Mapping and characterisation of the sorghum cell suspension culture secretome

Here we reported the first secretomic study of sorghum (Sorghum bicolor), a naturally drought tolerant cereal crop. In this study, we used a gel-based proteomic approach in combination with mass spectrometry to separate and identify proteins secreted into the culture medium of sorghum cell suspensions, a first step towards understanding their functions during plant growth and development. Proteins secreted into the culture medium of 10-day old sorghum cell suspension cultures termed culture filtrate (CF) proteins were separated by two-dimensional gel electrophoresis (2DE) and visualised using Coomassie brilliant blue (CBB) R-250 staining. Of the 25 visualised CBB stainable spots, 15 abundant, well-resolved and reproducible spots amongst the three biological replicates used were selected for identification using matrix assisted laser desorption/ionisation-time of flight/time of flight tandem mass spectrometry (MALDI-TOF-TOF MS). Of these spots, 14 were positively identified, representing four different protein classes: Peroxidases, germin proteins, oxalate oxidases and ?-galactosidases. All the identified proteins are known secretory proteins, with predicted signal peptides, which target proteins for the secretory pathway. The identified proteins have known functions in signalling processes, defence mechanisms and cell wall metabolism which is consistent with their location outside the cell. Western blotting analysis of the CF protein extracts using an antibody against ?-tubulin, a cytoplasmic protein, indicated that our CF protein preparations are free from any detectable amounts of this marker protein. Therefore, our sorghum cell culture system is ideal for use in the proteomic analysis of secreted proteins. The findings of this study are a step in the process of bridging the gap that currently exists in sorghum proteomics and also provides a foundation for future studies on understanding the roles played by secreted proteins during plant growth and development of the same crop

A proteomic analysis of drought and salt stress responsive proteins of different sorghum varieties

Philosophiae Doctor - PhDThis study reports on a proteomic analysis of sorghum proteomes in response to salt and hyperosmotic stresses. Two-dimensional gel electrophoresis (2DE) in combination with mass spectrometry (MS) was used to separate, visualise and identify sorghum proteins using both sorghum cell suspension cultures and whole plants. The sorghum cell suspension culture system was used as a source of culture filtrate (CF) proteins. Of the 25 visualised CBB stained CF spots, 15 abundant and well-resolved spots were selected for identification using a combination of MALDI-TOF and MALDI-TOFTOF MS, and database searching. Of these spots, 14 were positively identified as peroxidases, germin proteins, oxalate oxidases and alpha-galactosidases with known functions in signalling processes, defense mechanisms and cell wall metabolism.South Afric

Mapping and characterisation of the sorghum cell suspension culture secretome

Here we reported the first secretomic study of sorghum (Sorghum bicolor), a naturally drought tolerant cereal crop. In this study, we used a gel-based proteomic approach in combination with mass spectrometry to separate and identify proteins secreted into the culture medium of sorghum cell suspensions, a first step towards understanding their functions during plant growth and development. Proteins secreted into the culture medium of 10-day old sorghum cell suspension cultures termed culture filtrate (CF) proteins were separated by two dimensional gel electrophoresis (2DE) and visualised using Coomassie brilliant blue (CBB) R-250 staining. Of the 25 visualised CBB stainable spots, 15 abundant, well resolved and reproducible spots amongst the three biological replicates used were selected for identification using matrix assisted laser desorption/ionisation-time of flight/time of flight tandem mass spectrometry (MALDI-TOF-TOF MS). Of these spots, 14 were positively identified, representing four different protein classes: Peroxidases, germin proteins, oxalate oxidases and α-galactosidases. All the identified proteins are known secretory proteins, with predicted signal peptides, which target proteins for the secretory pathway. The identified proteins have known functions in signalling processes, defence mechanisms and cell wall metabolism which is consistent with their location outside the cell. Western blotting analysis of the CF protein extracts using an antibody against β-tubulin, a cytoplasmic protein, indicated that our CF protein preparations are free from any detectable amounts of this marker protein. Therefore, our sorghum cell culture system is ideal for use in the proteomic analysis of secreted proteins. The findings of this study are a step in the process of bridging the gap that currently exists in sorghum proteomics and also provides a foundation for future studies on understanding the roles played by secreted proteins during plant growth and development of the same crop.Keywords: Sorghum, cell suspension cultures, culture filtrate, secreted proteins, proteomics analysis, two-dimensional gel electrophoresis, β-tubuli

Identification and profiling of salinity stress-responsive proteins in Sorghum bicolor seedlings

Sorghum bicolor, a drought tolerant cereal crop, is not only an important food source in the semi arid/arid regions but also a potential model for studying and gaining a better understanding of the molecular mechanisms of drought and salt stress tolerance in cereals. In this study, seeds of a sweet sorghumvariety, MN1618, were planted and grown on solid MS growth medium with or without 100mM NaCl. Heat shock protein expression immunoblotting assays demonstrated that this salt treatment induced stress within natural physiological parameters for our experimental material. 2D PAGE in combination with MS/MS proteomics techniques were used to separate, visualise and identify salinity stress responsive proteins in young sorghum leaves. Out of 281 Coomassie stainable spots, 118 showed statistically significant responses (p<0.05) to salt stress treatments. Of the 118 spots, 79 were selected for tandem mass spectrometric identification, owing to their good resolution and abundance levels, and of these, 55 were positively identified. Identified proteins were divided into six functional categories including both known and novel/putative stress responsive proteins. Molecular and physiological functions of some of our proteins of interest are currently under investigation via bioinformatic and molecular biology approaches.Web of Scienc

Heat Stress Triggers Differential Protein Accumulation in the Extracellular Matrix of Sorghum Cell Suspension Cultures

Plants reprogram gene expression as an adaptive response to survive high temperatures. While the identity and functions of intracellular heat stress-responsive proteins have been extensively studied, the heat response of proteins secreted to the extracellular matrix is unknown. Here, we used Sorghum bicolor, a species adapted for growth in hot climates, to investigate the extracellular heat-induced responses. When exposed to 40 C for 72 h, heat-sensitive Arabidopsis cell suspension cultures died, while ICSB338 sorghum cell cultures survived by activation of a transcriptional response characterized by the induction of HSP70 and HSP90 genes. Quantitative proteomic analysis of proteins recovered from cell culture medium revealed specific heat stress-induced protein accumulation within the sorghum secretome. Of the 265 secreted proteins identified, 31 responded to heat (2-fold change), with 84% possessing a predicted signal peptide for targeting to the classical secretory pathway. The differentially accumulated proteins have putative functions in metabolism, detoxification, and protein modifications. A germin (SORBI_3003G427700) was highly heat-inducible at both protein and gene level. Overall, our study reveals new insights into sorghum responses to heat and provides a useful resource of extracellular proteins that could serve as targets for developing thermotolerant crops. Data are available via ProteomeXchange with identifier PXD021536

Exogenous abscisic acid treatment regulates protein secretion in sorghum cell suspension cultures.

Drought stress adversely affects plant growth, often leading to total crop failure. Upon sensing soil water deficits, plants switch on biosynthesis of abscisic acid (ABA), a stress hormone for drought adaptation. Here, we used exogenous ABA application to dark-grown sorghum cell suspension cultures as an experimental system to understand how a drought-tolerant crop responds to ABA. We evaluated intracellular and secreted proteins using isobaric tags for relative and absolute quantification. While the abundance of only ~ 7% (46 proteins) intracellular proteins changed in response to ABA, ~32% (82 proteins) of secreted proteins identified in this study were ABA responsive. This shows that the extracellular matrix is disproportionately targeted and suggests it plays a vital role in sorghum adaptation to drought. Extracellular proteins responsive to ABA were predominantly defense/detoxification and cell wall-modifying enzymes. We confirmed that sorghum plants exposed to drought stress activate genes encoding the same proteins identified in the cell culture system with ABA. Our results suggest that ABA activates defense and cell wall remodeling systems during stress response. This could underpin the success of sorghum adaptation to drought stress

Independent and combined effects of improved water, sanitation, and hygiene, and improved complementary feeding, on child stunting and anaemia in rural Zimbabwe: a cluster-randomised trial.

BACKGROUND: Child stunting reduces survival and impairs neurodevelopment. We tested the independent and combined effects of improved water, sanitation, and hygiene (WASH), and improved infant and young child feeding (IYCF) on stunting and anaemia in in Zimbabwe. METHODS: We did a cluster-randomised, community-based, 2 × 2 factorial trial in two rural districts in Zimbabwe. Clusters were defined as the catchment area of between one and four village health workers employed by the Zimbabwe Ministry of Health and Child Care. Women were eligible for inclusion if they permanently lived in clusters and were confirmed pregnant. Clusters were randomly assigned (1:1:1:1) to standard of care (52 clusters), IYCF (20 g of a small-quantity lipid-based nutrient supplement per day from age 6 to 18 months plus complementary feeding counselling; 53 clusters), WASH (construction of a ventilated improved pit latrine, provision of two handwashing stations, liquid soap, chlorine, and play space plus hygiene counselling; 53 clusters), or IYCF plus WASH (53 clusters). A constrained randomisation technique was used to achieve balance across the groups for 14 variables related to geography, demography, water access, and community-level sanitation coverage. Masking of participants and fieldworkers was not possible. The primary outcomes were infant length-for-age Z score and haemoglobin concentrations at 18 months of age among children born to mothers who were HIV negative during pregnancy. These outcomes were analysed in the intention-to-treat population. We estimated the effects of the interventions by comparing the two IYCF groups with the two non-IYCF groups and the two WASH groups with the two non-WASH groups, except for outcomes that had an important statistical interaction between the interventions. This trial is registered with ClinicalTrials.gov, number NCT01824940. FINDINGS: Between Nov 22, 2012, and March 27, 2015, 5280 pregnant women were enrolled from 211 clusters. 3686 children born to HIV-negative mothers were assessed at age 18 months (884 in the standard of care group from 52 clusters, 893 in the IYCF group from 53 clusters, 918 in the WASH group from 53 clusters, and 991 in the IYCF plus WASH group from 51 clusters). In the IYCF intervention groups, the mean length-for-age Z score was 0·16 (95% CI 0·08-0·23) higher and the mean haemoglobin concentration was 2·03 g/L (1·28-2·79) higher than those in the non-IYCF intervention groups. The IYCF intervention reduced the number of stunted children from 620 (35%) of 1792 to 514 (27%) of 1879, and the number of children with anaemia from 245 (13·9%) of 1759 to 193 (10·5%) of 1845. The WASH intervention had no effect on either primary outcome. Neither intervention reduced the prevalence of diarrhoea at 12 or 18 months. No trial-related serious adverse events, and only three trial-related adverse events, were reported. INTERPRETATION: Household-level elementary WASH interventions implemented in rural areas in low-income countries are unlikely to reduce stunting or anaemia and might not reduce diarrhoea. Implementation of these WASH interventions in combination with IYCF interventions is unlikely to reduce stunting or anaemia more than implementation of IYCF alone. FUNDING: Bill & Melinda Gates Foundation, UK Department for International Development, Wellcome Trust, Swiss Development Cooperation, UNICEF, and US National Institutes of Health.The SHINE trial is funded by the Bill & Melinda Gates Foundation (OPP1021542 and OPP113707); UK Department for International Development; Wellcome Trust, UK (093768/Z/10/Z, 108065/Z/15/Z and 203905/Z/16/Z); Swiss Agency for Development and Cooperation; US National Institutes of Health (2R01HD060338-06); and UNICEF (PCA-2017-0002)

A proteomic analysis of drought and salt stress responsive proteins of different sorghum varieties

Philosophiae Doctor - PhDSorghum (Sorghum bicolorï, a drought tolerant cereal crop, is not only an important food source in the semi arid/arid regions but also a potential model for studying and gaining a better understanding of the molecular mechanisms of drought and salt stress tolerance in cereals. This study reports on a proteomic analysis of sorghum proteomes in response to salt and hyperosmotie stresses. Two-dimensional gel electrophoresis (2DE) in combination with mass spectrometry (MS) was used to separate, visualise and identify sorghum proteins using both sorghum cell suspension cultures and whole plants. The sorghum cell suspension culture system was used as a source of culture filtrate (CF) proteins. Of the 25 visualised CBB stained CF spots, 15 abundant and well-resolved spots were selected for identification using a combination of MALDI- TOF and MALDI- TOFTOF MS, and database searching. Of these spots, 14 were positively identified as peroxidases, germ in proteins, oxalate oxidases and alpha-galactosidases with known functions in signalling processes, defense mechanisms and cell wall metabolism. Following 200 mM NaCl and 400 mM sorbitol stress treatments, the expression/abundance of a protein spot similar to a rice wall-associated protein kinase was upregulated in the sorghum secretome in response to both stresses. Amino acid sequence alignment of the matching peptides between these two proteins showed that the sorghum CF spot possesses a protein kinase domain. Therefore, this protein could possibly participate in cell signalling functions, which link the external environment with the cell's cytoplasm. Using whole plant systems, a comparative study of leaf protein expression between two sorghum varieties, AS6 (salt sensitive) and MN1618 (salt tolerant) was conducted. Forty well resolved spots of varying abundances were picked for MS analysis. Of these, 28 were positively identified, representing proteins with functions in carbohydrate metabolism (60.7%), proton transport (17.9%), protein synthesis (7.1%), hydrolytic functions (7.1%), nucleotide metabolism (3.6%) and detoxification (3.6%). Using PDQuest™ Advanced 2D Analysis Software version 8.0.1 (BIO-RAD), a comparative analysis of leaf proteome expression patterns between the two sorghum varieties was conducted. The results indicated proteins with similar expression patterns as well as qualitative and quantitative differences between the two leaf proteomes. The effect of 100 mM NaCI on leaf proteome expression between the two sorghum varieties was also studied. Western blotting analysis of leaf, sheath and root tissues using Hsp70 antibodies showed that this treatment induced Hsp70 expression, a known stress protein, in both varieties. Thereafter, the partially annotated leaf proteome map was used to landmark other salt responsive proteins. Examples of differential expression patterns included glutathione S transferase and hydroxynitrile lyase proteins whose abundances were upregulated in both varieties, while the large subunit of RuBisCo was downregulated in AS6 but upregulated in MN1618. Qualitative spot expression differences in response to salt stress were also observed between the two sorghum varieties but these remained unidentified after both MALDI-TOF and MALDI-TOF-TOF MS, possibly indicating novel and previously uncharacterised sorghum proteins. The results of this study can be used as reference tools by proteomics researchers worldwide as well as a foundation for future studies

Sorghum’s Whole-Plant Transcriptome and Proteome Responses to Drought Stress: A Review

Sorghum is a cereal crop with key agronomic traits of drought and heat stress tolerance, making it an ideal food and industrial commodity for hotter and more arid climates. These stress tolerances also present a useful scientific resource for studying the molecular basis for environmental resilience. Here we provide an extensive review of current transcriptome and proteome works conducted with laboratory, greenhouse, or field-grown sorghum plants exposed to drought, osmotic stress, or treated with the drought stress-regulatory phytohormone, abscisic acid. Large datasets from these studies reveal changes in gene/protein expression across diverse signaling and metabolic pathways. Together, the emerging patterns from these datasets reveal that the overall functional classes of stress-responsive genes/proteins within sorghum are similar to those observed in equivalent studies of other drought-sensitive model species. This highlights a monumental challenge of distinguishing key regulatory genes/proteins, with a primary role in sorghum adaptation to drought, from genes/proteins that change in expression because of stress. Finally, we discuss possible options for taking the research forward. Successful exploitation of sorghum research for implementation in other crops may be critical in establishing climate-resilient agriculture for future food security

Comparative physiological and root proteome analyses of two sorghum varieties responding to water limitation

When exposed to drought stress many plants reprogram their gene expression to activate adaptive biochemical and physiological responses for survival. However, most of the well-studied adaptive responses are common between drought-sensitive and drought-tolerant species, making it difficult to identify the key mechanisms underpinning successful drought tolerance in crops. We developed a sorghum experimental system that compares between drought-sensitive (ICSB338) and enhanced drought-tolerant (SA1441) varieties. We show that sorghum activates a swift and robust stomatal shutdown to preserve leaf water content when water stress has been sensed. Water uptake is enhanced via increasing root cell water potential through the rapid biosynthesis of predominantly glycine betaine and an increased root-to-shoot ratio to explore more soil volume for water. In addition to stomatal responses, there is a prompt accumulation of proline in leaves and effective protection of chlorophyll during periods of water limitation. Root and stomatal functions rapidly recover from water limitation (within 24 h of re-watering) in the drought-tolerant variety, but recovery is impaired in the drought-sensitive sorghum variety. Analysis of the root proteome revealed complex protein networks that possibly underpin sorghum responses to water limitation. Common and unique protein changes between the two sorghum varieties provide new targets for future use in investigating sorghum drought tolerance