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Fadri MTM, Lee JB, Keung AJ. Summary of ChIP-Seq Methods and Description of an Optimized ChIP-Seq Protocol. Methods Mol Biol 2024; 2842:419-447. [PMID: 39012609 DOI: 10.1007/978-1-0716-4051-7_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
Chromatin immunoprecipitation (ChIP) is an invaluable method to characterize interactions between proteins and genomic DNA, such as the genomic localization of transcription factors and post-translational modification of histones. DNA and proteins are reversibly and covalently crosslinked using formaldehyde. Then the cells are lysed to release the chromatin. The chromatin is fragmented into smaller sizes either by micrococcal nuclease (MN) or sonication and then purified from other cellular components. The protein-DNA complexes are enriched by immunoprecipitation (IP) with antibodies that target the epitope of interest. The DNA is released from the proteins by heat and protease treatment, followed by degradation of contaminating RNAs with RNase. The resulting DNA is analyzed using various methods, including polymerase chain reaction (PCR), quantitative PCR (qPCR), or sequencing. This protocol outlines each of these steps for both yeast and human cells. This chapter includes a contextual discussion of the combination of ChIP with DNA analysis methods such as ChIP-on-Chip, ChIP-qPCR, and ChIP-Seq, recent updates on ChIP-Seq data analysis pipelines, complementary methods for identification of binding sites of DNA binding proteins, and additional protocol information about ChIP-qPCR and ChIP-Seq.
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Affiliation(s)
- Maria Theresa M Fadri
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA.
| | - Jessica B Lee
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA
| | - Albert J Keung
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, NC, USA.
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2
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Josephson R. Molecular cytogenetics: making it safe for human embryonic stem cells to enter the clinic. Expert Rev Mol Diagn 2014; 7:395-406. [PMID: 17620047 DOI: 10.1586/14737159.7.4.395] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Regenerative therapies based on transplantation of cells derived from human embryonic stem cells (hESC) are currently being prepared for clinical trials. Unfortunately, recent evidence indicates that many kinds of changes can occur to hESC during expansion in culture, and alterations to the growth control mechanisms may be required to establish hESC lines at all. Changes in the genome and epigenome can affect the validity of in vitro and animal studies, and put transplant recipients at increased risk of cancer. New molecular cytogenetic technologies enable us to examine the whole human genome with ever-finer resolution. This review describes several techniques for whole-genome analysis and the information they can provide about hESC lines. Adoption of high-resolution genotyping into routine characterization may prevent highly discouraging clinical outcomes.
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Menegatti E, Berardi D, Messina M, Ferrante I, Giachino O, Spagnolo B, Restagno G, Cognolato L, Roccatello D. Lab-on-a-chip: emerging analytical platforms for immune-mediated diseases. Autoimmun Rev 2012; 12:814-20. [PMID: 23219952 DOI: 10.1016/j.autrev.2012.11.005] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Miniaturization of analytical procedures has a significant impact on diagnostic testing since it provides several advantages such as: reduced sample and reagent consumption, shorter analysis time and less sample handling. Lab-on-a-chip (LoC), usually silicon, glass, or silicon-glass, or polymer disposable cartridges, which are produced using techniques inherited from the microelectronics industry, could perform and integrate the operations needed to carry out biochemical analysis through the mechanical realization of a dedicated instrument. Analytical devices based on miniaturized platforms like LoC may provide an important contribution to the diagnosis of high prevalence and rare diseases. In this paper we review some of the uses of Lab-on-a-chip in the clinical diagnostics of immune-mediated diseases and we provide an overview of how specific applications of these technologies could improve and simplify several complex diagnostic procedures.
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Affiliation(s)
- Elisa Menegatti
- Department of Medicine and Experimental Oncology, Section of Clinical Pathology, University of Turin, Turin, Italy.
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Pastoret S, Ameels H, Bossiroy F, Decreux A, De Longueville F, Thomas A, Desmecht D. Detection of disease resistance and susceptibility alleles in pigs using oligonucleotide microarray hybridization. J Vet Diagn Invest 2012; 24:479-88. [DOI: 10.1177/1040638712442878] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
A multiplex DNA microarray chip aimed at the identification of allelic polymorphisms was developed for simultaneous detection of swine disease resistance genes underlying malignant hyperthermia ( RYR), postweaning diarrhea, edema disease ( FUT1), neonatal diarrhea ( MUC4), and influenza ( MX1). The on-chip detection was performed with fragmented polymerase chain reaction (PCR)–amplified products. Particular emphasis was placed on the reduction of the number of PCR reactions required. The targets were biotin labeled during the PCR reaction, and the arrays were detected using a colorimetric methodology. Target recognition was provided by specific capture probes designed for each susceptible or resistant allelic variant. Sequencing was chosen as the gold standard to assess chip accuracy. All genotypes retrieved from the microarray (476) fit with sequencing data despite the fact that each pig was heterozygote for at least 1 target gene.
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Affiliation(s)
- Soumya Pastoret
- Unité de Recherche en Biologie Cellulaire, Facultés universitaires Notre-Dame de la Paix, Namur, Belgium (Pastoret, Ameels, Bossiroy)
- Service de Pathologie systémique, University of Liège, Liège, Belgium (Decreux, Thomas, Desmecht)
- Eppendorf Array Technology, Namur, Belgium (De Longueville, Remacle)
| | - Hélène Ameels
- Unité de Recherche en Biologie Cellulaire, Facultés universitaires Notre-Dame de la Paix, Namur, Belgium (Pastoret, Ameels, Bossiroy)
- Service de Pathologie systémique, University of Liège, Liège, Belgium (Decreux, Thomas, Desmecht)
- Eppendorf Array Technology, Namur, Belgium (De Longueville, Remacle)
| | - Frédérique Bossiroy
- Unité de Recherche en Biologie Cellulaire, Facultés universitaires Notre-Dame de la Paix, Namur, Belgium (Pastoret, Ameels, Bossiroy)
- Service de Pathologie systémique, University of Liège, Liège, Belgium (Decreux, Thomas, Desmecht)
- Eppendorf Array Technology, Namur, Belgium (De Longueville, Remacle)
| | - Annabelle Decreux
- Unité de Recherche en Biologie Cellulaire, Facultés universitaires Notre-Dame de la Paix, Namur, Belgium (Pastoret, Ameels, Bossiroy)
- Service de Pathologie systémique, University of Liège, Liège, Belgium (Decreux, Thomas, Desmecht)
- Eppendorf Array Technology, Namur, Belgium (De Longueville, Remacle)
| | - Françoise De Longueville
- Unité de Recherche en Biologie Cellulaire, Facultés universitaires Notre-Dame de la Paix, Namur, Belgium (Pastoret, Ameels, Bossiroy)
- Service de Pathologie systémique, University of Liège, Liège, Belgium (Decreux, Thomas, Desmecht)
- Eppendorf Array Technology, Namur, Belgium (De Longueville, Remacle)
| | - Anne Thomas
- Unité de Recherche en Biologie Cellulaire, Facultés universitaires Notre-Dame de la Paix, Namur, Belgium (Pastoret, Ameels, Bossiroy)
- Service de Pathologie systémique, University of Liège, Liège, Belgium (Decreux, Thomas, Desmecht)
- Eppendorf Array Technology, Namur, Belgium (De Longueville, Remacle)
| | - Daniel Desmecht
- Unité de Recherche en Biologie Cellulaire, Facultés universitaires Notre-Dame de la Paix, Namur, Belgium (Pastoret, Ameels, Bossiroy)
- Service de Pathologie systémique, University of Liège, Liège, Belgium (Decreux, Thomas, Desmecht)
- Eppendorf Array Technology, Namur, Belgium (De Longueville, Remacle)
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Sequencing by ligation variation with endonuclease V digestion and deoxyinosine-containing query oligonucleotides. BMC Genomics 2011; 12:598. [PMID: 22151854 PMCID: PMC3273492 DOI: 10.1186/1471-2164-12-598] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2011] [Accepted: 12/12/2011] [Indexed: 11/29/2022] Open
Abstract
Background Sequencing-by-ligation (SBL) is one of several next-generation sequencing methods that has been developed for massive sequencing of DNA immobilized on arrayed beads (or other clonal amplicons). SBL has the advantage of being easy to implement and accessible to all because it can be performed with off-the-shelf reagents. However, SBL has the limitation of very short read lengths. Results To overcome the read length limitation, research groups have developed complex library preparation processes, which can be time-consuming, difficult, and result in low complexity libraries. Herein we describe a variation on traditional SBL protocols that extends the number of sequential bases that can be sequenced by using Endonuclease V to nick a query primer, thus leaving a ligatable end extended into the unknown sequence for further SBL cycles. To demonstrate the protocol, we constructed a known DNA sequence and utilized our SBL variation, cyclic SBL (cSBL), to resequence this region. Using our method, we were able to read thirteen contiguous bases in the 3' - 5' direction. Conclusions Combining this read length with sequencing in the 5' - 3' direction would allow a read length of over twenty bases on a single tage. Implementing mate-paired tags and this SBL variation could enable > 95% coverage of the genome.
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Tobe SS, Linacre A. DNA typing in wildlife crime: recent developments in species identification. Forensic Sci Med Pathol 2010; 6:195-206. [PMID: 20526699 DOI: 10.1007/s12024-010-9168-7] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/13/2010] [Indexed: 11/27/2022]
Abstract
Species identification has become a tool in the investigation of acts of alleged wildlife crimes. This review details the steps required in DNA testing in wildlife crime investigations and highlights recent developments where not only can individual species be identified within a mixture of species but multiple species can be identified simultaneously. 'What species is this?' is a question asked frequently in wildlife crime investigations. Depending on the material being examined, DNA analysis may offer the best opportunity to answer this question. Species testing requires the comparison of the DNA type from the unknown sample to DNA types on a database. The areas of DNA tested are on the mitochondria and include predominantly the cytochrome b gene and the cytochrome oxidase I gene. Standard analysis requires the sequencing of part of one of these genes and comparing the sequence to that held on a repository of DNA sequences such as the GenBank database. Much of the DNA sequence of either of these two genes is conserved with only parts being variable. A recent development is to target areas of those sequences that are specific to a species; this can increase the sensitivity of the test with no loss of specificity. The benefit of targeting species specific sequences is that within a mixture of two of more species, the individual species within the mixture can be identified. This identification would not be possible using standard sequencing. These new developments can lead to a greater number of samples being tested in alleged wildlife crimes.
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Affiliation(s)
- Shanan S Tobe
- Centre for Forensic Science, Strathclyde University, WestCHEM, Glasgow, UK
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7
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Foglieni B, Brisci A, San Biagio F, Di Pietro P, Petralia S, Conoci S, Ferrari M, Cremonesi L. Integrated PCR amplification and detection processes on a Lab-on-Chip platform: a new advanced solution for molecular diagnostics. Clin Chem Lab Med 2010; 48:329-36. [PMID: 20020819 DOI: 10.1515/cclm.2010.063] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
BACKGROUND Several microdevices have been developed to perform only a single step of a genotyping process, such as PCR or detection by probe hybridization. Here, we describe a Lab-on-Chip (LoC) platform integrating a PCR amplification microreactor with a customable microarray for the detection of sequence variations on human genomic DNA. METHODS Preliminary work was focused on developing the single analytical steps including PCR and labeling strategies of the amplified product by conventional reference systems. The optimized protocols included a 1:4 forward:reverse primer ratio for asymmetric PCR, and Cy5-dCTP multiple incorporation for the generation of a labeled PCR product to be hybridized to complementary probes bound to the chip surface. RESULTS Final conditions were applied to the fully integrated LoC platform for the detection of the IVSI-110 G > A mutation in the human beta-globin (HBB) gene associated with beta-thalassemia, used as a model of genetic application, allowing for correct genotyping of 25 samples that were heterozygous, homozygous or wild-type for this mutation. CONCLUSIONS The overall results show that the present platform is very promising for rapid identification of DNA sequence variations in an integrated, cost effective and convenient silicon chip format.
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Affiliation(s)
- Barbara Foglieni
- Genomic Unit for the Diagnosis of Human Pathologies, Center for Genomics, Bioinformatics and Biostatistics, San Raffaele Scientific Institute, Milan, Italy
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8
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Gineikiene E, Stoskus M, Griskevicius L. Recent advances in quantitative chimerism analysis. Expert Rev Mol Diagn 2010; 9:817-32. [PMID: 19895227 DOI: 10.1586/erm.09.66] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Quantitative chimerism analysis is a diagnostic tool used to monitor engraftment kinetics after allogeneic stem cell transplantation. It reflects the proportion of recipient and donor genotypes and is based on the identification of genetic markers characteristic to a given transplant pair. Currently, PCR amplification of short tandem repeats and single-nucleotide polymorphism-specific quantitative real-time PCR are the most widely used techniques for this purpose. In this review, we will address advances as well as technology-specific imperfections, of both techniques that have emerged over the recent years. We will discuss new principles that may simplify assay design, and improve its robustness and reliability. A better chimerism assay could then guide clinical interventions and may, eventually, improve the outcome of allogeneic stem cell transplantation.
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Affiliation(s)
- Egle Gineikiene
- Department of Molecular and Regenerative Medicine, Hematology, Oncology and Transfusion Medicine Center, Vilnius University Hospital Santariskiu Clinics, Santariskiu 2, LT-08661, Vilnius, Lithuania.
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Pettersson E, Ståhl PL, Mahdessian H, Käller M, Lundeberg J, Ahmadian A. Visual DNA as a diagnostic tool. Electrophoresis 2010; 30:3691-5. [PMID: 19862744 DOI: 10.1002/elps.200900273] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
We report on the incorporation of the Visual DNA concept in a genotyping assay as a simple and straightforward detection tool. The principle of trapping streptavidin-coated superparamagnetic beads of micrometer size for visualization of genetic variances is used for PrASE-based detection of a panel of mutations in the severe and common genetic disorder of cystic fibrosis. The method allows a final investigation of genotypes by the naked eye and the output is easily documented using a regular hand-held device with an integrated digital camera. A number of samples were run through the assay, showing rapid and accurate detection using superparamagnetic beads and an off-the-shelf neodymium magnet. The assay emphasizes the power of Visual DNA and demonstrates the potential value of the method in future point-of-care tests.
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Affiliation(s)
- Erik Pettersson
- Division of Gene Technology, AlbaNova University Center, Stockholm, Sweden
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10
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Hallin PF, Stærfeldt HH, Rotenberg E, Binnewies TT, Benham CJ, Ussery DW. GeneWiz browser: An Interactive Tool for Visualizing Sequenced Chromosomes. Stand Genomic Sci 2009; 1:204-15. [PMID: 21304658 PMCID: PMC3035224 DOI: 10.4056/sigs.28177] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
We present an interactive web application for visualizing genomic data of prokaryotic chromosomes. The tool (GeneWiz browser) allows users to carry out various analyses such as mapping alignments of homologous genes to other genomes, mapping of short sequencing reads to a reference chromosome, and calculating DNA properties such as curvature or stacking energy along the chromosome. The GeneWiz browser produces an interactive graphic that enables zooming from a global scale down to single nucleotides, without changing the size of the plot. Its ability to disproportionally zoom provides optimal readability and increased functionality compared to other browsers. The tool allows the user to select the display of various genomic features, color setting and data ranges. Custom numerical data can be added to the plot allowing, for example, visualization of gene expression and regulation data. Further, standard atlases are pre-generated for all prokaryotic genomes available in GenBank, providing a fast overview of all available genomes, including recently deposited genome sequences. The tool is available online from http://www.cbs.dtu.dk/services/gwBrowser. Supplemental material including interactive atlases is available online at http://www.cbs.dtu.dk/services/gwBrowser/suppl/.
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Hallin PF, Stærfeldt HH, Rotenberg E, Binnewies TT, Benham CJ, Ussery DW. GeneWiz browser: An Interactive Tool for Visualizing Sequenced Chromosomes. Stand Genomic Sci 2009. [DOI: 10.4056/sigs.28608] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Peter F. Hallin
- 1Center for Biological Sequence Analysis, Department of Systems Biology, The Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | - Hans-Henrik Stærfeldt
- 1Center for Biological Sequence Analysis, Department of Systems Biology, The Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
| | | | | | - Craig J. Benham
- 4UC Davis Genome Center, University of California, Davis, California, U.S.A
| | - David W. Ussery
- 1Center for Biological Sequence Analysis, Department of Systems Biology, The Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
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12
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Cheng L, Ge Q, Xiao P, Sun B, Ke X, Bai Y, Lu Z. Association study between BDNF gene polymorphisms and autism by three-dimensional gel-based microarray. Int J Mol Sci 2009; 10:2487-2500. [PMID: 19582215 PMCID: PMC2705502 DOI: 10.3390/ijms10062487] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2009] [Revised: 05/22/2009] [Accepted: 05/25/2009] [Indexed: 12/17/2022] Open
Abstract
Single nucleotide polymorphisms (SNPs) are important markers which can be used in association studies searching for susceptible genes of complex diseases. High-throughput methods are needed for SNP genotyping in a large number of samples. In this study, we applied polyacrylamide gel-based microarray combined with dual-color hybridization for association study of four BDNF polymorphisms with autism. All the SNPs in both patients and controls could be analyzed quickly and correctly. Among four SNPs, only C270T polymorphism showed significant differences in the frequency of the allele (χ2 = 7.809, p = 0.005) and genotype (χ2 = 7.800, p = 0.020). In the haplotype association analysis, there was significant difference in global haplotype distribution between the groups (χ2 = 28.19, p = 3.44e-005). We suggest that BDNF has a possible role in the pathogenesis of autism. The study also show that the polyacrylamide gel-based microarray combined with dual-color hybridization is a rapid, simple and high-throughput method for SNPs genotyping, and can be used for association study of susceptible gene with disorders in large samples.
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Affiliation(s)
- Lu Cheng
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing, 210096, China; E-Mails:
(L.C.);
(P.X.);
(B.S.);
(Y.B.)
| | - Qinyu Ge
- Key Laboratory of Child Development and Learning Science, Ministry of Education, Southeast University, Nanjing, 210096, China; E-Mail:
(Q.G.)
| | - Pengfeng Xiao
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing, 210096, China; E-Mails:
(L.C.);
(P.X.);
(B.S.);
(Y.B.)
| | - Beili Sun
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing, 210096, China; E-Mails:
(L.C.);
(P.X.);
(B.S.);
(Y.B.)
| | - Xiaoyan Ke
- Child Mental Health Research Center of Nanjing Brain Hospital affiliated of Nanjing Medical University, Nanjing, 210029, China; E-Mail:
(X.K.)
| | - Yunfei Bai
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing, 210096, China; E-Mails:
(L.C.);
(P.X.);
(B.S.);
(Y.B.)
| | - Zuhong Lu
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing, 210096, China; E-Mails:
(L.C.);
(P.X.);
(B.S.);
(Y.B.)
- Key Laboratory of Child Development and Learning Science, Ministry of Education, Southeast University, Nanjing, 210096, China; E-Mail:
(Q.G.)
- Author to whom correspondence should be addressed; E-Mail:
; Tel. +86-25-83793779; Fax: +86-25-83793779
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Abstract
PURPOSE OF REVIEW The purpose of this article is to review the molecular methods commonly used in medical microbiology as well as to update the clinician as to newer molecular technologies that show promise in the identification of microorganisms as well as evaluation of the presence of virulence factors and antibiotic resistance determinants. RECENT FINDINGS Numerous molecular assays have been developed recently using a variety of technologies. Direct hybridization techniques have allowed analysis of blood culture bottles for organisms such as methicillin-resistant Staphylococcus aureus. Target amplification methods allow postamplification analysis using a variety of technologies depending on the clinical needs for the assay. Postamplification analysis includes methods such as Sanger sequencing, pyrosequencing, reverse hybridization, and Luminex analysis, which are becoming more widely utilized. In the future, whole genome sequencing, mass spectrometry, and microarray analysis may provide a wealth of information that can be used to specifically tailor the treatment of infectious diseases. SUMMARY The implications of current trends in molecular infectious diseases are moving towards high-throughput, simple, array-type technologies that will provide a wealth of data regarding types of organisms present in a sample and the virulence factors/resistance determinants that influence the severity of disease. As a result of these developments, infectious diseases will be more accurately and effectively treated.
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ten Bosch JR, Grody WW. Keeping up with the next generation: massively parallel sequencing in clinical diagnostics. J Mol Diagn 2008; 10:484-92. [PMID: 18832462 DOI: 10.2353/jmoldx.2008.080027] [Citation(s) in RCA: 161] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The speed, accuracy, efficiency, and cost-effectiveness of DNA sequencing have been improving continuously since the initial derivation of the technique in the mid-1970s. With the advent of massively parallel sequencing technologies, DNA sequencing costs have been dramatically reduced. No longer is it unthinkable to sequence hundreds or even thousands of genes in a single individual with a suspected genetic disease or complex disease predisposition. Along with the benefits offered by these technologies come a number of challenges that must be addressed before wide-scale sequencing becomes accepted medical practice. Molecular diagnosticians will need to become comfortable with, and gain confidence in, these new platforms, which are based on radically different technologies compared to the standard DNA sequencers in routine use today. Experience will determine whether these instruments are best applied to sequencing versus resequencing. Perhaps most importantly, along with increasing read lengths inevitably comes increased ascertainment of novel sequence variants of uncertain clinical significance, the postanalytical aspects of which could bog down the entire field. But despite these obstacles, and as a direct result of the promises these sequencing advances present, it will likely not be long before next-generation sequencing begins to make an impact in molecular medicine. In this review, technical issues are discussed, in addition to the practical considerations that will need to be addressed as advances push toward personal genome sequencing.
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Affiliation(s)
- John R ten Bosch
- Departments of Human Genetics, University of California at Los Angeles School of Medicine, Los Angeles, California, USA
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15
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Werner T. Bioinformatics applications for pathway analysis of microarray data. Curr Opin Biotechnol 2008; 19:50-4. [PMID: 18207385 DOI: 10.1016/j.copbio.2007.11.005] [Citation(s) in RCA: 104] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2007] [Accepted: 11/12/2007] [Indexed: 12/11/2022]
Abstract
Changes in transcript levels are assessed by microarray analysis on an individual basis, essentially resulting in long lists of genes that were found to have significantly changed transcript levels. However, in biology these changes do not occur as independent events as such lists suggest, but in a highly coordinated and interdependent manner. Understanding the biological meaning of the observed changes requires elucidating such biological interdependencies. The most common way to achieve this is to project the gene lists onto distinct biological processes often represented in the form of gene-ontology (GO) categories or metabolic and regulatory pathways as derived from literature analysis. This review focuses on different approaches and tools employed for this task, starting form GO-ranking methods, covering pathway mappings, finally converging on biological network analysis. A brief outlook of the application of such approaches to the newest microarray-based technologies (Chromatin-ImmunoPrecipitation, ChIP-on-chip) concludes the review.
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Affiliation(s)
- Thomas Werner
- Genomatix Software GmbH, Bayerstr. 85A, D-80335 München, Germany.
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16
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Marsh S, Phillips MS. Integrating pharmacogenomics into oncology clinical practice. Expert Rev Clin Pharmacol 2008; 1:73-80. [PMID: 24410511 DOI: 10.1586/17512433.1.1.73] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Oncology pharmacogenomics has seen a great deal of progress in the past 10 years. The release of the Human Genome Project data and the availability of fast, affordable genotyping platforms has allowed the field to expand and has provided invaluable data for pharmacogenomics research. The introduction of US FDA-approved targeted therapy (trastuzumab), package insert changes (irinotecan and tamoxifen) and the initiation of a genotype-guided clinical trial for cancer therapy (TYMS TSER in rectal cancer), along with panels of DNA and expression markers (Roche AmpliChip(®) and Oncotype Dx™ panel) are paving the way towards the integration of pharmacogenomics into clinical practice.
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Affiliation(s)
- Sharon Marsh
- Washington University in St Louis, Division of Oncology, 660 South Euclid Ave - Campus Box 8069, St Louis, MO 63110, USA.
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17
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Janitz M. Assigning functions to genes--the main challenge of the post-genomics era. Rev Physiol Biochem Pharmacol 2007; 159:115-29. [PMID: 17846923 DOI: 10.1007/112_2007_0703] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Genome-sequencing projects yield enormous amounts of information that can lead to revolutions in our understanding of life and provide new platforms for the treatment of human diseases. However, DNA sequencing alone does not provide enough information to determine the molecular pathways of an organism in healthy and disease states. A huge number of gene products await functional characterization. Hence, there is a strong demand for technological solutions that help to assign the functions of proteins and genes. This review discusses high-throughput molecular biology methods, which promise to meet the challenges of the post-genomic era.
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Affiliation(s)
- M Janitz
- Max Planck Institute for Molecular Genetics, Fabeckstrasse 60-62, 14195 Berlin, Germany.
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18
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New technologies around biomarkers and their interplay with drug development. Anal Bioanal Chem 2007; 390:141-54. [PMID: 17987283 DOI: 10.1007/s00216-007-1688-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2007] [Revised: 10/07/2007] [Accepted: 10/08/2007] [Indexed: 12/25/2022]
Abstract
What conductors are to their orchestras, biomarkers are to their associated technologies. Building fundamental science, supporting early diagnosis of diseases and following their progression, improving efficacy and safety of treatments, optimizing patient selection and adapting dosing of drugs, helping decide which therapy is most appropriate; these are examples of a few contexts in which biomarkers are key players. Technology development can definitely not escape being associated with these steps. In other words, today's biomarkers are the thermometers of tomorrow's therapies. This review provides an overview of recently established platforms as well as new and upcoming technologies for biomarker development in the context of drug development. The roles as well as the pros and cons of different disciplines such as genetics, genomics, proteomics, metabonomics, and assay development will be discussed.
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Salathia N, Lee HN, Sangster TA, Morneau K, Landry CR, Schellenberg K, Behere AS, Gunderson KL, Cavalieri D, Jander G, Queitsch C. Indel arrays: an affordable alternative for genotyping. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2007; 51:727-37. [PMID: 17645438 DOI: 10.1111/j.1365-313x.2007.03194.x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
Natural variation and induced mutations are important resources for gene discovery and the elucidation of genetic circuits. Mapping such polymorphisms requires rapid and cost-efficient methods for genome-wide genotyping. Here we report the development of a microarray-based method that assesses 240 unique markers in a single hybridization experiment at a cost of less than US$50 in materials per line. Our genotyping array is built with 70-mer oligonucleotide elements representing insertion/deletion (indel) polymorphisms between the Arabidopsis thaliana accessions Columbia-0 (Col) and Landsberg erecta (Ler). These indel polymorphisms are recognized with great precision by comparative genomic hybridization, eliminating the need for array replicates and complex statistical analysis. Markers are present genome-wide, with an average spacing of approximately 500 kb. PCR primer information is provided for all array indels, allowing rapid single-locus inquiries. Multi-well chips allow groups of 16 lines to be genotyped in a single experiment. We demonstrate the utility of the array for accurately mapping recessive mutations, RIL populations and mixed genetic backgrounds from accessions other than Col and Ler. Given the ease of use of shotgun sequencing to generate partial genomic sequences of unsequenced species, this approach is readily transferable to non-model organisms.
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Affiliation(s)
- Neeraj Salathia
- FAS Center for Systems Biology, Harvard University, Cambridge, MA 02138, USA
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Skotheim RI, Nees M. Alternative splicing in cancer: Noise, functional, or systematic? Int J Biochem Cell Biol 2007; 39:1432-49. [PMID: 17416541 DOI: 10.1016/j.biocel.2007.02.016] [Citation(s) in RCA: 157] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2006] [Revised: 02/13/2007] [Accepted: 02/22/2007] [Indexed: 12/22/2022]
Abstract
Pre-messenger RNA splicing is a fine-tuned process that generates multiple functional variants from individual genes. Various cell types and developmental stages regulate alternative splicing patterns differently in their generation of specific gene functions. In cancers, splicing is significantly altered, and understanding the underlying mechanisms and patterns in cancer will shed new light onto cancer biology. Cancer-specific transcript variants are promising biomarkers and targets for diagnostic, prognostic, and treatment purposes. In this review, we explore how alternative splicing cannot simply be considered as noise or an innocent bystander, but is actively regulated or deregulated in cancers. A special focus will be on aspects of cell biology and biochemistry of alternative splicing in cancer cells, addressing differences in splicing mechanisms between normal and malignant cells. The systems biology of splicing is only now applied to the field of cancer research. We explore functional annotations for some of the most intensely spliced gene classes, and provide a literature mining and clustering that reflects the most intensely investigated genes. A few well-established cancer-specific splice events, such as the CD44 antigen, are used to illustrate the potential behind the exploration of the mechanisms of their regulation. Accordingly, we describe the functional connection between the regulatory machinery (i.e., the spliceosome and its accessory proteins) and their global impact on qualitative transcript variation that are only now emerging from the use of genomic technologies such as microarrays. These studies are expected to open an entirely new level of genetic information that is currently still poorly understood.
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Affiliation(s)
- Rolf I Skotheim
- Department of Cancer Prevention, Institute for Cancer Research, Rikshospitalet-Radiumhospitalet Medical Center, Oslo, Norway
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