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Clinical Laboratories and Pathology Groups

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Clinical Laboratories and Pathology Groups

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Duke University Researchers Unveil New Method for Detecting Blood Doping in Athletes by Analyzing Changes in RNA in Red Blood Cells That Could Lead to Opportunities for Clinical Laboratories

Until now, blood doping by athletes to increase performance has been difficult to detect by organizations dedicated to doping-free sports

Research into DNA and RNA keeps resulting in potential new opportunities for anatomic pathologists and clinical laboratories to conduct more precise testing. One recent example comes from Duke University (Duke) where researchers announced they’ve created microRNA-based tests that could be used to monitor blood doping in athletes, a news release reported.

According to the researchers, the finding could reveal athletes who removed their blood, took out the red blood cells, and transfused the cells into their bodies before competition. When conducted by medical laboratory professionals, such autologous blood therapies can enhance oxygen intake and increase performance during sports. However, these “self-transfusions” have been difficult to detect using current methods and that highlights the importance of ensuring these procedures are carried out by authorized healthcare facilities.

The researchers published their findings in the British Journal of Haemotology.

Research Focuses on RNA in Red Blood Cells

The World Anti-Doping Agency (WADA), an international organization aimed at research and education for doping-free sport, funded the Duke University research. WADA currently uses the Athlete Biological Passport to assess, over time, competitors’ body chemistries.

As the Duke researchers explored nucleic acids in red blood cells, they found that the cells actually do have a nucleus, contrary to popular belief. From there, they honed in on RNA.

Short RNA pieces, called microRNA (miRNA), control production of proteins in a cell, according to the researchers.

“While once thought to lack nucleic acids, red blood cells actually contain diverse and abundant RNA species,” the scientists noted in their paper. “In addition, proteomic analyses of red blood cells have identified the presence of Argonaute 2 (AGO2), supporting the regulatory function of miRNAs.”

The methodology Duke researchers followed involved these steps, among others:

  • Three units of blood were drawn from volunteers;
  • The researchers removed the white blood cells and about 80% of the plasma;
  • The remaining red blood cells were pure, just as they would need to be by someone doing autologous transfusion;
  • The researchers analyzed cell RNA samples at specific daily intervals: 1, 3, 7, 10, 14, 28, 36, and, 42 days;
  • They then compared samples to day 1 and recorded changes in RNA due to storage.

The researchers found:

  • Two types of miRNA increased during storage and two declined; and,
  • miR-720 had the most dramatic and consistent changes.

They concluded that finding increased miR-720 in athletes’ blood could be used as a biomarker for detecting stored red blood cells, which could indicate blood doping had taken place.

“The difficulty has been that the tests [WADA] have couldn’t tell the difference between a young blood cell and an old one,” Jen-Tsan Ashley Chi, MD, PhD, lead researcher on the study and Duke’s Associate Professor in Molecular Genetics and Microbiology, noted in the news release. “This increase in miR-720 is significant enough and consistent enough that it could be used as a biomarker for detecting stored red blood cells.” Chi is affiliated with Duke’s Center for Genomic and Computational Biology. (Photo copyright: Duke University.)

Implications for Detecting Blood Doping

How does this help clinical laboratories detect blood doping in athletes?

The researchers explained that RNA changes were, indeed, tell-tale signs of old blood cells circulating with normal cells. Those old blood cells could identify an athlete who did a self-transfusion of their blood before a competition.

However, before the test is used in sports more research is needed. Activity by the enzyme angiogenin in stored cells also is worthy of more exploration, as is its role in breaking apart larger RNA, the researchers noted.

“While autologous blood transfusions in athletes is very difficult to identify using conventional tests, it may be detectable based on the presence of red blood cells with levels of miR-720 significantly higher than the normal circulating cells. Further investigations will be necessary to identify the signals during red blood cell storage that stimulate angiogenin activation,” the study paper concluded.

Clinical Laboratories Involved in Sports Testing

In its 2017 Anti-Doping Testing Figures Report, WADA reported 322,050 samples were analyzed, a 7.1% increase from 300,565 samples in 2016. WADA accredits medical laboratories worldwide for conducting such analyses according to the organization’s code. This presents opportunities in sports medicine for medical laboratories to increase revenue through a new line of diagnostic tests.

In fact, the University of California-Los Angeles (UCLA) Olympic Analytical Laboratory is the world’s largest WADA-accredited sports testing facility. Clinical laboratory leaders interested in performing analyses of doping controls for sports—according to WADA’s standards—can contact the organization for its accreditation process.

The Duke study exemplifies how clinical laboratories can extend their services beyond patient care and enter a new realm of leveling playing fields worldwide.

—Donna Marie Pocius

Related Information:

New Finding Could Unmask Blood Doping in Athletes

Angiogenin-mediated tRNA Cleavage as a Novel Feature of Stored Red Blood Cells

Blood and Blood Components

2017 Anti-Doping Testing Figures Report

WADA Accreditation Process

UK Study Reveals 535 New Genes Associated with High Blood Pressure; Could it Lead to a New Genetic Test Panel for Clinical Laboratories?

UK study shows how LDTs may one day enable physicians to identify patients genetically predisposed to chronic disease and prescribe lifestyle changes before medical treatment becomes necessary

Could genetic predisposition lead to clinical laboratory-developed tests (LDTs) that enable physicians to assess patients’ risk for specific diseases years ahead of onset of symptoms? Could these LDTs inform treatment/lifestyle changes to help reduce the chance of contracting the disease?

A UK study into the genetics of one million people with high blood pressure reveals such tests could one day exist.

Researchers at Queen Mary University of London and Imperial College London uncovered 535 new gene regions affecting hypertension in the largest ever worldwide genetic study of blood pressure, according to a news release.

They also confirmed 274 loci (gene locations) and replicated 92 loci for the first time.

“This is the most major advance in blood pressure genetics to date. We now know that there are over 1,000 genetic signals which influence our blood pressure. This provides us with many new insights into how our bodies regulate blood pressure and has revealed several new opportunities for future drug development,” said Mark Caulfield, MD,

Professor of Clinical Pharmacology at Queen Mary University of London, in the news release. He is also Director of the National Institute for Health Research Barts Biomedical Research Centre.

The researchers believe “this means almost a third of the estimated heritability for blood pressure is now explained,” the news release noted.

Clinical Laboratories May Eventually Get a Genetic Test Panel for Hypertension

Of course, more research is needed. But the study suggests a genetic test panel for hypertension may be in the future for anatomic pathologists and medical laboratories. Physicians might one day be able to determine their patients’ risks for high blood pressure years in advance and advise treatment and lifestyle changes to avert medical problems.

By involving more than one million people, the study also demonstrates how ever-growing pools of data will be used in research to develop new diagnostic assays.

The researchers published their study in Nature Genetics.

The video above summarizes research led by Queen Mary University of London and Imperial College London, which found over 500 new gene regions that influence people’s blood pressure, in the largest global genetic study of blood pressure to date. Click here to view the video. (Photo and caption copyright: Queen Mary University of London.)

Genetics Influence Blood Pressure More Than Previously Thought

In addition to identifying hundreds of new genetic regions influencing blood pressure, the researchers compared people with the highest genetic risk of high blood pressure to those in the low risk group. Based on this comparison, the researchers determined that all genetic variants were associated with:

  • “having around a 13 mm Hg higher blood pressure;
  • “having 3.34 times the odds for increased risk of hypertension; and,
  • “1.52 times the odds for increased risk of poor cardiovascular outcomes.”

“We identify 535 novel blood pressure loci that not only offer new biological insights into blood pressure regulation, but also highlight shared genetic architecture between blood pressure and lifestyle exposures. Our findings identify new biological pathways for blood pressure regulation with potential for improved cardiovascular disease prevention in the future,” the researchers wrote in Nature Genetics.

Other Findings Link Known Genes and Drugs to Hypertension

The UK researchers also revealed the Apolipoprotein E (ApoE) gene’s relation to hypertension. This gene has been associated with both Alzheimer’s and coronary artery diseases, noted Lab Roots. The study also found that Canagliflozin, a drug used in type 2 diabetes treatment, could be repurposed to also address hypertension.

“Identifying genetic signals will increasingly help us to split patients into groups based on their risk of disease,” Paul Elliott, PhD, Professor, Imperial College London Faculty of Medicine, School of Public Health, and co-lead author, stated in the news release. “By identifying those patients who have the greatest underlying risk, we may be able to help them to change lifestyle factors which make them more likely to develop disease, as well as enabling doctors to provide them with targeted treatments earlier.”

Working to Advance Precision Medicine

The study shares new and important information about how genetics may influence blood pressure. By acquiring data from more than one million people, the UK researchers also may be setting a new expectation for research about diagnostic tests that could become part of the test menu at clinical laboratories throughout the world. The work could help physicians and patients understand risk of high blood pressure and how precision medicine and lifestyle changes can possibly work to prevent heart attacks and strokes among people worldwide.

—Donna Marie Pocius

Related Information:

Study of One Million People Leads to World’s Biggest Advance in Blood Pressure Genetics

Researchers Find 535 New Gene Regions That Influence Blood Pressure

Genetic Analysis of Over One Million Identifies 535 New Loci Associated with Blood Pressure Traits

The Facts About High Blood Pressure

High Blood Pressure Breakthrough: Over 500 Genes Uncovered

Study of a Million People Reveals Hypertension Genes

 

Genetic Testing as Part of Primary Care and Precision Medicine is Underway at NorthShore University HealthSystem and Geisinger Health

Both health systems will use their EHRs to track genetic testing data and plan to bring genetic data to primary care physicians

Clinical laboratories and pathology groups face a big challenge in how to get appropriate genetic and molecular data into electronic health record (EHR) systems in ways that are helpful for physicians. Precision medicine faces many barriers and this is one of the biggest. Aside from the sheer enormity of the data, there’s the question of making it useful and accessible for patient care. Thus, when two major healthcare systems resolve to accomplish this with their EHRs, laboratory managers and pathologists should take notice.

NorthShore University HealthSystem in Illinois and Geisinger Health System in Pennsylvania and New Jersey are working to make genetic testing part of primary care. And both reached similar conclusions regarding the best way for primary care physicians to make use of the information.

One area of common interest is pharmacogenomics.

At NorthShore, two genetic testing programs—MedClueRx and the Genetic and Wellness Assessment—provide doctors with more information about how their patients metabolize certain drugs and whether or not their medical and family histories suggest they need further, more specific genetic testing.

“We’re not trying to make all of our primary care physicians into genomic experts. That is a difficult strategy that really isn’t scalable. But we’re giving them enough tools to help them feel comfortable,” Peter Hulick, MD, Director of the Center for Personalized Medicine at NorthShore, told Healthcare IT News.

Conversely, Geisinger has made genomic testing an automated part of primary care. When patients visit their primary care physicians, they are asked to sign a release and undergo whole genome sequencing. An article in For the Record describes Geisinger’s program:

“The American College of Medical Genetics and Genomics classifies 59 genes as clinically actionable, with an additional 21 others recommended by Geisinger. If a pathogenic or likely pathogenic variant is found in one of those 80 genes, the patient and the primary care provider are notified.”

William Andrew Faucett (left) is Director of Policy and Education, Office of the Chief Scientific Officer at Geisinger Health; and Peter Hulick, MD (right), is Director of the Center for Personalized Medicine at NorthShore University HealthSystem. Both are leading programs at their respective healthcare networks to improve precision medicine and primary care by including genetic testing data and accessibility to it in their patients’ EHRs. (Photo copyrights: Geisinger/NorthShore University HealthSystem.)

The EHR as the Way to Access Genetic Test Results

Both NorthShore and Geisinger selected their EHRs for making important genetic information accessible to primary care physicians, as well as an avenue for tracking that information over time.

Hulick told Healthcare IT News that NorthShore decided to make small changes to their existing Epic EHR that would enable seemingly simple but actually complex actions to take place. For example, tracking the results of a genetic test within the EHR. According to Hulick, making the genetic test results trackable creates a “variant repository,” also known as a Clinical Data Repository.

“Once you have that, you can start to link it to other information that’s known about the patient: family history status, etc.,” he explained. “And you can start to build an infrastructure around it and use some of the tools for clinical decision support that are used in other areas: drug/drug interactions, reminders for flu vaccinations, and you can start to build on those decision support tools but apply them to genomics.”

Like NorthShore, Geisinger is also using its EHR to make genetic testing information available to primary care physician when a problem variant is identified. They use EHR products from both Epic and Cerner and are working with both companies to streamline and simplify the processes related to genetic testing. When a potentially problematic variant is found, it is listed in the EHR’s problem list, similar to other health issues.

Geisinger has developed a reporting system called GenomeCOMPASS, which notifies patients of their results and provides related information. It also enables patients to connect with a geneticist. GenomeCOMPASS has a physician-facing side where primary care doctors receive the results and have access to more information.

Andrew Faucett, Senior Investigator (Professor) and Director of Policy and Education, Office of the Chief Scientific Officer at Geisinger, compares the interpretation of genetic testing to any other kind of medical testing. “If a patient gets an MRI, the primary care physicians doesn’t interpret it—the radiologist does,” adding, “Doctors want to help patients follow the recommendations of the experts,” he told For the Record.

The Unknown Factor

Even though researchers regularly make new discoveries in genomics, physicians practicing today have had little, if any, training on how to incorporate genetics into their patients’ care. Combine that lack of knowledge and training with the current lack of EHR interoperability and the challenges in using genetic testing for precision medicine multiply to a staggering degree.

One thing that is certain: the scientific community will continue to gather knowledge that can be applied to improving the health of patients. Medical pathology laboratories will play a critical role in both testing and helping ensure results are useful and accessible, now and in the future.

—Dava Stewart

Related Information:

Introducing “Genomics and Precision Health”

How NorthShore Tweaked Its Epic EHR to Put Precision Medicine into Routine Clinical Workflows

Precise, Purposeful Health Care

Next-Generation Laboratory Information Management Systems Will Deliver Medical Laboratory Test Results and Patient Data to Point of Care, Improving Outcomes, Efficiency, and Revenue

Mayo Clinic Researchers Find Some Bacteria Derail Weight Loss, Suggest Analysis of Individuals’ Microbiomes; a Clinical Lab Test Could Help Millions Fight Obesity

CDC reports more than 93-million US adults are obese, and health issues related to obesity include heart disease, stroke, type 2 diabetes, and cancers

In recent years, the role of the human microbiome in weight loss or weight gain has been studied by different research groups. There is keen interest in this subject because of the high rates of obesity, and diagnostic companies know that development of a clinical laboratory test that could assess how an individual’s microbiome affects his/her weight would be a high-demand test.

This is true of a study published this year in Mayo Clinic Proceedings. Researchers at Mayo Clinic looked at obese patients who were in an active lifestyle intervention program designed to help them lose weight. It was determined that gut microbiota can have a role in both hindering weight loss and supporting weight loss.

Gut Microbiota More Complicated than Previously Thought

The Mayo researchers determined “an increased abundance of Phascolarctobacterium was associated with [successful weight loss]. In contrast, an increased abundance of Dialister and of genes encoding gut microbial carbohydrate-active enzymes was associated with failure to [lose] body weight. A gut microbiota with increased capability for carbohydrate metabolism appears to be associated with decreased weight loss in overweight and obese patients undergoing a lifestyle intervention program.”

How do bacteria impede weight loss? Vandana Nehra, MD, Mayo Clinic Gastroenterologist and co-senior author of the study, explained in a news  release.

“Gut bacteria have the capacity to break down complex food particles, which provides us with additional energy. And this is normally is good for us,” she says. “However, for some individuals trying to lose weight, this process may become a hindrance.”

Put another away: people who more effectively metabolized carbohydrates were the ones who struggled to drop the pounds, New Atlas pointed out.

Vandana Nehra, MD (left), and Purna Kashyap, MBBS (right), are Mayo Clinic Gastroenterologists and co-senior authors of the Mayo study. “While we need to replicate these findings in a bigger study, we now have an important direction to pursue in terms of potentially providing more individualized strategies for people who struggle with obesity,” Nehra noted in the news release. Thus, precision medicine therapy for obese individuals could be based on Mayo Clinic’s research. (Photo copyright: Mayo Clinic.)

Mayo Study Provides Clues to Microbiota Potential in Weight Loss

The Mayo researchers wanted to know how gut bacteria behave in people who are trying to lose weight.

They recruited 26 people, ranging in age from 18 to 65, from the Mayo Clinic Obesity Treatment Research Program. Fecal stool samples, for researchers’ analysis, were collected from participants at the start of the three-month study period and at the end.  The definition of successful weight loss was at least 5% of body weight.

Researchers found the following, according Live Science:

  • 2 lbs. lost, on average, among all participants;
  • Nine people were successful, losing an average of 17.4 lbs.;
  • 17 people did not meet the goal, losing on average just 3.3 lbs.; and,
  • More gut bacterial genes that break down carbohydrates were found in stool samples of the unsuccessful weight loss group, as compared to the successful dieters.

The researchers concluded that “An increased abundance of microbial genes encoding carbohydrate-active enzyme pathways and a decreased abundance of Phascolarctobacterium in the gut microbiota of obese and overweight individuals are associated with failure to lose at least 5% weight following a 3-month comprehensive lifestyle intervention program.”

Purna Kashyap, MBBS, Mayo Clinic Gastroenterologist and co-senior author of the study, told Live Science, “The study suggests there is a need to take the microbiome into account in clinical studies (on weight loss), and it also provides an important direction to pursue in terms of providing individualized care in obesity.” The very basis of precision medicine.

Future Weight-Loss Plans Based on Patient’s Microbiota

The Mayo Clinic researchers acknowledged the small sample size and need for more studies with larger samples over a longer time period. They also noted in their paper that Dialister has been associated with oral infections, such as gingivitis, and its role in energy expenditure and metabolism is unclear.

Still, the study suggests that it may soon be possible to give people individualized weight loss plans based on their gut bacteria. Clinical laboratory professionals and pathologists will want to stay abreast of follow-up studies and replication of findings by other research teams. A future medical laboratory test to analyze patients’ microbiomes could help obese people worldwide as well as lab business volume.

—Donna Marie Pocius

Related Information:

Gut Microbial Carbohydrate Metabolism Hinders Weight Loss in Overweight Adults Undergoing Lifestyle Intervention with a Volumetric Diet

Gut Microbiota from Twins Discordant for Obesity Modulate Metabolism in Mice

CDC: Adult Obesity Facts

Makeup of an Individual’s Gut Bacteria May Play Role in Weight Loss, Mayo Study Suggests

Struggle to Lose Weight? Your gut Bacteria May Be to Blame

Your Gut Bacteria May Make It Harder to Lose Weight

Diet Hit a Snag? Your Gut Bacteria May be Partly to Blame

Can’t Lose Weight? Your Gut Bacteria Could be to Blame, According to Study

Richness of Human Gut Microbiome Correlates with Metabolic Markers

Annual Medical Spending Attributable to Obesity: Payer- and Service-Specific Estimates

5 Ways Gut Bacteria Affect Your Health

Cornell Researchers Identify Gut Microbes That May Help Some People Remain Thin; Findings Could Result in Clinical Laboratory Tests to Analyze Microbiomes of Individuals

Clinical Laboratories Might Soon be Diagnosing Obesity and Guiding Therapies that Utilize Engineered Microbes

Precision Medicine’s Most Successful Innovators to Speak in Nashville, including Vanderbilt Univ. Med. Center, Illumina, Geisinger Health, Northwell Health

Genetic testing, gene sequencing done by clinical laboratories and anatomic pathology groups underpin how first-mover hospitals, health networks are improving patient outcomes

In just a few weeks, an unprecedented gathering will bring together the nation’s most prominent first-mover health networks, hospitals, and companies operating programs that deliver precision medicine daily to patients in clinical care settings.

On Sept. 12-13, 2018, “Breakthroughs with Genetic and Precision Medicine: What All Health Network CEOs Need to Know,” will take place at the Hutton Hotel in Nashville, Tenn. “What differentiates these sessions is the emphasis on each organization’s strategy, how it launched its precision medicine programs, what is improving in patient outcomes, and how payers are reimbursing for these services,” stated Robert L. Michel, Executive Director of the Precision Medicine Institute in Austin, Texas. “This is not about the science of precision medicine. Rather, it is about the practical elements required for any hospital, health system, or physician group to actually set up and deliver a precision medicine service to patients on a daily basis.”

Precision Medicine’s First-Mover Hospitals and Providers to Speak

Health systems and hospitals headlining this special conference are:

Companies scheduled to present include:

  • Illumina;
  • Humana;
  • Sonic Healthcare USA;
  • Genome Medical;
  • CQuentia, and,
  • S. HealthTek.

Exhibitors include the above, plus: Thermo Fisher, Philips, Sunquest, and MyGenetx.

“This meeting will give you the insider’s understanding about delivering precision medicine in real patient care settings that cannot be accessed at other venues,” noted Michel. “The goal is to have first-mover providers share their experiences, thus providing a road map that other hospitals, physician practices, and other providers at this conference can take back and follow with confidence.”

Michel said that sessions will be dedicated to precision medicine strategies, how it is being used in oncology, primary care, the role of pharmacogenomics, and use of healthcare big data. Speakers will describe the clever ways innovative health networks and hospitals are using healthcare big data to inform physicians in ways that improve outcomes, lower the cost of care and, in two real-world case studies, are generating seven-figure reimbursement from shared savings programs with certain health plans.

This year’s keynote address is by Jeffrey R. Balser, MD, PhD (above), President and CEO, Vanderbilt University Medical Center and Dean of the Vanderbilt University School of Medicine, one of the most progressive and innovative health systems in the country. (Photo copyright: Vanderbilt University.)

Using Healthcare Big Data to Achieve Precision Medicine Success, Shared Savings

“Shared savings successes will be one of the breakthrough achievements reported at the Nashville event,” he explained. “We’ve invited two prominent provider organizations to share how they are using healthcare big data to support physicians in achieving improved patient outcomes while at the same time impressively reducing the overall cost of care. To my knowledge, this is the first time these precision medicine case studies have been presented at a national meeting.”

One such presentation will be delivered by Philip Chen, MD, PhD, Chief Healthcare Informatics Officer at Sonic Healthcare USA Austin, Texas. Their precision medicine goal was to use healthcare big data to help physicians better manage diabetes and other chronic conditions in their practices. This program involved a large primary care practice and a major health insurer. Now in its fourth year, Sonic Healthcare USA is earning six- and seven-figure payments as part of a shared savings arrangement with the insurer.

“Shared savings is definitely a Holy Grail for all large health networks and physician groups as payers drop fee-for-service and switch providers to value-based payments,” said Michel. “The experience of Sonic Healthcare in this innovative three-way collaboration with an insurer and a very large physician group demonstrates that a strong data analytics capability and engagement with physicians can simultaneously bend the cost-of-care-curve downward while improving patient outcomes, as measured year-by-year. This is a presentation every C-Suite executive should attend.

Strategic, Business, Operational, and Financial Aspects of Precision Medicine

“This conference—centered upon the strategic, business, operational, and financial aspects of a precision medicine program—came to be because it is the unmet need of every health network CEO and C-Suite administrator,” observed Michel. “Every healthcare leader tasked with developing an effective clinical and financial strategy for his or her institution knows that the real challenge in launching a precision medicine program for patient care is not the science.

“Rather, the true challenges come from how to support clinical needs with the availability of capital, recruiting experienced clinicians, and putting the right informatics capabilities in place,” he stated. “Most hospital and health network administrators recognize the risk of launching a precision medicine program too early. They know such programs can suck up huge amounts of resources without producing significant improvements in patient care. What adds to the risk is that payers may be slow to reimburse for precision medicine.”

Register today to guarantee your place at “Breakthroughs with Genetic and Precision Medicine: What All Health Network CEOs Need to Know,” (or copy and paste this URL in your browser: https://dark.regfox.com/precision-medicine-institute).

Register by September 1 and save $300 on tuition! Plus, take advantage of our special Team Discount Program, so you and your key team members can get the most out of the conference by attending together.

“Breakthroughs with Genetic and Precision Medicine: What All Health Network CEOs Need to Know” is the gold-standard summit for everyone active or interested in succeeding with precision medicine programs. Don’t miss out—register today!

—Michael McBride

Related Information:

Breakthroughs with Genetic and Precision Medicine: What All Health Network CEOs Need to Know—Full Agenda and Details

Breakthroughs with Genetic and Precision Medicine: What All Health Network CEOs Need to Know—Registration information

Ongoing Growth in Consumer Genetic Testing Pressures Hospitals, Healthcare Networks to Educate and Prepare Physicians

Syapse Creates Precision Medicine Council That Quickly Attracted 200 of the Biggest Hospitals and Health Networks as Members

When Ramping Up Genomic Programs, Health Network/Hospital CEOs and Executives Must Consider Emerging Technologies, Swiftly Rising Consumer Demand

Precision Medicine Success Hinges on Diagnostics’ Clinical Utility

Precision Medicine and Sharing Medical Data in Real Time: Opportunities and Barriers

Ongoing Growth in Volume of Clinical Laboratory Tests That Support Precision Medicine Due to Physician Acceptance; Payers Still Have Concerns

 

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