SSHscreen analysis of cowpea drought stress SSH libraries (F&R) to calculate Enrichment ratio 2 and 3 values
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ABSTRACT:
ORGANISM(S): Vigna unguiculata
PROVIDER: GSE20273 | GEO | 2010/03/22
SECONDARY ACCESSION(S): PRJNA125255
REPOSITORIES: GEO
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Project description:Screening cDNA clones from SSH library by hybridization with cDNA used to construct the library. Treated samples were drought-stressed cowpea plants, and control samples were cowpea plants subjected to a standard watering regime. cDNA clones from forward and reverse libraries are spotted on the same array, but data from each library were analysed separately after normalization using SSHscreen software (http://microarray.up.ac.za/SSHscreen ) to calculate Enrichment Ratio 3 (ER3) and Enrichment Ratio 2 (ER2) values for each clone. ER3 is a measure of differential expression, and was determined using a set of hybridizations with unsubtracted treated (UT) and unsubtracted control (UC) cDNA. ER2 is a measure of the relative abundance of a clone's transcript in the original tester sample, relative to other transcripts in the sample prior to the SSH process. ER2 for the forward library was determined using a set of hybridizations with subtracted treated (ST) and unsubtracted treated (UT) cDNA. ER2 for the reverse library is determined using a set of hybridizations with subtracted control (SC) and unsubtracted control (UC) cDNA. Direct comparison of UT and UC cDNAs to calculate ER3 values for F and R library, including dye swaps and replicate arrays. Direct comparison of ST and UT cDNAs to calculate ER2 values for F library, including dye swaps and replicate arrays. Direct comparison of SC and UC cDNAs to calculate ER2 values for R library, including dye swaps and replicate arrays.
2010-05-05 | E-GEOD-20273 | biostudies-arrayexpress
Project description:We investigated the expression profiles of microRNAs (miRNA) in 26 renal cell carcinoma (RCC) FFPE tissues (3 chRCC, 5 papRCC and 18 ccRCC), 4 urothelial cell carcinomas of the upper urinary tract (UT-UCs) and 20 normal kidneys by using the miRCURY LNA™ microRNA Array, 6th gen (Exiqon, Woburn MA), containing capture probes that target all miRNAs for all species registered in the miRBASE version 16.0. Real-time PCR (qRT-PCR) using appropriate endogenous controls was performed in order to validate the microarray results of the 27 most differentially expressed (DE) miRNAs. We identified 434 miRNAs that were significantly deregulated in all tumours compared to the normal kidney tissues. Overall, 126 miRNAs (29%) showed increased expression and 303 miRNAs (69.8%) had decreased expression in RCCs and UT-UCs vs. the normal kidneys. Specifically, 374, 420, 421 and 409 miRNAs were 90% consistently down-regulated in ccRCC, papRCC, chRCC and UT-UC, respectively. Unsupervised two-way hierarchical clustering (HCL) with Euclidian distance accurately discriminated between RCC and UT-UC. Apart from one chRCC sample that was clustered with ccRCCs, HCL also managed to successfully classify the 3 RCC subtypes among them. Furthermore, it showed that ccRCC is more closely related to papRCC and that both are distinct from chRCC or UT-UC. Ninety-four miRNAs were co-upregulated among ccRCC, papRCC and chRCC; and 11, 44 and 24 miRNAs were specifically up-regulated in each one of the three RCC subtypes (ccRCC, chRCC and papRCC), respectively. On the other hand, 222 miRNAs were co-down-regulated in the three RCC subtypes, whereas 16, 18 and 5 miRNAs were specifically down-regulated in ccRCC, chRCC and papRCC, respectively. When the DE miRNAs in each RCC subtype were combined with those in UT-UC, we identified 89 and 206 miRNAs, respectively, that were up- and down-regulated in all tumor types. miRNA profiling can distinguish between RCC and UT-UC as well as among distinct RCC subtypes. Our data validicate that miRNA expression tends to be down-regulated in RCC versus the normal kidney tissue.
2013-06-18 | GSE48008 | GEO
Project description:In this study we have tried to utilize the unique aspects of the T. ruralis response to desiccation and rehydration to design a strategy to identify rehydrins that are of low abundance and perhaps completely novel to the desiccated or rehydration transcriptomes. We have constructed two Subtractive Suppression Hybridization (SSH) libraries (Diatchenko et al., 1996) that are designed to enrich for differentially expressed low-abundance transcripts contained within gametophytic cells either in the slow-dried state (mRNP sequestrated rehydrin transcripts) or cells that have been rapidly dried, rehydrated and sampled at 2h of hydration (rehydrin and recovery transcripts) when the translational change in gene expression is at its peak (Oliver 1991). To achieve this aim we constructed SSH libraries using PolyA RNA isolated from the polysomal (mRNP) fractions from the slow-dried and 2h rehydrated rapid dried gametophytes selected against PolyA RNA from hydrated control gametophytes as the source for driver cDNA. Collections of cDNA clones from each library were sequenced and used to generate a small T. ruralis SSH cDNA microarray for expression profiling of both total RNA extracts for transcript accumulation assessments and polysomal RNA extracts for transcript sequestration and recruitment assessments.
2009-01-31 | GSE13680 | GEO
Project description:Plecoglossus altivelis altivelis EST (SSH library)
| PRJDB6940 | ENA
Project description:In this study we have tried to utilize the unique aspects of the T. ruralis response to desiccation and rehydration to design a strategy to identify rehydrins that are of low abundance and perhaps completely novel to the desiccated or rehydration transcriptomes. We have constructed two Subtractive Suppression Hybridization (SSH) libraries (Diatchenko et al., 1996) that are designed to enrich for differentially expressed low-abundance transcripts contained within gametophytic cells either in the slow-dried state (mRNP sequestrated rehydrin transcripts) or cells that have been rapidly dried, rehydrated and sampled at 2h of hydration (rehydrin and recovery transcripts) when the translational change in gene expression is at its peak (Oliver 1991). To achieve this aim we constructed SSH libraries using PolyA RNA isolated from the polysomal (mRNP) fractions from the slow-dried and 2h rehydrated rapid dried gametophytes selected against PolyA RNA from hydrated control gametophytes as the source for driver cDNA. Collections of cDNA clones from each library were sequenced and used to generate a small T. ruralis SSH cDNA microarray for expression profiling of both total RNA extracts for transcript accumulation assessments and polysomal RNA extracts for transcript sequestration and recruitment assessments. To assess the expression characteristics of the transcripts represented by the SSH contigs we established a cDNA microarray containing the inserts (PCR derived fragment) from each of the 768 individual SSH ESTs, with the exception of thirteen that failed to generate a PCR fragment. Twelve of the missing thirteen SSH EST cDNAs were replaced with PCR fragments from previously isolated T. ruralis cDNAs four of which, representing the ribosomal proteins S14, S16, L23 and L15 (Wood et al., 2000, Zeng and Wood 2000), were previously reported to be constitutively expressed and were added to serve as normalization genes. The remaining eight clones, Tr155, Tr217, Tr403, Tr416, Tr421 (described by Scott and Oliver, 1994), and TrCDPK (U82087) were added as either positive â??up-regulatedâ?? (Tr155, Tr403, Tr421), negative â??down-regulated (Tr217, Tr416), or neutral (TrCDPK) controls based on previous northern analyses. The cDNAs were printed from two 384 well plates in 12 blocks (two columns of 6) of 24 x 8 spots such that each SSH EST and controls were represented in triplicate. Each of the triplicate cDNAs was separated within the blocks to eliminate possible spatial hybridization bias. All hybridizations were duplicated as dye swaps with two separate RNA preparations, from large populations of individual gametophytes (isolated from a minimum of three separate clumps), serving as the source for the sscDNA Cy3 and Cy5 labeled probes. The RNA preparations for the Total polyA RNA were by necessity separate samples from those used to isolate Polysomal poly A RNA.
2010-05-06 | E-GEOD-13680 | biostudies-arrayexpress
Project description:Suppression subtractive hybridization(SSH) libraries of Schistosoma japanicum female and male worms were constructed by using Clontech PCR-selectTM cDNA subtraction kit. S.japonicum cDNA microarrays were fabricated using female and male cDNA clones originating from SSH libraries. female-associated and Male-associated differentially expressed gene clones were obtained, Analysis of gender-associated differentially expressed genes helps to determine which genes are important to sexual maturation of schistosome and better understand schistosome biology and host-parasite relationship, facilitate the discovery of novel gene products that could represent targets for the development of new drugs and vaccines to control chitosomiasis. Keywords: gender-associated
2012-03-05 | GSE3641 | GEO
Project description:The urea channel Slc14a2 (or UT-A1) mediates vasopressin-regulated urea transport across the inner medullary collecting duct (IMCD). Previously, UT-A1 was found to present in a high molecular weight complex, suggesting UT-A1 is involved in certain protein-protein interactions. The present study sought to identify the proteins that interact with UT-A1 in this complex for a better understanding of how UT-A1 is regulated. Rat IMCD suspensions were treated with or without V2 receptor agonist, dDAVP, followed by in-cell crosslinking using BSOCOES and detergent solubilization. Immunoprecipitation using Dynabeads coated with UT-A1 specific antibody successfully pulled down the UT-A1 proteins. In-gel digestion protocol was carried out to prepare samples for liquid chromatographic mass spectrometry analysis of tryptic peptides using a Velos-Orbitrap mass spectrometer. The peptides passing stringent spectral quality thresholds were quantified (label-free) to identify those with (UTA-1 antibody/preimmune IgG) >4. A total of 128 UT-A1 interacting proteins were identified. Gene Ontology analysis maps the distribution of these proteins throughout major cell compartments: endoplasmic reticulum, Golgi, endosomes, cytosol and plasma membrane. Among them are four protein kinases (Cdc42bpb, Phkb, Camk2d, Mtor) that play roles in vasopressin-regulated phosphorylation of UT-A1. Non-label quantification was also performed to determine the stoichiometry of UT-A3 with UT-A1, the result does not support an oligomeric complex formation of UT-A1/A3. In conclusion, we have provided a refined list of UT-A1 binding proteins which can be useful for further analysis of the vasopressin signaling pathway in regulation of UT-A1 in IMCD.
2019-11-08 | PXD003496 | Pride
Project description:Plant-derived secondary metabolites found in animal feed sources are beneficial for nutrition and health. Cowpea is a protein and phenolic-rich forage used as feed resource in animal system. The objective of this study was to understand the effect of cowpea secondary metabolites on gene expression in cows blood in vitro. Whole blood collected from Holstein Friesian cows (n=5) were treated with 10 ug/ml of cowpea leaf phenolic extract and untreated samples served as control. Total RNA was isolated and pooled together for microarray analysis. The Agilent one color bovine (v2) 4x44KÂ array was used and preliminary gene expression profiles generated using Cy3 labeled cDNA from CPE-stimulated and untreated samples. Gene expression analysis revealed a total of 3170 differentially expressed genes- 1716 up regulated and 1454 down regulated genes respectively. Pathway analysis identified CPE treatment association with innate immune response pathways including Toll-like receptor (TLR) signaling pathway, the Wnt signaling pathway, inflammation response pathway, and increased expression of the transcription factor NFKB1 were observed. Treatment with CPE decreased the expression of proinflammatory cytokines IL1A, IL1B and IL21. Quantitative real time PCR was performed to validate some gene members of the Toll-like receptor, inflammation response and Wnt signaling pathways. In vitro treatment with CPE impacted global gene expression profile in cow blood and results obtained in this study shows the potential immuno-modulatory properties of cowpea feed phenolic in cows. The global gene expression of the effect of cowpea phenolic extract (CPE) was measured in bovine peripheral blood.The experiment involved two groups; cowpea phenolic extract (CPE) treated samples vs untreated control group. Pooled RNA samples from each group was hybridized on Agilent one color bovine (v2) 4x44KÂ microarray slides. Two slides were prepared each with 4 array compartment.
2015-11-21 | E-GEOD-75239 | biostudies-arrayexpress
Project description:Plant-derived secondary metabolites found in animal feed sources are beneficial for nutrition and health. Cowpea is a protein and phenolic-rich forage used as feed resource in animal system. The objective of this study was to understand the effect of cowpea secondary metabolites on gene expression in cows blood in vitro. Whole blood collected from Holstein Friesian cows were treated with 10 ug/ml of cowpea leaf phenolic extract and untreated samples served as control. Total RNA was isolated and pooled together for microarray analysis. The Agilent one color bovine (v2) 4x44K array was used and preliminary gene expression profiles generated using Cy3 labeled cDNA from CPE-stimulated and untreated samples. Gene expression analysis revealed a total of 3170 differentially expressed genes- 1716 up regulated and 1454 down regulated genes respectively. Pathway analysis identified CPE treatment association with innate immune response pathways including Toll-like receptor (TLR) signaling pathway, the Wnt signaling pathway, inflammation response pathway, and increased expression of the transcription factor NFKB1 were observed. Treatment with CPE decreased the expression of proinflammatory cytokines IL1A, IL1B and IL21. Quantitative real time PCR was performed to validate some gene members of the Toll-like receptor, inflammation response and Wnt signaling pathways. In vitro treatment with CPE impacted global gene expression profile in cow blood and results obtained in this study shows the potential immuno-modulatory properties of cowpea feed phenolic in cows.
2015-11-21 | GSE75239 | GEO