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Fifty diverse sorghum genotypes of sorghum were selected from a pool of 300 accessions obtained from the Genetic Resources and Biotechnology Institute and International Crop Research Institute of the Semi-Arid Tropics (ICRISAT) in Zimbabwe, multiplied and characterized through preliminary studies at Lupane State University experimental plots located in semi-arid part of Zimbabwe. The genotypes used in this study were selected based on yield potential and desirable morphological traits (Supplemental Table S1). Lupane State University plots are characterized by deep Kalahari sands with an annual rainfall average of 450−650 mm and temperature range of 10 to 35 °C. The temperatures at the study site ranged from 19.8 to 39.9 °C during the study period (Table 1).
Table 1. Rainfall (mm) and temperature (°C) data during the study period season (2022/23) at Lupane State University.
Season Months Oct Nov Dec Jan 2022/23 Mean minimum temperature 26.6 26.1 24.4 19.8 Mean maximum temperature 39.9 37.4 31.9 28.1 Total rainfall 9.6 164 75 161 Source: Lupane State University weather station. Germination procedure and experimental design
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Twenty seeds for each genotype were surface sterilized for 5 min using 1% sodium hypochlorite, thoroughly rinsed three times in deionized water and germinated in Petri dishes lined with double Whatman No. 2 filter papers moistened with deionized water in a growth chamber at 30−35 °C. Petri dishes were placed in a completely randomized design with three replicates in an incubator and two sets of the experiment were done in tandem.
In vitro basal thermotolerance of sorghum germplasm
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Five healthy two-day-old seedlings were randomly selected and exposed to heat shock treatment at 50 °C for 10 min in an incubator and then allowed to recover at 30−35 °C for 36 h in a growth chamber. Control treatments were not exposed to the heat shock treatment. The experiment was arranged following a split plot in Completely Randomised Design (CRD 50 × 2 × 3); where 50 genotypes were replicated three times in two separated heat stress treatments. Changes in coleoptile length after 36 h for the seedlings that were exposed to heat shock treatments as well as those not exposed to heat shock were measured using a digital Vernier caliper and differences were determined.
Acquired thermotolerance of sorghum germplasm
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Five healthy two-day-old seedlings were exposed to heat stress treatment by gradually increasing the temperature in the growth chamber from 30 to 5 °C every hour until it reached 45 °C and was kept constant at that temperature for 1 h. Then, the seedlings were allowed to recover at 30−35 °C for up to four days. Seedlings were then exposed to a second heat shock at 50 °C for 10 min in a growth chamber and then allowed to recover again at 30−35 °C for up to four days. Control treatments were not acclimatized through gradual heat shock treatments but were exposed to a heat shock treatment at 50 °C. Similarly, the experiment was arranged following a split plot in Completely Randomised Design (CRD 50 × 2 × 3); where 50 genotypes were replicated three times in two separate heat stress treatments. Coleoptile length was measured before and after heat treatments using a digital Vernier caliper and the differences were determined.
Statistical analysis
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In the assessment of basal and acquired thermotolerance, quantitative data on coleoptile length changes was subjected to a two-way analysis of variance (ANOVA) following a CRD in Genstat statistical package 14th edition, to determine significant differences in means for the two heat treatments, 50 genotypes and their interactions. Means were compared at 95% level of significance and separated using Bonferroni's test where significant differences were observed. Data was subjected to the tests of assumptions of ANOVA before being subjected to the F-test.
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Assessment of 50 tropical sorghum accessions for basal and acquired thermotolerance using coleoptile elongation as an indicator revealed that heat shock of 50 °C, just for a short period of time suppressed coleoptile elongation in sorghum emergents while prior exposure of seedlings to gradually increasing temperatures up to 45 °C reduced the effects of heat shock as indicated by the extent of coleoptile elongation. Heat shocking of sorghum emergents significantly reduced coleoptile elongation (p < 0.001) as demonstrated by the F-test results for both sets of basal and acquired thermotolerance (Table 2). Significant variability in sorghum genotypes that were tested for basal and acquired thermotolerance at germination was also observed in the two sets of experiments for each test. The differential response of the assessed genotypes to heat shock and acclimatization treatments was demonstrated by the highly significant interaction of genotypic factors and the heat stress treatments in both sets of basal and acquired thermotolerance tests (Table 2). In both basal and acquired thermotolerance tests, temperature had the greatest effect as indicated by large mean of square errors (Table 2).
Table 2. Analysis of Variance for basal and acquired thermotolerance in diverse tropical sorghum accessions done in two sets.
Source of variation DF Basal Acquired Mean squares Mean squares Set 1 Temperature (T) 1 3,987.4*** 11,556.2*** Genotype (G) 49 586.7*** 30.9*** G × T 49 282.2*** 49.8*** Error 1,400 119.2 6.5 Set 2 Temperature (T) 1 13,700.5*** 5,441.1*** Genotype (G) 49 50.6*** 139.9*** G × T 49 32.5*** 95.0*** Error 1,400 6.7 16 DF = degrees of freedom, *** significant at < 0.001. In both sets of the basal thermotolerance assay heat shocking of sorghum emergents significantly reduced coleoptile elongation by 13.7% and 31.9%, respectively (Table 3), when compared to their counterparts that were not exposed to heat shock. Acclimatization of sorghum emergents reduced the effects of heat shock, as demonstrated by significantly lower coleoptile elongation in non-acclimatized sorghum emergents in the two sets of the experiment by 62.1% and 52.5% respectively when compared to the acclimatized emergents (Table 3).
Table 3. Mean comparison of coleoptile changes for heat treatments of sorghum emergents indicating basal and thermotolerance in two sets of each experiment.
Treatments Basal thermotolerance Acquired thermotolerance Set 1 Set 2 Set 1 Set 2 Heat shocked 20.54b 12.91b 3.40b 3.45b Non-heat shocked 23.80a 18.96a 8.96a 7.26a LSD (5%) 1.11 0.26 0.26 0.41 Non heat shock for acquired thermotolerance means genotypes were acclimatized through incremental temperature increase. Means with similar superscripted letters in the same column were significantly different at (p < 0.05) measured as coleoptile length in millimeters. Differential expression of basal thermotolerance in elite tropical sorghum genotypes
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Following significant interactions of genotype and heat treatments for coleoptile elongation in sorghum emergents conferring differential expression of basal thermotolerance their means were separated using the Bonferroni's test. The top ten and five least performing genotypes in terms of coleoptile elongation were identified and are presented in Table 4 for the two sets of the experiment. Genotypes NPGRC1704 and IS24426 were consistently amongst the top ten performers in terms of basal thermotolerance in the two sets of the experiment (Table 4). 'Macia' a commercial check variety was amongst the top ten performers. In the first set only the two least performing genotypes namely IS30164 and NPGRC3127 were significantly different from the top two best performers in basal thermotolerance (Table 4).
Table 4. Mean comparison of coleoptile changes for 50 sorghum genotypes indicating seedlings basal thermotolerance in two sets.
Set 1 Set 2 Genotype Heat shocked Non-heat shocked Genotype Heat shocked Non heat shocked Top 10 Top 10 NPGRC1695 30.80abcdef 36.06ab NPGRC1704 16.72g-x 22.5ab IS24426 30.56abcdefg 28.86abcdefg IS9567 16.57h-z 22.13abc NPGRC1478 29.24bcdefgh 33.28abcd IS24426 16.22i>-z 18.48b-n NPGRC1592 22.77bcdefghi 27.67bcdefghi NPGRC1222 15.03l-D 18.31c-n NPGRC3087 22.95bcdefghi 26.33bcdefghi NPGRC175*9 14.86m-D 18.22c-o "MACIA" 19.11bcdefghi 26.20bcdefghi NPGRC1628 14.2Oo-D 19.32b-j NPGRC1868 22.80bcdefghi 24.91bcdefghi NPGRC1197 14.08o-D 18.45b-n IS2867 20.81bcdefghi 24.75bcdefghi NPGRC1868 14.07o-D 21.0a-f IS26191 13.47fghi 24.67bcdfghi NPGRC1178 14.07o-D 20.24a-i NPGRC1704 24.57bcdefghi 25.31bcdefghi NPGRC1782 13.98p-D 14.66n-D Bottom 5 Bottom 5 IS9548 14.52fghi 18.34cdefghi IS12391 11.56D 17.97c-q IS9303 14.11fghi 19.09bcdefghi NPGRC3087 11.33D 18.63b-n IS6944 13.01ghi 18.81bcdefghi NPGRC3127 11.20D 15.94j-C IS30164 10.92hi 17.97cdefghi NPGRC3092 11.13D 19.02b-m NPGRC3127 9.65i 20.42bcdefghi SV4 11.0D 18.66b-m Overall mean 22.17 15.94 LSD 7.82 1.85 Means with similar superscripted letter(s) in the same column were significantly different at p < 0.05. Genotypes appeared in the top performers or at least performers common in both sets and genotypes in bold mantained superiority in both sets. In set two all the five least performers were significantly different from the top three performers (Table 4). Only one genotype NPGRC3127 consistently appeared in the least five performers in both sets of basal thermotolerance tests. 'SV4' a commercial check variety had the lowest mean change in coleoptile length in set 2, indicating a lack of basal thermotolerance when compared to the tropical sorghum genotypes that were assessed in the current study.
Differential expression of acquired thermotolerance in tropical sorghum genotypes
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Genotypes NPGRC3093, and IS24272 consistently demonstrated superiority in acquired thermotolerance in two sets of the test as confirmed by the separation of means using the Bonferroni's test (Table 5). No genotype showed consistency in the least performers for the two sets. Interestingly, several genotypes that were among the least performers in basal thermotolerance showed superiority in acquired thermotolerance. These genotypes are NPGRC1704, IS9567, NPGR3093, IS12391, and IS9548 (Tables 2 & 3). Genotype NPGRC 3127 which was the only genotype that consistently showed a lack of basal thermotolerance (Table 4) and also showed a lack of thermotolerance in one of the sets for the acquired thermotolerance experiment (Table 5).
Table 5. Mean comparison of seedlings coleoptile length changes for 50 sorghum genotypes acquired thermotolerance.
Set 1 Set 2 Genotype Acclimatized Non- acclimatized Genotype Acclimatized Non -acclimatized Top 10 IS13837 13.56a 1.88B-D NPGRC3124 22.32a 4.64d-j NPGRC1704 12.5ab 3.24s-D IS12391 18.2ab 7.18c-j NPGRC1619 12.09a-c 1.63CD IS29925 18.18ab 2.98g-j IS9567 11.99a-d 2.8v-D IS24272 13.30bc 2.32g-j NPGRC1699 11.65a-d 2.9t-D NPGRC3093 10.72cd 4.12e-j NPGRC1476 11.48a-d 2.75w-D NPGRC1197 10.11c-f 2.25g-j NPGRC3093 11.24a-e 1.94B-D NPGRC1868 10.02c-f 3.31g-j IS24272 11.21a-e 2.64y-D NPGRC1478 8.71c-g 2.76g-j NPGRC3195 11.13a-e 4.42o-D NPGRC1782 8.48c-h 5.8d-j IS9548 11.12a-e 3.40s-D IS30164 8.42c-i 4.98d-j Bottom five NPGRC3105 6.69g-y 1.74CD NPGRC3195 4.22e-j 4.55d-j IS13813 6.43i-z 5.07m-C NPGRC1862 3.78e-j 2.86g-j NPGRC3127 5.94k-B 3.51s-D NPGRC3105 3.6f-j 1.55j NPGRC1593 5.08m-C 2.89t-D IS9548 2.67g-j 3.15g-j NPGRC1782 4.66n-D 3.41s-D IS6944 2.45g-j 3.8e-j Overall mean 6.18 5.35 LSD 1.83 2.87 Means with similar superscripted letters in the same column were significantly different at p < 0.05 and genotypes in bold represent top performers in both sets. -
The authors would like to thank the Genetic Resources and Biotechnology Institute in Zimbabwe for a generous donation of the landraces, International Crop Resources Institute for Semi-Arid Tropics, Bulawayo, Zimbabwe for a generous donation of germplasm.
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About this article
Cite this article
Ndlovu E, Maphosa M, Van Staden J. 2024. Unlocking basal and acquired thermotolerance potential in tropical sorghum. Technology in Agronomy 4: e026 doi: 10.48130/tia-0024-0023
Unlocking basal and acquired thermotolerance potential in tropical sorghum
- Received: 07 November 2023
- Revised: 16 July 2024
- Accepted: 18 July 2024
- Published online: 02 September 2024
Abstract: Basal and acquired thermotolerance of 50 elite tropical sorghum genotypes was assessed in seedlings. Two sets of each assay were conducted following a split plot in a Completely Randomised Design replicated three times in two heat stress treatments in separate incubators. Coleoptile length was measured before and after heat treatments, and the differences were subjected to analysis of variance for heat treatments, genotypes and their interactions. Highly significant differences (p < 0.001) were observed between heat treatments, genotypes, and their interactions for both basal and acquired thermotolerance assays, signifying adverse effects of heat stress and the existence of genetic diversity in the thermotolerance of the assessed genotypes. Popular varieties 'Macia' and 'SV4' did not feature among the top performers for both forms of tolerance, indicating the risk subsistence farmers relying on them are to heat stress. Two genotypes were consistently amongst the top ten performers in terms of basal thermotolerance in the two sets, these are genotypes NPGRC1704, and IS24426. Genotypes NPGRC3093, and IS24272 consistently demonstrated superiority in acquired thermotolerance. Genotypes NPGRC1704, IS9567, NPGRC1197, NPGRC1868, and NPGRC1782 exhibited potential in both basal and acquired thermotolerance. The identified genotypes may be used as potential donors in crop improvement programs that seek to improve thermotolerance in sorghum.
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Key words:
- Acclimatization /
- Drought /
- Coleoptile /
- Heat shock proteins /
- Sorghum bicolor