New biomarkers for cancer therapies derived from the research could usher in superior clinical laboratory diagnostics that identify a patient’s suitability for personalized drug therapies and treatments
Once approved for clinical use, not only would these biomarkers become targets for specific cancer therapies, they also would require development of new diagnostic tests that anatomic pathologists could use to determine whether a biomarker was present in a patient.
If yes, the drug can be administered. If no, the patient is not a candidate for that drug. Thus, this research may produce both diagnostic biomarkers and therapeutic targets.
Relevance of In-Depth Tumor Profiling to Support Clinical Decision-Making
In the Swiss “Tumor Profiler” (TuPro) project, the research team is examining the cellular composition and biology of tumors of 240 patients with melanoma, ovarian cancer, and acute myeloid leukemia. Recruitment for the study began in 2018. Today, the melanoma cohort is fully enrolled, and the ovarian cancer and acute myeloid leukemia cohorts are nearing complete enrollment.
“The Tumor Profiler Study is an observational clinical study combining a prospective diagnostic approach to assess the relevance of in-depth tumor profiling to support clinical decision-making (“fast diagnostic loop”) with an exploratory approach to improve the biological understanding of disease (“exploratory science loop”),” the TuPro website states.
The graphic above taken from the Tumor Profiler project paper illustrates how the TuPro study’s workflow entails patient enrollment, sample collection, analysis by different technology platforms, and data integration, creation and discussion of molecular research and summary reports, discussion of treatment options in pre-tumor boards and the final treatment decision in tumor boards. (Photo copyright: Cancer Cell.)
In their published paper, the Swiss researchers say these three cancers were selected for the study “based on the potential clinical benefit and availability of sufficient tumor material for simultaneous analysis across all technologies.”
According to a University Hospital Basel blog post, the TuPro project examination of each cancer tumor goes “much further than the limited use of molecular biological methods” used by leading hospitals. “This results in huge amounts of data per patient, which we process and analyze using data science methods,” stated data scientist Gunnar Rätsch, PhD (above), Professor for BiomedicalInformatics at ETH Zurich and one of the study’s corresponding authors, in the blog post. This research could lead to new precision medicine biomarkers for clinical laboratory cancer diagnostics and therapies. (Photo copyright: ETH Zurich.)
The TuPro Project’s findings are available to doctors who analyze them at interdisciplinary tumor board meetings and generate treatment options, creating a “fast diagnostic loop” with an estimated four-week turnaround time from surgery to tumor board. “This approach has the potential to alter current diagnostics and paves the way for the translation of comprehensive molecular profiling into clinical decision-making,” the study’s authors wrote in Cancer Cell.
Could Oncologists Be Making Better Precision Medicine Decisions?
In its writeup on the TuPro Project’s research, Precision Oncology News concluded that the Swiss study “is rooted in the researchers’ notion that oncologists are not making the best personalized treatment decisions for patients by relying just on targeted DNA profiling using next-generation sequencing and digital pathology-based tests.
“The researchers within the TuPro consortium hypothesized that integrating a more comprehensive suite of omics tests could lead to a more complete understanding of patients’ tumors, including providing insights into the tumor microenvironment, heterogeneity, and ex vivo responses to certain drugs. This, in turn, could help inform the best course of treatment,” Precision Oncology News added.
“With the Tumor Profiler study, we want to show that the widespread use of molecular biological methods in cancer medicine is not only feasible, but also has specific clinical benefits,” said TuPro consortium member Viola Heinzelmann-Schwarz, MD, Head of Gynecological Oncology at University Hospital Basel, in an ET Zurich news release.
New Precision Medicine Biomarkers from TuPro’s Molecular Analysis
Researchers in the study also are investigating whether and what influence the molecular analysis had on doctors’ therapy decisions.
The University Hospital Basal blog notes the long-term benefits of the Tumor Profiler approach is to expand the personalized-medicine therapy options for patients, including determining whether patients would benefit in certain cases “if they were not treated with drugs from standard therapy, but with drugs that have been approved for other types of cancer.”
Anatomic pathologists and clinical laboratory scientists will want to take note of the TuPro project’s ultimate success or failure, since it could usher in changes in cancer treatments and bring about the need for new diagnostic tests for cancer biomarkers.
The study ‘shows that measurement using a urine test provides improved accuracy relative to other measurement methods, for example certain kinds of blood tests,’ a KI news release states
Researchers at the Karolinska Institute (KI) in Sweden have developed a non-invasive urine-based test that can identify what type of asthma a patient has and its severity. If developed into a clinical laboratory diagnostic, such a test also could give clinicians a better idea of what treatment is more likely to be effective—a core goal of precision medicine.
Another benefit of this methodology is that it is a non-invasive test. Should further studies conclude that this urine-based test produces accurate results acceptable for clinical settings, medical laboratories would certainly be interested in offering this assay, particularly for use in pediatric patients who are uncomfortable with the venipunctures needed to collect blood specimens. Also, given the incidence of asthma in the United States, there is the potential for a urine-based asthma test to generate a substantial number of test requests.
The objective of the study, according to the Karolinska Institute researchers, was “To test if urinary eicosanoid metabolites can direct asthma phenotyping.” The team used mass spectrometry to measured certain lipid biomarkers (prostaglandins and leukotrienes), which are known to play a key role in the inflammation that occurs during asthma attacks.
According to a KI news release, “The study is based on data from the U-BIOPRED study (Unbiased BIOmarkers in PREDiction of respiratory disease outcomes), which was designed to investigate severe asthma. The study included 400 participants with severe asthma, which often requires treatment with corticosteroid tablets, nearly 100 individuals with milder forms of asthma, and 100 healthy control participants.”
“We discovered particularly high levels of the metabolites of the mast cell mediator prostaglandin D2 and the eosinophil product leukotriene C4 in asthma patients with what is referred to as Type 2 inflammation. Using our methodology, we were able to measure these metabolites with high accuracy and link their levels to the severity and type of asthma,” said Johan Kolmert, PhD (above), a post-doctoral researcher at the Institute of Environmental Medicine, Karolina Institute, and first author of the study, in the KI news release. If perfected, such accuracy could lead to effective precision medicine clinical laboratory tests. (Photo copyright: Karolinska Institute.)
More Accurate Testing Could Lead to Biomarker-guided Precision Medicine
In the US alone, 25,131,132 people currently suffer from asthma, about five million of which are children under the age of 18, according to 2019 CDC statistics. The World Health Organization (WHO) reports that worldwide, “Asthma affected an estimated 262 million people in 2019 and caused 461,000 deaths.”
People with mild asthma may have good success using steroid inhalers. However, for those with moderate to severe asthma where inhalers are not effective, oral corticosteroids may also be necessary. But corticosteroids have been associated with high blood pressure and diabetes, among other negative side effects.
“To replace corticosteroid tablets, in recent times several biological medicines have been introduced to treat patients with Type 2 inflammation characterized by increased activation of mast cells and eosinophils,” said Sven-Erik Dahlén, Professor at the Institute of Environmental Medicine, Karolinska Institute, in the news release.
Currently, there are no simple tests that show what type of asthma a patient has. Instead, clinicians rely on lung function tests, patient interviews, allergy tests, and blood tests.
Earlier this year, researchers at Brigham and Women’s Hospital and Exosome Diagnostics in Massachusetts investigated a non-invasive, urine-based test for transplant rejection. According to a news release, “Patients can spend up to six years waiting for a kidney transplant. Even when they do receive a transplant, up to 20% of patients will experience rejection.”
“If rejection is not treated, it can lead to scarring and complete kidney failure. Because of these problems, recipients can face life-long challenges,” said Jamil Azzi, MD, Director of the Kidney Transplantation Fellowship Program at Brigham and Women’s Hospital, and Associate Professor of Medicine at Harvard School of Medicine. “Our goal is to develop better tools to monitor patients without performing unnecessary biopsies. We try to detect rejection early, so we can treat it before scarring develops,” he said.
Detecting Bladder Cancer with Urine Testing
Another condition where urine tests are being investigated is bladder cancer. An article in Trends in Urology and Men’s Health states, “Several point-of-care urine tests have been developed to help identify patients who may be at higher risk of bladder cancer.” Those tests could have the potential for use in primary care, which could mean fewer people would need invasive, painful, and risk-carrying cystoscopies.
“New tests to help identify hematuria patients who are at a higher risk of cancer would help to improve the diagnostic pathway, reduce the number diagnosed by emergency presentation, lessen the burden on urology services, and spare those who do not have cancer an invasive and costly examination, such as cystoscopy,” the article’s authors wrote.
These urine-based tests are still under investigation by various research teams and more research is needed before clinical trials can be conducted and the tests can be submitted for regulatory approval. Though still in the early stages of development, urine-based diagnostic testing represents far less invasive, and therefore safer, ways to identify and treat various diseases.
Studies into how the elements in urine might be used as biomarkers for clinical laboratory tests may lead to improved non-invasive precision medicine diagnostics that could save many lives.
Many other healthcare systems also are partnering with private genetic testing companies to pursue research that drive precision medicine goals
It is certainly unusual when a major health network announces that it will give away free genetic tests to 10,000 of its patients as a way to lay the foundation to expand clinical services involving precision medicine. However, pathologists and clinical laboratory managers should consider this free genetic testing program to be the latest marketplace sign that acceptance of genetic medicine continues to move ahead.
Notably, it is community hospitals that are launching this
new program linked to clinical laboratory research that uses genetic tests for
specific, treatable conditions. The purpose of such genetic research is to
identify patients who would benefit from test results that identify the best
therapies for their specific conditions, a core goal of precision medicine.
Clinical laboratory leaders will be interested in this
initiative, as well other partnerships between healthcare systems and private
genetic testing companies aimed at identifying and enrolling patients in
research studies for disease treatment protocols and therapies.
The Future of Precision Medicine
Modern Healthcare reported that data from the WholeMe DNA study, which was funded through donations to the AdventHealth Foundation, also will be used by the healthcare network for research beyond FH, as AdventHealth develops its genomics services. The project’s cost is estimated to reach $2 million.
“Genomics is the future of medicine, and the field is rapidly evolving. As we began our internal discussions about genomics and how to best incorporate it at AdventHealth, we knew research would play a strong role,” Wes Walker MD, Director, Genomics and Personalized Health, and Associate CMIO at AdventHealth, told Becker’s Hospital Review.
“We decided to focus on familial hypercholesterolemia
screening initially because it’s a condition that is associated with
life-threatening cardiovascular events,” he continued. “FH is treatable once
identified and finding those who have the condition can lead to identifying
other family members who are subsequently identified who never knew they had
the disease.”
The AdventHealth Orlando website states that participants in the WholeMe study receive information stored in a confidential data repository that meets HIPAA security standards. The data covers ancestry and 22 other genetic traits, such as:
Asparagus Odor Detection
Bitter Taste
Caffeine Metabolism
Cilantro Taste Aversion
Circadian Rhythm
Coffee Consumption
Delayed Sleep
Earwax Type
Endurance vs Power
Exercise Impact on Weight
Eye Color
Freckling
Hair Curl and Texture
Hand Grip Strength
Height
Lactose Tolerance
Sleep Duration
Sleep Movement
Sleeplessness
Sweet Tooth
Tan vs. Sunburn
Waist Size
Those who test positive for a disease-causing FH variant will be referred by AdventHealth for medical laboratory blood testing, genetic counseling, and a cardiologist visit, reported the Ormond Beach Observer.
One in 250 people have FH, and 90% of them are undiagnosed,
according to the FH Foundation,
which also noted that children have a 50% chance of inheriting FH from parents
with the condition.
AdventHealth plans to expand the free testing beyond central
Florida to its 46 other hospitals located in nine states, Modern Healthcare
noted.
Other Genetics Data Company/Healthcare Provider Partnerships
Helix (above) is one of the world’s largest CLIA-certified, CAP-accredited next-generation sequencing labs. The partnership with AdventHealth offered study participants Exome+: a panel-grade medical exome enhanced by more than 300,000 informative non-coding regions; a co-branded ancestry + traits DNA product for all participants; secure storage of genomic data for the lifetime of the participant; infrastructure and data to facilitate research; and in-house clinical and scientific expertise, according to Helix’s website. (Photo copyright: Orlando Sentinel.)
Business Insider noted that Helix has focused on clinical partnerships for about a year and seems to be filling a niche in the genetic testing market.
“Helix is able to sidestep the costs of direct-to-consumer
marketing and clinical test development, while still expanding its customer
base through predefined hospital networks. And the company is in a prime
position to capitalize on providers’ interest in population health management,”
Business Insider reported.
Ochsner’s program is the first “fully digital population
health program” aimed at including clinical genomics data in primary care in an
effort to affect patients’ health, FierceHealthcare
reported.
Hereditary breast and ovarian cancer due to
mutations in BRCA1 and BRCA2 genes;
Lynch
syndrome, associated with colorectal and other cancers; and
FH.
Color also offers genetic testing and whole genome sequencing services to NorthShore’s DNA10K program, which plans to test 10,000 patients for risk for hereditary cancers and heart diseases, according to news release.
And, Jefferson Health offered Color’s genetic testing to the healthcare system’s 33,000 employees, 10,000 of which signed up to learn their health risks as well as ancestry, a Color blog post states.
“Understanding the genome warning signals of every patient will be an essential part of wellness planning and health management,” said Geisinger Chief Executive Officer David Feinberg, MD, when he announced the new initiative at the HLTH (Health) Conference in Las Vegas. “Geisinger patients will be able to work with their family physician to modify their lifestyle and minimize risks that may be revealed,” he explained. “This forecasting will allow us to provide truly anticipatory healthcare instead of the responsive sick care that has long been the industry default across the nation.”
It will be interesting to see how and if genetic tests—free
or otherwise—will advance precision medicine goals and population health
treatments. It’s important for medical laboratory leaders to be involved in health
network agreements with genetic testing companies. And clinical laboratories should
be informed whenever private companies share their test results data with
patients and primary care providers.
AUSTIN, Texas (December 23, 2019) — Entering its third year,Precision Medicine Institute has quickly gained a world-renowned reputation by differentiating itself from other precision medicine conferences. Rather than information delivered by clinicians speaking strictly about the practice of precision medicine and the science behind it, Precision Medicine Institute stands apart by delivering crucial management and operational intelligence from those who have already initiated (and learned from) their own precision medicine programs.
With an updated design, refreshed navigation, and richer content, the new Precision Medicine Institutewebsite makes it easier for hospital CEOs and their colleagues—those who are overseeing daily the doctors, labs, and pharmacies working to deliver precision medicine services to their health systems’ patients—to tap the important business-side knowledge and guidance they need.
“Exciting site additions and enhancements are planned over the coming weeks including more illuminating White Papers, enlightening e-briefings, thought-provoking thought leadership, and more,” said Robert Michel, founder of the Precision Medicine Institute. “We’re very proud to fill this informational void in the precision medicine industry, and we encourage hospital executives to take advantage of all the new features the website has to offer.”
Precision-medicine-institute.com puts readers up close and personal with the leaders from first-mover hospitals and health systems in the Oncology/Cancer, Infectious Disease/Antimicrobial Stewardship, Pharmacogenomics, Population Health Management and many more areas, in order to inform and educate on the keys to running a top Precision Medicine program.
The all-new Precision Medicine Institute website provides:
Thought leadership from a first-rank faculty of precision medicine innovators and leaders
Practical knowledge about what is working and what is not among the nation’s best precision medicine initiatives
Essential guidance vital to launching and managing a best-of-class precision medicine program
The unique value precision-medicine-institute.com brings to its audience is that it puts at their fingertips indispensable intelligence from those who are already hands-on with successful precision medicine programs, and can speak from real-world experience. To see the new website, to learn more about Precision Medicine Institute, and to sign up for timely and relevant precision medicine program operational &management updates, visit precision-medicine-institute.com.
ABOUT PRECISION MEDICINE INSTITUTE
Precision Medicine Institute has the unique mission of bringing together the executive leaders and physician leaders of the nation’s leading healthcare organizations, health systems, and corporations to understand the successes of first-movers and early-adopters as they bring precision medicine into clinical settings. The emphasis is on high-level knowledge of business strategies, clinical initiatives, and operational requirements needed to implement and sustain a clinically-effective and financially-sustainable precision medicine service that measurably improves patient care while helping hospitals avoid costs and generating ample reimbursement.
Half of the genes identified were found to be singletons, unique to specific individuals, offering the possibility of developing precision medicine therapies targeted to specific patients, as well as clinical laboratory tests
Microbiologists and other medical laboratory scientists may soon have more useful biomarkers that aid in earlier, more accurate detection of disease, as well as guiding physicians to select the most effective therapies for specific patients, a key component of Precision Medicine.
The scientists also found that more than half of the bacterial genes examined occurred only once (called “singletons”) and were specific to each individual. A total of 11.8 million of these singletons came from oral samples and 12.6 million of them derived from gut samples, a Harvard news release noted.
In a paper published in Cell Host and Microbe the researchers state, “Despite substantial interest in the species diversity of the human microbiome and its role in disease, the scale of its genetic diversity, which is fundamental to deciphering human-microbe interactions, has not been quantified.”
To determine this quantity, the researchers conducted a meta-analysis of metagenomes from the human mouth and gut among 3,655 samples from 13 unique studies. Of their findings, they wrote, “We found staggering genetic heterogeneity in the dataset, identifying a total of 45,666,334 non-redundant genes (23,961,508 oral and 22,254,436 gut) at the 95% identity level.”
The scientists also found that while genes commonly found in
all the samples seemed to drive the basic functions of a microbe’s survival,
the singletons perform more specialized functions within the body, such as
creating barriers to protect the micro-organisms from external onslaughts and
helping to build up resistance to antibiotics.
“Some of these unique genes appear to be important in solving evolutionary challenges,” said Braden Tierney, a PhD student at Harvard Medical School and one of the authors of the study, in the news release. “If a microbe needs to become resistant to an antibiotic because of exposure to drugs, or suddenly faces a new selective pressure, the singleton genes may be the wellspring of genetic diversity the microbe can pull from to adapt,” he concluded.
‘More Genes in the Human Microbiome than Stars in the
Universe’
According to their published paper, the team of microbiologists and bioinformaticians pinpointed more than 46 million bacterial genes contained within 3,655 Deoxyribonucleic acid (DNA) samples. They identified 23,961,508 non-redundant genes in the oral samples and 22,254,436 non-redundant genes in the intestinal samples.
While similar research in the past has targeted bacteria in
either the gut or the mouth, the scientists believe their study is the first
that analyzed DNA collected from both areas simultaneously.
The graphic above, taken from the Harvard Medical School study, illustrates the ratio of singleton vs. non-singleton bacteria contained in human microbiome. The sheer amount of diversity seems to have impressed the scientists. “There may be more genes in the collective human microbiome than stars in the observable universe, and at least half of these genes appear to be unique to each individual,” the Harvard news release states. This diversity could lead to new precision medicine treatments and clinical laboratory diagnostics. (Graphic copyright: Harvard Medical School.)
“Just like no two siblings are genetically identical, no two bacterial strains are genetically identical, either,” said study co-author Chirag Patel, PhD, Assistant Professor of Biomedical Informatics at Harvard’s Blavatnik Institute. “Two members of the same bacterial strain could have markedly different genetic makeup, so information about bacterial species alone could mask critical differences that arise from genetic variation.”
The scientists also endeavored to determine the number of
genes that reside in the human microbiome but found the precise number difficult
to identify. One calculation estimated that number to be around 232 million,
while another suggested the number could be substantially higher.
“Whatever it may be, we hope that our catalog, along with a
searchable web application, will have many practical uses and seed many directions
of research in the field of host-microbe relationships,” stated Patel in the
news release.
New Diagnostics for Clinical Laboratories?
This type of research could have lasting effects on clinical
laboratories. As the volume of data generated by diagnostic testing of microbes
in patients opens new understanding of how these factors affect human disease
and create differences from one individual to another, the increased number of
genes and gene mutations mean that microbiology laboratories will increase
their use of information technology and analytical software tools.
“Ours is a gateway study, the first step on a what will
likely be a long journey toward understanding how differences in gene content
drive microbial behavior and modify disease risk,” said Tierney in the Harvard
news release.
That’s good news, because new biomarkers derived from such
research will help microbiologists and other clinical laboratory scientists
more accurately detect disease and identify the best therapies for individual
patients.
