Sort:
Issue
Investigation on Important Target Traits and Breeding Potential of 120 Sweet and Waxy Maize Inbred Lines in the South of China
Scientia Agricultura Sinica 2022, 55(5): 856-873
Published: 01 March 2022
Abstract PDF (5.6 MB) Collect
Downloads:17
【Objective】

To investigate the agronomy, yield and quality traits of 120 sweet and waxy maize inbred lines, and analyze the correlation between different traits and evaluate the breeding potential by using candidate inbred lines.

【Method】

Investigating the general agronomic traits (flowering time, plant height, ear height), yield traits (fresh bud ear weight, fresh ear weight, fresh kernel weight, etc.) and quality traits (residue rate, brix, crude protein, crude starch, crude fat, etc.). The top 50% inbred lines with high yield and brix, and low residue rate were selected to determine the General Combining Ability (GCA) via diallel crossing. The same method was used to investigate the traits of the hybrid combinations, and the artificial score of taste was applied to six traits of smell, cheerful color, waxy/sweetness, flavor, tenderness and fineness, and the comprehensive score was obtained. The utilization value of the hybrid combinations was evaluated by comparing with the control varieties.

【Result】

The coefficients of variation of residue rate, yield, and sugar content of the tested inbred lines reached 20%, 30%, and 10%, respectively, implying there is a large genetic variation. The generalized heritability of most traits such as residue rate, yield and sugar content are above 50%, indicating that these traits have high genetic stability. In the sweet corn population, flowering time is negatively correlated with sugar content, and positively correlated with yield and residue rate. Yield is positively correlated with residue rate, but has no significant correlation with sugar content. These results suggested that it is not easy to have both good taste and high yield in sweet corn breeding, and that moderate early flowering materials will be better in field. In the waxy corn population, residue rate is negatively correlated with flowering time and yield traits, while the sugar content has no significant correlation with flowering time and yield traits. These results suggested that good taste and high yield can be achieved simultaneously in waxy maize breeding, and that moderate late flowering will be better in field. In the candidate sweet corn inbred lines, there are 3 lines have been identified to have positive GCA value for yield traits, brix, and negative GCA value for the residue rate, respectively. In the candidate waxy corn inbred lines, there are 3, 3, and 4 lines have been identified to have positive GCA value for yield traits, brix, and negative GCA value for the residue rate, respectively. Six sweet corn hybrid combinations and six waxy corn hybrid combinations with great comprehensive breeding potential have been isolated. Four black sweet corn hybrid combinations with application potential, and one inbred line SICAU76 with great application value in black grain have been isolated.

【Conclusion】

The sweet and waxy corn inbred lines collected in this study have a large degree of genetic variation. The agronomic, yield, and quality traits of sweet and waxy corn have some intrinsic correlation. According to the correlation between flowering time and quality traits, moderate early flowering materials for sweet corn production, and moderate late flowering materials for waxy corn production will be better in field.

Open Access Research Article Issue
TrichomeYOLO: A Neural Network for Automatic Maize Trichome Counting
Plant Phenomics 2023, 5: 0024
Published: 28 February 2023
Abstract Collect

Plant trichomes are epidermal structures with a wide variety of functions in plant development and stress responses. Although the functional importance of trichomes has been realized, the tedious and time-consuming manual phenotyping process greatly limits the research progress of trichome gene cloning. Currently, there are no fully automated methods for identifying maize trichomes. We introduce TrichomeYOLO, an automated trichome counting and measuring method that uses a deep convolutional neural network, to identify the density and length of maize trichomes from scanning electron microscopy images. Our network achieved 92.1% identification accuracy on scanning electron microscopy micrographs of maize leaves, which is much better performed than the other 5 currently mainstream object detection models, Faster R-CNN, YOLOv3, YOLOv5, DETR, and Cascade R-CNN. We applied TrichomeYOLO to investigate trichome variations in a natural population of maize and achieved robust trichome identification. Our method and the pretrained model are open access in Github (https://github.com/yaober/trichomecounter). We believe TrichomeYOLO will help make efficient trichome identification and help facilitate researches on maize trichomes.

Open Access Short Communication Issue
Revisiting the role of delta-1-pyrroline-5-carboxylate synthetase in drought-tolerant crop breeding
The Crop Journal 2022, 10(4): 1213-1218
Published: 02 May 2022
Abstract PDF (2.4 MB) Collect
Downloads:9

The delta-1-pyrroline-5-carboxylate synthetase (P5CS) gene exercises a protective function in stressed plants. However, the relationship between proline accumulation caused by P5CS and abiotic stress tolerance in plants is not always clear, as P5CS overexpression has been reported to repress plant growth under normal conditions in several reports. We re-evaluated the role of P5CS in drought-tolerant rice breeding by expressing the AtP5CS1 and feedback-inhibition-removed AtP5CS1 (AtP5CS1F128A) genes under the regulation of an ABA-inducible promoter to avoid the potential side effects of P5CS overexpression under normal conditions. ABA-inducible AtP5CS1 and AtP5CS1F128A increased seedling growth in a nutrient solution (under osmotic stress) and grain yield in pot plants. However, the evidently deleterious effects of AtP5CS1 on grain quality, tiller number, and grain yield in the field indicated the unsuitability of P5CS for drought-tolerance breeding.

Total 3