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Targeted RNAi screen reveals novel regulators of RNA-binding protein phase transitions in Caenorhabditis elegans oocytes. 靶向RNAi筛选揭示了秀丽隐杆线虫卵母细胞中rna结合蛋白相变的新调控因子。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-01-07 DOI: 10.1093/g3journal/jkaf266
Mohamed T Elaswad, Grace M Thomas, Corrin Hays, Nicholas J Trombley, Jennifer A Schisa

The ability of oocytes to maintain their quality is essential for successful reproduction. One critical aspect of oocyte quality and successful embryogenesis after fertilization is the proper regulation of the stores of maternal mRNA by RNA-binding proteins. Many RNA-binding proteins undergo regulated phase transitions during oogenesis, and alterations of the protein phase can disrupt its ability to regulate mRNA stability and translation. In Caenorhabditis elegans, regulators of RNA-binding protein phase transitions in maturing oocytes of young adult hermaphrodites remain poorly characterized. However, a few recently identified genes are also required for the clearance of damaged proteins during maturation, suggesting coordination between these processes. To explore this relationship and gain insight into the regulation of phase transitions, we conducted a targeted RNAi screen of genes required for removal of protein aggregates in maturing oocytes. Here, we identify 6 novel regulators of phase transitions of the KH-domain protein MEX-3. We present strong evidence that the regulation of MEX-3 phase transitions in the oocyte overlaps with, but is distinct from, the regulatory network of protein aggregate clearance.

卵母细胞保持其质量的能力对成功繁殖至关重要。受精后卵母细胞质量和成功胚胎发生的一个关键方面是rna结合蛋白对母体mRNA储存的适当调节。许多rna结合蛋白在卵发生过程中经历了受调控的相变,蛋白质相变的改变会破坏其调节mRNA稳定性和翻译的能力。在秀丽隐杆线虫中,年轻雌雄同体成熟卵母细胞中rna结合蛋白相变的调节因子仍然缺乏特征。然而,最近发现的一些基因也需要在成熟过程中清除受损的蛋白质,这表明这些过程之间存在协调。为了探索这种关系并深入了解相变的调控,我们对成熟卵母细胞中去除蛋白质聚集体所需的基因进行了靶向RNAi筛选。在这里,我们鉴定了六种新的kh结构域蛋白MEX-3相变调控因子。我们提出了强有力的证据表明,在卵母细胞中,MEX-3相变的调控与蛋白质聚集体清除的调控网络重叠,但又不同。
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引用次数: 0
Topoisomerases regulate alternative transcription start site selection in yeast. 拓扑异构酶调节酵母的替代性转录起始位点选择。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-01-06 DOI: 10.1093/g3journal/jkaf318
Eleanor Elgood Hunt, Claudia Vivori, Waleed S Albihlal, Folkert J van Werven

Most genes are transcribed from multiple transcription start sites (TSSs), also known as alternative TSSs, which are highly regulated and can lead to various gene regulatory outcomes, including changes in translation efficiency and protein isoform expression. Transcription factors and chromatin regulators control alternative TSS selection. DNA supercoiling affects multiple aspects of transcription, including transcription initiation; however, its regulatory effect on genes with multiple TSSs is not known. Here, we investigated how depletion of topoisomerases, which resolve DNA supercoiling events, impacts alternative TSS usage in Saccharomyces cerevisiae. We depleted topoisomerases (Top1 and Top2) during early meiosis, where alternative TSS usage is prevalent, and applied an improved TSS sequencing protocol. We show that supercoiling affects alternative TSS usage at almost 600 genes. Increased alternative and aberrant TSS usage was observed near and within open reading frames, likely resulting from transcription-induced supercoiling originating from upstream alternative TSSs. Top1/Top2 co-depletion most strongly affected genes with highly used, widely spaced alternative TSSs. Our correlative analyses support a model where DNA supercoiling release during transcription is critical for correct TSS selection.

大多数基因是从多个转录起始位点(multiple transcription start sites, tss)转录的,也被称为备选tss,它们受到高度调控,可导致多种基因调控结果,包括翻译效率和蛋白质异构体表达的变化。转录因子和染色质调节因子控制备选TSS选择。DNA超卷曲影响转录的多个方面,包括转录起始;然而,其对具有多个tss的基因的调控作用尚不清楚。在这里,我们研究了解决DNA超卷曲事件的拓扑异构酶的消耗如何影响酿酒酵母中TSS的替代使用。我们在减数分裂早期耗尽拓扑异构酶(Top1和Top2),在那里替代TSS使用普遍存在,并应用改进的TSS测序方案。我们发现超卷曲影响了近600个基因的TSS使用。在开放阅读框附近和内部观察到可选和异常的TSS使用增加,可能是由于上游可选TSS的转录诱导的超卷曲。Top1/Top2共耗竭对高利用率、宽间隔替代tss的基因影响最大。我们的相关分析支持一个模型,即转录过程中DNA超卷曲的释放对正确的TSS选择至关重要。
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引用次数: 0
Chromosome-scale genome assembly for yellow wood sorrel, Oxalis stricta. 黄木酢浆草染色体尺度的基因组组装。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-01-03 DOI: 10.1093/g3journal/jkaf317
Joshua C Wood, John P Hamilton, Brieanne Vaillancourt, Julia Brose, Patrick P Edger, C Robin Buell

Yellow wood sorrel (Oxalis stricta L.), also known as sourgrass, juicy fruit, or sheep weed, is a member of the Oxalidaceae family. Yellow wood sorrel is commonly considered a weed and while native to North America, it is distributed across Europe, Asia, and Africa. To date, only two other genomes from the Oxalidaceae family have been published, star fruit (Averrhoa carambola L.) and Oxalis articulata Savingy. Here, we present a chromosome-scale assembly for O. stricta, revealing its allotetraploid nature and synteny within its two subgenomes as well as synteny with A. carambola and O. articulata. Using Oxford Nanopore Technologies long-read sequences coupled with chromatin capture sequencing, we generated a 436 Mb chromosome-scale assembly of O. stricta with a scaffold N50 length of 36.2 Mb that is anchored to 12 chromosomes across the two subgenomes. Assessment of the final genome assembly using the Long Terminal Repeat Assembly Index yielded a score of 13.12 and assessment of Benchmarking Universal Single Copy Orthologs revealed 99.6% complete orthologs; both metrics are suggestive of a high-quality reference genome. Total repetitive sequence content in the O. stricta genome was 39.7% with retroelements being the largest class of transposable elements. Annotation of protein-coding genes yielded 61,550 high confidence genes encoding 115,089 gene models. Synteny between the two O. stricta subgenomes was present in 93 syntenic blocks containing 40,750 genes, of which, 76.47% were present in 1:1 syntenic relationships between the two subgenomes. The availability of an annotated chromosome-scale high quality genome assembly for O. stricta will provide a launching point to understand the high fecundity of this weed and provide further foundation for comparative genomics within the Oxalidaceae.

黄木酢浆草(Oxalis stricta L.),也被称为酸草、多汁水果或羊草,是酢浆草科的一员。黄酢浆草通常被认为是一种杂草,虽然原产于北美,但它分布在欧洲、亚洲和非洲。迄今为止,只有两个来自草核科的基因组被发表,杨桃(Averrhoa carambola L.)和Oxalis articulata Savingy。在这里,我们提出了一个染色体尺度组装的O. stricta,揭示其异源四倍体性质和在其两个亚基因组内的同质性,以及与a. carambola和O. articulata的同质性。利用Oxford Nanopore Technologies的长读序列与染色质捕获测序相结合,我们获得了一个436 Mb的O. stricta染色体尺度组装体,其支架N50长度为36.2 Mb,锚定在两个亚基因组的12条染色体上。使用长末端重复组装指数(Long Terminal Repeat assembly Index)评估最终基因组组装的得分为13.12,Benchmarking Universal Single Copy Orthologs评估显示99.6%的基因组同源性完整;这两个指标都暗示了一个高质量的参考基因组。O. stricta基因组总重复序列含量为39.7%,其中逆转录因子是最大的转座因子。蛋白质编码基因的注释产生61,550个高置信度基因,编码115,089个基因模型。在93个同源区中存在40750个基因的同源性,其中76.47%的同源性为1:1。研究结果将为了解该杂草的高繁殖力提供一个起点,并为草科植物的比较基因组学研究提供进一步的基础。
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引用次数: 0
Identification of Regulatory Candidate Genes for Lentinula edodes Pileus Development Based on Transcriptome Analysis. 基于转录组分析的香菇菌毛发育调控候选基因鉴定。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2026-01-03 DOI: 10.1093/g3journal/jkaf316
Xia Zhao, ChenYin Wu, HuaFang You, YanJun Xu, XingXue Zha, Liu Song, Juan Xu, HaoYuan Tian

The pileus serves as a primary determinant of market grade and commercial value in Lentinula edodes. To elucidate the molecular mechanisms governing pileus development, we conducted comparative transcriptome analysis via RNA sequencing across three distinct developmental stages: Early button stage, Young fruiting body stage, and mature fruiting body stage. Gene expression profiling revealed a substantial number of differentially expressed genes (DEGs) between stages, with 283 conserved DEGs spanning the entire developmental continuum. Systematic mining of these conserved DEGs identified three candidate regulatory genes encoding: Alpha-amylase, Heat shock protein 70 (HSP70), Phosphatidylserine decarboxylase. Quantitative PCR validation confirmed the accuracy of both RNA-Seq data and DEG identification. Enzymatic activity assays demonstrated significant stage-specific variations in: Antioxidant enzyme activities, Membrane lipid peroxidation levels. This study provides valuable insights into the molecular framework underlying pileus morphogenesis in Lentinula edodes.

香菇菌毛是香菇市场等级和商业价值的主要决定因素。为了阐明菌毛发育的分子机制,我们通过RNA测序对三个不同的发育阶段进行了比较转录组分析:早期蒴果期、幼子实体期和成熟子实体期。基因表达谱揭示了不同发育阶段之间存在大量差异表达基因(deg),在整个发育连续体中有283个保守的deg。对这些保守的DEGs进行系统挖掘,确定了三个候选调控基因:α -淀粉酶、热休克蛋白70 (HSP70)、磷脂酰丝氨酸脱羧酶。定量PCR验证证实了RNA-Seq数据和DEG鉴定的准确性。酶活性测定显示了显著的阶段特异性变化:抗氧化酶活性,膜脂过氧化水平。这项研究为香菇菌毛形态发生的分子框架提供了有价值的见解。
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引用次数: 0
Mutational Biases and Selection in Mitochondrial Genomes: Insights from a Comparative Analysis of Natural and Laboratory Populations of Caenorhabditis elegans. 线粒体基因组的突变偏差和选择:来自秀丽隐杆线虫自然种群和实验室种群比较分析的见解。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2025-12-29 DOI: 10.1093/g3journal/jkaf310
Alexandre Schifano, Ulfar Bergthorsson, Vaishali Katju

Spontaneous mutations display biases in their relative frequencies with important consequences for genome structure and composition. While laboratory studies have provided important insights into the spontaneous mutation spectrum, laboratory environments for optimal growth may engender biases that are not representative of natural populations. We analyzed the mitochondrial genomes of 1,524 Caenorhabditis elegans natural isolates comprising 531 unique isotypes to investigate mtDNA polymorphism in the wild. Ancestral reconstruction was used to polarize 2,464 variants (88 indels, 2,376 SNPs) and the results were compared to mutations identified in experimental lines under relaxed selection. MtDNA variant distribution in natural isolates is strongly dependent on site-degeneracy in a manner consistent with purifying selection. There is significant variation in the proportion of synonymous and nonsynonymous polymorphism between genes. Specifically, ETC complex I genes are enriched for nonsynonymous polymorphism. The probability of synonymous mutation is higher at sites with neighboring G/C nucleotides and the per gene synonymous polymorphism is negatively correlated with A+T-content at the 1st and 2nd codon positions. Furthermore, the 5' and 3' ends of genes have both higher A+T-content and less synonymous polymorphism than central regions. There is evidence of natural selection for preferred codons. We identify the first cases of large heteroplasmic mtDNA structural variants in C. elegans natural isolates, comprising deletions and duplications. Although some patterns of mtDNA mutational bias are similar between laboratory and natural populations, there exist significant differences. In particular, G/C → T/A transversions typically associated with oxidative damage and 8-oxoguanine are strikingly rarer at four-fold degenerate sites in natural populations relative to laboratory populations suggesting that the latter are more prone to mtDNA oxidative damage. Hence, mutational spectra observed in laboratory strains may differ in important aspects from those of natural populations.

自发突变在其相对频率上显示偏差,对基因组结构和组成产生重要影响。虽然实验室研究为自发突变谱提供了重要的见解,但最佳生长的实验室环境可能会产生不代表自然种群的偏见。我们分析了1524株秀丽隐杆线虫(Caenorhabditis elegans)天然分离株的线粒体基因组,其中包括531种独特的同型,以研究野生mtDNA多态性。利用祖先重建技术对2464个变异(88个indels, 2376个SNPs)进行了极化,并将结果与在宽松选择下的实验品系中发现的突变进行了比较。天然分离株MtDNA变异分布强烈依赖于与纯化选择一致的位点退化。基因间同义和非同义多态性的比例存在显著差异。具体来说,ETC复合体I基因具有丰富的非同义多态性。邻近G/C核苷酸位点的同义突变概率较高,单个基因的同义多态性与第1和第2密码子位置的A+ t含量呈负相关。此外,基因的5‘和3’端与中心区域相比,A+ t含量更高,同义多态性更少。有证据表明优先密码子存在自然选择。我们在秀丽隐杆线虫自然分离株中鉴定了第一例大型异质mtDNA结构变异,包括缺失和重复。虽然实验室人群和自然人群的mtDNA突变偏差的某些模式相似,但存在显著差异。特别是,与氧化损伤和8-氧鸟嘌呤相关的G/C→T/A转换在自然种群的四倍退化位点上明显罕见,这表明后者更容易发生mtDNA氧化损伤。因此,在实验室菌株中观察到的突变谱可能在重要方面与自然种群不同。
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引用次数: 0
Draft genome sequence of Talaromyces trachyspermus, a biocontrol fungus isolated from broomrape. 绘制从帚茅中分离的一种生物防治真菌——短精Talaromyces trachyspermus的基因组序列。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2025-12-29 DOI: 10.1093/g3journal/jkaf280
Roghayeh Hemmati, Aria Dolatabadian, Sobhan Saeedi, Jacqueline Batley

Applying antimicrobial compounds derived from microorganisms for plant disease management is one of the objectives of sustainable agriculture. The genus Talaromyces is known for its species' ability to produce a diverse group of antimicrobial compounds. For example, T. trachyspermus has been reported to produce secondary metabolites, "cell wall degrading enzymes", and plant growth-promoting factors. Identification of novel promising metabolites and enzymes from T. trachyspermus is still in its infancy. Also, there is a lack of information about the genomic resources for its secondary metabolites and hydrolytic enzymes. Therefore, this study aimed to analyze the genome of a biocontrol isolate of this species to investigate its biocontrol mechanisms at the genomic level, focusing on secondary metabolites and "cell wall degrading enzymes". The whole genome of T. trachyspermus isolate IRAN 3054C, obtained from necrotic Orobanch ramosa stems in Iran with biocontrol ability, was sequenced using the Illumina platform. We performed both de novo and resequencing analyses of the genome, obtaining a 31.3 Mb assembly. The abundance of protein groups associated with biocontrol activities was assessed in the studied genome. Fungismash was used to detect and annotate secondary metabolites. The analysis revealed the presence of several secondary metabolite biosynthesis gene clusters (BGCs), with a high frequency of polyketide synthases (T1PKSs) and nonribosomal peptide synthetases (NRPSs), which are known to produce bioactive compounds with antimicrobial properties. Among the identified putative secondary metabolites, Fusarin, YWA1, Dimethylcoprogen, and Squalestatin S1 exhibited the highest similarity to known compounds. Furthermore, sequences similar to Phyllostictine A/B indicate putative potential herbicidal properties. The genome also had domains for enzymes involved in phosphate solubilization, siderophore production, and fungal cell wall degradation, which are essential for biocontrol and plant growth promotion. Our findings highlight the genomic richness of T. trachyspermus IRAN 3054C for biocontrol. Further metabolomics studies are needed to validate the actual production of these secondary metabolites and explore their functional roles in biocontrol.

应用来自微生物的抗微生物化合物进行植物病害管理是可持续农业的目标之一。Talaromyces属以其物种产生多种抗菌化合物的能力而闻名。例如,据报道,T. trachyspermus可以产生次生代谢物、“细胞壁降解酶”和植物生长促进因子。鉴定新的有前途的代谢物和酶的T. trachyspermus仍处于起步阶段。此外,其次生代谢产物和水解酶的基因组资源也缺乏。因此,本研究旨在对该物种的一株生物防治分离物进行基因组分析,从基因组水平上探讨其生物防治机制,重点研究次生代谢产物和“细胞壁降解酶”。利用Illumina平台对从伊朗具有生物防治能力的坏死Orobanch ramosa茎中获得的T. trachyspermus分离株IRAN 3054C进行全基因组测序。我们对基因组进行了从头和重测序分析,获得了31.3 Mb的组装。在研究的基因组中评估了与生物防治活性相关的蛋白质群的丰度。Fungismash用于检测和注释次生代谢物。分析显示存在几种次生代谢物生物合成基因簇(BGCs),其中多酮合成酶(t1pks)和非核糖体肽合成酶(NRPSs)频率高,已知它们能产生具有抗菌特性的生物活性化合物。在鉴定的次生代谢产物中,Fusarin、YWA1、Dimethylcoprogen和Squalestatin S1的相似性最高。此外,与Phyllostictine A/B相似的序列表明可能具有潜在的除草特性。该基因组还具有参与磷酸盐溶解、铁载体产生和真菌细胞壁降解的酶结构域,这些酶对生物防治和促进植物生长至关重要。我们的研究结果强调了T. trachyspermus IRAN 3054C的基因组丰富度,可用于生物防治。需要进一步的代谢组学研究来验证这些次生代谢物的实际产生,并探索它们在生物防治中的功能作用。
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引用次数: 0
Bayesian networks and structural equation models reveal genetic causal relationships between productivity, defense, and climate-adaptability traits in interior lodgepole pine. 贝叶斯网络和结构方程模型揭示了黑松生产力、防御和气候适应性性状之间的遗传因果关系。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2025-12-24 DOI: 10.1093/g3journal/jkaf308
Eduardo P Cappa, Jennifer G Klutsch, Andy Benowicz, Sebastián Munilla, Shawn D Mansfield, Nadir Erbilgin, Barb R Thomas, Yousry A El-Kassaby

This study investigates the integration of Bayesian networks (BN) and structural equation models (SEM) to explore genomic relationships among nine traits related to productivity, defense, and climate-adaptability in an interior lodgepole pine breeding program. Data from 392 open-pollinated trees, genotyped with 25,099 SNP markers, were analyzed. The traditional multi-trait model (MTM) served as a benchmark for comparing SEM in estimating genetic (co)variance components, genetic correlations, breeding value (BV) predictions, and predictive ability, using both pedigree- (ABLUP) and genomic-based (GBLUP) individual-tree mixed models. The Hill-Climbing algorithm identified 12 significant causal structures (λ) among traits. Strong positive causal effects included tree height (HT) on wood density (WD) (λHT→WD = 0.413) and on stable carbon isotope ratio (C13) (λHT→C13 = 0.565), and limonene (LIMO) on carbon assimilation rate (CAR) (λLIMO→CAR = 0.368). The most influential causal relationship was HT → C13, followed by resistance to western gall rust (WGR) → CAR, CAR → LIMO, and WGR → C13. SEM incorporated these relationships, capturing both direct and indirect effects. Compared with MTM, SEM yielded lower residual variances, higher additive variances, and higher heritability estimates for all traits. The λ values from SEM correlated strongly with genetic correlations (0.932), with similarly high correlations between models (0.929), though SEM produced lower posterior mean correlations. BV correlations between models were high (ABLUP > 0.82, GBLUP > 0.84), but some reranking occurred among the top 39-trees (ABLUP > 0.71, GBLUP > 0.42). ABLUP and GBLUP-SEM models outperformed MTM in predictive ability, with mean gains of 6.62% and 6.03%, mainly for conditioned traits. BN-SEM enhances understanding of trait networks, improving genomic evaluations and breeding strategies in forest trees.

本研究利用贝叶斯网络(BN)和结构方程模型(SEM)的结合,探讨了一个内陆黑松育种项目中与生产力、防御和气候适应性相关的9个性状之间的基因组关系。利用25,099个SNP标记对392棵开放授粉树木进行基因型分析。以传统的多性状模型(MTM)为基准,分别使用系谱(ABLUP)和基因组(GBLUP)个体树混合模型,比较SEM在估计遗传(co)方差成分、遗传相关性、育种价值(BV)预测和预测能力方面的差异。hill - climb算法在性状之间识别出12个显著的因果结构(λ)。树高(HT)对木材密度(λHT→WD = 0.413)、稳定碳同位素比(λHT→C13 = 0.565)、柠檬烯(LIMO)对碳同化率(CAR) (λLIMO→CAR = 0.368)有较强的正向影响。影响最大的因果关系为HT→C13,其次为抗西部胆锈病(WGR)→CAR、CAR→LIMO和WGR→C13。SEM结合了这些关系,捕捉了直接和间接的影响。与MTM相比,SEM对所有性状产生了更低的残差方差,更高的加性方差和更高的遗传力估计。SEM的λ值与遗传相关性密切相关(0.932),模型之间的相关性同样很高(0.929),尽管SEM产生的后验平均相关性较低。模型间的BV相关性较高(ABLUP > 0.82, GBLUP > 0.84),但前39棵树之间出现了一些重排序(ABLUP > 0.71, GBLUP > 0.42)。ABLUP和GBLUP-SEM模型的预测能力优于MTM模型,平均增益分别为6.62%和6.03%,主要是条件性状。BN-SEM增强了对性状网络的理解,改进了森林树木的基因组评估和育种策略。
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引用次数: 0
Structural bases of signal generation and transduction by the SPS amino acid sensor of Saccharomyces cerevisiae. 酿酒酵母SPS氨基酸传感器信号产生和转导的结构基础。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2025-12-24 DOI: 10.1093/g3journal/jkaf312
Peter Scharff-Poulsen, Morten C Kielland-Brandt

Ssy1 in Saccharomyces cerevisiae is an amino acid receptor evolved from amino acid transporters. It is situated in the plasma membrane in the SPS complex, together with the WD40-repeat protein Ptr3 and the endoprotease Ssy5. Binding of extracellular amino acids to Ssy1 triggers liberation of the catalytic domain of Ssy5, which removes an inhibitory domain from the transcription factor Stp1, freeing it to activate genes encoding amino acid transporters. We mapped 7 constitutively signaling and hyper-responsive SSY1 mutations onto AlphaFold- and Phyre2-based 3D-models of Ssy1 to inform conformational steps involved in signaling. The predictions suggest a model in which an occluded, inward-facing conformation of Ssy1 leads to signaling. The mutations suggest a hinge in TM12 which, combined with a C-terminal 'latch', offers a mechanism for signaling. AlphaFold 3 modeling suggests that conserved sequence boxes in the N-terminal cytoplasmic domain of Ssy1 serve as interaction faces for binding of Ptr3, Ssy5 and casein kinases Yck1 and Yck2 (Yck). In addition, interaction faces between Ptr3 and Ssy5 were predicted. Antagonism between phosphorylation and dephosphorylation of Ptr3 and Ssy5 by Yck and Protein Phosphatase 2A (PP2A) is key in signaling. We found Yck phosphorylation motifs as well as binding motifs for regulatory subunit Rts1 of PP2A, in both Ptr3 and Ssy5. These motifs, together with sites of PTR3 and SSY5 gain-of-function mutations, were mapped onto AlphaFold models of Ptr3 and Ssy5. The results constitute a basis for predicting novel aspects of phosphorylation in the signaling mechanism.

酿酒酵母中的Ssy1是由氨基酸转运蛋白进化而来的氨基酸受体。它与WD40-repeat蛋白Ptr3和内源性蛋白酶Ssy5一起位于SPS复合体的质膜中。胞外氨基酸与Ssy1结合触发Ssy5催化结构域的解放,从而去除转录因子Stp1的抑制结构域,使其能够激活编码氨基酸转运体的基因。我们将7个组成性信号和超反应性SSY1突变映射到基于AlphaFold和phyre2的SSY1 3d模型上,以告知参与信号传导的构象步骤。这些预测提出了一个模型,在这个模型中,Ssy1的封闭、内向的构象导致信号传导。这些突变表明TM12中存在一个铰链,它与c端“锁存器”结合,提供了一种信号传导机制。AlphaFold 3模型表明,Ssy1 n端胞质结构域的保守序列盒是Ptr3、Ssy5和酪蛋白激酶Yck1和Yck2 (Yck)结合的相互作用面。此外,还预测了Ptr3与Ssy5的相互作用面。Yck和蛋白磷酸酶2A (PP2A)对Ptr3和Ssy5的磷酸化和去磷酸化的拮抗作用是信号传导的关键。我们在Ptr3和Ssy5中发现了Yck磷酸化基序以及PP2A调控亚基Rts1的结合基序。这些基序以及PTR3和SSY5的功能获得突变位点被映射到PTR3和SSY5的AlphaFold模型上。这些结果为预测信号机制中磷酸化的新方面奠定了基础。
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引用次数: 0
Critical evaluation of the theory and practice of feed-forward neural networks for genomic prediction. 对前馈神经网络用于基因组预测的理论和实践的批判性评价。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2025-12-24 DOI: 10.1093/g3journal/jkaf314
Aaron Kusmec, Karlene L Negus, Jianming Yu

Genomic prediction (GP) has catalyzed increased rates of genetic gain in animal and plant breeding. Recently, deep learning (DL) has been explored to increase GP accuracy by incorporating diverse data types and learning complex, non-linear patterns in datasets. However, DL consistently fails to significantly improvement prediction accuracy over gold standard genomic BLUP (gBLUP) models. In this study, we first review the theory behind neural networks and reproducing kernel Hilbert spaces (RKHS) regression to contextualize three claimed benefits of DL over linear models: incorporation of diverse data types, avoidance of feature engineering, and universal approximation behavior. We also propose a taxonomy of prediction problems so that model comparisons do not confound differences in the predictive skill of different model classes with differences in the input data. Second, we leverage a maize multi-environment trial dataset to train DL and RKHS models that implicitly capture non-linear patterns between genomic, soil, weather, and management inputs and grain yield. The results demonstrate that feature engineering using principal components of SNPs generally degrades prediction accuracy across model classes. Furthermore, DL models persistently fail to outperform RKHS models across prediction problems. Finally, we evaluate the theoretical critiques with the empirical results, confirming the theoretical arguments. Nevertheless, a small portion of the possible DL model space has been explored, leaving open the possibility of DL making significant contributions to GP problems through additional aspects not considered here. We conclude by suggesting several avenues for further theoretical and practical research, including the resolution of several disciplinary differences.

基因组预测(GP)促进了动植物育种中遗传增益率的提高。最近,深度学习(DL)已经被探索通过结合不同的数据类型和学习数据集中复杂的非线性模式来提高GP的准确性。然而,与金标准基因组BLUP (gBLUP)模型相比,DL始终未能显著提高预测精度。在本研究中,我们首先回顾了神经网络和核希尔伯特空间(RKHS)回归背后的理论,以背景化深度学习相对于线性模型的三个声称的好处:结合不同的数据类型,避免特征工程和通用近似行为。我们还提出了一个预测问题的分类,以便模型比较不会混淆不同模型类的预测技能差异和输入数据的差异。其次,我们利用玉米多环境试验数据集来训练DL和RKHS模型,这些模型隐含地捕获基因组、土壤、天气和管理投入与粮食产量之间的非线性模式。结果表明,使用snp主成分的特征工程通常会降低模型类别的预测精度。此外,深度学习模型在预测问题上的表现一直不如RKHS模型。最后,我们用实证结果来评价理论批评,证实理论论点。尽管如此,已经探索了可能的深度学习模型空间的一小部分,这使得深度学习通过本文未考虑的其他方面对GP问题做出重大贡献的可能性成为可能。最后,我们提出了进一步的理论和实践研究的几个途径,包括解决几个学科差异。
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引用次数: 0
First genome assemblies of Neotropical Thoracobombus Bumblebees Bombus pauloensis and Bombus pullatus. 新热带胸大黄蜂Bombus pauloensis和Bombus pullatus的首次基因组组装。
IF 2.2 3区 生物学 Q3 GENETICS & HEREDITY Pub Date : 2025-12-23 DOI: 10.1093/g3journal/jkaf305
Andres Felipe Lizcano-Salas, Jesús Camilo Jacome-García, Diego Riaño-Jiménez, Marcela Guevara-Suarez

Bumble bees (Bombus) are considered to be essential pollinators of a wide range of flowering plants, within both agricultural and natural ecosystems. Bombus pauloensis and Bombus pullatus are two closely related Neotropical species with a wide altitudinal and latitudinal distribution that belong to the Thoracobombus genus. To the best of our knowledge, there is no genome assembly available for any species of Neotropical Bombus. Therefore, the goal of this study is to produce high-quality genomes of B. pauloensis and B. pullatus. In order to achieve this objective, we obtained long-read sequences using the Oxford Nanopore Technologies platform. We then proceeded to assemble the genomes and annotate these assemblies. As a result, we obtained assemblies of ∼240Mb represented in 72 contigs with an N50 of ∼ 9.08Mb for Bombus pullatus and ∼239Mb represented in 66 contigs with an N50 of ∼9Mb for Bombus pauloensis. The completeness evaluated by compleasm return a score >99% for both species. It is hoped that these genomes will facilitate a more profound comprehension of the biology of Neotropical bumblebees.

大黄蜂(Bombus)被认为是农业和自然生态系统中各种开花植物的重要传粉者。Bombus pauloensis和Bombus pullatus是两个密切相关的新热带物种,具有广泛的海拔和纬度分布,属于胸Bombus属。据我们所知,没有任何一种新热带炸弹虫的基因组组装。因此,本研究的目标是获得高质量的保罗白刺和白斑白刺基因组。为了实现这一目标,我们使用牛津纳米孔技术平台获得了长读序列。然后我们开始组装基因组并对这些组装进行注释。结果,我们在72个contigs中获得了~ 240Mb的片段,其中Bombus pullatus的N50为~ 9.08Mb;在66个contigs中获得了~ 239Mb的片段,Bombus pauloensis的N50为~ 9Mb。对于这两个物种,由复杂度评估的完备性都返回bbb99 %的分数。希望这些基因组将促进对新热带大黄蜂生物学的更深刻的理解。
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G3: Genes|Genomes|Genetics
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