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King’s College London Study Identifies Six Distinct ‘Types’ of COVID-19 Illness, Each with a Distinct ‘Cluster’ of Symptoms

The KCL researchers’ new models for predicting which patients will need hospitalization and breathing support may be useful for pathologists and clinical laboratory scientists

One more window into understanding the SARS-CoV-2 coronavirus may have just opened. A British study identified six distinct “clusters” of symptoms that the research scientists believe may help predict which patients diagnosed with COVID-19 will require hospitalization and respiratory support. If further research confirms these early findings, pathologists and medical laboratory managers may gain new tools to diagnose infections faster and more accurately.

Researchers from King’s College London (KCL) analyzed data gathered from the COVID Symptom Study App, a mobile-device application developed by health science company ZOE in collaboration with scientists and physicians at KCL and Massachusetts General Hospital, as well as:

Launched in March in the United Kingdom and extended to the United States and Sweden, the app has attracted more than four million users who track their health and potential COVID symptoms on a daily basis.

Increased Accuracy in Predicting COVID-19 Hospitalizations

On July 17, 2020, the Centers for Disease Control and Prevention (CDC) published “Symptom Profiles of a Convenience Sample of Patients with COVID-19—United States, January–April 2020,” which identifies cough, fever, and shortness of breath as the most typical symptoms of COVID-19. However, the KCL study takes those findings a step further.

KCL researchers identified six distinct “types” of COVID-19, each distinguished by a particular cluster of symptoms. They include headaches, muscle pains, fatigue, diarrhea, confusion, loss of appetite, shortness of breath, and more. The researchers also found that COVID-19 disease progression and outcome also vary significantly between people, ranging from mild flu-like symptoms or a simple rash to severe or fatal conditions.

Using app data logged by 1,600 users in March and April, the researchers developed an algorithm that combined information on age, gender, body mass index (BMI), and pre-existing conditions with recorded symptoms from the onset of the illness through the first five days. The researchers then tested the algorithm using a second independent dataset of 1,000 users, logged in May.

In a news release, the KCL researchers identified the six clusters of symptoms as:

  • Flu-like with No Fever: Headache, loss of smell, muscle pains, cough, sore throat, chest pain, no fever.
  • Flu-like with Fever: Headache, loss of smell, cough, sore throat, hoarseness, fever, loss of appetite.
  • Gastrointestinal: Headache, loss of smell, loss of appetite, diarrhea, sore throat, chest pain, no cough.
  • Severe Level One, Fatigue: Headache, loss of smell, cough, fever, hoarseness, chest pain, fatigue.
  • Severe Level Two, Confusion: Headache, loss of smell, loss of appetite, cough, fever, hoarseness, sore throat, chest pain, fatigue, confusion, muscle pain.
  • Severe Level Three, Abdominal and Respiratory: Headache, loss of smell, loss of appetite, cough, fever, hoarseness, sore throat, chest pain, fatigue, confusion, muscle pain, shortness of breath, diarrhea, abdominal pain.

Using the data, the researchers were able to more accurately predict—78.8% versus 69.5%—which of the six symptom clusters placed patients at higher risk of requiring hospitalization and breathing support (ventilation or additional oxygen) than with prediction models based on personal characteristics alone. For example, nearly 50% of the patients in cluster six (Severe Level Three, Abdominal and Respiratory) ended up in the hospital, compared with 16% of those in cluster one (Flu-like with No Fever).

Claire Steves, MD, PhD a Clinical Senior Lecturer at King’s College London
“These findings have important implications for care and monitoring of people who are most vulnerable to severe COVID-19,” Claire Steves, MD, PhD (above left), Clinical Senior Lecturer at King’s College London, said in the KCL news release. “If you can predict who these people are at day five, you have time to give them support and early interventions, such as monitoring blood oxygen and sugar levels, and ensuring they are properly hydrated—simple care that could be given at home, preventing hospitalizations and saving lives.” (Photo copyright: King’s College London.)

According to the Zoe website, the ongoing research is led by:

The researchers published their study findings at medRxiv, titled, “Symptom Clusters in COVID-19: A Potential Clinical Prediction Tool from the COVID Symptom Study App.” The study has not yet undergone peer review.

Encouraging Everyone to Use the COVID-Symptom Study App

The study points out that—broadly speaking—people with cluster four, five, or six COVID-19 symptoms tended to be older and frailer and were more likely to be overweight and have pre-existing conditions, such as diabetes or lung disease, than those with cluster one, two, or three symptoms.

Carole Sudre, PhD a research fellow at King's College London
“Our study illustrates the importance of monitoring symptoms over time to make our predictions about individual risk and outcomes more sophisticated and accurate,” said lead researcher Carole Sudre, PhD (above), a Research Fellow at King’s College London and the study’s lead researcher, in the KCL news release. “This approach is helping us to understand the unfolding story of this disease in each patient so they can get the best care.” (Photo copyright: University College London.)

Tim Spector, FMedSci, Head of the Department of Twin Research and Genetic Epidemiology, and Professor of Genetic Epidemiology at King’s College London, encourages everyone to download the COVID Symptom Study app and help increase the data available to researchers.

“Data is our most powerful tool in the fight against COVID-19,” Spector said in the KCL news release. “We urge everyone to get in the habit of using the app daily to log their health over the coming months, helping us to stay ahead of any local hotspots or a second wave of infections.”

As the body of knowledge surrounding COVID-19 grows, clinical laboratory professionals would be well advised to remain informed on further research regarding not only the potential for COVID-19 variants to exist, but also the evolving guidance on infection prevention and testing.

—Andrea Downing Peck

Related Information:

Six Distinct ‘Types’ of COVID-19 Identified

Symptom Clusters in COVID19: A Potential Clinical Prediction Tool from the COVID Symptom Study App

Symptom Profile of a Convenience Sample of Patients with COVID-19–United States, January-April 2020

Pooled Testing may Provide a Method of Increasing the Number of Coronavirus Tests Being Performed in the US

Pooled testing could become a critical tool for clinical laboratories to spot the SARS-CoV-2 coronavirus among asymptomatic and pre-symptomatic individuals

COVID-19 testing for individuals has expanded in the US, but the number of people actually tested remains a small proportion of the country’s total population and clinical laboratory testing supply shortages continue to hamper progress. A technique known as pooled testing may help. Federal experts hope it will substantially increase the number of individuals who are tested for the SARS-CoV-2 coronavirus before it makes a possible resurgence in the fall.

One-by-one, some of the nation’s largest clinical laboratory organizations are developing the capability to do pooled testing. For example, on July 18, the Food and Drug Administration (FDA) announced it had issued Quest Diagnostics (NYSE:DGX) an Emergency Use Authorization (EUA) for its SARS-CoV-2 rRT-PCR test, and that it is valid for up to four individual samples as a pooled test.

Quest’s rRT-PCR test was the first COVID-19 diagnostic test to be authorized for use with pooled samples, the FDA noted in a new release.

Stephen M. Hahn, MD, FDA Commissioner
In the FDA’s statement announcing Quest’s EUA for its rRT-PCR test, Stephen M. Hahn, MD (above), FDA Commissioner, said, “This EUA for sample pooling is an important step forward in getting more COVID-19 tests to more Americans more quickly while preserving testing supplies.” He added, “Sample pooling becomes especially important as infection rates decline and we begin testing larger portions of the population.” (Photo copyright: CBS News.)

Following the announcement of Quest’s EUA, on July 24 the FDA announced LabCorp’s (NYSE:LH) EUA for its COVID-19 real-time reverse transcription polymerase chain reaction (rRT-PCR) test. The test, the EUA states, is intended for the “qualitative detection of nucleic acid from SARS-CoV-2 in upper and lower respiratory specimens” in individuals suspected of COVID-19, using “a matrix pooling strategy (i.e., group pooling strategy), containing up to five individual upper respiratory swab specimens (nasopharyngeal, mid-turbinate, anterior nares or oropharyngeal swabs) per pool and 25 specimens per matrix.”

Exponentially Increasing Testing

In pooled testing, instead of performing a coronavirus test on every specimen received by a clinical laboratory, samples from each individual specimen are taken and then combined with samples from other specimens. A single test is then performed on the entire collection of specimen samples.

If the results of the pooled samples are negative for coronavirus, it is safe to assume that all the specimens in the batch are negative for the virus. If the pooled sample comes back positive, then it will be necessary to go back to the original specimens in that pooled sample and test each specimen individually.

In an exclusive interview with Dark Daily’s sister print publication The Dark Report, Steven H. Hinrichs, MD, Chair of the Department of Pathology and Microbiology at the University of Nebraska Medical Center (UNMC), noted that one pitfall of pooled testing is that it works best in areas of low virus prevalence.

“For pooled testing, the ideal level of low prevalence would be an infection rate below 10%,” he said, adding, “For COVID-19 test manufacturers, pooled testing has the potential to reduce the number of standard tests labs run by roughly 40% to 60%, depending on the population being tested.

“Cutting the number of COVID-19 tests would be a disadvantage for test manufacturers, because pooled tests would identify large numbers of uninfected individuals who would not require standard testing with EUA tests.

“On the other hand, this policy would be a significant advantage for US labs because pooled testing would cut the number of standard tests,” he continued. “Clinical labs would save money on tests, reagents, and other supplies. It would also ease the burden on the lab’s technical staff,” Hinrichs concluded.

 In research published in the American Journal of Clinical Pathology (AJCP) titled, “Assessment of Specimen Pooling to Conserve SARS-CoV-2 Testing Resources,” Hinrichs and fellow researchers from UNMC and the University of Nebraska-Lincoln noted that “five is the ideal number to batch in a COVID-19 testing pool.”

“In our study, we show that it’s reasonable to pool five samples, although we realized that some people may want to pool 10 samples at once,” noted Hinrichs. “But even if one sample is positive in a pool of five, then testing five samples at once saves 80% of our costs if all of those samples are negative. But, if one sample is positive, each of those five samples needs to be retested using the standard test,” Hinrichs explained.

During an American Society for Microbiology (ASM) virtual conference, Deborah Birx, MD, White House Coronavirus Response Coordinator, said, “Pooling would give us the capacity to go from a half a million tests per day to potentially five million individuals tested per day,” STAT reported.

Advantages of using pooled testing for the coronavirus include:

  • Expanding the number of individuals tested,
  • Stretching laboratory supplies, and
  • Reducing the costs associated with testing.

Health officials believe that individuals who have COVID-19 and are asymptomatic are largely responsible for the rising number of coronavirus cases in the US, STAT reported.

“It allows you to test more frequently in a population that may have a low prevalence of disease,” Benjamin Pinsky, MD, PhD, Associate Professor, Departments of Pathology and Medicine at Stanford University School of Medicine, told STAT. “That would allow you to test a lot of negatives, but also identify individuals who are then infected, before they develop symptoms.”

Pooled testing also could be advantageous for communities where COVID-19 is not prevalent, in neighborhoods that need to be tested during an outbreak, and for schools, universities, organizations, and businesses that want to remain safely open while periodically monitoring individuals for the virus, CNN reported.

“The goal is to increase the capacity of testing in a relatively straightforward fashion,” Pinsky told STAT. “The caveat is that by pooling the sample, you’re going to reduce the sensitivity of the test.”

According to Pinsky, “pooling only makes sense in places with low rates of COVID-19, where you expect the large majority of tests to be negative. Otherwise, too many of the pools would come back positive for it to work as a useful surveillance tool,” STAT reported.

As Clinical Lab Testing Increases, Pooled Testing for COVID-19 Could Be Critical

Pooled testing has been used in other countries, including China, to test larger amounts of people for COVID-19.

“If you look around the globe, the way people are doing a million tests or 10 million tests is they’re doing pooling,” Birx said during the ASM virtual conference, CNN reported.

In a press release, the American Clinical Laboratory Association (ACLA) stated that about 300,000 tests for COVID-19 were performed per day in labs across the US in late June. That number was up from approximately 100,000 tests being performed daily in early April.

“All across the country, clinical laboratories are increasing the number of labs processing tests, purchasing additional testing platforms, and expanding the number of suppliers to provide critical testing materials,” said Julie Khani, ACLA President in the press release. “However, the reality of this ongoing global pandemic is that testing supplies are limited. Every country across the globe is in need of essential testing supplies, like pipettes and reagents, and that demand is likely to increase in the coming months.”

Clinical laboratory managers will want to keep an eye on these developments. As the need for COVID-19 testing increases, pooled testing may provide an efficient, cost-effective way to spot the coronavirus, especially among those who are asymptomatic or pre-symptomatic and who display no symptoms.

Pooled testing could become a critical tool in the diagnosis of COVID-19 and potentially decrease the overall number of deaths. 

—JP Schlingman

Related Information:

Labs Warn COVID-19 Testing Demand will Top Capacity Soon as New Hotspots Emerge

Safer Reopening will Require Millions More Covid-19 Tests Per Day. One Solution: ‘Pool Testing’

Pooling Coronavirus Tests Can Spare Scarce Supplies, But There’s a Catch

Here’s What Pooled Testing is and How It Can be Used for the Coronavirus

Coronavirus (COVID-19) Update: FDA Issues First Emergency Authorization for Sample Pooling in Diagnostic Testing

ACLA Update on COVID-19 Testing Capacity

LabCorp Receives Authorization for COVID-19 Sample Pooling

Is COVID-19 Pooled Testing Good for Labs, Bad for IVDs?

Despite the Coronavirus Pandemic, Medicare Officials Continue Push for Price Transparency by Pressuring Hospitals to Disclose Rates Negotiated with Private Payers

Clinical laboratories are advised to continue developing methods for making prices for procedures available to the general public

Even as an effective treatment for COVID-19 continues to elude federal healthcare agencies, Medicare officials are pressing ahead with efforts to bring about transparency in hospital healthcare pricing, including clinical laboratory procedures and prescription drugs costs.

In FY 2021 Proposed Rule CMS-1735-P, titled, “Medicare Program; Hospital Inpatient Prospective Payment Systems for Acute Care Hospitals and the Long-Term Care Hospital Prospective Payment System and Proposed Policy Changes and Fiscal Year 2021 Rates; Quality Reporting and Medicare and Medicaid Promoting Interoperability Programs Requirements for Eligible Hospitals and Critical Access Hospitals,” the Centers for Medicare and Medicaid Services (CMS) proposes to “revise the Medicare hospital inpatient prospective payment systems (IPPS) for operating and capital-related costs of acute care hospitals to implement changes arising from our continuing experience with these systems for FY 2021 and to implement certain recent legislation.”  

A CMS news release noted, “The proposed rule would update Medicare payment policies for hospitals paid under the Inpatient Prospective Payment System (IPPS) and the Long-Term Care Hospital (LTCH) Prospective Payment System (PPS) for fiscal year 2021.”

The proposed rule suggests a 1.6% increase (about $2 billion) in reimbursement for hospital inpatient services for 2021, but also eludes to the possibility of payer negotiated rates being used to determine future payment to hospitals.

In its analysis of the proposed rule, Modern Healthcare noted that CMS is “continuing its price transparency push, to the chagrin of some providers.”

However, the provisions in the proposed rule do, according to the CMS news release, advance several presidential executive orders, including:

Controversial Use of Payer Data for Future Medicare Rates

This latest CMS proposed rule (comments period ended July 10) moves forward “controversial price transparency” and has a new element of possible leverage of reported information for future Medicare payment rates, Healthcare Dive reported.

The 1,602-page proposed rule (CMS-1735-P) calls for these requirements in hospital Medicare cost reports:

“In addition, the agency is requesting information regarding the potential use of these data to set relative Medicare payment rates for hospital procedures,” the CMS news release states.

Thus, under the proposed rule, the nation’s 3,200 acute care hospitals and 360 long-term care hospitals would need to start reporting requested data for discharges effective Oct. 1, 2020, a CMS fact sheet explained.

In the news release following the release of the proposed rule, CMS Administrator Seema Verma had a positive spin. “Today’s payment rate announcement focuses on what matters most to help hospitals conduct their business and receive stable and consistent payment.”

However, the American Hospital Association (AHA) articulated a different view, even calling the requirement for hospitals to report private terms “unlawful.”

AHA Executive Vice President Tom Nickels at a podium
“We are very disappointed that CMS continues down the unlawful path of requiring hospitals to disclose privately negotiated contract terms,” AHA Executive Vice President Tom Nickels (above) said in a statement, adding, “The disclosure of privately negotiated rates will not further CMS’ goal of paying market rates that reflect the cost of delivering care. These rates take into account any number of unique circumstances between a private payer and a hospital and simply are not relevant for fixing Fee-for-Service Medicare reimbursement.” (Photo copyright: American Hospital Association.)

AHA and other organizations attempted to block a price transparency final rule last year in a lawsuit filed against the U.S. Department of Health and Human Services (HHS), which oversees CMS, Dark Daily reported.

During in-court testimony, provider representatives declared that revealing rates they negotiate with payers violates First Amendment rights, Becker’s Hospital Review reported.

Officials for the federal government pushed back telling the federal judge that they can indeed require hospitals to publish negotiated rates. Hospital chargemasters, they added, don’t tell the full story, since consumers don’t pay those rates, Modern Healthcare reported.

2020 Final Rule Affected Clinical Laboratories

In a recent e-briefing on Final Rule CMS-1717-F2 on hospital outpatient price transparency, titled, “Health Insurers and Hospital Groups Argue Price Transparency Rules on Hospitals, Clinical Laboratories, and Other Providers Will Add Costs and ‘Confuse’ Consumers,” May 29, 2020, Dark Daily reported that effective January 1, 2021, hospitals are required to disclose outpatient prices for common lab tests, such as basic metabolic panel, PSA (prostate-specific antigen), and complete blood count (CBC), and 10 other clinical laboratory tests.

In addition to the increase in inpatient payments and price transparency next steps, the recent CMS proposed rule also includes a new hospital payment category for chimeric antigen receptor (CAR) T-cell therapy. The technique uses a patient’s own genetically-modified immune cells to treat some cancers, as an alternative to chemotherapy and other treatment covered by IPPS, CMS said in the news release.

The agency also expressed intent to remove payment barriers to new antimicrobials approved by the FDA’s Limited Population Pathway for Antibacterial and Antifungal Drugs (LPAD pathway). “The LPAD pathway encourages the development of safe and effective drug products that address unmet needs of patients with serious bacterial and fungal infections,” the CMS fact sheet states.

Clinical laboratories are gateways to healthcare. For hospital lab leaders, the notion of making tests prices easily accessible to patients and consumers will soon no longer be a nice idea—but a legal requirement.

Therefore, clinical laboratory leaders are advised to stay abreast of price transparency regulations and continue to prepare for sharing test prices and information with patients and the general public in ways that fulfill federal requirements. 

—Donna Marie Pocius

Related Information:

CMS Proposed Rule CMS-1735-P

CMS Final Rule CMS-1717-F2

CMS Aims to Boost Inpatient Payments; Adds Pressure for Price Transparency

CMS Builds on Commitment to Transform Healthcare Through Competition and Innovation

Presidential Executive Order Promoting Healthcare Choice and Competition Across the United States

Executive Order on Improving Price and Quality Transparency in American Healthcare to Put Patients First

Executive Order on Protecting and Improving Medicare for Our Nation’s Seniors

Fact Sheet: FY 2021 Medicare Hospital Inpatient Prospective Payment System (IPPS)

Hospitals Balk as CMS Doubles Down on Price Transparency

AHA Statement on FY 2021 Proposed IPPS Rule

Hospitals Blast CMS Decision to Double Down on Price Transparency

AHA Slams CMS for Advancing Hospital Price Transparency Rule

Wide State-Level Variation in Commercial Health Care Prices Suggests Uneven Impact of Price Regulation

Health Insurers and Hospital Groups Argue Price Transparency Rules on Hospitals and Clinical Laboratories and Other Providers Will Add Costs, Confuse Consumers

Abbott Lab’s ID NOW COVID-19 Rapid Molecular Test Continues to Face Scrutiny over ‘False Negatives’

Though the test initially drew ‘raves’ from Trump administration, the FDA now suggests negative results should be confirmed with an additional ‘high-sensitivity authorized SARS-CoV-2 molecular test’

This spring, as the United States attempted to jump-start a national response to the SARS-CoV-2 coronavirus pandemic, the Trump administration heralded Abbott Laboratories’ five-minute test for COVID-19 as a major breakthrough. But even as the federal Food and Drug Administration (FDA) issued dozens of Emergency Use Authorizations (EUAs) to quickly get COVID-19 diagnostic tests into clinical use, the accuracy of some of those tests came into question—including Abbott’s ID NOW COVID-19 rapid molecular test.

The continuing controversy over Abbott’s ID NOW COVID-19 test shows how the national spotlight can be a double-edged sword, bringing both widespread favorable attention to a breakthrough technology, followed by heightened public scrutiny if deficiencies emerge. At the same time, from the first news stories about the Abbott ID NOW COVID-19 test, pathologists and clinical laboratory managers understood that this test always had certain performance parameters, as is true of every diagnostic test.

“Everybody was raving about it,” a former administration official, speaking on the condition of anonymity to discuss internal deliberations, said of ID NOW in an interview with Kaiser Health News (KHN). “It’s an amazing test, but it has limitations which are now being better understood.”

President Trump touts Abbott’s ID-NOW COVID-19 rapid molecular test kit
In a White House ceremony on March 29, 2020, President Trump praised his administration’s role in speeding up development “on both testing and treatment that will help us win our war against the coronavirus.” Among the moves highlighted was the FDA’s approval two days earlier of Abbott’s ID-NOW COVID-19 rapid molecular test (above), which the President stated, “delivers lightning-fast results in as little as five minutes,” adding, “Normally, this approval process from the FDA would take 10 months, and even longer, but we did it in four weeks.” (Photo copyright: Washington Post.)

FDA Warns Public about Inaccurate Test Results

On May 14, the FDA issued a public warning about the point-of-care test’s accuracy after receiving 15 “adverse event reports” indicating some patients were receiving “false negative results.”

The FDA’s public alert followed a New York University (NYU) study, published in the Journal of Clinical Microbiology, titled, “Performance of Abbott ID Now COVID-19 Rapid Nucleic Acid Amplification Test Using Nasopharyngeal Swabs Transported in Viral Transport Media and Dry Nasal Swabs in a New York City Academic Institution,” which compared Abbott’s ID NOW COVID-19 test results to those from the Cepheid Xpert Xpress SARS-CoV-2 rapid near-patient test, which NYU had already been using in its laboratory.

“Regardless of method of collection and sample type, Abbott ID NOW COVID-19 had negative results in a third of the samples that tested positive by Cepheid Xpert Xpress when using nasopharyngeal swabs in viral transport media and 45% when using dry nasal swabs,” the NYU study authors stated.

Abbott Rebuts Criticism

In a statement following the FDA’s warning, Abbott said, “We’re seeing studies being conducted to understand the role of ID NOW in ways that it was not designed to be used. In particular, the NYU study results are not consistent with other studies. While we’ve seen a few studies with sensitivity performance percentages in the 80s, we’ve also seen other studies with sensitivity at or above 90%, and one as high as 94%.

“While we understand no test is perfect, test outcomes depend on a number of factors including patient selection, specimen type, collection, handling, storage, transport and conformity to the way the test was designed to be run. ID NOW is intended to be used near the patient with a direct swab test method,” Abbott’s statement added, noting the company would be “further clarifying our product information to provide better guidance” and “reinforcing proper sample collection and handling instructions.”

Then, on May 21, Abbott issued another statement highlighting an interim analysis of an ongoing multisite clinical study demonstrating ID NOW COVID-19 test performance is ≥94.7% in positive agreement (sensitivity) and ≥98.6% negative agreement (specificity) when compared to two different lab-based molecular PCR reference methods.

“We’re pleased ID NOW is delivering on what it was designed to do—quickly detect the virus in people who need to know now if they’re infected,” said Philip Ginsburg, MD, SAIM, Senior Medical Director, Infectious Disease, Rapid Diagnostics at Abbott, in the statement. “This is great news for people who are experiencing symptoms and want to take action before they infect others, reducing the spread of infection in society.”

Nonetheless, KHN reported on June 22 that the FDA had “received a total of 106 reports of adverse events for the Abbott test, a staggering increase. The agency has not received a single adverse event report for any other point-of-care tests meant to diagnose COVID-19.”

Second Comparison Study Results for Abbott’s ID NOW

Susan Whittier, PhD, Director of Clinical Microbiology at New York-Presbyterian/Columbia University Medical Center, co-authored a study, published in Science Direct, titled, “ Comparison of Cepheid Xpert Xpress and Abbott ID NOW to Roche cobas for the Rapid Detection of SARS-CoV-2,” which compared Abbott ID NOW and rival Cepheid Xpert Xpress SARS CoV-2 to the Roche cobas SARS-CoV-2 assay for samples with low, medium, and high viral concentrations.

The Abbott ID NOW test correctly identified 74% of positive samples. In comparison, Cepheid’s Xpert Xpress SARS CoV-2 test correctly identified 99% of positives. Negative agreement was 100% and 92.0% for ID NOW and Xpert, respectively.

The FDA’s testing policy for clinical laboratories and commercial manufacturers recommends diagnostic tests correctly identify at least 95% of positive samples. However, KHN pointed out, a senior FDA official in late May said coronavirus tests that were administered outside lab settings would be considered useful in fighting the pandemic even if they miss 20% of positive cases.

“There’s no way I would be comfortable missing two out of 10 patients,” Whittier told KHN.

Abbott ID-NOW’s Role in the Global Fight to Stop COVID-19

However, in the FDA’s initial public warning, Tim Stenzel, MD, PhD, Director of the Office of In Vitro Diagnostics and Radiological Health, part of the FDA’s Center for Devices and Radiological Health, said, “This test can still be used and can correctly identify many positive cases in minutes. Negative results may need to be confirmed with a high-sensitivity authorized molecular test.”

Abbott’s ID NOW COVID-19 test is promoted as delivering positive test results in five minutes and negative results in about 13 minutes. On its website and in news releases, Abbott maintains its test “performs best in patients tested earlier post symptom onset.”

In a July 17 statement, Abbott said, “ We have shipped 5.3 million of our rapid ID NOW tests to all 50 states, Washington DC, Puerto Rico and the Pacific Islands. The majority of these tests have been sent to outbreak hotspots and we’ve asked that customers prioritize frontline healthcare workers and first responders.”

It is common for a new diagnostic instrument and a new clinical laboratory test to be continually improved after initial launch. Thus, the performance of such devices at the time they are given clearance from the FDA to be used in clinical care can be much improved several months or years later.

Given the importance of a reliable point-of-care SARS-CoV-2 test during the pandemic, it can be assumed that Abbott Laboratories is working closely with its medical laboratory customers specifically to improve the accuracy, reliability, and reproducibility of both the instrument and the test kit.

—Andrea Downing Peck

Related Information:

As Problems Grow with Abbott’s Fast COVID Test, FDA Standards under Fire

Coronavirus Disease 2019 (COVID-19) Emergency Use Authorizations for Medical Devices

Comparison of Cepheid Xpert Xpress and Abbott ID Now to Roche Cobas for the Rapid Detection of SARS-CoV-2

Policy for Coronavirus Disease-2019 Tests During the Public Health Emergency

Remarks by President Trump, Vice President Pence, and Members of the Coronavirus Task Force in Press Briefing

FDA Informs Public About Possible Accuracy Concerns with Abbott ID Now Point-of-Care Test

Performance of Abbott ID NOW COVID-19 Rapid Nucleic Acid Amplification Test in Nasopharyngeal Swabs Transported in Viral Media and Dry Nasal Swabs, in a New York City Academic Institution

Abbott Provides Update on ID NOW

Abbott Releases Interim Clinical Study Data on ID NOW COVID-19 Rapid Test Showing Strong Agreement to Lab-based Molecular PCR Tests

FDA Cautions about Accuracy of Widely Used Abbott Coronavirus Test

An Update on Abbott’s Work on COVID-19 Testing

Coronavirus Fraud Takes Many Forms as Federal and Local Officials Continue to Pursue Widespread Cases of Clinical Laboratory Testing Scams

Since the pandemic began, federal investigators are specifically looking for patterns of fraud in Medicare claims data for COVID-19 clinical laboratory testing

Last month, the federal Department of Health and Human Services (HHS) Office of Inspector General (OIG) announced it had been investigating trends in Medicare claims data that could indicate patterns of fraud in the billing for COVID-19 clinical laboratory tests, Modern Healthcare reported.

Stretching back to at least March, fraudulent actors offering fake SARS-CoV-2 tests have preyed on vulnerable Americans in a wide variety of ways during the public health emergency, according to published reports. Some scam operators have gone into nursing homes and long-term care facilities to collect cash from unsuspecting elders in exchange for swab collections and phony testing, the New York Times reported.

Since the declaration of the public health emergency in the US, the federal Centers for Medicare and Medicaid Services (CMS) no longer requires a lab test requisition signed by a treating physician or other provider for COVID-19 testing. “The strong demand for and limited supply of SARS-CoV-2 tests, along with the move by CMS to relax rules for certain test orders during the pandemic, makes the situation a potentially ripe one for fraud,” Modern Healthcare stated.

Plus, a lack of clarity about the medical necessity of COVID-19 tests could raise the liability risk for law-abiding clinical laboratories. All of these factors make COVID-19 testing fraud a potential bombshell for clinical laboratories conducting coronavirus testing that may get caught up in federal investigations.

Feds Step Up Enforcement

Shortly after the pandemic arrived in the US, the FBI, the Better Business Bureau (BBB), the FDA, the federal Department of Health and Human Services (HHS), and other federal and local authorities have frequently warned doctors, hospitals, and healthcare consumers about the potential for fraud by unscrupulous companies purporting to offer legitimate clinical laboratory testing for COVID-19. A June 26 FBI press release stated, “Scammers are marketing fraudulent and/or unapproved COVID-19 antibody tests, potentially providing false results.”

Some of the fraudsters behind these scams have operated online and through social media and email. While others have conducted these scams in person or over the phone, noted the press release.

And yet, despite the warnings, the scams and news articles about them have continued to spread throughout the COVID-19 pandemic.

Various Forms of Fraud and Their Consequences

In many of these scams, fraudsters seek to collect consumers’ personal information, including names, dates of birth, and Social Security numbers, as well as other forms of personal health information, such as Medicare or private health insurance data, the FBI reported. Scammers can use that information in medical insurance fraud schemes or to commit identity theft, the agency added.

Additionally, any fake or inaccurate COVID-19 tests or assays that the FDA has not allowed for use could provide doctors with false results, potentially creating a dangerous situation for patients.

The New York Times (NYT) recently reported that the FBI had issued a warning “about scammers who advertise fraudulent COVID-19 antibody tests as a way to obtain personal information that can be used for identity theft or medical insurance fraud.”

Three days after the FBI issued its warning about the COVID-19 antibody testing scam, the BBB added an alert to its website: “BBB Scam Alert: Want a COVID-19 test? There’s a scam for that.” BBB also provided advice to consumers about how to avoid testing scams.

On June 17, the FDA reported that it issued warning letters to three companies for marketing adulterated and misbranded COVID-19 antibody tests, stated an FDA news release. The agency sent warning letters to:

Jeff Shuren, MD, JD, Director of the FDA’s Center for Devices and Radiological Health
In the FDA’s announcement, Jeff Shuren, MD, JD (above), Director of the FDA’s Center for Devices and Radiological Health, said “When tests are marketed inappropriately, with inaccurate or misleading claims—such as the ability to perform the test completely at home, or that the test is authorized, cleared, or approved when it is not—they put the health of Americans at risk. Such conduct will not be tolerated by the FDA, and we will continue to monitor tests marketed in the US, taking appropriate action as warranted.” (Photo copyright: The Food and Drug Administration.)

Scams Reported Just in April

On April 17, the New York Times reported that a special agent with the HHS OIG noted that impostors seeking Medicare or Medicaid information posed as doctors or laboratory technicians to offer fake tests in nursing homes and assisted living facilities.

Earlier in April, The Texas Tribune reported that the owner of a freestanding emergency room in Laredo, Texas, spent $500,000 to buy 20,000 rapid COVID-19 tests for patients suspected of having COVID-19. Health officials in Laredo planned to establish a drive-through testing site and then administer tests that came from a manufacturer in China to detect active infections. After trying to validate the tests, city health officials found they were unreliable and unusable.

An April 9 report from the news department of the AARP (American Association of Retired Persons) stated that federal officials have found fake coronavirus testing sites in many states, including Alabama, Arizona, Florida, Georgia, Kentucky, New York, and Washington state.

The FBI, according to AARP, investigated several fake test sites in Louisville, Ky., after a city official reported that people in personal protective equipment (PPE) were collecting biological specimens from residents. Those seeking tests were told to pay $240 in cash or give their Medicare, Medicaid, or Social Security cards to verify their identity.

Fake drive-up testing sites were reported at gas stations and other locations in Louisville over a four-day period, the AARP reported.

On April 2, WRGB TV in Albany, N.Y., reported that scammers pretending to be from the New York State Department of Health (NYSDOH) were taking money and insurance information from people in exchange for fake coronavirus tests. One woman told police she got a fake test at a drive-up site in a Little League parking lot.

North Greenbush police said the scammers identified themselves as being with NYSDOH and collected money and insurance information from multiple people. Police and state officials said the DOH had no connection to the collection site in the parking lot.

Lessons for Lab Directors

For clinical laboratory directors and all clinical lab scientists, the lesson from these stories is to be wary of strangers offering COVID-19 testing, while also making certain to post information for customers about the legitimacy of your lab’s COVID-19 rapid molecular and serological tests. Doing so might involve providing proof that the FDA has allowed your tests to be used for the coronavirus.

Also, medical laboratories should ensure that all employees collecting specimens in public places display proper identification.

—Joseph Burns

Related Information:

HHS Takes Aim at COVID-19 Testing Fraud

FBI Warns of Potential Fraud in Antibody Testing for COVID-19

FBI Warns of Fraudulent Coronavirus Antibody Tests

BBB Scam Alert: Want a COVID-19 Test? There’s a Scam for That

FDA Issues Warning Letters to Companies Inappropriately Marketing Antibody Tests, Potentially Placing Public Health at Risk

FDA Updates List of Fake COVID Tests, Vaccines, and Treatments

COVID-19 Drive-Thru Test Site Shut Down

Homeland Security in Michigan Now Investigating Coronavirus Fraud

LA Sues California Company, Alleging ‘Sophisticated’ COVID-19 Fraud

Reports of Fake Test Sites for COVID-19 Emerge Across U.S.

A Laredo ER Spent $500,000 on Coronavirus Tests. Health Officials Say They’re Unreliable

Scammers in North Greenbush Perform Fake COVID-19 Test, Steal Money, Insurance Details

New CMS Proposed Rule Encourages Value-Based Reimbursement Based on Patient Outcomes When Payers and Drug Manufacturers Negotiate Payment for Pricey Therapies

Clinical laboratories and anatomic pathology groups should consider this another example of how CMS is taking forward steps to encourage value-based payment arrangements throughout the health system

With the sky-high cost of many prescription drugs and gene therapies, it was only a matter of time before the Centers for Medicare and Medicaid Services (CMS) would seek to link reimbursement for them to patient outcomes.

A recent CMS proposed rule (CMS-2842-P) concerning value-based purchasing (VBP) for prescription drugs covered by Medicaid encourages payers to engage in Medicaid state value-based purchasing (aka, pay-for-performance) arrangements for expensive prescription drugs. This rule may have implications for medical laboratories and anatomic pathology groups if it were extended to cover companion diagnostics linked to expensive therapeutic drugs and gene therapies.

CMS also intents the proposed rule to help drug manufacturers ease roadblocks to contracting with payers—including Medicaid—a CMS fact sheet explained.

Federal officials are looking to reimburse healthcare providers for prescribing drugs that are shown to work best on patients that truly need them, while also incentivizing pharmaceutical manufacturers to created drugs “of high patient value,” stated Laffer Healthcare Intelligence, a Nashville, Tenn. healthcare investment firm, in an email to its intelligence service subscribers. 

In a press release announcing the proposed rule, Seema Verma, CMS Administrator, said “We are creating opportunities for drug manufacturers to have skin in the game through payment arrangements that challenge them to put their money where their mouth is.”

Old Regulations Don’t Address Value, Expensive Gene Therapies

According to CMS, for 30 years federal regulations have favored the “volume of drugs” sold over the “quality of drugs.” Simultaneously, during the past three years the US Food and Drug Administration (FDA) has approved four gene therapies with many more “in the development pipeline,” Verma wrote in the journal Health Affairs. “While the lifesaving impact of these often-curative therapies are profound, their costs are unprecedented,” she stated.

CMS’ new rule proposes to define value-based purchasing as “an arrangement or agreement intended to align pricing and/or payments to evidence-based measures and outcomes-based measures,” Verma added.

Companion Diagnostic: Molecular and Genetic Testing

For clinical laboratories, the case CMS makes for therapeutic drugs could be applied to expensive molecular diagnostics and genetic testing. CMS may base reimbursement on how accurately and how fast a lab test can enable a diagnosis. Also, payment could be linked to a lab’s report and guidance to the ordering provider in selecting a therapy that makes a difference in the patient’s outcome.

“This is exactly the concept of the companion diagnostic,” said Robert Michel, editor-in-chief of Dark Daily and its sister publication, The Dark Report. “Take, for example, a $5,000 genetic cancer test that that stages a $500,000 cancer prescription drug. Patients who will not benefit from the drug will not get it. And the $5,000 lab test may keep, say, 10 people from getting a drug that wouldn’t work for them. Thus, the $50,000 in lab tests could save $5 million in prescription drug costs,” he explained.

Deals That Focus on Gene Therapies

One gene therapy recently approved by the FDA is Zolgensma (trade name for Onasemnogene abeparvovec), a treatment for children with spinal muscular atrophy. It costs about $2 million for a one-time use, FDA Review reported.

For its part, Novartis, the Basel, Switzerland-based creator of Zolgensma, said the proposed CMS changes are “an important first step,” and helpful to the company’s “access strategy” in the US, BioPharma Dive reported.

Healthcare experts envision that deals struck under the new proposed CMS rule will focus on gene therapies and expensive drugs, MedPage Today reported.

Alexander Dworkowitz, Partner, Manatt Health
“Measuring outcomes is costly; it takes time, and everyone has to come up with a way to do it. So, if a drug costs $50, it’s not worth going to every single patient (in research). If the drug costs $500,000, maybe it’s worth it … figuring out if the drug worked. That’s why people talk about it in the context of gene therapies,” Alexander Dworkowitz (above), Partner, Manatt Health, New York, told MedPage Today. (Photo copyright: Manatt, Phelps and Phillips, LLP.)

Advancing Precision Medicine, Improving Patient Access

The CMS news release summarized potential benefits of the proposed rule (comments period ends July 20):

  • Support paying providers on improved patient outcomes instead of fees for services and volume.
  • Insurers could be in a better position to negotiate based on a drug’s effectiveness.
  • More clinical evidence about therapies may become available.
  • Providers and payers may see opportunities to use and offer medications and treatments in a precision medicine manner.
  • Patients may have greater access to new therapies.

Proposed Rule Names Pharmacy Benefit Managers, Opioids

According to the Laffer Healthcare Intelligence analysis email, CMS’ 137-page proposed rule is “very broad,” but focuses on three themes:

  •  “First, CMS wants to establish an official definition for VBP models to accelerate development of drug pay-per-value programs.
  • “Second, CMS want to restrict the amount of opioids doctors can prescribe.
  • “Third, very subtle changes are proposed that negatively affect the PBM (pharmacy benefit management) industry.”

CMS’ proposal also includes standards aimed at fighting opioid prescription fraud and misuse in Medicaid drug programs, noted Fierce Healthcare.

Transparent Drug Prices

Medical laboratory leaders may want to monitor the progress of this proposed rule. In addition to value-based payment, the rule advances price transparency by clearing the way to sharing prices of therapeutic drugs and how they improve patient care, while also lowering costs.

Meanwhile, a refresh of lab information technology to enable authorization of genetic and molecular tests by payer also may prove worthwhile.

—Donna Marie Pocius

Related Information:

Fact Sheet: Establishing Minimum Standards in Medicaid State Drug Utilization and Supporting Value-based Purchasing for Drugs in Medicaid, Revising Medicaid Drug Rebate and Third-Party Liability Requirements (CMS 2482-P)

CMS Issues Proposed Rule Empowering Commercial Plans and States to Negotiate Payment for Innovative New Therapies Based on Patient Outcomes

Federal Registry: Establishing Minimum Standards in Medicaid State Drug Utilization Review and Supporting Value-based Purchasing for Drugs Covered in Medicaid, Revising Medicaid Drug Rebate and Third-Party Liability Requirements (CMS 2482-P)

CMS’ Proposed Rule on Value-based Purchasing for Prescription Drugs: New Tools for Negotiating Prices for the Next Generation of Therapies

FDA Approves $2 Million Drug; Blame the Price on Excessive Regulation

With New Proposal, Trump Administration Tries to Encourage ‘Value-based’ Drug Deals

CMS Proposes Rule to Encourage ‘Value-based’ Drug Payments in Medicaid—Could Ease Access to Expensive Therapies, Experts Say

CMS Proposed Rule Aims to Foster More Medicaid Value-based Drug Agreements

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