Evaluation of a Line-Scan X-Ray System for Phenotyping Peanut Smut Resistance Using Faux-Infected Pods

Peanut smut, caused by the fungus Thecaphora frezzii, is the most problematic disease in Argentina and threatens peanut production worldwide. A major roadblock to breeding for peanut smut resistance is the current practice of manually opening pods to rate disease, which is slow and labor intensive. To address this problem, a line-scan X-ray digital imaging system was developed and evaluated as a potential alternative to hand opening pods. Since the peanut smut pathogen T. frezzii is not present in the U.S., suitable test phantom pods were developed to emulate infected pods. Faux-infected pods were made by replacing all or one seed with finely ground coffee, corn starch, or corn smut (Mycosarcoma maydis) teliospores as a proxy for T. frezzii teliospores. In addition, one seed from some pods were made to contain an artificial sorus made from corn smut teliospores to mimic T. frezzii-infected pods with low levels of disease severity. Over 3,300 pods representing each of the four major market types were scanned using the X-ray system, and the images were scored by ten raters as being healthy or “unhealthy” (faux-infected pods). Rater accuracy varied from 82-89%, and overall, the ten raters correctly classified 85% of the images. Healthy pods were easier to identify (89.5%) than faux-infected pods (82.6%), but raters had the most difficulty in correctly scoring pods with the artificial sorus (21.2%). Because T. frezzii-infected pods with small/few sori and partially damaged seeds appear to be relatively rare in both resistant and susceptible genotypes, the X-ray system’s inability to generate clear images of artificial sori may not be a significant detraction. These results indicate that the X-ray imaging system has potential for more efficient peanut smut phenotyping; however, the system needs to be tested in Argentina with pods grown in T. frezzii-infested fields.

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Publication Details

Journal
Peanut Science
Published
2025-01-01
DOI
https://doi.org/10.3146/0095-3679-52.1-ps-1629
Primary Topic
Peanut Plant Research Studies
Type
article
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article

Evaluation of a Line-Scan X-Ray System for Phenotyping Peanut Smut Resistance Using Faux-Infected Pods

Jorge Baldessari, Rebecca S. Bennett, M. Maestro, Mark E. Payton et al.
Peanut Science
Peanut Plant Research Studies
article

Evaluation of a Line-Scan X-Ray System for Phenotyping Peanut Smut Resistance Using Faux-Infected Pods

Jorge Baldessari, Rebecca S. Bennett, M. Maestro, Mark E. Payton, A.V. Rodriquez, N. Wang, Paul R. Weckler, Kelly D. Chamberlin, Rebecca Bach, Ying Zhang, A. Errabelly
article en

Abstract

Peanut smut, caused by the fungus Thecaphora frezzii, is the most problematic disease in Argentina and threatens peanut production worldwide. A major roadblock to breeding for peanut smut resistance is the current practice of manually opening pods to rate disease, which is slow and labor intensive. To address this problem, a line-scan X-ray digital imaging system was developed and evaluated as a potential alternative to hand opening pods. Since the peanut smut pathogen T. frezzii is not present in the U.S., suitable test phantom pods were developed to emulate infected pods. Faux-infected pods were made by replacing all or one seed with finely ground coffee, corn starch, or corn smut (Mycosarcoma maydis) teliospores as a proxy for T. frezzii teliospores. In addition, one seed from some pods were made to contain an artificial sorus made from corn smut teliospores to mimic T. frezzii-infected pods with low levels of disease severity. Over 3,300 pods representing each of the four major market types were scanned using the X-ray system, and the images were scored by ten raters as being healthy or “unhealthy” (faux-infected pods). Rater accuracy varied from 82-89%, and overall, the ten raters correctly classified 85% of the images. Healthy pods were easier to identify (89.5%) than faux-infected pods (82.6%), but raters had the most difficulty in correctly scoring pods with the artificial sorus (21.2%). Because T. frezzii-infected pods with small/few sori and partially damaged seeds appear to be relatively rare in both resistant and susceptible genotypes, the X-ray system’s inability to generate clear images of artificial sori may not be a significant detraction. These results indicate that the X-ray imaging system has potential for more efficient peanut smut phenotyping; however, the system needs to be tested in Argentina with pods grown in T. frezzii-infested fields.

Peanut ScienceVol. 52(1)
Rocky Vista University (US), Agricultural Research Service (US), Instituto Nacional de Tecnologia (BR), Oklahoma State University Oklahoma City (US), National Agricultural Technology Institute (AR), Fundación para el Estudio de las Hepatitis Virales (ES)
Openalex Percentile: Top 92%
Peanut Plant Research Studies
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