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Gautam S, Morey R, Rau N, Scheuring DC, Kurouski D, Vales MI. Raman spectroscopy detects chemical differences between potato tubers produced under normal and heat stress growing conditions. FRONTIERS IN PLANT SCIENCE 2023; 14:1105603. [PMID: 36909401 PMCID: PMC9995913 DOI: 10.3389/fpls.2023.1105603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 01/31/2023] [Indexed: 06/18/2023]
Abstract
Potato is the most consumed vegetable worldwide. Potato tubers contain water, starch, proteins, minerals, and vitamins. The amounts of these chemicals depend on the cultivar and growing location. When potatoes are exposed to high temperatures during the growing period, tuber yield and quality are detrimentally affected; however, there is limited knowledge about the influence of high temperatures on tuber chemical composition. With temperatures rising around the globe, the reaction of potato cultivars to high temperatures is increasingly important, and heat-induced changes, including changes in the chemical composition of tubers, should be considered. The Texas A&M University Potato Breeding Program has been selecting potato clones under high-temperature conditions for many years. Several released cultivars are considered heat-tolerant based on high marketable yields and low internal and external tuber defects. In this study, we used Raman spectroscopy (RS), an analytical tool, to determine whether heat stress causes changes in the chemical composition of tubers of ten potato cultivars. RS is a non-invasive method that requires less time and labor than conventional chemical analysis. We found drastic changes in the intensities of vibrational bands that originate from carbohydrates in the spectra acquired from tubers of heat-stressed plants compared to tubers produced by potato plants grown under normal conditions. These results demonstrate that RS could be used as a replacement or complement to conventional chemical analysis to inspect the effect of heat stress on tuber chemical composition.
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Affiliation(s)
- Sanjeev Gautam
- Department of Horticultural Sciences, Texas A&M University, College Station, TX, United States
| | - Rohini Morey
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX, United States
| | - Nina Rau
- Department of Horticultural Sciences, Texas A&M University, College Station, TX, United States
| | - Douglas C. Scheuring
- Department of Horticultural Sciences, Texas A&M University, College Station, TX, United States
| | - Dmitry Kurouski
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX, United States
| | - M. Isabel Vales
- Department of Horticultural Sciences, Texas A&M University, College Station, TX, United States
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Gautam S, Solis-Gracia N, Teale MK, Mandadi K, da Silva JA, Vales MI. Development of an in vitro Microtuberization and Temporary Immersion Bioreactor System to Evaluate Heat Stress Tolerance in Potatoes ( Solanum tuberosum L.). FRONTIERS IN PLANT SCIENCE 2021; 12:700328. [PMID: 34456944 PMCID: PMC8385365 DOI: 10.3389/fpls.2021.700328] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 07/16/2021] [Indexed: 06/13/2023]
Abstract
High temperature (heat) stress reduces tuber yield and quality of potatoes. Screening potatoes for heat tolerance is increasingly important, considering the climate change scenario and expansion of potatoes to countries where heat stress is an issue. In vitro screening for tolerance to abiotic stresses offers several advantages, including quick evaluation of numerous genotypes (clones) in reduced space, controlled environmental conditions (temperature and photoperiod), and free from confounding variables inherent to greenhouse and field conditions. In this study, we explored the feasibility of using a temporary immersion bioreactor system for heat tolerance screening of potatoes. We determined the best hormone-free microtuberizing media for this system (MSG with 8% sucrose) to enhance microtuber number and size. Comparisons of microtubers produced at 30°C as heat treatment, with 16°C as normal condition, allowed to identify heat tolerant and susceptible potato clones. The use of bioreactors allowed distinguishing well-formed (non-deformed) from deformed microtubers. Heat stress increased the total biomass of plant tissues in all the clones. However, the effect of heat stress on microtuber number and weight varied among the clones. Incubation at 30°C decreased the weight and number of non-deformed microtubers in all the clones except for Reveille Russet in which the weight of non-deformed microtubers was significantly increased and the count of non-deformed microtubers was not affected. The potato variety Reveille Russet, which was selected under high-temperature field conditions in Texas, had many non-deformed microtubers per explant and the highest microtuber weight among four clones evaluated under heat stress. We described a faster and reliable in vitro microtuberization system for abiotic stress tolerance screening, identified Reveille Russet as a promising heat-tolerant potato variety, and confirmed Russet Burbank and Atlantic as susceptible heat-tolerant checks.
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Affiliation(s)
- Sanjeev Gautam
- Department of Horticultural Sciences, Texas A&M University, College Station, TX, United States
| | - Nora Solis-Gracia
- Texas A&M AgriLife Research & Extension Center at Weslaco, Weslaco, TX, United States
| | - Megan K. Teale
- Department of Horticultural Sciences, Texas A&M University, College Station, TX, United States
| | - Kranthi Mandadi
- Texas A&M AgriLife Research & Extension Center at Weslaco, Weslaco, TX, United States
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, United States
| | - Jorge A. da Silva
- Texas A&M AgriLife Research & Extension Center at Weslaco, Weslaco, TX, United States
- Department of Soil and Crop Science, Texas A&M University, College Station, TX, United States
| | - M. Isabel Vales
- Department of Horticultural Sciences, Texas A&M University, College Station, TX, United States
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Van Harsselaar JK, Claußen J, Lübeck J, Wörlein N, Uhlmann N, Sonnewald U, Gerth S. X-Ray CT Phenotyping Reveals Bi-Phasic Growth Phases of Potato Tubers Exposed to Combined Abiotic Stress. FRONTIERS IN PLANT SCIENCE 2021; 12:613108. [PMID: 33859657 PMCID: PMC8042327 DOI: 10.3389/fpls.2021.613108] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 03/11/2021] [Indexed: 05/06/2023]
Abstract
As a consequence of climate change, heat waves in combination with extended drought periods will be an increasing threat to crop yield. Therefore, breeding stress tolerant crop plants is an urgent need. Breeding for stress tolerance has benefited from large scale phenotyping, enabling non-invasive, continuous monitoring of plant growth. In case of potato, this is compromised by the fact that tubers grow belowground, making phenotyping of tuber development a challenging task. To determine the growth dynamics of tubers before, during and after stress treatment is nearly impossible with traditional destructive harvesting approaches. In contrast, X-ray Computed Tomography (CT) offers the opportunity to access belowground growth processes. In this study, potato tuber development from initiation until harvest was monitored by CT analysis for five different genotypes under stress conditions. Tuber growth was monitored three times per week via CT analysis. Stress treatment was started when all plants exhibited detectable tubers. Combined heat and drought stress was applied by increasing growth temperature for 2 weeks and simultaneously decreasing daily water supply. CT analysis revealed that tuber growth is inhibited under stress within a week and can resume after the stress has been terminated. After cessation of stress, tubers started growing again and were only slightly and insignificantly smaller than control tubers at the end of the experimental period. These growth characteristics were accompanied by corresponding changes in gene expression and activity of enzymes relevant for starch metabolism which is the driving force for tuber growth. Gene expression and activity of Sucrose Synthase (SuSy) reaffirmed the detrimental impact of the stress on starch biosynthesis. Perception of the stress treatment by the tubers was confirmed by gene expression analysis of potential stress marker genes whose applicability for potato tubers is further discussed. We established a semi-automatic imaging pipeline to analyze potato tuber delevopment in a medium thoughput (5 min per pot). The imaging pipeline presented here can be scaled up to be used in high-throughput phenotyping systems. However, the combination with automated data processing is the key to generate objective data accelerating breeding efforts to improve abiotic stress tolerance of potato genotypes.
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Affiliation(s)
| | - Joelle Claußen
- Fraunhofer Institute for Integrated Circuits IIS, Development Centre X-Ray Technology, Fürth, Germany
- School of Agriculture, Food and Wine, The University of Adelaide, Adelaide, SA, Australia
| | | | - Norbert Wörlein
- Fraunhofer Institute for Integrated Circuits IIS, Development Centre X-Ray Technology, Fürth, Germany
| | - Norman Uhlmann
- Fraunhofer Institute for Integrated Circuits IIS, Development Centre X-Ray Technology, Fürth, Germany
| | - Uwe Sonnewald
- Department of Biology, Friedrich-Alexander-University Erlangen-Nuremberg, Erlangen, Germany
| | - Stefan Gerth
- Fraunhofer Institute for Integrated Circuits IIS, Development Centre X-Ray Technology, Fürth, Germany
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Su X, Wu Y, Li Y, Huang Y, Liu Y, Luo P, Zhang Z. Effect of Different Post-Harvest Processing Methods on the Chemical Constituents of Notopterygium franchetii by an UHPLC-QTOF-MS-MS Metabolomics Approach. Molecules 2019; 24:molecules24173188. [PMID: 31480764 PMCID: PMC6749590 DOI: 10.3390/molecules24173188] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Revised: 08/23/2019] [Accepted: 08/31/2019] [Indexed: 11/24/2022] Open
Abstract
Notopterygium franchetii is a herb used in traditional Chinese medicine, where it is known as qianghuo. Its bioactive qualities are influenced by the post-harvest processing methods used (such as drying). However, changes in chemical components according to the drying method are unknown. Fresh roots and rhizomes of N. franchetii were subjected to seven drying methods. Chromatography-mass spectrometry combined with targeted and untargeted analyses were used to investigate relationships between drying methods and chemical concentrations. According to targeted evaluations of the six main bioactive constituents, their total contents decreased significantly in all drying methods. Hierarchical clustering analysis of the drying methods and total metabolome detected 30 chemical constituents, for which heap maps were obtained. Hot air drying was the best processing method, producing the least chemical changes at the lowest cost, while shade drying caused the greatest chemical changes. In conclusion, the wide range of chemical changes in N. franchetii caused by drying was investigated. Such changes potentially affect the quality of herbal medicines.
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Affiliation(s)
- Xueyan Su
- Institute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu 610041, Sichuan Province, China
| | - Youjiao Wu
- State Key Laboratories for Quality Research in Chinese Medicines, Faculty of Chinese Medicine, Macau University of Science and Technology, Macau 853, China
| | - Ying Li
- Institute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu 610041, Sichuan Province, China
| | - Yanfei Huang
- Institute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu 610041, Sichuan Province, China
| | - Yuan Liu
- Institute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu 610041, Sichuan Province, China
| | - Pei Luo
- State Key Laboratories for Quality Research in Chinese Medicines, Faculty of Chinese Medicine, Macau University of Science and Technology, Macau 853, China
| | - Zhifeng Zhang
- Institute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu 610041, Sichuan Province, China.
- State Key Laboratories for Quality Research in Chinese Medicines, Faculty of Chinese Medicine, Macau University of Science and Technology, Macau 853, China.
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