Removing the Barriers to Broad Adoption of NGS in Diagnostics – Technology Networks
Posted: March 10, 2020 at 9:41 am
Credit: Online Marketing on Unsplash.
When it comes to applying genomic sequencing in diagnostic medicine, increasing evidence is demonstrating that whole exome sequencing (WES) can sometimes fall short. This is a particular issue when analyzing large segments of DNA from patients and can adversely impact a physician's diagnosis.An alternative to WES is the utilization of a smaller, more targeted genetic test that analyzes a specific panel of genes known to be associated with a certain pathology. These tests are less of a financial burden on healthcare systems and patients and can offer highly accurate results. Targeted NGS is enabling this testing approach, and we're seeing increased adoption of NGS in the clinical diagnostics space.
But what barriers still exist to the full implementation of NGS, and how can we remove them? Technology Networks recently spoke with Luca Quagliata, Ph.D., Global Director of Medical Affairs for Thermo Fisher Scientific, to learn more.Molly Campbell (MC): How is genome sequencing currently utilized in the oncology diagnostics space? What are its limitations?Luca Quagliata (LQ): Sequencing of DNA and RNA is currently used in routine molecular testing for two purposes. Firstly, they are used with the aim of supporting a diagnostic decision, i.e. differential diagnosis (such as PIDGFA mutation status in gastrointestinal stromal cancer. More commonly, they are adopted to complement a pathology report by adding information related to a clinically relevant genomic variant (e.g. mutations in the EGFR gene) that are directly associated with any specific approved drug treatment (for example, BRAF inhibitors for V600E BRAF mutated melanoma patients).Some of the major limitations of genomic testing are related to quality of the starting material for testing (generally known as pre-analytic issues, e.g. tissue fixation), the ability of a given sequencing method to generate usable results (not every sequencing approach is born equal), the capability of interpreting the results (e.g. is the observed genomic variant a pathogenic alteration or is simply benign?) and finally the economic aspect. Who should pay for the test?MC: Why does WES commonly fail to adequately analyze large segments of DNA?LQ: As above mentioned, not all sequencing methods are born equal, WES can be performed using a variety of library preparation kits, possibly leading to substantially different results.1 Unfortunately, no universally accepted standard has been established for WES, especially for oncology applications.Generally, one of the most common issue is related to the sequencing depth, also known as coverage. High coverage allows to gain higher confidence in the generated results, as the genomic examined regions are analyzed multiple times, thus increasing the robustness of the data. However, high coverage comes at the cost of increasing sequencing price. Plus, even in the absence of any financial constraints, increasing coverage indefinitely is simply not possible due to technical limitations, i.e. the input material will define the maximal reachable coverage.
Furthermore, it is well established that, in certain situations, even pushing the coverage a 100-fold higher does not generate any tangible benefit in terms of data analysis output. Finally, a variety of alignment and calling algorithms can be deployed to identify large DNA segments rearrangements. Once again, no standard is strictly defined, thus the varying ability of different algorithms will greatly impact the final result. To conclude, while robust approaches are in place for single nucleotide variants (SNV) or multiple nucleotide variants (MNP), as well as insertions and deletions (INDEL), this is not the case when applying WES to study large DNA segments. Nowadays, microarray-based investigations are very popular for assessment of large genomic rearrangements.MC: Why is a targeted test more suitable in the diagnostics space?LQ: Targeted NGS is most commonly used for routine diagnostics because:
MC: NGS is becoming increasingly easier for patients to access and costs are rapidly declining. In your opinion, will we reach a stage where a genetic test is as common as, say, having a blood test when you visit your healthcare provider?LQ: While the price of NGS, meaning reagents related costs to perform the test, is undoubtedly going down, one should not forget that the largest fraction of NGS cost is generated by the human labor necessary to carry out the analysis. Thus, any technological approach that will reduce human intervention in the process will be the most effective in compressing the overall sequencing cost to enable true democratization of NGS.At Thermo Fisher Scientific, we recently made a significant step in this direction with the launch of the Ion Torrent Genexus System, the first research NGS solution that automates the entire specimen to report workflow in a single day with only two touch points.Having said that, there is no doubt that sequencing will eventually become as common as performing a classical blood check. The question is, rather, when will it happen?
In my opinion, that will largely depend not exclusively on the reduction of the overall NGS cost, but rather our ability to expand our understanding of the genomic variants clinical implications. As for now, only a limited fraction of variants can be clearly classified and associated with either a clinical condition or a drug treatment benefit. In my view, it is rather a matter of knowledge than merely a problem of costs. We use blood testing not only because it is easy and cheap, but because we can generate valuable and meaningful information through it.MC: The number of individuals undergoing direct-to-consumer genetic testing at home is on the rise. In your opinion, what impact is this having on the use of genetic testing in the clinical spaceLQ: Direct-to-consumer (DTC) genetic testing is an interesting recent phenomenon that in my view poses several questions, mainly regarding the quality of the results it provides. Several regulatory agencies have expressed concerns and are now acting with the aim of monitoring this market. In this initial and still immature phase of DTC, I strongly advocate for the implementation of a regulatory framework that should be considered not a barrier to wide genomic testing access but rather a safeguard.Should that framework be implemented, then DTC market expansion will have a positive effect on the use of genetic testing in the clinical space, as an audience of genetic-educated patients will also inevitably push physicians toward the adoption of genomics in medicine.
Should the DTC genetic market be given complete freedom, I am concerned that it would negatively impact genetic testing in the clinical space, as people might be easily convinced that managing this kind of data is simplistic, and thus the value of a controlled and professionally regulated testing approach will lose value. I think of this in relation to the "Dr Google self-medication" phenomenon.MC: What challenges still exist in the use of NGS in diagnostics?LQ: Overall NGS data generation and interpretation is still perceived as being extremely complex. Furthermore, while we are witnessing an increase in policy coverage for NGS testing, reimbursement remains a practical issue as well as NGS results being restricted to very specific indications. Finally, limited medical education and awareness regarding the value of genetic testing remains high in the healthcare community, with a substantial knowledge gap between physicians working at large academic centres and those working in the community setting. It will take a shared collective effort to remove the above-mentioned barriers to allow broad adoption of NGS in routine diagnostics. No single company, as large as it could be, can achieve such results.
We at Thermo Fisher Scientific are on the front-line supporting precision medicine through partnering with a variety of major stakeholders in the field, from patient advocacy groups to medical associations and Pharma.
Luca Quagliata, Ph.D., Global Director of Medical Affairs for Thermo Fisher Scientific, was speaking to Molly Campbell, Science Writer, Technology Networks.References:
1. Clinical Exome Studies Have Inconsistent Coverage, Clinical Chemistry, Volume 66, Issue 1, January 2020, Pages 199206.
See the rest here:
Removing the Barriers to Broad Adoption of NGS in Diagnostics - Technology Networks
- A New Price Tag for Breast Cancer Genetic Testing - Video [Last Updated On: May 4th, 2015] [Originally Added On: May 4th, 2015]
- Genetic testing technologies - Video [Last Updated On: May 4th, 2015] [Originally Added On: May 4th, 2015]
- Prostate Cancer Genetic testing - Video [Last Updated On: May 4th, 2015] [Originally Added On: May 4th, 2015]
- Genetic Testing - Video [Last Updated On: May 4th, 2015] [Originally Added On: May 4th, 2015]
- Genetic Testing - One of the Best Things to Happen to Me - littlemamauk - Video [Last Updated On: May 4th, 2015] [Originally Added On: May 4th, 2015]
- BowelGene - genetic testing - Video [Last Updated On: May 4th, 2015] [Originally Added On: May 4th, 2015]
- Genetic Testing Fact Sheet - National Cancer Institute [Last Updated On: May 22nd, 2015] [Originally Added On: May 22nd, 2015]
- Genetic Testing - Genetics Home Reference [Last Updated On: May 22nd, 2015] [Originally Added On: May 22nd, 2015]
- FAQ About Genetic Testing - Genome.gov [Last Updated On: May 31st, 2015] [Originally Added On: May 31st, 2015]
- Regulation of Genetic Tests [Last Updated On: June 9th, 2015] [Originally Added On: June 9th, 2015]
- Types of Genetic Testing - Genetics Home Reference [Last Updated On: June 29th, 2015] [Originally Added On: June 29th, 2015]
- Genetic Testing: What You Should Know - FamilyDoctor.org [Last Updated On: July 3rd, 2015] [Originally Added On: July 3rd, 2015]
- Genetic Testing - BRCA1 & BRCA2 Mutations | Susan G. Komen [Last Updated On: July 6th, 2015] [Originally Added On: July 6th, 2015]
- What is genetic testing? - Genetics Home Reference [Last Updated On: July 6th, 2015] [Originally Added On: July 6th, 2015]
- Genomics |Genetic Testing [Last Updated On: August 24th, 2015] [Originally Added On: August 24th, 2015]
- What is genetic testing? - American Cancer Society [Last Updated On: August 24th, 2015] [Originally Added On: August 24th, 2015]
- Genetic testing - WebMD [Last Updated On: September 2nd, 2015] [Originally Added On: September 2nd, 2015]
- Genetic Testing and Screening | Florida Hospital [Last Updated On: September 2nd, 2015] [Originally Added On: September 2nd, 2015]
- Genetic Testing Toledo OH - DNA Diagnostics Center [Last Updated On: September 29th, 2015] [Originally Added On: September 29th, 2015]
- Genetics - Genetic testing and counselling - NHS Choices [Last Updated On: October 25th, 2015] [Originally Added On: October 25th, 2015]
- Genetic Testing Germantown MD - DNA Diagnostics Center [Last Updated On: February 18th, 2016] [Originally Added On: February 18th, 2016]
- GeneDx | Genetic Testing Company | The DNA Diagnostic Experts [Last Updated On: February 18th, 2016] [Originally Added On: February 18th, 2016]
- Genetic Testing - kidshealth.org [Last Updated On: February 24th, 2016] [Originally Added On: February 24th, 2016]
- BRCA1 and BRCA2: Cancer Risk and Genetic Testing [Last Updated On: February 29th, 2016] [Originally Added On: February 29th, 2016]
- Genetic Testing - Breastcancer.org - Breast Cancer ... [Last Updated On: April 4th, 2016] [Originally Added On: April 4th, 2016]
- Frequently Asked Questions About Genetic Testing - Genome.gov [Last Updated On: April 10th, 2016] [Originally Added On: April 10th, 2016]
- Pregnancy & Prenatal Testing: Genetic Testing for Inherited ... [Last Updated On: April 19th, 2016] [Originally Added On: April 19th, 2016]
- Genetic Testing | Family Caregiver Alliance [Last Updated On: April 19th, 2016] [Originally Added On: April 19th, 2016]
- Genetic Testing - American Medical Association [Last Updated On: April 19th, 2016] [Originally Added On: April 19th, 2016]
- Genetic Testing - Cancer Treatment | CTCA [Last Updated On: April 19th, 2016] [Originally Added On: April 19th, 2016]
- genome.gov - FAQ About Genetic Testing [Last Updated On: April 27th, 2016] [Originally Added On: April 27th, 2016]
- Family Cancer Genetics Program at UC San Diego Moores ... [Last Updated On: May 2nd, 2016] [Originally Added On: May 2nd, 2016]
- Genetic Testing - Benefits, costs, and risks of genetic testing [Last Updated On: May 13th, 2016] [Originally Added On: May 13th, 2016]
- Myriad Genetics | Healthcare Professionals | About Genetic ... [Last Updated On: May 13th, 2016] [Originally Added On: May 13th, 2016]
- Genetic Testing | Gluten-Free Society [Last Updated On: May 13th, 2016] [Originally Added On: May 13th, 2016]
- Genetic testing - Canadian Cancer Society [Last Updated On: May 13th, 2016] [Originally Added On: May 13th, 2016]
- Genetic Testing and Molecular Biomarkers [Last Updated On: May 13th, 2016] [Originally Added On: May 13th, 2016]
- genetic testing | Britannica.com [Last Updated On: May 13th, 2016] [Originally Added On: May 13th, 2016]
- Genetic Testing: Best Defense Against Breast Cancer? [Last Updated On: May 13th, 2016] [Originally Added On: May 13th, 2016]
- Genetic Testing | Issue List [Last Updated On: May 13th, 2016] [Originally Added On: May 13th, 2016]
- Jewish Genetics, Part 1: Jewish Populations (Ashkenazim ... [Last Updated On: June 19th, 2016] [Originally Added On: June 19th, 2016]
- What Is Genetic Testing -- Information About Genetic Testing [Last Updated On: June 23rd, 2016] [Originally Added On: June 23rd, 2016]
- Genetic Testing Report - genome.gov [Last Updated On: June 23rd, 2016] [Originally Added On: June 23rd, 2016]
- Good Laboratory Practices for Molecular Genetic Testing ... [Last Updated On: June 26th, 2016] [Originally Added On: June 26th, 2016]
- Genetics and Cancer | American Cancer Society [Last Updated On: July 18th, 2016] [Originally Added On: July 18th, 2016]
- Genetic testing - FSH Society [Last Updated On: September 22nd, 2016] [Originally Added On: September 22nd, 2016]
- Myriad Genetics | Patients & Families | Genetic Testing 101 [Last Updated On: September 22nd, 2016] [Originally Added On: September 22nd, 2016]
- BRCA1 and BRCA2: Cancer Risk and Genetic Testing Fact Sheet ... [Last Updated On: September 22nd, 2016] [Originally Added On: September 22nd, 2016]
- FAQ About Genetic Testing - National Human Genome Research ... [Last Updated On: September 22nd, 2016] [Originally Added On: September 22nd, 2016]
- Genetic testing - Wikipedia [Last Updated On: November 1st, 2016] [Originally Added On: November 1st, 2016]
- Genetic Testing for Cancer Risk | Cancer.Net [Last Updated On: November 25th, 2016] [Originally Added On: November 25th, 2016]
- Cancer Genetics Risk Assessment and Counseling (PDQ ... [Last Updated On: December 20th, 2016] [Originally Added On: December 20th, 2016]
- Patients Who Tested Positive For Genetic Mutations Fear Bias ... - NPR - NPR [Last Updated On: July 1st, 2017] [Originally Added On: July 1st, 2017]
- Genetic Testing for the Healthy - Harvard Medical School (registration) [Last Updated On: July 1st, 2017] [Originally Added On: July 1st, 2017]
- Genetic testing Overview - Mayo Clinic [Last Updated On: July 1st, 2017] [Originally Added On: July 1st, 2017]
- The real reason why all women should get their DNA tested - Quartz [Last Updated On: July 4th, 2017] [Originally Added On: July 4th, 2017]
- DNA insurance: Why genetic testing could revolutionise the industry - Verdict [Last Updated On: July 4th, 2017] [Originally Added On: July 4th, 2017]
- Everything you need to know about the Government plan for genetic testing to treat cancer patients - BreakingNews.ie [Last Updated On: July 4th, 2017] [Originally Added On: July 4th, 2017]
- Greater access to genetic testing needed for cancer diagnosis and treatment - Cancer Research UK [Last Updated On: July 5th, 2017] [Originally Added On: July 5th, 2017]
- Chief medical officer calls for gene testing revolution - BBC News - BBC News [Last Updated On: July 5th, 2017] [Originally Added On: July 5th, 2017]
- Genetic Testing Facilities and Cost - Breastcancer.org [Last Updated On: July 5th, 2017] [Originally Added On: July 5th, 2017]
- Greater access to genetic testing needed for cancer diagnosis and ... - Medical Xpress [Last Updated On: July 7th, 2017] [Originally Added On: July 7th, 2017]
- Global Breast Cancer Predictive Genetic Testing Market Outlook 2022 - PR Newswire (press release) [Last Updated On: July 7th, 2017] [Originally Added On: July 7th, 2017]
- Invitae: Growth in Genetic Testing - Moneyshow.com (registration) [Last Updated On: July 7th, 2017] [Originally Added On: July 7th, 2017]
- Cystic Fibrosis Among Asians: Why Ethnicity-Based Genetic Testing is Obsolete - PLoS Blogs (blog) [Last Updated On: July 7th, 2017] [Originally Added On: July 7th, 2017]
- Hospital gets cardiac genetic test service created in memory of broadcaster's son - Belfast Telegraph [Last Updated On: July 8th, 2017] [Originally Added On: July 8th, 2017]
- David Frost cardiac genetic testing service opens - BBC News - BBC News [Last Updated On: July 8th, 2017] [Originally Added On: July 8th, 2017]
- UK's chief medical officer calls for gene testing revolution in cancer treatment - Daily Nation [Last Updated On: July 8th, 2017] [Originally Added On: July 8th, 2017]
- Konica Minolta buys US genetic test maker in $1B deal - BioPharma Dive [Last Updated On: July 10th, 2017] [Originally Added On: July 10th, 2017]
- Checking the cost of a genetic test - Chicago Tribune - Chicago Tribune [Last Updated On: July 11th, 2017] [Originally Added On: July 11th, 2017]
- Genomic Testing in Oncology: From Single Genes to Whole Genomes - Labiotech.eu (blog) [Last Updated On: July 12th, 2017] [Originally Added On: July 12th, 2017]
- Direct-To-Consumer Genetic Testing Can Be a Trip Down the Rabbit Hole - Newswise (press release) [Last Updated On: July 12th, 2017] [Originally Added On: July 12th, 2017]
- DNA Diagnostics Center brings four genetic testing options to retail - Drug Store News [Last Updated On: July 12th, 2017] [Originally Added On: July 12th, 2017]
- Jeans for Genes Day stall at Taree City Centre - Gloucester Advocate [Last Updated On: July 31st, 2017] [Originally Added On: July 31st, 2017]
- She thought she was Irish until a DNA test opened a 100-year-old mystery - Chicago Tribune [Last Updated On: July 31st, 2017] [Originally Added On: July 31st, 2017]
- Genetic testing: The new way to identify and train elite athletes? - USA TODAY High School Sports [Last Updated On: July 31st, 2017] [Originally Added On: July 31st, 2017]
- Mail order genetic tests for health risks. How much do you want to ... - KOMO News [Last Updated On: July 31st, 2017] [Originally Added On: July 31st, 2017]
- Genetic Testing: Finding the cause of your infertility ... [Last Updated On: July 31st, 2017] [Originally Added On: July 31st, 2017]
- SF's Invitae to acquire two prenatal genetic screening firms - SFGate [Last Updated On: August 1st, 2017] [Originally Added On: August 1st, 2017]
- For Indian doctors, it's written in the genes not stars - Economic Times [Last Updated On: August 1st, 2017] [Originally Added On: August 1st, 2017]