1
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Borgström E, Redin D, Lundin S, Berglund E, Andersson AF, Ahmadian A. Phasing of single DNA molecules by massively parallel barcoding. Nat Commun 2015; 6:7173. [PMID: 26055759 PMCID: PMC4468844 DOI: 10.1038/ncomms8173] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2014] [Accepted: 04/14/2015] [Indexed: 02/06/2023] Open
Abstract
High-throughput sequencing platforms mainly produce short-read data, resulting in a loss of phasing information for many of the genetic variants analysed. For certain applications, it is vital to know which variant alleles are connected to each individual DNA molecule. Here we demonstrate a method for massively parallel barcoding and phasing of single DNA molecules. First, a primer library with millions of uniquely barcoded beads is generated. When compartmentalized with single DNA molecules, the beads can be used to amplify and tag any target sequences of interest, enabling coupling of the biological information from multiple loci. We apply the assay to bacterial 16S sequencing and up to 94% of the hypothesized phasing events are shown to originate from single molecules. The method enables use of widely available short-read-sequencing platforms to study long single molecules within a complex sample, without losing phase information.
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Affiliation(s)
- Erik Borgström
- Science for Life Laboratory, Division of Gene Technology, School of Biotechnology, Royal Institute of Technology (KTH), SE-171 65 Solna, Sweden
| | - David Redin
- Science for Life Laboratory, Division of Gene Technology, School of Biotechnology, Royal Institute of Technology (KTH), SE-171 65 Solna, Sweden
| | - Sverker Lundin
- Science for Life Laboratory, Division of Gene Technology, School of Biotechnology, Royal Institute of Technology (KTH), SE-171 65 Solna, Sweden
| | - Emelie Berglund
- Science for Life Laboratory, Division of Gene Technology, School of Biotechnology, Royal Institute of Technology (KTH), SE-171 65 Solna, Sweden
| | - Anders F Andersson
- Science for Life Laboratory, Division of Gene Technology, School of Biotechnology, Royal Institute of Technology (KTH), SE-171 65 Solna, Sweden
| | - Afshin Ahmadian
- Science for Life Laboratory, Division of Gene Technology, School of Biotechnology, Royal Institute of Technology (KTH), SE-171 65 Solna, Sweden
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2
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Abstract
Over the last few years, several initiatives have described efforts to combine previously invented techniques in molecular biology with parallel detection principles to sequence or genotype DNA signatures. The Infinium system from Illumina and the Affymetrix GeneChips are two systems suitable for whole-genome scoring of variable positions. However, directed candidate-gene approaches are more cost effective and several academic groups and the private sector provide techniques with moderate typing throughput combined with large sample capacity suiting these needs. Recently, whole-genome sequencing platforms based on the sequencing-by-synthesis principle were presented by 454 Life Sciences and Solexa, showing great potential as alternatives to conventional genotyping approaches. In addition to these sequencing initiatives, many efforts are pursuing novel ideas to facilitate fast and cost-effective whole genome sequencing, such as ligation-based sequencing. Reliable methods for routine re-sequencing of human genomes as a tool for personalized medicine, however, remain to be developed.
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Affiliation(s)
- Max Käller
- AlbaNova University Center, School of Biotechnology, Department of Gene Technology, Royal Institute of Technology, Roslagstullsbacken 21, SE-106 91 Stockholm, Sweden.
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3
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Akhras MS, Pettersson E, Diamond L, Unemo M, Okamoto J, Davis RW, Pourmand N. The Sequencing Bead Array (SBA), a next-generation digital suspension array. PLoS One 2013; 8:e76696. [PMID: 24116138 PMCID: PMC3792038 DOI: 10.1371/journal.pone.0076696] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2013] [Accepted: 08/24/2013] [Indexed: 01/26/2023] Open
Abstract
Here we describe the novel Sequencing Bead Array (SBA), a complete assay for molecular diagnostics and typing applications. SBA is a digital suspension array using Next-Generation Sequencing (NGS), to replace conventional optical readout platforms. The technology allows for reducing the number of instruments required in a laboratory setting, where the same NGS instrument could be employed from whole-genome and targeted sequencing to SBA broad-range biomarker detection and genotyping. As proof-of-concept, a model assay was designed that could distinguish ten Human Papillomavirus (HPV) genotypes associated with cervical cancer progression. SBA was used to genotype 20 cervical tumor samples and, when compared with amplicon pyrosequencing, was able to detect two additional co-infections due to increased sensitivity. We also introduce in-house software Sphix, enabling easy accessibility and interpretation of results. The technology offers a multi-parallel, rapid, robust, and scalable system that is readily adaptable for a multitude of microarray diagnostic and typing applications, e.g. genetic signatures, single nucleotide polymorphisms (SNPs), structural variations, and immunoassays. SBA has the potential to dramatically change the way we perform probe-based applications, and allow for a smooth transition towards the technology offered by genomic sequencing.
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Affiliation(s)
- Michael S. Akhras
- Stanford Genome Technology Center, Stanford University, Palo Alto, California, United States of America
| | - Erik Pettersson
- Stanford Genome Technology Center, Stanford University, Palo Alto, California, United States of America
| | - Lisa Diamond
- Stanford Genome Technology Center, Stanford University, Palo Alto, California, United States of America
| | - Magnus Unemo
- World Health Organization Collaborating Centre for Gonorrhoea and other Sexually Transmitted Infections, Swedish Reference Laboratory for Pathogenic Neisseria, Department of Laboratory Medicine, Microbiology, Örebro University Hospital, Örebro, Sweden
| | - Jennifer Okamoto
- Department of Bioengineering, Stanford University, Stanford, California, United States of America
- Howard Hughes Medical Institute, Stanford University, Stanford, California, United States of America
| | - Ronald W. Davis
- Stanford Genome Technology Center, Stanford University, Palo Alto, California, United States of America
| | - Nader Pourmand
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, California, United States of America
- * E-mail:
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4
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Abstract
In this work we present a targeted gene expression strategy employing trinucleotide threading (TnT) amplification and massive parallel sequencing. We have previously shown that TnT combined with array readout accurately monitors expression levels. However, with this detection strategy spurious products go undetected. Accordingly, we adapted the TnT protocol to massive parallel sequencing to acquire an unbiased view of the entire TnT-generated product population. In this manner we investigated the identity of undesired products, their extent at different oligonucleotide:RNA ratios and their effect on the expression levels. We demonstrate that TnT gene expression profiling with massive sequencing readout renders reliable expression data from as low as 3.5 ng of total RNA. Moreover, using 350 ng of total RNA results in only 0.7% to 1.1% undesired products. When lowering the amount of input material, the undesired product fraction increases but this does not influence the expression profiles.
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5
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Guichoux E, Lagache L, Wagner S, Chaumeil P, Léger P, Lepais O, Lepoittevin C, Malausa T, Revardel E, Salin F, Petit RJ. Current trends in microsatellite genotyping. Mol Ecol Resour 2011; 11:591-611. [PMID: 21565126 DOI: 10.1111/j.1755-0998.2011.03014.x] [Citation(s) in RCA: 435] [Impact Index Per Article: 33.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Microsatellites have been popular molecular markers ever since their advent in the late eighties. Despite growing competition from new genotyping and sequencing techniques, the use of these versatile and cost-effective markers continues to increase, boosted by successive technical advances. First, methods for multiplexing PCR have considerably improved over the last years, thereby decreasing genotyping costs and increasing throughput. Second, next-generation sequencing technologies allow the identification of large numbers of microsatellite loci at reduced cost in non-model species. As a consequence, more stringent selection of loci is possible, thereby further enhancing multiplex quality and efficiency. However, current practices are lagging behind. By surveying recently published population genetic studies relying on simple sequence repeats, we show that more than half of the studies lack appropriate quality controls and do not make use of multiplex PCR. To make the most of the latest technical developments, we outline the need for a well-established strategy including standardized high-throughput bench protocols and specific bioinformatic tools, from primer design to allele calling.
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Affiliation(s)
- E Guichoux
- INRA, UMR 1202 Biodiversity Genes & Communities, F-33610 Cestas, France
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6
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Neiman M, Lundin S, Savolainen P, Ahmadian A. Decoding a substantial set of samples in parallel by massive sequencing. PLoS One 2011; 6:e17785. [PMID: 21408018 PMCID: PMC3052374 DOI: 10.1371/journal.pone.0017785] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2010] [Accepted: 02/14/2011] [Indexed: 11/19/2022] Open
Abstract
There has been a dramatic increase of throughput of sequenced bases in the last years but sequencing a multitude of samples in parallel has not yet developed equally. Here we present a novel strategy where the combination of two tags is used to link sequencing reads back to their origins from a pool of samples. By incorporating the tags in two steps sample-handling complexity is lowered by nearly 100 times compared to conventional indexing protocols. In addition, the method described here enables accurate identification and typing of thousands of samples in parallel. In this study the system was designed to test 4992 samples using only 122 tags. To prove the concept of the two-tagging method, the highly polymorphic 2nd exon of DLA-DRB1 in dogs and wolves was sequenced using the 454 GS FLX Titanium Chemistry. By requiring a minimum sequence depth of 20 reads per sample, 94% of the successfully amplified samples were genotyped. In addition, the method allowed digital detection of chimeric fragments. These results demonstrate that it is possible to sequence thousands of samples in parallel without complex pooling patterns or primer combinations. Furthermore, the method is highly scalable as only a limited number of additional tags leads to substantial increase of the sample size.
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Affiliation(s)
- Mårten Neiman
- Science for Life Laboratory, Department of Gene Technology, School of Biotechnology, Royal Institute of Technology (KTH), Solna, Sweden
| | - Sverker Lundin
- Science for Life Laboratory, Department of Gene Technology, School of Biotechnology, Royal Institute of Technology (KTH), Solna, Sweden
| | - Peter Savolainen
- Science for Life Laboratory, Department of Gene Technology, School of Biotechnology, Royal Institute of Technology (KTH), Solna, Sweden
| | - Afshin Ahmadian
- Science for Life Laboratory, Department of Gene Technology, School of Biotechnology, Royal Institute of Technology (KTH), Solna, Sweden
- * E-mail:
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7
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Tariq MA, Pourmand N. Template tailoring: Accurate determination of heterozygous alleles using peptide nucleic acid and dideoxyNTP. Electrophoresis 2010; 31:1322-9. [PMID: 20408144 DOI: 10.1002/elps.200900631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Measurement of the length of DNA fragments plays a pivotal role in genetic mapping, disease diagnostics, human identification and forensic applications. PCR followed by electrophoresis is used for DNA length measurement of STRs, a process that requires labeled primers and allelic ladders as standards to avoid machine error. Sequencing-based approaches can be used for STR analysis to eliminate the requirement of labeled primers and allelic ladder. However, the limiting factor with this approach is unsynchronized polymerization in heterozygous sample analysis, in which alleles with different lengths can lead to imbalanced heterozygote peak height ratios. We have developed a rapid DNA length measurement method using peptide nucleic acid and dideoxy dNTPs to "tailor" DNA templates for accurate sequencing to overcome this hurdle. We also devised an accelerated "dyad" pyrosequencing strategy, such that the combined approach can be used as a faster, more accurate alternative to de novo sequencing. Dyad sequencing interrogates two bases at a time by allowing the polymerase to incorporate two nucleotides to DNA template, cutting the analysis time in half. In addition, for the first time, we show the effect of peptide nucleic acid as a blocking probe to stop polymerization, which is essential to analyze the heterozygous samples by sequencing. This approach provides a new platform for rapid and cost-effective DNA length measurement for STRs and resequencing of small DNA fragments.
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Affiliation(s)
- Muhammad Akram Tariq
- Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA, USA
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8
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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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Lindström S, Hammond M, Brismar H, Andersson-Svahn H, Ahmadian A. PCR amplification and genetic analysis in a microwell cell culturing chip. LAB ON A CHIP 2009; 9:3465-71. [PMID: 20024024 DOI: 10.1039/b912596e] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
We have previously described a microwell chip designed for high throughput, long-term single-cell culturing and clonal analysis in individual wells providing a controlled way of studying high numbers of individual adherent or non-adherent cells. Here we present a method for the genetic analysis of cells cultured on-chip by PCR and minisequencing, demonstrated using two human adherent cell lines: one wild type and one with a single-base mutation in the p53 gene. Five wild type or mutated cells were seeded per well (in a defined set of wells, each holding 500 nL of culture medium) in a 672-microwell chip. The cell chip was incubated overnight, or cultured for up to five days, depending on the desired colony size, after which the cells were lysed and subjected to PCR directly in the wells. PCR products were detected, in the wells, using a biotinylated primer and a fluorescently labelled primer, allowing the products to be captured on streptavidin-coated magnetic beads and detected by a fluorescence microscope. In addition, to enable genetic analysis by minisequencing, the double-stranded PCR products were denatured and the immobilized strands were kept in the wells by applying a magnetic field from the bottom of the wells while the wells were washed, a minisequencing reaction mixture was added, and after incubation in appropriate conditions the expected genotypes were detected in the investigated microwells, simultaneously, by an array scanner. We anticipate that the technique could be used in mutation frequency screening, providing the ability to correlate cells' proliferative heterogeneity to their genetic heterogeneity, in hundreds of samples simultaneously. The presented method of single-cell culture and DNA amplification thus offers a potentially powerful alternative to single-cell PCR, with advantageous robustness and sensitivity.
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Affiliation(s)
- Sara Lindström
- Division of Nanobiotechnology, School of Biotechnology, AlbaNova University Center, Royal Institute of Technology, SE-106 91 Stockholm, Sweden
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10
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Abstract
The majority of studies employing short tandem repeats (STRs) require investigation of several of these genetic markers. As such, we demonstrate the feasibility of the trinucleotide threading (TnT) approach for scalable analysis of STRs. The TnT method represents a parallel amplification alternative that addresses the obstacles associated with multiplex PCR. In this study, analysis of the STR fragments was performed with capillary gel electrophoresis; however, it should be possible to combine our approach with the massive 454 sequencing platform to considerably increase the number of targeted STRs.
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11
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Suri F, Kalhor R, Zargar SJ, Nilforooshan N, Yazdani S, Nezari H, Paylakhi SH, Narooie-Nejhad M, Bayat B, Sedaghati T, Ahmadian A, Elahi E. Screening of common CYP1B1 mutations in Iranian POAG patients using a microarray-based PrASE protocol. Mol Vis 2008; 14:2349-56. [PMID: 19096718 PMCID: PMC2603445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2008] [Accepted: 12/04/2008] [Indexed: 11/23/2022] Open
Abstract
PURPOSE The gene coding cytochrome P4501B1 (CYP1B1) has been shown to be a major cause of primary congenital glaucoma in the Iranian population. More recently it was shown to also be important in juvenile-onset open angle glaucoma (JOAG). We aimed to further investigate the role of CYP1B1 in a larger cohort of primary open angle glaucoma (POAG) patients which included late-onset patients. We also aimed to set up a microarray based protocol for mutation screening with an intent of using the protocol in a future population level screening program. METHODS Sixty three POAG patients, nine affected family members, and thirty three previously genotyped primary congenital glaucoma (PCG) patients were included in the study. Clinical examination included slit lamp biomicroscopy, IOP measurement, gonioscopic evaluation, fundus examination, and measurement of perimetry. G61E, R368H, R390H, and R469W were screened by a protocol that included multiplexed allele specific amplification in the presence of a protease (PrASE), use of sequence tagged primers, and hybridization to generic arrays on microarray slides. The entire coding sequences of CYP1B1 and myocilin (MYOC) genes were sequenced in all individuals assessed by the microarray assay to carry a mutation. Intragenic single nucleotide polymorphism (SNP) haplotpes were determined for mutated alleles. RESULTS Genotypes assessed by the array-based PrASE methodology were in 100% concordance with sequencing results. Seven mutation carrying POAG patients (11.1%) were identified, and their distribution was quite skewed between the juvenile-onset individuals (5/21) as compared to late-onset cases (2/42). Four of the seven mutation carrying Iranian patients harbored two mutated alleles. CYP1B1 mutated alleles in Iranian PCG and POAG patients shared common haplotypes. MYOC mutations were not observed in any of the patients. CONCLUSIONS The PrASE approach allowed reliable simultaneous genotyping of many individuals. It can be an appropriate tool for screening common mutations in large sample sizes. The results suggest that CYP1B1 is implicated in POAG among Iranians, notably in the juvenile-onset form. Contrary to POAG patients studied in other populations, many mutation harboring Iranian patients carry two mutated alleles. We propose an explanation for this observation.
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Affiliation(s)
- Fatemeh Suri
- School of Biology, University College of Science, University of Tehran, Tehran, Iran
| | - Reza Kalhor
- Department of Biotechnology, University of Tehran, Tehran, Iran
| | - Seyed Jalal Zargar
- School of Biology, University College of Science, University of Tehran, Tehran, Iran
| | - Navid Nilforooshan
- Department of Ophthalmology, Iran University of Medical Sciences, Hazrat Rasool Hospital, Tehran, Iran
| | - Shahin Yazdani
- Ophthalmic Research Center, Shaheed Beheshti University of Medical Sciences, Tehran, Iran
| | - Hossein Nezari
- School of Biology, University College of Science, University of Tehran, Tehran, Iran
| | - Seyed Hassan Paylakhi
- Department of Genetics, Faculty of Basic Science, Tarbiat Modares University, Tehran, Iran
| | | | - Behnaz Bayat
- National Institute of Genetic Engineering and Biotechnology, Tehran, Iran
| | | | - Afshin Ahmadian
- Department of Biotechnology, Royal Institute of Technology, Stockholm, Sweden
| | - Elahe Elahi
- School of Biology, University College of Science, University of Tehran, Tehran, Iran,Bioinformatics Center, Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran,Center of Excellence in Biomathematics, School of Mathematics, Statistics and Computer Science, University of Tehran, Tehran, Iran
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12
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Pettersson E, Zajac P, Ståhl PL, Jacobsson JA, Fredriksson R, Marcus C, Schiöth HB, Lundeberg J, Ahmadian A. Allelotyping by massively parallel pyrosequencing of SNP-carrying trinucleotide threads. Hum Mutat 2008; 29:323-9. [PMID: 17994569 DOI: 10.1002/humu.20655] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Here we present an approach for allelotyping combining the multiplexing features of the trinucleotide threading (TnT) method with pooling of genomic DNA and massively parallel pyrosequencing, enabling reliable allele frequency estimation in large cohorts. The approach offers several benefits as compared to array-based methods and allows undertaking highly complex studies without compromising accuracy, while keeping the workload to a minimum. This proof-of-concept study involves formation of trinucleotide threads, targeting a total of 147 single-nucleotide polymorphisms (SNPs) related to obesity and cancer, for multiplex amplification and allele extraction from a pool of 462 genomes, followed by massively parallel pyrosequencing. Approximately 177k reads were approved, identified, and assigned to SNP-carrying threads rendering representative allele frequencies in the cohort.
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Affiliation(s)
- Erik Pettersson
- Department of Gene Technology, Royal Institute of Technology (Kungliga Tekniska Högskolan, KTH), AlbaNova University Center, Stockholm, Sweden
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13
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Zajac P, Pettersson E, Gry M, Lundeberg J, Ahmadian A. Expression profiling of signature gene sets with trinucleotide threading. Genomics 2007; 91:209-17. [PMID: 18061398 DOI: 10.1016/j.ygeno.2007.10.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2007] [Revised: 10/02/2007] [Accepted: 10/14/2007] [Indexed: 11/18/2022]
Abstract
In recent years, studies have shown that expression profiling of carefully chosen intermediary gene sets, comprising approximately 10 to 100 genes, can convey the most relevant information compared to much more complex whole-genome studies. In this paper, we present a novel method suitable for expression profiling of moderate gene sets in a large number of samples. The assay implements the parallel amplification features of the trinucleotide threading technique (TnT), which encompasses linear transcript-based DNA thread formation in conjunction with exponential multiplexed thread amplification. The amplifications bestow the method with high sensitivity. The TnT procedure together with thread detection, relying on thread-specific primer extension followed by hybridization to universal tag arrays, allows for three distinction levels, thus offering high specificity. Additionally, the assay is easily automated and flexible. A gene set, comprising 18 protein epitope signature tags from the Swedish Human Protein Atlas program, was analyzed with the TnT-based approach and the data were compared with those generated by both real-time PCR and genome-wide cDNA arrays, with the highest correlation observed between TnT and real-time PCR. Taken together, expression profiling with trinucleotide threading represents a reliable approach for studies of intermediary gene sets.
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Affiliation(s)
- Pawel Zajac
- Department of Gene Technology, School of Biotechnology, Royal Institute of Technology (KTH), AlbaNova University Center, SE-106 91 Stockholm, Sweden
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14
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Pourmand N, Caramuta S, Villablanca A, Mori S, Karhanek M, Wang SX, Davis RW. Branch migration displacement assay with automated heuristic analysis for discrete DNA length measurement using DNA microarrays. Proc Natl Acad Sci U S A 2007; 104:6146-51. [PMID: 17389407 PMCID: PMC1838402 DOI: 10.1073/pnas.0700921104] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The analysis of short tandem repeats (STRs) plays an important role in forensic science, human identification, genetic mapping, and disease diagnostics. Traditional STR analysis utilizes gel- or column-based approaches to analyze DNA repeats. Individual STR alleles are separated and distinguished according to fragment length; thus the assay is generally hampered by its low multiplex capacity. However, use of DNA microarray would employ a simple hybridization and detection for field forensics and biology. Here we demonstrate a rapid, highly sensitive method for STR analysis that utilizes DNA microarray technology. We describe two adaptations to accomplish this: the use of competitive hybridization to remove unpaired ssDNA from an array and the use of neural network classification to automate the analysis. The competitive displacement technique mimics the branch migration process that occurs during DNA recombination. Our technique will facilitate the rapid deduction of identity, length, and number of repeats for the multiple STRs in an unknown DNA sample.
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Affiliation(s)
- Nader Pourmand
- *Stanford Genome Technology Center, 855 California Avenue, Palo Alto, CA 94304; and
- To whom correspondence may be addressed. E-mail: or
| | - Stefano Caramuta
- *Stanford Genome Technology Center, 855 California Avenue, Palo Alto, CA 94304; and
| | - Andrea Villablanca
- *Stanford Genome Technology Center, 855 California Avenue, Palo Alto, CA 94304; and
| | - Silvia Mori
- *Stanford Genome Technology Center, 855 California Avenue, Palo Alto, CA 94304; and
| | - Miloslav Karhanek
- *Stanford Genome Technology Center, 855 California Avenue, Palo Alto, CA 94304; and
| | - Shan X. Wang
- Department of Materials Science and Engineering and Department of Electrical Engineering, Stanford University, Stanford, CA 94305-4045
| | - Ronald W. Davis
- *Stanford Genome Technology Center, 855 California Avenue, Palo Alto, CA 94304; and
- To whom correspondence may be addressed. E-mail: or
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15
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Akhras MS, Thiyagarajan S, Villablanca AC, Davis RW, Nyrén P, Pourmand N. PathogenMip assay: a multiplex pathogen detection assay. PLoS One 2007; 2:e223. [PMID: 17311101 PMCID: PMC1794193 DOI: 10.1371/journal.pone.0000223] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2006] [Accepted: 01/26/2007] [Indexed: 01/15/2023] Open
Abstract
The Molecular Inversion Probe (MIP) assay has been previously applied to a large-scale human SNP detection. Here we describe the PathogenMip Assay, a complete protocol for probe production and applied approaches to pathogen detection. We have demonstrated the utility of this assay with an initial set of 24 probes targeting the most clinically relevant HPV genotypes associated with cervical cancer progression. Probe construction was based on a novel, cost-effective, ligase-based protocol. The assay was validated by performing pyrosequencing and Microarray chip detection in parallel experiments. HPV plasmids were used to validate sensitivity and selectivity of the assay. In addition, 20 genomic DNA extracts from primary tumors were genotyped with the PathogenMip Assay results and were in 100% agreement with conventional sequencing using an L1-based HPV genotyping protocol. The PathogenMip Assay is a widely accessible protocol for producing and using highly discriminating probes, with experimentally validated results in pathogen genotyping, which could potentially be applied to the detection and characterization of any microbe.
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Affiliation(s)
- Michael S. Akhras
- Stanford Genome Technology Center, Stanford University, Palo Alto, California, United States of America
- Department of Biotechnology, Royal Institute of Technology, Stockholm, Sweden
| | - Sreedevi Thiyagarajan
- Stanford Genome Technology Center, Stanford University, Palo Alto, California, United States of America
| | - Andrea C. Villablanca
- Stanford Genome Technology Center, Stanford University, Palo Alto, California, United States of America
| | - Ronald W. Davis
- Stanford Genome Technology Center, Stanford University, Palo Alto, California, United States of America
| | - Pål Nyrén
- Department of Biotechnology, Royal Institute of Technology, Stockholm, Sweden
| | - Nader Pourmand
- Stanford Genome Technology Center, Stanford University, Palo Alto, California, United States of America
- * To whom correspondence should be addressed. E-mail:
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16
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Galluzzi L, Magnani M, Saunders N, Harms C, Bruce IJ. Current molecular techniques for the detection of microbial pathogens. Sci Prog 2007; 90:29-50. [PMID: 17455764 PMCID: PMC10361161 DOI: 10.3184/003685007780440521] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Traditionally the detection of microbial pathogens in clinical, environmental or food samples has commonly needed the prelevation of cells by culture before the application ofthe detection strategy. This is done to increase cell number thereby overcoming problems associated with the sensitivity of classical detection strategies. However, culture-based methods have the disadvantages of taking longer, usually are more complex and require skilled personnel as well as not being able to detect viable but non cultivable microbial species. A number of molecular methods have been developed in the last 10 to 15 years to overcome these issues and to facilitate the rapid, accurate, sensitive and cost effective identification and enumeration of microorganisms which are designed to replace and/or support classical approaches to microbial detection. Amongst these new methods, ones based on the polymerase chain reaction and nucleic acid hybridization have been shown to be particularly suitable for this purpose. This review generally summarizes some of the current and emerging nucleic acid based molecular approaches for the detection, discrimination andquantification ofmicrobes in environmental, food and clinical samples and includes reference to the recently developing areas of microfluidics and nanotechnology "Lab-on-a-chip".
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Affiliation(s)
- Luca Galluzzi
- lstituto di Chimica Biologica ‘G. Fornaini’, Università degli Studi “Carlo Bo”, Via Saffi, 2, 61029 Urbino, Italy
| | - Mauro Magnani
- lstituto di Chimica Biologica ‘G. Fornaini’, Università degli Studi “Carlo Bo”, Via Saffi, 2, 61029 Urbino, Italy
| | - Nick Saunders
- Centre for Infections, HPA (Colindale), 61 Colindale Avenue, London, NW9 5HT, UK
| | - Carsten Harms
- University of Applied Science Bremerhaven, Faculty I, An der Karlstadt 8 – 27568 Bremerhaven, Germany
| | - Ian James Bruce
- Department of Biosciences, University of Kent, Canterbury, Kent, CT2 7NJ, UK
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