ecotype

生态型
  • 文章类型: Journal Article
    自然种群在其本地栖息地中受到一系列生物和非生物因素的选择。识别这些选择剂并量化其影响是了解人口如何适应当地条件的关键。我们使用拟南芥的本地适应生态型进行了阶乘相互移植实验,以区分适应对土壤类型和气候的贡献。两个位点的总体适应性分化都很强。然而,我们发现在本地和非本地土壤上的选择强度只有很小的差异,对土壤类型的适应至多只占总体适应性分化的百分之几。这些结果表明,当地气候条件而不是土壤类型是这些生态型之间适应性差异的主要驱动因素。
    Natural populations are subject to selection caused by a range of biotic and abiotic factors in their native habitats. Identifying these agents of selection and quantifying their effects is key to understanding how populations adapt to local conditions. We performed a factorial reciprocal-transplant experiment using locally adapted ecotypes of Arabidopsis thaliana at their native sites to distinguish the contributions of adaptation to soil type and climate. Overall adaptive differentiation was strong at both sites. However, we found only very small differences in the strength of selection on local and non-local soil, and adaptation to soil type at most constituted only a few per cent of overall adaptive differentiation. These results indicate that local climatic conditions rather than soil type are the primary driver of adaptive differentiation between these ecotypes.
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  • 文章类型: Journal Article
    资源分配是微生物群落令人难以置信的生产力的核心,包括通过互养相互作用每年甲烷排放量中的千兆吨。以前的工作揭示了硫酸盐还原剂(普通脱硫弧菌,Dv)和产甲烷菌(甲烷球菌,嗯)在浮游环境中经历了进化多样化,提高稳定性,协同性,和生产力在300-1000代以内。这里,我们表明,在这个进化群落的最小组合中仅有15个Dv和7个Mm基因的突变产生了共存的生态型,这些生态型在流化床反应器中培养的几天内就在空间上富集。空间隔离的社区在模拟的地下环境中划分了资源,通过附着的Dv对乳酸的利用率更高,但在同一相中通过Mm的低亲和力氢化酶对所得H2的部分利用。未利用的H2被浮游Mm的高亲和力氢化酶清除,产生大量的甲烷.我们的研究结果表明,一些突变可以驱动生态位分化生态型之间的资源分配,它们的相互作用协同提高了整个互惠社区的生产力。
    Resource partitioning is central to the incredible productivity of microbial communities, including gigatons in annual methane emissions through syntrophic interactions. Previous work revealed how a sulfate reducer (Desulfovibrio vulgaris, Dv) and a methanogen (Methanococcus maripaludis, Mm) underwent evolutionary diversification in a planktonic context, improving stability, cooperativity, and productivity within 300-1000 generations. Here, we show that mutations in just 15 Dv and 7 Mm genes within a minimal assemblage of this evolved community gave rise to co-existing ecotypes that were spatially enriched within a few days of culturing in a fluidized bed reactor. The spatially segregated communities partitioned resources in the simulated subsurface environment, with greater lactate utilization by attached Dv but partial utilization of resulting H2 by low affinity hydrogenases of Mm in the same phase. The unutilized H2 was scavenged by high affinity hydrogenases of planktonic Mm, producing copious amounts of methane. Our findings show how a few mutations can drive resource partitioning amongst niche-differentiated ecotypes, whose interplay synergistically improves productivity of the entire mutualistic community.
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  • 文章类型: Journal Article
    鸡肉生产,在本地和商业部门,对人类生计和粮食安全做出了重大贡献。在育种计划中,精确使用多种遗传资源是首要的。该研究分析了来自三个不同农业生态区(半落叶雨林区,几内亚萨凡纳,和沿海萨凡纳)使用SilicoDArT和SNP标记,利用全基因组测序和表型数据。表型数据是从三个AEZ的72种本地鸡生态型中收集的,和32只商业鸟类饲养在KwameNkrumah科技大学(KNUST)。用于测序的DNA样品从88只鸡(62只本地鸡生态型和26只商业鸡)获得。从DArTseq基因分型产生总共54,995个SilicoDArT和85,396个SNP标记。过滤后,使用44,784个SilicoDArT和58,353个SNP进行遗传多样性和种群结构分析。两种标记均显示出较高的可重复性和调用率。多态信息含量(PIC)值范围为0.00至0.50,而≥50%的PIC值高于中位数。此外,我们得到了FST值,Nei\的遗传距离,树状图分析,商品鸡和土鸡的主成分分析(PCA)。FST和Nei\'s遗传距离表明,商品鸡和本地鸡生态型之间存在较高的遗传多样性。然而,本地鸡生态型之间的遗传多样性较低。PCA分析表明,商业和本土鸡生态型之间有明显的分离,而本地鸡生态型之间没有观察到明显的分离。表型数据和树状图表明,裸露和卷曲基因不会显着改变本地和商业鸟类的遗传学,它们对经济特征的影响可能完全取决于当时的环境条件。结果表明,基于SilicoDArT和SNP标记,商品鸡和本地鸡之间存在高度遗传分化。来自农业生态区的本地鸡遗传多样性低,可能有共同的起源。裸颈和毛茸茸的基因在经济性状方面不会显着改变鸟类的遗传性能。因此,携带这些基因的鸟类在经济性状上的优势可能完全是由于环境变化。
    Chicken production, both in the local and commercial sectors, contributes significantly to human livelihood and food security. Precise use of diverse genetic resources is primary in breeding programs. The study analyzed the genetic diversity and population structure of commercial chickens and indigenous chicken ecotypes from three different agro-ecological zones (Semi-Deciduous Rainforest Zone, Guinea Savannah, and Coastal Savannah) using SilicoDArT and SNP markers, utilizing whole-genome sequencing and phenotypic data. Phenotypic data were collected from 72 indigenous chicken ecotypes across the three AEZs, and 32 commercial birds kept at the Kwame Nkrumah University of Science and Technology (KNUST). DNA samples used for sequencing were obtained from 88 chickens (62 indigenous chicken ecotypes and 26 commercial chickens). A total of 54,995 SilicoDArT and 85,396 SNPs markers were generated from DArTseq genotyping. After filtering, 44,784 SilicoDArT and 58,353 SNP were used for genetic diversity and population structure analysis. Both markers showed high reproducibility and call rate. Polymorphic information content (PIC) values ranged from 0.00 to 0.50, while ≥ 50 % showed PIC values more than the median. Furthermore, we obtained FST values, Nei\'s genetic distance, dendrogram analysis, and principal component analysis (PCA) of commercial and indigenous chickens. The FST and Nei\'s genetic distance showed that there is high genetic diversity between the commercial chickens and the indigenous chicken ecotypes. However, there was low genetic diversity among the indigenous chicken ecotypes. The PCA analysis indicated a clear separation between the commercial and indigenous chicken ecotypes, while no clear separation was observed between the indigenous chicken ecotypes. The phenotypic data and the dendrogram indicated that naked and frizzle genes do not markedly alter the genetics of indigenous and commercial birds, and their influence on economic traits may be solely determined by the prevailing environmental conditions. The results indicate that there is high genetic differentiation between commercial and indigenous chickens based on SilicoDArT and SNP markers. The indigenous chickens from the agro-ecological zones have low genetic diversity and might have a common origin. Naked neck and frizzle genes do not markedly alter the genetic performance of birds in terms of economic traits. Therefore, the superiority of birds carrying these genes in economic traits may be solely due to environmental variation.
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  • 文章类型: Journal Article
    农业对全球粮食安全至关重要,灌溉对于提高作物产量至关重要。然而,灌溉可能会带来挑战,如矿物短缺和土壤中的盐分积累,对植物生长和作物生产力产生负面影响。尽管许多研究都集中在增强植物对高盐度的耐受性上,针对拟南芥各种生态型的研究相对有限。在这项研究中,我们的目的是在拟南芥的不同野生型中鉴定耐盐生态型,并在分子水平上阐明其特征。因此,我们发现卡塔尼亚-1(Ct-1),拟南芥的生态型之一,与Col-0相比,表现出更高的耐盐性。具体来说,Ct-1表现出比Col-0更少的活性氧(ROS)损伤,尽管没有积累像花青素这样的抗氧化剂。此外,在高盐度下,Ct-1在其芽和根中积累的钾离子(K)比Col-0多,这对于水分平衡和防止脱水至关重要。相比之下,观察到Ct-1植物在根和芽组织中积累的Na水平略低于Col-0。不管盐处理。这些发现表明,Ct-1植物不是通过比Col-0挤出更多的Na来实现高盐度抗性,而是通过吸收更多的K或释放更少的K来实现。在高盐度条件下,Ct-1的硝酸盐(NO3-)含量高于Col-0,这与增强的K+离子保留有关。此外,参与NO3-运输和摄取的基因,例如NRT1.5和NPF2.3,当暴露于高盐度时,与Col-0相比,在Ct-1中显示更高的转录水平。然而,与Col-0相比,Ct-1没有表现出对渗透胁迫的显著更大的抗性。这些发现表明,增强植物对盐胁迫的耐受性可能涉及靶向负责调节NO3-和K转运的细胞过程。总的来说,我们的研究揭示了植物耐盐性的机制,强调在面临盐分胁迫的地区,钾和NO3-运输在作物改良和粮食安全中的重要性。
    Agriculture is vital for global food security, and irrigation is essential for improving crop yields. However, irrigation can pose challenges such as mineral scarcity and salt accumulation in the soil, which negatively impact plant growth and crop productivity. While numerous studies have focused on enhancing plant tolerance to high salinity, research targeting various ecotypes of Arabidopsis thaliana has been relatively limited. In this study, we aimed to identify salt-tolerant ecotypes among the diverse wild types of Arabidopsis thaliana and elucidate their characteristics at the molecular level. As a result, we found that Catania-1 (Ct-1), one of the ecotypes of Arabidopsis, exhibits greater salt tolerance compared to Col-0. Specifically, Ct-1 exhibited less damage from reactive oxygen species (ROS) than Col-0, despite not accumulating antioxidants like anthocyanins. Additionally, Ct-1 accumulated more potassium ions (K+) in its shoots and roots than Col-0 under high salinity, which is crucial for water balance and preventing dehydration. In contrast, Ct-1 plants were observed to accumulate slightly lower levels of Na+ than Col-0 in both root and shoot tissues, regardless of salt treatment. These findings suggest that Ct-1 plants achieve high salinity resistance not by extruding more Na+ than Col-0, but rather by absorbing more K+ or releasing less K+. Ct-1 exhibited higher nitrate (NO3-) levels than Col-0 under high salinity conditions, which is associated with enhanced retention of K+ ions. Additionally, genes involved in NO3- transport and uptake, such as NRT1.5 and NPF2.3, showed higher transcript levels in Ct-1 compared to Col-0 when exposed to high salinity. However, Ct-1 did not demonstrate significantly greater resistance to osmotic stress compared to Col-0. These findings suggest that enhancing plant tolerance to salt stress could involve targeting the cellular processes responsible for regulating the transport of NO3- and K+. Overall, our study sheds light on the mechanisms of plant salinity tolerance, emphasizing the importance of K+ and NO3- transport in crop improvement and food security in regions facing salinity stress.
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  • 文章类型: Journal Article
    这项研究旨在表征加纳三种当地鸡的生态型,即,萨凡纳内部,森林,和萨凡纳海岸,基于形态学数据和单核苷酸多态性(SNP)基因型。包括体重在内的形态学数据,柄长,身体周长,背部长度,大腿长度,喙长度,梳子长度,从250只当地鸡身上收集了荆棘长度。从1,440只本地鸡的血液中分离的DNA用于使用Affymetrix鸡600kSNP芯片进行SNP基因分型。主成分分析表明,森林和沿海萨凡纳鸟类密切相关。一般来说,所有三种生态型都表现出很高的遗传多样性,尤其是来自内部萨凡纳地区的鸟类。形态特征表明,生态型(p=0.016)和性别(p=0.000)对体重有显着影响。室内萨凡纳生态型的鸟类最重(p=0.004),女性平均体重1.23公斤,男性平均体重1.40公斤。性别对大多数形态学测量也有强烈的显著影响,但性别*生态型交互效应不显著。在研究人群中发现了很少的羽毛表型,这些表型与耐热卷曲(2%)和裸颈(1.6%)有关。结论是,这三种局部生态型在遗传上是多样的,但具有相似的形态特征,所提供的信息将对将来的选择决策有用。
    This study aimed to characterise three Ghanaian local chicken ecotypes, namely, Interior Savannah, Forest, and Coastal Savannah, based on morphological data and single nucleotide polymorphism (SNP) genotypes. Morphological data including body weight, shank length, body girth, back length, thigh length, beak length, comb length, and wattle length were collected from 250 local chickens. DNA isolated from blood of 1,440 local chickens was used for SNP genotyping with the Affymetrix chicken 600k SNP chip. Principal component analysis showed that Forest and Coastal Savannah birds were closely related. Generally, all three ecotypes exhibited high genetic diversity, especially birds from the Interior Savannah zone. Morphological characterisation showed that ecotype (p = 0.016) and sex (p = 0.000) had significant effects on body weight. Birds of the Interior Savannah ecotype were the heaviest (p = 0.004), with mean weights of 1.23 kg for females and 1.40 kg for males. Sex also had a strong significant effect on most of the morphological measurements, but the sex * ecotype interaction effect was not significant. Very few of the feather phenotypes previously reported to be associated with heat resistance-frizzle (2%) and naked neck (1.6%)-were found in the studied populations. It is concluded that the three local ecotypes are genetically diverse but with similar morphological features and the information provided would be useful for future selection decisions.
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  • 文章类型: Journal Article
    进化和人口统计学过程之间的复杂相互作用经常导致高山谱系中遗传和表型多样性的复杂模式,对物种划界和生物多样性保护规划提出了严峻挑战。在这里,我们整合了基因组数据,几何形态分析和耐热性实验,以探索更新世气候变化和对高山环境的适应对分类复杂的Agabusbipustulatus物种组中潜水甲虫基因组和表型变异模式的作用。遗传结构和系统基因组分析显示存在三个地理上有凝聚力的谱系,两个代表海拔多面手A.bipustulatus的跨古北和伊比利亚种群,另一个代表严格的高山A.nevadensis,伊比利亚东南部内华达山脉的一种窄范围的特有分类群。血统分歧的最佳支持模型,随着次级接触区普遍存在的遗传渗入和混合,与第四纪气候振荡相关的人口隔离和连通性的情景一致。我们的结果表明,尼泊尔A.nevadensis是一种高山生态型。其基因型,形态和生理分化可能是由于人口隔离和当地海拔适应之间的相互作用。值得注意的是,在伊比利亚半岛,这种生态型分化是内华达山脉种群所独有的,并且尚未在Bipustulatus的其他高山种群中复制。总的来说,我们的研究支持研究综合体中的快速生态型分化和初期物种形成过程,并指出更新世冰川和沿海拔梯度的局部适应是高山环境中生物多样性生成的关键驱动因素。
    An intricate interplay between evolutionary and demographic processes has frequently resulted in complex patterns of genetic and phenotypic diversity in alpine lineages, posing serious challenges to species delimitation and biodiversity conservation planning. Here we integrate genomic data, geometric morphometric analyses and thermal tolerance experiments to explore the role of Pleistocene climatic changes and adaptation to alpine environments on patterns of genomic and phenotypic variation in diving beetles from the taxonomically complex Agabus bipustulatus species group. Genetic structure and phylogenomic analyses revealed the presence of three geographically cohesive lineages, two representing trans-Palearctic and Iberian populations of the elevation-generalist A. bipustulatus and another corresponding to the strictly-alpine A. nevadensis, a narrow-range endemic taxon from the Sierra Nevada mountain range in southeastern Iberia. The best-supported model of lineage divergence, along with the existence of pervasive genetic introgression and admixture in secondary contact zones, is consistent with a scenario of population isolation and connectivity linked to Quaternary climatic oscillations. Our results suggest that A. nevadensis is an alpine ecotype of A. bipustulatus, whose genotypic, morphological and physiological differentiation likely resulted from an interplay between population isolation and local altitudinal adaptation. Remarkably, within the Iberian Peninsula, such ecotypic differentiation is unique to Sierra Nevada populations and has not been replicated in other alpine populations of A. bipustulatus. Collectively, our study supports fast ecotypic differentiation and incipient speciation processes within the study complex and points to Pleistocene glaciations and local adaptation along elevational gradients as key drivers of biodiversity generation in alpine environments.
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  • 文章类型: Journal Article
    植物拟南芥是研究人员通过许多植物研究使用的模型系统。最近的努力集中在发现从世界各地分离的天然存在的生态型中发现的基因组变异。这些生态型来自不同的气候,因此面临并适应了各种非生物和生物应激源。这些基因组的测序和比较分析可以提供对植物适应性策略的洞察。虽然有大量的生态型基因组序列可用,大多数是使用短读技术创建的。将包含结构变异的短读段映射到缺少该变异的参考基因组会导致这些读段的错误映射,导致遗传信息的丢失和假杂合性的引入。出于这个原因,需要基因组的长读从头测序来解决结构变异事件。在本文中,我们使用纳米孔测序对8种自然变种的基因组进行了测序。这导致高度连续的组装,其中>95%的基因组包含在5个重叠群内。这项研究的测序结果包括来自遗留物和非洲人群的5种生态型,尚未开发的遗传多样性领域。通过这项研究,我们增加了对拟南芥生态型多样性的认识,并有助于拟南芥泛基因组的持续生产。
    The plant Arabidopsis thaliana is a model system used by researchers through much of plant research. Recent efforts have focused on discovering the genomic variation found in naturally occurring ecotypes isolated from around the world. These ecotypes have come from diverse climates and therefore have faced and adapted to a variety of abiotic and biotic stressors. The sequencing and comparative analysis of these genomes can offer insight into the adaptive strategies of plants. While there are a large number of ecotype genome sequences available, the majority were created using short-read technology. Mapping of short-reads containing structural variation to a reference genome bereft of that variation leads to incorrect mapping of those reads, resulting in a loss of genetic information and introduction of false heterozygosity. For this reason, long-read de novo sequencing of genomes is required to resolve structural variation events. In this article, we sequenced the genomes of eight natural variants of A. thaliana using nanopore sequencing. This resulted in highly contiguous assemblies with >95% of the genome contained within five contigs. The sequencing results from this study include five ecotypes from relict and African populations, an area of untapped genetic diversity. With this study, we increase the knowledge of diversity we have across A. thaliana ecotypes and contribute to ongoing production of an A. thaliana pan-genome.
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  • 文章类型: Journal Article
    背景:Mabegondo农业研究中心(XuntadeGalicia,科鲁尼亚,西班牙)保存了来自西班牙西北部的生态型和草地物种自然种群的最重要的植物遗传资源之一,其中包括黑麦草种群(黑麦草属。),世界上栽培最多的牧草之一。本研究的目的是评估具有表型性状和分子标记的商业品种和天然黑麦草种群之间的多样性。
    结果:使用11个多态微卫星基因座分析了58个生态型和10个品种(总共680个DNA样品),区分了673个基因型。通过结构分析检测到两个主要组,一个与黑麦草有关,另一个与多花黑麦草有关。第一组显示两个亚组,第二组显示三个亚组。多花乳杆菌簇显示两个与第三簇无关的亚组,包括商业品种,一个来自加那利群岛(包括黑麦草),另一个来自西班牙西北部,呈现特定的农业形态特征,例如较低的FES(从1月1日起的天数,当每株植物每个地块开花三个头时),CRE(开花时的生长,以干物质为单位),和AIN(每株植物的花序数)。
    结论:这是首次分析来自伊比利亚半岛的大量黑麦草数据,从分析的商业品种中获得自生品种的明显遗传分化。此外,在生态型中发现的遗传结构与分析的表型变异有关。对保护生物多样性和获得更好适应的黑麦草品种感兴趣,由于其特定的表型特征,例如较低的FES,CRE和AIN。
    BACKGROUND: The Agricultural Research Centre of Mabegondo (Xunta de Galicia, A Coruña, Spain) conserves one of the most important collections of phytogenetic resources of ecotypes and natural populations of grassland species from northwestern Spain, among them populations of ryegrass (Lolium spp.), one of the most cultivated forage grasses in the world. The objective of the present study was to evaluate the diversity among commercial cultivars and natural ryegrass populations with phenotypic traits and molecular markers.
    RESULTS: Eleven polymorphic microsatellites loci were used to analyze 58 ecotypes and 10 cultivars (680 DNA samples in total) differentiating 673 genotypes. Two main groups were detected by the Structure analysis, one related to Lolium perenne and a second to Lolium multiflorum. The first group showed two subgroups and the second three. The cluster of L. multiflorum showed two subgroups not related with the third cluster including commercial varieties, one from the Canary Islands (with Lolium rigidum included) and a second one from northwestern Spain, which presented specific agromorphological characteristics, such as lower FES (number of days from 1 January, when three heads per plant were flowering per plot), CRE (growth in flowering, in g of dry matter), and AIN (number of inflorescences per plant).
    CONCLUSIONS: This is the first time that a large amount of data on ryegrass from the Iberian Peninsula has been analyzed, obtaining a clear genetic differentiation of the autochthonous varieties from the commercial varieties analyzed. In addition, the genetic structure found in the ecotypes was related to the phenotypic variation analyzed. Being of interest in the conservation of biodiversity and in obtaining better adapted varieties of ryegrasses, due to their specific phenotypic traits, such as a lower FES, CRE and AIN.
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  • 文章类型: Journal Article
    癌症开始,programming,免疫逃避依赖于肿瘤微环境(TME)。因此,了解TME免疫结构对于了解肿瘤转移和治疗反应至关重要.这项研究旨在使用通过生态类型分析丰富的大量RNA-seq数据来创建免疫细胞状态(CS)图谱,以解决TME中的复杂免疫结构。
    我们雇用了EcoTyper,机器学习(ML)框架,为了研究免疫CSs和多细胞生态系统的真实世界预后意义,利用来自ORIENAvatar队列中接受免疫检查点抑制剂(ICI)治疗的1,610例多种恶性肿瘤患者的分子数据,一个注释良好的现实世界数据集。
    我们的分析揭示了在我们的泛癌症数据集中一致的ICI特异性预后TME癌生态型(CEs)(包括CE1,CE9,CE10),其中CE1更缺乏淋巴细胞和CE10更多的促炎。此外,对不同癌症的特异性免疫CSs的分析显示了一致的CD8+和CD4+T细胞CS分布模式.此外,ORIENICI队列的生存分析表明,生态型CE9与最有利的生存结局相关,而CE2与最不利的结果有关。值得注意的是,黑色素瘤特异性预后EcoTyper模型证实,较低的预测风险评分与提高生存率和更好的免疫治疗反应相关.最后,在ORIENICI数据集中重新发现生态型,确定生态型E3与较差的生存结局显著相关。
    我们的发现为在现实世界实践中完善免疫治疗的患者选择过程提供了重要的见解,并指导创建针对TME中特定生态型的新型治疗策略。试用注册:NCT04526730。
    UNASSIGNED: Cancer initiation, progression, and immune evasion depend on the tumor microenvironment (TME). Thus, understanding the TME immune architecture is essential for understanding tumor metastasis and therapy response. This study aimed to create an immune cell states (CSs) atlas using bulk RNA-seq data enriched by eco-type analyses to resolve the complex immune architectures in the TME.
    UNASSIGNED: We employed EcoTyper, a machine-learning (ML) framework, to study the real-world prognostic significance of immune CSs and multicellular ecosystems, utilizing molecular data from 1,610 patients with multiple malignancies who underwent immune checkpoint inhibitor (ICI) therapy within the ORIEN Avatar cohort, a well-annotated real-world dataset.
    UNASSIGNED: Our analysis revealed consistent ICI-specific prognostic TME carcinoma ecotypes (CEs) (including CE1, CE9, CE10) across our pan-cancer dataset, where CE1 being more lymphocyte-deficient and CE10 being more proinflammatory. Also, the analysis of specific immune CSs across different cancers showed consistent CD8+ and CD4+ T cell CS distribution patterns. Furthermore, survival analysis of the ORIEN ICI cohort demonstrated that ecotype CE9 is associated with the most favorable survival outcomes, while CE2 is linked to the least favorable outcomes. Notably, the melanoma-specific prognostic EcoTyper model confirmed that lower predicted risk scores are associated with improved survival and better response to immunotherapy. Finally, de novo discovery of ecotypes in the ORIEN ICI dataset identified Ecotype E3 as significantly associated with poorer survival outcomes.
    UNASSIGNED: Our findings offer important insights into refining the patient selection process for immunotherapy in real-world practice and guiding the creation of novel therapeutic strategies to target specific ecotypes within the TME.
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  • 文章类型: Journal Article
    镉(Cd)污染对农业土壤和食品安全构成重大威胁,需要有效的补救战略。柳属物种,由于它们的高覆盖率和Cd积累能力,对补救工作抱有希望。根际微生物群对提高柳树的Cd积累能力至关重要。然而,柳树与根际微生物组相互作用以增强Cd提取的机制尚不清楚。在这项研究中,我们比较了两种柳树生态型的修复性能:51-3(高Cd积累生态型,HAE)和P646(低Cd积累生态型,LAE).HAE比LAE表现出显著的优势,植物高度高10.80%,生物量提高43.80%,地上组织中Cd积累量增加20.26%(平均93.09μg),和优异的Cd易位因子(平均1.97)。通过16SrRNA扩增子测序对根际细菌群落的分析显示,与LAE相比,HAE具有更多样化的细菌群落,具有不同的组成。指标分析确定了84个特别富含HAE的属,主要属于变形杆菌,放线菌,和Firmicutes,包括有益的微生物,如链霉菌,芽孢杆菌,和假单胞菌.网络分析进一步阐明了HAE专门招募的三个分类单元组,与次级代谢产物生物合成相关的功能基因高度相关,聚糖生物合成和代谢,以及辅因子和维生素的代谢。这些功能有助于促进植物生长,Cd吸收,沙柳对Cd的抗性。总的来说,我们的发现强调了根际微生物组在促进Cd提取中的重要性,并为可持续农业实践提供了基于微生物组的策略的见解。
    Cadmium (Cd) contamination poses a significant threat to agricultural soils and food safety, necessitating effective remediation strategies. Salix species, with their high coverage and Cd accumulating capacity, hold promise for remediation efforts. The rhizosphere microbiome is crucial for enhancing Cd accumulating capacity for Salix. However, the mechanisms by how Salix interacts with its rhizosphere microbiome to enhance Cd extraction remains poorly understood. In this study, we compared the remediation performance of two Salix ecotypes: 51-3 (High Cd-accumulating Ecotype, HAE) and P646 (Low Cd-accumulating Ecotype, LAE). HAE exhibited notable advantages over LAE, with 10.80 % higher plant height, 43.80 % higher biomass, 20.26 % higher Cd accumulation in aboveground tissues (93.09 μg on average), and a superior Cd translocation factor (1.97 on average). Analysis of the rhizosphere bacterial community via 16S rRNA amplicon sequencing revealed that HAE harbored a more diverse bacterial community with a distinct composition compared to LAE. Indicator analysis identified 84 genera specifically enriched in HAE, predominantly belonging to Proteobacteria, Actinobacteria, and Firmicutes, including beneficial microbes such as Streptomyces, Bacillus, and Pseudomonas. Network analysis further elucidated three taxa groups specifically recruited by HAE, which were highly correlated with functional genes that associated with biosynthesis of secondary metabolites, glycan biosynthesis and metabolism, and metabolism of cofactors and vitamins. These functions contribute to enhancing plant growth, Cd uptake, and resistance to Cd in Salix. Overall, our findings highlight the importance of the rhizosphere microbiome in facilitating Cd extraction and provide insights into microbiome-based strategies for sustainable agricultural practices.
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