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The yeast ribosomal protein Rpl1b is not required for respiration 酵母核糖体蛋白Rpl1b不是呼吸所必需的
Pub Date : 2023-11-14 DOI: 10.1101/2023.11.13.566921
Bruce Futcher
Previously, Segev and Gerst found that mutants in any of the four ribosomal protein genes rpl1b, rpl2b, rps11a, or rps26b had a petite phenotype, i.e., the mutants were deficient in respiration. Strikingly, mutants of their paralogs rpl1a, rpl2a, rps11b, and rps26a were grande, i.e., competent for respiration. It is remarkable that these paralogs should have opposite phenotypes, because three of the paralog pairs (Rpl1a/Rpl1b, Rpl2a/Rpl2b, Rps11a/Rps11b) are 100% identical to each other in amino acid sequence, while Rps26a and Rps26b differ in 2 amino acids out of 119. However, while attempting to use this paralog specific petite phenotype in an unrelated experiment, I found that the rpl1b, rpl2b, rps11a, and rps26b deletion mutants are competent for respiration, contrary to Segev and Gerst.
此前,Segev和Gerst发现,在四个核糖体蛋白基因rpl1b、rpl2b、rps11a和rps26b中,任何一个突变体都具有微小的表型,即突变体缺乏呼吸。引人注目的是,它们的近亲rpl1a、rpl2a、rps11b和rps26a的突变体是大的,即具有呼吸能力。值得注意的是,这些平行物应该具有相反的表型,因为三个平行物对(Rpl1a/Rpl1b, Rpl2a/Rpl2b, Rps11a/Rps11b)在氨基酸序列上100%相同,而Rps26a和Rps26b在119个氨基酸中有2个氨基酸不同。然而,当我试图在一个不相关的实验中使用这种类似的特异性娇小表型时,我发现rpl1b、rpl2b、rps11a和rps26b缺失突变体具有呼吸能力,这与Segev和Gerst相反。
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引用次数: 0
The cell cycle controls spindle architecture in Arabidopsis by modulating the augmin pathway 细胞周期通过调节augmin通路控制拟南芥的纺锤体结构
Pub Date : 2023-11-14 DOI: 10.1101/2023.11.14.567058
Mariana Romeiro Motta, Francois Nedelec, Elke Woelken, Helen Saville, Claire Jacquerie, Martine Pastuglia, Sara Christina Stolze, Eveline Van De Slijke, Poyu Chen, Lev Boettger, Katia Belcram, Hirofumi Nakagami, Geert De Jaeger, David Bouchez, Arp Schnittger
To ensure an even segregation of chromosomes during somatic cell division, eukaryotes rely on specific microtubule structures called mitotic spindles. There are, however, striking differences in overall spindle organization among eukaryotic super groups, and in particular little is known about how spindle architecture is determined in plants. As a foundation for our work, we have measured prime characteristics of Arabidopsis mitotic spindles and built a three-dimensional dynamic model of the Arabidopsis mitotic spindle using Cytosim. Next, we identified the cell-cycle regulator CYCLIN-DEPENDENT KINASE B1 (CDKB1) together with its cyclin partner CYCB3;1 as key regulators of spindle shape and organization in Arabidopsis. Loss of CDKB1 function resulted in a high number of astral microtubules that are normally absent from plant spindles, as opposed to animal ones. We identified an augmin complex member, ENDOSPERM DEFECTIVE1 (EDE1), as a substrate of the CDKB1;1-CYCB3;1 complex. A non-phosphorylatable mutant of EDE1 displayed spindles with extended pole-to-pole distance, resembling the phenotypes of cycb3;1 and cdkb1 mutants. Moreover, we found that the mutated EDE1 version associated less efficiently with spindle microtubules. Consistently, reducing the level of augmin in Cytosim simulations largely recapitulated the spindle phenotypes observed in cycb3;1 and cdkb1 mutants. Our results emphasize the importance of cell cycle-dependent phospho-control of the mitotic spindle in plant cells. They also support the validity of our computational model as a framework for the exploration of mechanisms controlling the organization of the spindle in plants and in other species.
为了确保体细胞分裂过程中染色体的均匀分离,真核生物依赖于称为有丝分裂纺锤体的特定微管结构。然而,真核超群中纺锤体的整体结构存在显著差异,特别是关于植物中纺锤体结构是如何确定的知之甚少。作为本研究的基础,我们测量了拟南芥有丝分裂纺锤体的基本特征,并利用Cytosim建立了拟南芥有丝分裂纺锤体的三维动态模型。接下来,我们确定了细胞周期调节因子cyclin - dependent KINASE B1 (CDKB1)及其周期蛋白伙伴CYCB3;1是拟南芥纺锤体形状和组织的关键调节因子。CDKB1功能的缺失导致植物纺锤体中大量星体微管的缺失,而动物纺锤体中通常没有星体微管。我们发现了一个augmin复合物成员,ENDOSPERM DEFECTIVE1 (EDE1),作为CDKB1 - cycb3 - 1复合物的底物。EDE1的非磷酸化突变体显示出具有延长的极对极距离的纺锤体,类似于cycb3;1和cdkb1突变体的表型。此外,我们发现突变的EDE1版本与纺锤体微管的关联效率较低。一致地,在Cytosim模拟中降低augmin水平在很大程度上再现了在cycb3;1和cdkb1突变体中观察到的纺锤体表型。我们的研究结果强调了植物细胞有丝分裂纺锤体的细胞周期依赖性磷酸化控制的重要性。它们还支持我们的计算模型作为探索控制植物和其他物种纺锤体组织机制的框架的有效性。
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引用次数: 0
Evidence that variation in root anatomy contributes to local adaptation in Mexican native maize 证据表明,根解剖结构的变异有助于墨西哥本土玉米的地方适应性
Pub Date : 2023-11-14 DOI: 10.1101/2023.11.14.567017
Chloee McLaughlin, Meng Li, Melanie Perryman, Adrien Heymans, Hannah Schneider, Jesse Lasky, Ruairidh Sawers
Mexican native maize (Zea mays ssp. mays) is adapted to a wide range of climatic and edaphic conditions. Here, we focus specifically on the potential role of root anatomical variation in this adaptation. In light of the investment required to characterize root anatomy, we present a machine learning approach using environmental descriptors to project trait variation from a relatively small training panel onto a larger panel of genotyped and georeferenced Mexican maize accessions. The resulting models defined potential biologically relevant clines across a complex environment and were used subsequently in genotype-environment association. We found evidence of systematic variation in maize root anatomy across Mexico, notably a prevalence of trait combinations favoring a reduction in axial conductance in cooler, drier highland areas. We discuss our results in the context of previously described water-banking strategies and present candidate genes that are associated with both root anatomical and environmental variation. Our strategy is a refinement of standard environmental genome wide association analysis that is applicable whenever a training set of georeferenced phenotypic data is available.
墨西哥本土玉米(玉米)。它能适应各种气候和地理条件。在这里,我们特别关注根解剖变异在这种适应中的潜在作用。鉴于表征根解剖结构所需的投资,我们提出了一种使用环境描述符的机器学习方法,将相对较小的训练面板的性状变化投影到更大的基因型和地理参考墨西哥玉米材料面板上。由此产生的模型定义了复杂环境中潜在的生物学相关曲线,并随后用于基因型-环境关联。我们在墨西哥各地发现了玉米根系解剖结构系统性变异的证据,特别是在凉爽、干燥的高原地区,倾向于轴导降低的性状组合普遍存在。我们在之前描述的水银行策略和目前与根解剖和环境变异相关的候选基因的背景下讨论我们的结果。我们的策略是对标准环境基因组全关联分析的改进,适用于任何可获得地理参考表型数据的训练集。
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引用次数: 0
A single-cell atlas of transcribed cis-regulatory elements in the human genome 人类基因组中转录的顺式调控元件的单细胞图谱
Pub Date : 2023-11-14 DOI: 10.1101/2023.11.13.566791
Jonathan Moody, Tsukasa Kouno, Miki Kojima, Ikuko Koya, Julio Leon, Akari Suzuki, Akira Hasegawa, Taishin Akiyama, Nobuko Akiyama, Masayuki Amagai, Jen-Chien Chang, Ayano Fukushima-Nomura, Mika Handa, Kazunori Hino, Mizuki Hino, Tomoko Hirata, Yuuki Imai, Kazunori Inoue, Hiroshi Kawasaki, Toshihiro Kimura, Tomofumi Kinoshita, Ken-ichiro Kubo, Yasuto Kunii, Fernando Lopez-Redondo, Ri-ichiroh Manabe, Tomohiro Miyai, Satoru Morimoto, Atsuko Nagaoka, Jun Nakajima, Shohei Noma, Yasushi Okazaki, Kokoro Ozaki, Noritaka Saeki, Hiroshi Sakai, Kuniaki Seyama, Youtaro Shibayama, Tomohisa Sujino, Michihira Tagami, Hayato Takahashi, Masaki Takao, Masaru Takeshita, Tsuyoshi Takiuchi, Chikashi Terao, Chi Wai Yip, Satoshi Yoshinaga, Hideyuki Okano, Kazuhiko Yamamoto, Takeya Kasukawa, Yoshinari Ando, Piero Carninci, Jay W. Shin, Chung-Chau Hon
Transcribed cis-regulatory elements (tCREs), such as promoters and enhancers, are fundamental to modulate gene expression and define cell identity. The detailed mapping of tCREs at single-cell resolution is essential for understanding the regulatory mechanisms that govern cellular functions. Prior tCRE catalogs, limited by bulk analysis, have often overlooked cellular heterogeneity. We have constructed a tCRE atlas using single-cell 5-RNA-seq, capturing over 340,000 single-cells from 23 human tissues and annotating more than 175,000 tCREs, substantially enhancing the scope and granularity of existing cis-regulatory element annotations in the human genome. This atlas unveils patterns of gene regulation, revealing connections between broadly expressed promoters and cell type-specific distal tCREs. Assessing trait heritability at single-cell resolution with a novel tCRE module-based approach, we uncovered the nuanced trait-gene regulatory relationships across a continuum of cell populations, offering insights beyond traditional gene-level and bulk-sample analyses. Our study bridges the gap between gene regulation and trait heritability, underscoring the potential of single-cell analysis to elucidate the genetic foundations of complex traits. These insights set the stage for future research to investigate the impact of genetic variations on diseases at the individual level, advancing the understanding of cellular and molecular basis of trait heritability.
转录的顺式调控元件(tCREs),如启动子和增强子,是调节基因表达和定义细胞身份的基础。单细胞分辨率下tCREs的详细图谱对于理解控制细胞功能的调控机制至关重要。先前的tCRE目录,受限于批量分析,往往忽略了细胞异质性。我们利用单细胞5-RNA-seq技术构建了tCRE图谱,从23个人体组织中捕获了超过34万个单细胞,并注释了超过17.5万个tCREs,大大提高了人类基因组中现有顺式调控元件注释的范围和粒度。该图谱揭示了基因调控模式,揭示了广泛表达的启动子与细胞类型特异性远端tCREs之间的联系。我们利用一种新颖的基于tCRE模块的方法在单细胞分辨率下评估性状遗传力,揭示了细胞群体连续体中细微的性状-基因调控关系,提供了超越传统基因水平和大样本分析的见解。我们的研究弥补了基因调控和性状遗传力之间的差距,强调了单细胞分析在阐明复杂性状遗传基础方面的潜力。这些见解为未来在个体水平上研究遗传变异对疾病的影响奠定了基础,促进了对性状遗传的细胞和分子基础的理解。
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引用次数: 0
tRNA modification enzyme-dependent redox homeostasis regulates synapse formation and memory tRNA修饰酶依赖的氧化还原稳态调节突触的形成和记忆
Pub Date : 2023-11-14 DOI: 10.1101/2023.11.14.566895
Kimberly R Madhwani, Shanzeh Sayied, Carlson H Ogata, Caley A Hogan, Jenna M Lentini, Moushami Mallik, Jennifer L Dumouchel, Erik Storkebaum, Dragony Fu, Kate M. O'Connor-Giles
Post-transcriptional modification of RNA regulates gene expression at multiple levels. ALKBH8 is a tRNA modifying enzyme that methylates wobble uridines in specific tRNAs to modulate translation. Through methylation of tRNA-selenocysteine, ALKBH8 promotes selenoprotein synthesis and regulates redox homeostasis. Pathogenic variants in ALKBH8 have been linked to intellectual disability disorders in the human population, but the role of ALKBH8 in the nervous system is unknown. Through in vivo studies in Drosophila, we show that ALKBH8 controls oxidative stress in the brain to restrain synaptic growth and support learning and memory. ALKBH8 null animals lack wobble uridine methylation and exhibit a global reduction in protein synthesis, including a specific decrease in selenoprotein levels. Loss of ALKBH8 or independent disruption of selenoprotein synthesis results in ectopic synapse formation. Genetic expression of antioxidant enzymes fully suppresses synaptic overgrowth in ALKBH8 null animals, confirming oxidative stress as the underlying cause of dysregulation. ALKBH8 animals also exhibit associative learning and memory impairments that are reversed by pharmacological antioxidant treatment. Together, these findings demonstrate the critical role of tRNA modification in redox homeostasis in the nervous system and reveal antioxidants as a potential therapy for ALKBH8-associated intellectual disability.
RNA的转录后修饰在多个水平上调控基因表达。ALKBH8是一种tRNA修饰酶,可甲基化特定tRNA中的摇摆尿苷以调节翻译。ALKBH8通过trna -硒半胱氨酸甲基化,促进硒蛋白合成并调节氧化还原稳态。ALKBH8的致病变异与人类智力障碍有关,但ALKBH8在神经系统中的作用尚不清楚。通过对果蝇的体内研究,我们发现ALKBH8可以控制大脑中的氧化应激,从而抑制突触生长,支持学习和记忆。ALKBH8缺失的动物缺乏不稳定的尿嘧啶甲基化,并表现出蛋白质合成的整体减少,包括硒蛋白水平的特异性降低。ALKBH8的缺失或硒蛋白合成的独立中断导致异位突触的形成。在ALKBH8缺失的动物中,抗氧化酶的遗传表达完全抑制突触过度生长,证实氧化应激是失调的潜在原因。ALKBH8动物也表现出通过抗氧化药物治疗逆转的联想学习和记忆障碍。总之,这些发现证明了tRNA修饰在神经系统氧化还原稳态中的关键作用,并揭示了抗氧化剂作为alkbh8相关智力残疾的潜在治疗方法。
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引用次数: 0
Diurnal rhythm causes metabolic crises in the cyanobacterial mutants of c-di-AMP signalling cascade 昼夜节律引起c-二- amp信号级联蓝藻突变体的代谢危机
Pub Date : 2023-11-14 DOI: 10.1101/2023.11.14.567006
Michael Haffner, Oliver Mantovani, Philipp Spaet, Boris Macek, Martin Hagemann, Karl Forchhammer, Khaled A. Selim
In nature, the photoautotrophic lifestyle of cyanobacteria has to cope with the successive diurnal changes in light supply. Light supply throughout the day enables photosynthesis and glycogen biosynthesis, while night phases require the switch to a heterotrophic-like lifestyle relying on glycogen catabolism. We previously highlighted a unique function of the carbon control protein, SbtB, and its effector molecule c-di-AMP, for the nighttime survival of cyanobacteria through the regulation of glycogen anabolism. However, the extent to which c-di-AMP and SbtB impact the cellular metabolism for day-night survivability remained elusive. To gain better understanding of cellular processes regulated by SbtB or c-di-AMP, we compared the metabolomic and proteomic landscapes of ΔsbtB and the c-di-AMP-free (ΔdacA) mutants of the model strain Synechocystis sp. PCC 6803. While our results indicate that the cellular role of SbtB is restricted to carbon/glycogen metabolism, the diurnal lethality of ΔdacA seems to be a sum of dysregulation of multiple metabolic processes. These processes include photosynthesis and redox regulation, which lead to elevated levels of intracellular ROS and glutathione. Further, we show an impact of c-di-AMP on central carbon as well as on nitrogen metabolism. Effects on nitrogen metabolism are linked to reduced levels of the global nitrogen transcription regulator NtcA and highlighted by an imbalance of the glutamine to glutamate ratio as well as reduced metabolite levels of the arginine pathway. We further identified the HCO3- uptake systems, BicA and BCT1 as novel SbtB targets, in agreement with its broader role in regulating carbon homeostasis.
在自然界中,蓝藻的光自养生活方式必须应对连续的昼夜变化的光供应。白天的光线供应使光合作用和糖原生物合成成为可能,而夜间则需要切换到依赖糖原分解代谢的异养生活方式。我们之前强调了碳控制蛋白SbtB及其效应分子c-di-AMP的独特功能,通过调节糖原合成代谢来调节蓝藻的夜间生存。然而,c-di-AMP和SbtB在多大程度上影响昼夜生存能力的细胞代谢仍然是难以捉摸的。为了更好地了解SbtB或c-di-AMP调控的细胞过程,我们比较了模型菌株Synechocystis sp. PCC 6803 ΔsbtB和不含c-di-AMP (ΔdacA)突变体的代谢组学和蛋白质组学景观。虽然我们的研究结果表明SbtB的细胞作用仅限于碳/糖原代谢,但ΔdacA的昼夜致死率似乎是多种代谢过程失调的结果。这些过程包括光合作用和氧化还原调节,导致细胞内ROS和谷胱甘肽水平升高。此外,我们还展示了c-di-AMP对中心碳和氮代谢的影响。对氮代谢的影响与全球氮转录调节剂NtcA水平的降低有关,并与谷氨酰胺与谷氨酸比例的不平衡以及精氨酸途径代谢物水平的降低有关。我们进一步确定了HCO3-吸收系统,BicA和BCT1作为SbtB的新靶点,与其在调节碳稳态中的广泛作用一致。
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引用次数: 1
Synthesis of Dendritic Cell-Targeted Polymeric Nanoparticles for Selective Delivery of mRNA Vaccines to Elicit Enhanced Immune Responses 树突状细胞靶向聚合纳米颗粒的合成用于mRNA疫苗的选择性递送以引发增强的免疫反应
Pub Date : 2023-11-14 DOI: 10.1101/2023.11.13.566827
Chi-Huey Wong
ABSTRACT: Recent development of SARS-CoV-2 spike mRNA vaccines to control the pandemic is a breakthrough in the field of vaccine development. mRNA vaccines are generally formulated with lipid nanoparticles (LNPs) which are composed of several lipids with specific ratios; however, they generally lack selective delivery. To develop a simpler method selective delivery of mRNA, we reported here the synthesis of biodegradable copolymers decorated with guanidine and zwitterionic groups and an aryl-trimannoside ligand as polymeric nanoparticles (PNPs) for encapsulation and selective delivery of an mRNA to dendritic cells (DCs). A representative DC-targeted SARS-CoV-2 spike mRNA-PNP vaccine was shown to elicit a stronger protective immune response in mice as compared to the mRNA-LNP and mRNA-PNP vaccines without the selective delivery design. It is anticipated that this technology will be generally applicable to development of DC-targeted mRNA vaccines with enhanced immune response.
摘要:近年来,SARS-CoV-2刺突mRNA疫苗的研制是疫苗开发领域的重大突破。mRNA疫苗通常用脂质纳米颗粒(LNPs)配制,LNPs由几种特定比例的脂质组成;然而,它们通常缺乏选择性交付。为了开发一种更简单的选择性递送mRNA的方法,我们在这里报道了用胍和两性离子基团修饰的可生物降解共聚物和芳基三甲苷配体作为聚合物纳米颗粒(PNPs)的合成,用于包裹和选择性递送mRNA到树突状细胞(dc)。与没有选择性递送设计的mRNA-LNP和mRNA-PNP疫苗相比,具有代表性的dc靶向SARS-CoV-2刺突mRNA-PNP疫苗在小鼠中引发了更强的保护性免疫反应。预计该技术将普遍适用于dc靶向mRNA疫苗的开发,增强免疫应答。
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引用次数: 0
Discovering cryptic pocket opening and ligand binding in a vestibular site of the 5-HT3A receptor 发现5-HT3A受体前庭部位的隐袋打开和配体结合
Pub Date : 2023-11-14 DOI: 10.1101/2023.11.13.566806
Nandan Haloi, Emelia Karlsson, Rebecca J. Howard, Erik Lindahl
Ligand-gated ion channels propagate electrochemical signals in the nervous system by opening ion-selective pores in response to neurotransmitter release. A diverse set of allosteric modulators including neurosteroids, anesthetics, and lipids modulate their function in myriad ways, suggesting a complex conformational landscape. However, structures of ligand-bound ion-channel complexes can be difficult to capture by experimental techniques like cryogenic electron microscopy, particularly when binding is dynamic or transient. Here, we used computational methods to identify a possible bound state of a modulatory stimulant derivative (4-bromoamphetamine) in a cryptic vestibular pocket of a mammalian serotonin-3A receptor. Starting from an experimental activated structure containing a closed pocket, we first applied a molecular dynamics (MD) simulations-based goal-oriented adaptive sampling method to identify possible open-pocket conformations. To find plausible ligand-binding poses, we performed ensemble docking of the newly identified modulator, and reweighted docking scores by the Boltzmann energy function derived from Markov state model analysis of our trajectories. We then performed replicates of unbiased MD simulations of representative complexes in two forcefields to estimate ligand stability, and screened the most stable complexes for accessibility to the aqueous environment. For one relatively stable and accessible site, mutations predicted to disrupt ligand binding were validated by electrophysiology recordings in Xenopus laevis oocytes, and provided a mechanistic rationale for allosteric stabilization of an activated state. Given the pharmaceutical relevance of serotonin-3 receptors in emesis, pain, psychiatric and gastrointestinal diseases, characterizing relatively unexplored modulatory sites in these proteins could open valuable avenues to understanding conformational cycling and designing state-dependent drugs.
配体门控离子通道通过打开离子选择孔来响应神经递质释放,从而在神经系统中传播电化学信号。包括神经类固醇、麻醉剂和脂质在内的各种变构调节剂以无数种方式调节其功能,表明其具有复杂的构象景观。然而,配体结合的离子通道复合物的结构很难通过低温电子显微镜等实验技术捕获,特别是当结合是动态的或短暂的。在这里,我们使用计算方法确定了哺乳动物5 -羟色胺- 3a受体的隐前庭口袋中可能的调节兴奋剂衍生物(4-溴安非他明)的结合状态。从含有闭口袋的实验激活结构开始,我们首先应用基于分子动力学(MD)模拟的目标导向自适应采样方法来识别可能的开口袋构象。为了找到合理的配体结合姿态,我们对新识别的调制器进行了集合对接,并通过轨迹的马尔可夫状态模型分析得出的玻尔兹曼能量函数重新加权对接分数。然后,我们对代表性配合物在两个力场中的无偏MD模拟进行了重复,以估计配体的稳定性,并筛选了最稳定的配合物用于水环境的可及性。对于一个相对稳定和可接近的位点,预测会破坏配体结合的突变通过非洲爪蟾卵母细胞的电生理记录得到了验证,并为激活状态的变构稳定提供了机制基础。鉴于5 -羟色胺-3受体在呕吐、疼痛、精神和胃肠道疾病中的药物相关性,表征这些蛋白质中相对未开发的调节位点可以为理解构象循环和设计状态依赖性药物开辟有价值的途径。
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引用次数: 0
Quantitative Cross-Species Comparison of Serum Albumin Binding of Per- and Polyfluoroalkyl Substances from Five Structural Classes 五种结构类全氟烷基和多氟烷基物质血清白蛋白结合的定量跨种比较
Pub Date : 2023-11-14 DOI: 10.1101/2023.11.10.566613
Hannah M Starnes, Thomas W Jackson, Kylie D Rock, Scott M Belcher
Per- and polyfluoroalkyl substances (PFAS) are a class of over 8,000 chemicals that are persistent, bioaccumulative, and toxic to humans, livestock, and wildlife. Serum protein binding affinity is instrumental in understanding PFAS toxicity, yet experimental binding data is limited to only a few PFAS congeners. Previously, we demonstrated the usefulness of a high-throughput, in vitro differential scanning fluorimetry assay for determination of relative binding affinities of human serum albumin for 24 PFAS congeners from 6 chemical classes. In the current study, we used this differential scanning fluorimetry assay to comparatively examine differences in human, bovine, porcine, and rat serum albumin binding of 8 structurally informative PFAS congeners from 5 chemical classes. With the exception of the fluorotelomer alcohol 1H,1H,2H,2H-perfluorooctanol (6:2 FTOH), each PFAS congener bound by human serum albumin was also bound by bovine, porcine, and rat serum albumin. The critical role of the charged functional headgroup in albumin binding was supported by the inability of serum albumin of each species tested to bind 6:2 FTOH. Significant interspecies differences in serum albumin binding affinities were identified for each of the bound PFAS congeners. Relative to human albumin, perfluoroalkyl carboxylic and sulfonic acids were bound with greater affinity by porcine and rat serum albumin, and perfluoroalkyl ether congeners bound with lower affinity to porcine and bovine serum albumin. These comparative affinity data for PFAS binding by serum albumin from human, experimental model and livestock species reduce critical interspecies uncertainty and improve accuracy of predictive toxicity assessments for PFAS.
全氟烷基和多氟烷基物质(PFAS)是一类8000多种具有持久性、生物蓄积性和对人类、牲畜和野生动物有毒的化学品。血清蛋白结合亲和力有助于了解PFAS毒性,但实验结合数据仅限于少数PFAS同源物。先前,我们证明了高通量体外差示扫描荧光法测定人类血清白蛋白对6个化学类别的24种PFAS同源物的相对结合亲和力的有效性。在目前的研究中,我们使用这种差示扫描荧光法比较研究了人类、牛、猪和大鼠血清白蛋白与5个化学类别的8种结构信息丰富的PFAS同源物结合的差异。除了氟端粒醇1H,1H,2H,2H-全氟辛醇(6:2 FTOH)外,与人血清白蛋白结合的PFAS同系物也与牛,猪和大鼠血清白蛋白结合。带电荷的功能头基团在白蛋白结合中的关键作用得到了每种被测试物种的血清白蛋白无法结合6:2 FTOH的支持。每种结合的PFAS同系物的血清白蛋白结合亲和力在种间存在显著差异。与人白蛋白相比,全氟烷基羧酸和磺酸与猪和大鼠血清白蛋白的结合亲和力较高,而全氟烷基醚与猪和牛血清白蛋白的结合亲和力较低。这些PFAS与人类、实验模型和家畜的血清白蛋白结合的比较亲和力数据减少了关键的种间不确定性,提高了PFAS预测毒性评估的准确性。
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引用次数: 0
Hierarchizing multi-scale environmental effects on agricultural pest population dynamics: a case study on the annual onset of Bactrocera dorsalis population growth in Senegalese orchards 对农业有害生物种群动态的多尺度环境影响分级:以塞内加尔果园桔小实蝇种群年增长为例
Pub Date : 2023-11-14 DOI: 10.1101/2023.11.10.566583
Cecile Caumette, Paterne Diatta, Sylvain Piry, Marie-Pierre Chapuis, Emile Faye, Fabio Sigrist, Olivier Martin, Julien Papaix, Thierry Brevault, Karine Berthier
Implementing integrated pest management programs to limit agricultural pest damage requires an understanding of the interactions between the environmental variability and population demographic processes. However, identifying key environmental drivers of spatiotemporal pest population dynamics remains challenging as numerous candidate factors can operate at a range of scales, from the field (e.g. agricultural practices) to the regional scale (e.g. weather variability). In such a context, data-driven approaches applied to pre-existing data may allow identifying patterns, correlations, and trends that may not be apparent through more restricted hypothesis-driven studies. The resulting insights can lead to the generation of novel hypotheses and inform future experimental work focusing on a limited and relevant set of environmental predictors. In this study, we developed an ecoinformatics approach to unravel the multi-scale environmental conditions that lead to the early re-infestation of mango orchards by a major pest in Senegal, the oriental fruit fly Bactrocera dorsalis (BD). We gathered abundance data from a three-year monitoring conducted in 69 mango orchards as well as environmental data (i.e. orchard management, landscape structure and weather variability) across a range of spatial scales. We then developed a flexible analysis pipeline centred on a recent machine learning algorithm (GPBoost), which allows the combination of gradient boosting and mixed-effects models or Gaussian processes, to hierarchize the effects of multi-scale environmental variables on the timing of annual BD population growth in orchards. We found that physical factors (temperature, humidity), and to some extent landscape features, were the main drivers of the spatio-temporal variability of the onset of population growth in orchards. These results suggest that favourable microclimate conditions could provide refuges for small BD populations that could survive, with little or no reproduction, during the mango off-season and, then, recolonize neighbouring orchards at the beginning of the next mango season. Confirmation of such a hypothesis could help to prioritize surveillance and preventive control actions in refuge areas.
实施综合病虫害管理计划以限制农业病虫害损害需要了解环境变化和人口统计过程之间的相互作用。然而,确定有害生物种群时空动态的关键环境驱动因素仍然具有挑战性,因为许多候选因素可以在一系列尺度上起作用,从田间(如农业实践)到区域尺度(如天气变化)。在这种情况下,应用于预先存在数据的数据驱动方法可能允许识别模式、相关性和趋势,这些模式、相关性和趋势可能通过更有限的假设驱动研究而不明显。由此产生的见解可以产生新的假设,并为未来的实验工作提供信息,重点关注有限且相关的一组环境预测因子。在这项研究中,我们开发了一种生态信息学方法来揭示导致塞内加尔芒果果园早期再次遭受主要害虫——东方果蝇背小实蝇(BD)侵袭的多尺度环境条件。我们从对69个芒果果园进行的为期三年的监测中收集了大量数据,以及一系列空间尺度上的环境数据(即果园管理、景观结构和天气变化)。然后,我们开发了一个灵活的分析管道,以最近的机器学习算法(GPBoost)为中心,该算法允许梯度增强和混合效应模型或高斯过程的结合,对多尺度环境变量对果园年度BD种群增长时间的影响进行分层。研究发现,物理因素(温度、湿度)以及一定程度上的景观特征是果园种群生长发生时空变异的主要驱动因素。这些结果表明,有利的小气候条件可以为小BD种群提供避难所,这些种群可以在芒果淡季期间存活,很少或没有繁殖,然后在下一个芒果季节开始时重新定居邻近的果园。确认这一假设有助于在避难地区确定监测和预防控制行动的优先次序。
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