The focus of the ongoing GenoVA study is to “determine the clinical effectiveness of polygenic risk score testing among patients at high genetic risk for at least one of six diseases measured by time-to-diagnosis of prevalent or incident disease over 24 months,” according to the National Institutes of Health.
The scientists used data obtained from 36,423 patients enrolled in the Mass General Brigham Biobank. The six diseases they researched were:
The polygenic scores were then tested among 227 healthy adult patients to determine their risk for the six diseases. The researchers found that:
11% of the patients had a high-risk score for atrial fibrillation,
7% for coronary artery disease,
8% for diabetes, and
6% for colorectal cancer.
Among the subjects used for the study:
15% of the men in the study had a high-risk score for prostate cancer, and
13% of the women in the study had a high score for breast cancer.
The researchers concluded that the implementation of PRS may help improve disease prevention and management and give doctor’s a way to assess a patient’s risk for these conditions. They published their findings in the journal Nature Medicine, titled, “Development of a Clinical Polygenic Risk Score Assay and Reporting Workflow.”
“We have shown that [medical] laboratory assay development and PRS reporting to patients and physicians are feasible … As the performance of PRS continues to improve—particularly for individuals of underrepresented ancestry groups—the implementation processes we describe can serve as generalizable models for laboratories and health systems looking to realize the potential of PRS for improved patient health,” the researchers wrote.
Using PRS in Clinical Decision Support
Polygenetic risk scores examine multiple genetic markers for risk of certain diseases. A calculation based on hundreds or thousands of these genetic markers could help doctors and patients make personalized treatment decisions, a core tenet of precision medicine.
“As a primary care physician myself, I knew that busy physicians were not going to have time to take an entire course on polygenic risk scores. Instead, we wanted to design a lab report and informational resources that succinctly told the doctor and patient what they need to know to make a decision about using a polygenic risk score result in their healthcare,” epidemiologist Jason Vassy, MD, told The Harvard Gazette. Vassy is Associate Professor, Harvard Medical School at VA Boston Healthcare System and one of the authors of the research.
“This is another great example of precision medicine,” Jason Vassy, MD (above), Adjunct Assistant Professor, General Internal Medicine at Boston University School of Medicine, told WebMD. “There’s always been a tantalizing idea that someone’s genetic makeup might help tailor preventative medicine and treatment.” Personalized clinical laboratory testing is increasingly becoming based on an individual’s genetics. (Photo copyright: Harvard Medical School.)
Increasing Diversity of Patients in Genomic Research
The team did encounter some challenges during their analysis. Because most existing genomic research was performed on persons of European descent, the risk scores are less accurate among non-European populations. The researchers for this study addressed this limitation by applying additional statistical methods to qualify accurate PRS calculations across multiple racial groups.
“Researchers must continue working to increase the diversity of patients participating in genomics research,” said Matthew Lebo, PhD, Chief Laboratory Director, Laboratory Molecular Medicine, at Mass General Brigham and one of the authors of the study. “In the meantime, we were heartened to see that we could generate and implement valid genetic scores for patients of diverse backgrounds,” he told The Harvard Gazette.
The team hopes the scores may be utilized in the future to help doctors and patients make better decisions regarding preventative care and screenings.
“It’s easy to say that everyone needs a colonoscopy at age 45,” Vassy told WebMD. “But what if you’re such a low risk that you could put it off for longer? We may get to the point where we understand risk so much that someone may not need one at all.”
Future of PRS in Clinical Decision Making
The scientists plan to enroll more than 1,000 patients in a new program and track them for two years to assess how medical professionals use PRS in clinical care. It is feasible that patients who are at high risk for certain diseases may opt for more frequent screenings or take preventative medicines to mitigate their risk.
“Getting to that point will take time,” Vassy added. “But I can see this type of information playing a role in shared decision making between doctor and patient in the near future.”
The team also established resources and educational materials to assist both doctors and patients in using the scores.
“It’s still very early days for precision prevention,” Vassy noted, “but we have shown it is feasible to overcome some of the first barriers to bringing polygenic risk scores into the clinic.”
More research and studies are needed to prove the effectiveness of using PRS tests in clinical care and determine its role in customized treatment plans based on personal genetics. Nevertheless, pathologists and medical scientists will want to follow the GenoVA study.
“It is probably most helpful to think of polygenic risk scores as a risk factor for disease, not a diagnostic test or an indication that an individual will certainly develop the disease,” Vassy said. “Most diseases have complex, multifactorial etiologies, and a high polygenic risk score is just one piece of the puzzle.”
Pathologists and clinical laboratory managers may want to stay informed as researchers in the GenoVA study tease new useful diagnostic insights from their ongoing study of the whole human genome. Meanwhile, the GenoVA team is moving forward with the 1,000-patient study with the expectation that this new knowledge may enable earlier and more accurate diagnoses of the health conditions that were the focus of the GenoVA study.
At that reduced cost, clinical laboratories in developing countries with no access to WGS could have it as a critical tool in their fight against the spread of deadly bacteria and viruses
New research into a low-cost way to sequence bacterial genomes—for as little as $10—is predicted to give public health authorities in low- and middle-income countries (LMICs) a new tool with which to more quickly identify and control disease outbreaks.
This new approach offers an alternative to more expensive Whole genome sequencing (WGS) methodologies, which clinical laboratories in developed countries typically use to identify and track outbreaks of infectious diseases. And with SARS-CoV-2 variants resulting in increased COVID-19 infections, the ability to perform low-cost, rapid, and accurate WGS is becoming increasingly important.
But for many developing countries that need it the most, the cost of WGS has kept this critical technology out of reach.
Now, a global consortium of scientists has successfully established an efficient and inexpensive pipeline for the worldwide collection and sequencing of bacterial genomes. The large-scale sequencing method could potentially provide researchers in LIMCs with tools to sequence large numbers of bacterial and viral pathogens. This discovery also could strengthen research collaborations and help tackle future pandemics.
The team of scientists, led by researchers at the Earlham Institute and the University of Liverpool, both located in the UK, are confident their technology can be made accessible to clinical laboratories in LMICs around the globe.
“It has been 26 years since the first bacterial genome was sequenced, and it is now possible to sequence bacterial isolates at scale,” Neil Hall, PhD (above), director of the Earlham Institute and one of the authors of the study, told Genetic Engineering and Biotechnology News. “However, access to this game-changing technology for scientists in low- and middle-income countries has remained restricted. The need to ‘democratize’ the field of pathogen genomic analysis prompted us to develop a new strategy to sequence thousands of bacterial isolates with collaborators based in many economically challenged countries.” (Photo copyright: Earlham Institute.)
Streamlining Collection and Sequencing
The international team of scientists aimed their innovative WGS approach at streamlining the collection and sequencing of bacterial isolates (variants). The researchers collected more than 10,400 clinical and environmental bacterial isolates from several LMICs in less than a year. They optimized their sample logistics pipeline by transporting the bacterial isolates as thermolysates from other countries to the UK. Those isolates were sequenced using a low cost, low input automated method for rapid WGS. They then performed the gene library construction and DNA sequencing analysis for a total reagent cost of less than $10 per genome.
The scientists focused their research on Salmonella enterica, a pathogen that causes infections and deadly diseases in human populations. Non-typhoidal Salmonella (NTS) have been associated with enterocolitis, a zoonotic disease in humans linked to industrial food production.
Because the disease is common in humans, there have been more genome sequences generated for Salmonella than any other type of germ.
“In recent years, new lineages of NTS serovars Typhimurium and Enteritidis have been recognized as common causes of invasive bloodstream infections (iNTS disease), responsible for about 77,000 deaths per year worldwide,” the researchers wrote in their Gen Biology paper. “Approximately 80% of deaths due to iNTS disease occurs in sub-Saharan Africa, where iNTS disease has become endemic.”
Increasing Access to Genomics Technologies in Developing Countries
The research consortium 10,000 Salmonella Genomes Project (10KSG) led the large-scale WGS initiative. The alliance involves contributors from 25 institutions in 16 countries and was designed to generate information relevant to the epidemiology, drug resistance, and virulence factors of Salmonella using WGS techniques.
“One of the most significant challenges facing public health researchers in LMICs is access to state-of-the-art technology, Jay Hinton, PhD, Professor of Microbial Pathogenesis at the University of Liverpool and one of the paper’s authors, told Technology Networks. “For a combination of logistical and economic reasons, the regions associated with the greatest burden of severe bacterial disease have not benefited from widespread availability of WGS. The 10,000 Salmonella genomes project was designed to begin to address this inequality.”
The authors noted in their study that the costs associated with sequencing have remained high mostly due to sample transportation and library construction and the fact that there are only a few centers in the world that have the ability to handle large-scale bacterial genome projects.
“Limited funding resources led us to design a genomic approach that ensured accurate sample tracking and captured comprehensive metadata for individual bacterial isolates, while keeping costs to a minimum for the Consortium,” Hall told Genetic Engineering and Biotechnology News(GEN). “The pipeline streamlined the large-scale collection and sequencing of samples from LMICs.”
“The number of publicly available sequenced Salmonella genomes reached 350,000 in 2021 and are available from several online repositories,” he added. “However, limited genome-based surveillance of Salmonella infections has been done in LMICs, and the existing dataset did not accurately represent the Salmonella pathogens that are currently causing disease across the world.”
The $10 cost is designed to help healthcare systems in developing countries identify the specific genetic composition of infectious diseases. That’s the necessary first step for developing a diagnostic test that enables physicians to make an accurate diagnosis and initiate appropriate therapy.
“The adoption of large-scale genome sequencing and analysis of bacterial pathogens will be an enormous asset to public health and surveillance in LMI countries,” molecular microbiologist Blanca Perez Sepulveda, PhD, told GEN. Sepulveda is a postdoctoral Researcher at the University of Liverpool and one of the authors of the study.
Improvement in next-generation sequencing technology has reduced costs, shortened turnaround time (TAT), and improved accuracy of whole genome sequencing. Once this low-cost method for collecting and transporting bacterial sequences becomes widely available, clinical laboratories in developing countries may be able to adopt it for genome analysis of different strains and variants of bacteria and viruses.
Genomic sequencing continues to benefit patients through precision medicine clinical laboratory treatments and pharmacogenomic therapies
EDITOR’S UPDATE—Jan. 26, 2022: Since publication of this news briefing, officials from Genomics England contacted us to explain the following:
The “five million genome sequences” was an aspirational goal mentioned by then Secretary of State for Health and Social Care Matt Hancock, MP, in an October 2, 2018, press release issued by Genomics England.
As of this date a spokesman for Genomics England confirmed to Dark Daily that, with the initial goal of 100,000 genomes now attained, the immediate goal is to sequence 500,000 genomes.
This goal was confirmed in a tweet posted by Chris Wigley, CEO at Genomics England.
In accordance with this updated input, we have revised the original headline and information in this news briefing that follows.
What better proof of progress in whole human genome screening than the announcement that the United Kingdom’s 100,000 Genome Project has not only achieved that milestone, but will now increase the goal to 500,000 whole human genomes? This should be welcome news to clinical laboratory managers, as it means their labs will be positioned as the first-line provider of genetic data in support of clinical care.
Many clinical pathologists here in the United States are aware of the 100,000 Genome Project, established by the National Health Service (NHS) in England (UK) in 2012. Genomics England’s new goal to sequence 500,000 whole human genomes is to pioneer a “lasting legacy for patients by introducing genomic sequencing into the wider healthcare system,” according to Technology Networks.
The importance of personalized medicine and of the power of precise, accurate diagnoses cannot be understated. This announcement by Genomics England will be of interest to diagnosticians worldwide, especially doctors who diagnose and treat patients with chronic and life-threatening diseases.
Building a Vast Genomics Infrastructure
Genetic sequencing launched the era of precision medicine in healthcare. Through genomics, drug therapies and personalized treatments were developed that improved outcomes for all patients, especially those suffering with cancer and other chronic diseases. And so far, the role of genomics in healthcare has only been expanding, as Dark Daily covered in numerous ebriefings.
Genomics England, which is wholly owned by the Department of Health and Social Care in the United Kingdom, was formed in 2012 with the goal of sequencing 100,000 whole genomes of patients enrolled in the UK National Health Service. That goal was met in 2018, and now the NHS aspires to sequence 500,000 genomes.
“The last 10 years have been really exciting, as we have seen genetic data transition from being something that is useful in a small number of contexts with highly targeted tests, towards being a central part of mainstream healthcare settings,” Richard Scott, MD, PhD (above), Chief Medical Officer at Genomics England told Technology Networks. Much of the progress has found its way into clinical laboratory testing and precision medicine diagnostics. (Photo copyright: Genomics England.)
Genomics England’s initial goals included:
To create an ethical program based on consent,
To set up a genomic medicine service within the NHS to benefit patients,
To make new discoveries and gain insights into the use of genomics, and
To begin the development of a UK genomics industry.
To gain the greatest benefit from whole genome sequencing (WGS), a substantial amount of data infrastructure must exist. “The amount of data generated by WGS is quite large and you really need a system that can process the data well to achieve that vision,” said Richard Scott, MD, PhD, Chief Medical Officer at Genomics England.
In early 2020, Weka, developer of the WekaFS, a fully parallel and distributed file system, announced that it would be working with Genomics England on managing the enormous amount of genomic data. When Genomics England reached 100,000 sequenced genomes, it had already gathered 21 petabytes of data. The organization expects to have 140 petabytes by 2023, notes a Weka case study.
Putting Genomics England’s WGS Project into Action
WGS has significantly impacted the diagnosis of rare diseases. For example, Genomics England has contributed to projects that look at tuberculosis genomes to understand why the disease is sometimes resistant to certain medications. Genomic sequencing also played an enormous role in fighting the COVID-19 pandemic.
Scott notes that COVID-19 provides an example of how sequencing can be used to deliver care. “We can see genomic influences on the risk of needing critical care in COVID-19 patients and in how their immune system is behaving. Looking at this data alongside other omics information, such as the expression of different protein levels, helps us to understand the disease process better,” he said.
What’s Next for Genomics Sequencing?
As the research continues and scientists begin to better understand the information revealed by sequencing, other areas of scientific study like proteomics and metabolomics are becoming more important.
“There is real potential for using multiple strands of data alongside each other, both for discovery—helping us to understand new things about diseases and how [they] affect the body—but also in terms of live healthcare,” Scott said.
Along with expanding the target of Genomics England to 500,000 genomes sequenced, the UK has published a National Genomic Strategy named Genome UK. This plan describes how the research into genomics will be used to benefit patients. “Our vision is to create the most advanced genomic healthcare ecosystem in the world, where government, the NHS, research and technology communities work together to embed the latest advances in patient care,” according to the Genome UK website.
Clinical laboratories professionals with an understanding of diagnostics will recognize WGS’ impact on the healthcare industry. By following genomic sequencing initiatives, such as those coming from Genomics England, pathologists can keep their labs ready to take advantage of new discoveries and insights that will improve outcomes for patients.
Low prices to encourage consumers to order its WGS service is one way Veritas co-founder and genetics pioneer George Church hopes to sequence 150,000 genomes by 2021
By announcing an annotated whole-genome sequencing (WGS) service to consumers for just $599, Veritas Genetics is establishing a new price benchmark for medical laboratories and gene testing companies. Prior to this announcement in July, Veritas priced its standard myGenome service at $999.
“There is no more comprehensive genetic test than your whole genome,” Rodrigo Martinez, Veritas’ Chief Marketing and Design Officer, told CNBC. “So, this is a clear signal that the whole genome is basically going to replace all other genetic tests. And this [price drop] gets it closer and closer and closer.”
Pathologists and clinical laboratory managers will want to watch to see if Veritas’ low-priced, $599 whole-genome sequencing becomes a pricing standard for the genetic testing industry. Meanwhile, the new price includes not only the sequencing, but also an expert analysis of test results that includes information on more than 200 conditions, Veritas says.
“The focus in our industry is shifting from the cost of sequencing genomes to interpretation capabilities and that’s where our secret sauce is,” said Veritas CEO Mirza Cifric in a news release. “We’ve built and deployed a world class platform to deliver clinically-actionable insights at scale.” The company also says it “achieved this milestone primarily by deploying internally-developed machine learning and AI [artificial intelligence] tools as well as external tools—including Google’s DeepVariant—and by improving its in-house lab operations.”
The myGenome service offers 30x WGS, which Veritas touts in company documentation as the “gold standard” for sequencing, compared to the less-precise 0.4x WGS.
The myGenome service is available only in the United States.
Will Whole-Genome Sequencing Replace Other Genetic Tests?
Veritas was co-founded by George Church, PhD, a pioneer of personal genomics through his involvement with the Harvard Personal Genome Project at Harvard Medical School. In a press release announcing the launch of myGenome in 2016, Veritas described its system as “the world’s first whole genome for less than $1,000, including interpretation and genetic counseling.”
Church predicts that WGS will someday replace other genetic tests, such as the genotyping used by personal genomics and biotechnology company 23andMe.
“Companies like 23andMe that are based on genotyping technology basically opened the market over the last decade,” Martinez explained in an interview with WTF Health. “They’ve done an incredible job of getting awareness in the general population.”
However, he goes on to say, “In genotyping technology, you
are looking at very specific points of the genome, less than half of one
percent, a very small amount.”
Martinez says Veritas is sequencing all 6.4 billion letters
of the genome. And, with the new price point, “we’re closer to realizing that
seismic shift,” he said in the news release.
“This is the inflection point,” Martinez told CNBC.
“This is the point where the curve turns upward. You reach a critical mass when
you are able to provide a product that gives value at a specific price point.
This is the beginning of that. That’s why it’s seismic.”
Rodrigo Martinez (above), Veritas’ Chief Marketing and Design Officer, told CNBC, “The only way we’re going to be able to truly extract the value of the genome for a healthier society is going to be analyzing millions of genomes that have been sequenced. And the only way we can get there is by reducing the price so that more consumers can sequence their genome.” Photo copyright: Twitter.)
Payment Models Not Yet Established by Government, Private
Payers
However, tying WGS into personalized medicine that leads to actionable diagnoses may not be easy. Robin Bennett, PhD (hon.), a board certified senior genetic counselor and Professor of Medicine and Medical Genetics at UW School of Medicine, told CNBC, “[Healthcare] may be moving in that direction, but the payment for testing and for services, it hasn’t moved in the preventive direction. So, unless the healthcare system changes, these tests may not be as useful because … the healthcare system hasn’t caught up to say, ‘Yes, we support payment for this.’”
“Insurers are looking for things where, if you get the
information, there’s something you can do with it and that both the provider
and the patient are willing and able to use that information to do things that
improve their health,” Phillips told CNBC. “Insurers are very interested
in using genetic testing for prevention, but we need to . . . demonstrate that
the information will be used and that it’s a good trade-off between the
benefits and the costs.”
Sequencing for Free If You Share Your Data
Church may have an answer for that as well—get biopharmaceutical companies to foot the bill. Though Veritas’ new price for their myGenome service is significantly lower than before, it’s not free. That’s what Nebula Genomics, a start-up genetics company in Massachusetts co-founded by Church, offers people willing to share the data derived from their sequencing. To help biomedical researchers gather data for their studies, Nebula provides free or partially-paid-for whole-genome sequencing to qualified candidates.
“Nebula will enable individuals to get sequenced at much
lower cost through sequencing subsidies paid by the biopharma industry,” Church
told BioSpace.
“We need to bring the costs of personal genome sequencing close to zero to
achieve mass adoption.”
So, will lower-priced whole-genome sequencing catch on?
Perhaps. It’s certainly popular with everyday people who want to learn their
ancestry or predisposition to certain diseases. How it will ultimately affect
clinical laboratories and pathologists remains to be seen, but one thing is
certain—WGS is here to stay.
Access to vast banks of genomic data is powering a new wave of assessments and predictions that could offer a glimpse at how genetic variation might impact everything from Alzheimer’s Disease risk to IQ scores
Anatomic pathology groups and clinical laboratories have become accustomed to performing genetic tests for diagnosing specific chronic diseases in humans. Thanks to significantly lower costs over just a few years ago, whole-genome sequencing and genetic DNA testing are on the path to becoming almost commonplace in America. BRCA 1 and BRCA 2 breast cancer gene screenings are examples of specific genetic testing for specific diseases.
However, a much broader type of testing—called polygenic scoring—has been used to identify certain hereditary traits in animals and plants for years. Also known as a genetic-risk score or a genome-wide score, polygenic scoring is based on thousands of genes, rather than just one.
Now, researchers in Cambridge, Mass., are looking into whether it can be used in humans to predict a person’s predisposition to a range of chronic diseases. This is yet another example of how relatively inexpensive genetic tests are producing data that can be used to identify and predict how individuals get different diseases.
Assessing Heart Disease Risk through Genome-Wide Analysis
Sekar Kathiresan, MD, Co-Director of the Medical and Population Genetics program at Broad Institute of MIT/Harvard and Director of the Center for Genomics Medicine at Massachusetts General Hospital (Mass General); and Amit Khera, MD, Cardiology Fellow at Mass General, told MIT Technology Review “the new scores can now identify as much risk for disease as the rare genetic flaws that have preoccupied physicians until now.”
“Where I see this going is that, at a young age, you’ll basically get a report card,” Khera noted. “And it will say for these 10 diseases, here’s your score. You are in the 90th percentile for heart disease, 50th for breast cancer, and the lowest 10% for diabetes.”
However, as the MIT Technology Review article points out, predictive genetic testing, such as that under development by Khera and Kathiresan, can be performed at any age.
“If you line up a bunch of 18-year-olds, none of them have high cholesterol, none of them have diabetes. It’s a zero in all the columns, and you can’t stratify them by who is most at risk,” Khera noted. “But with a $100 test we can get stratification [at the age of 18] at least as good as when someone is 50, and for a lot of diseases.”
Sekar Kathiresan, MD (left), Co-Director of the Medical and Population Genetics program at Broad Institute at MIT/Harvard and Director of the Center for Genomics Medicine at Massachusetts General Hospital; and Amit Khera, MD (right), Cardiology Fellow at Mass General, are researching ways polygenic scores can be used to predict the chance a patient will be prone to develop specific chronic diseases. Anatomic pathology biomarkers and new clinical laboratory performed genetic tests will likely follow if their research is successful. (Photo copyrights: Twitter.)
Polygenic Scores Show Promise for Cancer Risk Assessment
“It was also striking how results from population-based studies were reproduced using data from electronic health records, a database not ideally designed for specific research questions and [which] is certainly not a population-based sample,” she continued.
The UCSD study highlights one of the unique benefits of polygenic scores. A person’s DNA is established in utero. However, predicting predisposition to specific chronic diseases prior to the onset of symptoms has been a major challenge to developing diagnostics and treatments. Should polygenic risk scores prove accurate, they could provide physicians with a list of their patients’ health risks well in advance, providing greater opportunity for early intervention.
Future Applications of Polygenic Risk Scores
In the January issue of the British Medical Journal (BMJ), researchers from UCSD outlined their development of a polygenic assessment tool to predict the age-of-onset of aggressive prostate cancer. As Dark Daily recently reported, for the first time in the UK, prostate cancer has surpassed breast cancer in numbers of deaths annually and nearly 40% of prostate cancer diagnoses occur in stages three and four. (See, “UK Study Finds Late Diagnosis of Prostate Cancer a Worrisome Trend for UK’s National Health Service,” May 23, 2018.)
An alternative to PSA-based testing, and the ability to differentiate aggressive and non-aggressive prostate cancer types, could improve outcomes and provide healthcare systems with better treatment options to reverse these trends.
While the value of polygenic scores should increase as algorithms and results are honed and verified, they also will most likely add to concerns raised about the impact genetic test results are having on patients, physicians, and genetic counselors.
And, as the genetic testing technology of personalized medicine matures, clinical laboratories will increasingly be required to protect and distribute much of the protected health information (PHI) they generate.
Nevertheless, when the data produced is analyzed and combined with other information—such as anatomic pathology testing results, personal/family health histories, and population health data—polygenic scores could isolate new biomarkers for research and offer big-picture insights into the causes of and potential treatments for a broad spectrum of chronic diseases.
