Genomic Precision

 A SeraCare blog focused on precision medicine and advanced clinical diagnostics

A First of its Kind Survey to Assess the QC Habits of Labs Running Clinical NGS Assays

Posted by Trevor Brown on Jul 12, 2018 9:30:00 AM
 
While good progress has been made of late with more clarity around FDA requirements, as well as organizations such as CAP and AMP providing more 'meat' in their guidance to clinical laboratories, there still remains a ways to go before this modality of testing is more standardized and uniform across the various laboratories offering the testing--be it via commercially available IVD kits or multiple different LDTs providing similar performance characteristics.
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Topics: QC Challenges, QC Reporting, assay performance, NGS reference materials, Clinical NGS Assays

Next-Generation QC Precision Metrics for Next-Generation Sequencing

Introducing the SeraCare Confidence Score, a comprehensive precision metric designed for NGS assays

Posted by Lorn Davis on Apr 16, 2018 4:00:00 PM

Introduction

There is an even greater onus to track quality control metrics for NGS assays because of the number of steps and elements that must successfully work together to produce consistent results. The Standards and Guidelines for Validating NGS Bioinformatics, published in January by AMP and CAP, highlight the importance of tracking QC metrics over time because “trends in these metrics can indicate an emerging issue with an NGS process that has not yet manifested itself in failed tests.”

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Topics: NGS assays, QC Challenges, NGS Management Software, QC Management Software, bioinformatics, Quality Management Systems, Clinical NGS Assays, qc management, confidence score, SeraCare Confidence Score

What Is The Difference Between Quality Control Software Like iQ NGS And LIMS?

Posted by Lorn Davis on Apr 6, 2018 8:00:00 AM

SeraCare Life Sciences, in partnership with GenomeWeb, recently offered this exciting on-demand webinar: 

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Topics: QC Challenges, assay performance, performance-based metrics, QC Management Software, Clinical NGS Assays, qc management

Does your NGS lab struggle with quality control? [Free Guide]

Posted by Meagan Gregoire on Aug 11, 2017 12:02:00 PM

As clinical genomics diagnostics continues to evolve, the primary challenge for laboratories has shifted from data acquisition, to ensuring their NGS tests are safe and effective. Whether they are developing an assay for circulating tumor DNA, validating a test to predict an antiviral therapy response, or are in production to provide parents with life changing health information, the underlining goal remains the same: your results must be accurate, precise, and consistent. High-quality, highly-multiplexed reference materials and the effective use of quality control metrics for monitoring the health of your assays are two solutions to help achieve those goals.

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Topics: QC Challenges, clinical genomics, NGS-Based Tests, highly-multiplexed reference material

Clinical Laboratories: You Are Not Alone. (Part II)

"The most effective ways to use QC data to monitor the health of your NGS assay."

Posted by Matt Ryder on Dec 7, 2016 4:00:00 PM

Previously, we wrote about some of the Quality Control challenges that clinical laboratories performing Next Generation Sequencing (NGS) face towards ensuring their assays are safe and effective for guiding medical management decisions.  Reliable access to high quality reference materials is necessary to help overcome these challenges; however, it is not sufficient.  Insights that reference materials provide into the health of an NGS assay are only as good as laboratories’ ability to use their QC data effectively.

With limited time and resources to collect, organize, access, and analyze QC metrics, laboratories may frequently rely on reference materials as binary indicators of Pass/Fail:  As long as the expected endpoint results are obtained, an assay is considered to be performing well.  The drawback of this approach is that it is reactive, rather than proactive:  A sufficient number of failures must occur within a given timeframe before a troubleshooting investigation is performed.  By the time a problem is recognized, resources have been wasted and turnaround times (TAT) delayed; in some cases, fidelity of patient results may even have been put at risk.  Additional time and costs are then incurred as the investigation proceeds.

Specimen analysis by NGS yields a wealth of information in addition to endpoint variant calls that is indicative of assay performance.  Data such as nucleic acid quantity and quality at different steps throughout the workflow (PDF) and sequencing library characteristics are generated every time a reference material is tested.  However, these data must be carefully tracked and trended to allow use as highly informative QC parameters.  For clinical laboratories whose primary focus is on patient testing and reporting, granular QC metrics may not be captured and reviewed as part of routine test monitoring.

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Topics: NGS, ctDNA, Reference Material, NGS assays, Sequencing quality control, next gen sequencing, qcdata management, False Negative, False Positive, QC Challenges

 
 

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