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1.
Genetics ; 227(3)2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38775472

ABSTRACT

Despite binding similar cis elements in multiple locations, a single transcription factor (TF) often performs context-dependent functions at different loci. How factors integrate cis sequence and genomic context is still poorly understood and has implications for off-target effects in genetic engineering. The Drosophila context-dependent TF chromatin-linked adaptor for male-specific lethal proteins (CLAMP) targets similar GA-rich cis elements on the X-chromosome and at the histone gene locus but recruits very different, locus-specific factors. We discover that CLAMP leverages information from both cis element and local sequence to perform context-specific functions. Our observations imply the importance of other cues, including protein-protein interactions and the presence of additional cofactors.


Subject(s)
Drosophila Proteins , Transcription Factors , Animals , Drosophila Proteins/genetics , Drosophila Proteins/metabolism , Transcription Factors/metabolism , Transcription Factors/genetics , Drosophila melanogaster/genetics , Drosophila melanogaster/metabolism , X Chromosome/genetics , Male , DNA-Binding Proteins/metabolism , DNA-Binding Proteins/genetics , Histones/metabolism , Histones/genetics , Chromatin/metabolism , Chromatin/genetics
2.
bioRxiv ; 2023 Dec 08.
Article in English | MEDLINE | ID: mdl-38106168

ABSTRACT

Despite binding similar cis elements in multiple locations, a single transcription factor often performs context-dependent functions at different loci. How factors integrate cis sequence and genomic context is still poorly understood and has implications for off-target effects in genetic engineering. The Drosophila context-dependent transcription factor CLAMP targets similar GA-rich cis elements on the X-chromosome and at the histone gene locus but recruits very different, loci-specific factors. We discover that CLAMP leverages information from both cis element and local sequence to perform context-specific functions. Our observations imply the importance of other cues, including protein-protein interactions and the presence of additional cofactors.

3.
J Microbiol Biol Educ ; 24(3)2023 12.
Article in English | MEDLINE | ID: mdl-38107989

ABSTRACT

Research experiences provide diverse benefits for undergraduates. Many academic institutions have adopted course-based undergraduate research experiences (CUREs) to improve student access to research opportunities. However, potential instructors of a CURE might still face financial or practical hurdles that prevent implementation. Bioinformatics research offers an alternative that is free, safe, compatible with remote learning, and may be more accessible for students with disabilities. Here, we describe a bioinformatics CURE that leverages publicly available datasets to discover novel proteins that target an instructor-determined genomic locus of interest. We use the free, user-friendly bioinformatics platform Galaxy to map ChIP-seq datasets to a genome, which removes the computing burden from students. Both faculty and students directly benefit from this CURE, as faculty can perform candidate screens and publish CURE results. Students gain not only basic bioinformatics knowledge, but also transferable skills, including scientific communication, database navigation, and primary literature experience. The CURE is flexible and can be expanded to analyze different types of high-throughput data or to investigate different genomic loci in any species.

4.
BMC Res Notes ; 16(1): 197, 2023 Sep 07.
Article in English | MEDLINE | ID: mdl-37679799

ABSTRACT

OBJECTIVES: Investigating protein-DNA interactions is imperative to understanding fundamental concepts such as cell growth, differentiation, and cell development in many systems. Sequencing techniques such as ChIP-seq can yield genome-wide DNA binding profiles of transcription factors; however this assay can be expensive, time-consuming, may not be informative for repetitive regions of the genome, and depend heavily upon antibody suitability. Combining DNA fluorescence in situ hybridization (FISH) with immunofluorescence (IF) is a quicker and inexpensive approach which has historically been used to investigate protein-DNA interactions in individual nuclei. However, these assays are sometimes incompatible due to the required denaturation step in DNA FISH that can alter protein epitopes, hindering primary antibody binding. Additionally, combining DNA FISH with IF may be challenging for less experienced trainees. Our goal was to develop an alternative technique to investigate protein-DNA interactions by combining RNA FISH with IF. RESULTS: We developed a hybrid RNA FISH-IF protocol for use on Drosophila melanogaster polytene chromosome spreads in order to visualize colocalization of proteins and DNA loci. We demonstrate that this assay is sensitive enough to determine if our protein of interest, Multi sex combs (Mxc), localizes to single-copy target transgenes carrying histone genes. Overall, this study provides an alternative, accessible method for investigating protein-DNA interactions at the single gene level in Drosophila melanogaster polytene chromosomes.


Subject(s)
Drosophila Proteins , Drosophila , Animals , Drosophila melanogaster/genetics , RNA/genetics , Polytene Chromosomes/genetics , In Situ Hybridization, Fluorescence , Fluorescent Antibody Technique , Tumor Suppressor Proteins , Drosophila Proteins/genetics
5.
BMC Genom Data ; 24(1): 54, 2023 09 21.
Article in English | MEDLINE | ID: mdl-37735352

ABSTRACT

BACKGROUND: Cells orchestrate histone biogenesis with strict temporal and quantitative control. To efficiently regulate histone biogenesis, the repetitive Drosophila melanogaster replication-dependent histone genes are arrayed and clustered at a single locus. Regulatory factors concentrate in a nuclear body known as the histone locus body (HLB), which forms around the locus. Historically, HLB factors are largely discovered by chance, and few are known to interact directly with DNA. It is therefore unclear how the histone genes are specifically targeted for unique and coordinated regulation. RESULTS: To expand the list of known HLB factors, we performed a candidate-based screen by mapping 30 publicly available ChIP datasets of 27 unique factors to the Drosophila histone gene array. We identified novel transcription factor candidates, including the Drosophila Hox proteins Ultrabithorax (Ubx), Abdominal-A (Abd-A), and Abdominal-B (Abd-B), suggesting a new pathway for these factors in influencing body plan morphogenesis. Additionally, we identified six other factors that target the histone gene array: JIL-1, hormone-like receptor 78 (Hr78), the long isoform of female sterile homeotic (1) (fs(1)h) as well as the general transcription factors TBP associated factor 1 (TAF-1), Transcription Factor IIB (TFIIB), and Transcription Factor IIF (TFIIF). CONCLUSIONS: Our foundational screen provides several candidates for future studies into factors that may influence histone biogenesis. Further, our study emphasizes the powerful reservoir of publicly available datasets, which can be mined as a primary screening technique.


Subject(s)
Drosophila Proteins , Infertility , Female , Animals , Drosophila , Drosophila melanogaster/genetics , Histones/genetics , Chromatin Assembly and Disassembly/genetics , Computational Biology , Drosophila Proteins/genetics , Transcription Factors/genetics , Homeodomain Proteins/genetics , Protein Serine-Threonine Kinases
6.
bioRxiv ; 2023 Jun 12.
Article in English | MEDLINE | ID: mdl-37398336

ABSTRACT

Objectives: Investigating protein-DNA interactions is imperative to understanding fundamental concepts such as cell growth, differentiation, and cell development in many systems. Sequencing techniques such as ChIP-seq can yield genome-wide DNA binding profiles of transcription factors; however this assay can be expensive, time-consuming, may not be informative for repetitive regions of the genome, and depend heavily upon antibody suitability. Combining DNA fluorescence in situ hybridization (FISH) with immunofluorescence (IF) is a quicker and inexpensive approach which has historically been used to investigate protein-DNA interactions in individual nuclei. However, these assays are sometimes incompatible due to the required denaturation step in DNA FISH that can alter protein epitopes, hindering primary antibody binding. Additionally, combining DNA FISH with IF may be challenging for less experienced trainees. Our goal was to develop an alternative technique to investigate protein-DNA interactions by combining RNA FISH with IF. Results: We developed a hybrid RNA FISH and IF protocol for use on Drosophila melanogaster polytene chromosome spreads in order to visualize colocalization of proteins and DNA loci. We demonstrate that this assay is sensitive enough to determine if our protein of interest, Multi-sex combs (Mxc), localizes to single-copy target transgenes carrying histone genes. Overall, this study provides an alternative, accessible method for investigating protein-DNA interactions at the single gene level in Drosophila melanogaster polytene chromosomes.

7.
bioRxiv ; 2023 Jan 06.
Article in English | MEDLINE | ID: mdl-36711759

ABSTRACT

Cells orchestrate histone biogenesis with strict temporal and quantitative control. To efficiently regulate histone biogenesis, the repetitive Drosophila melanogaster replication-dependent histone genes are arrayed and clustered at a single locus. Regulatory factors concentrate in a nuclear body known as the histone locus body (HLB), which forms around the locus. Historically, HLB factors are largely discovered by chance, and few are known to interact directly with DNA. It is therefore unclear how the histone genes are specifically targeted for unique and coordinated regulation. To expand the list of known HLB factors, we performed a candidate-based screen by mapping 30 publicly available ChIP datasets and 27 factors to the Drosophila histone gene array. We identified novel transcription factor candidates, including the Drosophila Hox proteins Ultrabithorax, Abdominal-A and Abdominal-B, suggesting a new pathway for these factors in influencing body plan morphogenesis. Additionally, we identified six other transcription factors that target the histone gene array: JIL-1, Hr78, the long isoform of fs(1)h as well as the generalized transcription factors TAF-1, TFIIB, and TFIIF. Our foundational screen provides several candidates for future studies into factors that may influence histone biogenesis. Further, our study emphasizes the powerful reservoir of publicly available datasets, which can be mined as a primary screening technique.

8.
bioRxiv ; 2023 Dec 19.
Article in English | MEDLINE | ID: mdl-38187550

ABSTRACT

To ensure that the embryo can package exponentially increasing amounts of DNA, replication-dependent histones are some of the earliest transcribed genes from the zygotic genome. However, how the histone genes are identified is not known. The pioneer factors Zelda and CLAMP collaborate at a subset of genes to regulate zygotic genome activation in Drosophila melanogaster and target early activated genes to induce transcription. CLAMP also regulates the embryonic histone genes and helps establish the histone locus body, a suite of factors that controls histone mRNA biosynthesis. The relationship between Zelda and CLAMP led us to hypothesize that Zelda helps identify histone genes for early embryonic expression. We found that Zelda targets the histone locus early during embryogenesis, prior to histone gene expression. However, depletion of zelda in the early embryo does not affect histone mRNA levels or histone locus body formation. While surprising, these results concur with other investigations into Zelda's role in the early embryo, suggesting the earliest factors responsible for specifying the zygotic histone genes remain undiscovered.

9.
Mol Biol Cell ; 31(14): 1525-1537, 2020 07 01.
Article in English | MEDLINE | ID: mdl-32401666

ABSTRACT

The histone locus body (HLB) assembles at replication-dependent (RD) histone loci and concentrates factors required for RD histone mRNA biosynthesis. The Drosophila melanogaster genome has a single locus comprised of ∼100 copies of a tandemly arrayed 5-kB repeat unit containing one copy of each of the 5 RD histone genes. To determine sequence elements required for D. melanogaster HLB formation and histone gene expression, we used transgenic gene arrays containing 12 copies of the histone repeat unit that functionally complement loss of the ∼200 endogenous RD histone genes. A 12x histone gene array in which all H3-H4 promoters were replaced with H2a-H2b promoters (12xPR) does not form an HLB or express high levels of RD histone mRNA in the presence of the endogenous histone genes. In contrast, this same transgenic array is active in HLB assembly and RD histone gene expression in the absence of the endogenous RD histone genes and rescues the lethality caused by homozygous deletion of the RD histone locus. The HLB formed in the absence of endogenous RD histone genes on the mutant 12x array contains all known factors present in the wild-type HLB including CLAMP, which normally binds to GAGA repeats in the H3-H4 promoter. These data suggest that multiple protein-protein and/or protein-DNA interactions contribute to HLB formation, and that the large number of endogenous RD histone gene copies sequester available factor(s) from attenuated transgenic arrays, thereby preventing HLB formation and gene expression on these arrays.


Subject(s)
Histones/genetics , Histones/metabolism , Animals , Drosophila Proteins/metabolism , Drosophila melanogaster/metabolism , Genome/genetics , Homozygote , Promoter Regions, Genetic/genetics , RNA, Messenger/genetics , Transcription, Genetic/genetics
10.
Trends Genet ; 35(4): 308-315, 2019 04.
Article in English | MEDLINE | ID: mdl-30808531

ABSTRACT

Dosage compensation is the process by which transcript levels of the X chromosome are equalized with those of autosomes. Although diverse mechanisms of dosage compensation have evolved across species, these mechanisms all involve distinguishing the X chromosome from autosomes. Because one chromosome is singled out from other chromosomes for precise regulation, dosage compensation serves as an important model for understanding how specific cis-elements are identified within the highly compacted 3D genome to co-regulate thousands of genes. Recently, multiple genomic approaches have provided key insights into the mechanisms of dosage compensation, extending what we have learned from classical genetic studies. In the future, newer genomic approaches that require little starting material show great promise to provide an understanding of the heterogeneity of dosage compensation between cells and how it functions in nonmodel organisms.


Subject(s)
Dosage Compensation, Genetic , Genetic Variation , Genome , Genomics , Animals , Chromatin/genetics , Chromosomes/genetics , Epigenesis, Genetic , Genomics/methods , High-Throughput Nucleotide Sequencing , Humans , Sequence Analysis, DNA
11.
Genes Dev ; 31(14): 1494-1508, 2017 07 15.
Article in English | MEDLINE | ID: mdl-28838946

ABSTRACT

The conserved histone locus body (HLB) assembles prior to zygotic gene activation early during development and concentrates factors into a nuclear domain of coordinated histone gene regulation. Although HLBs form specifically at replication-dependent histone loci, the cis and trans factors that target HLB components to histone genes remained unknown. Here we report that conserved GA repeat cis elements within the bidirectional histone3-histone4 promoter direct HLB formation in Drosophila In addition, the CLAMP (chromatin-linked adaptor for male-specific lethal [MSL] proteins) zinc finger protein binds these GA repeat motifs, increases chromatin accessibility, enhances histone gene transcription, and promotes HLB formation. We demonstrated previously that CLAMP also promotes the formation of another domain of coordinated gene regulation: the dosage-compensated male X chromosome. Therefore, CLAMP binding to GA repeat motifs promotes the formation of two distinct domains of coordinated gene activation located at different places in the genome.


Subject(s)
DNA-Binding Proteins/metabolism , Drosophila Proteins/metabolism , Gene Expression Regulation, Developmental , Genetic Loci , Histones/genetics , Animals , Base Sequence , Chromatin/metabolism , Conserved Sequence , DNA/chemistry , DNA-Binding Proteins/genetics , Drosophila Proteins/genetics , Drosophila melanogaster/embryology , Drosophila melanogaster/genetics , Drosophila melanogaster/growth & development , Drosophila melanogaster/metabolism , Histones/metabolism , Promoter Regions, Genetic , Repetitive Sequences, Nucleic Acid , Transcription Factors/metabolism
12.
Chromosome Res ; 25(2): 101-113, 2017 06.
Article in English | MEDLINE | ID: mdl-27995349

ABSTRACT

Heterogametic species require chromosome-wide gene regulation to compensate for differences in sex chromosome gene dosage. In Drosophila melanogaster, transcriptional output from the single male X-chromosome is equalized to that of XX females by recruitment of the male-specific lethal (MSL) complex, which increases transcript levels of active genes 2-fold. The MSL complex contains several protein components and two non-coding RNA on the X ( roX) RNAs that are transcriptionally activated by the MSL complex. We previously discovered that targeting of the MSL complex to the X-chromosome is dependent on the chromatin-linked adapter for MSL proteins (CLAMP) zinc finger protein. To better understand CLAMP function, we used the CRISPR/Cas9 genome editing system to generate a frameshift mutation in the clamp gene that eliminates expression of the CLAMP protein. We found that clamp null females die at the third instar larval stage, while almost all clamp null males die at earlier developmental stages. Moreover, we found that in clamp null females roX gene expression is activated, whereas in clamp null males roX gene expression is reduced. Therefore, CLAMP regulates roX abundance in a sex-specific manner. Our results provide new insights into sex-specific gene regulation by an essential transcription factor.


Subject(s)
DNA-Binding Proteins/genetics , Dosage Compensation, Genetic , Drosophila Proteins/genetics , Drosophila Proteins/physiology , Drosophila melanogaster/genetics , Gene Expression Regulation , Nuclear Proteins/physiology , Transcription Factors/genetics , Transcription Factors/physiology , X Chromosome/genetics , Animals , DNA-Binding Proteins/physiology , Female , Male , RNA, Untranslated
13.
BMC Biol ; 13: 1, 2015 Jan 03.
Article in English | MEDLINE | ID: mdl-25555396

ABSTRACT

BACKGROUND: Adenosine-to-inosine RNA editing is a highly conserved process that post-transcriptionally modifies mRNA, generating proteomic diversity, particularly within the nervous system of metazoans. Transcripts encoding proteins involved in neurotransmission predominate as targets of such modifications. Previous reports suggest that RNA editing is responsive to environmental inputs in the form of temperature alterations. However, the molecular determinants underlying temperature-dependent RNA editing responses are not well understood. RESULTS: Using the poikilotherm Drosophila, we show that acute temperature alterations within a normal physiological range result in substantial changes in RNA editing levels. Our examination of particular sites reveals diversity in the patterns with which editing responds to temperature, and these patterns are conserved across five species of Drosophilidae representing over 10 million years of divergence. In addition, we show that expression of the editing enzyme, ADAR (adenosine deaminase acting on RNA), is dramatically decreased at elevated temperatures, partially, but not fully, explaining some target responses to temperature. Interestingly, this reduction in editing enzyme levels at elevated temperature is only partially reversed by a return to lower temperatures. Lastly, we show that engineered structural variants of the most temperature-sensitive editing site, in a sodium channel transcript, perturb thermal responsiveness in RNA editing profile for a particular RNA structure. CONCLUSIONS: Our results suggest that the RNA editing process responds to temperature alterations via two distinct molecular mechanisms: through intrinsic thermo-sensitivity of the RNA structures that direct editing, and due to temperature sensitive expression or stability of the RNA editing enzyme. Environmental cues, in this case temperature, rapidly reprogram the Drosophila transcriptome through RNA editing, presumably resulting in altered proteomic ratios of edited and unedited proteins.


Subject(s)
Drosophila melanogaster/genetics , RNA Editing/genetics , Temperature , Adenosine Deaminase/metabolism , Animals , Conserved Sequence , Drosophila Proteins/metabolism , Models, Molecular , Mutation/genetics , Protein Isoforms/genetics
14.
Trends Genet ; 30(11): 479-81, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25161083

ABSTRACT

Arguably, almost all research in Drosophila can be considered basic research, yet many of the most essential and fundamental concepts of human genetics were first decoded in the fly. Although the fly genome, which is organized into only four chromosomes, is approximately one-twentieth the size of the human genome, it contains roughly the same number of genes, and up to 75% of human disease-related genes have Drosophila homologues [1]. The fly was prized for its simplicity and utility even before such compelling homology with humans was apparent. Since Thomas Hunt Morgan began his seminal experiments over a century ago (Table 1), the Drosophila system has revealed countless key mechanisms by which cells function, including the factors that maintain chromatin and the signaling pathways that control cell fate determination and organism development. More recently, the fly has emerged as a critical neurobiological tool and disease model for a range of genetic disorders. In this review, we present a brief retrospective of Drosophila as an indispensable genetic system and discuss some of the many contributions, past and present, of this facile system to human genetics.


Subject(s)
Biomedical Research/methods , Drosophila melanogaster/genetics , Genetics, Medical/methods , Models, Animal , Nobel Prize , Animals , Biomedical Research/trends , Genetics, Medical/trends , Humans , Neurodegenerative Diseases/genetics , Neurosciences/methods , Neurosciences/trends , Signal Transduction/genetics
15.
Nat Commun ; 4: 2232, 2013.
Article in English | MEDLINE | ID: mdl-23903876

ABSTRACT

The specificity and extent of RNA editing by ADAR enzymes is determined largely by local primary sequence and secondary structural imperfections in duplex RNA. Here we surgically alter conserved cis elements associated with a cluster of ADAR modification sites within the endogenous Drosophila paralytic transcript. In addition to the local requirement for a central imperfect RNA duplex containing the modified adenosines, we demonstrate that a secondary RNA duplex containing splicing signals strongly modulates RNA editing. A subtle non-coding mutation, extending base pairing of this accessory helix, confers significant phenotypic consequences via effects on splicing. Through mutation/counter-mutation, we also uncover and functionally replace a highly conserved intronic long-range tertiary pseudoknot that is absolutely required for deamination of one particular adenosine in the central duplex. Our results demonstrate that complex RNA tertiary structures, which may be difficult to predict computationally, form in vivo and can regulate RNA-editing events.


Subject(s)
Nucleic Acid Conformation , RNA Editing/genetics , Adenosine Deaminase/metabolism , Alleles , Animals , Base Sequence , Conserved Sequence/genetics , Drosophila Proteins/metabolism , Drosophila melanogaster/genetics , Exons/genetics , Female , Genotype , Introns/genetics , Male , Molecular Sequence Data , Mutation/genetics , Phenotype , RNA Splicing/genetics , Sodium Channels/metabolism
16.
Genome Biol ; 13(12): 252, 2012 Dec 28.
Article in English | MEDLINE | ID: mdl-23273215

ABSTRACT

Adenosine to inosine (A-to-I) RNA editing is a post-transcriptional process by which adenosines are selectively converted to inosines in double-stranded RNA (dsRNA) substrates. A highly conserved group of enzymes, the adenosine deaminase acting on RNA (ADAR) family, mediates this reaction. All ADARs share a common domain architecture consisting of a variable number of amino-terminal dsRNA binding domains (dsRBDs) and a carboxy-terminal catalytic deaminase domain. ADAR family members are highly expressed in the metazoan nervous system, where these enzymes predominantly localize to the neuronal nucleus. Once in the nucleus, ADARs participate in the modification of specific adenosines in pre-mRNAs of proteins involved in electrical and chemical neurotransmission, including pre-synaptic release machineries, and voltage- and ligand-gated ion channels. Most RNA editing sites in these nervous system targets result in non-synonymous codon changes in functionally important, usually conserved, residues and RNA editing deficiencies in various model organisms bear out a crucial role for ADARs in nervous system function. Mutation or deletion of ADAR genes results in striking phenotypes, including seizure episodes, extreme uncoordination, and neurodegeneration. Not only does the process of RNA editing alter important nervous system peptides, but ADARs also regulate gene expression through modification of dsRNA substrates that enter the RNA interference (RNAi) pathway and may then act at the chromatin level. Here, we present a review on the current knowledge regarding the ADAR protein family, including evolutionary history, key structural features, localization, function and mechanism.


Subject(s)
Adenosine Deaminase/genetics , Adenosine Deaminase/physiology , Adenosine Deaminase/analysis , Adenosine Deaminase/chemistry , Animals , Evolution, Molecular , Humans , Multigene Family , RNA Editing , RNA Splicing
17.
Semin Cell Dev Biol ; 23(3): 281-8, 2012 May.
Article in English | MEDLINE | ID: mdl-22178616

ABSTRACT

Post-transcriptional modifications such as RNA editing and splicing diversify the proteome while limiting the necessary size of the genome. Although splicing globally rearranges existing information within the transcript, the conserved process of adenosine-to-inosine RNA editing recodes the message through single nucleotide changes, often at very specific locations. Because inosine is interpreted as guanosine by the cellular machineries, editing effectively results in the substitution of a guanosine for an adenosine in the primary RNA sequence. Precise control of editing is dictated by duplex structures in the transcript, formed between the exonic region surrounding the editing site and cis regulatory elements often localized in a nearby intron, suggesting that editing must precede splicing. However, the precise relationship between these post-transcriptional processes remains unclear. Here we present general commonalities of RNA editing substrates and consequential predictions regarding the interaction between editing and splicing. We also discuss anomalies and interesting cases of RNA editing that confound our understanding of the relationship between these post-transcriptional processes.


Subject(s)
Nucleic Acid Conformation , RNA Editing , RNA Splicing/genetics , RNA , Animals , Humans , RNA/chemistry , RNA/genetics , RNA/metabolism
18.
Genomics ; 92(5): 359-65, 2008 Nov.
Article in English | MEDLINE | ID: mdl-18672051

ABSTRACT

The successful use of gene expression microarrays in basic research studies has spawned interest in the use of this technology for clinical trial and population-based studies, but cost, complexity of sample processing and tracking, and limitations of sample throughput have restricted their use for these very large-scale investigations. The Affymetrix GeneChip Plate Array System addresses these concerns and could facilitate larger studies if the data prove to be comparable to industry-standard cartridge arrays. Here we present a comparative evaluation of performance between Affymetrix GeneChip Human 133A cartridge and plate arrays with an emphasis on the assessment of systematic variation and its impact on log ratio data. This study utilized two standardized control RNAs on four independent lots of plate and cartridge arrays. We found that HT plate arrays showed improved specificity and were more reproducible over a wide intensity range, but cartridge arrays exhibit better sensitivity. Not surprisingly, artifactual changes due to positional effects were detectable on plate arrays, but were generally small in number and magnitude and in practice may be removed using standard fold-change and p-value thresholds. Overall, log ratio data between cartridges and plate arrays were remarkably concordant. We conclude that HT arrays offer significant improvements over cartridge arrays for large-scale studies.


Subject(s)
Gene Expression Profiling/instrumentation , Oligonucleotide Array Sequence Analysis/instrumentation , RNA/metabolism , Equipment Design , Humans , RNA/genetics , Reproducibility of Results , Sensitivity and Specificity
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