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Performance of pathway categories in control conditions and 3 h stress. a: Proportion of the pathway categories at unstressed conditions in DD as compared to IR20. b: Photograph displaying the phenotype of the hydroponically grown 7-day-old seedlings of DD and IR20. The seedlings of DD are considerably taller than IR20.c: Stacked graph of categories in DD and IR20. d: Contributions of accessory categories involved in cell integrity and stress perception. e: Relative expression of common genes in DD and IR20 divided into separate categories. Values indicate the nature of expression in DD as compared to IR20.
CM – carbohydrate metabolism, CSGD – cell structure, growth and dynamics, CT/T/W – cellular transport, transporters and water channels, D&D – degradation and detoxification, N/NAM – nucleoproteins/ nucleic acid modifiers, Phot – photosynthesis, P&PI – proteases and protease inhibitors, PFM – protection factors of macromolecules, PK – protein kinases, PP – protein phosphatases, Sig – signaling, TF/RT – transcription factors/regulation of transcription. T/RT – translation/regulation of translation, TP – transmembrane proteins.

Performance of pathway categories in control conditions and 3 h stress. a: Proportion of the pathway categories at unstressed conditions in DD as compared to IR20. b: Photograph displaying the phenotype of the hydroponically grown 7-day-old seedlings of DD and IR20. The seedlings of DD are considerably taller than IR20.c: Stacked graph of categories in DD and IR20. d: Contributions of accessory categories involved in cell integrity and stress perception. e: Relative expression of common genes in DD and IR20 divided into separate categories. Values indicate the nature of expression in DD as compared to IR20. CM – carbohydrate metabolism, CSGD – cell structure, growth and dynamics, CT/T/W – cellular transport, transporters and water channels, D&D – degradation and detoxification, N/NAM – nucleoproteins/ nucleic acid modifiers, Phot – photosynthesis, P&PI – proteases and protease inhibitors, PFM – protection factors of macromolecules, PK – protein kinases, PP – protein phosphatases, Sig – signaling, TF/RT – transcription factors/regulation of transcription. T/RT – translation/regulation of translation, TP – transmembrane proteins.

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Traditional cultivars of rice in India exhibit tolerance to drought stress due to their inherent genetic variations. Here we present comparative physiological and transcriptome analyses of two contrasting cultivars, drought tolerant Dhagaddeshi (DD) and susceptible IR20. Microarray analysis revealed several differentially expressed genes (DEGs) exc...

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... diffex analysis (p < 0.05, > 2-fold change) of the normalized and log transformed data revealed the number of probe sets expressing differen- tially after 3 h stress is almost double for DD (10,901) w.r.t. its control as compared to the same for IR20 (5,502) ( Supplementary Fig. S3A). The differences in probe set numbers corresponding to differentially expressing genes after 6 h of stress was 8,601 in case of IR20 vis-à-vis 11,041 in DD. ...
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... the list of probe sets obtained after microarray data analysis at the 3 h stress time point in both the cultivars; the number of genes were manually sourced (Methods). The number of genes obtained after manual curation is shown in Supplementary Fig. S3B. While the genes highlighted for each cultivar at 3 h stress were compared with the respective control list to negate those expressed under unstressed conditions, the list of genes common to both the cultivars at 3 h of stress was further modified to obtain a relative fold change (RFC) values by applying the following formula: ...
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... degradation and detoxification (D/D) and protein phosphatases (PP) were considerably down-regulated in DD as compared to IR20; whereas those pertaining to cell division and expansion regulation (CDER), i.e. nucleoproteins/nucleic acid modifiers (N/NAM), photosynthesis (Phot) and translation/regulation of translation (T/RT) were up-regulated in DD (Fig. 3a). It is known that DD is a taller cultivar compared to IR20 and it was evident even at the 7-day-old two-leaf seedling stage (Fig. 3b). The faster vegetative growth seen in DD could be attributed to the rapid changes taking place in the CDER network that houses genes involved in con- trolling plant growth. On exposure to stress, ...
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... those pertaining to cell division and expansion regulation (CDER), i.e. nucleoproteins/nucleic acid modifiers (N/NAM), photosynthesis (Phot) and translation/regulation of translation (T/RT) were up-regulated in DD (Fig. 3a). It is known that DD is a taller cultivar compared to IR20 and it was evident even at the 7-day-old two-leaf seedling stage (Fig. 3b). The faster vegetative growth seen in DD could be attributed to the rapid changes taking place in the CDER network that houses genes involved in con- trolling plant growth. On exposure to stress, however, the expression pattern changed dramatically as compared to the unstressed conditions (Fig. 3c). In DD, among all the genes involved ...
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... even at the 7-day-old two-leaf seedling stage (Fig. 3b). The faster vegetative growth seen in DD could be attributed to the rapid changes taking place in the CDER network that houses genes involved in con- trolling plant growth. On exposure to stress, however, the expression pattern changed dramatically as compared to the unstressed conditions (Fig. 3c). In DD, among all the genes involved in CDER (green boxes in Fig. 3c) the transcript abundance of many were effectively down-regulated as compared to IR20 whereas the proportion of those involved in Dehydration Signaling (DS) (yellow boxes) and Osmotic Signaling (OS) (purple boxes) were up-regulated in DD. The transcript levels of ...
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... vegetative growth seen in DD could be attributed to the rapid changes taking place in the CDER network that houses genes involved in con- trolling plant growth. On exposure to stress, however, the expression pattern changed dramatically as compared to the unstressed conditions (Fig. 3c). In DD, among all the genes involved in CDER (green boxes in Fig. 3c) the transcript abundance of many were effectively down-regulated as compared to IR20 whereas the proportion of those involved in Dehydration Signaling (DS) (yellow boxes) and Osmotic Signaling (OS) (purple boxes) were up-regulated in DD. The transcript levels of genes belonging to T/RT category were significantly down regulated in DD, ...
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... h stress treat- ment indicated that the gamut of genes involved in damage control and repair were rapidly activated in DD such that it would be able to achieve homeostasis faster than IR20. Further, the genes involved in lipid metabolism (essential for maintaining cell membrane stability) were also significantly up-regulated in DD vis-à-vis IR20 (Fig. 3d). This also corroborated with the CMS assay (Fig. ...
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... in the fold change in the expression of genes that are common to both the cultivars. A similar type of analysis carried out with this group of genes would reveal the differences in the kinetics or rate of gene activation/suppression of the genes for a particular category commonly shared by both DD and IR20. The results plotted in a stacked graph (Fig. 3e) showed that the transcripts of genes representing categories, such as cell structure, growth and dynamics (CSGD), N/NAM, Photosynthesis and T/RT, were significantly down-regulated in DD, whereas protection factors of macromole- cules (PFM) was up-regulated. Gene transcripts associated with cell growth and regulation were down-regulated ...
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... whereas those involved in protecting the cellular machinery (deg- radation of unfolded/mis-folded proteins, activation of chaperones, detoxification) were greatly up-regulated in the tolerant cultivar DD. Similar patterns of gene expression as observed in the unstressed conditions (controls) and the common genes obtained after RFC calculation (Fig. 3c,e) could be attributed to the differences in the kinetics of the signaling networks operating in DD vis-à-vis ...
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... microarray analysis revealed that the expression of genes encoding components involved in DS and CDER sub-networks were distinctly altered in the contrasting cultivars during 3 h of drought stress. The components of the DS network were activated earlier in Dhagaddeshi than in IR20 and, likewise, the machinery controlling cell growth and expansion was arrested faster in DD as compared to IR20 in response to the imposed dehydration stress (Figs 3, 4 and 7). At molecular level, DD responded to dehydration by increasing the levels of transcripts encoding for proteins, such as LEA, DREBs, NACs; enzymes for carbohydrate metabolism and ROS scavenging antioxidants (Table 1). ...
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... these networks work closely with each other to alleviate stress and due to the sheer complexities in their functioning they have considerable number of overlapping regulators, making it extremely difficult to dissect the key players unambiguously. Nevertheless, in our data the alteration in the expression of genes encoding components of the detoxification network was fairly identifiable at 3 h stress (Figs 3 and 4). However, as both the cultivars underwent more than 70% loss in their water content after the imposition of 6 h of drought stress (Figs 1 and 2), the expression data obtained at this time point was comparable for both the cultivars, to a large extent. ...

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... Likewise, transcriptome analysis from other two contrasting maize phenotypes led to a similar result, where drought tolerance might have been achieved through higher expression of genes related to ROS-scavenging, leading to stronger ROS-removal capability (Wang et al. 2022). Similar analyzes have been conducted for other plant species such as rice (Borah et al. 2017) and sugarcane (Contiliani et al. 2022), which also linked increased drought tolerance to stronger antioxidant capacity and to the activation of signalling pathways by ROS-related transcription factors, such as members of the MYB, NAC, and bHLH families. Dou et al. (2015) introduced in potato (Solanum tuberosum cv. ...
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... RNA-seq analysis and the system biology approach are powerful tools to probe such complex traits. Several transcriptome studies on drought tolerance in rice published in the last decade have further improved our understanding at the systemic level (Lenka et al. 2011;Shankar et al. 2016;Zhang et al. 2016;Borah et al. 2017). Biochemical, physiological, genetic, genomic, and epigenomic approaches are being combined to analyze the complex nature of abiotic stress tolerance in crop plants (Kumar et al. , 2022b. ...
... Biochemical, physiological, genetic, genomic, and epigenomic approaches are being combined to analyze the complex nature of abiotic stress tolerance in crop plants (Kumar et al. , 2022b. A large number of DEGs are obtained in comparative transcriptome studies, many of which are responsible for the necessary morphological and physiological changes (Borah et al. 2017;Kumar et al. 2022c). ...
... Abiotic stresses adversely affect plant growth, development, productivity, and pose threats to global food security. Several reports on transcriptome analysis of rice under drought stress have been published in the last two decades, which contribute a lot to understanding drought tolerance at the systematic level (Hu et al. 2006;Feng et al. 2009;Lenka et al. 2011;Shankar et al. 2016;Zhang et al. 2016;Borah et al. 2017;Kumar et al. 2022c). Effects of drought stress on the performance of plants and stress-responsive genes have been studied mainly at the seedling stage (Feng et al. 2009;Lenka et al. 2011;Shankar et al. 2016;Zhang et al. 2016); however, only a few studies focused on comparative RNA-seq analysis of contrasting rice genotypes under drought stress at the reproductive stage (Ereful et al. 2020). ...
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... Similarly, drought-responsive transcription factor encoding genes, i.e. bHLH, NAC, AP2/EREBP, bZIP and MYB have been identified in rice (Sharoni et al., 2011;Baldoni et al., 2015;Shao et al., 2015;Das et al., 2019;Guo et al., 2021). In addition, the accumulation of water-soluble sugars has also been found to be related to drought tolerance in rice (Quan et al., 2010) The transcriptome, proteome and metabolome responses of droughtsensitive and tolerant rice cultivars have been characterized in several studies to gain insights into the drought tolerance mechanism (Liu and Bennett, 2011;Moumeni et al., 2011;Mohammadi et al., 2012;Paul et al., 2015;Zhang et al., 2016;Borah et al., 2017;Xia et al., 2020;Vijayaraghavareddy et al., 2021). The comparative transcriptome analysis revealed the differential expression of genes engaged in hormone biosynthesis, carbohydrate metabolism, secondary metabolites biosynthesis/metabolism, cellular transportation and photosynthesis (Moumeni et al., 2011;Zhang et al., 2016;Borah et al., 2017;Xia et al., 2020). ...
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