸变异 (SNV),这些变异不是从父亲那里遗传来的。值得注意的是,同源性分析(ROH)显示,与其他斗牛犬相比,Brutus 的同源性片段数量明显较多,这些片段的总长度比平均值高出 50%,这有力地证明了该犬是兄弟姐妹间交配的产物。虽然没有发现 DSD 表型的直接致病基因,但强调了四个值得进一步研究的候选基因位点。结论 我们的研究强调了对参考犬基因组进行更好的注释和编辑以确定任何特定表型的致病基因的必要性,提出了犬 DSD 表型的潜在遗传基础,并强调了法国斗牛犬无节制繁殖的后果。这些发现强调了实施战略性遗传管理以保护犬类遗传健康和多样性的重要性。
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引用次数: 0
Engineering synthetic agonists for targeted activation of Notch signaling 设计合成激动剂,定向激活 Notch 信号
Pub Date : 2024-08-08 DOI: 10.1101/2024.08.06.606897
David H. Perez, Daniel Antfolk, Elliot Medina, David Gonzalez-Perez, Vincent C. Luca
Notch signaling regulates cell fate decisions and has context-dependent tumorigenic or tumor suppressor functions. Although several Notch inhibitors are under development as cancer therapies, the mechanical force requirement for Notch receptor activation has hindered attempts to generate soluble agonists. To address this problem, we engineered synthetic Notch agonist (SNAG) proteins that mimic the tension-generating mechanism of endogenous ligands. SNAGs were designed by fusing a high-affinity variant of the Notch ligand Delta-like 4 (DLL4) to antibody fragments that induce target internalization. This bispecific format enables the SNAG-bound biomarkers to “pull” on Notch receptors, triggering Notch activation in mixed populations of biomarker-expressing and non-expressing cells. SNAGs targeting the immune checkpoint PDL1 potently activated Notch in co-cultures of Notch1-and PDL1-expressing cells, but not in monocultures of Notch1-expressing cells alone. Additional SNAGs targeting the tumor antigens CD19 and HER2 also activated Notch in mixed cell populations, indicating that the SNAG design concept is adaptable to multiple biomarkers. SNAG-mediated Notch activation was blocked by a dynamin inhibitor, and efficacy increased dramatically when SNAGs were dimerized via fusion to antibody Fc domains, suggesting that endocytosis and multimerization are important for optimal SNAG function. These insights will greatly expand our ability to modulate Notch signaling for applications in immunotherapy and regenerative medicine.
Notch信号调节细胞命运的决定,并具有依赖环境的致瘤或抑瘤功能。虽然有几种 Notch 抑制剂正被开发为癌症疗法,但 Notch 受体激活所需的机械力阻碍了生成可溶性激动剂的尝试。为了解决这个问题,我们设计了合成 Notch 激动剂(SNAG)蛋白,模拟内源性配体的张力产生机制。SNAG 蛋白是通过将 Notch 配体 Delta-like 4 (DLL4) 的高亲和力变体与诱导目标内化的抗体片段融合而设计的。这种双特异性形式使与 SNAG 结合的生物标记物能够 "牵引 "Notch 受体,在表达生物标记物和不表达生物标记物的混合细胞群中触发 Notch 激活。靶向免疫检查点 PDL1 的 SNAGs 在 Notch1 和 PDL1 表达细胞的共同培养物中能有效激活 Notch,但在单独的 Notch1 表达细胞的单培养物中则不起作用。其他靶向肿瘤抗原 CD19 和 HER2 的 SNAG 也能在混合细胞群中激活 Notch,这表明 SNAG 的设计理念可适用于多种生物标记物。SNAG介导的Notch活化被一种达纳敏抑制剂阻断,当SNAG通过与抗体Fc结构域融合而二聚化时,其功效显著增加,这表明内吞和多聚化对SNAG的最佳功能非常重要。这些见解将大大提高我们调节Notch信号的能力,从而应用于免疫疗法和再生医学。
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引用次数: 0
A sticky Poisson Hidden Markov Model for spike data 用于尖峰数据的粘性泊松隐马尔可夫模型
Pub Date : 2024-08-08 DOI: 10.1101/2024.08.07.606969
Tianshu Li, Giancarlo La Camera
Fitting a hidden Markov Model (HMM) to neural data is a powerful method to segment a spatiotemporal stream of neural activity into sequences of discrete hidden states. Application of HMM has allowed to uncover hidden states and signatures of neural dynamics that seem relevant for sensory and cognitive processes. This has been accomplished especially in datasets comprising ensembles of simultaneously recorded cortical spike trains. However, the HMM analysis of spike data is involved and requires a careful handling of model selection. Two main issues are: (i) the cross-validated likelihood function typically increases with the number of hidden states; (ii) decoding the data with an HMM can lead to very rapid state switching due to fast oscillations in state probabilities. The first problem is related to the phenomenon of over-segmentation and leads to overfitting. The second problem is at odds with the empirical fact that hidden states in cortex tend to last from hundred of milliseconds to seconds. Here, we show that we can alleviate both problems by regularizing a Poisson-HMM during training so as to enforce large self-transition probabilities. We call this algorithm the ‘sticky Poisson-HMM’ (sPHMM). When used to-gether with the Bayesian Information Criterion for model selection, the sPHMM successfully eliminates rapid state switching, outperforming an alternative strategy based on an HMM with a large prior on the self-transition probabilities. The sPHMM also captures the ground truth in surrogate datasets built to resemble the statistical properties of the experimental data.
将隐马尔可夫模型(HMM)拟合到神经数据是一种强大的方法,可将神经活动的时空流分割为离散的隐状态序列。应用隐马尔可夫模型可以发现与感觉和认知过程相关的神经动态的隐藏状态和特征。特别是在由同时记录的大脑皮层尖峰列车集合组成的数据集中,这一目标已经实现。然而,对尖峰数据进行 HMM 分析是一项复杂的工作,需要对模型选择进行仔细处理。两个主要问题是(i) 交叉验证似然函数通常会随着隐藏状态数量的增加而增加;(ii) 由于状态概率的快速振荡,使用 HMM 解码数据可能会导致非常快速的状态切换。第一个问题与过度分割现象有关,会导致过度拟合。第二个问题与经验事实不符,皮层中的隐藏状态往往持续数百毫秒到数秒不等。在这里,我们展示了可以通过在训练过程中对泊松-HMM 进行正则化来缓解这两个问题,从而执行较大的自过渡概率。我们称这种算法为 "粘性泊松-HMM"(sPHMM)。当与贝叶斯信息准则(Bayesian Information Criterion)一起用于模型选择时,sPHMM 成功地消除了快速状态切换,优于基于具有较大自过渡概率先验的 HMM 的替代策略。sPHMM 还能捕捉到代用数据集中的基本事实,这些数据集的建立与实验数据的统计特性相似。
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引用次数: 0
Genomic data reveal a north-south split and introgression history of blood fluke (Schistosoma haematobium) populations from across Africa 基因组数据揭示了整个非洲血吸虫种群的南北分裂和引入史
Pub Date : 2024-08-08 DOI: 10.1101/2024.08.06.606828
R. N. Platt, Egie E. Enabulele, Ehizogie Adeyemi, Marian O Agbugui, OG Ajakaye, E. C. Amaechi, Chika E Ejikeugwu, Christopher Igbeneghu, V. Njom, Precious Dlamini, Grace-Ann Arya, Robbie Diaz, M. Rabone, F. Allan, Bonnie Webster, A. Emery, David Rollinson, Timothy J.C. Anderson
The human parasitic fluke, Schistosoma haematobium hybridizes with the livestock parasite S. bovis in the laboratory, but the extent of hybridization in nature is unclear. We analyzed 34.6 million single nucleotide variants in 162 samples from 18 African countries, revealing a sharp genetic discontinuity between northern and southern S. haematobium. We found no evidence for recent hybridization. Instead the data reveal admixture events that occurred 257-879 generations ago in northern S. haematobium populations. Fifteen introgressed S. bovis genes are approaching fixation in northern S. haematobium with four genes potentially driving adaptation. We identified 19 regions that were resistant to introgression; these were enriched on the sex chromosomes. These results (i) demonstrate strong barriers to gene flow between these species, (ii) indicate that hybridization may be less common than currently envisaged, but (iii) reveal profound genomic consequences of interspecific hybridization between schistosomes of medical and veterinary importance.
人类寄生吸虫血吸虫在实验室中与家畜寄生虫牛血吸虫杂交,但在自然界中的杂交程度尚不清楚。我们分析了来自 18 个非洲国家 162 个样本中的 3460 万个单核苷酸变体,发现血吸虫在北方和南方之间存在明显的遗传不连续性。我们没有发现近期杂交的证据。相反,这些数据揭示了发生在北方血吸虫种群 257-879 代之前的混杂事件。在北方血吸虫种群中,15 个引入的 S. bovis 基因正接近固定,其中 4 个基因可能会导致适应。我们发现了 19 个抗导入的区域;这些区域富集在性染色体上。这些结果(i)显示了这些物种之间基因流动的强大障碍,(ii)表明杂交可能没有目前设想的那么普遍,但(iii)揭示了具有医学和兽医学重要性的血吸虫种间杂交的深刻基因组后果。
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引用次数: 0
Phlorotannin rich Ascophyllum nodosum seaweed extract inhibits influenza infection 富含叶绿素的 Ascophyllum nodosum 海藻提取物可抑制流感感染
Pub Date : 2024-08-08 DOI: 10.1101/2024.08.08.606782
D. F. Mega, Parul Sharma, Anja Kipar, U. Hetzel, Chloe Bramwell, Alan Merritt, Samuel Wright, Chris Plummer, R. Urbanowicz, James P. Stewart
Seaweed derived compounds are a renewable resource utilised in the manufacturing and food industry. This study focuses on an Enriched seaweed extract (ESE) isolated from Ascophyllum nodosum. ESE was screened for antiviral activity by plaque reduction assays against influenza A viruses (IAV) H1N1 and H3N2 subtypes. Time of addition assays and FACS analysis were used to help determine the modes of action. The therapeutic potential of ESE was then explored using differentiated human bronchiole epithelial cells at the air liquid interphase and a murine model challenged with IAV. The data indicates ESE primarily interacts directly with virions, preventing virus cell binding. Interestingly, ESE also inhibits early and late stage of the influenza A lifecycle when treatment occurs after cell binding. This inhibitory effect appears to prevent internalisation of virus and release of progeny virus by targeting neuraminidase activity. Intranasal administration of ESE in mice infected with IAV reduced viral load in lung tissue. ESE may be a promising broad acting antiviral agent in the treatment of influenza infections.
海藻提取物是一种可再生资源,可用于制造业和食品工业。本研究的重点是从 Ascophyllum nodosum 中分离出的一种富集海藻提取物(ESE)。ESE 通过斑块还原试验对甲型流感病毒(IAV)H1N1 和 H3N2 亚型进行了抗病毒活性筛选。添加时间测定和 FACS 分析用于帮助确定作用模式。然后,利用处于气液间期的分化人支气管上皮细胞和受到 IAV 病毒挑战的小鼠模型,探讨了 ESE 的治疗潜力。数据显示,ESE 主要与病毒直接相互作用,阻止病毒与细胞结合。有趣的是,在细胞结合后进行处理时,ESE 还能抑制甲型流感生命周期的早期和晚期阶段。这种抑制作用似乎是通过靶向神经氨酸酶的活性来阻止病毒内化和后代病毒的释放。对感染 IAV 的小鼠进行 ESE 鼻内给药可减少肺组织中的病毒载量。ESE 可能是治疗流感感染的一种前景广阔的广谱抗病毒药物。
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引用次数: 0
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