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| 1 | Genomic prediction of fruit texture and training population optimization towards the application of genomic selection in apple显示文摘Texture is a complex trait and a major component of fruit quality in apple.While the major effect of MdPG1,a gene controlling firmness,has already been exploited in elite cultivars,the genetic basis of crispness remains poorly understood.To further improve fruit texture,harnessing loci with minor effects via genomic selection is therefore necessary.In this study,we measured acoustic and mechanical features in 537 genotypes to dissect the firmness and crispness components of fruit texture.Predictions of across-year phenotypic values for these components were calculated using a model calibrated with 8,294 SNP markers.The best prediction accuracies following cross-validations within the training set of 259 genotypes were obtained for the acoustic linear distance(0.64).Predictions for biparental families using the entire training set varied from low to high accuracy,depending on the family considered.While adding siblings or half-siblings into the training set did not clearly improve predictions,we performed an optimization of the training set size and composition for each validation set.This allowed us to increase prediction accuracies by 0.17 on average,with a maximal accuracy of 0.81 when predicting firmness in the‘Gala’בPink Lady’family.Our results therefore identified key genetic parameters to consider when deploying genomic selection for texture in apple.In particular,we advise to rely on a large training population,with high phenotypic variability from which a‘tailored training population’can be extracted using a priori information on genetic relatedness,in order to predict a specific target population. | Morgane Roth Hélène Muranty Mario Di Guardo Walter Guerra Andrea Patocchi Fabrizio Costa | 2020 | Horticulture Research2020，7，1： | 4 |
| 2 | Patterns of trace-metal distribution in tissues of Pleoticus muelleri(Crustacea:Decapoda:Solenoceridae)显示文摘 | Jeckel W H Roth R R Ricci L | 1996 | Marine Biology1996，125，： | 1 |
| 3 | Rapid active internal core cooling for induction of moderate hypothermia in head injury by use of an extracorporeal heat exchanger显示文摘 | Piepgras A Roth H Schurer L | 1998 | Neurosurgery1998，42，2： | 1 |
| 4 | An analytical formula and important parameters for low energy Ion sputtring 显示文摘 | J Bohdansky J Roth and H L Bay | 1980 | J Appl Phys1980，51，： | 1 |
| 5 | Effects of nitrogen fertilizer rate,seeding rate and row spacing on semidwarf and conventional height spring oat显示文摘 | Marshall H G Kolb F L Roth G W | 1987 | Crop Science1987，27，： | 1 |
| 6 | The Criterion-related Validity of Integrity Tests, an Updated Metaanalysis 显示文摘 | V AN IDDEKINGE C H ROTH P L RA YMARK PH | 2012 | Journal of Applied Psychology2012，97，3： | 1 |
| 7 | Hepatocarcinogenicity of the woodchuck hepatitis virus显示文摘 | Popper H Roth L Purcell RH | 1987 | Proc Natl Acad Sci USA1987，84，3： | 1 |
| 8 | 显示文摘 | Stieglitz L Bautz H Roth W | 1997 | Chemosphere1997，34，： | 1 |
| 9 | A new family of mesoporous molecular sieves prepared with liquid crystal templates 显示文摘 | BECK J S VARTULI J C ROTH W J LEONOWICZ M E KRESGE C T SCHNITT K D CHU C T-W OLSON D H SHEPPARD E W McCULLEN S B HIGGINS J B SCHLENKER J L | 1992 | J Am Chem Soc1992，114，10： | 1 |
| 10 | Personality saturation in structured interviews显示文摘 | Roth P L Van Iddekinge C H Huffcutt A I Eidson C E(Jr) Schmit M J | | 0，，04： | 1 |
| 11 | Serviceability limit state for probabilistic characterization of excavation-induced building damage 显示文摘 | SCHUSTER M J JUANG C H ROTH M J S HSIAO E C L KUNG G T C | 2007 | Probabilistic Applications in Geotechnical Engineering (GSP 170)2007，，： | 1 |
| 12 | Cotyledonoid dissecting leiomyoma of the uterus: the Sternberg tumor显示文摘 | Roth L M Reed R J Sternherg W H | 1996 | Am J Surg Pathol1996，20，： | 1 |
| 13 | Ethanol production by continuous fermentation-pervaporation:a preliminary economic analysis显示文摘 | O'Brien D J Roth L H McAloon A J | 2000 | Journal of Membrane Science2000，166，： | 1 |
| 14 | A Meta-Analysis of Achievement Motivation Differences between Entrepreneurs and Managers显示文摘 | STRWART W H ROTH P L | 2007 | Journal of Small Business Mmmgement2007，45，4： | 1 |
| 15 | Differential effects of age on chicken heterophil funtional activation by recombinant chicken interleukin-2显示文摘 | Kogut M H Roth Well L Kaiser P | 2002 | Dev Comp Immunol2002，26，9： | 1 |
| 16 | Ethanol production by continuous fermentation - pervaporation: A preliminary economic analysis显示文摘 | O'Brien D J Roth L H McAloon A J | 2001 | J Membr Sci2001，166，： | 1 |
| 17 | CD4^sup +^ follicular helper T cell infiltration predicts breast cancer survival显示文摘 | Gu-Trantien Chunyan Loi Sherene Garaud Soizic Equeter Carole Libin Myriam deWind Alexandre Ravoet Marie LeBuanec H?l?ne Sibille Catherine Manfouo-Foutsop Germain Veys Isabelle Haibe-Kains Benjamin Singhal Sandeep K Michiels Stefan Roth? Fra | 2013 | Journal of Clinical Investigation2013，，7： | 1 |
| 18 | Randomized study of cyclophosphamide,doxorubicin,and vincristine versus etoposide and cisplatin versus alternation of these two regimens in extensive small-cell lung cancer:a phase Ⅲ trial of Southeastern Cancer Study Group 显示文摘 | ROTH B J JOHNSON D H EINHORN L H | 1992 | Clin Oncol1992，10，2： | 1 |
| 19 | Randomized study of cydophosphamide, doxorubicin, and vincristine, versus etoposide and cisplatin versus alternation of these two trial of the southeastern caneer study group显示文摘 | Roth B J Johnson D H Einhom L H | 1992 | J Clin Oncol1992，10，2： | 1 |
| 20 | 查看详情显示文摘 | K?nig M Wiedmann S Brüne C Roth A Buhmann H Molenkamp L W Qi X L Zhang S C | | 0，，： | 1 |
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