next generation sequencing quality control

Manage cookies/Do not sell my data we use in the preference centre. Yue Li and Xinhua Yang are contributed equally to this work, Department of Molecular Diagnostics, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, 651 Dongfeng East Road, Yuexiu District, Guangzhou, 510060, China, Yue Li,Xinhua Yang,Weijie Zhu,Yuxia Xu,Jiangjun Ma,Caiyun He&Fang Wang, You can also search for this author in Cancer Cell. Mod Pathol. Wang F, Zhao Q, Wang Y-N, Jin Y, He M-M, Liu Z-X, et al. studied asthma-related haplotypes using next-generation 454 pyrosequencing technology in different ethnic groups namely European, Chinese, and Caucasians. Next-Generation Sequencing: The Need for Quality Control Performance assessment of DNA sequencing platforms WebStep 2 in NGS Workflow: Sequencing. On platforms that enforce case-sensitivity PNG and png are not the same locations. SWI/SNF nucleosome remodellers and cancer. Identifying recurrent mutations in cancer reveals widespread lineage diversity and mutational specificity. Am J Hum Genet. Genes (Basel). QIAseq DNA In MPS (Fig. Huang K, Sun R, Chen J, Yang Q, Wang Y, Zhang Y, et al. MEF2C is expressed in bronchial epithelial cells and is involved in mitogen-activated protein kinase pathway leading to decreased cellular proliferation. Versteege I, Svenet N, Lange J, Rousseau-Merck MF, Ambros P, Handgretinger R, et al. JAMA Oncol. Article Source Code Biol Med. eCollection 2014. Per base sequence content, which plots the proportion of each base at each cycle. Next-generation sequencing (NGS) has been extensively applied as a cost-effective diagnostic tool in clinical practice and trials . There are two common methods of template selection: amplicon based or capture based.61,62 Amplicon-based target selection uses multiplex PCR reactions to amplify the sequences of interest, whereas capture-based target selection first uses baits to hybridize and capture the targets of interest, followed by PCR amplification. Additionally, the survival analysis for individual cancer types suggested that the PFS of the SWI/SNF-mutant group was significantly superior to that of the SWI/SNF-non-mutant group in colorectal cancer (NR vs. NR, HR=0.33 [0.190.59], p=0.0001; Additional file 2: Figure S2a) and gastric cancer (NR vs. 20.6months, HR=0.44 [0.190.97], p=0.0437; Additional file 2: Figure S2b); the same tendency was significant numerically but not statistically in non-small cell lung cancer (NR vs. 40.9months, HR=0.58 [0.331.02], p=0.0595; Additional file 2: Figure S2c). 2018;1870:17684. 2018;13:126. official website and that any information you provide is encrypted Next Generation Sequencing J Thorac Oncol. SMARCA4 deficient tumours are vulnerable to KDM6A/UTX and KDM6B/JMJD3 blockade. -. After sequencing and variant analysis, results need to be verified and validated using a technology other than NGS, such as Pyrosequencing. Wanior M, Krmer A, Knapp S, Joerger AC. The DNA sequencing was performed using next-generation titanium pyrosequencing platform [69]. This site needs JavaScript to work properly. Campbell et al. This is especially beneficial to laboratories that perform NGS-based tests subject to CLIA regulations and other laboratory accreditation standards. Wang Y, Chen SY, Karnezis AN, Colborne S, Dos SN, Lang JD, et al. 2017;10:41539. Exploiting vulnerabilities of SWI/SNF chromatin remodelling complexes for cancer therapy. seqQscorer: automated quality control of next Copyright 2023 Elsevier B.V. or its licensors or contributors. Miao D, Margolis CA, Gao W, Voss MH, Li W, Martini DJ, et al. Software for pre-processing Illumina next-generation sequencing short read sequences. Science. Our scientists have years of experience analyzing libraries and troubleshooting issues. FastQ Screen [Online]. Combined genetic inactivation of 2-microglobulin and CD58 reveals frequent escape from immune recognition in diffuse large B cell lymphoma. CDC is not responsible for Section 508 compliance (accessibility) on other federal or private website. Accordingly, the therapeutic effect of AKT inhibitors in cancers with SWI/SNF deficiencies is promising and should be explored further. The PubMed wordmark and PubMed logo are registered trademarks of the U.S. Department of Health and Human Services (HHS). It was observed that lower fungal diversity of different taxonomic groups leads to an increased risk of asthma development in later life probably due to immunological priming. A typical NGS pipeline consists of quality control of raw sequence reads, alignment to a reference genome/assembly, postalignment quality control, identification of mutation (variant calling and genotyping), postvariant call, and data storage. endobj This coverage is referred to as the sequencing depth. Notably, PARP inhibitors targeting BRCA1/2-mutant tumors represent a notable example of such synthetic lethality [82]. When you have a missing image on your site you may see a box on your page with with a red X where the image is missing. During the sequencing step of the NGS workflow, libraries are loaded onto a flow cell and placed on the sequencer. Li J, Wang W, Zhang Y, Cielik M, Guo J, Tan M, et al. SMARCA4 loss is synthetic lethal with CDK4/6 inhibition in non-small cell lung cancer. 2010;38:e164e164. Available online at: Chikhi R., Medvedev P. (2013). 2021;145:908. When you get a 404 error be sure to check the URL that you are attempting to use in your browser.This tells the server what resource it should attempt to request. The sequence data, then, are compared with public databases such as ExAc and 1000 Genomes Project to exclude high prevalent and normal variants. Cancer Res. Small cell carcinoma of the ovary, hypercalcemic type, displays frequent inactivating germline and somatic mutations in SMARCA4. 2018;17:2279. A second commonly used method also amplifies the sequencing template, but uses emulsion PCR to accomplish it. QMSs have been described by the International Organization for Standardization and the Clinical and Laboratory Standards Institute (CLSI) as coordinated activities to direct and control an organization with regard to quality. Robust QMS tools like those created by this initiative provide the foundation that helps ensure high-quality laboratory data used to inform clinical and public health decisions that impact our health and safety. CONTRA: copy number analysis for targeted resequencing. Witkowski L, Carrot-Zhang J, Albrecht S, Fahiminiya S, Hamel N, Tomiak E, et al. Kato S, Goodman A, Walavalkar V, Barkauskas DA, Sharabi A, Kurzrock R. Hyperprogressors after immunotherapy: analysis of genomic alterations associated with accelerated growth rate. Detected viruses were then genetically characterized via next generation sequencing considering that only a few phylogenetic studies have been based on the WGS of WNV ( 13, 15, 16 ). The median VAFs of the above genes were 16.1%, 13.4%, 13.3%, 17.2%, 15.2%, and 16.7%, respectively. 15.7. Bookshelf SEQC2 Article Collection Combining gene mutation with gene expression data improves outcome prediction in myelodysplastic syndromes. Google Scholar. Minimal requirements for ISO15189 validation and accreditation Biochim Biophys Acta-Rev Cancer. Cancer Res. Over the past few years, pre-clinical and clinical evidence has implicated the SWI/SNF complex as a potential predictor of response to ICIs [6]. 2019;25:206471. This allows the implementation of carrier screening across a wider range of ethnically diverse populations, more closely approximating the term universal. 13 0 obj Edit the file on your computer and upload it to the server via FTP. A powerful diagnostic and surveillance tool like next generation sequencing (NGS) demands an equally powerful quality management system (QMS) to assure consistent, reliable data at any scale. The PFS was not significantly different in SWI/SNF-mutant and -non-mutant groups in other cancers, which might be due to the relatively small number of cases involved in our study. Nat Genet. NGS refers to techniques in which millions of nucleotide sequences are deciphered simultaneously (reviewed by Goodwin and colleagues210) and is often called massively parallel sequencing. Chromatin remodeling ATPase BRG1 and PTEN are synthetic lethal in prostate cancer. Newer approaches to overcome some of these difficulties are under development. The immunotherapeutic effect-predicting biomarker section of several commercially available NGS panels includes positively related gene variations, such as TMB-H [71], MSI-H [72], inactivating mutations of mismatch repair-related genes (MLH1, MSH2, MSH6, PMS2) [73], homologous recombination repair-related genes (ATM, ATR, BRCA1/2, CHEK1, FANCA, PALB2, etc.) For diagnostic WES, a mean coverage of 100-fold for proband-only WES and 70-fold coverage for trio-based tests is recommended, each with 90% to 95% of the sequenced nucleotides covered at least 10-fold.2 Recent technical advances in NGS allow clinical laboratories to offer shorter turnaround times (TATs) together with better sequencing depth. NEXT GENERATION SEQUENCING QUALITY CONTROL - LinkedIn WILMINGTON, Mass.--(BUSINESS WIRE)-- Charles River Laboratories International, Inc. (NYSE: CRL) today announced the launch of Accugenix Next Generation Sequencing for Bacterial Identification and Fungal Identification (Accugenix NGS).Accugenix NGS simultaneously sequences millions of individual DNA fragments These can be used to quickly identify common problems with NGS data and QC individual sequencing runs before starting biological analysis. Leung et al. Abou Alaiwi et al. 6 0 obj Identification of altered genes in gallbladder cancer as potential driver mutations for diagnostic and prognostic purposes: a computational approach. Illumina sequencing; PCR duplicates; de novo assembly; insert size; mate pair; quality control. For example, the Illumina service lab promises whole-genome sequencing with an average depth of 30 across 98% of the genome. Before WebMore and more next-generation sequencing (NGS) data are made available every day. Given that patients with SWI/SNF variations showed significantly longer PFS than their SWI/SNF-non-mutant counterparts (HR, 0.56 [95% CI 0.440.72]; p <0.0001), the SWI/SNF variations could be added to the list of positively predicting biomarkers for immunotherapeutic effects. Next-generation sequencing is a relatively new technology based on massively parallel sequencing (MPS). 2021;40:363754. Andrews S. (2010). Using these products helps laboratories create or strengthen pre-analytic, analytic, and post-analytic processes to ensure their equipment, materials, and NGS methods produce high-quality results consistent with quality standards. The sequence of each of these fragments is resolved simultaneously by such techniques as sequencing by synthesis. There are three main areas where QC can be applied to next-generation sequencing (NGS). Use this website to learn how the Initiative adopted CLSIs 12 quality system essentials as building blocks for developing a QMS for laboratories performing NGS-based tests. A few studies have been conducted utilizing high-throughput NGS for asthma risk assessment, diagnosis, and treatment guidance. It is highly recommended to use an alternative technology, due to the high risk of false-positive variants in the NGS workflow. Deviation from normal base content can indicate issues with library quality, but equally some genomes are very GC biased and some NGS applications also introduce a strong GC bias, e.g. The profile has changed over time; there is a clear decay of read quality towards the end of the read, but read-lengths of 150bp are possible on HiSeq and up to 300bp on MiSeq. Yamada L, Saito M, Thar Min AK, Saito K, Ashizawa M, Kase K, et al. Quality control of next-generation sequencing data The NGS Quality Initiative is a collaboration between CDC, the Association of Public Health Laboratories (APHL), and state and local PHLs that develops and publishes customizable, ready-to-implement guidance documents, standard operating procedures, forms, and tools. Cancer Res. Both methods use proprietary software and alignment to a reference sequence to produce the final template sequence. See the Section on 404 errors after clicking a link in WordPress. However, the systematic workflow evaluation on clinical respiratory samples and implementation of quality controls (QCs) is still lacking. Right click on the X and choose Properties. The use of clinical and NGS data was approved by the Ethics Committee of the Sun Yat-Sen University Cancer Center (Approval number B2020-344-01). In 2019, CDC and theAssociation of Public Health Laboratories(APHL) launched the Next Generation Sequencing (NGS) Quality Initiative Project. Anyone you share the following link with will be able to read this content: Sorry, a shareable link is not currently available for this article. 2021;79:1607. COMPASS ascending: emerging clues regarding the roles of MLL3/KMT2C and MLL2/KMT2D proteins in cancer. 2021;16:115. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. NGS of whole exome was performed on all members (total six) of a family segregating asthma. Nat Genet. SWI/SNF-mutant colorectal cancer, endometrial cancer, and gastric cancer exhibited both higher TMB-H and MSI-H ratios than their SWI/SNF-non-mutant counterparts (Table 3). Cell Cycle. 2011;71:322535. ARID1A deficiency promotes mutability and potentiates therapeutic antitumor immunity unleashed by immune checkpoint blockade. Hong AL, Tseng Y-Y, Wala JA, Kim W-J, Kynnap BD, Doshi MB, et al. endobj SARS-CoV-2 NGS test (for the COVID-19 Coronavirus) - Illumina It is possible that you may need to edit the .htaccess file at some point, for various reasons.This section covers how to edit the file in cPanel, but not what may need to be changed. Miller RE, Brough R, Bajrami I, Williamson CT, McDade S, Campbell J, et al. Berns K, Caumanns JJ, Hijmans EM, Gennissen AMC, Severson TM, Evers B, et al. These cookies may also be used for advertising purposes by these third parties. Notably, the prediction value of the SWI/SNF variants increased considerably when the TMB-H status was also considered. 2002;62:3238. Next-generation sequencing platforms are benchmarked using human, bacterial and metagenomics reference materials. California Privacy Statement, In panel-based NGS and WES, targeted fragments are captured and sequenced. Lissanu Deribe Y, Sun Y, Terranova C, Khan F, Martinez-Ledesma J, Gay J, et al. [ 10 0 R] If not, correct the error or revert back to the previous version until your site works again. <>/Font<>/XObject<>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI] >>/MediaBox[ 0 0 720 540] /Contents 4 0 R/Group<>/Tabs/S/StructParents 0>> Gerstung M, Pellagatti A, Malcovati L, Giagounidis A, Della PMG, Jdersten M, et al. MEF2C is downregulated in asthmatic patients. Charles River Laboratories International, Inc. (NYSE: CRL) today announced the launch of Accugenix Next Generation Sequencing for Bacterial Identification and Fungal Identification (Accugenix NGS). J. Mol. Dong C, Wei P, Jian X, Gibbs R, Boerwinkle E, Wang K, et al. The histone methyltransferase EZH2 is a therapeutic target in small cell carcinoma of the ovary, hypercalcaemic type. 11 0 obj Red solid line, median; black dotted line, quartiles. CAS RewriteBase / You may need to scroll to find it. Together withstate and local public health laboratory partners, they began to develop an NGS-focused quality management system (QMS) to address challenges public health laboratories encounter when they develop and implement NGS-based tests. Bioinformatics. Modelling a population of 1,000,000 couples that is representative of the US population would result in detection of 83,421 mutation carriers. Further, Burnstein et al. Fig. 2017;23:424250. Bis-seq. Synthetic lethal interactive pairs and chemical inhibitors involving SWI/SNF members. 2020;140:11929. Kang E, Tessier-Cloutier B, Duggan MA, Stewart CJR, Lee C, Kbel M. Loss of ARID1B and SMARCB1 expression are specific for the diagnosis of dedifferentiated/undifferentiated carcinoma in tumours of the upper gynaecological tract and cervix. Bitler BG, Wu S, Park PH, Hai Y, Aird KM, Wang Y, et al. Nat Biotechnol. c The PFS of patients treated by ICIs carrying mutations in two or more SWI/SNF genes was not significantly different from that of patients with mutations in single gene. The companies currently marketing next-generation automated techniques are as follows: ABI SOLiD platform: sequencing by ligation; DNA nanoball sequencing by BGI Retrovolocity: sequencing by hybridization and ligation; Illumina/Solexa Genome Analyzer: sequencing by synthesis; Ion Torrent: Proton/PGM sequencing: sequencing by synthesis; and. <> Mol Cancer Ther. 2019;43:2619. Next Generation Sequencing Here we show that by generating a rapid, non-optimized draft assembly of raw reads, it is possible to obtain reliable and informative QC metrics, thus removing the need for a high quality reference. Next-Generation Sequencing: Quality Control Next-generation sequencing is based on the ability to sequence, in parallel, millions of DNA fragments, and introduction of NGS technology has resulted in a dramatic increase in speed and content of sequencing at a fraction of the cost.44 Described briefly, first a DNA library is prepared from the patients sample by fragmentation, purification and amplification of the DNA sample. *mfq3+sj8M= The libraries are prepared by the addition of indexing primers to identify each specimen. Cancer Res. Change the settings back to the previous configuration (before you selected Default). Certain mutation types, including triplet repeat mutations (e.g. Chan-Penebre E, Armstrong K, Drew A, Grassian AR, Feldman I, Knutson SK, et al. These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. Huang DW, Sherman BT, Lempicki RA. Targeting the Vulnerability of glutathione metabolism in ARID1A-deficient cancers. J Pathol. QC procedures tracking success of library preparation steps ensure that only samples of good quality are processed downstream and sequenced to generate reads of highest quality that can be confidently turned into insights. Nat Commun. The progression-free survival (PFS) of patients receiving immune checkpoint inhibitor (ICI) treatment in different groups. 2017;7:12830. The easiest way to edit a .htaccess file for most people is through the File Manager in cPanel. 4b). Next-generation sequencing (NGS) is a low-cost platform for sequencing DNA using simultaneous parallel sequencing reactions for short DNA fragments. Nat Commun. Kim KH, Roberts CWM. Moraxella, Staphylococcus, Streptococcus, Hemophilus, and Fusobacterium accounted for the major nasal microbial signature of the individuals. Lord CJ, Ashworth A. PARP inhibitors: synthetic lethality in the clinic. An official website of the United States government. Accessibility Loss of PTEN promotes resistance to T cell-mediated immunotherapy. The molecular functions and relevant signaling mechanisms involving the SWI/SNF variations were not investigated experimentally, and warrant further exploration. Nat Rev Drug Discov. Look for the .htaccess file in the list of files. 215, 403410 10.1016/S0022-2836(05)80360-2 The Illumina technology produces the best data when all four bases are equally represented e.g. Westphalen CB, Krebs MG, Le Tourneau C, Sokol ES, Maund SL, Wilson TR, et al. The process of NGS can be divided into several steps, including template and library preparation, sequencing and detection, and finally, data analysis and assembly (Figure 29.22). PubMed Magdalena Walkiewicz, Ignatia B. When working with WordPress, 404 Page Not Found errors can often occur when a new theme has been activated or when the rewrite rules in the .htaccess file have been altered. % All patients provided signed informed consent, and the study was performed in accordance with the Declaration of Helsinki. Garber K. Tissue-agnostic cancer drug pipeline grows, despite doubts. sequencing MeSH This Web Collection presents the results of the Sequencing Quality Control 2 (SEQC2) project that sought to evaluate quality-control metrics and human, bacterial and Informed and automated k-mer size selection for genome assembly. Interplay of BAF and MLL4 promotes cell type-specific enhancer activation. Science. Cibulskis K, Lawrence MS, Carter SL, Sivachenko A, Jaffe D, Sougnez C, et al. 2015. https://doi.org/10.1038/ncomms6901. Springer Nature. Rosenquist R, Cuppen E, Buettner R, Caldas C, Dreau H, Elemento O, et al. A novel EZH2 inhibitor induces synthetic lethality and apoptosis in PBRM1-deficient cancer cells. Initiative goals include developing new tools and helping members of the laboratory community share resources. 2009;37:113. 2017 Dec 28;9(1):6. doi: 10.3390/genes9010006. Synthetic lethal targeting of ARID1A-mutant ovarian clear cell tumors with dasatinib. These agreements bring together Charles River's curated, proprietary microbial identification database and the high-quality extensive testing services of international microbiological laboratories. 2021;22:5869. Systematic characterization of BAF mutations provides insights into intracomplex synthetic lethalities in human cancers. These synthetic lethal interactions can be classified under four main categories. There are also RNA-based panels for the detection of fusion genes resulting from translocations. Commercial test developers, laboratory leaders, and other stakeholders can use products from the site to create a suite of customizable standard operating procedures to guide use of NGS technologies and production of high-quality sequencing data. Genome Sequencing and Assembly by Long Reads in Plants. Cancer Discov United States. doi: 10.1371/journal.pone.0060234. Germline and somatic SMARCA4 mutations characterize small cell carcinoma of the ovary, hypercalcemic type. studied the airway epithelial homeostasis using NGS and genome expression microarray and discovered myocyte enhancer factor 2C (MEF2C), MAM domain containing glycosylphosphatidylinositol anchor 1 (MDGA1), and K+ voltage-gated channel subfamily J member 2 (KCNJ2) genes to have a significant role. Front Immunol. However, further studies are required to clinically correlate their results [70]. Genetics in medicine 15: Mack, S.J. Roche GS-FLX 454 Genome Sequencer: pyrosequencing. NGS clinical assays have been developed for many different hematologic diseases including myeloid, lymphoid, and erythroid malignancies.7275 In addition to sequencing panels of genes, this technology has been used to sequence whole genomes, exomes (the coding exons), as well as RNA sequencing (RNAseq).7678 This technology is also being applied to the determination of epigenome modifications such as methylation that affects gene regulation and expression.79 NGS will continue to play an increasingly important role in molecular diagnostics. Quality control for DNA sequencing data has three stages: raw data, alignment and variant calling. 2016;34:15563. a The PFS of patients receiving ICI treatment in SWI/SNF-mutant-loss-of-function (SWI/SNF-mutant-LOF), SWI/SNF-mutant-non-LOF, and SWI/SNF-non-mutant groups. Marabelle A, Aspeslagh S, Postel-Vinay S, Soria J-C. JAK mutations as escape mechanisms to AntiPD-1 therapy. 2020;11:1620. et al. 2014;207:36572. ARID1A/B (BAF250a/b) contains two primary domains: an N-terminal AT-rich interacting domain (ARID, residues 10171104) and a C-terminal domain DUF3518, also annotated as BAF250_C (residues 19752231). Our results indicate that the average TMB value corresponding to SWI/SNF-mutant tumors was markedly higher than that corresponding to SWI/SNF-non-mutant tumors, regardless of the cancer type (25.8 vs. 5.6 mutations/Mb, p <0.0001). that loss of the SWI/SNF complex cannot be used as a pan-cancer biomarker of clinical benefits from ICIs. Fukumoto T, Park PH, Wu S, Fatkhutdinov N, Karakashev S, Nacarelli T, et al. (e.g. Next-generation sequencingbased screening has been shown to have high clinical sensitivity in the assayed genes.46-48 Mutation detection has been shown to have about 95% sensitivity and 100% specificity for a variety of alterations such as SNPs, insertions and deletions, splicing mutations and gross deletions.46,48 Proponents of NGS-based carrier screening claim that it shows high accuracy, precision, reproducibility and robustness for clinical use compared with the targeted mutation analysis.47 Because sequencing is performed throughout the genes of interest, unrecognised or rare pathogenic variants, not included in any targeted arrays, may be detected.

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next generation sequencing quality control