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Metabolic marker-assisted genomic prediction improves hybrid breeding. 代谢标记辅助基因组预测改善杂交育种。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-29 DOI: 10.1016/j.xplc.2024.101199
Yang Xu, Wenyan Yang, Jie Qiu, Kai Zhou, Guangning Yu, Yuxiang Zhang, Xin Wang, Yuxin Jiao, Xinyi Wang, Shujun Hu, Xuecai Zhang, Pengcheng Li, Yue Lu, Rujia Chen, Tianyun Tao, Zefeng Yang, Yunbi Xu, Chenwu Xu

Hybrid breeding is widely acknowledged as the most effective method for increasing crop yield, particularly in maize and rice. However, a major challenge in hybrid breeding is the selection of desirable combinations from the vast pool of potential crosses. Genomic selection (GS) has emerged as a powerful tool to tackle this challenge, but its success in practical breeding depends on prediction accuracy. Several strategies have been explored to enhance prediction accuracy for complex traits, such as the incorporation of functional markers and multi-omics data. Metabolome-wide association studies (MWAS) help to identify metabolites that are closely linked to phenotypes, known as metabolic markers. However, the use of preselected metabolic markers from parental lines to predict hybrid performance has not yet been explored. In this study, we developed a novel approach called metabolic marker-assisted genomic prediction (MM_GP), which incorporates significant metabolites identified from MWAS into GS models to improve the accuracy of genomic hybrid prediction. In maize and rice hybrid populations, MM_GP outperformed genomic prediction (GP) for all traits, regardless of the method used (genomic best linear unbiased prediction or eXtreme gradient boosting). On average, MM_GP demonstrated 4.6% and 13.6% higher predictive abilities than GP for maize and rice, respectively. MM_GP could also match or even surpass the predictive ability of M_GP (integrated genomic-metabolomic prediction) for most traits. In maize, the integration of only six metabolic markers significantly associated with multiple traits resulted in 5.0% and 3.1% higher average predictive ability compared with GP and M_GP, respectively. With advances in high-throughput metabolomics technologies and prediction models, this approach holds great promise for revolutionizing genomic hybrid breeding by enhancing its accuracy and efficiency.

杂交育种被广泛认为是提高作物产量的最有效方法,特别是玉米和水稻。然而,杂交育种的一个主要挑战是从大量潜在的杂交品种中选择理想的组合。基因组选择(GS)已成为解决这一挑战的有力工具,但其在实际育种中的成功取决于预测的准确性。为了提高复杂性状的预测精度,人们已经探索了几种策略,如结合功能标记和多组学数据。全代谢组关联研究(MWAS)有助于鉴定与表型密切相关的代谢物,称为代谢标志物。然而,利用来自亲本系的预选代谢标记来预测杂交性能尚未进行探索。在这项研究中,我们开发了一种称为代谢标记辅助基因组预测(MM_GP)的新方法,将从MWAS中鉴定的重要代谢物纳入GS模型,以提高基因组杂交预测的准确性。在玉米和水稻杂交群体中,无论使用何种方法(GBLUP或XGBoost), MM_GP在所有性状上都优于GP。MM_GP对玉米和水稻的平均预测能力分别比GP高4.6%和13.6%。此外,MM_GP对大多数性状的预测能力可以匹配甚至超过M_GP(基因组-代谢组学综合预测)。值得注意的是,仅整合6个与多个性状显著相关的代谢标记,玉米的平均预测能力分别比GP和M_GP高5.0%和3.1%。随着高通量代谢组学技术和预测模型的发展,该方法通过提高其准确性和效率,有望彻底改变基因组杂交育种。
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引用次数: 0
Geminivirus βV1 protein activates bZIP17/28-mediated UPR signaling to facilitate viral pathogenicity but its activity is attenuated by autophagic degradation in plants. betasatellite βV1蛋白的自噬降解损害了双子座病毒通过bZIP17/28的适存性。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-26 DOI: 10.1016/j.xplc.2024.101198
Tao Hu, Chenyang Li, Hui Liu, Chenlu Su, Yaqin Wang, Fangfang Li, Xueping Zhou

The unfolded protein response (UPR) is a vital cellular pathway that maintains endoplasmic reticulum (ER) homeostasis under conditions of ER stress and is associated with the degradation of misfolded proteins. However, the role of ER-associated degradation in plant-microbe interactions has yet to be explored. In this study, we identified a novel viral protein, βV1, encoded by the tomato yellow leaf curl betasatellite (TYLCCNB), which is localized to the ER and triggers ER aggregation. Transient expression of βV1 in Nicotiana benthamiana induces robust ER stress and activates the bZIP17/28 branch of the UPR signaling pathway. The induction of bZIP17/28 by βV1 is crucial for successful virus infection. Furthermore, we demonstrated that βV1 is unstable in N. benthamiana mesophyll cells, as it is targeted for autophagic degradation. The autophagy-related protein ATG18a, a key component of autophagosomes, participates in the degradation of βV1, thereby exerting an anti-viral role. Taken together, our results reveal a novel function of the βV1 protein and provide the first evidence for involvement of bZIP17/28 and ATG18a in ER-associated autophagic degradation during geminivirus infection. These findings significantly expand our understanding of the arms-race dynamics between plants and viruses.

未折叠蛋白反应(UPR)是一种重要的细胞通路,可在ER胁迫条件下维持内质网(ER)的平衡,这与错误折叠蛋白的降解有关。然而,ER相关降解在植物与微生物相互作用中的作用还有待探索。在这项研究中,我们发现由番茄黄卷叶蛾β卫星(TYLCCNB)编码的新型病毒蛋白βV1是一种引发ER聚集的ER定位蛋白。βV1在烟草中的瞬时表达可诱导强大的ER压力,并激活UPR信号通路的bZIP17/28分支。βV1对bZIP17/28的诱导是病毒成功感染的关键。此外,我们还证明,βV1 在 N. benthamiana 叶肉细胞中是不稳定的,因为它是自噬降解的目标。自噬相关蛋白 ATG18a 是自噬体的关键成分,它参与了 βV1 的降解,从而发挥了抗病毒作用。综上所述,我们的研究结果揭示了βV1蛋白的一种新功能,并首次提供了bZIP17/28和ATG18a参与geminivirus感染过程中ER相关自噬降解的证据。这些发现大大拓展了我们对植物与病毒之间军备竞赛动态的理解。
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引用次数: 0
MRBIGR: A versatile toolbox for genetic regulation inference from population-scale multi-omics data. MRBIGR:从种群规模的多组学数据中推断遗传调控的多功能工具箱。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-23 DOI: 10.1016/j.xplc.2024.101197
Feng Xu, Qian Cheng, Songyu Liu, Shuqin Jiang, Jianan Zhang, Xiaowei Mao, Xiangfeng Wang, Jinsheng Lai, Jun Yan
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引用次数: 0
The integration of quantile regression with 3VmrMLM identifies more QTNs and QTN-by-environment interactions using SNP- and haplotype-based markers. 量子回归与 3VmrMLM 的整合利用基于 SNP 和单体型的标记物识别出更多的 QTN 和 QTN 与环境的相互作用。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-23 DOI: 10.1016/j.xplc.2024.101196
Wen-Xian Sun, Xiao-Yu Chang, Ying Chen, Qiong Zhao, Yuan-Ming Zhang

Current methods used in genome-wide association studies frequently lack power owing to their inability to detect heterogeneous associations and rare and multiallelic variants. To address these issues, quantile regression is integrated with a three (compressed) variance component multi-locus random-SNP-effect mixed linear model (3VmrMLM) to propose q3VmrMLM for detecting heterogeneous quantitative trait nucleotides (QTNs) and QTN-by-environment interactions (QEIs), and then design haplotype-based q3VmrMLM (q3VmrMLM-Hap) for identifying multiallelic haplotypes and rare variants. In Monte Carlo simulation studies, q3VmrMLM had higher power than 3VmrMLM, sequence kernel association test (SKAT), and integrated quantile rank test (iQRAT). In a re-analysis of 10 traits in 1439 rice hybrids, 261 known genes were identified only by q3VmrMLM and q3VmrMLM-Hap, whereas 175 known genes were detected by both the new and existing methods. Of all the significant QTNs with known genes, q3VmrMLM (179: 140 variance heterogeneity and 157 quantile effect heterogeneity) found more heterogeneous QTNs than 3VmrMLM (123), SKAT (27), and iQRAT (29); q3VmrMLM-Hap (121) mapped more low-frequency (<0.05) QTNs than q3VmrMLM (51), 3VmrMLM (43), SKAT (11), and iQRAT (12); and q3VmrMLM-Hap (12), q3VmrMLM (16), and 3VmrMLM (12) had similar power in identifying gene-by-environment interactions. All significant and suggested QTNs achieved the highest predictive accuracy (r = 0.9045). In conclusion, this study describes a new and complementary approach to mining genes and unraveling the genetic architecture of complex traits in crops.

目前在全基因组关联研究中使用的方法由于无法检测异质性关联以及罕见和多拷贝变异,经常会导致研究效果不佳。为了解决这些问题,我们首次将量子回归与压缩方差分量多焦点随机-SNP效应混合线性模型(3VmrMLM)相结合,提出了q3VmrMLM,用于检测异质性数量性状核苷酸(QTN)和QTN与环境的交互作用(QEIs),而q3VmrMLM-Hap则用于识别多拷贝单倍型和罕见变异。在蒙特卡罗模拟研究中,q3VmrMLM 比 3VmrMLM、SKAT 和 iQRAT 具有更强的能力。在对 1439 个水稻杂交种的 10 个性状进行的重新分析中,仅 q3VmrMLM 和 q3VmrMLM-Hap 就鉴定出 261 个已知基因,而新方法和现有方法共同检测出 175 个已知基因。在所有含有已知基因的重要 QTN 中,q3VmrMLM(179 个:140 个方差异质性和 157 个量子效应异质性)比 3VmrMLM(123 个)、SKAT(27 个)和 iQRAT(29 个)发现了更多的异质性 QTN,q3VmrMLM-Hap(121 个)映射了更多的低频(
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引用次数: 0
Natural variation in TaERF-A1 confers semi-dwarf and lodging-resistant plant architecture in wheat. 编码 AP2/ERF 转录因子的 TaERF-A1 的自然变异赋予小麦半矮植株结构和更强的抗倒伏性。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-19 DOI: 10.1016/j.xplc.2024.101194
Renhan Li, Jie Liu, Lingling Chai, Dejie Du, Wen Yang, Jun Zhu, Yaotian Gao, Yunjie Liu, Lingfeng Miao, Long Song, Xiaoming Xie, Yongming Chen, Zhaoheng Zhang, Pei Ni, Yidi Zhao, Zhaoju Li, Lahu Lu, Weilong Guo, Huiru Peng, Qixin Sun, Zhongfu Ni

The introduction of Reduced height (Rht) genes into wheat varieties has been pivotal in developing semi-dwarf plant architectures, significantly improving lodging resistance and harvest indices. Therefore, identifying new Rht gene resources for breeding semi-dwarf wheat cultivars has been a key strategy for ensuring high and stable grain yields since the 1960s. In this study, we report the map-based cloning of TaERF-A1, which encodes an AP2/ERF (APETALA2/ethylene responsive factor) transcription factor that acts as a positive regulator of wheat stem elongation, as a novel gene that regulates plant height and spike length. The natural variant, TaERF-A1JD6, features a Phe (derived from 'Nongda3338') to Ser (derived from 'Jingdong6') substitution at position 178, which significantly reduces the stability of the TaERF-A1 protein. This substitution leads to partially attenuated transcriptional activation of downstream target genes, including TaPIF4 (Triticum aestivum Phytochrome Interacting Factor 4), thereby restricting stem and spike elongation. Importantly, the introgression of the semi-dwarfing allele TaERF-A1JD6 into wheat can significantly enhance lodging resistance, particularly in dense cropping systems. Therefore, our study identifies TaERF-A1JD6 as a new Rht gene resource for breeding semi-dwarf wheat varieties with increased yield stability.

在小麦品种中引入降低高度(Rht)基因,可获得半矮植株结构,并在很大程度上提高抗倒伏性和收获指数。因此,自 20 世纪 60 年代以来,探索新的 Rht 基因资源以培育半矮小小麦栽培品种一直是保证小麦高产稳产的主要策略。本研究报告了基于图谱克隆的 TaERF-A1 基因,该基因编码 AP2/ERF 转录因子,是小麦茎伸长的正调控因子,是调控株高和穗长的新基因。天然变体 TaERF-A1JD6 的特点是在第 178 位将 Phe(来源于农大 3338)替换为 Ser(来源于京东 6),这大大削弱了 TaERF-A1 蛋白的稳定性。因此,这种替换导致 TaERF-A1 靶向下游基因(包括 TaPIF4)的转录激活部分减弱,从而限制了茎和穗的伸长。重要的是,在小麦材料中导入与半矮化相关的等位基因 TaERF-A1JD6 能显著提高抗倒伏性,尤其是在密植系统中。因此,我们的研究揭示了 TaERF-A1JD6 是一种新的 Rht 基因资源,可用于培育具有增产稳定性的半矮秆小麦品种。
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引用次数: 0
Creation of rapeseed germplasm with high polyunsaturated fatty acid content by wild-relative introgression from Brassica carinata. 通过芸苔属植物的相对引种,培育出多不饱和脂肪酸含量高的油菜种质。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-16 DOI: 10.1016/j.xplc.2024.101193
Yan Niu, Wenwen Li, Yinghui Yang, Hao Wang, Zhesi He, Han Qin, Yikai Zhang, Dandan Hu, Jing Wang, Chunyu Zhang, Guangsheng Yang, Ian Bancroft, Jun Zou
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引用次数: 0
Cytokinins regulate spatially specific ethylene production to control root growth in Arabidopsis. 细胞分裂素调节空间特异性乙烯的产生,从而控制拟南芥根的生长。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-11 Epub Date: 2024-07-03 DOI: 10.1016/j.xplc.2024.101013
Amel Yamoune, Marketa Zdarska, Thomas Depaepe, Anna Rudolfova, Jan Skalak, Kenneth Wayne Berendzen, Virtudes Mira-Rodado, Michael Fitz, Blanka Pekarova, Katrina Leslie Nicolas Mala, Paul Tarr, Eliska Spackova, Lucia Tomovicova, Barbora Parizkova, Abigail Franczyk, Ingrid Kovacova, Vladislav Dolgikh, Elena Zemlyanskaya, Marketa Pernisova, Ondrej Novak, Elliot Meyerowitz, Klaus Harter, Dominique Van Der Straeten, Jan Hejatko

Two principal growth regulators, cytokinins and ethylene, are known to interact in the regulation of plant growth. However, information about the underlying molecular mechanism and positional specificity of cytokinin/ethylene crosstalk in the control of root growth is scarce. We have identified the spatial specificity of cytokinin-regulated root elongation and root apical meristem (RAM) size, both of which we demonstrate to be dependent on ethylene biosynthesis. Upregulation of the cytokinin biosynthetic gene ISOPENTENYLTRANSFERASE (IPT) in proximal and peripheral tissues leads to both root and RAM shortening. By contrast, IPT activation in distal and inner tissues reduces RAM size while leaving the root length comparable to that of mock-treated controls. We show that cytokinins regulate two steps specific to ethylene biosynthesis: production of the ethylene precursor 1-aminocyclopropane-1-carboxylate (ACC) by ACC SYNTHASEs (ACSs) and its conversion to ethylene by ACC OXIDASEs (ACOs). We describe cytokinin- and ethylene-specific regulation controlling the activity of ACSs and ACOs that are spatially discrete along both proximo/distal and radial root axes. Using direct ethylene measurements, we identify ACO2, ACO3, and ACO4 as being responsible for ethylene biosynthesis and ethylene-regulated root and RAM shortening in cytokinin-treated Arabidopsis. Direct interaction between ARABIDOPSIS RESPONSE REGULATOR 2 (ARR2), a member of the multistep phosphorelay cascade, and the C-terminal portion of ETHYLENE INSENSITIVE 2 (EIN2-C), a key regulator of canonical ethylene signaling, is involved in the cytokinin-induced, ethylene-mediated control of ACO4. We propose tight cooperation between cytokinin and ethylene signaling in the spatially specific regulation of ethylene biosynthesis as a key aspect of the hormonal control of root growth.

众所周知,细胞分裂素和乙烯这两种主要生长调节剂在植物生长调控过程中相互作用。然而,有关细胞分裂素/乙烯在根系生长调控中相互影响的分子机制和位置特异性的信息却很少。我们发现了细胞分裂素调控根伸长和根顶端分生组织(RAM)大小的空间特异性,并证明这两者都依赖于乙烯的生物合成。细胞分裂素生物合成基因 ISOPENTENYLTRANSFERASE(IPT)在近端和外围组织中的上调会导致根和 RAM 缩短。相反,激活远端和内部组织中的 IPT 会减少 RAM 的大小,同时使根的长度与模拟处理的对照组相当。我们的研究表明,细胞分裂素调节乙烯生物合成的两个特定步骤,即乙烯前体 1-氨基环丙烷-1-羧酸酯(ACC)由 ACC 合成酶(ACS)产生,以及乙烯前体 1-氨基环丙烷-1-羧酸酯(ACC)由 ACC 氧化酶(ACO)转化为乙烯。我们描述了细胞分裂素和乙烯的特异性调控,这些调控控制着沿近根轴/远根轴和径向根轴空间离散的 ACS 和 ACO 的活性。通过直接乙烯测量,我们确定 ACO2、ACO3 和 ACO4 在细胞分裂素处理的拟南芥中负责乙烯生物合成以及乙烯调控的根和 RAM 缩短。拟南芥反应调节因子 2(ARR2)是多步骤磷酸还原级联的成员之一,它与乙烯无敏感性 2(EIN2-C)的 C 端部分(EIN2-C 是典型乙烯信号转导的关键调节因子)之间的直接相互作用参与了细胞分裂素诱导的乙烯介导的 ACO4 控制。我们认为细胞分裂素和乙烯信号在乙烯生物合成的空间特异性调控中的紧密合作是激素控制根系生长的一个关键方面。
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引用次数: 0
Structural and spectroscopic insights into fucoxanthin chlorophyll a/c-binding proteins of diatoms in diverse oligomeric states. 硅藻中不同寡聚状态的叶绿素 a/c 结合蛋白的结构和光谱学研究。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-11 Epub Date: 2024-07-18 DOI: 10.1016/j.xplc.2024.101041
Cuicui Zhou, Yue Feng, Zhenhua Li, Lili Shen, Xiaoyi Li, Yumei Wang, Guangye Han, Tingyun Kuang, Cheng Liu, Jian-Ren Shen, Wenda Wang

Diatoms, a group of prevalent marine algae, contribute significantly to global primary productivity. Their substantial biomass is linked to enhanced absorption of blue-green light underwater, facilitated by fucoxanthin chlorophyll (Chl) a/c-binding proteins (FCPs), which exhibit oligomeric diversity across diatom species. Using mild clear native PAGE analysis of solubilized thylakoid membranes, we displayed monomeric, dimeric, trimeric, tetrameric, and pentameric FCPs in diatoms. Mass spectrometry analysis revealed that each oligomeric FCP has a specific protein composition, and together they constitute a large Lhcf family of FCP antennas. In addition, we resolved the structures of the Thalassiosira pseudonana FCP (Tp-FCP) homotrimer and the Chaetoceros gracilis FCP (Cg-FCP) pentamer by cryoelectron microscopy at 2.73-Å and 2.65-Å resolution, respectively. The distinct pigment compositions and organizations of various oligomeric FCPs affect their blue-green light-harvesting, excitation energy transfer pathways. Compared with dimeric and trimeric FCPs, the Cg-FCP tetramer and Cg-FCP pentamer exhibit stronger absorption by Chl c, redshifted and broader Chl a fluorescence emission, and more robust circular dichroism signals originating from Chl a-carotenoid dimers. These spectroscopic characteristics indicate that Chl a molecules in the Cg-FCP tetramer and Cg-FCP pentamer are more heterogeneous than in both dimers and the Tp-FCP trimer. The structural and spectroscopic insights provided by this study contribute to a better understanding of the mechanisms that empower diatoms to adapt to fluctuating light environments.

硅藻是一类普遍存在的海洋藻类,对全球初级生产力做出了重大贡献。硅藻的大量生物量与它们对水下蓝绿光的吸收能力增强有关,而叶绿素 a/c 结合蛋白(FCPs)则促进了对蓝绿光的吸收。通过对溶解的类叶绿体膜进行温和的 CN-PAGE 分析,我们在硅藻中发现了单体、二聚体、三聚体、四聚体和五聚体 FCPs。质谱分析表明,每种寡聚 FCP 都有特定的蛋白质组成,构成了一个庞大的 FCP 天线 Lhcf 家族。此外,我们还通过冷冻电镜分别以2.73埃和2.65埃的分辨率解析了Thalassiosira pseudonana FCP(Tp-FCP)同源三聚体和Chaetoceros gracilis FCP(Cg-FCP)五聚体的结构。各种低聚物 FCP 中不同的色素组成和组织改变了它们的蓝绿光收集和激发能量转移途径。与二聚体和三聚体 FCP 相比,Cg-FCP 四聚体和 Cg-FCP 五聚体表现出更强的 Chls c 吸收、红移和更宽的 Chl a 荧光发射,以及源自 Chl a 类胡萝卜素二聚体的更强的圆二色性信号。这些光谱特征表明,与二聚体和 Tp-FCP 三聚体相比,Cg-FCP 四聚体和 Cg-FCP 五聚体中的 Chl a 分子更具异质性。本研究提供的结构和光谱学见解有助于更好地理解硅藻适应波动光环境的机制。
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引用次数: 0
Green production of apples delivers environmental and economic benefits in China. 中国的绿色苹果生产带来了环境和经济效益。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-11 Epub Date: 2024-06-22 DOI: 10.1016/j.xplc.2024.101006
Di Liu, Jiuliang Xu, Xuexian Li, Fusuo Zhang

Sustainable alternative farming systems are gaining popularity worldwide because of the negative effects of conventional agriculture on global climate change and the environmental degradation caused by intensive use of synthetic inputs. The green farming system in China is an integrated production strategy that focuses on reducing chemical fertilizer use while increasing organic manure inputs. Despite their rapid growth as more sustainable systems over the past decades, green farming systems have not been systematically evaluated to date. We used apple production as a representative case to assess the sustainability of green farming systems. Across major apple-producing regions in China, green farming reduced the application of chemical fertilizer nitrogen (N) by 46.8% (from 412 to 219 kg ha-1) and increased that of manure N by 33.1% (from 171 to 227 kg ha-1) on average compared with conventional systems enhancing N use efficiency by 7.27-20.27% and reducing N losses by 8.92%-11.56%. It also slightly lowered yield by 4.34%-13.8% in four provinces. Soil fertility was improved in green orchards through increases in soil organic matter, total N, and available major nutrients. Our cradle-to-farm-gate life-cycle assessment revealed that green farming helped to mitigate greenhouse gas emissions by an average of 12.6%, potentially contributing to a reduction of 165 239 t CO2 eq annually in major apple-producing areas. In addition, green farming achieved 39.3% higher profitability ($7180 ha-1 year-1) at the farmer level. Our study demonstrates the potential of green production of apples for the development of sustainable agriculture in China. These findings advance our understanding of sustainable alternative farming systems and offer perspectives for the sustainable development of global agriculture.

由于传统农业依赖大量使用合成投入品,对全球气候变化和环境退化造成了负面影响,因此可持续的替代耕作制度在全球越来越受欢迎。在中国,绿色农业系统是一种综合生产战略,尤其注重化肥减量与有机肥投入相结合。尽管作为一种更可持续的耕作制度,绿色耕作制度在过去几十年中发展迅速,但迄今为止尚未对其进行过系统评估。我们以苹果生产为代表,评估绿色农业系统的可持续性。在中国的主要苹果产区,绿色种植比传统种植平均减少化肥氮46.8%(从412千克/公顷减少到219千克/公顷),增加粪肥氮33.1%(从171千克/公顷增加到227千克/公顷),使氮的利用效率提高了7.27%到20.27%,氮的损失减少了8.92%到11.56%,但也导致四个省份的产量略低4.34%到13.8%。通过增加土壤有机质、全氮和可利用的主要养分,绿色果园的土壤肥力得到改善。我们的 "从摇篮到农场 "生命周期评估显示,绿色农业平均减少了 12.6% 的温室气体排放,每年可为苹果主产区减少 165239 吨二氧化碳当量。此外,在农民层面,绿色种植的利润率提高了 39.3%(7180 美元/公顷-1 年-1)。我们的研究证明了绿色苹果生产在中国农业绿色发展中的潜力。这些研究结果为进一步了解可持续替代农业系统和全球农业可持续发展提供了见解。
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引用次数: 0
Direct RNA sequencing in plants: Practical applications and future perspectives. 植物中的直接 RNA 测序:实际应用与未来展望。
IF 9.4 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2024-11-11 Epub Date: 2024-08-18 DOI: 10.1016/j.xplc.2024.101064
Xi-Tong Zhu, Pablo Sanz-Jimenez, Xiao-Tong Ning, Muhammad Tahir Ul Qamar, Ling-Ling Chen

The transcriptome serves as a bridge that links genomic variation to phenotypic diversity. A vast number of studies using next-generation RNA sequencing (RNA-seq) over the last 2 decades have emphasized the essential roles of the plant transcriptome in response to developmental and environmental conditions, providing numerous insights into the dynamic changes, evolutionary traces, and elaborate regulation of the plant transcriptome. With substantial improvement in accuracy and throughput, direct RNA sequencing (DRS) has emerged as a new and powerful sequencing platform for precise detection of native and full-length transcripts, overcoming many limitations such as read length and PCR bias that are inherent to short-read RNA-seq. Here, we review recent advances in dissecting the complexity and diversity of plant transcriptomes using DRS as the main technological approach, covering many aspects of RNA metabolism, including novel isoforms, poly(A) tails, and RNA modification, and we propose a comprehensive workflow for processing of plant DRS data. Many challenges to the application of DRS in plants, such as the need for machine learning tools tailored to plant transcriptomes, remain to be overcome, and together we outline future biological questions that can be addressed by DRS, such as allele-specific RNA modification. This technology provides convenient support on which the connection of distinct RNA features is tightly built, sustainably refining our understanding of the biological functions of the plant transcriptome.

转录组是连接基因组变异和表型多样性的桥梁。近二十年来,大量使用新一代 RNA 测序(RNA-seq)的研究强调了植物转录组在响应发育和环境条件中的重要作用,从而对植物转录组的动态变化、进化轨迹和精细调控有了更多的了解。随着精确度和通量的大幅提高,直接 RNA 测序(DRS)已成为精确检测原生和全长转录本的一种新的强大测序平台,它克服了短读程 RNA-seq 固有的读长和 PCR 偏差等诸多限制。在此,我们从 RNA 代谢的多个方面,包括新型同工酶、poly(A) 尾和 RNA 修饰等,回顾了以 DRS 为主要技术手段剖析植物转录组复杂性和多样性的最新进展,并提出了一套完整的植物 DRS 数据处理工作流程。关于 DRS 在植物中的应用,还有许多挑战有待解决,如针对植物转录组的机器学习工具,我们一起展望了 DRS 有可能回答的未来生物学问题,如等位基因特异性 RNA 修饰。这项技术提供了便捷的支持,可在此基础上紧密建立不同 RNA 特征之间的联系,从而不断完善我们对植物转录组生物学功能的理解。
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Plant Communications
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