MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03261nab|a22004697a|4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
65424 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
MX-TxCIM |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20240919020954.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
20221s2022||||mx |||p|op||||00||0|eng|d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER |
|---|
| International Standard Serial Number |
0040-5752 |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER |
|---|
| International Standard Serial Number |
1432-2242 (Online) |
| 024 8# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
https://doi.org/10.1007/s00122-022-04147-3 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
MX-TxCIM |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
eng |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Fentaye Kassa Semagn |
| Field link and sequence number |
INT2869 |
| 9 (RLIN) |
869 |
| Miscellaneous information |
Global Maize Program |
| 245 1# - TITLE STATEMENT |
|---|
| Title |
Comparison of single-trait and multi-trait genomic predictions on agronomic and disease resistance traits in spring wheat |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Name of publisher, distributor, etc. |
Springer, |
| Date of publication, distribution, etc. |
2022. |
| Place of publication, distribution, etc. |
Berlin (Germany) : |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Peer review |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
The predictive ability of multi-trait and single-trait prediction models has not been investigated on diverse traits evaluated under organic and conventional management systems. Here, we compared the predictive abilities of 25% of a testing set that has not been evaluated for a single trait (ST), not evaluated for multi-traits (MT1), and evaluated for some traits but not others (MT2) in three spring wheat populations genotyped either with the wheat 90K single nucleotide polymorphisms array or DArTseq. Analyses were performed on seven agronomic traits evaluated under conventional and organic management systems, four to seven disease resistance traits, and all agronomic and disease resistance traits simultaneously. The average prediction accuracies of the ST, MT1, and MT2 models varied from 0.03 to 0.78 (mean 0.41), from 0.05 to 0.82 (mean 0.47), and from 0.05 to 0.92 (mean 0.67), respectively. The predictive ability of the MT2 model was significantly greater than the ST model in all traits and populations except common bunt with the MT1 model being intermediate between them. The MT2 model increased prediction accuracies over the ST and MT1 models in all traits by 9.0–82.4% (mean 37.3%) and 2.9–82.5% (mean 25.7%), respectively, except common bunt that showed up to 7.7% smaller accuracies in two populations. A joint analysis of all agronomic and disease resistance traits further improved accuracies within the MT1 and MT2 models on average by 21.4% and 17.4%, respectively, as compared to either the agronomic or disease resistance traits, demonstrating the high potential of the multi-traits models in improving prediction accuracies. |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
Text in English |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Agronomy |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
6289 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Forecasting |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
2701 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Disease resistance |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
1077 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Modelling |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
11710 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Spring wheat |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
1806 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Genes |
| Source of heading or term |
AGROVOC |
| 9 (RLIN) |
3563 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Crossa, J. |
| Miscellaneous information |
Genetic Resources Program |
| Field link and sequence number |
CCJL01 |
| 9 (RLIN) |
59 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Cuevas, J. |
| 9 (RLIN) |
4437 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Iqbal, M. |
| 9 (RLIN) |
11300 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ciechanowska, I. |
| 9 (RLIN) |
27368 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Henríquez, M.A. |
| 9 (RLIN) |
21986 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Randhawa, H. S. |
| 9 (RLIN) |
5865 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Beres, B.L. |
| 9 (RLIN) |
8802 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Aboukhaddour, R. |
| 9 (RLIN) |
11627 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
McCallum, B.D. |
| 9 (RLIN) |
11628 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Brûlé-Babel, A.L. |
| 9 (RLIN) |
27370 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
N’Diaye, A. |
| 9 (RLIN) |
3087 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pozniak, C.J. |
| 9 (RLIN) |
3065 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Spaner, D. |
| 9 (RLIN) |
17724 |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Theoretical and Applied Genetics |
| Place, publisher, and date of publication |
Berlin (Germany) : Springer, 2022 |
| International Standard Serial Number |
0040-5752 |
| Related parts |
v 135, p. 2747–2767 |
| Record control number |
G444762 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
Article |
| Suppress in OPAC |
No |
| Source of classification or shelving scheme |
Dewey Decimal Classification |