Clinical Variant Analysis for Cancer: Part II

· Andreas Scherer · How To's & Advanced Workflows, VSClinical

Clinical Variant Analysis for Cancer – Applying AMP Guidelines to Analyze Somatic Variants

Analogous to the ACMG guidelines for germline mutations, the Association for Molecular Pathologists (AMP) has issued guidelines to assess and report on somatic variants. The key paper in this area was published by Li et. al (2017) with the title “Standards and Guidelines for the Interpretation and Reporting of Sequence Variants in Cancer – A Joint Consensus Recommendation of the Association for Molecular Pathology, American Society of Clinical Oncology, and College of American Pathologists”. This chapter, as well as chapters 3 and 4, are based on this paper, which I recommend reading for further detail. You can find the full reference in the bibliography.

It turns out that the clinical reporting across labs in the US varies substantially in some areas in terms of what is actually being reported. In a survey that included 67 responses, it was interesting to see to what degree labs differed from each other in terms of the level of detail included in their reports. The majority of the participants (83%) used gene panels as their diagnostic vehicle ranging from less than a dozen to slightly below one hundred genes.  To a lesser degree, some labs employed clinical exome (12%) or whole genome (5%) based tests to conduct their analytics work. Nearly all of the labs reported on SNVs and indels (95%), whereas CNVs and gene fusions were only reported on in about a third of the labs (35% and 37% respectively).

The most striking findings were the following (see also Fig 1 on page 10):

  • Numerical cutoff for Minor Allele Frequencies (MAF): Most labs (< 75%) use ‘1%’ as the cutoff to define what constitutes a minor allele. This is important as this metric constitutes what is considered a rare mutation.

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Andreas Scherer

About Andreas Scherer

Dr. Andreas Scherer is CEO of Golden Helix. The company has been delivering industry leading bioinformatics solutions for the advancement of life science research and translational medicine for over a decade. Its innovative technologies and analytic services empower scientists and healthcare professionals at all levels to derive meaning from the rapidly increasing volumes of genomic data produced from next-generation sequencing. With its solutions, hundreds of the world’s hospitals and testing labs are able to harness the full potential of genomics to identify the cause of disease, develop genomic diagnostics, and advance the quest for personalized medicine. Golden Helix products and services have been cited in thousands of peer-reviewed publications. Golden Helix is also on the Inc 5000 list of the fastest-growing private companies in the US. He is also Managing Partner of Salto Partners, Inc, a management consulting firm headquartered in Nevada.  He has extensive experience successfully managing growth as well as orchestrating complex turnaround situations. His company, Salto Partners, advises on business strategy, financing, sales, and operations. Clients are operating in the high-tech and life sciences space. Dr. Scherer holds a Ph.D. in computer science from the University of Hagen, Germany, and a Master of Computer Science from the University of Dortmund, Germany. He is author and co- author of over 20 international publications and has written books on project management, the Internet, and artificial intelligence. His latest book, “Be Fast Or Be Gone”, is a prizewinner in the 2012 Eric Hoffer Book Awards competition, and has been named a finalist in the 2012 Next Generation Indie Book Awards! 

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