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US and UK Researchers Simultaneously Develop New Tests to Detect Prostate Cancer

Though still in trials, early results show tests may be more accurate than traditional clinical laboratory tests for detecting prostate cancer

Within weeks of each other, different research teams in the US and UK published findings of their respective efforts to develop a better, more accurate clinical laboratory prostate cancer test. With cancer being a leading cause of death among men—second only to heart disease according to the Centers for Disease Control and Prevention (CDC)—new diagnostics to identify prostate cancer would be a boon to precision medicine treatments for the deadly disease and could save many lives.

Researchers at the University of East Anglia (UEA) in Norwich, England, were working to improve the accuracy of the widely-used and accepted prostate-specific antigen (PSA) test. By contrast, researchers at Cedars-Sinai Cancer in Los Angeles, pursued a new liquid biopsy approach to identifying prostate cancer that uses nanotechnology.

Thus, these are two different pathways toward the goal of achieving earlier, more accurate diagnosis of prostate cancer, the holy grail of prostate cancer diagnosis.

Dmitry Pshezhetskiy, PhD

“There is currently no single test for prostate cancer, but PSA blood tests are among the most used, alongside physical examinations, MRI scans, and biopsies,” said Dmitry Pshezhetskiy, PhD (above), Professorial Research Fellow at University of East Anglia and one of the authors of the UEA study. “However, PSA blood tests are not routinely used to screen for prostate cancer, as results can be unreliable. Only about a quarter of people who have a prostate biopsy due to an elevated PSA level are found to have prostate cancer. There has therefore been a drive to create a new blood test with greater accuracy.” With the completion of the US and UK studies, clinical laboratories may soon have a new diagnostic test for prostate cancer. (Photo copyright: University of East Anglia.)

East Anglia’s Research into a More Accurate Blood Test

Scientists at the University of East Anglia (UEA) worked with researchers from Imperial College in London, Imperial College NHS Trust, and Oxford BioDynamics to develop a new precision medicine blood test that can detect prostate cancer with greater accuracy than current methods.

The epigenetic blood test they developed, called Prostate Screening EpiSwitch (PSE), can identify cancer-specific chromosome conformations in blood samples. The test works in tandem with the standard prostate-specific antigen (PSA) blood test to diagnose prostate cancer, according to an Oxford BioDynamics press release.

The researchers evaluated their test in a pilot study involving 147 patients. They found their testing method had a 94% accuracy rate, which is higher than that of PSA testing alone. They discovered their test significantly improved the overall detection of prostate cancer in men who are at risk for the disease. 

“When tested in the context of screening a population at risk, the PSE test yields a rapid and minimally invasive prostate cancer diagnosis with impressive performance,” Dmitry Pshezhetskiy, PhD, Professorial Research Fellow at UEA and one of the authors of the study told Science Daily. “This suggests a real benefit for both diagnostic and screening purposes.”

The UK scientists hope their test can eventually be used in everyday clinical practice as there is a need for a highly accurate method for prostate cancer screening that does not subject patients to unnecessary, costly, invasive procedures. 

The UEA researchers published their findings in the peer-reviewed journal Cancers, titled, “Circulating Chromosome Conformation Signatures Significantly Enhance PSA Positive Predicting Value and Overall Accuracy for Prostate Cancer Detection.”

Cedars-Sinai’s Research into Nanotechnology Cancer Testing

Researchers from Cedars-Sinai Cancer took a different approach to diagnosing prostate cancer by developing a nanotechnology-based liquid biopsy test that detects the disease even in microscopic amounts.  

Their test isolates and identifies extracellular vesicles (EVs) from blood samples. EVs are microscopic non-reproducing protein and genetic material shed by all cells. Cedars-Sinai’s EV Digital Scoring Assay accurately extracts EVs from blood and analyzes them faster than similar currently available tests.

“This research will revolutionize the liquid biopsy in prostate cancer,” said oncologist Edwin Posadas, MD, Medical Director of the Urologic Oncology Program and co-director of the Experimental Therapeutics Program in Cedars-Sinai Cancer in a press release. “The test is fast, minimally invasive and cost-effective, and opens up a new suite of tools that will help us optimize treatment and quality of life for prostate cancer patients.”

The researchers tested blood samples from 40 patients with prostate cancer. They found that their EV test could distinguish between cancer localized to the prostate and cancer that has spread to other parts of the body.

Microscopic cancer deposits, called micrometastases, are not always detectable, even with advanced imaging methods. When these deposits spread outside the prostate area, focused radiation cannot prevent further progression of the disease. Thus, the ability to identify cancer by locale within the body could lead to new precision medicine treatments for the illness.

“[The EV Digital Scoring Assay] would allow many patients to avoid the potential harms of radiation that isn’t targeting their disease, and instead receive systemic therapy that could slow disease progression,” Posadas explained.

The Cedars-Sinai researchers published their findings in Nano Today, titled, “Prostate Cancer Extracellular Vesicle Digital Scoring Assay: A Rapid Noninvasive Approach for Quantification of Disease-relevant mRNAs.”

Other Clinical Laboratory Tests for Prostate Cancer Under Development

According to the American Cancer Society, the number of prostate cancer cases is increasing. One out of eight men will be diagnosed with the illness during his lifetime. Thus, developers have been working on clinical laboratory tests to accurately detect the disease and save lives for some time.

In “University of East Anglia Researchers Develop Non-Invasive Prostate Cancer Urine Test,” Dark Daily reported on a urine test also developed by scientists at the University of East Anglia that clinical laboratories can use to not only accurately diagnose prostate cancer but also determine whether it is an aggressive form of the disease.

And in “UPMC Researchers Develop Artificial Intelligence Algorithm That Detects Prostate Cancer with ‘Near Perfect Accuracy’ in Effort to Improve How Pathologists Diagnose Cancer ,” we outlined how researchers at the University of Pittsburgh Medical Center (UPMC) working with Ibex Medical Analytics in Israel had developed an artificial intelligence (AI) algorithm for digital pathology that can accurately diagnose prostate cancer. In the initial study, the algorithm—dubbed the Galen Prostate AI platform—accurately detected prostate cancer with 98% sensitivity and 97% specificity.

More research and clinical trials are needed before the new US and UK prostate cancer testing methods will be ready to be used in clinical settings. But it’s clear that ongoing research may soon produce new clinical laboratory tests and diagnostics for prostate cancer that will steer treatment options and allow for better patient outcomes.  

—JP Schlingman

Related Information:

The New Prostate Cancer Blood Test with 94 Percent Accuracy

Circulating Chromosome Conformation Signatures Significantly Enhance PSA Positive Predicting Value and Overall Accuracy for Prostate Cancer Detection

Invention: A Blood Test to Unlock Prostate Cancer Mysteries

Prostate Cancer Extracellular Vesicle Digital Scoring Assay: A Rapid Noninvasive Approach for Quantification of Disease-relevant mRNAs

Could a Urine Test Detect Pancreatic and Prostate Cancer? Study Shows 99% Success Rate

University of East Anglia Researchers Develop Non-Invasive Prostate Cancer Urine Test

UPMC Researchers Develop Artificial Intelligence Algorithm That Detects Prostate Cancer with ‘Near Perfect Accuracy’ in Effort to Improve How Pathologists Diagnose Cancer

Clarapath Acquires Crosscope, Bridging Histology Automation with Digital Pathology

Clarapath is working to automate manual processes in histology while also capturing data to better inform clinical laboratories

Looking to provide an end-to-end digital pathology solution, medical robotics maker Clarapath has acquired Crosscope, a medical artificial intelligence (AI) software company that develops AI-powered telepathology for medical image information extraction and precision medicine diagnostics.

The deal will enable Crosscope’s digital pathology platform to layer around Clarapath’s histology automation hardware, a combination that could improve quality and efficiencies in diagnostic services for future customers, according to a Clarapath press release.

Clarapath’s goal with its products is to automate certain manual processes in histology laboratories, while at the same time reducing variability in how specimens are processed and produced into glass slides. In an exclusive interview with Dark Daily, Eric Feinstein, CEO and President at Clarapath said he believes the resulting data about these activities can drive further changes.

“A histotechnologist turns a microtome wheel and makes decisions about a piece of tissue in real time,” noted Feinstein, who will speak at the Executive War College on Diagnostics, Clinical Laboratory, and Pathology Management on April 25-26 in New Orleans. “All of that real-time data isn’t captured. Imagine if we could take all of that data from thousands of histotechnologists who are cutting every day and aggregate it. Then you could start drawing definitive conclusions about best practices.”

Eric Feinstein

“Clarapath’s foundation is about creating consistency and standardizing steps in histology—and uncovering the data that you need in order to accomplish those goals as a whole system,” Eric Feinstein (above), CEO and President at Clarapath told Dark Daily. “A histology lab’s workflow—from when the tissue comes in to when the glass slide is produced—should all be connected.” Many processes in histology and anatomic pathology continue to be manual. Automated solutions can contribute to improved productivity and reducing variability in how individual specimens are processed. (Photo copyright: Clarapath.)

Details Behind Clarapath’s Deal to Acquire Crosscope

As part of its acquisition, Clarapath of Hawthorne, New York, has retained all of Crosscope’s employees, who are located in Mountain View, California, and Bombay, India. Financial terms of the deal were not disclosed.

Clarapath’s flagship histology automation product is SectionStar, a tissue sectioning and transfer system designed to automate inefficient and manual activities in slide processing. The device offers faster and more efficient sample processing while reducing human involvement. Clarapath expects SectionStar be on the market in 2023. The company is currently taking pre-orders. 

Meanwhile, Crosscope developed Crosscope Dx, a turnkey digital pathology solution that provides workflow tools and slide management as well as AI and machine learning to assist pathologists with their medical decision-making and diagnoses.

Adoption of Digital Pathology and Automation Can Be Challenging

Digital pathology has experienced growing popularity in the post-COVID-19 pandemic world. This is not only because remote pathology case reviews have become increasingly acceptable to physicians but also because of the ongoing shortages in clinical laboratory staffing.

“A pain point today for clinicians and laboratories is labor. That’s across the board,” Feinstein said. “We can help solve that with SectionStar.”

In “Recent Separate Business Transactions by Fujifilm and GE Healthcare Suggest Bullish Outlook for Faster Adoption of Digital Pathology,” Dark Daily reported that vendors have their eyes open for deals and partnerships in digital pathology.

Feinstein does not believe adoption of digital pathology and histology automation is proceeding slowly, but he does acknowledge barriers to healthcare organizations installing the technologies.

“There are lots of little things that—from a workflow perspective—people have outsized expectations about,” he explained. “Clinicians and administrators are not used to innovating in a product sense. They may be innovating on how they deliver care or treatment pathways, but they’re not used to developing an engineering product and going through alpha and beta stages. That makes adopting new technology challenging.”

Medical laboratory managers and pathologists interested in pursuing histology automation and digital pathology should first determine what processes are sub-optimal or would benefit from the standardization hardware and software can offer. Being able to articulate those gains can help build the case for a return on investment to decision-makers.

Another resource to consider: Feinstein will speak about innovations for remote histology laboratory workers at the upcoming Executive War College for Clinical Laboratory, Diagnostics, and Pathology Management on April 25-26 in New Orleans. His session is titled, “Re-engineering the Classic Histology Laboratory: Enabling the Remote Histotechnologist with New Tools That Improve Productivity, Automate Processes, and Protect Quality.”

Scott Wallask

Related Information:

Clarapath Acquires Crosscope and Combines Tissue Processing Robotics with AI Powered Digital Pathology for Building the Lab of the Future

Histopathology is Ripe for Automation

UCLA’s Virtual Histology Could Eliminate Need for Invasive Biopsies for Some Skin Conditions and Cancers

2023 Executive War College on Diagnostics, Clinical Laboratory, and Pathology Management Announced for April 25-26

England’s National Health Service to Offer Widespread Rapid Whole Genome Sequencing for Children and Babies

Research in the UK and US into how rapid WGS can prevent deaths and improve outcomes for kids with rare genetic diseases may lead to more genetic testing based in local clinical laboratories

Genetic scientists with the National Health Service (NHS) in England have embarked on an ambitious plan to offer rapid whole genome sequencing (rWGS) for children and babies with serious illnesses, as part of a larger initiative to embrace genomic medicine in the United Kingdom (UK).

The NHS estimates that the plan will benefit more than 1,000 children and babies each year, including newborns with rare diseases such as cancer, as well as kids placed in intensive care after being admitted to hospitals. Instead of waiting weeks for results from conventional tests, clinicians will be able to administer a simple blood test and get results within days, the NHS said in a press release.

The press release notes that about 75% of rare genetic diseases appear during childhood “and are responsible for almost a third of neonatal intensive care deaths.”

Here in the United States, pathologists and clinical laboratory managers should see this development as a progressive step toward expanding access to genetic tests and whole genome sequencing services. The UK is looking at this service as a nationwide service. By contrast, given the size of the population and geography of the United States, as this line of medical laboratory testing expands in the US, it will probably be centered in select regional centers of excellence.

The NHS laid out its implementation plan in a strategy paper published on NHS England’s website titled, “Accelerating Genomic Medicine in the NHS.”

“This strategy sets out how more people will be empowered to take preventative action following risk-based predictions, receive life-changing diagnoses, and get the support needed to live with genomically-informed diagnoses alongside improved access to cutting-edge precision [medicine] treatments. It also outlines how the NHS will accelerate future high-quality genomic innovation that can be adopted and spread across the country, leading to positive impacts for current and future generations,” the NHS wrote.

Amanda Pritchard

“This global first is an incredible moment for the NHS and will be revolutionary in helping us to rapidly diagnose the illnesses of thousands of seriously ill children and babies—saving countless lives in the years to come,” said NHS chief executive Amanda Pritchard (above) in a press release announcing the program. (Photo copyright: Hospital Times.)

New Rapid Whole Genome Sequencing Service

The NHS announced the plan following a series of trials last year. In one trial, a five-day old infant was admitted to a hospital in Cheltenham, Gloucester, with potentially deadly levels of ammonia in his blood. Whole genome sequencing revealed that changes in the CPS1 gene were preventing his body from breaking down nitrogen, which led to the spike in ammonia. He was given life-saving medication in advance of a liver transplant that doctors believed would cure the condition. Without the rapid genetic test, doctors likely would have performed an invasive liver biopsy.

Following sample collection at NHS locations, the genetic tests will be performed at the new National Rapid Whole Genome Sequencing Service, part of the South West NHS Genomic Laboratory Hub run by the Royal Devon University Healthcare NHS Foundation Trust in Exeter, UK.

Using a simple blood test, the new newborn genetic screening service in England is expected to benefit more than 1,000 critically ill infants each year, potentially saving their lives. “The rapid whole genome testing service will transform how rare genetic conditions are diagnosed,” explained Emma Baple, PhD, Professor of Genomic Medicine at University of Exeter Medical School and leader of the National Rapid Whole Genome Sequencing Service in the press release. “We know that with prompt and accurate diagnosis, conditions could be cured or better managed with the right clinical care, which would be life-altering—and potentially life-saving—for so many seriously unwell babies and children,” Precision Medicine Institute reported.

According to The Guardian, test results will be available in two to seven days.

Along with the new rWGS testing service, the NHS announced a five-year plan to implement genomic medicine more broadly. The provisions include establishment of an ethics advisory board, more training for NHS personnel, and an expansion of genomic testing within the existing NHS diagnostic infrastructure. The latter could include using NHS Community Diagnostics centers to collect blood samples from family members to test for inherited diseases.

UK’s Longtime Interest in Whole Genome Sequencing

The UK government has long been interested in the potential role of WGS for delivering better outcomes for patients with genetic diseases, The Guardian reported.

In 2013, the government launched the 100,000 Genomes Project to examine the usefulness of the technology. In November 2021, investigators with the project reported the results of a large pilot study in which they analyzed the genomes of 4,660 individuals with rare diseases. The study, published in the New England Journal of Medicine (NEJM) titled, “100,000 Genomes Pilot on Rare-Disease Diagnosis in Health Care—Preliminary Report,” found “a substantial increase in yield of genomic diagnoses made in patients with the use of genome sequencing across a broad spectrum of rare disease.”

The study’s findings suggest that use of WGS “could save the NHS millions of pounds,” The Guardian reported.

Whole Genome Sequencing System for Newborns in the US

Researchers in the United States are also looking at the potential for WGS to improve health outcomes in children with genetic conditions. Last August, a research team led by Stephen F. Kingsmore, MD, DSc, President/CEO of Rady Children’s Institute for Genomic Medicine in San Diego, authored a study published in the American Journal of Human Genetics (AJHG) titled, “A Genome Sequencing System for Universal Newborn Screening, Diagnosis, and Precision Medicine for Severe Genetic Diseases,” that described a scalable prototype for a newborn screening system.

“This NBS-rWGS [newborn screening by rapid whole genome sequencing] system is designed to complement the existing newborn screening process and has the potential to eliminate the diagnostic and therapeutic odyssey that many children and parents face,” Kingsmore said in a press release. “Currently, only 35 core genetic disorders are recommended for newborn screening in the United States, but there are more than 7,200 known genetic diseases. Outcomes remain poor for newborns with a genetic disease because of the limited number of recommended screenings. With NBS-rWGS, we can more quickly expand that number and therefore potentially improve outcomes through precision medicine.”

A more recent 2023 study which examined 112 infant deaths at Rady Children’s Hospital found that 40% of the babies had genetic diseases. In seven infants, genetic diseases were identified post-mortem, and in five of them “death might have been avoided had rapid, diagnostic WGS been performed at time of symptom onset or regional intensive care unit admission,” the authors wrote.

“Prior etiologic studies of infant mortality are generally retrospective, based on electronic health record and death certificate review, and without genome information, leading to underdiagnosis of genetic diseases,” said Christina Chambers, PhD, co-author of the study, in a press release. “In fact, prior studies show at least 30% of death certificates have inaccuracies. By implementing broad use of genome sequencing in newborns we might substantially reduce infant mortality.” 

Pioneering work with whole genome sequencing for newborns, such as that being conducted by the clinical laboratory and genetic teams at Rady Children’s Hospital and the UK’s NHS, could allow doctors to make timely interventions for our most vulnerable patients.

—Stephen Beale

Related Information:

Study Suggests DNA Sequencing Could Reduce Infant Deaths, Often Caused by Genetic Disease

Novel Newborn Screening System Uses Rapid Whole Genome Sequencing and Acute Management Guidance to Screen and Diagnosis Genetic Diseases

Study Finds Association of Genetic Disease and Infant Mortality Higher than Previously Recognized: 41% of Infant Deaths Associated with Genetic Diseases

Genome Sequencing Could Prevent Infant Deaths

A Genome Sequencing System for Universal Newborn Screening, Diagnosis, and Precision Medicine for Severe Genetic Diseases

Genetic Testing in the PICU Prompts Meaningful Changes in Care

Major Policy Event in United Kingdom Aligns National Genetic Screening Program Using Rapid Whole Genome Sequencing

World-First National Genetic Testing Service to Deliver Rapid Life-Saving Checks for Babies and Kids

Genome Sequencing Trial to Test Benefits of Identifying Genetic Diseases at Birth

New NHS Genetic Testing Service ‘Could Save Thousands of Children’ in England

NHS England Completes Move Towards Rapid Whole Genome Sequencing of All Critically Ill Infants

Whole Genome Sequencing for Children: An Information Guide for Parents, Carers, and Families

US News and World Report Ranks Clinical Laboratory Technician 17th Best Healthcare Support Job

High demand for medical laboratory technicians that exists throughout the country motivates some colleges to create training programs to meet this need

Clinical laboratory technicians will be interested to learn that US News and World Report (USNWR) recently ranked their work the 17th Best Healthcare Support Job and 86th of 100 in the magazine’s list of Best Jobs in 2023. The position also ranked “average” in upward mobility and flexibility, but “above average” in stress level. This squares with Dark Daily’s previous reporting on high levels of stress clinical laboratories are still experiencing following the SARS-CoV-2 pandemic.

The median pay, according to USNWR, is $57,800/year and can be as high as $74,530/year. The best paying cities for clinical laboratory technicians are all in California: Redding, Napa, Merced, San Jose, and San Francisco. And the best paying states are New York ($72,500), Rhode Island ($70,580), Connecticut ($70,220), Oregon ($69,330), and California ($68,450).

In comparison to similar jobs in healthcare, clinical laboratory technician earnings exceed Medical Records Technicians, but come in lower than MRI Technologists, Radiologic Technologists, and Cardiovascular Technologists, USNWR noted.

The US Bureau of Labor Statistics, a division of the US Department of Labor, projects the clinical laboratory technician position will grow by 7% between 2021-2031.

Salary graphic

The graphic above, taken from the US News and World Report’s list of “Best Healthcare Support Jobs in 2023,” illustrates how the base salary for clinical laboratory technicians has risen over the past 10 years. Projections are positive for earnings and availability of clinical laboratory positions continuing to grow around the nation. (Graphic copyright: US News and World Report.)

Clinical Laboratory Technician a Growing Profession

The US News and World Report’s definition of this job drew heavily on the US Bureau of Labor Statistics’ Occupational Outlook Handbook for its description of the position “Clinical Laboratory Technician.” The Labor Department clearly defines the difference between a clinical laboratory “technician” and “technologist” and USNWR carried that over into its analysis.

Accordingly, USNWR described this job category by stating “Clinical laboratory technicians are responsible for a number of tasks, including examining body fluids and cells and matching blood for transfusions. The job requires the use of sophisticated laboratory equipment, such as microscopes and cell counters. With continued advancements in technology, lab work has become more analytical, so laboratory personnel should have excellent judgment skills. More complex procedures are reserved for clinical laboratory technologists, who must possess a bachelor’s degree. Technicians, who must hold at least an associate degree, often work under the supervision of technologists.”

Demand for clinical laboratory technicians spans the country and appears to be increasing.

In “Filling Another Labor Gap; Medical Labs,” the Quad-City Times reports that the Trinity College of Nursing and Health Sciences in Rock Island, Illinois, has unveiled a new program to meet that need: the Medical Laboratory Science Program.

The program is the result of a local hospital querying Trinity College about implementing just a program.

“It’s been about a year and a half now, getting it up and rolling,” Stephanie Tieso, MS, MLS(ASCP)CM, Program Director Med Lab Sciences, Trinity College, told Quad-City Times. “I know both big hospital systems in the area are very excited about this coming on, and there’s definitely chatter in the lab community about this new program opening.”

Trinity’s program will be the only one of its kind within a 90-mile radius. The initial cohort will consist of 10 students. The Quad-City Times reports “Program majors will earn a Bachelor of Health Sciences degree and qualify to take the MLS certification exam upon program completion and graduation.”

The creation of this program at Trinity College of Nursing and Health Sciences is just one example of programs that could be needed all over the US in the coming years as demand for clinical laboratory workers grows.

Job Outlook Good but Burnout a Possibility

The US Bureau of Labor Statistics’ Occupational Outlook Handbook states, “About 25,600 openings for clinical laboratory technologists and technicians are projected each year, on average, over the decade. Many of those openings are expected to result from the need to replace workers who transfer to different occupations or exit the labor force, such as to retire.” However, the shortage may also be due to the well-reported worker burnout being experienced across the entire healthcare industry which was exacerbated by the SARS-CoV-2 pandemic.

As Dark Daily reported in “Clinical Laboratory Technician Shares Personal Journey and Experience with Burnout During the COVID-19 Pandemic,” burnout in healthcare is a constant problem, especially in overstressed clinical laboratories and anatomic pathology groups.

This ebrief follows the story of Susanna Bator, a former clinical laboratory technician with the Cleveland Clinic and with MetroHealth System in Cleveland, Ohio. Bator shared her story of working in various laboratories during the coronavirus pandemic in an essay she wrote for Daily Nurse titled, “The Hidden Healthcare Heroes: A Lab Tech’s Journey Through the Pandemic.” Bator’s essay is a personalized, human look at the strain clinical laboratory technicians were put under during the pandemic. Her story presents the quandary of how to keep these critical frontline healthcare workers from experiencing burnout and leaving the field.

“We techs were left unsupported and unmentored throughout the pandemic. No one cared if we were learning or growing in our job, and there was little encouragement for us to enter training or residency programs. We were just expendable foot soldiers: this is not a policy that leads to long-term job retention,” she wrote.

This validates US News and World Report’s statistic that the work of clinical laboratory technicians comes with an “above average” level of stress. For those who can handle it, however, the job has many benefits and provides multiple opportunities for growth.

But the burnout Bator and other techs encountered is very real. Hopefully more training programs like the one at Trinity College will become available to provide the learning and support lab techs need as we move into post-pandemic healthcare. As the US News and World Report article shows, clinical laboratory technicians are filling a critical need in the laboratory industry and new training programs will be instrumental to their success.

Ashley Croce

Related Information:

Best Health Care Support Jobs

What is a Clinical Laboratory Technician?

The Mental Health of Healthcare Workers in COVID-19

Clinical Laboratory Technologists and Technicians

Filling Another Labor Gap; Medical Labs

Clinical Laboratory Technician Shares Personal Journey and Experience with Burnout During the COVID-19 Pandemic

The Hidden Healthcare Heroes: A Lab Techs Journey Through the Pandemic

Cedars-Sinai Researchers Determine Smartphone App Can Assess Stool Form as Well as Gastroenterologists and Better than IBS Patients

Artificial intelligence performs BSS assessments with higher sensitivity and specificity than human diagnosticians

In a recent study conducted by scientists at Cedars-Sinai Medical Center in Los Angeles, researchers evaluated a smartphone application (app) that uses artificial intelligence (AI) to assess and characterize digital images of stool samples. The app, it turns out, matched the accuracy of participating gastroenterologists and exceeded the accuracy of study patients’ self-reports of stool specimens, according to a news release.

Though smartphone apps are technically not clinical laboratory tools, anatomic pathologists and medical laboratory scientists (MLSs) may be interested to learn how health information technology (HIT), machine learning, and smartphone apps are being used to assess different aspects of individuals’ health, independent of trained healthcare professionals.

The issue that the Cedars Sinai researchers were investigating is the accuracy of patient self-reporting. Because poop can be more complicated than meets the eye, when asked to describe their bowel movements patients often find it difficult to be specific. Thus, use of a smartphone app that enables patients to accurately assess their stools in cases where watching the function of their digestive tract is relevant to their diagnoses and treatment would be a boon to precision medicine treatments of gastroenterology diseases.

The scientists published their findings in the American Journal of Gastroenterology, titled, “A Smartphone Application Using Artificial Intelligence Is Superior to Subject Self-Reporting when Assessing Stool Form.”

Mark Pimentel, MD

“This app takes out the guesswork by using AI—not patient input—to process the images (of bowel movements) taken by the smartphone,” said gastroenterologist Mark Pimentel, MD (above), Executive Director of Cedars-Sinai’s Medically Associated Science and Technology (MAST) program and principal investigator of the study, in a news release. “The mobile app produced more accurate and complete descriptions of constipation, diarrhea, and normal stools than a patient could, and was comparable to specimen evaluations by well-trained gastroenterologists in the study.” (Photo copyright: Cedars-Sinai.)

Pros and Cons of Bristol Stool Scale

In their paper, the scientists discussed the Bristol Stool Scale (BSS), a traditional diagnostic tool for identifying stool forms into seven categories. The seven types of stool are:

  • Type 1: Separate hard lumps, like nuts (difficult to pass).
  • Type 2: Sausage-shaped, but lumpy.
  • Type 3: Like a sausage, but with cracks on its surface.
  • Type 4: Like a sausage or snake, smooth and soft (average stool).
  • Type 5: Soft blobs with clear cut edges.
  • Type 6: Fluffy pieces with ragged edges, a mushy stool (diarrhea).
  • Type 7: Watery, no solid pieces, entirely liquid (diarrhea). 

In an industry guidance report on irritable bowel syndrome (IBS)and associated drugs for treatment, the US Food and Drug Administration (FDA) said the BSS is “an appropriate instrument for capturing stool consistency in IBS.”

But even with the BSS, things can get murky for patients. Inaccurate self-reporting of stool forms by people with IBS and diarrhea can make proper diagnoses difficult.

“The problem is that whenever you have a patient reporting an outcome measure, it becomes subjective rather than objective. This can impact the placebo effect,” gastroenterologist Mark Pimentel, MD, Executive Director of Cedars-Sinai’s Medically Associated Science and Technology (MAST) program and principal investigator of the study, told Healio.

Thus, according to the researchers, AI algorithms can help with diagnosis by systematically doing the assessments for the patients, News Medical reported.

30,000 Stool Images Train New App

To conduct their study, the Cedars-Sinai researchers tested an AI smartphone app developed by Dieta Health. According to Health IT Analytics, employing AI trained on 30,000 annotated stool images, the app characterizes digital images of bowel movements using five parameters:

  • BSS,
  • Consistency,
  • Edge fuzziness,
  • Fragmentation, and
  • Volume.

“The app used AI to train the software to detect the consistency of the stool in the toilet based on the five parameters of stool form, We then compared that with doctors who know what they are looking at,” Pimentel told Healio.

AI Assessments Comparable to Doctors, Better than Patients

According to Health IT Analytics, the researchers found that:

  • AI assessed the stool comparable to gastroenterologists’ assessments on BSS, consistency, fragmentation, and edge fuzziness scores.
  • AI and gastroenterologists had moderate-to-good agreement on volume.
  • AI outperformed study participant self-reports based on the BSS with 95% accuracy, compared to patients’ 89% accuracy.

Additionally, the AI outperformed humans in specificity and sensitivity as well:

  • Specificity (ability to correctly report a negative result) was 27% higher.
  • Sensitivity (ability to correctly report a positive result) was 23% higher.

“A novel smartphone application can determine BSS and other visual stool characteristics with high accuracy compared with the two expert gastroenterologists. Moreover, trained AI was superior to subject self-reporting of BSS. AI assessments could provide more objective outcome measures for stool characterization in gastroenterology,” the Cedars-Sinai researchers wrote in their paper.

“In addition to improving a physician’s ability to assess their patients’ digestive health, this app could be advantageous for clinical trials by reducing the variability of stool outcome measures,” said gastroenterologist Ali Rezaie, MD, study co-author and Medical Director of Cedars-Sinai’s GI Motility Program in the news release.

The researchers plan to seek FDA review of the mobile app.

Opportunity for Clinical Laboratories

Anatomic pathologists and clinical laboratory leaders may want to reach out to referring gastroenterologists to find out how they can help to better serve gastro patients. As the Cedars-Sinai study suggests, AI smartphone apps can perform BSS assessments as good as or better than humans and may be useful tools in the pursuit of precision medicine treatments for patient suffering from painful gastrointestinal disorders.

—Donna Marie Pocius

Related Information:

Smartphone Application Using Artificial Intelligence is Superior to Subject Self-Reporting When Assessing Stool Form

Study: App More Accurate than Patient Evaluation of Stool Samples

Industry Guidance Report: Irritable Bowel Syndrome—Clinical Evaluation of Drugs

Artificial Intelligence-based Smartphone App for Characterizing Stool Form

AI Mobile App Improves on “Subjective” Patient-Reported Stool Assessment in IBS

Artificial Intelligence App Outperforms Patient-Reported Stool Assessments

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