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Xia H, Zhang Z, Luo C, Wei K, Li X, Mu X, Duan M, Zhu C, Jin L, He X, Tang L, Hu L, Guan Y, Lam DCC, Yang J. MultiPrime: A reliable and efficient tool for targeted next-generation sequencing. IMETA 2023; 2:e143. [PMID: 38868227 PMCID: PMC10989836 DOI: 10.1002/imt2.143] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 08/29/2023] [Indexed: 06/14/2024]
Abstract
We present multiPrime, a novel tool that automatically designs minimal primer sets for targeted next-generation sequencing, tailored to specific microbiomes or genes. MultiPrime enhances primer coverage by designing primers with mismatch tolerance and ensures both high compatibility and specificity. We evaluated the performance of multiPrime using a data set of 43,016 sequences from eight viruses. Our results demonstrated that multiPrime outperformed conventional tools, and the primer set designed by multiPrime successfully amplified the target amplicons. Furthermore, we expanded the application of multiPrime to 30 types of viruses and validated the work efficacy of multiPrime-designed primers in 80 clinical specimens. The subsequent sequencing outcomes from these primers indicated a sensitivity of 94% and a specificity of 89%.
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Affiliation(s)
- Han Xia
- School of Automation Science and Engineering, Faculty of Electronic and Information EngineeringXi'an Jiaotong UniversityXi'anChina
- MOE Key Lab for Intelligent Networks & Networks Security, Faculty of Electronic and Information EngineeringXi'an Jiaotong UniversityXi'anChina
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - Zhe Zhang
- Department of Mechanical and Aerospace EngineeringThe Hong Kong University of Science and TechnologyHong KongChina
| | - Chen Luo
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - Kangfei Wei
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - Xuming Li
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - Xiyu Mu
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - Meilin Duan
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - Chuanlong Zhu
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - Luyi Jin
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - Xiaoqing He
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - Lingjie Tang
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - Long Hu
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - Yuanlin Guan
- Department of Research and DevelopmentHugobiotechBeijingChina
| | - David C. C. Lam
- Department of Mechanical and Aerospace EngineeringThe Hong Kong University of Science and TechnologyHong KongChina
| | - Junbo Yang
- Department of Research and DevelopmentHugobiotechBeijingChina
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at ShenzhenChinese Academy of Agricultural SciencesShenzhenChina
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Optimization of Low-Biomass Sample Collection and Quantitative PCR-Based Titration Impact 16S rRNA Microbiome Resolution. Microbiol Spectr 2022; 10:e0225522. [PMID: 36377933 PMCID: PMC9769501 DOI: 10.1128/spectrum.02255-22] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
The major aquatic interface between host and environment in teleost finfish species is the gill. The diversity of this infraclass, high complexity of the organ, and its direct exposure to the surrounding environment make it an ideal candidate for furthering our understanding of the intertwined relationships between host and microbiome. Capturing the structure and diversity of bacterial communities from this low-biomass, inhibitor-rich tissue can, however, prove challenging. Lessons learned in doing so are directly applicable to similar sample types in other areas of microbiology. Through the development of a quantitative PCR assay for both host material and 16S rRNA genes, we tested and developed a robust method for low-biomass sample collection which minimized host DNA contamination. Quantification of 16S rRNA facilitated not only the screening of samples prior to costly library construction and sequencing but also the production of equicopy libraries based on 16S rRNA gene copies. A significant increase in diversity of bacteria captured was achieved, providing greater information on the true structure of the microbial community. Such findings offer important information for determining functional processes. Results were confirmed across fresh, brackish, and marine environs with four different fish species, with results showing broad homology between samples, demonstrating the robustness of the approach. Evidence presented is widely applicable to samples similar in composition, such as sputum or mucus, or those that are challenging due to the inherent inclusion of inhibitors. IMPORTANCE The interaction between the fish gill and surrounding bacteria-rich water provides an intriguing model for examining the interaction between the fish, free-floating bacteria, and the bacterial microbiome on the gill surface. Samples that are inherently low in bacteria, or that have components that inhibit the ability to produce libraries that identify the components of microbial communities, present significant challenges. Gill samples present both of these types of challenges. We developed methods for quantifying both the bacterial and host DNA material and established a sampling method which both reduced inhibitor content and maximized bacterial diversity. By quantifying and normalizing bacteria prior to library construction, we showed significant improvements with regards to the fidelity of the final data. Our results support wide-ranging applications for analyzing samples of similar composition, such as mucus and sputum, in other microbiological spheres.
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Shi Y, Wang G, Lau HCH, Yu J. Metagenomic Sequencing for Microbial DNA in Human Samples: Emerging Technological Advances. Int J Mol Sci 2022; 23:ijms23042181. [PMID: 35216302 PMCID: PMC8877284 DOI: 10.3390/ijms23042181] [Citation(s) in RCA: 41] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 02/06/2022] [Accepted: 02/11/2022] [Indexed: 02/04/2023] Open
Abstract
Whole genome metagenomic sequencing is a powerful platform enabling the simultaneous identification of all genes from entirely different kingdoms of organisms in a complex sample. This technology has revolutionised multiple areas from microbiome research to clinical diagnoses. However, one of the major challenges of a metagenomic study is the overwhelming non-microbial DNA present in most of the host-derived specimens, which can inundate the microbial signals and reduce the sensitivity of microorganism detection. Various host DNA depletion methods to facilitate metagenomic sequencing have been developed and have received considerable attention in this context. In this review, we present an overview of current host DNA depletion approaches along with explanations of their underlying principles, advantages and disadvantages. We also discuss their applications in laboratory microbiome research and clinical diagnoses and, finally, we envisage the direction of the further perfection of metagenomic sequencing in samples with overabundant host DNA.
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Affiliation(s)
| | | | | | - Jun Yu
- Correspondence: ; Tel.: +852-37636099; Fax:+852-21445330
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Marotz CA, Sanders JG, Zuniga C, Zaramela LS, Knight R, Zengler K. Improving saliva shotgun metagenomics by chemical host DNA depletion. MICROBIOME 2018; 6:42. [PMID: 29482639 PMCID: PMC5827986 DOI: 10.1186/s40168-018-0426-3] [Citation(s) in RCA: 175] [Impact Index Per Article: 29.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Accepted: 02/19/2018] [Indexed: 05/09/2023]
Abstract
BACKGROUND Shotgun sequencing of microbial communities provides in-depth knowledge of the microbiome by cataloging bacterial, fungal, and viral gene content within a sample, providing an advantage over amplicon sequencing approaches that assess taxonomy but not function and are taxonomically limited. However, mammalian DNA can dominate host-derived samples, obscuring changes in microbial populations because few DNA sequence reads are from the microbial component. We developed and optimized a novel method for enriching microbial DNA from human oral samples and compared its efficiency and potential taxonomic bias with commercially available kits. RESULTS Three commercially available host depletion kits were directly compared with size filtration and a novel method involving osmotic lysis and treatment with propidium monoazide (lyPMA) in human saliva samples. We evaluated the percentage of shotgun metagenomic sequencing reads aligning to the human genome, and taxonomic biases of those not aligning, compared to untreated samples. lyPMA was the most efficient method of removing host-derived sequencing reads compared to untreated sample (8.53 ± 0.10% versus 89.29 ± 0.03%). Furthermore, lyPMA-treated samples exhibit the lowest taxonomic bias compared to untreated samples. CONCLUSION Osmotic lysis followed by PMA treatment is a cost-effective, rapid, and robust method for enriching microbial sequence data in shotgun metagenomics from fresh and frozen saliva samples and may be extensible to other host-derived sample types.
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Affiliation(s)
- Clarisse A Marotz
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Jon G Sanders
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Cristal Zuniga
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Livia S Zaramela
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA
- Department of Computer Science and Engineering, University of California San Diego, La Jolla, CA, USA
| | - Karsten Zengler
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA.
- Center for Microbiome Innovation, University of California San Diego, La Jolla, CA, USA.
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Kleinschmidt K, Wilkens E, Glaeser SP, Kaempfer P, Staerk A, Roesti D. Development of a qualitative real-time PCR for microbiological quality control testing in mammalian cell culture production. J Appl Microbiol 2017; 122:997-1008. [PMID: 28028873 DOI: 10.1111/jam.13387] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Revised: 11/12/2016] [Accepted: 12/22/2016] [Indexed: 12/28/2022]
Abstract
AIMS The aim of this study was to develop and evaluate a real-time PCR technology for microbiological control methods to examine individualized cell therapeutics, an emerging class of pharmaceutical formulations. METHODS AND RESULTS Oligonucleotide primers and hybridization probe for bacterial detection targeting the 16SrRNA gene were adapted based on Nadkarni et al. [Microbiology148 (2002) 257]. For detection of yeast and moulds, primers and probe were designed from conserved sequences of the 18SrRNA gene in this study. The real-time PCR assays were tested on genomic DNA of Escherichia coli and Candida albicans to assess efficiency and linear dynamic range. After successful establishment of robust real-time PCRs, applicability of the assays was evaluated by extracting microbial target DNA from cell-based preparations. Different commercial DNA extraction methods were compared identifying the MagNA Pure DNA Isolation Kit III as the method of choice. Sensitivity was examined for different strains and a detection limit of 102 -103 CFU per ml in a sample containing ~106 mammalian cells per ml was achieved. CONCLUSIONS This study reports the successful establishment of two qualitative real-time PCR assays, enabling in general the broad-range detection of microbial contaminants in a cell-based sample matrix. SIGNIFICANCE AND IMPACT OF THE STUDY Individualized cell therapeutics tend to have a short shelf life. Due to lengthy incubation periods, compendial testing according to current pharmacopoeial guidelines may not be applicable. We report a suitable alternative method upon which future microbiological quality control methods for such products could be based on. However, to implement valid rapid microbiological testing methods using real-time PCR technology, further challenges need to be addressed.
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Affiliation(s)
- K Kleinschmidt
- Microbiological Quality Control Unit, Novartis Pharma Stein AG, Stein, Switzerland
| | - E Wilkens
- Microbiological Quality Control Unit, Novartis Pharma Stein AG, Stein, Switzerland
| | - S P Glaeser
- Institut für Angewandte Mikrobiologie, Justus-Liebig-Universität Gießen, Giessen, Germany
| | - P Kaempfer
- Institut für Angewandte Mikrobiologie, Justus-Liebig-Universität Gießen, Giessen, Germany
| | - A Staerk
- Microbiological Quality Control Unit, Novartis Pharma Stein AG, Stein, Switzerland
| | - D Roesti
- Microbiological Quality Control Unit, Novartis Pharma Stein AG, Stein, Switzerland
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Vutukuru MR, Sharma DK, Ragavendar MS, Schmolke S, Huang Y, Gumbrecht W, Mitra N. A rapid, highly sensitive and culture-free detection of pathogens from blood by positive enrichment. J Microbiol Methods 2016; 131:105-109. [DOI: 10.1016/j.mimet.2016.10.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Revised: 10/14/2016] [Accepted: 10/14/2016] [Indexed: 02/06/2023]
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Moulana Z, Roushan MRH, Marashi SMA. Evaluation of Different Primers for Detection of Brucella by Using PCR Method. Electron Physician 2016; 8:3222-3227. [PMID: 28070255 PMCID: PMC5217814 DOI: 10.19082/3222] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 06/14/2016] [Indexed: 01/02/2023] Open
Abstract
INTRODUCTION Brucellosis is a worldwide zoonosis and a significant cause of loss of health in humans and animals. Traditionally, classic diagnosis is carried out by isolation of Brucella, which is time-consuming, technically challenging and potentially dangerous. The aim of this study was to expand a molecular test that would be used for the develop detection of Brucella in a single reaction with high sensitivity and specificity, by targeting IS711element. METHODS This study was carried out from 2015 to 2016 at the Ayatolla Rohani hospital in Babol, Iran. The present study was designed to develop PCR assay, based on IS711 gene for rapid diagnosis of Brucella spp. and immediate detection of Brucella, with high sensitivity and specificity. Four pairs of oligo-nucleotide primers with sizes of 547, 403, 291 and 127bp respectively, were planned to exclusively amplify the targeted genes of Brucella species. RESULTS Our results show that, five PCR primers set up, would be helpful in amplifying the DNAs from the genus Brucella with high specificity and sensitivity so it can be 12 fg, for Brucella species to provide a valuable tool for diagnosis. CONCLUSION This method can be more useful than serological and biochemical tests and in addition, this reduces the number of required tests more rapidly and economically.
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Affiliation(s)
- Zahra Moulana
- Ph.D. in Biomedical Sciences, Infectious Diseases and Tropical Medicine Research Center, Babol University of Medical Sciences, Babol, Iran
| | - Mohammad Reza Hasanjani Roushan
- Professor of Infectious Diseases, Infectious Diseases and Tropical Medicine Research Center, Babol University of Medical Sciences, Babol, Iran
| | - Seyed Mahmoud Amin Marashi
- Assistant Professor in Medical Bacteriology Department of Microbiology and Immunology Alborz University of medical sciences, Karaj, Iran
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Vutukuru MR, Sharma DK, MS R, Mitra N. A rapid, highly sensitive and culture-free detection of pathogens from whole blood by removal of white blood cells using immuno-magnetic beads. J Microbiol Methods 2016; 127:59-61. [DOI: 10.1016/j.mimet.2016.05.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Revised: 05/20/2016] [Accepted: 05/20/2016] [Indexed: 12/17/2022]
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Abstract
Automation in DNA isolation is a necessity for routine practice employing molecular diagnosis of infectious agents. To this end, the development of automated systems for the molecular diagnosis of microorganisms directly in blood samples is at its beginning. Important characteristics of systems demanded for routine use include high recovery of microbial DNA, DNA-free containment for the reduction of DNA contamination from exogenous sources, DNA-free reagents and consumables, ideally a walkaway system, and economical pricing of the equipment and consumables. Such full automation of DNA extraction evaluated and in use for sepsis diagnostics is yet not available. Here, we present protocols for the semiautomated isolation of microbial DNA from blood culture and low- and high-volume blood samples. The protocols include a manual pretreatment step followed by automated extraction and purification of microbial DNA.
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Gong R, Li S. Extraction of human genomic DNA from whole blood using a magnetic microsphere method. Int J Nanomedicine 2014; 9:3781-9. [PMID: 25143727 PMCID: PMC4134021 DOI: 10.2147/ijn.s59545] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
With the rapid development of molecular biology and the life sciences, magnetic extraction is a simple, automatic, and highly efficient method for separating biological molecules, performing immunoassays, and other applications. Human blood is an ideal source of human genomic DNA. Extracting genomic DNA by traditional methods is time‐consuming, and phenol and chloroform are toxic reagents that endanger health. Therefore, it is necessary to find a more convenient and efficient method for obtaining human genomic DNA. In this study, we developed urea–formaldehyde resin magnetic microspheres and magnetic silica microspheres for extraction of human genomic DNA. First, a magnetic microsphere suspension was prepared and used to extract genomic DNA from fresh whole blood, frozen blood, dried blood, and trace blood. Second, DNA content and purity were measured by agarose electrophoresis and ultraviolet spectrophotometry. The human genomic DNA extracted from whole blood was then subjected to polymerase chain reaction analysis to further confirm its quality. The results of this study lay a good foundation for future research and development of a high‐throughput and rapid extraction method for extracting genomic DNA from various types of blood samples.
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Affiliation(s)
- Rui Gong
- Pharmaceutical Department, The Second Hospital of Tianjin Medical University, Tianjin, People's Republic of China
| | - Shengying Li
- Clinical Laboratory, Tianjin Children's Hospital, Tianjin, People's Republic of China
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Book M, Lehmann LE, Zhang X, Stüber F. Monitoring infection: from blood culture to polymerase chain reaction (PCR). Best Pract Res Clin Anaesthesiol 2014; 27:279-88. [PMID: 24012238 DOI: 10.1016/j.bpa.2013.06.010] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2013] [Accepted: 06/28/2013] [Indexed: 01/14/2023]
Abstract
In patients with sepsis, diagnosis of blood stream infection (BSI) is a key concern to the therapist. Direct verification of pathogens in the blood stream executed by blood cultures (BC) still is regarded as the gold standard up to date. The quickest possible initiation of an appropriate antimicrobial therapy is a cornerstone of an effective therapy. Moreover, in this view BC can also serve to identify antimicrobial agents to target the pathogen. However, when employing BC the time needed until microbiological results are available ranges from 24 up to 72 h. Moreover, infections caused by multiple pathogens often remain undetected and concurrent antibiotic therapy may lower the overall sensitivity. Alternative pathogen characterization can be performed by polymerase chain reaction (PCR) based amplification methods. Results using PCR can be obtained within 6-8 h. Therefore, the time delay until an appropriate therapy can be reduced enormously. Moreover, these methods have the potential to enhance the sensitivity in the diagnosis of blood stream infections. Therefore, PCR based methods might be a valuable adjunct to present procedures of diagnosing bacteraemia.
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Affiliation(s)
- Malte Book
- University Department of Anaesthesiology and Pain Medicine, Inselspital, Freiburgstrasse, CH-3010 Bern, Switzerland.
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