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Thermal conditioning of quail embryos has transgenerational and reversible long‑term effects
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作者 Anais Vitorino Carvalho Christelle Hennequet‑Antier +7 位作者 Romuald Rouger Joel Delaveau Thierry Bordeau Sabine Crochet Nathalie Courousse Frederique Pitel Anne Collin Vincent Coustham 《Journal of Animal Science and Biotechnology》 SCIE CAS CSCD 2023年第6期2428-2438,共11页
Background In the current context of global warming,thermal manipulation of avian embryos has received increasing attention as a strategy to promote heat tolerance in avian species by simply increasing the egg incubat... Background In the current context of global warming,thermal manipulation of avian embryos has received increasing attention as a strategy to promote heat tolerance in avian species by simply increasing the egg incubation temperature.However,because of their likely epigenetic origin,thermal manipulation effects may last more than one generation with consequences for the poultry industry.In this work,a multigenerational and transgenerational analysis of thermal manipulation during embryogenesis was performed to uncover the long-term effects of such procedure.Results Thermal manipulation repeated during 4 generations had an effect on hatchability,body weight,and weight of eggs laid in Japanese quails,with some effects increasing in importance over generations.Moreover,the effects on body weight and egg weight could be transmitted transgenerationally,suggesting non-genetic inheritance mechanisms.This hypothesis is reinforced by the observed reversion of the effect on growth after five unexposed generations.Interestingly,a beneficial effect of thermal manipulation on heat tolerance was observed a few days after hatching,but this effect was not transgenerational.Conclusions Our multigenerational study showed that thermal conditioning of quail embryos has a beneficial effect on post-hatch heat tolerance hampered by transgenerational but reversible defects on growth.Assuming that no genetic variability underlies these changes,this study provides the first demonstration of epigenetic inheritance of traits induced by environmental temperature modification associated with long-term impacts in an avian species. 展开更多
关键词 AVIAN EMBRYO Programming Temperature Transgenerational inheritance
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Potentiality of Clay Raw Materials from Northern Morocco in Ceramic Industry: Tetouan and Meknes Areas 被引量:1
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作者 M. El Ouahabi L. Daoudi +2 位作者 F. De Vleeschouwer R. Bindler N. Fagel 《Journal of Minerals and Materials Characterization and Engineering》 2014年第3期145-159,共15页
This study aims at evaluating the potential suitability of Tetouan and Meknes (central Morocco) clay material as raw materials in various ceramic applications by investigating their textural, chemical, thermal and fir... This study aims at evaluating the potential suitability of Tetouan and Meknes (central Morocco) clay material as raw materials in various ceramic applications by investigating their textural, chemical, thermal and firing characteristics. Textural properties were identified by specific surface area, cation exchange capacity (CEC) and bulk density (ρs). Chemical and thermal properties were assessed using XRF and TG/DTA techniques, respectively. Firing characteristics at temperatures from 800℃ to 1100℃ were determined by linear firing shrinkage, loss on weight and water absorption capacity. The Meknes clays are characterised by medium cation exchange capacity (CEC) and specific surface area (SSA) values due to their moderate smectite content. The Tetouan clays have medium to low CEC and medium SSA values. The main oxides in the clayey samples are SiO2 (35 - 54.3 wt%), Al2O3 (20.6 - 43.9 wt%), and Fe2O3 (9.7 - 22.4 wt%). The amount of CaO in Meknes clays ranges from 8 to 12 wt%, whereas CaO is only present in some Tetouan clay (TE4, TE7, TN4 and TN5). A significant densification of ceramic behaviour could be noticed for most of Tetouan clays at firing temperatures above 1000℃. Meknes clays show earlier densification from 800℃. The chemical, textural and ceramic properties of Tetouan and Meknes clays indicate their suitability as raw materials for the production of structural ceramics. The high amount of Fe2O3 in all clays makes them inappropriate in fine ceramics. 展开更多
关键词 CLAY Materials CERAMIC Properties CERAMIC SUITABILITY Morocco
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A Statistical Approach for Predicting Grassland Degradation in Disturbance-Driven Landscapes 被引量:1
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作者 Anne Jacquin Michel Goulard +2 位作者 J. M. Shawn Hutchinson Thomas Devienne Stacy L. Hutchinson 《Journal of Environmental Protection》 2016年第6期912-925,共14页
Maintaining a land base that supports safe and realistic training operations is a significant challenge for military land managers which can be informed by frequent monitoring of land condition in relation to manageme... Maintaining a land base that supports safe and realistic training operations is a significant challenge for military land managers which can be informed by frequent monitoring of land condition in relation to management practices. This study explores the relationship between fire and trends in tallgrass prairie vegetation at military and non-military sites in the Kansas Flint Hills. The response variable was the long-term linear trend (2001-2010) of surface greenness measured by MODIS NDVI using BFAST time series trend analysis. Explanatory variables included fire regime (frequency and seasonality) and spatial strata based on existing management unit boundaries. Several non-spatial generalized linear models (GLM) were computed to explain trends by fire regime and/or stratification. Spatialized versions of the GLMs were also constructed. For non-spatial models at the military site, fire regime explained little (4%) of the observed surface greenness trend compared to strata alone (7% - 26%). The non-spatial and spatial models for the non-military site performed better for each explanatory variable and combination tested with fire regime. Existing stratifications contained much of the spatial structure in model residuals. Fire had only a marginal effect on surface greenness trends at the military site despite the use of burning as a grassland management tool. Interestingly, fire explained more of the trend at the non-military site and models including strata improved explanatory power. Analysis of spatial model predictors based on management unit stratification suggested ways to reduce the number of strata while achieving similar performance and may benefit managers of other public areas lacking sound data regarding land usage. 展开更多
关键词 Fire Regime Spatial Statistics GLM Model GRASSLAND Remote Sensing
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Waterbird use of farm dams in south-eastern Australia:abundance and influence of biophysical and landscape characteristics 被引量:1
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作者 Andrew J.Hamilton ChloéConort +2 位作者 Aurore Bueno Christopher G.Murray James R.Grove 《Chinese Birds》 CSCD 2017年第1期12-24,共13页
Background: While agriculture has taken much environmental water in Australia's Murray-Darling Basin, agricultural expansion has resulted in a vast number of farm dams, almost three-quarters of a million in the Mu... Background: While agriculture has taken much environmental water in Australia's Murray-Darling Basin, agricultural expansion has resulted in a vast number of farm dams, almost three-quarters of a million in the Murray-Darling Basin alone.Methods: Over a summer we studied(1) waterbird abundance and species richness and(2) the influence of biophysical and landscape characteristics across 49 farm dams at a large mixed-enterprise farm in northern Victoria on the southern reach of the Murray-Darling Basin.Results: On average, dams were found to host 27.1 ± 71.1 individuals/ha and 1.8 ± 2.9 species per pond. Such densities are comparable to those on natural wetlands. Dam surface area and perimeter and amount of vegetation were positively and strongly correlated with the Rallidae density(birds/ha), but no other parameters were strongly correlated with any other functional group. The landscape in which the dams were embedded had a highly significant effect(p < 0.001) on the number of birds found on a dam.Conclusions: Our research needs to be complemented with further studies in other parts of the Basin and on other taxa, but given at our site they supported similar densities of individuals and species to natural wetlands, and given the fact that there are 710,539 farm dams in the Murray-Darling Basin, which hosts much of Australia's waterbird fauna, it is reasonable to suggest that farm dams are overlooked, and possibly very important, avian biodiversity hotspots. It also highlights the importance of a landscape setting, in which dams are situated, on the number of birds using the dams. 展开更多
关键词 Farm ponds WATERBIRDS WATERFOWL ZOOPLANKTON
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香料烟品种氯含量的调查
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作者 DARVISHZADEH R. DEHGHANI H. +3 位作者 SALEHI B. EMAMI F. NAMVARE REZALLIIE. 徐秋萍 《中国烟草学报》 EI CAS CSCD 2006年第2期42-42,共1页
关键词 氯含量 香料烟 品种 化学成分 加工条件 燃烧性 特征和 烟叶 作物 烟草
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香料烟品种氯含量的调查
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作者 DARVISHZADEH R. DEHGHANI H. +3 位作者 SALEHI B. EMAMI F. NAMVARE REZALLII E 徐秋萍(译) 《中国烟草学报》 EI CAS CSCD 2005年第6期16-16,共1页
关键词 氯含量 香料烟 品种 烟叶质量 混合型卷烟 化学成分 加工条件 燃烧性 特征和 积累量
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A Non-Destructive Time Series Model for the Estimation of Cherry Coffee Production
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作者 Jhonn Pablo Rodríguez David Griol +1 位作者 Zoraida Callejas Juan Carlos Corrales 《Computers, Materials & Continua》 SCIE EI 2022年第3期4725-4743,共19页
Coffee plays a key role in the generation of rural employment in Colombia.More than 785,000 workers are directly employed in this activity,which represents the 26%of all jobs in the agricultural sector.Colombian coffe... Coffee plays a key role in the generation of rural employment in Colombia.More than 785,000 workers are directly employed in this activity,which represents the 26%of all jobs in the agricultural sector.Colombian coffee growers estimate the production of cherry coffee with the main aim of planning the required activities,and resources(number of workers,required infrastructures),anticipating negotiations,estimating,price,and foreseeing losses of coffee production in a specific territory.These important processes can be affected by several factors that are not easy to predict(e.g.,weather variability,diseases,or plagues.).In this paper,we propose a non-destructive time series model,based on weather and crop management information,that estimate coffee production allowing coffee growers to improve their management of agricultural activities such as flowering calendars,harvesting seasons,definition of irrigation methods,nutrition calendars,and programming the times of concentration of production to define the amount of personnel needed for harvesting.The combination of time series and machine learning algorithms based on regression trees(XGBOOST,TR and RF)provides very positive results for the test dataset collected in real conditions for more than a year.The best results were obtained by the XGBOOST model(MAE=0.03;RMSE=0.01),and a difference of approximately 0.57%absolute to the main harvest of 2018. 展开更多
关键词 Cherry coffee production estimation LEARNER approaches time series weather data crop management data
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Modelling Operational Decision-Making in Agriculture
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作者 Roger Martin-Clouaire 《Agricultural Sciences》 2017年第7期527-544,共18页
Farm management practices differ considerably among farmers. In this article, we explore the processes which farmers go through when making operational decisions about technical interventions. Because farmers have dif... Farm management practices differ considerably among farmers. In this article, we explore the processes which farmers go through when making operational decisions about technical interventions. Because farmers have different approaches to the decision-making process, it is essential to describe these differences to identify areas in which management skills require improvement. This study identifies and represents contextual, informational and inferential aspects of the cognitive work a farm manager performs in operational decision-making. We developed a conceptual modelling framework that structures the decision-making behaviour along a set of cognitive processes such as perception, interpretation, goal reasoning, planning and judgment. These processes are activated repeatedly throughout the production process. The framework can help characterize variation in management behaviour and performance, and identify promising directions for improvement. 展开更多
关键词 BELIEF GOAL INTENTION PLAN Event AGRICULTURAL Production Management
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Ontological Foundation of Ecosystem Services and the Human Dimension of Agroecosystems
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作者 Roger Martin-Clouaire 《Agricultural Sciences》 2018年第5期525-545,共21页
The purpose of this contribution is to lay down a preparatory groundwork for an ontology of ecosystem services in the setting of agroecosystems viewed as social-ecological systems. This ontology aims at defining a set... The purpose of this contribution is to lay down a preparatory groundwork for an ontology of ecosystem services in the setting of agroecosystems viewed as social-ecological systems. This ontology aims at defining a set of representational primitives with which to model agroecosystems, through the prism of ecosystem service flows to and from agriculture. It helps delineate between biophysical structures, processes, functions, and ecosystem services. On the human side of agroecosystems, the ontology includes a conceptualization of the behaviors that govern the management of ecosystem services at different levels. It strengthens the existing analytic basis of multidisciplinary research on ecosystem services in agroecosystems by prompting modelers to stick to a homogeneous dynamic-system decomposition of the target agroecosystem. Most importantly, it provides the conceptual link between biophysical research on ecosystem services and equally important considerations on cognitive and social aspects involved in agricultural and landscape-level decisions that aim at implementing agroecological principles. 展开更多
关键词 Ontology ECOSYSTEM Service Social-Ecological System AGROECOLOGY DECISION Making
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Identification,Structure Analyses and Expression Pattern of the ERF Transcription Factor Family in Coffea arabica
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作者 Silvia Graciele Hülse de Souza Tiago B.dos Santos +5 位作者 Douglas S.Domingues Anne Bernadac Mondher Bouzayen Luiz F.P.Pereira Giuliano Degrassi Valéria Carpentieri-Pípolo 《Journal of Botanical Research》 2021年第1期32-45,共14页
Members of the ERF Family of Transcription Factors play an important role in plant development and gene expression that regulates responses to biotic and abiotic stress.This work identified 36 ERF family genes in Coff... Members of the ERF Family of Transcription Factors play an important role in plant development and gene expression that regulates responses to biotic and abiotic stress.This work identified 36 ERF family genes in Coffea arabica within the AP2/ERF full domain,using the EST-based genomic resource of the Brazilian Coffee Genome Project.The ERF family genes were classified into nine of the ten existing groups through phylogenetic analysis of the deduced amino acid sequences and comparison with the sequences of the ERF family genes in Arabidopsis.In addition to the AP2 domain,other conserved domains were identified,typical of members of each group.The in silico analysis and expression profiling showed high levels of expression for libraries derived from tissues of fruits,leaves and flowers as well as for libraries subjected to water stress.These results suggest the participation of the ERF family genes of C.arabica in distinct biological functions,such as control of development,maturation,and responses to water stress.The results of this work imply in the selection of promising genes for further functional characterizations that will provide a better understanding of the complex regulatory networks related to plant development and responses to stress,opening up opportunities for coffee breeding programs. 展开更多
关键词 AP2/ERF COFFEE ETHYLENE Transcription factor
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Assessing impacts of different land use scenarios on water budget of Fuhe River,China using SWAT model 被引量:5
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作者 Tao Can Chen Xiaoling +3 位作者 Lu Jianzhong Philip W.Gassman Sauvage Sabine Sanchez Pérez José-Miguel 《International Journal of Agricultural and Biological Engineering》 SCIE EI CAS 2015年第3期95-109,共15页
The Soil and Water Assessment Tool(SWAT)model was used to assess the impacts of different land use scenarios on hydrological processes in the Fuhe watershed in Poyang Lake Basin,East China.A total of 12 model paramete... The Soil and Water Assessment Tool(SWAT)model was used to assess the impacts of different land use scenarios on hydrological processes in the Fuhe watershed in Poyang Lake Basin,East China.A total of 12 model parameters were calibrated with observed monthly runoff data for 1982-1988 and validated for 1991-1998 for baseline conditions.The baseline test results of R2 and Nash-Sutcliffe model efficiency(NSE)values ranged between 0.88 and 0.94 across the calibration and validation periods,indicating that SWAT accurately replicated the Fuhe watershed streamflow.Several different land use scenarios were then simulated with the model,focusing on the impacts of land use change on the hydrology of the watershed.The results of hypothetical scenario simulations revealed that surface runoff declined while groundwater recharge and evapotranspiration(ET)increased,as forest land,agriculture land and/or grassland areas increased,as well as when paddy field and urban areas decreased.These results further showed that forest land has a higher capacity to conserve the water as compared to pasture land.The results of the real scenario simulations revealed that urbanization is the strongest contributor to changes in surface runoff,water yield,and ET.Urbanization can be considered as a potential major environmental stressor controlling hydrological components. 展开更多
关键词 SWAT model land use streamflow water budget scenario simulation Poyang Lake Fuhe watershed
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Endophyte infection of Festuca eskia enhances seedling survival to drought and cutting at the expense of clonal expansion 被引量:1
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作者 Anaïs Gibert Laurent Hazard 《Journal of Plant Ecology》 SCIE 2011年第4期201-208,共8页
Symbiotic relationships between fungal endophytes and grass species are known to increase stress resistance in the grass host;however,there is little evidence to suggest that the positive effects occur early in the gr... Symbiotic relationships between fungal endophytes and grass species are known to increase stress resistance in the grass host;however,there is little evidence to suggest that the positive effects occur early in the grass life cycle.In this study,we explored the effects of the endophyte Epichloe¨festucae on the growth and survival of Festuca eskia seedlings under drought and frequent cutting stress.Methods Festuca eskia seedlings were collected from the western part of the plant repartition area in a non-symbiotic population located in a mesic and heavily grazed site(W-NS)and from the eastern part in a symbiotic population from a xeric and lightly grazed site(E-S).The E-S population was experimentally freed from its endophyte(E-F).Two greenhouse experiments were conducted to compare growth and survival between the three seedling types under drought stress and frequent cutting.In the first experiment,126 seedlings per seedling type(n=378)were grown for 6 weeks under non-limiting conditions before the cessation of watering.After 3 weeks without irrigation,full irrigation was restored for 10 days to measure the survival rate.Leaf length,leaf elongation rate and survival rate were assessed per population.In the second experiment,156 seedlings per seedling type(n=468)were grown under non-limiting conditions.All seedlings were cut to 3 cmhigh,twice a week,during the first month of growth.Leaf elongation and tillering were monitored on 52 seedlings per seedling type.For each type,seedling survival rate was determined by the number of plants alive after 10 days of regrowth,without cutting.Important Findings The drought experiment revealed a phenotypic differentiation to drought in 30 F.eskia populations,suggesting adaptive differentiation:the eastern seedlings showed the highest survival rate.A tradeoff between growth and survival was highlighted:the highest drought survival rate was associated with the lowest leaf elongation rate under non-limiting water conditions.Endophyte presence in the eastern population increased seedling drought survival.In contrast,cutting survival rate was similar between W-NS and E-S because the presence of the endophyte increased seedling survival to frequent cutting.However,this positive effect came with a cost:the endophyte reduced seedling tillering rate. 展开更多
关键词 Epichloëfestucae water stress CUTTING fitness native grass MUTUALISM
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The SlTPL3–SlWUS module regulates multi-locule formation in tomato by modulating auxin and gibberellin levels in the shoot apical meristem 被引量:1
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作者 Shiwei Song Binbin Huang +11 位作者 Zanlin Pan Qiuxiang Zhong Yinghua Yang Da Chen Lisha Zhu Guojian Hu Mi He Caiyu Wu Mohammed Zouine Riyuan Chen Mondher Bouzayen Yanwei Hao 《Journal of Integrative Plant Biology》 SCIE CAS CSCD 2022年第11期2150-2167,共18页
Malformed fruits depreciate a plant’s market value.In tomato(Solanum lycopersicum),fruit malformation is associated with the multi-locule trait,which involves genes regulating shoot apical meristem(SAM)development.Th... Malformed fruits depreciate a plant’s market value.In tomato(Solanum lycopersicum),fruit malformation is associated with the multi-locule trait,which involves genes regulating shoot apical meristem(SAM)development.The expression pattern of TOPLESS3(SITPL3)throughout SAM development prompted us to investigate its functional significance via RNA interference(RNAi)and clustered regularly interspaced short palindromic repeats/CRISPR-associated nuclease 9(Cas9)-mediated gene editing.Lower SITPL3 transcript levels resulted in larger fruits with more locules and larger SAMs at the 5 d after germination(DAG5)stage.Differentially expressed genes in the SAM of wild-type(WT)and SITPL3-RNAi plants,identified by transcriptome deep sequencing(RNA-seq),were enriched in the gibberellin(GA)biosynthesis and plant hormone signaling pathways.Moreover,exogenous auxin and paclobutrazol treatments rescued the multi-locule phenotype,indicating that SITPL3 affects SAM size by mediating auxin and GA levels in the SAM.Furthermore,SITPL3 interacted with WUSCHEL(SIWUS),which plays an important role in SAM size maintenance.We conducted RNA-seq and DNA affinity purification followed by sequencing(DAP-seq)analyses to identify the genes regulated by SITPL3 and SIWUS in the SAM and to determine how they regulate SAM size.We detected24 overlapping genes regulated by SITPL3 and SIWUS and harboring an SIWUS-binding motif in their promoters.Furthermore,functional annotation revealed a notable enrichment for functions in auxin transport,auxin signal transduction,and GA biosynthesis.Dual-luciferase assays also revealed that SITPL3 enhances SIWUS-mediated regulation(repression and activation)of SIPIN3 and SIGA2 ox4 transcription,indicating that the SITPL3-SIWUS module regulates SAM size by mediating auxin distribution and GA levels,and perturbations of this module result in enlarged SAM.These results provide novel insights into the molecular mechanism of SAM maintenance and locule formation in tomato and highlight the SITPL3-SIWUS module as a key regulator. 展开更多
关键词 AUXIN GIBBERELLIN locule number shoot apical meristem(SAM) TOPLESS3(Sl TPL3)
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Nitro-Phenlactone, a Carlactone Analog with Pleiotropic Strigolactone Activities 被引量:2
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作者 Kun-Peng Jia Boubacar A. Kountche +5 位作者 Muhammad Jamil Xiujie Guo Valentine O, Ntui Andreas REffenacht Soizic Rochange Salim AI-Babili 《Molecular Plant》 SCIE CAS CSCD 2016年第9期1341-1344,共4页
Dear Editor Strigolactones (SLs) are novel phytohormones that shape plant architecture by inhibiting shoot branching and regulating root growth, besides their established functions in stimulating seed germination of... Dear Editor Strigolactones (SLs) are novel phytohormones that shape plant architecture by inhibiting shoot branching and regulating root growth, besides their established functions in stimulating seed germination of root-parasitic weeds, such as Striga and Phelipanche species, and inducing hyphal branching in arbuscular mycorrhizal (AM) fungi (AI-Babili and Bouwmeester, 2015). Canonical SLs are divided into strigoland orobanchollike subfamilies with a typical structure consisting of a tricyclic (ABC-ring) and a monocyclic lactone (D-ring), which are connected by an enol ether bridge (Figure 1A and Supplemental Figure 1). SLs are synthesized from carotenoids via carlactone, which lacks the B/C-ring (Alder et al., 2012). In Arabidopsis, carlactone (Figure 1A) is converted by MAX1, a member of the CYP711 family, into carlactonoic acid, after methylation, which, can bind to SL receptor (Abe et al., 2014). In rice, a MAX1 homolog, the carlactone oxidase, introduces B/C-rings into carlactone, 展开更多
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Comparative phylogenomics and phylotranscriptomics provide insights into the genetic complexity of nitrogen-fixing root-nodule symbiosis
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作者 Yu Zhang Yuan Fu +29 位作者 Wenfei Xian Xiuli Li Yong Feng Fengjiao Bu Yan Shi Shiyu Chen Robin van Velzen Kai Battenberg Alison M.Berry Marco G.Salgado Hui Liu Tingshuang Yi Pascale Fournier Nicole Alloisio Petar Pujic Hasna Boubakri M.Eric Schranz Pierre-Marc Delaux Gane Ka-Shu Wong Valerie Hocher Sergio Svistoonoff Hassen Gherbi Ertao Wang Wouter Kohlen Luis G.Wall Martin Parniske Katharina Pawlowski Philippe Normand Jeffrey J.Doyle Shifeng Cheng 《Plant Communications》 SCIE 2024年第1期130-147,共18页
Plant root-nodule symbiosis(RNS)with mutualistic nitrogen-fixing bacteria is restricted to a single clade of angiosperms,the Nitrogen-Fixing Nodulation Clade(NFNC),and is best understood in the legume family.Nodulatin... Plant root-nodule symbiosis(RNS)with mutualistic nitrogen-fixing bacteria is restricted to a single clade of angiosperms,the Nitrogen-Fixing Nodulation Clade(NFNC),and is best understood in the legume family.Nodulating species share many commonalities,explained either by divergence from a common ancestor over 100 million years ago or by convergence following independent origins over that same time period.Regardless,comparative analyses of diverse nodulation syndromes can provide insights into constraints on nodulation—what must be acquired or cannot be lost for a functional symbiosis—and the latitude for Plant Communications Genomic landscape of nodulation variation in the symbiosis.However,much remains to be learned about nodulation,especially outside of legumes.Here,we employed a large-scale phylogenomic analysis across 88 species,complemented by 151 RNA-seq libraries,to elucidate the evolution of RNS.Our phylogenomic analyses further emphasize the uniqueness of the transcription factor NIN as a master regulator of nodulation and identify key muta-tions that affect its function across the NFNC.Comparative transcriptomic assessment revealed nodule-specific upregulated genes across diverse nodulating plants,while also identifying nodule-specific and nitrogen-response genes.Approximately 70%of symbiosis-related genes are highly conserved in the four representative species,whereas defense-related and host-range restriction genes tend to be lineage specific.Our study also identified over 900000 conserved non-coding elements(CNEs),over 300000 of which are unique to sampled NFNC species.NFNC-specific CNEs are enriched with the active H3K9ac mark and are correlated with accessible chromatin regions,thus representing a pool of candidate regula-tory elements for genes involved in RNS.Collectively,our results provide novel insights into the evolution of nodulation and lay a foundation for engineering of RNS traits in agriculturally important crops. 展开更多
关键词 nitrogen-fixing root-nodule symbiosis two competing hypotheses phylogenomics phylotranscrip-tomics conserved non-coding elements convergence deep homology
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