Reliability of measurement and genotype × environment interaction for potato specific gravity

Yi Wang, Lance B. Snodgrass, Paul C. Bethke, Alvin J. Bussan, David G. Holm, Richard G. Novy, Mark J. Pavek, Gregory A. Porter, Carl J. Rosen, Vidyasagar Sathuvalli, Asunta L. Thompson, Michael T. Thornton, Jeffrey B. Endelman

Research output: Contribution to journalArticlepeer-review

6 Scopus citations

Abstract

Specific gravity (SpGr) is often used to measure the processing quality of potato (Solanum tuberosum L.) tubers for French fries or potato chips because of its strong correlation with dry matter content and ease of measurement. For French fry processing genotypes, the desirable range for mean SpGr is typically 1.080 to 1.095, and a small variance around the mean is essential for product uniformity. Two multi-year, multilocation trials were conducted to investigate the genetics of SpGr in elite russet germplasm. Consistent with earlier studies, the mean SpGr was measured with high repeatability within each environment: the median plot-basis value was 0.83 for a national trial with six locations and 3 yr. In contrast, the median repeatability of the SD between tubers was only 0.21. Thus, multi-environment trials are needed to identify genotypes with a narrow SpGr distribution. Finlay–Wilkinson stability analysis of the mean SpGr established one genotype as an outlier: when best linear unbiased predictions were regressed on the environment means, this genotype had a regression coefficient of 2.1, compared with 0.4 to 1.4 for the others. The genetic correlation between environments showed a consistent regional pattern in mean SpGr over the years. There was a higher mean correlation between environments within the Pacific Northwest (0.97), Upper Midwest (0.91), and Northeast (0.85) than between environments from the different regions (0.35–0.78). Although breeding for national adaptation is an attractive idea, our results suggest that genetic gain may be easier to achieve at the regional level.

Original languageEnglish (US)
Pages (from-to)1966-1972
Number of pages7
JournalCrop Science
Volume57
Issue number4
DOIs
StatePublished - 2017

Bibliographical note

Funding Information:
The authors thank all the individuals involved in the NAT and WRT for laboratory and field work assistance. Financial support for the NAT was provided by the Potatoes USA, potato grower associations at the state level, several fry processing companies, and the USDA-NIFA-Specialty Crop Research Initiative (Grant no. 2011-51181-30629). Financial support for the WRT was provided by grants from the Wisconsin Potato and Vegetable Growers Association and Specialty Crop Block Grants (12-001, 13-007) from the Wisconsin Department of Agriculture, Trade and Consumer Protection.

Publisher Copyright:
© Crop Science Society of America | 5585 Guilford Rd., Madison, WI 53711 USA. All rights reserved.

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