High-Throughput Single cell RNA sequencing of Mesophyll cells from Maize
Ontology highlight
ABSTRACT:
ORGANISM(S): Zea mays
PROVIDER: GSE138526 | GEO | 2021/10/07
REPOSITORIES: GEO
Similar Datasets
Project description:High-Throughput Single cell RNA sequencing of Mesophyll cells from Maize
| PRJNA576240 | ENA
Project description:A number of taxa utilize C4 photosynthesis, to limit the impact of photorespiration upon photosynthetic performance. In order to achieve a local elevation of CO2 concentration, maize plants possess two photosynthetic cell types. Rubisco accumulation is restricted to bundle sheath (BS) cells that surround the leaf veins. Carbon fixation occurs initially in adjacent mesophyll (ME) cells. C4 compounds are transported into the BS cells where they are subsequently decarboxylated, releasing CO2. Although the major components of the C4 pathway have been well characterized, less is known about further metabolic partitioning in the maize leaf. Microarray hybridizations have been performed in order to further investigate metabolic differences between BS and ME cell types. BS strands and ME protoplasts were isolated from the leaves of 10 day old maize seedlings by mechanical disruption and enzymatic digestion respectively. To control for differences arising from these different protocols, total leaf (TO) and total leaf stress (ST) samples were also isolated. The ST sample was subjected to the same treatments as the ME sample, with the omission of cell-wall degrading enzymes. Leaves for the TO sample were harvested as for the BS strand sample. An interwoven loop design was used to compare the four treatment groups. A biological group consisted of a growth of plants from which pooled individuals were taken for the four treatments. Six biological replicates (groups) were used. Labeling was performed using the Genisphere Array 900-MPX kit according to the manufacturer's protocol. Post hybridization washes were performed according to the recommendations of the Maize Oligo Array Project. Scan settings were used for detection of moderate to high expression signals (gain ~ 60%. power 90%). Following hybridization with TO cDNA, ~1/3 of features provided signal above twice background and below saturation. A number of taxa utilize C4 photosynthesis, to limit the impact of photorespiration upon photosynthetic performance. In order to achieve a local elevation of CO2 concentration, maize plants possess two photosynthetic cell types. Rubisco accumulation is restricted to bundle sheath (BS) cells that surround the leaf veins. Carbon fixation occurs initially in adjacent mesophyll (ME) cells. C4 compounds are transported into the BS cells where they are subsequently decarboxylated, releasing CO2. Although the major components of the C4 pathway have been well characterized, less is known about further metabolic partitioning in the maize leaf. Microarray hybridizations have been performed in order to further investigate metabolic differences between BS and ME cell types. BS strands and ME protoplasts were isolated from the leaves of 10 day old maize seedlings by mechanical disruption and enzymatic digestion respectively. To control for differences arising from these different protocols, total leaf (TO) and total leaf stress (ST) samples were also isolated. The ST sample was subjected to the same treatments as the ME sample, with the omission of cell-wall degrading enzymes. Leaves for the TO sample were harvested as for the BS strand sample. An interwoven loop design was used to compare the four treatment groups. A biological group consisted of a growth of plants from which pooled individuals were taken for the four treatments. Six biological replicates (groups) were used. Labeling was performed using the Genisphere Array 900-MPX kit according to the manufacturer's protocol. Post hybridization washes were performed according to the recommendations of the Maize Oligo Array Project. Scan settings were used for detection of moderate to high expression signals (gain ~ 60%. power 90%). Following hybridization with TO cDNA, ~1/3 of features provided signal above twice background and below saturation. Keywords: Gene expression profiling of bundle sheath and mesophyll cell types
2005-12-24 | GSE3890 | GEO
Project description:During Zea mays (maize) C4 differentiation, mesophyll (M) and bundle sheath (BS) cells accumulate distinct sets of photosynthetic enzymes, with very low photosystem II (PSII) content in BS chloroplasts. Consequently, there is little linear electron transport in the BS and ATP is generated by cyclic electron flow. In contrast, M thylakoids are very similar to those of C3 plants and produce the ATP and NADPH that drive metabolic activities. Regulation of this differentiation process is poorly understood but involves expression and coordination of nuclear and plastid genomes. Here, we identify a recessive allele of the maize Hcf136 homologue that in Arabidopsis thaliana functions as a PSII stability or assembly factor located in the thylakoid lumen. Proteome analysis of the thylakoids and electron microscopy reveal that Zm hcf136 lacks PSII complexes and grana thylakoids in M chloroplasts, consistent with the previously defined Arabidopsis function. Interestingly, hcf136 is also defective in processing the full-length psbB-psbT-psbH-petB-petD polycistron specifically in M chloroplasts. To determine whether the loss of PSII in M cells affects C4 differentiation, we performed cell-type specific transcript analysis of hcf136 and wild-type seedlings. The results indicate that M and BS cells respond uniquely to the loss of PSII, with little overlap in gene expression changes between data sets. These results are discussed in the context of signals that may drive differential gene expression in C4 photosynthesis. Keywords: cell type comparison
2008-02-01 | GSE9698 | GEO
Project description:During Zea mays (maize) C4 differentiation, mesophyll (M) and bundle sheath (BS) cells accumulate distinct sets of photosynthetic enzymes, with very low photosystem II (PSII) content in BS chloroplasts. Consequently, there is little linear electron transport in the BS and ATP is generated by cyclic electron flow. In contrast, M thylakoids are very similar to those of C3 plants and produce the ATP and NADPH that drive metabolic activities. Regulation of this differentiation process is poorly understood but involves expression and coordination of nuclear and plastid genomes. Here, we identify a recessive allele of the maize Hcf136 homologue that in Arabidopsis thaliana functions as a PSII stability or assembly factor located in the thylakoid lumen. Proteome analysis of the thylakoids and electron microscopy reveal that Zm hcf136 lacks PSII complexes and grana thylakoids in M chloroplasts, consistent with the previously defined Arabidopsis function. Interestingly, hcf136 is also defective in processing the full-length psbB-psbT-psbH-petB-petD polycistron specifically in M chloroplasts. To determine whether the loss of PSII in M cells affects C4 differentiation, we performed cell-type specific transcript analysis of hcf136 and wild-type seedlings. The results indicate that M and BS cells respond uniquely to the loss of PSII, with little overlap in gene expression changes between data sets. These results are discussed in the context of signals that may drive differential gene expression in C4 photosynthesis. To explore the disruption of PSII activity on gene expression, transcript profiles from separated M and BS cells were examined using two-label microarray analysis. Total RNA was isolated from the second leaves of mutant and wild-type silbings. Six biological replicates were used to compare wild-type and mutant transcript profiles in separate M and BS experiments. To maximize biological replication, different seedling pools were used for each of the 12 hybridizations. Microarray experiments and analyses were performed using the Genisphere MPX900 kit and the Maize Array Consortium oligonucleotide platform (GPL5439; GPL5440). Feature intensity values were log-transformed and corrected for local background signal, and a LOWESS procedure (Dudoit et al., 2002) was used to normalize between channels. Features with either low or saturating signal intensity were discarded from further analysis. High expression filtering was less stringent to avoid elimination of previously characterized, high abundance, C4 cell-specific transcripts. After filtering, features that were not assigned an MZ number by the Maize Array Consortium were discarded from further analysis. The moderated t-test (Smyth, 2004) using the R package limma was applied to identify differentially expressed genes. The p-values for each test (gene) were converted to q-values for false discovery rate analysis as described by Storey et al. (2004). To avoid confounding treatment effects associated with direct comparisons of M and BS transcriptomes (Sawers et al., 2007), comparisons were only made using the same cell type across the hcf136 and wild-type sibling genotypes. Bundle sheath (BS) Samples: GSM245063-GSM245164 Mesophyll (M) Samples: GSM245165 - GSM245206
2008-01-31 | E-GEOD-9698 | biostudies-arrayexpress
Project description:Maize, as a C4 plant, possesses two distinct types of photosynthetic cells, the mesophyll (M) and the bundle sheath (BS) cells. To elucidate their functional and regulatory differentiation we isolated large quantities of highly homogeneous M and BS cells from new mature leaves for transcriptome profiling by Illumina sequencing. More than 100,000,000 reads for each cell type were mapped to the maize genome, revealing 44,964 expressed genes. Among these, 37,105 genes were expressed in M cells, including 423 M-enriched genes and 20 M-enriched transcription factor (TF) genes, whereas 42,782 genes were expressed in BS cells, including 771 BS-enriched genes and 75 BS-enriched TF genes. Pathway analyses revealed cell differentiation in various cellular activities, with M cells playing more important roles in light reaction, protein synthesis, abiotic stress, tetrapyrrole synthesis and RNA-RNA binding, while BS cells specializing in transport, signaling, protein degradation, major C metabolism, and the Calvin cycle. Genes coding for enzymes and transporters involved in photosynthesis exhibit a strong cellular preference in expression. To a lesser extent, cell differentiation also occurs in genes involved in the metabolism of starch, sucrose, nitrogen, sulfur, amino acid, and secondary metabolites. This comprehensive dataset will be useful for studying the regulation and evolution of C4-specific and related genes.
2012-09-18 | E-MTAB-4320 | biostudies-arrayexpress
Project description:The goal of this experiment was to investigate the early transcript changes (6h) induced by hypoxia treatment in mesophyll protoplasts. A single pair (control & hypoxia) of GeneChips® was used to confirm that hypoxia treatment altered the expression of an overlapping set of genes controlled by KIN10 (At3g01090) in Arabidopsis mesophyll protoplasts. Keywords: KIN10, KIN11, darkness, hypoxia, starvation, stress, sugar signalling, Arabidopsis, SnRK1
2007-08-17 | GSE8248 | GEO
Project description:Chloroplasts in differentiated bundle sheath (BS) and mesophyll (M) cells of maize (Zea mays) leaves are specialized to accommodate C4 photosynthesis. This study provides a reconstruction of how metabolic pathways, protein expression, and homeostasis functions are quantitatively distributed across BS and M chloroplasts. This yielded new insights into cellular specialization. The experimental analysis was based on high-accuracy mass spectrometry, protein quantification by spectral counting, and the first maize genome assembly. A bioinformatics workflow was developed to deal with gene models, protein families, and gene duplications related to the polyploidy of maize; this avoided overidentification of proteins and resulted in more accurate protein quantification. A total of 1,105 proteins were assigned as potential chloroplast proteins, annotated for function, and quantified. Nearly complete coverage of primary carbon, starch, and tetrapyrrole metabolism, as well as excellent coverage for fatty acid synthesis, isoprenoid, sulfur, nitrogen, and amino acid metabolism, was obtained. This showed, for example, quantitative and qualitative cell type-specific specialization in starch biosynthesis, arginine synthesis, nitrogen assimilation, and initial steps in sulfur assimilation. An extensive overview of BS and M chloroplast protein expression and homeostasis machineries (more than 200 proteins) demonstrated qualitative and quantitative differences between M and BS chloroplasts and BS-enhanced levels of the specialized chaperones ClpB3 and HSP90 that suggest active remodeling of the BS proteome. The reconstructed pathways are presented as detailed flow diagrams including annotation, relative protein abundance, and cell-specific expression pattern. Protein annotation and identification data, and projection of matched peptides on the protein models, are available online through the Plant Proteome Database.
2023-09-12 | PXD044303 | Pride
Project description:ngs2014_01_microd-ngs micro d-1-RNA seq of epidermis and mesophyll in arabidopsis developing embryos-comparison of transcript accumulation in epidermis and mesophyll in Total RNA extracted by laser assisted microdissection from developping embryos at late heart stage.
2018-02-13 | GSE98176 | GEO
Project description:The goal of this experiment was to investigate the early transcript changes (6h) induced by hypoxia treatment in mesophyll protoplasts. A single pair (control & hypoxia) of GeneChips® was used to confirm that hypoxia treatment altered the expression of an overlapping set of genes controlled by KIN10 (At3g01090) in Arabidopsis mesophyll protoplasts. Experiment Overall Design: For the hypoxic treatment protoplasts were submerged in mannitol buffer and the hypoxia condition was confirmed by the activation of the well-established early marker genes ADH (alcohol dehydrogenase, At1g77120) and PDC1 (pyruvate decarboxylase-1, At4g33070) based on RT-PCR and GeneChip® analyses. Results show a clear overlap in genes induced under hypoxic conditions and those induced by KIN10 expression in protoplasts. The overlap of the gene expression profiles was confirmed by triplicated real-time quantitative RT-PCR analyses of selected marker genes.
2008-06-16 | E-GEOD-8248 | biostudies-arrayexpress
Project description:Zea mays is a C4 plant that utilizes two distinct cell types, mesophyll (M) and bundle sheath (BS), to cooperatively fix carbon. Regulation of M and BS cell differentiation is poorly understood. Here, we explore the transcriptional networks of M and BS cells by microarray analysis. The maize mutant bundle sheath defective2 lacks the accumulation of Rubisco small and large subunits (Roth et al 1996; Brutnell et al 1999) and cannot perform the Calvin Cycle (Smith et al 1998). Therefore, this mutant provides an opportunity to study M and BS cell differentiation in a perturbed BS background, potentially revealing regulons important to cell identity. M and BS cells were independently isolated from mutant and wild-type siblings. Transcriptional profiling was then performed in a cell specific manner between mutant and wild-type.
2018-04-30 | GSE13758 | GEO