Optimization of soybean physiochemical, agronomic, and genetic responses under varying regimes of day and night temperatures
Soybean is an important oilseed crop worldwide; however, it has a high sensitivity to temperature variation, particularly at the vegetative stage to the pod-filling stage. Temperature change affects physiochemical and genetic traits regulating the soybean agronomic yield. In this regard, the current...
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| Format: | Article |
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Frontiers Media S.A.
2024-02-01
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| Series: | Frontiers in Plant Science |
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| Online Access: | https://www.frontiersin.org/articles/10.3389/fpls.2023.1332414/full |
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| author | Chuanbo Ding Fahad Alghabari Muhammad Rauf Ting Zhao Muhammad Matloob Javed Rahma Alshamrani Abdel-Halim Ghazy Abdullah A. Al-Doss Taimoor Khalid Seung Hwan Yang Zahid Hussain Shah |
| author_facet | Chuanbo Ding Fahad Alghabari Muhammad Rauf Ting Zhao Muhammad Matloob Javed Rahma Alshamrani Abdel-Halim Ghazy Abdullah A. Al-Doss Taimoor Khalid Seung Hwan Yang Zahid Hussain Shah |
| author_sort | Chuanbo Ding |
| collection | DOAJ |
| description | Soybean is an important oilseed crop worldwide; however, it has a high sensitivity to temperature variation, particularly at the vegetative stage to the pod-filling stage. Temperature change affects physiochemical and genetic traits regulating the soybean agronomic yield. In this regard, the current study aimed to comparatively evaluate the effects of varying regimes of day and night temperatures (T1 = 20°C/12°C, T2 = 25°C/17°C, T3 = 30°C/22°C, T4 = 35°C/27°C, and T5 = 40°C/32°C) on physiological (chlorophyll, photosynthesis, stomatal conductance, transpiration, and membrane damage) biochemical (proline and antioxidant enzymes), genetic (GmDNJ1, GmDREB1G;1, GmHSF-34, GmPYL21, GmPIF4b, GmPIP1;6, GmGBP1, GmHsp90A2, GmTIP2;6, and GmEF8), and agronomic traits (pods per plant, seeds per plant, pod weight per plant, and seed yield per plant) of soybean cultivars (Swat-84 and NARC-1). The experiment was performed in soil plant atmosphere research (SPAR) units using two factorial arrangements with cultivars as one factor and temperature treatments as another factor. A significant increase in physiological, biochemical, and agronomic traits with increased gene expression was observed in both soybean cultivars at T4 (35°C/27°C) as compared to below and above regimes of temperatures. Additionally, it was established by correlation, principal component analysis (PCA), and heatmap analysis that the nature of soybean cultivars and the type of temperature treatments have a significant impact on the paired association of agronomic and biochemical traits, which in turn affects agronomic productivity. Furthermore, at corresponding temperature regimes, the expression of the genes matched the expression of physiochemical traits. The current study has demonstrated through extensive physiochemical, genetic, and biochemical analyses that the ideal day and night temperature for soybeans is T4 (35°C/27°C), with a small variation having a significant impact on productivity from the vegetative stage to the grain-filling stage. |
| first_indexed | 2024-03-08T05:32:22Z |
| format | Article |
| id | doaj.art-c36cc91c07e846ad9ad2e2b81ed02666 |
| institution | Directory Open Access Journal |
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| language | English |
| last_indexed | 2024-03-08T05:32:22Z |
| publishDate | 2024-02-01 |
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| series | Frontiers in Plant Science |
| spelling | doaj.art-c36cc91c07e846ad9ad2e2b81ed026662024-02-06T04:56:19ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2024-02-011410.3389/fpls.2023.13324141332414Optimization of soybean physiochemical, agronomic, and genetic responses under varying regimes of day and night temperaturesChuanbo Ding0Fahad Alghabari1Muhammad Rauf2Ting Zhao3Muhammad Matloob Javed4Rahma Alshamrani5Abdel-Halim Ghazy6Abdullah A. Al-Doss7Taimoor Khalid8Seung Hwan Yang9Zahid Hussain Shah10College of Traditional Chinese Medicine, Jilin Agriculture Science and Technology College, Jilin, ChinaDepartment of Plant Breeding and Genetics, Pir Mehr Ali Shah, Arid Agriculture University, Rawalpindi, PakistanDepartment of Plant Breeding and Genetics, Pir Mehr Ali Shah, Arid Agriculture University, Rawalpindi, PakistanCollege of Traditional Chinese Medicine, Jilin Agriculture Science and Technology College, Jilin, ChinaDepartment of Plant Production, College of Food and Agriculture Science, King Saud University, Riyadh, Saudi ArabiaCollege of Traditional Chinese Medicine, Jilin Agriculture Science and Technology College, Jilin, ChinaDepartment of Plant Production, College of Food and Agriculture Science, King Saud University, Riyadh, Saudi ArabiaDepartment of Plant Production, College of Food and Agriculture Science, King Saud University, Riyadh, Saudi ArabiaDepartment of Plant Breeding and Genetics, Pir Mehr Ali Shah, Arid Agriculture University, Rawalpindi, PakistanDepartment of Biotechnology, Chonnam National University, Yeosu, Republic of KoreaDepartment of Plant Breeding and Genetics, Pir Mehr Ali Shah, Arid Agriculture University, Rawalpindi, PakistanSoybean is an important oilseed crop worldwide; however, it has a high sensitivity to temperature variation, particularly at the vegetative stage to the pod-filling stage. Temperature change affects physiochemical and genetic traits regulating the soybean agronomic yield. In this regard, the current study aimed to comparatively evaluate the effects of varying regimes of day and night temperatures (T1 = 20°C/12°C, T2 = 25°C/17°C, T3 = 30°C/22°C, T4 = 35°C/27°C, and T5 = 40°C/32°C) on physiological (chlorophyll, photosynthesis, stomatal conductance, transpiration, and membrane damage) biochemical (proline and antioxidant enzymes), genetic (GmDNJ1, GmDREB1G;1, GmHSF-34, GmPYL21, GmPIF4b, GmPIP1;6, GmGBP1, GmHsp90A2, GmTIP2;6, and GmEF8), and agronomic traits (pods per plant, seeds per plant, pod weight per plant, and seed yield per plant) of soybean cultivars (Swat-84 and NARC-1). The experiment was performed in soil plant atmosphere research (SPAR) units using two factorial arrangements with cultivars as one factor and temperature treatments as another factor. A significant increase in physiological, biochemical, and agronomic traits with increased gene expression was observed in both soybean cultivars at T4 (35°C/27°C) as compared to below and above regimes of temperatures. Additionally, it was established by correlation, principal component analysis (PCA), and heatmap analysis that the nature of soybean cultivars and the type of temperature treatments have a significant impact on the paired association of agronomic and biochemical traits, which in turn affects agronomic productivity. Furthermore, at corresponding temperature regimes, the expression of the genes matched the expression of physiochemical traits. The current study has demonstrated through extensive physiochemical, genetic, and biochemical analyses that the ideal day and night temperature for soybeans is T4 (35°C/27°C), with a small variation having a significant impact on productivity from the vegetative stage to the grain-filling stage.https://www.frontiersin.org/articles/10.3389/fpls.2023.1332414/fullantioxidantcorrelogramgene expressionheat stressprincipal component analysissoybean |
| spellingShingle | Chuanbo Ding Fahad Alghabari Muhammad Rauf Ting Zhao Muhammad Matloob Javed Rahma Alshamrani Abdel-Halim Ghazy Abdullah A. Al-Doss Taimoor Khalid Seung Hwan Yang Zahid Hussain Shah Optimization of soybean physiochemical, agronomic, and genetic responses under varying regimes of day and night temperatures Frontiers in Plant Science antioxidant correlogram gene expression heat stress principal component analysis soybean |
| title | Optimization of soybean physiochemical, agronomic, and genetic responses under varying regimes of day and night temperatures |
| title_full | Optimization of soybean physiochemical, agronomic, and genetic responses under varying regimes of day and night temperatures |
| title_fullStr | Optimization of soybean physiochemical, agronomic, and genetic responses under varying regimes of day and night temperatures |
| title_full_unstemmed | Optimization of soybean physiochemical, agronomic, and genetic responses under varying regimes of day and night temperatures |
| title_short | Optimization of soybean physiochemical, agronomic, and genetic responses under varying regimes of day and night temperatures |
| title_sort | optimization of soybean physiochemical agronomic and genetic responses under varying regimes of day and night temperatures |
| topic | antioxidant correlogram gene expression heat stress principal component analysis soybean |
| url | https://www.frontiersin.org/articles/10.3389/fpls.2023.1332414/full |
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