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| 1 | Extensive translation of circular RNAs driven by N6-methyladenosine显示文摘广泛的 pre-mRNA 拼接背在人的 transcriptome 产生众多的圆形的 RNA (circRNAs ) 。然而,这些 circRNAs 的生物功能仍然保持大部分不清楚。这里,我们报导那 N 6-methyladenosine (m 6 一) , RNA 的最丰富的基础修正,在人的房间从 circRNAs 支持蛋白质翻译的有效开始。我们发现那一致 m 6 A 主题在 circRNAs 和单个 m 6 一个地点是足够的驾驶翻译开始。这 m 6A 驱动的翻译要求开始因素 eIF4G2 和 m 6 读者 YTHDF3,并且被 methyltransferase METTL3/14 提高,在热吃惊之上由 demethylase FTO,和 upregulated 禁止了。通过介绍的 polysome 的进一步的分析,计算预言和集体 spectrometry 揭示那 m 6 circRNAs 的 A 驱动的翻译是普遍的,与有翻译潜力的几百内长的 circRNAs。我们的学习扩展人的 transcriptome 的编码风景,并且在对环境应力的细胞的回答建议导出 circRNA 的蛋白质的一个角色。 | Yun Yang Xiaojuan Fan Miaowei Mao Xiaowei Song Ping Wu6,7 Yang Zhang Yongfeng Jin Yi Yang Ling-Ling Chen Yang Wang Catherine CL Wong Xinshu Xiao Zefeng Wang | 2017 | Cell Research2017，27，5： | 246 |
| 2 | Molecular evolution and functional divergence of HAK potassium transporter gene family in rice(Oryza sativa L.)显示文摘The high-affinity K+(HAK) transporter gene family is the largest family in plant that functions as potassium transporter and is impor-tant for various aspects of plant life.In the present study,we identified 27 members of this family in rice genome.The phylogenetic tree divided the land plant HAK transporter proteins into 6 distinct groups.Although the main characteristic of this family was established before the origin of seed plants,they also showed some differences between the members of non-seed and seed plants.The HAK genes in rice were found to have expanded in lineage-specific manner after the split of monocots and dicots,and both segmental duplication events and tandem duplication events contributed to the expansion of this family.Functional divergence analysis for this family provided statis-tical evidence for shifted evolutionary rate after gene duplication.Further analysis indicated that both point mutant with positive selection and gene conversion events contributed to the evolution of this family in rice. | Zefeng Yang Qingsong Gao Changsen Sun Wenjuan Li Shiliang Gu Chenwu Xu | 2009 | Journal of Genetics and Genomics2009，36，3： | 21 |
| 3 | Polygonisation of railway wheels:a critical review显示文摘Polygonisation is a common nonuniform wear phenomenon occurring in railway vehicle wheels and has a severe impact on the vehicle–track system,ride comfort,and lineside residents.This paper first summarizes periodic defects of the wheels,including wheel polygonisation and wheel corrugation,occurring in railways worldwide.Thereafter,the effects of wheel polygonisation on the wheel–rail interaction,noise and vibration,and fatigue failure of the vehicle and track components are reviewed.Based on the different causes,the formation mechanisms of periodic wheel defects are classified into three categories:(1)initial defects of wheels,(2)natural vibration of the vehicle–track system,and(3)thermoelastic instability.In addition,the simulation methods of wheel polygonisation evolution and countermeasures to mitigate wheel polygonisation are presented.Emphasis is given to the characteristics,effects,causes,and solutions of wheel polygonisation in metro vehicles,locomotives,and highspeed trains in China.Finally,the guidance is provided on further understanding the formation mechanisms,monitoring technology,and maintenance criterion of wheel polygonisation. | Gongquan Tao Zefeng Wen Xuesong Jin Xiaoxuan Yang | 2020 | Railway Engineering Science2020，28，4： | 20 |
| 4 | IRES-mediated cap-independent translation,a path leading to hidden proteome显示文摘Most eukaryotic mRNAs are translated in a cap-dependent fashion;however,under stress conditions,the cap-independent translation driven by internal ribosomal entry sites(IRESs)can serve as an alternative mechanism for protein production.Many IRESs have been discovered from viral or cellular mRNAs to promote ribosome assembly and initiate translation by recruiting different trons-acting factors.Although the mechanisms of translation initiation driven by viral IRESs are relatively well understood,the existence of cellular IRESs is still under debate due to the limitations of translation reporter systems used to assay IRES activities.A recent screen identified>1000 putative IRESs from viral and human mRNAs,expanding the scope and mechanism for capindependent translation.Additionally,a large number of circular RNAs lacking free ends were identified in eukaryotic cells,many of which are found to be translated through IRESs.These findings suggest that IRESs may play a previously unappreciated role in driving translation of the new type of mRNA,implying a hidden proteome produced from cap-independent translation. | Yun Yang Zefeng Wang | 2019 | Journal of Molecular Cell Biology2019，11，10： | 16 |
| 5 | Efficient elimination of multidrug-resistant bacteria using copper sulfide nanozymes anchored to graphene oxide nanosheets显示文摘Antibacterial nanomaterials have attracted growing interest for bacterial infection therapy.However,most nanomaterials eliminate bacteria either physically or chemically,which hampers their efficacy when dealing with multidrug-resistant bacteria.To overcome this,we integrated copper sulfide(CuS)nanoparticles with active graphene oxide nanosheets(GO NSs)to synthesize a superior nanocomposite(CuS/GO NC)that acts both physically and chemically on the bacteria.CuS/GO NC was produced using a facile hydrothermal method,whereby the CuS nanoparticles grew and were uniformly dispersed on the GO NSs in situ.We found that the CuS/GO NC possesses a unique needle-like morphology that physically damages the bacterial cell membrane.CuS/GO NC also exhibits high oxidase-and peroxidase-like activity,ensuring efficient generation of the reactive oxygen species•OH from H2O2,which kills bacteria chemically.These features endow the CuS/GO NC with excellent antibacterial capabilities to kill multidrug-resistant bacteria such as methicillin-resistant Staphylococcus aureus(MRSA)with only a single dose.Additionally,it was found that the CuS/GO NC accelerated the healing of infected wounds in vivo owing to its good biocompatibility as well as facilitation of cell migration and collagen secretion.This study provides a new strategy to combine the physical and chemical antibacterial modes of nanomaterials to develop more effective therapies to combat multidrug-resistant bacterial infections. | Wanshun Wang Binglin Li Huili Yang Zefeng Lin Lingling Chen Zhan Li Jiayuan Ge Tao Zhang Hong Xia Lihua Li Yao Lu | 2020 | Nano Research2020，13，8： | 8 |
| 6 | Clopidogrel loading dose versus maintenance dose to treat patients with acute ischaemic stroke in China(CLASS-China):results from a prospective double-blind randomised clinical trial显示文摘Aim The role of clopidogrel in treating patients with acute ischaemic stroke is unclear.We have conducted the clinical trial in order to evaluate the efficacy and safety of clopidogrel with a loading dose in treating patients with non-cardiogenic acute ischaemic stroke.Method Clopidogrel loading dose versus maintenance dose to treat patients with acute ischaemic stroke in China(CLASS-China)was a prospective,randomised,double-blind and placebo-controlled clinical trial in China.Patients with acute ischaemic stroke of non-cardiogenic origin within 48 hours of onset were enrolled and those received thrombolysis were excluded.Enrolled patients were divided into two treatment groups:loading dose and routine dose.The primary outcome was the incidence of stroke recurrence or progression within 7 days.Primary safety outcome was measured by life-threatening haemorrhage.An intent-to-treat analysis was used for the statistical analysis.results From March 2008 to March 2010,a total of 303 patients from 16 centres were recruited into this study;six were excluded because of lack of basic information.Since the enrolment was slow and the study drug expired in March 2010,this clinical trial was stopped earlier than planned.No significant baseline and demographic differences were seen between the two groups.There was no difference in primary outcome between the loading dosage group 16.1%(24/149)and control group 14.9%(22/148),respectively(p=0.782).The mortality and disability rate within 90 days in loading dose group(19.6%)was slightly lower than that in controlled group(23.4%),p=0.444.Loading dose group had two(1.3%)cases of fatal haemorrhage and control group had four(2.7%)within 90 days,p=0.674.No significant difference was detected in other adverse events between the groups.conclusion In our study stopped early due to slow enrolment,loading dose of clopidogrel does not reduce the risk of recurrent stroke.Future trials with sufficient number of patients enrolled are needed to re-examine this hypothesis. | Ying Zhao Wanyong Yang Zefeng Tan Wenmin Wang Weimin Xiao Jinsheng Zeng Anding Xu | 2017 | Stroke & Vascular Neurology2017，2，3： | 7 |
| 7 | Genetic mapping of quantitative trait loci in crops显示文摘Dissecting the genetic architecture of complex traits is an ongoing challenge for geneticists.Two complementary approaches for genetic mapping,linkage mapping and association mapping have led to successful dissection of complex traits in many crop species.Both of these methods detect quantitative trait loci(QTL) by identifying marker–trait associations,and the only fundamental difference between them is that between mapping populations,which directly determine mapping resolution and power.Based on this difference,we first summarize in this review the advances and limitations of family-based mapping and natural population-based mapping instead of linkage mapping and association mapping.We then describe statistical methods used for improving detection power and computational speed and outline emerging areas such as large-scale meta-analysis for genetic mapping in crops.In the era of next-generation sequencing,there has arisen an urgent need for proper population design,advanced statistical strategies,and precision phenotyping to fully exploit high-throughput genotyping. | Yang Xu Pengcheng Li Zefeng Yang Chenwu Xu | 2017 | The Crop Journal2017，5，2： | 7 |
| 8 | CAPS/dCAPS Designer: a web-based high-throughput dCAPS marker design tool显示文摘Dear Editor,An increasing number of single-nucleotide polymorphisms(SNP)have been identified and extensively used in genetics studies with advances in next-generation sequencing(NGS)and SNP arrays.However,due to frequent calling errors,the accuracy of SNPs of interest must usually be validated.In recent years,the single-nucleotide polymorphism genotyping by fluorescent competitive allele-specific polymerase chain reaction(Ni PTag,the commercial technology named KASP),a relatively new and powerful SNP | Lei Li Jiajun Liu Xiang Xue Changcheng Li Zefeng Yang Tao Li | 2018 | Science China(Life Sciences)2018，61，8： | 7 |
| 9 | Genomic selection: A breakthrough technology in rice breeding显示文摘Rice(Oryza sativa)provides a staple food source for more than half the world population.However,the current pace of rice breeding in yield growth is insufficient to meet the food demand of the everincreasing global population.Genomic selection(GS)holds a great potential to accelerate breeding progress and is cost-effective via early selection before phenotypes are measured.Previous simulation and experimental studies have demonstrated the usefulness of GS in rice breeding.However,several affecting factors and limitations require careful consideration when performing GS.In this review,we summarize the major genetics and statistical factors affecting predictive performance as well as current progress in the application of GS to rice breeding.We also highlight effective strategies to increase the predictive ability of various models,including GS models incorporating functional markers,genotype by environment interactions,multiple traits,selection index,and multiple omic data.Finally,we envision that integrating GS with other advanced breeding technologies such as unmanned aerial vehicles and open-source breeding platforms will further improve the efficiency and reduce the cost of breeding. | Yang Xu Kexin Ma Yue Zhao Xin Wang Kai Zhou Guangning Yu Cheng Li Pengcheng Li Zefeng Yang Chenwu Xu Shizhong Xu | 2021 | The Crop Journal2021，9，3： | 7 |
| 10 | Characteristics of pantograph‐catenary arc under low air pressure and strong airflow显示文摘Pantograph‐catenary arc fault is the primary factor threatening the stability of the power transmission for high‐speed railway.The motion characteristics of the pantograph‐catenary arc under low air pressure and strong airflow is significantly different from the case under atmospheric pressure.In this paper,an experimental platform of panto-graph‐catenary arc was built to investigate arc root position‐time and arc column lon-gitudinal drift height‐time characteristic curves under different air pressures and airflow velocites.Via analysing the corresponding results,it can be found that there are different arc root-arc column traction mechanisms at different stages of arc development.The arcing time and arc root stagnation time under low air pressure are significantly longer than the case under atmospheric pressure,resulting in more serious electrode ablation.The arc column longitudinal drift velocity and height are greater with the increase of airflow velocity.Two typical irregular arc motion phenomena-arc root jumping and arc reignition are observed.To clarify the internal mechanism of the above phenomenon,a magnetohydrodynamics(MHD)model of the pantograph‐catenary arc was lauched,the influence mechanism of the pantograph‐catenary arc temperature and voltage are studied,and the physical process of arc temperature oscillation is analysed.The research results provide theoretical support for arc protection in high‐altitude areas. | Zhilei Xu Guoqiang Gao Wenfu Wei Zefeng Yang Wenhan Xie Keliang Dong Yaguang Ma Yan Yang Guangning Wu | 2022 | High Voltage2022，7，2： | 7 |
| 11 | Framework for dissection of complex cytonuclear epistasis by a two-dimensional genome scan显示文摘Epistasis between cytoplasmic and nuclear genes is the primary genetic component of complex quantitative traits.Genetic dissection of cytonuclear epistasis is fundamentally important to understand the genetic architecture of complex traits.In this study,a two-dimensional genome scan strategy was employed to evaluate the contribution of cytoplasm,quantitative trait loci (QTL),QTL×QTL interactions and QTL×QTL×cytoplasm interactions to the phenotypic variation.The p-value and parameter value for each genetic effect were calculated by multiple regression analysis.A stepwise approach was suggested to build confidence in candidate QTL on the basis of q-value estimation,false discovery rate calculation and Bonferroni adjustment.A fine-scale grid scan strategy was proposed for further analysis of peaks of interest.Plant height in maize was used as an example to illustrate the efficiency of the two-dimensional genome scan strategy. | TANG ZaiXiang HU ZhiQiu YANG ZeFeng YU Bo XU ChenWu | 2012 | Chinese Science Bulletin2012，57，21： | 3 |
| 12 | A multivariate partial least squares approach to joint association analysis for multiple correlated traits显示文摘Many complex traits are highly correlated rather than independent. By taking the correlation structure of multiple traits into account, joint association analyses can achieve both higher statistical power and more accurate estimation. To develop a statistical approach to joint association analysis that includes allele detection and genetic effect estimation, we combined multivariate partial least squares regression with variable selection strategies and selected the optimal model using the Bayesian Information Criterion(BIC). We then performed extensive simulations under varying heritabilities and sample sizes to compare the performance achieved using our method with those obtained by single-trait multilocus methods. Joint association analysis has measurable advantages over single-trait methods, as it exhibits superior gene detection power, especially for pleiotropic genes. Sample size, heritability,polymorphic information content(PIC), and magnitude of gene effects influence the statistical power, accuracy and precision of effect estimation by the joint association analysis. | Yang Xu Wenming Hu Zefeng Yang Chenwu Xu | 2016 | The Crop Journal2016，4，1： | 3 |
| 13 | Influence of External Electric Field and Pre-ionization on Characteristics of Discharge Plasma in High-power Xenon Flashlamp显示文摘This work is devoted to experimentally study the characteristics of discharge plasma in high power xenon flashlamps.In the experiments,plasma channel profiles are captured by using a high speed CCD camera,and the radiation energy of the flashlamp is obtained by a pyroelectric energy meter.Voltage and current curves are recorded to shed light on the plasma characteristics.With these diagnostic methods,typical factors influencing the evolution process of plasma channel are studied,including the external electric field and the pre-ionization.The electric potential distribution in the flashlamp influence the plasma channel characteristics the most significantly.The plasma channel pattern for the cases with grounded wires is different from that with ungrounded metal wires.When the wire is ungrounded,it is the coupling voltage between the metal wire and the flashlamp that influences the development of plasma channel.In terms of radiation efficiency,it is proven that there is an optimal interval within 200~300μs between the pre-ionization pulse and the main pulse. | LIU Jianjun LI Haibing HU Lili LI Xingwen YANG Zefeng JIA Shenli e | 2013 | 高电压技术2013，39，9： | 2 |
| 14 | Multi-physics analysis and optimisation of high-speed train pantograph-catenary systems allowing for velocity skin effect显示文摘A pantograph-catenary system (PCS) - an essential component to supply a high-speed train (HST) - faces a variety of new challenges due to the continuously increasing train speeds. The HST traction system receives power via an electrical contact between the pantograph strip and the high-voltage contact wire. This electrical contact is subject to serious mechanical shocks and significant electrochemical corrosion, making the modelling of the dynamic processes complicated, especially under high-speed and heavy-load conditions. The damage to the PCS - which is particularly noticeable at the edges of the pantograph strip - may become severe as the speed of the train rises. Moreover, as the speed increases, the distribution of the electrical current in the strip becomes uneven due to the velocity skin effect (VSE). To assess the impact of the VSE on the performance of PCSs, a multi-physics model has been created and is reported in this study. The model has been validated through experiments and the main aspects of its functionality - such as the VSE, friction, and air convection - have been identified and analysed at different speeds. The impact of speed on the traction current and the behaviour of thermal sources have been explored. With the increasing speed, the phenomenon of current clustering at the trailing edge of the strip becomes quite dramatic, resulting in a thermal surge in the region of the strip with high current density. To mitigate the negative impact caused by VSE in the PCSs, an improved kriging optimisation methodology has been utilised to optimise the parameters of the PCS. Recommendations regarding the optimal design of the PCS are put forward to improve the current-carrying performance and reduce the local temperature rise in the strip. | Xianrui Liu Zefeng Yang Song Xiao Xuwei Duan Guoqiang Gao Wenfu Wei Guangning Wu Mihai Rotaru Jan K.Sykulski | 2020 | High Voltage2020，5，6： | 2 |
| 15 | Application of fluorescence in situ hybridization in the detection of bladder transitional-cell carcinoma: A multi-center clinical study based on Chinese population显示文摘Objective:To evaluate the diagnostic value of fluorescence in situ hybridization(FISH)in bladder cancer.Methods:We enrolled healthy volunteers and patients who were clinically suspected to have bladder cancer and conducted FISH tests and cytology examinations from August 2007 to December 2008.Receiver operating characteristic(ROC)curve analysis was performed and the area under curve(AUC)values were calculated for both the FISH and urine cytology tests.Results:A cohort of 988 healthy volunteers was enrolled to establish a reference range for the normal population.A total of 4807 patients with hematuria were prospectively,randomly enrolled for the simultaneous analysis of urine cytology,FISH testing,and a final diagnosis as determined by the pathologic findings of a biopsy or a surgically-excised specimen.Overall,the sensitivity of FISH in detecting transitional-cell carcinoma was 82.7%,while that of cytology was 33.4%(p<0.001).The sensitivity values of FISH for non-muscle invasive and muscle invasive bladder transitional-cell carcinoma were 81.7%and 89.6%,respectively(p=0.004).The sensitivity values of FISH for low and high grade bladder cancer were 82.6%and 90.1%,respectively(p=0.002).Conclusion:FISH is significantly more sensitive than voided urine cytology for detecting bladder cancer in patients evaluated for gross hematuria at all cancer grades and stages.Higher sensitivity using FISH was obtained in high grade and muscle invasive tumors. | Liqun Zhou Kaiwei Yang Xuesong Li Yi Ding Dawei Mu Hanzhong Li Yong Yan Jinyi Li Dongwen Wang Wei Li Yulong Cong Jiangping Gao Kewei Ma Yajun Xiao Sheng Zhang Hongyi Jiang Weilie Hu Qiang Wei Xunbo Jin Zhichen Guan Qingyong Liu Danfeng Xu Xin Gao Yongguang Jiang Weimin Gan Guang Sun Qing Wang Yanhui Liu Jianquan Hou Liping Xie Xishuang Song Fengshuo Jin Jiafu Feng Ming Cai Zhaozhao Liang Jie Zhang Dingwei Ye Lin Qi Lulin Ma Jianzhong Shou Yuping Dai Jianyong Shao Ye Tian Shizhe Hong Tao Xu Chuize Kong Zefeng Kang Yuexin Liu Xun Qu Benkang Shi Shaobin Zheng Yi Lin Shujie Xia Dong Wei Jianbo Wu Weiling Fu Zhiping Wang Jianbo Liang | 2019 | Asian Journal of Urology2019，6，1： | 2 |
| 16 | Multi-environment QTL mapping of crown root traits in a maize RIL population显示文摘Crown root traits,including crown root angle(CRA),diameter(CRD),and number(CRN),are major determining factors of root system architecture,which influences crop production.In maize,the genetic mechanisms determining crown root traits in the field are largely unknown.CRA,CRD,and CRN were evaluated in a recombinant inbred line population in three field trials.High phenotypic variation was observed for crown root traits,and all measured traits showed significant genotype–environment interactions.Singleenvironment(SEA)and multi-environment(MEA)quantitative trait locus(QTL)analyses were conducted for CRA,CRD,and CRN.Of 46 QTL detected by SEA,most explained less than 10%of the phenotypic variation,indicating that a large number of minor-effect QTL contributed to the genetic component of these traits.MEA detected 25 QTL associated with CRA,CRD,and CRN,and 2 and 1 QTL were identified with significant QTL-by-environment interaction effects for CRA and CRD,respectively.A total of 26.1%(12/46)of the QTL identified by SEA were also detected by MEA,with many being detected in more than one environment.These findings contribute to our understanding of the phenotypic and genotypic patterns of crown root traits in different environments.The identified environment-specific QTL and stable QTL may be used to improve root traits in maize breeding. | Pengcheng Li Yingying Fana Shuangyi Yina Yunyun Wanga Houmiao Wang Yang Xu Zefeng Yang Chenwu Xu | 2020 | The Crop Journal2020，8，4： | 1 |
| 17 | Study on the erosion characteristics of copper-carbon electrode pairs by DC air arc显示文摘As common electric contact materials,copper-carbon electrode pairs are widely used in the field of electric contact such as in high-speed railways,motor collector rings and grounding brushes.They play a key role in energy transmission in the above-mentioned systems.Arc erosion has become a key issue threatening system safety.In this work,a dedicated arc erosion platform was built to study the polarity effect of copper-carbon electrode pairs.It was found that arc dynamics and electrodes erosion behaviours were significantly different under different polarities,which could be understood from the mechanism of heat transfer,cooling and electron emission of the electrode.Then,when the carbon material was used as an anode,the arc caused carbon transfer:the carbon material sublimated quickly due to electron condensation and thermal conduction and quickly condensed on the low-temperature metal electrode,while the carbon material transfer could partly inhibit the oxidation of the cathode metal electrode.In addition,the rapid sublimation of the carbon material produced high-temperature airflow,which would make the arc impedance fluctuate and cause the arc voltage to jump.Finally,the anode heat transfer and cathode cooling mechanism directly affected the material state,and the erosion of the anode material was more serious。 | Wenhan Xie Guangning Wu Zefeng Yang Pengpeng She Hong Wang Haozi Zuo Wenfu Wei Guoqiang Gao Chuanjun Tu | 2021 | High Voltage2021，6，4： | 1 |
| 18 | The Effects of Increased Expression of DLK1 Gene on the Pathogenesis of Myelodysplastic Syndromes显示文摘 | Xiaotang Ma Yue Zhang Lin Yang Zefeng Xu Zhijian Xiao | 2012 | Clinical Lymphoma Myeloma and Leukemia2012，，4： | 1 |
| 19 | Genomewide comparative phylogenetic and molecular evolutionary analysis of tubby-like protein family in Arabidopsis , rice, and poplar显示文摘 | Zefeng Yang Yong Zhou Xuefeng Wang Shiliang Gu Jianmin Yu Guohua Liang Changjie Yan Chenwu Xu | 2008 | Genomics2008，，4： | 1 |
| 20 | Comparison of sequencing-based and array-based genotyping platforms for genomic prediction of maize hybrid performance显示文摘Genomic selection(GS)is a powerful tool for improving genetic gain in maize breeding.However,its routine application in large-scale breeding pipelines is limited by the high cost of genotyping platforms.Although sequencing-based and array-based genotyping platforms have been used for GS,few studies have compared prediction performance among platforms.In this study,we evaluated the predictabilities of four agronomic traits in 305 maize hybrids derived from 149 parental lines subjected to genotyping by sequencing(GBS),a 40K SNP array,and target sequence capture(TSC)using eight GS models.The GBS marker dataset yielded the highest predictabilities for all traits,followed by TSC and SNP array datasets.We investigated the effect of marker density and statistical models on predictability among genotyping platforms and found that 1K SNPs were sufficient to achieve comparable predictabilities to 10K and all SNPs,and BayesB,GBLUP,and RKHS performed well,while XGBoost performed poorly in most cases.We also selected significant SNP subsets using genome-wide association study(GWAS)analyses in three panels to predict hybrid performance.GWAS facilitated selecting effective SNP subsets for GS and thus reduced genotyping cost,but depended heavily on the GWAS panel.We conclude that there is still room for optimization of the existing SNP array,and using genotyping by target sequencing(GBTS)techniques to integrate a few functional markers identified by GWAS into the 1K SNP array holds great promise of being an effective strategy for developing desirable GS breeding arrays. | Guangning Yu Yanru Cui Yuxin Jiao Kai Zhou Xin Wang Wenyan Yang Yiyi Xu Kun Yang Xuecai Zhang Pengcheng Li Zefeng Yang Yang Xu Chenwu Xu | 2023 | The Crop Journal2023，11，2： | 1 |
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